Editor's Choice: Tau-PET Prediction in MCI

neurology research paper topics

Babak B. Navi, MD, MS; Cenai Zhang, MS; Benjamin Miller, MD; et al

Original Investigation | August 12, 2024

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Collection  10 March 2022

Top 100 in Neuroscience

This collection highlights our most downloaded* neuroscience papers published in 2021. Featuring authors from around the world, these papers showcase valuable research from an international community.

*Data obtained from SN Inights, which is based on Digital Science's Dimensions.

image of blue neurons

Musical components important for the Mozart K448 effect in epilepsy

  • Robert J. Quon
  • Michael A. Casey
  • Barbara C. Jobst

neurology research paper topics

Brain structure changes associated with sexual orientation

  • Mikhail Votinov
  • Katharina S. Goerlich

neurology research paper topics

Selective time-dependent changes in activity and cell-specific gene expression in human postmortem brain

  • Fabien Dachet
  • James B. Brown
  • Jeffrey A. Loeb

neurology research paper topics

Menopause impacts human brain structure, connectivity, energy metabolism, and amyloid-beta deposition

  • Lisa Mosconi
  • Valentina Berti
  • Roberta Diaz Brinton

neurology research paper topics

Multimodal deep learning models for early detection of Alzheimer’s disease stage

  • Janani Venugopalan
  • May D. Wang

neurology research paper topics

Brain tumor segmentation based on deep learning and an attention mechanism using MRI multi-modalities brain images

  • Ramin Ranjbarzadeh
  • Abbas Bagherian Kasgari
  • Malika Bendechache

neurology research paper topics

Splitting sleep between the night and a daytime nap reduces homeostatic sleep pressure and enhances long-term memory

  • James N. Cousins
  • Ruth L. F. Leong
  • Michael W. L. Chee

neurology research paper topics

Listening to speech with a guinea pig-to-human brain-to-brain interface

  • Claus-Peter Richter
  • Petrina La Faire
  • Alan G. Micco

neurology research paper topics

Benefit of human moderate running boosting mood and executive function coinciding with bilateral prefrontal activation

  • Chorphaka Damrongthai
  • Ryuta Kuwamizu
  • Hideaki Soya

neurology research paper topics

Enhanced activations in syntax-related regions for multilinguals while acquiring a new language

  • Keita Umejima
  • Suzanne Flynn
  • Kuniyoshi L. Sakai

neurology research paper topics

Brain-inspired spiking neural networks for decoding and understanding muscle activity and kinematics from electroencephalography signals during hand movements

  • Kaushalya Kumarasinghe
  • Nikola Kasabov
  • Denise Taylor

neurology research paper topics

Longitudinal effects of meditation on brain resting-state functional connectivity

  • Zongpai Zhang
  • Wen-Ming Luh
  • Weiying Dai

neurology research paper topics

Evidence of a new hidden neural network into deep fasciae

  • Caterina Fede
  • Lucia Petrelli
  • Carla Stecco

neurology research paper topics

Cross-sex hormone treatment and own-body perception: behavioral and brain connectivity profiles

  • Behzad S. Khorashad
  • Amirhossein Manzouri
  • Ivanka Savic

neurology research paper topics

A directional 3D neurite outgrowth model for studying motor axon biology and disease

  • Xandor M. Spijkers
  • Svetlana Pasteuning-Vuhman
  • R. Jeroen Pasterkamp

neurology research paper topics

The role of dorsolateral and ventromedial prefrontal cortex in the processing of emotional dimensions

  • Vahid Nejati
  • Reyhaneh Majdi
  • Michael A. Nitsche

neurology research paper topics

How neurons exploit fractal geometry to optimize their network connectivity

  • Julian H. Smith
  • Conor Rowland
  • R. P. Taylor

neurology research paper topics

Defining early changes in Alzheimer’s disease from RNA sequencing of brain regions differentially affected by pathology

  • Boris Guennewig
  • Greg T. Sutherland

neurology research paper topics

Narcissistic personality traits and prefrontal brain structure

  • Igor Nenadić
  • Carsten Lorenz
  • Christian Gaser

neurology research paper topics

EEG-based diagnostics of the auditory system using cochlear implant electrodes as sensors

  • Christopher J. Long
  • Tom Francart

neurology research paper topics

Investigating real-life emotions in romantic couples: a mobile EEG study

  • Julian Packheiser
  • Gesa Berretz
  • Sebastian Ocklenburg

neurology research paper topics

Sex-dependent alterations in behavior, drug responses and dopamine transporter expression in heterozygous DAT-Cre mice

  • Kauê Machado Costa
  • Daniela Schenkel
  • Jochen Roeper

neurology research paper topics

Functional network connectivity during Jazz improvisation

  • Victor M. Vergara
  • Martin Norgaard
  • Vince D. Calhoun

neurology research paper topics

Buspirone alleviates anxiety, depression, and colitis; and modulates gut microbiota in mice

  • Jeon-Kyung Kim
  • Sang-Kap Han
  • Dong-Hyun Kim

neurology research paper topics

Human cerebral organoids as a therapeutic drug screening model for Creutzfeldt–Jakob disease

  • Bradley R. Groveman
  • Natalia C. Ferreira
  • Cathryn L. Haigh

neurology research paper topics

Thioflavin-positive tau aggregates complicating quantification of amyloid plaques in the brain of 5XFAD transgenic mouse model

  • YoungSoo Kim

neurology research paper topics

Ambulatory seizure forecasting with a wrist-worn device using long-short term memory deep learning

  • Mona Nasseri
  • Tal Pal Attia
  • Benjamin H. Brinkmann

neurology research paper topics

Post-traumatic seizures and antiepileptic therapy as predictors of the functional outcome in patients with traumatic brain injury

  • Valeria Pingue
  • Chiara Mele
  • Antonio Nardone

neurology research paper topics

Human α-synuclein overexpression in a mouse model of Parkinson’s disease leads to vascular pathology, blood brain barrier leakage and pericyte activation

  • Osama Elabi
  • Abderahim Gaceb
  • Gesine Paul

neurology research paper topics

Neuropsychiatric profiles and conversion to dementia in mild cognitive impairment, a latent class analysis

  • Natalia Roberto
  • Maria J. Portella
  • Sergi Valero

neurology research paper topics

Comparative neuroanatomy of the lumbosacral spinal cord of the rat, cat, pig, monkey, and human

  • Amirali Toossi
  • Bradley Bergin
  • Vivian K. Mushahwar

neurology research paper topics

A personalized and evolutionary algorithm for interpretable EEG epilepsy seizure prediction

  • Mauro. F. Pinto
  • Adriana Leal
  • César A. Teixeira

neurology research paper topics

The effects of positive or negative self-talk on the alteration of brain functional connectivity by performing cognitive tasks

  • Junhyung Kim
  • Joon Hee Kwon
  • Jae-Jin Kim

neurology research paper topics

Deep learning-Based 3D inpainting of brain MR images

  • Seung Kwan Kang
  • Seong A. Shin
  • Jae Sung Lee

neurology research paper topics

Both high fat and high carbohydrate diets impair vagus nerve signaling of satiety

  • Hailley Loper
  • Monique Leinen
  • Matthew A. Schiefer

neurology research paper topics

PINK1 deficiency impairs adult neurogenesis of dopaminergic neurons

  • Sarah J. Brown
  • Ibrahim Boussaad
  • Oliver Bandmann

neurology research paper topics

Altered spontaneous activity in the frontal gyrus in dry eye: a resting-state functional MRI study

neurology research paper topics

Online and offline effects of transcranial alternating current stimulation of the primary motor cortex

  • Ivan Pozdniakov
  • Alicia Nunez Vorobiova
  • Matteo Feurra

neurology research paper topics

Cell type-specific changes in transcriptomic profiles of endothelial cells, iPSC-derived neurons and astrocytes cultured on microfluidic chips

  • H. H. T. Middelkamp
  • A. H. A. Verboven
  • A. D. van der Meer

neurology research paper topics

Brain MRI in SARS-CoV-2 pneumonia patients with newly developed neurological manifestations suggestive of brain involvement

  • Batil Alonazi
  • Ahmed M. Farghaly
  • Mustafa Z. Mahmoud

neurology research paper topics

Diazepam causes sedative rather than anxiolytic effects in C57BL/6J mice

  • Marina Pádua-Reis
  • Diana Aline Nôga
  • Martina Blunder

neurology research paper topics

Photons detected in the active nerve by photographic technique

  • Andrea Zangari
  • Davide Micheli
  • Maria Emiliana Caristo

neurology research paper topics

Cannabidiol induces autophagy via ERK1/2 activation in neural cells

  • Talita A. M. Vrechi
  • Anderson H. F. F. Leão
  • Gustavo J. S. Pereira

neurology research paper topics

Deep learning-based pupil model predicts time and spectral dependent light responses

  • Babak Zandi
  • Tran Quoc Khanh

neurology research paper topics

ATP signaling in the integrative neural center of Aplysia californica

  • János Györi
  • Andrea B. Kohn
  • Leonid L. Moroz

neurology research paper topics

EEG signals respond differently to idea generation, idea evolution and evaluation in a loosely controlled creativity experiment

neurology research paper topics

Cognitive and MRI trajectories for prediction of Alzheimer’s disease

  • Samaneh A. Mofrad
  • Astri J. Lundervold
  • Alexander S. Lundervold

neurology research paper topics

Characterization of mitochondrial health from human peripheral blood mononuclear cells to cerebral organoids derived from induced pluripotent stem cells

  • Angela Duong
  • Alesya Evstratova
  • Ana C. Andreazza

neurology research paper topics

Astrocytic expression of the Alzheimer’s disease risk allele, ApoEε4, potentiates neuronal tau pathology in multiple preclinical models

  • Angela Marie Jablonski
  • Bhavya Voleti

neurology research paper topics

Effects of the sigma-1 receptor agonist blarcamesine in a murine model of fragile X syndrome: neurobehavioral phenotypes and receptor occupancy

  • Samantha T. Reyes
  • Robert M. J. Deacon
  • Frederick T. Chin

neurology research paper topics

Magnetic domains oscillation in the brain with neurodegenerative disease

  • Gunther Kletetschka
  • Robert Bazala
  • Eva Svecova

neurology research paper topics

Right frontal anxiolytic-sensitive EEG ‘theta’ rhythm in the stop-signal task is a theory-based anxiety disorder biomarker

  • Shabah M. Shadli
  • Lynne C. Ando
  • Neil McNaughton

neurology research paper topics

Role of miRNAs shuttled by mesenchymal stem cell-derived small extracellular vesicles in modulating neuroinflammation

  • Debora Giunti
  • Chiara Marini
  • Antonio Uccelli

neurology research paper topics

Position sensitive measurement of trace lithium in the brain with NIK (neutron-induced coincidence method) in suicide

  • J. Schoepfer
  • R. Gernhäuser

neurology research paper topics

Major oscillations in spontaneous home-cage activity in C57BL/6 mice housed under constant conditions

  • Karin Pernold
  • Eric Rullman
  • Brun Ulfhake

neurology research paper topics

Involvement of the dopaminergic system in the reward-related behavior of pregabalin

  • Yusuf S. Althobaiti
  • Farooq M. Almutairi
  • Zahoor A. Shah

neurology research paper topics

A high-density electroencephalography study reveals abnormal sleep homeostasis in patients with rapid eye movement sleep behavior disorder

  • Amandine Valomon
  • Brady A. Riedner
  • Melanie Boly

neurology research paper topics

MEG signatures of long-term effects of agreement and disagreement with the majority

  • V. Klucharev
  • A. Shestakova

neurology research paper topics

Stroke prediction in patients presenting with isolated dizziness in the emergency department

  • June-sung Kim
  • Hong Jun Bae
  • Won Young Kim

neurology research paper topics

Age-dependent and region-specific alteration of parvalbumin neurons, perineuronal nets and microglia in the mouse prefrontal cortex and hippocampus following obesogenic diet consumption

  • Amy C. Reichelt
  • Claire A. Lemieux
  • Lisa M. Saksida

neurology research paper topics

Recording site placement on planar silicon-based probes affects signal quality in acute neuronal recordings

  • Richárd Fiáth
  • Domokos Meszéna
  • István Ulbert

neurology research paper topics

Amplification of potential thermogenetic mechanisms in cetacean brains compared to artiodactyl brains

  • Paul R. Manger
  • Nina Patzke

neurology research paper topics

Maternal stress during pregnancy alters fetal cortico-cerebellar connectivity in utero and increases child sleep problems after birth

  • Marion I. van den Heuvel
  • Jasmine L. Hect
  • Moriah E. Thomason

neurology research paper topics

An anomaly detection approach to identify chronic brain infarcts on MRI

  • Kees M. van Hespen
  • Jaco J. M. Zwanenburg
  • Hugo J. Kuijf

neurology research paper topics

The neurodynamic treatment induces biological changes in sensory and motor neurons in vitro

  • Giacomo Carta
  • Giovanna Gambarotta
  • Federica Fregnan

neurology research paper topics

Optimal flickering light stimulation for entraining gamma waves in the human brain

  • Kanghee Lee
  • Yeseung Park
  • Ki Woong Kim

neurology research paper topics

Two-photon GCaMP6f imaging of infrared neural stimulation evoked calcium signals in mouse cortical neurons in vivo

  • Attila Kaszas
  • Gergely Szalay
  • David Moreau

neurology research paper topics

The Aβ(1–38) peptide is a negative regulator of the Aβ(1–42) peptide implicated in Alzheimer disease progression

  • Maa O. Quartey
  • Jennifer N. K. Nyarko
  • Darrell D. Mousseau

neurology research paper topics

Drinking coffee enhances neurocognitive function by reorganizing brain functional connectivity

  • Sung Hoon Kang
  • Jung Bin Kim

neurology research paper topics

The impact of multisensory integration and perceptual load in virtual reality settings on performance, workload and presence

  • Matteo Marucci
  • Gianluca Di Flumeri
  • Pietro Aricò

neurology research paper topics

CuATSM improves motor function and extends survival but is not tolerated at a high dose in SOD1 G93A mice with a C57BL/6 background

  • Jeremy S. Lum
  • Mikayla L. Brown
  • Justin J. Yerbury

neurology research paper topics

Underlying neurological mechanisms associated with symptomatic convergence insufficiency

  • Tara L. Alvarez
  • Mitchell Scheiman
  • Bharat B. Biswal

neurology research paper topics

Paternal exposure to a common pharmaceutical (Ritalin) has transgenerational effects on the behaviour of Trinidadian guppies

  • Alex R. De Serrano
  • Kimberly A. Hughes
  • F. Helen Rodd

neurology research paper topics

Behavioral arrest and a characteristic slow waveform are hallmark responses to selective 5-HT 2A receptor activation

  • April Contreras
  • Matthew Khumnark
  • Dustin J. Hines

neurology research paper topics

Focused ultrasound mediated blood–brain barrier opening is safe and feasible in a murine pontine glioma model

  • Zachary K. Englander
  • Hong-Jian Wei
  • Cheng-Chia Wu

neurology research paper topics

Basmisanil, a highly selective GABA A -α5 negative allosteric modulator: preclinical pharmacology and demonstration of functional target engagement in man

  • Joerg F. Hipp
  • Frederic Knoflach
  • Maria-Clemencia Hernandez

neurology research paper topics

Spatial memory deficiency early in 6xTg Alzheimer’s disease mouse model

  • Shinwoo Kang
  • Keun-A Chang

neurology research paper topics

The gut microbiome is associated with brain structure and function in schizophrenia

neurology research paper topics

Static and dynamic functional connectivity supports the configuration of brain networks associated with creative cognition

  • Abhishek Uday Patil
  • Sejal Ghate
  • Chih-Mao Huang

neurology research paper topics

Digital signatures for early traumatic brain injury outcome prediction in the intensive care unit

  • Anil K. Palepu
  • Aditya Murali
  • Robert D. Stevens

neurology research paper topics

LSD-stimulated behaviors in mice require β-arrestin 2 but not β-arrestin 1

  • Ramona M. Rodriguiz
  • Vineet Nadkarni
  • William C. Wetsel

neurology research paper topics

Modified wavelet analysis of ECoG-pattern as promising tool for detection of the blood–brain barrier leakage

  • Anastasiya Runnova
  • Maksim Zhuravlev
  • Jurgen Kurths

neurology research paper topics

Adrenergic inhibition facilitates normalization of extracellular potassium after cortical spreading depolarization

  • Hiromu Monai
  • Shinnosuke Koketsu
  • Hajime Hirase

neurology research paper topics

An atlas for human brain myelin content throughout the adult life span

  • Adam V. Dvorak
  • Taylor Swift-LaPointe
  • Shannon H. Kolind

neurology research paper topics

Immediate and after effects of transcranial direct-current stimulation in the mouse primary somatosensory cortex

  • Carlos A. Sánchez-León
  • Isabel Cordones
  • Javier Márquez-Ruiz

neurology research paper topics

Human brain dynamics in active spatial navigation

  • Tien-Thong Nguyen Do
  • Chin-Teng Lin
  • Klaus Gramann

neurology research paper topics

Reading without phonology: ERP evidence from skilled deaf readers of Spanish

  • Brendan Costello
  • Sendy Caffarra
  • Manuel Carreiras

neurology research paper topics

Alterations in reward network functional connectivity are associated with increased food addiction in obese individuals

  • Soumya Ravichandran
  • Ravi R. Bhatt
  • Arpana Gupta

neurology research paper topics

Disease progression modelling from preclinical Alzheimer’s disease (AD) to AD dementia

  • Soo Hyun Cho
  • Sookyoung Woo
  • Sang Won Seo

neurology research paper topics

The structure dilemma in biological and artificial neural networks

  • Thomas Pircher
  • Bianca Pircher
  • Andreas Feigenspan

neurology research paper topics

Voluntary intake of psychoactive substances is regulated by the dopamine receptor Dop1R1 in Drosophila

  • Shun Hiramatsu
  • Toshiharu Ichinose

neurology research paper topics

The contribution of platelets to peripheral BDNF elevation in children with autism spectrum disorder

  • Cristan A. Farmer
  • Audrey E. Thurm
  • Joan C. Han

neurology research paper topics

Dopamine-loaded nanoparticle systems circumvent the blood–brain barrier restoring motor function in mouse model for Parkinson’s Disease

  • Victoria Monge-Fuentes
  • Andréia Biolchi Mayer
  • Márcia Renata Mortari

neurology research paper topics

NK1 antagonists attenuate tau phosphorylation after blast and repeated concussive injury

  • Frances Corrigan
  • Ibolja Cernak
  • Robert Vink

neurology research paper topics

Nicotine suppresses Parkinson’s disease like phenotypes induced by Synphilin-1 overexpression in Drosophila melanogaster by increasing tyrosine hydroxylase and dopamine levels

  • Angel Carvajal-Oliveros
  • Carmen Domínguez-Baleón
  • Enrique Reynaud

neurology research paper topics

Free-water diffusion tensor imaging improves the accuracy and sensitivity of white matter analysis in Alzheimer’s disease

  • Maurizio Bergamino
  • Ryan R. Walsh
  • Ashley M. Stokes

neurology research paper topics

A functional spiking neuronal network for tactile sensing pathway to process edge orientation

  • Adel Parvizi-Fard
  • Mahmood Amiri
  • Nitish V. Thakor

neurology research paper topics

The difficulty to model Huntington’s disease in vitro using striatal medium spiny neurons differentiated from human induced pluripotent stem cells

  • Kim Le Cann
  • Alec Foerster
  • Angelika Lampert

neurology research paper topics

Hippocampus-retrosplenial cortex interaction is increased during phasic REM and contributes to memory consolidation

  • Daniel Gomes de Almeida-Filho
  • Bruna Del Vechio Koike
  • Claudio Marcos Queiroz

neurology research paper topics

Machine learning-based classification of mitochondrial morphology in primary neurons and brain

  • Garrett M. Fogo
  • Anthony R. Anzell
  • Thomas H. Sanderson

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The COVID-19 outbreak presents the unprecedented challenge for world public and medical practitioners and health care providers, the post COVID-19 condition (or long COVID) includes long term symptoms which may persist for months or years after SARS-CoV-2 infection. We will consider submissions related to all aspects of COVID-19 and Long COVID, and process the manuscripts in priority.

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, MD, PhD, FRCPC
Associate Professor, Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Canada  

ISSN-print: 1923-2845 | ISSN-online: 1923-2853 | Open Access | Biannually (June, December) |

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EBSCO; Google Scholar; Google; JournalTOCs; PubMed: selected citations only (NIH supported articles).
Journal archiving and digital preservation:

neurology research paper topics

The purpose of this study was to assess the impact of atrial fibrillation (AF) on stroke outcome in acute ischemic stroke (AIS) treated with thrombolysis or endovascular therapy (EVT).

neurology research paper topics

Long-term microgravity in spaceflight has been demonstrated with induction of multi-organ damage and dysfunction, including the dorsal root ganglia (DRG) injury. Present studies investigated protective effects of oral pyruvate in drinking water on lumbar 5 (L5) DRG tissues in rats subjected with hindlimb unweighting (HU).

neurology research paper topics

Coronavirus disease 2019 (COVID-19) pandemic greatly impacted many aspects of life in the world. Both neurological and ophthalmologic presentations after COVID-19 have been reported.

neurology research paper topics

As vaccination programmes against coronavirus disease 2019 (COVID-19) are expanded, substantial variation in the prioritisation of different groups is apparent both between countries but also interprovincially within Canada. In this editorial, we bring attention to the need to prioritize individuals with neurologic and rare disorders for vaccination.

neurology research paper topics

Ceramides are implicated in sphingolipid signaling. Elevated ceramide levels have been associated with increased cardiovascular risk, but information on their role in acute ischemic stroke (AIS) is limited.

The aim of the study was to evaluate the incidence of postoperative delirium (POD) following a comprehensive list of surgical procedures utilizing data from state and national inpatient hospital databases. The incidence of POD occurring during surgical hospital admissions was evaluated across 15 surgical categories, and different patient demographics using California State Inpatient Database (SID) and National Inpatient Sample (NIS). Full Text

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Huntington’s disease (HD) is a devastating neurodegenerative disease of autosomal dominant inheritance and full penetrance, caused by an expansion of the cytosine-adenine-guanine (CAG) trinucleotide in the huntingtin gene located on chromosome 4.


Delayed cerebral ischemia (DCI) or vasospasm following transsphenoidal surgery (TSS) is a life-threatening and life-altering event that could potentially cause devastating complications, neurological morbidity, and high mortality. Herein, we report the case of a 16-year-old woman without a marked medical history and unusual complications after TSS for pituitary adenoma resection who developed cerebral vasospasm and infarction after TSS. To the best of our knowledge, this is the first case involving a patient under 18 years old and requiring thrombectomy after TSS.

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Vol. 14, No. 1, Jun 2024

Table of contents, original article.

Bambang Tri Prasetyo, Beny Rilianto, Ricky Gusanto Kurniawan 1-7
doi: https://doi.org/10.14740/jnr777
Ahsen Songul Tutar Kizilkan, Derya Azim, Ebru Kaya Mutlu, Hanifegul Taskiran 8-15
doi: https://doi.org/10.14740/jnr756
Gregor Wolbring 16-36
doi: https://doi.org/10.14740/jnr770

Short Communication

Alexander Mauskop, Elizabeth Seng, Jordan Van Zyl, Russell K. Portenoy, Helena Knotkova 37-42
doi: https://doi.org/10.14740/jnr760

Case Report

Gene Variant
Joana Ferreira Pinto, Mariana Santos, Ana Rita Silva, Diana Matos, Vera Fernandes, Ana Filipa Santos 43-47
doi: https://doi.org/10.14740/jnr765
 

 

 

 

 

 

 

 
       
 

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The AAN provides the highest quality scientific education to the neurology community worldwide. Read the AAN's journals, discover CME publications, and browse reports on breaking news, issues, and trends in neurology.

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Neurology ®

The AAN’s flagship journal includes the latest peer-reviewed original clinical research articles, AAN position papers and clinical guidelines, editorials, and reviews that enhance the field of neurology and influence patient care. The journal’s impact factor is 10.1.

Earn CME credit by reading two articles selected weekly by the editors and taking the exams online.

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Read peer-reviewed articles and commentaries on clinical topics, practice management, health policy issues, ethical issues, and updates on diseases and disorders. Articles are available in PubMed Central one year after publication. The journal’s impact factor is 2.2.

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Neurology ® Neuroimmunology & Neuroinflammation

An online-only, open-access journal with peer-reviewed reports of research affecting the full range of neurological diseases. Articles, editorials, and reviews aim to facilitate basic and translational research, along with enhancing patient care. The journal’s impact factor is 8.8.

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Neurology ® Genetics

An online-only, open-access journal with peer-reviewed reports in neurogenetics that elucidate the role of genetic and epigenetic variations in diseases and biological traits of the central and peripheral nervous systems. The journal’s impact factor is 4.1.

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Neurology ® Education  

An online-only, open access journal in the field of neurological and neuroscience education research. Original research articles, reviews, and editorials on evidence-based teaching methods and curriculum innovations provide the academic community with a forum to exchange ideas that enhance teaching and training.

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Continuum: Lifelong Learning in Neurology ®

An in-depth clinically oriented review journal for neurology professionals. Written by authors who are experts in their field, each bimonthly issue contains up-to-date knowledge around a single topic area in neurology with continuing medical education (CME) available.

Continuum ® Audio features conversations with Continuum ® authors that supplement each journal article and provide an opportunity for additional CME.

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Neurology Today ®

The AAN's official news source, reporting on breaking news, issues, and trends in neurology. The publication provides an inside track to advances from the AAN, Neurology ® , and other peer-reviewed neurology and medical journals. Published in print twice a month.

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Brain & Life ®

A free magazine and website for patients, caregivers, and anyone interested in brain health. Articles connect readers with stories of people living with brain disease, the latest research, and perspectives on neurological disorders and brain health not found anywhere else. A print subscription (six issues a year) is available to anyone residing in the United States.

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Brain & Life ® en Español

A free magazine for Spanish-speaking readers, published quarterly and is mailed to interested readers in the United States with all content available online.

Brain & Life and Brain & Life en Español print issues are available in bulk to AAN members in the US to share with your patients. Email [email protected] to learn more.

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Movement disorders, pain and head ache, systemic diseases, cns injuries and cerebrovascular diseases (stroke), neuromuscular diseases, neuroinflammation, infection and multiple sclerosis, neuropsychology, nerve anatomy/neuropathology, cellular and molecular neurodegeneration.

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– These articles focus mainly on neurology research. – What is neurology? – Definition of neurology: a science involved in the study of the nervous systems, especially of the diseases and disorders affecting them. – Neurology research can include information involving brain research, neurological disorders, medicine, brain cancer, peripheral nervous systems, central nervous systems, nerve damage, brain tumors, seizures, neurosurgery, electrophysiology, BMI, brain injuries, paralysis and spinal cord treatments.

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Restoring Brain’s Waste-Clearing System Reverses Aging Effects

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Glial Cells Play Key Role in Alzheimer’s Development

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Brain Scans Improve Concussion Care by Predicting Lasting Symptoms

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Lower Dementia Risk Than Previously Thought in Parkinson’s

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Parental Alcohol Use Linked to Early Aging in Kids

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Light and Sound Therapy Maintains Myelin in Alzheimer’s

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Dopamine Treatment Reduces Alzheimer’s Plaques

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Seaweed Antioxidants Show Promise in Preventing Parkinson’s

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Genetically Engineered Parasite Delivers Drugs to the Brain

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New Multiple Sclerosis Drug Regenerates Myelin, Improves Movement

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Brain’s Defense Mechanism Against Herpesvirus Identified

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Skin Cells Turned Neurons Reveal Alzheimer’s Aging Effects

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Pitch Perfect: Singing Earworms Reveals Surprising Trait

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Muscle Proteins Trigger Desire for Exercise

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Why Are We Drawn to Events Focused on Death and Disaster?

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Sleep Resets Neurons to Keep Learning Possible

neurology research paper topics

Research Topics & Ideas: Neuroscience

50 Topic Ideas To Kickstart Your Research Project

Neuroscience research topics and ideas

If you’re just starting out exploring neuroscience-related topics for your dissertation, thesis or research project, you’ve come to the right place. In this post, we’ll help kickstart your research by providing a hearty list of neuroscience-related research ideas , including examples from recent studies.

PS – This is just the start…

We know it’s exciting to run through a list of research topics, but please keep in mind that this list is just a starting point . These topic ideas provided here are intentionally broad and generic , so keep in mind that you will need to develop them further. Nevertheless, they should inspire some ideas for your project.

To develop a suitable research topic, you’ll need to identify a clear and convincing research gap , and a viable plan to fill that gap. If this sounds foreign to you, check out our free research topic webinar that explores how to find and refine a high-quality research topic, from scratch. Alternatively, consider our 1-on-1 coaching service .

Research topic idea mega list

Neuroscience-Related Research Topics

  • Investigating the neural mechanisms underlying memory consolidation during sleep.
  • The role of neuroplasticity in recovery from traumatic brain injury.
  • Analyzing the impact of chronic stress on hippocampal function.
  • The neural correlates of anxiety disorders: A functional MRI study.
  • Investigating the effects of meditation on brain structure and function in mindfulness practitioners.
  • The role of the gut-brain axis in the development of neurodegenerative diseases.
  • Analyzing the neurobiological basis of addiction and its implications for treatment.
  • The impact of prenatal exposure to environmental toxins on neurodevelopment.
  • Investigating gender differences in brain aging and the risk of Alzheimer’s disease.
  • The neural mechanisms of pain perception and its modulation by psychological factors.
  • Analyzing the effects of bilingualism on cognitive flexibility and brain aging.
  • The role of the endocannabinoid system in regulating mood and emotional responses.
  • Investigating the neurobiological underpinnings of obsessive-compulsive disorder.
  • The impact of virtual reality technology on cognitive rehabilitation in stroke patients.
  • Analyzing the neural basis of social cognition deficits in autism spectrum disorders.
  • The role of neuroinflammation in the progression of multiple sclerosis.
  • Investigating the effects of dietary interventions on brain health and cognitive function.
  • The neural substrates of decision-making under risk and uncertainty.
  • Analyzing the impact of early life stress on brain development and mental health outcomes.
  • The role of dopamine in motivation and reward processing in the human brain.
  • Investigating neural circuitry changes in depression and response to antidepressants.
  • The impact of sleep deprivation on cognitive performance and neural function.
  • Analyzing the brain mechanisms involved in empathy and moral reasoning.
  • The role of the prefrontal cortex in executive function and impulse control.
  • Investigating the neurophysiological basis of schizophrenia.

Research topic evaluator

Neuroscience Research Ideas (Continued)

  • The impact of chronic pain on brain structure and connectivity.
  • Analyzing the effects of physical exercise on neurogenesis and cognitive aging.
  • The neural mechanisms underlying hallucinations in psychiatric and neurological disorders.
  • Investigating the impact of music therapy on brain recovery post-stroke.
  • The role of astrocytes in neural communication and brain homeostasis.
  • Analyzing the effect of hormone fluctuations on mood and cognition in women.
  • The impact of neurofeedback training on attention deficit hyperactivity disorder (ADHD).
  • Investigating the neural basis of resilience to stress and trauma.
  • The role of the cerebellum in non-motor cognitive and affective functions.
  • Analyzing the contribution of genetics to individual differences in brain structure and function.
  • The impact of air pollution on neurodevelopment and cognitive decline.
  • Investigating the neural mechanisms of visual perception and visual illusions.
  • The role of mirror neurons in empathy and social understanding.
  • Analyzing the neural correlates of language development and language disorders.
  • The impact of social isolation on neurocognitive health in the elderly.
  • Investigating the brain mechanisms involved in chronic fatigue syndrome.
  • The role of serotonin in mood regulation and its implications for antidepressant therapies.
  • Analyzing the neural basis of impulsivity and its relation to risky behaviors.
  • The impact of mobile technology usage on attention and brain function.
  • Investigating the neural substrates of fear and anxiety-related disorders.
  • The role of the olfactory system in memory and emotional processing.
  • Analyzing the impact of gut microbiome alterations on central nervous system diseases.
  • The neural mechanisms of placebo and nocebo effects.
  • Investigating cortical reorganization following limb amputation and phantom limb pain.
  • The role of epigenetics in neural development and neurodevelopmental disorders.

Recent Neuroscience Studies

While the ideas we’ve presented above are a decent starting point for finding a research topic, they are fairly generic and non-specific. So, it helps to look at actual studies in the neuroscience space to see how this all comes together in practice.

Below, we’ve included a selection of recent studies to help refine your thinking. These are actual studies,  so they can provide some useful insight as to what a research topic looks like in practice.

  • The Neurodata Without Borders ecosystem for neurophysiological data science (Rübel et al., 2022)
  • Genetic regulation of central synapse formation and organization in Drosophila melanogaster (Duhart & Mosca, 2022)
  • Embracing brain and behaviour: Designing programs of complementary neurophysiological and behavioural studies (Kirwan et al., 2022).
  • Neuroscience and Education (Georgieva, 2022)
  • Why Wait? Neuroscience Is for Everyone! (Myslinski, 2022)
  • Neuroscience Knowledge and Endorsement of Neuromyths among Educators: What Is the Scenario in Brazil? (Simoes et al., 2022)
  • Design of Clinical Trials and Ethical Concerns in Neurosciences (Mehanna, 2022) Methodological Approaches and Considerations for Generating Evidence that Informs the Science of Learning (Anderson, 2022)
  • Exploring the research on neuroscience as a basis to understand work-based outcomes and to formulate new insights into the effective management of human resources in the workplace: A review study (Menon & Bhagat, 2022)
  • Neuroimaging Applications for Diagnosis and Therapy of Pathologies in the Central and Peripheral Nervous System (Middei, 2022)
  • The Role of Human Communicative Competence in Post-Industrial Society (Ilishova et al., 2022)
  • Gold nanostructures: synthesis, properties, and neurological applications (Zare et al., 2022)
  • Interpretable Graph Neural Networks for Connectome-Based Brain Disorder Analysis (Cui et al., 2022)

As you can see, these research topics are a lot more focused than the generic topic ideas we presented earlier. So, for you to develop a high-quality research topic, you’ll need to get specific and laser-focused on a specific context with specific variables of interest.  In the video below, we explore some other important things you’ll need to consider when crafting your research topic.

Get 1-On-1 Help

If you’re still unsure about how to find a quality research topic, check out our Research Topic Kickstarter service, which is the perfect starting point for developing a unique, well-justified research topic.

Research Topic Kickstarter - Need Help Finding A Research Topic?

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The state of clinical research in neurology

To study and provide an update on the state of clinical research in neurology in the United States.

US American Academy of Neurology members and chairs of departments of neurology were surveyed regarding clinical research in 2016. NIH data on the neuroscience pipeline and extramural grant funding were also collected.

The response rate was 32% (n = 254) for nonchair researchers and 58% (n = 67) for department chairs. Researcher respondents were on average 50 years old, 66% were men, and 81% were actively conducting clinical research, with phase II/III clinical trials and outcome measure studies being the most common type of research conducted. Time to conduct research, recruitment, and administrative burden were the major barriers reported. According to department chairs, funding and training opportunities in patient-oriented research have increased over the last 10 years. Overall, applicants to neuroscience-specific NIH institutes for extramural funding have decreased over the same time period.

Conclusions

The state of clinical research in neurology has remained relatively stable over the last 10 years, but neurologists still have barriers in conducting clinical research. There has been an interval decrease in neuroscience applicants for NIH funding, which raises concerns about the pipeline and future of clinical research in neurology. These results will serve as a reference for the development of solutions to these issues.

Over the last few decades, there has been a perceived crisis in clinical research attributed to reduced federal funding rates for clinical research, decreased recruitment of clinicians into research, and excessive clinical responsibilities. 1 , 2 On the forefront of assessing clinical research in neurology, the American Academy of Neurology (AAN) published the first “Status of Clinical Research in Neurology” report in 1995, which described the results of a survey conducted through chairs of neurology. 2 At the time, clinical researchers thought that they were poorly regarded as researchers and a substantially lower number of clinical researchers (20%) had more than half of their time protected for research compared to their basic science colleagues (70%). Reported reasons for this lack of necessary research time among clinicians included reduced reimbursement for clinical care necessitating more time spent in clinical duties, insufficient time to seek research funding, and grant applications that were not competitive with their basic researcher competitors. The survey was repeated in 2004 and 50% of chairs of neurology agreed that patient-oriented researchers had more difficulty getting research support and being adequately supported by grants. Furthermore, they reported that managed care had a negative effect on patient-oriented research. No institutional startup funds or training opportunities were available for patient-oriented researchers in 40% of the departments.

Many of these same concerns are present for clinical researchers in the current climate, as well as potentially new or growing barriers. Dramatic shifts in the clinical environment over the last 10 years, including the introduction of the electronic medical record, resident work hour restrictions, and higher demands for monitoring of clinical productivity that have increased the clinical burden on neurologists also threaten clinical research in neurology. Government shutdowns, budget stagnation, and decreasing funds for clinical research are potential factors in a worsening situation for the clinical research neurologist.

Herein, we report the results of the 2017 Clinical Research Survey, a survey of AAN members who were conducting research to (1) determine the current state of clinical research in neurology in the view of members of the AAN, (2) survey neurology chairs for their perception of the current state of clinical research and for comparison to survey responses in prior years, (3) identify perceived barriers for clinical research in neurology, and (4) explore NIH funding from institutes supporting neuroscience and neurology research for R01 and mentored awards over the same time period. 2 , 3 NIH data were used to show award data regarding the funding climate for clinical research.

Clinical research survey

For this study, AAN definitions of patient-oriented or clinical research were used. 3 The nonchair researcher population included neurologists and researchers who were current members of the AAN with a primary US address at the time of the sample pull on May 4, 2016 (n = 14,973). Of these, 9,710 were excluded because they were 65 years of age or older, were serving on an AAN committee, a neurology department chair, or did not self-report spending at least 1% of their professional time conducting research as determined by their AAN member record. It is standard practice for the AAN to remove those who are 65 and older, those on an AAN committee, and any member who has received a survey in the past 6 months to prevent survey fatigue and reduce burden on these groups of members. Of those 5,263 members remaining, 2,315 were excluded because they had received an AAN survey within the last 6 months, leaving 2,948 eligible members, of whom 800 were randomly sampled. Twelve of the 800 members from the researcher sample had invalid contact information, leaving a final sample of 788 researchers. The surveys were primarily conducted online but were supplemented with paper and fax distribution. Respondents answered between 10 and 41 questions depending on their roles (nonacademician researcher, academician, or chair). The authors designed 10 new questions but kept the remainder the same as in prior versions to allow for comparison. The instrument was vetted by the AAN Member Research Subcommittee and piloted by 2 AAN committee members.

The clinical research survey (appendix e-1, links.lww.com/WNL/A336 ) included questions to define the type of research conducted, aspects of the research environment, and funding by individuals who identified themselves as participating in clinical research. Survey respondents were asked whether they were conducting clinical research currently and, if not, what barriers had prevented them from doing so. Those conducting clinical research were asked to detail the specific types of clinical research they had conducted in the last year, the types of clinical research training they had received, and obstacles they had encountered. The amount of time spent in various research and clinical activities, percentage of funding for salary from various specified sources, and types of funding received were asked. Respondents from academic institutions were asked to agree or disagree with several statements addressing institutional support and publications, and whether they had participated in training fellows or other trainees in clinical research.

Neurology department chair survey

The chair population included the entire population of 116 US neurology department chairs listed in the AAN member database. The survey of department chairs included a series of questions about the size, environment of the department, as well as effect on clinical and basic research from both funding and payer perspectives (appendix e-1, links.lww.com/WNL/A336 ). Chairs were asked about departmental resources for training programs and promotional tracks, were provided questions regarding managed care, and were asked to make comparisons between clinical and basic researchers at the institution. These questions and the questions asked of academic researchers were kept the same as the questions asked on the 1995 and 2004 surveys to allow for a comparison of change in attitudes about clinical research over time. To improve response rates, members of the Clinical Research Subcommittee of the AAN also personally reached out to individual chairs by e-mail, phone calls, or in person to encourage survey completion.

NIH data were collected through publicly available tools on NIH.gov and NIH RePORTER with additional help from the office of the director of the National Institute of Neurological Disorders and Stroke (NINDS).

Statistical analysis

Standard descriptive statistics were used to characterize survey responders. Associations between researcher respondents and nonrespondents were evaluated using χ 2 tests for categorical variables (sex, member type, and practice setting) and independent t tests for continuous variables (age). No sampling margin of error or significance testing was calculated for the chair responses because of the use of the entire population. Descriptive statistics (mean, median, range for continuous variables; percentages for categorical) were calculated for the individual survey questions. Longitudinal differences to Likert scale questions for chair responses in 2004 and 2016 were compared using χ 2 tests, with the significance level set to p = 0.05. All analyses were performed using IBM SPSS Statistics version 23 (IBM Corp., Armonk, NY). Descriptive statistics were used to summarize NIH data.

The AAN initially contacted 788 randomly sampled nonchair members who spent ≥1% of their time in research activities between May and August of 2016. The response rate for the nonchair researcher survey was 31.8% (254/788). Demographic (age and sex) characteristics ( table 1 ) were comparable between the nonchair responders and the nonresponders, with the exception that nonneurologist research scientists accounted for a higher proportion of responders (19.7% vs 13.9%). The majority of researcher nonchair respondents (62.7%) were from an academic medical center–based group and reflect the overall sample in terms of practice setting.

Demographics of researcher sample respondents and nonrespondents

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With 254 of 788 researchers responding, percentage estimates for researchers were accurate to ±5.9% with 95% confidence. Among the 254 nonchair respondents, 19% of the respondents had not conducted clinical research in the past 12 months. Among those who had not conducted clinical research within 12 months, time, upfront costs, and formal training were the most likely barriers ( table 2 ). The respondent characteristics are described in table 3 . On average, 75% of the nonchair respondents were involved in clinical research, 9% were involved in basic science research, and 13% in translational research. Forty-five percent of the nonchair respondents mentored trainees in clinical research. Of their trainees, an average of 33% had applied and received a research grant. For those that conduct clinical research, the survey identified several barriers to research ( table 3 ).

Barriers to conducting research

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Characteristics of the respondents

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The AAN contacted all 116 chairs of US neurology departments. A total of 67 (57.7% response rate) of 116 US neurology department chairs responded to the survey (compared to a chair response rate of 81% in the 2004 survey). The mean age of respondents was 60.3 years (SD 7.5 years) and 83.6% were men. There were no significant differences in age, sex, or practice setting between chair responders and nonresponders.

Within the last year, 85% of chair respondents had reported personally conducting research and, on average, spent 25% of their professional time conducting research, of which 15% was basic research, 66% clinical research, and 17% translational research. Among department chairs, 47% believed that patient-oriented researchers have more difficulty than basic researchers securing research support at their home institution, which is similar to the chair responses in 2004 ( table 4 ). More chairs believed that clinical researchers were more adequately supported by grants at their institution (39% of 2016 chairs vs 27% in 2004 [ p = 0.12]), and that basic researchers are less adequately supported by grants (47% in 2016 vs 59% in 2004 [ p = 0.14]). Only 45% of chairs thought that managed care was having a negative effect on clinical research (compared to 75% in 2004 [ p < 0.001]), and only 15% thought basic research was negatively affected by managed care (compared to 31% in 2005 [ p = 0.02]). Institutional startup funds for patient-oriented researchers were available according to 60% of chairs, similar to 2004. Perceived availability of training opportunities for clinical research had improved, with 88% of chairs affirming these opportunities at their institution, compared with 60.4% in 2004 ( p < 0.001).

Chair responses in 2004 vs 2016

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Overall NIH success rates for grant applications had remained stable over the last 10 years (2006–2015) at 16% for all types of applications ( table 5 ). From 2006 to 2011 (the only years for which there were data available), there was an increase in MD, MD-PhD, and PhD applicants and awardees across the entire NIH, including all funding mechanisms ( table 6 ). Growth was largest in the PhD applicant pool compared to MD or MD-PhD applicants.

Comparison of R01 (investigator-initiated award), K23 (mentored patient-oriented research career development award), and K08 (mentored clinician scientist development award)

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Applicants and awards by degree across NIH a

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For NIH institutes with a specific focus on neurology and neuroscience (NINDS, National Institute on Aging [NIA], National Institute of Mental Health [NIMH]) over the last 10 years, however, there has been a 17% decrease in applicants overall for Research Project (R01) grants comparing between 2006 and 2015 ( table 5 ). Mentored awards saw larger decreases in applicant number, with a 24% decrease in Patient-Oriented Research Career Development Award applicants and a 42% decrease in Clinical Scientist Research Career Development Award applicants. While success rates for neurology-specific NIH institutes remained largely stable or increased over the 10-year period, the success rate for K23 awards and K08 awards at NINDS dropped from 33% and 39% in 2006 to 22% and 32.6% in 2015, respectively.

For midcareer investigator awards in Patient-Oriented Research (K24), there were 12 applicants total in 2015, with 75% funded, compared to 33 applicants in 2005, with 36% funded. From 2008 to 2015, the total number of NIH-defined clinical research grants awarded has decreased from 6,065 to 5,472. Funding for NIH-defined clinical research grants has remained relatively stable for NINDS and NIA, but decreased for NIMH. NIH-defined, high-risk, high-reward clinical research programs have risen, including Pioneer Awards (1/10 awarded in 2008 to 3/23 in 2015), New Innovator Awards (2/36 in 2008 to 7/42 in 2015), and Early Independence Awards (1/9 in 2010 to 7/16 in 2015). Transformative Research Awards, established in 2009, have decreased from 8/43 in 2009 to 2/8 in 2015.

The results of this clinical research in neurology survey suggest that both the environment and funding for clinical research have remained relatively stable over the last 10 years. Unexpectedly, department chairs reported a reduced negative effect of managed care on academic research compared to 2004 and an increase in training opportunities in patient-oriented research.

Time to conduct research, recruitment challenges, and administrative burden remain major obstacles for clinical researchers. The mean time spent on research (30%) as compared to other professional activities, is likely inadequate for the performance of more complex or larger-scale research, which ultimately affects the type of clinical research that is being done in our community at large. Within the qualitative comments at the end of the survey, researchers in academic practices identified high clinical demands as a barrier to research; in direct contrast, private practice respondents reported that clinical research (industry) was critical for financial solvency. This has allowed those in private practice to participate in clinical research, when they otherwise might not have. However, it may be noted that the type of clinical research conducted in academic vs private practices may contribute to responses, with private practices more likely to conduct clinical trials and less likely to conduct investigator-initiated research. Other concurrent time-consuming clinical activities that reduce the ability to conduct clinical research were not specifically queried (e.g., time spent on electronic medical record activities). Potential solutions to increase and provide clinical researchers with protected time include using indirect funding related to grants to buy clinical research faculty time 4 and/or research “performance-based” programs 5 that provide in-kind time for successful achievement of specified research milestones (e.g., submitted grant applications, completing projects, and/or publishing results). The latter could also be used for incentive-based payments, similar to those used for clinical-focused faculty, which would incentivize clinical research faculty productivity and provide payment models that are on par with seeing clinic patients.

Difficulty with patient recruitment was cited as a major barrier to clinical research. The NIH has established clinicaltrials.gov , which allows patients to directly search for appropriate studies and ResearchMatch, an online national clinical research registry that matches patients with studies at institutions in order to facilitate research recruitment. The AAN and other neurologic organizations may need to work with the NIH to provide other solutions. Regulatory burden may be eased with the new federal policies for the protection of humans subjects research (the “Common Rule”), which are anticipated to change in 2018, including expansion of the definition of exempt research and elimination of some continuing reviews that need to be submitted to institutional review boards. Other resources for clinical researchers that could resolve barriers could include centralizing services, such as biostatistics, research personnel, and regulatory experts, at institutions that do not have established clinical research centers. 6

The number of applicants for neurology institute–specific NIH R01 awards has dropped between 2006 and 2015, as have applications for K23 and K08 awards from 42% to 24% during that same time period. These reductions do not appear to be secondary to a substantial decrease in success rates because most NINDS, NIA, and NIMH success rates have remained stable or improved. In addition, these decreases in applicant numbers do not appear to reflect NIH-wide trends, since the overall number of MD, MD-PhD, and PhD applicants for grants NIH-wide increased comparing 2006 to 2011. Instead, it appears that the decrease in R01 applicants was associated with an increase in R21 and U01 application rates across these institutes. Although beyond the scope of this project, determining whether R21 applicants are more junior researchers and have a lower conversion to a subsequent R01, contributing to the overall decrease in R01 awards, would be important.

The decrease in application rates for mentored awards to neurology-specific institutes suggests that within the neurosciences, there are factors unrelated to funding rates or available training in clinical research that are driving a decision not to pursue research (and research funding). If the trend continues, there will be fewer and fewer individuals pursuing NIH-funded neuroscience-oriented research in the future. Because of low application rates, the K24 program was not renewed at NINDS, which will have the anticipated effect of providing fewer NIH-funded mentors for K awardees. A novel attempt to increase research by the NINDS is the R25 program, which sponsors educational activities that complement other formal training programs including activities during the summer academic break for students, and may help the pipeline. An important potential factor in reduced funding applications not studied in this survey includes neurologist burnout. 7 In fact, increased research time, which often provided increased autonomy and decreased time spent in direct patient care, might be expected to protect academic researchers from physician burnout.

Limitations to the current study should be acknowledged. First, response rates for both AAN nonchair members and US neurology department chairs were substantially lower compared to previous surveys. Repeated efforts to increase response rates, including individualized contact to all neurology department chairs by the authors, were not successful in increasing response rates up to that seen in prior years. This low response rate may reflect the general lack of time cited by AAN survey respondents as a barrier to research in the current climate rates and could have biased findings reported in the current survey as respondents may differ from nonrespondents in terms of time, research interests, or other factors. The low response rate could also reflect systematic biases in those who completed the surveys. Second, there is a caveat to looking at the NIH data at 2 time points in that it may not best represent linear trends over the 10 years. Finally, this survey and past surveys have not distinguished between investigator-initiated research as opposed to neurologist participation in clinical trials. Both of these research pursuits are important, and future surveys may benefit from adding more questions relevant to each of these types of studies.

The state of clinical research in neurology has remained stable in many areas over the last 10 years. However, fewer neurology researchers are applying for NIH funding, with the greatest decrease found in the number of early career award applicants, a mechanism to support mentored research. While the reasons for this decrease in applicant rates remain unclear, our survey suggests that limited time, challenges of subject recruitment, and administrative burden are the largest barriers for neurologic clinical researchers. These barriers, and others, must be identified and addressed to avoid an efflux of talent from bringing new cures to neurologic patients.

Acknowledgment

The authors thank Nate Kosher at the American Academy of Neurology for conduct of the survey, and Amy Borenstein, PhD, MPH, at University of South Florida, Lisa DeAngelis, MD, at Memorial Sloan Kettering in New York, Amanda Peltier, MD, at Vanderbilt University, Nashville, TN, Alice Chen-Plotkin, MD, at Department of Neurology, University of Pennsylvania, Philadelphia, Walter Koroshetz, MD, at the National Institute of Neurological Disorders and Stroke, Ralph Sacco, MD, at University of Miami, Barbara Vickrey, MD, MPH, at Mount Sinai in New York for editing and comments on the manuscript.

AANAmerican Academy of Neurology
NIANational Institute on Aging
NIMHNational Institute of Mental Health
NINDSNational Institute of Neurological Disorders and Stroke

Author contributions

D.H.: design/conceptualization of the study, analysis and interpretation of the data, drafting and revising the manuscript for intellectual content. A.R.R.: design/conceptualization of the study, analysis and interpretation of the survey data, revising the manuscript for intellectual content. J.M.G.: design/conceptualization of the study, analysis and interpretation of the survey data, revising the manuscript for intellectual content. A.V.: design/conceptualization of the study, analysis and interpretation of the survey data, revising the manuscript for intellectual content. M.B.: design/conceptualization of the study, interpretation of the data, critically revising the manuscript for intellectual content. B.M.K.: design/conceptualization of the study, analysis and interpretation of the survey data, revising the manuscript for intellectual content. C.C.: design/conceptualization of the study, analysis and interpretation of the survey data, revising the manuscript for intellectual content. M.G.: design/conceptualization of the study, analysis and interpretation of the survey data, revising the manuscript for intellectual content.

Study funding

No targeted funding reported.

D. Hall has received research support from NINDS, Parkinson Foundation, Anti-Aging Foundation, Shapiro Foundation, Pfizer, AbbVie, and Neurocrine. A. Ramos has received research support from the University of Miami, Miller School of Medicine Clinical and Translational Science Institute, NINDS, and NIA. He also serves as consultant to MCMC, LLC, CompPartners, Inc., and Medical Review Institute of America. J. Gelfand reports personal compensation for consulting on a scientific advisory board for Genentech (more than 1 year ago) and MedImmune (more than 2 years ago), and medical legal consulting (expert witness). Dr. Gelfand has received research support to UCSF from Genentech and MedDay for clinical trials and from Quest Diagnostics for development of a dementia care pathway. Dr. Gelfand's wife has received personal compensation for consulting on a scientific advisory board for Eli Lilly, eNeura, and Zosano, travel expenses to a scientific meeting from Teva, and research support to UCSF from eNeura and Allergan (more than 1 year ago). A. Videnovic has received research support from NINDS. He has served as a site investigator for clinical trials supported by Pfizer and PhotoPharmics. He has received personal compensation for DSMB and consulting services for Acorda Therapeutics, Wilson Therapeutics, Pfizer, and Retrophin. M. Benatar has received research support from NINDS, NCATS, FDA, DOD, CDC, Muscular Dystrophy Association, the ALS Association, and Eli Lilly and Company. He has served as a site investigator for clinical trials supported by Alexion, Cytokinetics, and Neuraltus. He has received personal compensation for advisory board services for Denali Therapeutics, Mitsubishi Tanabe Pharma, UCB, and Ra Pharmaceuticals. C. Cahill is an employee of the American Academy of Neurology. B. Kluger has received support from NINDS, NIA, NINR, the Michael J. Fox Foundation, the Parkinson Foundation, PCORI, the Colorado Clinical and Translational Sciences Institute, and the Davis Phinney Foundation. M. Goldman has received consultant fees from ADAMAS, EMD Serono, Novartis Pharmaceuticals, and Teva Neuroscience. She has received grant funding from the NIH NINDS, National MS Society, PCORI, Biogen Idec, and Novartis Pharmaceuticals. She has received travel support from Biogen, Acorda Therapeutics, EMD Serono, Teva Neuroscience, and Novartis Pharmaceuticals. Go to Neurology.org/N for full disclosures.

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121 Original Neuroscience Research Topics

neurology research paper topics

Now, wouldn’t it be great if you had a list of awesome neuroscience research topics to choose from? Our PhD dissertation help would definitely make writing a thesis or dissertation a lot easier. Well, the good news is that we have a long list of neuroscience paper topics for you right here.

The list of topics is updated periodically, so you will surely be able to find a unique topic; something that nobody has though of yet. And yes, you can use any of our topics for free.

Writing a Neuroscience Dissertation

To write a good dissertation, you need more than just our interesting neuroscience topics. Your supervisor expects you to make some progress pretty quickly, so you really need all the help you can get. You can get all the assistance you need to get started quickly from our dissertation experts and you’ll also find the following guide useful:

Set up your project and conduct the necessary research and data analysis. Don’t forget to think about an interesting, captivating thesis statement. Start by writing the first chapter of the dissertation, the introduction. This will provide your readers with comprehensive background information about your study. Write the Literature Review chapter. This will take some time, especially if you are dealing with a popular subject. Write the Methodology chapter. This is basically an iteration and in-depth description of each and every method you have used to collect the data. Write the Results chapter. In this chapter, you will present your readers the results of your research. You don’t need to provide your own take on the data yet. Next comes the Discussion (or Analysis) chapter. This is where you are free to discuss your results and show your readers how they support your thesis. Finally, the Conclusion chapter wraps everything up. You can summarize your methods, results and analysis and make it clear that your paper has answered all the relevant research questions. Write the References section and the Appendices section. Edit and proofread your work thoroughly to make sure you don’t lose points over some minor mistakes – or have our expert proofreaders and editors do it for you.

This step-by-step guide applies to any thesis or dissertation. However, before you even get this far, you need a great topic to start with. Fortunately, we have 121 brand new topics for you right here on this page.

Interesting Neuroscience Topics

If you are looking for some of the most interesting neuroscience topics, you have definitely arrived at the right place. Our experts have put together the best list of ideas for you:

  • Research the occurrence of cerebrovascular disease in the United States
  • What causes a headache?
  • An in-depth look at muscular dystrophy
  • The causes of multiple sclerosis
  • Talk about neuroregeneration
  • Define cognitive neuroscience
  • Everything about dementia
  • Study brain development from birth to age 2
  • What causes Parkinson’s disease?
  • The function of peripheral nerves
  • What are vestibular disorders?
  • Pain and the science behind it
  • An in-depth analysis of stem cells

Engaging Topics in Neuroscience

Are you looking for some engaging topics in neuroscience? If you want the best ideas, all you have to do is take a look at the following list and take your pick:

  • Research the Down syndrome
  • A closer look at ADHD
  • What causes brain tumors?
  • What causes epilepsy episodes?
  • Research the occurrence of schizophrenia in the UK
  • An in-depth look at brain stimulation
  • Treating severe depression in young adults
  • Improving memory in the adult population
  • The importance of sleep for brain health
  • Mapping the human brain

Comprehensive Neuroscience Topic for Every Student

The nice thing about our blog is that we have a comprehensive neuroscience topic for every student. Even better, all our topics are relatively simple, so you don’t have to spend a lot of time doing research:

  • The future of brain implants
  • The processes behind depression
  • The role of dopamine
  • How are emotions created?
  • Love starts in your brain, not your heart
  • ADHD behavior and brain activity
  • Effects of illegal drugs on dopamine production
  • How does dyslexia manifest itself?
  • Early stages of Schizophrenia
  • The link between gut bacteria and the brain
  • Studying the brains of people with a high IQ

Neuroscience Research Questions

The best way to get ideas for your next paper is to take a look at some original neuroscience research questions. Here are some that should get you started right away:

  • How do brain tumors cause damage?
  • What causes substance addiction?
  • What role does the brain play in autistic spectrum disorders?
  • Does being a vegetarian influence your brain?
  • What causes chronic migraines?
  • Why is Pierre Paul Broca’s work important?
  • Why is stress so dangerous for the brain?
  • How do genes influence the onset of Alzheimer’s disease?
  • What can cause a brain tumor?
  • Does music affect the human brain?
  • Can repeated head injuries damage the brain? (think about modern sports)
  • What does being Bipolar I mean?

Easy Neuroscience Paper Topics

Our experts have created a list of easy neuroscience paper topics for you. You could start writing your thesis in no time if you choose one of these great ideas:

  • What causes epilepsy?
  • A closer look at Alzheimer’s disease
  • What can cause a loss of feeling?
  • The effects of dementia on the brain
  • The symptoms of Parkinson’s disease
  • What can cause memory loss?
  • Mitigating headaches without medication
  • The effects of a mild stroke
  • Talk about Amyotrophic Lateral Sclerosis
  • What can cause a lack of coordination?

Neuroscience Research Topics for College Students

We have a list of awesome neuroscience research topics for college students and you can use any one of them for free. Take a look at our best ideas yet:

  • Can the brain be linked to substance abuse?
  • How does the brain recognize people?
  • Latest development in brain surgery
  • An in-depth look at neuroplasticity
  • Innovative medication for treating brain disorders
  • Treating Alzheimer’s in 2023
  • How damaging is Cannabis for the brain?

Cognitive Neuroscience Research Topics

If you want to talk about something in cognitive neuroscience, we have put together the best and most interesting cognitive neuroscience research topics:

  • The role played by neurons in our body
  • What is Magnetoencephalography?
  • How difficult is it to map the entire brain?
  • Define consciousness from a neurological POV
  • How does our brain affect our perception?
  • Discuss Transcranial Magnetic Stimulation procedures
  • Latest advancements in Functional magnetic resonance imaging

Brain Research Topics

Brain research is a very interesting thing to talk about, especially since we are still struggling to understand how certain things work. Take a look at some amazing brain research topics:

  • Study the brain development of an infant
  • Brain tumor stages
  • The effect of social media on the human brain
  • Multiple sclerosis treatment options
  • What can cause muscular dystrophy?
  • Discuss 3 cerebrovascular diseases
  • Interesting breakthroughs in cellular neuroscience
  • Talk about our brain’s problem-solving abilities
  • The effects of sugar on brain chemistry

Neurobiology Topics

We agree, researching a topic in neurobiology is not easy. However, with the right neurobiology topics, you could write an awesome thesis without spending years working on it:

  • Research the role of the amygdala
  • What are brain neurotransmitters?
  • The causes of posttraumatic stress disorder
  • How do we recognize a bipolar disorder?
  • The importance of hormones
  • Talk about experimental psychology

Behavioral Neuroscience Research Topics

Do you want to write your dissertation on a behavioral neuroscience topic? Our experts have compiled a list of the most interesting behavioral neuroscience research topics for you:

  • The processes behind sensation
  • How does the brain control our movement?
  • An in-depth look at motivated behavior
  • Best way to diagnose a sleep disorder
  • Improving success at academic activities
  • How does your brain perceive the environment?

Cool Neuroscience Topics

We have some very cool neuroscience topics right here and the good news is that they’re all relatively easy. The list has been updated recently and new topics have been added:

  • Effects of plant-based diets
  • The life and work of Cornelia Bargmann
  • Discuss a breakthrough in neurotech
  • 3D brain function mapping
  • Discuss the importance of brain implants
  • The life and work of Róbert Bárány

Controversial Topics in Neuroscience

Just like any other field, neuroscience has its controversies. And what better way to start a dissertation than finding the most controversial topics in neuroscience:

  • Discuss the Bayesian brain theory
  • Ethics behind wearable brain gadgets
  • Discuss postnatal neurogenesis
  • Can our brain “deep learn”?
  • Invasive brain imaging procedures
  • How do we differentiate between good and bad?

Hot Topics in Neuroscience

Did you know that getting hot topics in neuroscience is not overly difficult? This section of our list of topics is updated periodically, so you can definitely find an original idea right here:

  • Electrical brain stimulation methods
  • Define the concept of Free Will
  • Talk about hereditary brain disorders
  • How is speech formed?
  • Can our brain hibernate?
  • What causes aggressive behavior?

Current Topics in Neuroscience

The best way to make your thesis interesting is to write about something that is of great interest. This means you need to choose one of our current topics in neuroscience:

  • Cerebellar Neurons that can help you lose weight
  • Effects of a meat-based diet
  • Latest brain mapping technology
  • CT scans in 2023
  • Brain implants that can control a computer
  • An in-depth look at super-agers

Complex Neurological Research Topics

Are you looking for some complex neurological research topics? If you want to give a difficult topic a try, don’t hesitate to choose one of these excellent ideas:

  • An in-depth look at the Demyelinating disease
  • The effects of a cerebrovascular stroke
  • Bioterrorism in 2023
  • Legal issues in neurology
  • Dopamine’s link to aggressiveness
  • Brain changes that lead to alcohol addiction

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The Department of Neurology and Neurological Sciences hosts one of the top neurology research programs in the U.S. with its faculty serving as leaders in many fields of neurology research. The department is currently ranked among the top 5 neurology departments in NIH funding and has NIH and other formally designated Centers of Excellence in multiple areas. In addition, our department has the highest number of NIH Pioneer Award Faculty members in the U.S. (four), a reflection of the exceptionally innovative Stanford research milieu and department research support. Our research activities cover a wide range of programs ranging from basic neuroscience studies, quantitative data sciences, translational studies, and clinical trials. In addition, Stanford University is well known for its outstanding, high-impact neuroscience community consisting of several hundred faculty including many international leaders in multiple areas. Located in the heart of Silicon Valley, our researchers benefit from collaboration with leading experts in medical imaging, computer science, genomics, proteomics, stem cells, and bioengineering. Our department also benefits from being located on the main Stanford campus with collaborations across all the full range of schools and departments.

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Our researchers have access to the finest shared core research resources including the Stanford Center for Clinical and Translational Education and Research, the Stanford Behavioral and Functional Neuroscience Laboratory , and The Richard M. Lucas Center for Imaging, one of the premiere centers in the world devoted to research in magnetic resonance imaging (MRI), spectroscopy (MRS) and CT imaging. 

Stanford continues to grow and provide new, exciting opportunities for research. The new Lorry I. Lokey Stem Cell Research Building houses the Stanford Stem Cell Biology and Regenerative Medicine Institute, integrating researchers from multiple specialties and disciplines including cancer, neuroscience, cardiovascular medicine, transplantation, immunology, bioengineering, and developmental biology. And soon, The Jill and John Freidenrich Center for Translational Research (FCTR) will be the home for innovative, collaborative, and interdisciplinary clinical and translational research at the School of Medicine and the University.

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Through our training program , we are committed to teaching residents in both laboratory and clinical research.  Our fellowship program offers training in many specialties including clinical neurophysiology (with subspecialty in epilepsy, neuromuscular disease, or intraoperative monitoring), stroke/vascular neurology, multiple sclerosis, headache, neurocritical care, neurohospitalist, neuro-oncology, and movement disorders.

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Along with laboratory research , members of our department actively engage in investigator-initiated clinical trials in addition to national and international multicenter clinical trials. Current trials include those for stroke, ependymoma, traumatic brain injury, multiple sclerosis, movement disorders including Parkinson’s disease, and memory disorders including Alzheimer’s disease ( ADRC ).

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Analysis of the Association between Antidepressants and Seizures Based on the Faers Database

43 Pages Posted: 16 Aug 2024

Lishui Second People’s Hospital

Dongsheng Zhou

Ningbo university - ningbo kangning hospital, haiyun zhou.

Background: Antidepressants are extensively employed in the treatment of depression and other psychiatric disorders; however, their potential link to seizures has engendered clinical concern. This study seeks to elucidate the relationship between four specific antidepressants (bupropion, venlafaxine, fluoxetine, and amitriptyline) and the incidence of seizures, thereby assessing the associated risks of their usage. Methods: This investigation utilized adverse event report data pertaining to seizures linked to the four aforementioned antidepressants, spanning from 2004 to 2023. Descriptive statistical techniques were employed to analyze temporal trends, gender and age distributions of the reports, and the correlation between each drug and specific seizure types. Results: The findings indicate a notable surge in the number of seizure reports post-2014, culminating in a peak in 2020. The majority of these reports originated from female patients, predominantly within the 19 to 65-year age range. Each of the four antidepressants exhibited a significant association with seizure occurrences, with bupropion and venlafaxine being particularly prominent. Additionally, distinct correlations were observed between the individual drugs and specific types of seizures. Conclusion: This study underscores the significant associations between bupropion, venlafaxine, fluoxetine, and amitriptyline and the occurrence of seizures. These findings underscore the necessity for clinicians to remain vigilant regarding the risk of seizures when prescribing these medications and to enhance patient monitoring protocols. Further mechanistic studies and clinical trials are warranted to deepen the understanding of the relationship between these drugs and seizure occurrences, thus informing clinical practice. Funding: This manuscript was funded by Zhejiang Province Traditional Chinese Medicine Science and Technology Project(2024ZL1306). Declaration of Interest: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest. Ethical Approval: This project was submitted for review through Advocate Health and was waived as this study was deemed non-human subject related research.

Keywords: Antidepressants, Seizures, Bupropion, Venlafaxine, Adverse Event Reports

Suggested Citation: Suggested Citation

Liuyin Jin (Contact Author)

Lishui second people’s hospital ( email ).

Ningbo China

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Revisiting the covid-19 pandemic: mortality and predictors of death in adult patients in the intensive care unit.

neurology research paper topics

1. Introduction

2.1. type of study and data collection, 2.2. data recoding, 2.3. statistical analysis, 4. discussion, 5. conclusions, author contributions, institutional review board statement, informed consent statement, data availability statement, acknowledgments, conflicts of interest.

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% Yes (95% Confidence Interval) [n]p-ValueUnadjusted Odds-Ratio (95% Confidence Interval)
TraitSurvivor (n = 263)Non-Survivor (n = 325)
Admitted from another service67.30 (61.63–72.97) [177]63.38 (58.15–68.62) [206]0.3210.84 (0.60–1.19)
Female sex45.25 (39.23–51.26) [119]33.85 (28.70–38.99) [110]0.0050.62 (0.44–0.87)
Obesity presence35.74 (29.95–41.53) [94]32.62 (27.52–37.71) [106]0.4270.87 (0.62–1.23)
Systemic arterial hypertension presence48.29 (42.25–54.33) [127]53.23 (47.81–58.66) [173]0.2331.22 (0.88–1.69)
Diabetes mellitus presence19.01 (14.27–23.75) [50]32.92 (27.81–38.03) [107]<0.0012.09 (1.42–3.07)
Cardiovascular disease presence10.65 (6.92–14.37) [28]12.92 (9.28–16.57) [42]0.3951.25 (0.75–2.07)
Asthma presence1.90 (0.25–3.55) [5]1.54 (0.20–2.88) [5]0.7360.81 (0.23–2.82)
Chronic obstructive pulmonary disease presence7.60 (4.40–10.81) [20]11.38 (7.93–14.84) [37]0.1201.56 (0.88–2.76)
Chronic kidney disease presence7.22 (4.10–10.35) [19]10.15 (6.87–13.44) [33]0.2101.45 (0.81–2.62)
Etilism habit presence4.94 (2.32–7.56) [13]8.00 (5.05–10.95) [26]0.1341.67 (0.84–3.32)
Smoking habit presence18.63 (13.93–23.34) [49]23.08 (18.5–27.66) [75]0.1871.31 (0.88–1.96)
COVID-19 vaccine previous hospital admission17.11 (12.56–21.66) [45]20.31 (15.93–24.68) [66]0.3231.23 (0.81–1.88)
Invasive mechanical ventilation use39.54 (33.63–45.45) [104]98.46 (97.12–99.80) [320]<0.00197.85 (39.1–244.86)
Median (Quartile 1–Quartile 2) [n]p-valueOdds-Ratio (95% Confidence interval)
TraitSurvivor (n = 263)Non-survivor (n = 325)
Age in years53 (40.5–65.5) [263]65 (52–73) [325]<0.0011.03 (1.02–1.04)
Total number of comorbidities1 (0–2) [263]1 (1–2) [325]0.0071.19 (1.03–1.36)
Time in days from symptom to ICU admission11 (8–14) [245]11 (7–14) [285]0.2290.99 (0.96–1.02)
Simplified Acute Physiology Score 3 score49 (38–58) [263]61 (49–71) [325]<0.0011.05 (1.04–1.06)
Simplified Acute Physiology Score in %15.9 (6–31.5) [263]39.8 (19–58.5) [325]<0.0011.04 (1.03–1.05)
Length of stay at the ICU in days8 (4–17) [263]11 (6–22) [325]<0.0011.02 (1.00–1.03)
Length of stay at the Hospital in days19 (11–31) [263]15 (7–27) [325]<0.001
% Yes (95% Confidence Interval) [n]p-ValueUnadjusted Odds-Ratio (95% Confidence Interval)
TraitSurvivorNon-Survivor
Admitted from another service74.04 (65.61–82.46) [77]62.81 (57.52–68.11) [201]0.0330.59 (0.36–0.97)
Female sex57.69 (48.2–67.19) [60]32.81 (27.67–37.96) [105]<0.0010.36 (0.23–0.56)
Obesity presence38.46 (29.11–47.81) [40]33.13 (27.97–38.28) [106]0.3220.79 (0.5–1.25)
Systemic arterial hypertension presence45.19 (35.63–54.76) [47]53.13 (47.66–58.59) [170]0.1601.37 (0.88–2.14)
Diabetes mellitus presence20.19 (12.48–27.91) [21]33.13 (27.97–38.28) [106]0.0101.96 (1.15–3.33)
Cardiovascular disease presence7.69 (2.57–12.81) [8]12.81 (9.15–16.47) [41]0.1401.76 (0.8–3.89)
Asthma presence0 (0–0) [0]1.56 (0.2–2.92) [5]0.092
Chronic obstructive pulmonary disease presence4.81 (0.70–8.92) [5]11.56 (8.06–15.07) [37]0.0322.59 (0.99–6.77)
Chronic kidney disease presence2.88 (0–6.1) [3]10.31 (6.98–13.64) [33]0.0093.87 (1.16–12.9)
Etilism habit presence5.77 (1.29–10.25) [6]8.13 (5.13–11.12) [26]0.4171.44 (0.58–3.61)
Smoking habit presence11.54 (5.40–17.68) [12]23.44 (18.8–28.08) [75]0.0062.35 (1.22–4.52)
COVID-19 vaccine previous admission13.46 (6.90–20.02) [14]20.31 (15.9–24.72) [65]0.1091.64 (0.88–3.06)
Blood transfusion26.92 (18.40–35.45) [28]31.56 (26.47–36.65) [101]0.3681.25 (0.76–2.05)
Use of noradrenaline90.38 (84.72–96.05) [94]99.38 (98.51–100.00) [318]<0.00116.92 (3.64–78.55)
Use of vasopressin17.31 (10.04–24.58) [18]70.94 (65.96–75.91) [227]<0.00111.66 (6.65–20.47)
Use of hydrocortisone29.81 (21.02–38.6) [31]71.56 (66.62–76.51) [229]<0.0015.93 (3.65–9.63)
Use of neuroblocker71.15 (62.45–79.86) [74]68.13 (63.02–73.23) [218]0.5600.87 (0.53–1.41)
Use of midazolam94.23 (89.75–98.71) [98]91.25 (88.15–94.35) [292]0.3150.64 (0.26–1.59)
Use of fentanyl98.08 (95.44–100.72) [102]93.44 (90.72–96.15) [299]0.0450.28 (0.06–1.21)
Use of propofol59.62 (50.19–69.05) [62]51.25 (45.77–56.73) [164]0.1360.71 (0.46–1.12)
Use of ketamine37.5 (28.20–46.8) [39]44.06 (38.62–49.5) [141]0.2381.31 (0.83–2.07)
Use of non-invasive ventilation62.5 (53.20–71.8) [65]61.56 (56.23–66.89) [197]0.8640.96 (0.61–1.52)
Use of indwelling bladder catheter100 (100–100) [104]97.19 (95.38–99.00) [311]0.024
Use of tracheostomy40.38 (30.95–49.81) [42]13.75 (9.98–17.52) [44]<0.0010.24 (0.14–0.39)
Use of central venous catheter100 (100–100) [104]98.75 (97.53–99.97) [316]0.132
Renal replacement therapy18.27 (10.84–25.7) [19]58.44 (53.04–63.84) [187]<0.0016.29 (3.65–10.85)
Haematocrit abnormal33.65 (24.57–42.74) [35]48.28 (42.79–53.76) [154]0.0091.84 (1.16–2.82)
Red cell distribution width >1513.46 (6.9–20.02] [14]27.59 (22.68–32.49] [88]0.0022.45 (1.32–4.53)
Neutrophil to platelet ratio abnormal17.48 (10.14–24.81] [18]33.54 (28.34–38.75] [106]0.0012.38 (1.36–4.17)
Prototombin activation time abnormal6.12 (1.38–10.87] [6]19.02 (14.61–23.42] [58]0.0013.60 (1.50–8.63)
International Normalized Ratio abnormal5.1 (0.75–9.46] [5]15.84 (11.73–19.95] [48]0.0033.50 (1.35–9.06)
Median (Quartile 1–Quartile 2) [n]p-ValueUnadjusted Odds-Ratio (95% Confidence Interval)
TraitSurvivorNon-Survivor
Age in years49.50 (38–61) [104]64.00 (51–72) [320]<0.0011.05 (1.03–1.06)
Total number of comorbidities1 (0–2) [104]1 (1–2) [320]0.0031.31 (1.08–1.6)
Time in days from symptom to ICU admission11 (8–13.75) [98]11 (7–14) [282]0.6760.99 (0.95–1.03)
Length of stay at the ICU in days21.5 (13–33.5) [104]12 (6–22) [320]<0.0010.97 (0.96–0.98)
Simplified Acute Physiology Score 3 score51 (37.75–62) [104]61 (49–71) [320]<0.0011.04 (1.02–1.05)
Simplified Acute Physiology Score in %20.25 (6–39.8) [104]39.8 (19–58.5) [320]<0.0011.03 (1.02–1.04)
Days of mechanical ventilation use15.5 (9–27.25) [104]11.5 (5–19) [312]<0.0010.98 (0.97–1.00)
Hemoglobin in g/dL12.6 (11.18–14.13) [104]12.4 (10.8–14.05) [319]0.6410.97 (0.88; 1.06)
Leukocytes in 1000/mm 11.3 (7.58–13.7) [104]11.9 (8.4–17.05) [319]0.0561.05 (1.01–1.09)
Haematocrit in %37.65 (34.18–41.58) [104]37.3 (32.7–41.55) [319]0.6310.99 (0.96–1.02)
Mean Corpuscular Volume in fL88.9 (85.35–91.2) [104]88.9 (85.1–93.2) [319]0.2751.02 (0.99–1.05)
Mean Corpuscular Hemoglobin in pg29.65 (28.8–30.6) [104]29.9 (28.6–31.1) [319]0.2191.06 (0.97–1.16)
Mean Corpuscular Hemoglobin Concentration in g/dL33.5 (32.2–34.63) [104]33.6 (32.45–34.6) [319]0.8730.98 (0.86–1.13)
Red cell distribution width in %13.9 (13.2–14.6) [104]14.1 (13.2–15.2) [319]0.0971.16 (1.00–1.34)
Mean platelet volume in fL10.5 (10–11.1) [103]10.7 (10–11.4) [314]0.4051.05 (0.84–1.32)
Myelocytes in units by mm 0 (0–0) [104]0 (0–0) [319]0.5901.00 (1.00–1.00)
Rods in units by mm 601 (298–1349) [104]755 (377.5–1444.5) [319]0.1771.00 (1.00–1.00)
Segmented in units by mm 8406 (5901.5–11,436.25) [104]9480 (6335.5–13,751) [319]0.0441.00005 (1.00001–1.0001)
Lymphocytes in units by mm 810.5 (483.5–1120.5) [104]687 (385–1150) [319]0.2561.00 (1.00–1.00)
Monocytes in units by mm 380 (271–633) [102]426 (282–750) [317]0.2151.00 (1.00–1.00)
Neutrophils in units by mm 9400 (6499–12,578.25) [104]10250 (7138–15,178) [319]0.0571.00 (1.00–1.00)
Platelet in units/1000 by mm 234 (190.5–299) [103]215 (167.25–292) [316]0.0400.998 (0.996–1.00)
Neutrophils Lymphocytes Ratio11.63 (7.86–17.65) [104]14.67 (8.96–23.5) [319]0.0170.999 (0.996–1.002)
Platelet Lymphocytes Ratio299.43 (209.61–477.12) [104]308.97 (191.26–483.73) [318]0.7981.00 (1.00–1.00)
Creatinine in mg/dL0.81 (0.61–1.09) [104]1.22 (0.85–2.24) [318]<0.0011.52 (1.21–1.91)
Albumin in mg/dl3.23 (2.85–3.56) [84]3.13 (2.65–3.44) [265]0.0601.01 (0.97–1.05)
Glutamic-oxaloacetic transaminase in U/L50.1 (37.98–73.18) [100]52.9 (33.8–85.6) [283]0.8451.00 (1.00–1.01)
Glutamic-pyruvic transaminase in U/L45.05 (28.45–74.7) [100]37.15 (22.4–59.68) [282]0.0611.00 (1.00–1.00)
Lactic dehydrogenase in U/L562 (432.5–670) [87]615 (453–856) [233]0.0161.00 (1.00–1.01)
C-reactive protein in mg/dL12.64 (7.41–19.1) [102]13.4 (6.95–21.69) [300]0.4991.01 (0.99–1.04)
D-dimer in ng/mL1135 (628.5–4063) [91]2381 (826.2–6545) [263]0.0091.0003 (0.999–1.0001)
Interleukin 6 in pg/mL48.7 (26.57–142.68) [76]89.37 (40.86–178.4) [219]0.0240.9999 (0.9995–1.0003)
Prototombin activation time in %100.00 (96.5–100) [98]96.00 (75–100) [305]<0.0010.97 (0.96–0.99)
International Normalized Ratio1.00 (1.00–1.02) [98]1.01 (1.00–1.12) [303]<0.0015.32 (1.07–26.51)
Neutrophils Lymphocytes derivate Ratio7.33 (5.25–10.11) [104]7.33 (5.25–11.5) [319]0.1801.04 (1.00–1.08)
Monocytes Lymphocytes Ratio0.60 (0.33–0.8) [102]0.67 (0.33–1.18) [317]0.0491.48 (1.07–2.06)
Neutrophils Platelet Ratio38.80 (28.52–51.39) [103]47.35 (33.09–67.27) [316]0.0011.02 (1.01–1.03)
Systemic immune-inflammation index2.86 (1.63–4.54) [104]3.31 (1.70–5.39) [319]0.1870.99 (0.98–1.01)
Length of stay at the Hospital in days31.5 (22.75–48.50) [104]15.50 (7.00–27) [320]<0.001
Model Applied to All Patients
Full Multiple ModelReduced Multiple Model
Traits Includedp-ValueAdjusted Odds Ratio (95% Confidence Interval)p-ValueAdjusted Odds Ratio (95% Confidence Interval)
Invasive mechanical ventilation use<0.001351.70 (95.94–1289.22)<0.001306.74 (87.47–1075.71)
Age in years<0.0011.05 (1.03–1.07)<0.0011.04 (1.03–1.06)
Simplified Acute Physiology Score 3 score0.0011.03 (1.01–1.05)0.0011.03 (1.01–1.04)
Length of stay at the ICU in days<0.0010.96 (0.95–0.98)<0.0010.96 (0.95–0.98)
Asthma presence0.2996.13 (0.20–187.18)
Chronic kidney disease presence0.3311.80 (0.55–5.93)
Diabetes mellitus presence0.2881.44 (0.74–2.80)
COVID-19 vaccine previous hospital admission0.4911.29 (0.62–2.68)
Obesity presence0.4151.26 (0.72–2.22)
Smoking habit presence0.7281.16 (0.51–2.61)
Time in days from symptom to ICU admission0.7011.01 (0.96–1.06)
Etilism habit presence0.9951.00 (0.27–3.61)
Cardiovascular disease presence0.7910.87 (0.32–2.36)
Chronic obstructive pulmonary disease presence0.6160.75 (0.24–2.33)
Admitted from another service0.1180.64 (0.36–1.12)
Systemic arterial hypertension presence0.0950.59 (0.32–1.10)
Model applied to patients in invasive mechanical ventilation
Full Multiple modelReduced multiple model
Traits includedp-valueAdjusted Odds Ratio (95% Confidence Interval)p-valueAjusted Odds Ratio (95% Confidence Interval)
Use of vasopressin<0.0017.49 (3.29–17.05)<0.0017.87 (3.54–17.46)
Renal replacement therapy<0.0015.19 (2.23–12.09)<0.0015.42 (2.55–11.51)
Red cell distribution width >150.0113.52 (1.34–9.26)0.0033.84 (1.60–9.21)
Use of hydrocortisone0.0302.57 (1.10–6.03)0.0382.33 (1.05–5.16)
Age in years0.0411.03 (1.00–1.05)0.0061.03 (1.01–1.05)
Days of invasive mechanical ventilation use<0.0010.94 (0.92–0.96)<0.0010.95 (0.93–0.97)
Admitted from another service0.0260.43 (0.21–0.90)0.0200.43 (0.21–0.87)
Female sex0.0350.47 (0.23–0.95)0.0100.42 (0.22–0.82)
Use of noradrenaline0.06015.67 (0.90–274.17)
Neutrophil to platelet ratio abnormal0.0882.18 (0.89–5.32)
Diabetes mellitus presence0.4921.54 (0.45–5.22)
Haematocrit abnormal0.4781.30 (0.63–2.67)
Smoking habit presence0.7331.19 (0.44–3.18)
Time from symptom to ICU admission0.5101.02 (0.96–1.09)
Simplified Acute Physiology Score 3 score0.5271.01 (0.98–1.03)
Total number of comorbidities0.7120.91 (0.55–1.50)
Chronic kidney disease presence0.8620.84 (0.13–5.68)
Chronic obstructive pulmonary disease presence0.6750.72 (0.16–3.29)
Use of Fentanyl0.0500.13 (0.02–1.00)
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Share and Cite

Sousa Neto, A.L.d.; Mendes-Rodrigues, C.; Pedroso, R.d.S.; Röder, D.V.D.d.B. Revisiting the COVID-19 Pandemic: Mortality and Predictors of Death in Adult Patients in the Intensive Care Unit. Life 2024 , 14 , 1027. https://doi.org/10.3390/life14081027

Sousa Neto ALd, Mendes-Rodrigues C, Pedroso RdS, Röder DVDdB. Revisiting the COVID-19 Pandemic: Mortality and Predictors of Death in Adult Patients in the Intensive Care Unit. Life . 2024; 14(8):1027. https://doi.org/10.3390/life14081027

Sousa Neto, Adriana Lemos de, Clesnan Mendes-Rodrigues, Reginaldo dos Santos Pedroso, and Denise Von Dolinger de Brito Röder. 2024. "Revisiting the COVID-19 Pandemic: Mortality and Predictors of Death in Adult Patients in the Intensive Care Unit" Life 14, no. 8: 1027. https://doi.org/10.3390/life14081027

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3 Questions: How to prove humanity online

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As artificial intelligence agents become more advanced, it could become increasingly difficult to distinguish between AI-powered users and real humans on the internet. In a new white paper , researchers from MIT, OpenAI, Microsoft, and other tech companies and academic institutions propose the use of personhood credentials, a verification technique that enables someone to prove they are a real human online, while preserving their privacy.

MIT News spoke with two co-authors of the paper, Nouran Soliman, an electrical engineering and computer science graduate student, and Tobin South, a graduate student in the Media Lab, about the need for such credentials, the risks associated with them, and how they could be implemented in a safe and equitable way.

Q:  Why do we need personhood credentials?

Tobin South:  AI capabilities are rapidly improving. While a lot of the public discourse has been about how chatbots keep getting better, sophisticated AI enables far more capabilities than just a better ChatGPT, like the ability of AI to interact online autonomously. AI could have the ability to create accounts, post content, generate fake content, pretend to be human online, or algorithmically amplify content at a massive scale. This unlocks a lot of risks. You can think of this as a “digital imposter” problem, where it is getting harder to distinguish between sophisticated AI and humans. Personhood credentials are one potential solution to that problem.

Nouran Soliman: Such advanced AI capabilities could help bad actors run large-scale attacks or spread misinformation. The internet could be filled with AIs that are resharing content from real humans to run disinformation campaigns. It is going to become harder to navigate the internet, and social media specifically. You could imagine using personhood credentials to filter out certain content and moderate content on your social media feed or determine the trust level of information you receive online.

Q:  What is a personhood credential, and how can you ensure such a credential is secure?

South:  Personhood credentials allow you to prove you are human without revealing anything else about your identity. These credentials let you take information from an entity like the government, who can guarantee you are human, and then through privacy technology, allow you to prove that fact without sharing any sensitive information about your identity. To get a personhood credential, you are going to have to show up in person or have a relationship with the government, like a tax ID number. There is an offline component. You are going to have to do something that only humans can do. AIs can’t turn up at the DMV, for instance. And even the most sophisticated AIs can’t fake or break cryptography. So, we combine two ideas — the security that we have through cryptography and the fact that humans still have some capabilities that AIs don’t have — to make really robust guarantees that you are human.

Soliman:  But personhood credentials can be optional. Service providers can let people choose whether they want to use one or not. Right now, if people only want to interact with real, verified people online, there is no reasonable way to do it. And beyond just creating content and talking to people, at some point AI agents are also going to take actions on behalf of people. If I am going to buy something online, or negotiate a deal, then maybe in that case I want to be certain I am interacting with entities that have personhood credentials to ensure they are trustworthy.

South:  Personhood credentials build on top of an infrastructure and a set of security technologies we’ve had for decades, such as the use of identifiers like an email account to sign into online services, and they can complement those existing methods.

Q:  What are some of the risks associated with personhood credentials, and how could you reduce those risks?

Soliman:  One risk comes from how personhood credentials could be implemented. There is a concern about concentration of power. Let’s say one specific entity is the only issuer, or the system is designed in such a way that all the power is given to one entity. This could raise a lot of concerns for a part of the population — maybe they don’t trust that entity and don’t feel it is safe to engage with them. We need to implement personhood credentials in such a way that people trust the issuers and ensure that people’s identities remain completely isolated from their personhood credentials to preserve privacy.

South:  If the only way to get a personhood credential is to physically go somewhere to prove you are human, then that could be scary if you are in a sociopolitical environment where it is difficult or dangerous to go to that physical location. That could prevent some people from having the ability to share their messages online in an unfettered way, possibly stifling free expression. That’s why it is important to have a variety of issuers of personhood credentials, and an open protocol to make sure that freedom of expression is maintained.

Soliman:  Our paper is trying to encourage governments, policymakers, leaders, and researchers to invest more resources in personhood credentials. We are suggesting that researchers study different implementation directions and explore the broader impacts personhood credentials could have on the community. We need to make sure we create the right policies and rules about how personhood credentials should be implemented.

South: AI is moving very fast, certainly much faster than the speed at which governments adapt. It is time for governments and big companies to start thinking about how they can adapt their digital systems to be ready to prove that someone is human, but in a way that is privacy-preserving and safe, so we can be ready when we reach a future where AI has these advanced capabilities. 

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