Evidence map›Paper›PMID 31926610›Full record

ArticleNeuron2020

Deep Multilayer Brain Proteomics Identifies Molecular Networks in Alzheimer's Disease Progression.

Bing Bai, Xusheng Wang, Yuxin Li, Ping-Chung Chen, Kaiwen Yu, Kaushik Kumar Dey, Jay M Yarbro, Xian Han, Brianna M Lutz, Shuquan Rao and 24 more

Erratum issuedAbstract read
In one paragraph

Article in Neuron, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 333 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
333citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

333 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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  5. SIRT1 in Neurodegenerative Diseases: Molecular Mechanisms, Disease Relevance, and Therapeutic Potential.FASEB journal : official publication of the Federation of American Societies for Experimental Biology · 2026
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273 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

34 authors.

Bing BaiDepartments of Structural Biology and Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA.
Xusheng WangCenter for Proteomics and Metabolomics, St. Jude Children's Research Hospital, Memphis, TN 38105, USA. Electronic address: xusheng.wang@und.edu.
Yuxin LiDepartments of Structural Biology and Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA; Center for Proteomics and Metabolomics, St. Jude Children's Research Hospital, Memphis, TN 38105, USA.
Ping-Chung ChenDepartments of Structural Biology and Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA.
Kaiwen YuDepartments of Structural Biology and Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA.
Kaushik Kumar DeyDepartments of Structural Biology and Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA.
Jay M YarbroDepartments of Structural Biology and Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA; Integrated Biomedical Sciences Program, University of Tennessee Health Science Center, Memphis, TN 38163, USA.
Xian HanDepartments of Structural Biology and Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA; Integrated Biomedical Sciences Program, University of Tennessee Health Science Center, Memphis, TN 38163, USA.
Brianna M LutzDepartments of Structural Biology and Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA.
Shuquan RaoDepartments of Structural Biology and Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA.
Yun JiaoDepartments of Structural Biology and Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA.
Jeffrey M SiffordDepartments of Structural Biology and Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA.
Jonghee HanDepartment of Neuroscience, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA.
Minghui WangDepartments of Psychiatry and Neuroscience, The Alzheimer's Disease Research Center, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Mental Illness Research, Education and Clinical Center (MIRECC), James J. Peters VA Medical Center, Bronx, NY 10468, USA.
Haiyan TanCenter for Proteomics and Metabolomics, St. Jude Children's Research Hospital, Memphis, TN 38105, USA.
Timothy I ShawCenter for Proteomics and Metabolomics, St. Jude Children's Research Hospital, Memphis, TN 38105, USA; Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA.
Ji-Hoon ChoCenter for Proteomics and Metabolomics, St. Jude Children's Research Hospital, Memphis, TN 38105, USA.
Suiping ZhouCenter for Proteomics and Metabolomics, St. Jude Children's Research Hospital, Memphis, TN 38105, USA.
Hong WangDepartments of Structural Biology and Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA; Integrated Biomedical Sciences Program, University of Tennessee Health Science Center, Memphis, TN 38163, USA.
Mingming NiuDepartments of Structural Biology and Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA.
Ariana MancieriDepartments of Structural Biology and Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA.
Kaitlynn A MesslerDepartments of Structural Biology and Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA.
Xiaojun SunDepartments of Structural Biology and Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA.
Zhiping WuDepartments of Structural Biology and Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA.
Vishwajeeth PagalaCenter for Proteomics and Metabolomics, St. Jude Children's Research Hospital, Memphis, TN 38105, USA.
Anthony A HighCenter for Proteomics and Metabolomics, St. Jude Children's Research Hospital, Memphis, TN 38105, USA.
Wenjian BiDepartment of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN 38105, USA.
Hui ZhangDepartment of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN 38105, USA.
Hongbo ChiDepartment of Immunology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA.
Vahram HaroutunianDepartments of Psychiatry and Neuroscience, The Alzheimer's Disease Research Center, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Mental Illness Research, Education and Clinical Center (MIRECC), James J. Peters VA Medical Center, Bronx, NY 10468, USA.
Bin ZhangDepartment of Genetics and Genomic Sciences and Department of Pharmacological Sciences, Mount Sinai Center for Transformative Disease Modeling, Icahn Institute for Data Science and Genomic Technology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA.
Thomas G BeachBanner Sun Health Research Institute, Sun City, AZ 85351, USA.
Gang YuDepartment of Neuroscience, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA.
Junmin PengDepartments of Structural Biology and Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA; Center for Proteomics and Metabolomics, St. Jude Children's Research Hospital, Memphis, TN 38105, USA. Electronic address: junmin.peng@stjude.org.

Funding

Viral Vector Technology (VVTSR)P30CA021765 · NCI · ST. JUDE CHILDREN'S RESEARCH HOSPITAL · PI CHARLES ROBERTS · 1985 to 2026
$166.9M
Vascular Structure and Function in Cognitive AgingP01AG003949 · NIA · YESHIVA UNIVERSITY · PI Charles B Hall · 1985 to 2026
$73.9M
SUPPLEMENT TO ALZHEIMERS DISEASE PATIENT REGISTRYU01AG006786 · NIA · MAYO CLINIC ROCHESTER · PI GRAFF-RADFORD, JONATHAN, JACK, CLIFFORD R. · 1986 to 2023
$49.6M
THE PGRN/TDP-43 AXIS IN ALZHEIMER?S DISEASE AND NEURODEGENERATIONP50AG016574 · NIA · MAYO CLINIC ROCHESTER · PI PETERSEN, RONALD C · 1999 to 2018
$36.9M
Research Education ComponentP30AG019610 · NIA · SUN HEALTH RESEARCH INSTITUTE · PI REIMAN, ERIC MICHAEL · 2001 to 2020
$32.5M
Integrative Network Biology Approaches to Identify, Characterize and Validate Molecular Subtypes in Alzheimer's DiseaseU01AG046170 · NIA · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI WANG, MINGHUI, ZHANG, BIN · 2013 to 2022
$26.0M
Integrating the exposome and methylome to inform brain molecular changes in ADRD across established diverse cohorts.U01AG046139 · NIA · UNIVERSITY OF FLORIDA · PI ERTEKIN-TANER, NILUFER, FUNK, CORY · 2013 to 2022
$24.6M
TRANSGENIC MODELING OF TAUOPATHYP01AG017216 · NIA · MAYO CLINIC JACKSONVILLE · PI DICKSON, DENNIS WILLIAM · 1999 to 2011
$12.0M
PREDICTORS OF THE RATE OF COGNITIVE DECLINE IN ELDERLY SUBJECTSP50AG025711 · NIA · UNIVERSITY OF SOUTH FLORIDA · PI POTTER, HUNTINGTON · 2005 to 2010
$8.2M
National Brain and Tissue Resource for Parkinson's Disease and Related DisordersU24NS072026 · NINDS · BANNER SUN HEALTH RESEARCH INSTITUTE · PI BEACH, THOMAS G · 2011 to 2015
$7.8M
Systems Approaches to Novel Molecular Mechanism in Alzheimer's DiseaseRF1AG064909 · NIA · UT SOUTHWESTERN MEDICAL CENTER · PI PENG, JUNMIN, YU, GANG · 2019 to 2024
$6.4M
Integrative Network Modeling of Cognitive Resilience to Alzheimer's DiseaseR01AG057907 · NIA · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI EHRLICH, MICHELLE E, HAROUTUNIAN, VAHRAM · 2017 to 2021
$6.3M
NCI NIH HHS P30 CA021765NIA NIH HHS P01 AG003949NIA NIH HHS P01 AG017216NIA NIH HHS P30 AG019610NIA NIH HHS P50 AG016574NIA NIH HHS P50 AG025711NIA NIH HHS R01 AG018023NIA NIH HHS R01 AG032990NIA NIH HHS R01 AG047928NIA NIH HHS R01 AG053987NIA NIH HHS R01 AG057907NIA NIH HHS RF1 AG057440NIA NIH HHS RF1 AG059319NIA NIH HHS RF1 AG064909NIA NIH HHS U01 AG006786NIA NIH HHS U01 AG046139NIA NIH HHS U01 AG046170NIGMS NIH HHS R01 GM114260NINDS NIH HHS R01 NS079796NINDS NIH HHS R01 NS080820NINDS NIH HHS U24 NS072026
6 · The paper itself

Abstract

Alzheimer's disease (AD) displays a long asymptomatic stage before dementia. We characterize AD stage-associated molecular networks by profiling 14,513 proteins and 34,173 phosphosites in the human brain with mass spectrometry, highlighting 173 protein changes in 17 pathways. The altered proteins are validated in two independent cohorts, showing partial RNA dependency. Comparisons of brain tissue and cerebrospinal fluid proteomes reveal biomarker candidates. Combining with 5xFAD mouse analysis, we determine 15 Aβ-correlated proteins (e.g., MDK, NTN1, SMOC1, SLIT2, and HTRA1). 5xFAD shows a proteomic signature similar to symptomatic AD but exhibits activation of autophagy and interferon response and lacks human-specific deleterious events, such as downregulation of neurotrophic factors and synaptic proteins. Multi-omics integration prioritizes AD-related molecules and pathways, including amyloid cascade, inflammation, complement, WNT signaling, TGF-β and BMP signaling, lipid metabolism, iron homeostasis, and membrane transport. Some Aβ-correlated proteins are colocalized with amyloid plaques. Thus, the multilayer omics approach identifies protein networks during AD progression.

Indexed as

Disease ProgressionMetabolic Networks and PathwaysProteomicsAgedAged, 80 and overAlzheimer DiseaseAnimalsBiomarkersBrainFemaleHumansMaleMiceMice, Mutant StrainsMiddle AgedPhosphoproteinsBiomarkersPhosphoproteinsProteomeAlzheimer’s diseasebiomarkercerebrospinal fluidgenomicsmass spectrometrymulti-omicsphosphoproteomeproteomeproteomicssystems biology

Identifiers

PMID31926610
PMCPMC7318843

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.