Evidence map›Paper›PMID 40126913›Full record

ReviewAnnals of clinical and translational neurology2025

Unleashing the Power of Multiomics: Unraveling the Molecular Landscape of Peripheral Neuropathy.

Julie Choi, Zitian Tang, Wendy Dong, Jenna Ulibarri, Elvisa Mehinovic, Simone Thomas, Ahmet Höke, Sheng Chih Jin

Abstract readReview
In one paragraph

Review in Annals of clinical and translational neurology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–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

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Julie ChoiDepartment of Genetics, School of Medicine, Washington University, St. Louis, Missouri, USA.
Zitian TangDepartment of Genetics, School of Medicine, Washington University, St. Louis, Missouri, USA.
Wendy DongDepartment of Genetics, School of Medicine, Washington University, St. Louis, Missouri, USA.
Jenna UlibarriDepartment of Genetics, School of Medicine, Washington University, St. Louis, Missouri, USA.
Elvisa MehinovicDepartment of Genetics, School of Medicine, Washington University, St. Louis, Missouri, USA.
Simone ThomasDepartment of Neurology, Neuromuscular Division, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.ORCID 0009-0003-9172-2876
Ahmet HökeDepartment of Neurology, Neuromuscular Division, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.ORCID 0000-0003-1215-3373
Sheng Chih JinDepartment of Genetics, School of Medicine, Washington University, St. Louis, Missouri, USA.ORCID 0000-0002-5777-7262

Funding

Therapeutic CoreP30MH075673 · NIMH · JOHNS HOPKINS UNIVERSITY · PI Leah Helane Rubin · 2006 to 2026
$33.2M
TRAINING PROGRAM IN CELLULAR AND MOLECULAR BIOLOGYT32GM007067 · NIGMS · WASHINGTON UNIVERSITY · PI TRUE-KROB, HEATHER L · 1985 to 2020
$20.4M
Multi-omics peripheral nerve atlas enables fine-mapping of pain molecular phenotypesU19NS130607 · NINDS · WASHINGTON UNIVERSITY · PI Sheng Chih Jin · 2022 to 2026
$14.0M
INSTITUTIONAL TRAINING GRANT IN GENOMIC SCIENCET32HG000045 · NHGRI · WASHINGTON UNIVERSITY · PI MICHAEL R BRENT, Barak A Cohen · 1997 to 2026
$8.4M
MAXIMIZING STUDENT DIVERSITY IN THE BIOMEDICAL SCIENCES AT WASHINGTON UNIVERSITYR25GM103757 · NIGMS · WASHINGTON UNIVERSITY · PI SKEATH, JAMES BENJAMIN · 2013 to 2022
$4.5M
Human Genetics and Molecular Mechanisms of Vein of Galen Aneurysmal MalformationR01NS117609 · NINDS · YALE UNIVERSITY · PI Titus Jonathon Boggon, Kristopher T. Kahle · 2020 to 2026
$3.3M
Human Genetics and Molecular Mechanisms of Congenital HydrocephalusR01NS111029 · NINDS · YALE UNIVERSITY · PI DENIZ, ENGIN, JIN, SHENG CHIH · 2020 to 2024
$2.5M
Modulation of Choroid Plexus Immuno-secretory Function to Restore Cerebrospinal Fluid Homeostasis in HydrocephalusR01NS109358 · NINDS · YALE UNIVERSITY · PI Kristopher T. Kahle · 2018 to 2026
$2.4M
Molecular and cellular characterization of congenital hydrocephalusR01NS131610 · NINDS · WASHINGTON UNIVERSITY · PI Sheng Chih Jin · 2024 to 2026
$1.3M
MAP4K4 inhibition to prevent CIPNR21NS135481 · NINDS · JOHNS HOPKINS UNIVERSITY · PI HOKE, AHMET · 2024 to 2024
$450k
Cerebral Palsy Alliance Research Foundation PRG03121Dr. Miriam and Sheldon G. Adelson Medical Research FoundationHydrocephalus AssociationMerkin Peripheral Neuropathy and Nerve Regeneration CenterNHGRI NIH HHS T32 HG000045NHGRI NIH HHS T32HG000045NIGMS NIH HHS R25 GM103757NIGMS NIH HHS R25GM103757NIGMS NIH HHS T32 GM007067NIGMS NIH HHS T32GM007067NIMH NIH HHS P30 MH075673NIMH NIH HHS P30 MH075673-011NINDS NIH HHS R01 NS109358NINDS NIH HHS R01 NS111029NINDS NIH HHS R01NS111029NINDS NIH HHS R01 NS117609NINDS NIH HHS R01 NS131610NINDS NIH HHS R01NS131610NINDS NIH HHS R21 NS135481NINDS NIH HHS R21NS135481NINDS NIH HHS U19 NS130607NINDS NIH HHS U19NS130607Washington University School of MedicineWellcome Trust
6 · The paper itself

Abstract

Peripheral neuropathies (PNs) affect over 20 million individuals in the United States, manifesting as a wide range of sensory, motor, and autonomic nerve symptoms. While various conditions such as diabetes, metabolic disorders, trauma, autoimmune disease, and chemotherapy-induced neurotoxicity have been linked to PN, approximately one-third of PN cases remain idiopathic, underscoring a critical gap in our understanding of these disorders. Over the years, considerable efforts have focused on unraveling the complex molecular pathways underlying PN to advance diagnosis and treatment. Traditional methods such as linkage analysis, fluorescence in situ hybridization, polymerase chain reaction, and Sanger sequencing identified initial genetic variants associated with PN. However, the establishment and application of next-generation sequencing (NGS) and, more recently, long-read/single-cell sequencing have revolutionized the field, accelerating the discovery of novel disease-causing variants and challenging previous assumptions about pathogenicity. This review traces the evolution of genomic technologies in PN research, emphasizing the pivotal role of NGS in uncovering genetic complexities. We provide a comprehensive analysis of established genomic approaches such as genome-wide association studies, targeted gene panel sequencing, and whole-exome/genome sequencing, alongside emerging multiomic technologies including RNA sequencing and proteomics. Integrating these approaches promises holistic insights into PN pathophysiology, potentially revealing new biomarkers and therapeutic targets. Furthermore, we discuss the clinical implications of genomic and multiomic integration, highlighting their potential to enhance diagnostic accuracy, prognostic assessment, and personalized treatment strategies for PN. Challenges and questions in standardizing these technologies for clinical use are raised, underscoring the need for robust guidelines to maximize their clinical utility.

Indexed as

GenomicsHigh-Throughput Nucleotide SequencingPeripheral Nervous System DiseasesGenome-Wide Association StudyHumansMultiomics

Identifiers

PMID40126913
PMCPMC12040521

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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.