Evidence map›Paper›PMID 40272416›Full record

ArticleeLife2025

Pyruvate and related energetic metabolites modulate resilience against high genetic risk for glaucoma.

Keva Li, Nicholas Tolman, Ayellet V Segrè, Kelsey V Stuart, Oana A Zeleznik, Neeru A Vallabh, Kuang Hu, Nazlee Zebardast, Akiko Hanyuda, Yoshihiko Raita and 10 more

Abstract read
In one paragraph

Article in eLife, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing 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

10 citing papers in PubMed.

  1. Trial
  2. Review
  3. Review
  4. Article
  5. Review
  6. Targeting the Glutaminolysis Pathway in Glaucoma-Associated Fibrosis.International journal of molecular sciences · 2025
    Review
  7. Review
  8. Review
  9. Primary open-angle glaucoma: a perspective from plasma metabolomics.Expert review of molecular diagnostics · 2025
    Review
  10. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

20 authors.

Keva Li *Department of Ophthalmology, Icahn School of Medicine at Mount Sinai, New York, United States.ORCID https://orcid.org/0000-0001-5922-4955
Nicholas Tolman *Department of Ophthalmology, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, United States.
Ayellet V SegrèDepartment of Ophthalmology, Massachusetts Eye and Ear, Harvard Medical School, Boston, United States.
Kelsey V StuartNIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust, and University College London Institute of Ophthalmology, London, United Kingdom.
Oana A ZeleznikChanning Division of Network Medicine, Department of Medicine, Harvard Medical School and Brigham and Women's Hospital, Boston, United States.
Neeru A VallabhDepartment of Eye and Vision Science, Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool, United Kingdom.
Kuang HuNIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust, and University College London Institute of Ophthalmology, London, United Kingdom.
Nazlee ZebardastDepartment of Ophthalmology, Massachusetts Eye and Ear, Harvard Medical School, Boston, United States.
Akiko HanyudaDepartment of Ophthalmology, Keio University School of Medicine, Tokyo, Japan.
Yoshihiko RaitaOkinawa Kenritsu, Chubu Byoin, Uruma, Okinawa, Japan.
Christa MontgomeryDepartment of Ophthalmology, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, United States.ORCID https://orcid.org/0009-0004-2430-2772
Chi ZhangDepartment of Ophthalmology, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, United States.
Pirro G HysiDepartment of Ophthalmology, St Thomas' Hospital, King's College London, London, United Kingdom.
Ron DoDepartment of Genetics and Genomics Science, Icahn School of Medicine at Mount Sinai, New York, United States.ORCID https://orcid.org/0000-0002-3144-3627
Anthony P KhawajaNIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust, and University College London Institute of Ophthalmology, London, United Kingdom.
Janey L WiggsDepartment of Ophthalmology, Massachusetts Eye and Ear, Harvard Medical School, Boston, United States.
Jae H Kang *Channing Division of Network Medicine, Department of Medicine, Harvard Medical School and Brigham and Women's Hospital, Boston, United States.ORCID https://orcid.org/0000-0003-4812-0557
Simon W M John *Department of Ophthalmology, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, United States.
Louis R Pasquale *Department of Ophthalmology, Icahn School of Medicine at Mount Sinai, New York, United States.ORCID https://orcid.org/0000-0002-5835-3496
UK Biobank Eye and Vision Consortium

Funding

P30 Core Grant for Vision ResearchP30EY014104 · NEI · MASSACHUSETTS EYE AND EAR INFIRMARY · PI Janey L Wiggs · 2002 to 2026
$15.1M
Instrumentation, Fabrication, and Design CoreP30EY019007 · NEI · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI Xin Zhang · 2010 to 2026
$12.9M
Cell Death Pathways in Glaucomatous NeurodegenerationR01EY018606 · NEI · UNIVERSITY OF ROCHESTER · PI JOHN, SIMON W, LIBBY, RICHARD T · 2008 to 2023
$5.8M
Uncovering novel biological processes and pathogenic mechanisms for glaucomaR01EY031424 · NEI · MASSACHUSETTS EYE AND EAR INFIRMARY · PI Ayellet Vered Segre · 2020 to 2026
$4.5M
Towards an integrated map of causal connections for common, complex diseasesR35GM124836 · NIGMS · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI Ron Do · 2017 to 2026
$3.9M
Does VECAD at Schlemm canal cell-junctions determine IOP and glaucoma risk?R01EY032062 · NEI · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI JOHN, SIMON W, KIZHATIL, KRISHNAKUMAR · 2021 to 2025
$3.5M
Multiomic Framework for GlaucomaR01EY036460 · NEI · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI JAE H KANG, Louis Robert Pasquale · 2024 to 2026
$2.4M
Models, mechanisms and treatment of LMX1B-induced glaucomaR01EY032507 · NEI · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI JOHN, SIMON W · 2021 to 2024
$2.3M
Glaucoma Risk Prediction Using Machine Learning Integration of Image-Based Phenotypes and Genetic AssociationsK23EY032634 · NEI · MASSACHUSETTS EYE AND EAR INFIRMARY · PI ZEBARDAST, NAZLEE · 2021 to 2024
$1.0M
Columbia University Vision Core P30EY019007Empire State Development New York Fund for Innovation in Research and Scientific Talent EMPIRE CU19-2660NEI NIH HHS EY014104NEI NIH HHS EY018606NEI NIH HHS EY032062NEI NIH HHS EY032507NEI NIH HHS EY036460NEI NIH HHS K23 EY032634NEI NIH HHS P30 EY014104NEI NIH HHS P30 EY019007NEI NIH HHS R01 015473NEI NIH HHS R01 032559NEI NIH HHS R01 EY018606NEI NIH HHS R01 EY031424NEI NIH HHS R01EY031424NEI NIH HHS R01 EY032062NEI NIH HHS R01 EY032507NEI NIH HHS R01 EY036460NIDDK NIH HHS 1K23EY032634NIGMS NIH HHS R35 GM124836NIGMS NIH HHS R35-GM124836
6 · The paper itself

Abstract

A glaucoma polygenic risk score (PRS) can effectively identify disease risk, but some individuals with high PRS do not develop glaucoma. Factors contributing to this resilience remain unclear. Using 4,658 glaucoma cases and 113,040 controls in a cross-sectional study of the UK Biobank, we investigated whether plasma metabolites enhanced glaucoma prediction and if a metabolomic signature of resilience in high-genetic-risk individuals existed. Logistic regression models incorporating 168 NMR-based metabolites into PRS-based glaucoma assessments were developed, with multiple comparison corrections applied. While metabolites weakly predicted glaucoma (Area Under the Curve = 0.579), they offered marginal prediction improvement in PRS-only-based models (p=0.004). We identified a metabolomic signature associated with resilience in the top glaucoma PRS decile, with elevated glycolysis-related metabolites-lactate (p=8.8E-12), pyruvate (p=1.9E-10), and citrate (p=0.02)-linked to reduced glaucoma prevalence. These metabolites combined significantly modified the PRS-glaucoma relationship (P

Indexed as

Genetic Predisposition to DiseaseGlaucomaPyruvic AcidAgedAnimalsCross-Sectional StudiesFemaleHumansMaleMetabolomicsMiceMiddle AgedUnited KingdomPyruvic Acidcell biologygeneticsgenomicsglaucomaglaucoma resiliencemetabolomicsmousepyruvatetricarboxylic acid cycle

Identifiers

PMID40272416
PMCPMC12021409

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

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.