Evidence map›Paper›PMID 41736507›Full record

ArticleAging cell2026

Select Small Non-Coding RNAs Are Determinants of Survival in Older Adults.

Virginia Byers Kraus, Sisi Ma, Syeda Iffat Naz, Xin Zhang, Christopher G Vann, Melissa C Orenduff, William E Kraus, Steven Shen, Janet L Huebner, Ching-Heng Chou and 3 more

Abstract read
In one paragraph

Article in Aging cell, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Theory and practice in biomedical informatics: a framework for discovery.Journal of the American Medical Informatics Association : JAMIA · 2026
    Article
  2. Article
  3. Editorial: The Quest for Biomarkers of Biological Age and Longevity Identifies Roles for Small Noncoding RNAs, Including PIWI-Interacting RNAs.Medical science monitor : international medical journal of experimental and clinical research · 2026
    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

13 authors.

Virginia Byers KrausDuke Molecular Physiology Institute, and Duke Department of Medicine, Duke University, Durham, North Carolina, USA.ORCID 0000-0001-8173-8258
Sisi MaInstitute for Health Informatics, and University of Minnesota Department of Medicine, University of Minnesota, Minneapolis, Minnesota, USA.
Syeda Iffat NazInstitute for Health Informatics, University of Minnesota, Minneapolis, Minnesota, USA.
Xin ZhangDuke Molecular Physiology Institute, and Duke Department of Orthopaedic Surgery, Duke University, Durham, North Carolina, USA.ORCID 0000-0001-7390-4439
Christopher G VannDuke Molecular Physiology Institute, Duke University, Durham, North Carolina, USA.
Melissa C OrenduffDuke Molecular Physiology Institute, Duke University, Durham, North Carolina, USA.
William E KrausDuke Molecular Physiology Institute, Duke Department of Medicine, Duke University, Durham, North Carolina, USA.
Steven ShenInstitute for Health Informatics, University of Minnesota, Minneapolis, Minnesota, USA.
Janet L HuebnerDuke Molecular Physiology Institute, Duke University, Durham, North Carolina, USA.
Ching-Heng ChouDuke Molecular Physiology Institute, Duke University, Durham, North Carolina, USA.
Erich KummerfeldInstitute for Health Informatics, University of Minnesota, Minneapolis, Minnesota, USA.
Harvey Jay CohenCenter for the Study of Aging and Human Development, Duke University, Durham, North Carolina, USA.
Constantin F AliferisInstitute for Health Informatics, University of Minnesota Clinical and Translational Science Institute, and University of Minnesota Department of Medicine, Minneapolis, Minnesota, USA.

Funding

University of Minnesota Clinical and Translational Science Institute (UMN CTSI)UL1TR002494 · NCATS · UNIVERSITY OF MINNESOTA · PI BLAZAR, BRUCE R, WEISDORF, DANIEL J · 2018 to 2022
$34.9M
University of Minnesota Clinical and Translational Science Institute (UMN CTSI)UM1TR004405 · NCATS · UNIVERSITY OF MINNESOTA · PI Bruce R Blazar, Damien A Fair · 2023 to 2026
$30.8M
Resource Core 3 - Metabolomics CoreP30AG028716 · NIA · DUKE UNIVERSITY · PI CATHLEEN S COLON-EMERIC, Susan Nicole Hastings · 2006 to 2026
$24.6M
Minnesota Tissue Mapping Center for Senescent CellsU54AG076041 · NIA · UNIVERSITY OF MINNESOTA · PI Constantin F. Aliferis, LAURA Jane NIEDERNHOFER · 2021 to 2026
$10.5M
Epigenetic Mechanisms Promoting LongevityR01AG054840 · NIA · DUKE UNIVERSITY · PI KRAUS, VIRGINIA · 2018 to 2022
$3.4M
NCATS NIH HHS UL1 TR002494NCATS NIH HHS UL1TR002494NCATS NIH HHS UM1 TR004405NHLBI NIH HHS 1UM1TR004405NIA NIH HHS P30 AG028716NIA NIH HHS P30-AG028716NIA NIH HHS R01 AG054840NIA NIH HHS R01AG054840NIA NIH HHS U54 AG076041NIA NIH HHS U54AG076041
6 · The paper itself

Abstract

To investigate the relevance of small RNAs to human longevity, we pursued three goals: (a) to validate epigenetic (small RNA) factors underlying survival of older adults, (b) to develop and validate prediction models of survival for potential clinical application, and (c) to identify plausible druggable targets prolonging longevity. We evaluated 828 small non-coding RNAs-687 microRNAs (miRNAs) and 141 piwi-interacting RNAs (piRNAs)-in baseline plasma from 1271 community-dwelling older adults (≥ 71 years) in the Duke-EPESE study. Our predictive model incorporating smRNAs, clinical variables (demographics, lifestyle, mood, physical function, standard clinical laboratory tests, NMR-derived lipids and metabolites, and medical conditions) and age achieved strong performance, with cross-validated AUCs of 0.92 for 2-year survival in Discovery and 0.87 in external Validation. Nine piRNAs, all reduced in longer-lived individuals, were identified as potential therapeutic targets. Under the assumption of causal sufficiency, these data provide causal evidence linking circulating small RNAs with survival outcomes in humans. While such inference does not replace experimental validation, it complements mechanistic studies by identifying candidate molecular drivers most relevant to human longevity. Supporting biological plausibility, reduced piRNA biogenesis has been shown to double lifespan in C elegans. Together, our findings identify circulating piRNAs and miRNAs as promising biomarkers and potential therapeutic targets to advance human longevity.

Indexed as

LongevityPiwi-Interacting RNARNA, Small UntranslatedAgedAged, 80 and overFemaleHumansMaleMicroRNAsMicroRNAsPiwi-Interacting RNARNA, Small Untranslatedagingcausalityepigenetic processesHDL lipoproteinsmicroRNAspiwi‐interacting RNARNAsurvival

Identifiers

PMID41736507
PMCPMC12933132

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

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.