Evidence map›Paper›PMID 41284679›Full record

SynthesisThe Gerontologist2026

What characterizes the exceptional cognition of superagers? A systematic review of multidomain biomarkers of successful cognitive aging.

Yiru Yang, Xiaolei Li, Shudan Gao, Yuanxu Gao

Abstract readSystematic Review
In one paragraph

Synthesis in The Gerontologist, 2026. 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

4 authors.

Yiru YangSchool of Nursing and Rehabilitation, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China.ORCID 0000-0003-1190-7540
Xiaolei LiSchool of Nursing and Rehabilitation, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China.
Shudan GaoShandong Provincial Key Laboratory of Brain Science and Mental Health, Faculty of Psychology, Shandong Normal University, Jinan, China.
Yuanxu GaoInstitute for AI in Medicine and Faculty of Medicine, Macau University of Science and Technology, Macau, China.

Funding

National Natural Science Foundation of China 32300924Shandong Provincial Natural Science Foundation ZR2024QC185Shandong Provincial Natural Science Foundation ZR2024QC332
6 · The paper itself

Abstract

BACKGROUND AND

objectivesSubstantial heterogeneity in cognitive aging trajectories has been observed among older adults, with some individuals maintaining exceptional cognitive function ("superagers" or "successful cognitive aging [SCA]"). The biological mechanisms underlying SCA remain unclear. This systematic review synthesizes current evidence on quantifiable SCA biomarkers to address this critical gap. RESEARCH DESIGN AND

methodsFollowing the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines, we systematically searched PubMed, Scopus, PsycINFO, and Web of Science (up to December 2024). After screening 6,699 records, 62 studies met the inclusion criteria. Data from included studies were extracted, assessed for risk of bias, and synthesized for integrated findings.

resultsWe identified 34 SCA definitions, categorized them into three types, and analyzed biomarkers across six domains: (1) genetic/epigenetic biomarkers, (2) biofluid biomarkers, (3) histological biomarkers, (4) positron emission tomography biomarkers, (5) structural magnetic resonance imaging biomarkers, and (6) functional neuroimaging biomarkers. Integrated findings suggest that SCA is driven by unique multidomain biological mechanisms (e.g., young DNA methylation age, high von Economo neuron density, and efficient glucose metabolism, etc.), not merely resistance to age-related neuropathology such as amyloid-β and tau. Neuroimaging findings highlight the role of brain reserve, maintenance, and compensation on SCA, particularly within a newly defined "cingulate gyrus-medial temporal lobe-frontal cortex" brain signature. DISCUSSION AND IMPLICATIONS: This systematic review advances our understanding of SCA's biological substrates, provides theoretical frameworks for future SCA biomarker research, and offers a foundation for future strategies to promote cognitive health in aging populations.

Indexed as

CognitionCognitive AgingAgedBiomarkersBrainHumansMagnetic Resonance ImagingPositron-Emission TomographyBiomarkersBrain reserveCognitive aging heterogeneityNeuroimagingResilienceSuccessful aging

Identifiers

PMID41284679
PMCPMC13017228

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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.