Evidence map›Paper›PMID 41167043›Full record

ArticleNeurobiology of aging2026

Proteomic polygenic risk scores of age-related plasma protein levels reveal a role for Metalloproteinase inhibitor 2 (TIMP2) in cognitive performance.

Federica Anastasi, Patricia Genius, Blanca Rodriguez-Fernandez, Chengran Yang, Priyanka Gorijala, Jigyasha Timsina, Felipe Hernández-Villamizar, Luigi Lorenzini, Marta Del Campo, Gonzalo Sánchez-Benavides and 5 more

Abstract read
In one paragraph

Article in Neurobiology of aging, 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. Article
  2. Advancing global dementia research through equity and inclusion.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Article
  3. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

15 authors.

Federica AnastasiBarcelonaβeta Brain Research Center (BBRC), Pasqual Maragall Foundation, Barcelona, Spain; Hospital del Mar Research Institute, Barcelona, Spain; Centre for Genomic Regulation (CRG), Barcelona Institute of Science and Technology (BIST), Barcelona, Spain. Electronic address: fanastasi@barcelonabeta.org.
Patricia GeniusBarcelonaβeta Brain Research Center (BBRC), Pasqual Maragall Foundation, Barcelona, Spain; Hospital del Mar Research Institute, Barcelona, Spain; Centre for Genomic Regulation (CRG), Barcelona Institute of Science and Technology (BIST), Barcelona, Spain; Doctoral School, PhD programme in Bioinformatics, University of Vic-Central University of Catalonia (UVic-UCC), Vic, Spain.
Blanca Rodriguez-FernandezBarcelonaβeta Brain Research Center (BBRC), Pasqual Maragall Foundation, Barcelona, Spain; Hospital del Mar Research Institute, Barcelona, Spain; Centre for Genomic Regulation (CRG), Barcelona Institute of Science and Technology (BIST), Barcelona, Spain; Departament de Bioquímica i Biologia Molecular, Universitat Autònoma de Barcelona (UAB), Cerdanyola del Vallès, Barcelona, Spain.
Chengran YangDepartment of Psychiatry, Washington University, St. Louis, MO 63110, USA; NeuroGenomics and Informatics, Washington University, St. Louis, MO 63110, USA.
Priyanka GorijalaDepartment of Psychiatry, Washington University, St. Louis, MO 63110, USA; NeuroGenomics and Informatics, Washington University, St. Louis, MO 63110, USA.
Jigyasha TimsinaDepartment of Psychiatry, Washington University, St. Louis, MO 63110, USA; NeuroGenomics and Informatics, Washington University, St. Louis, MO 63110, USA.
Felipe Hernández-VillamizarBarcelonaβeta Brain Research Center (BBRC), Pasqual Maragall Foundation, Barcelona, Spain; Hospital del Mar Research Institute, Barcelona, Spain; Departament de Bioquímica i Biologia Molecular, Universitat Autònoma de Barcelona (UAB), Cerdanyola del Vallès, Barcelona, Spain.
Luigi LorenziniDepartment of Radiology and Nuclear Medicine, Amsterdam Neuroscience, Amsterdam University Medical Center, Location VUmc, Amsterdam, the Netherlands; Amsterdam Neuroscience, Brain Imaging, Amsterdam, the Netherlands.
Marta Del CampoBarcelonaβeta Brain Research Center (BBRC), Pasqual Maragall Foundation, Barcelona, Spain; Hospital del Mar Research Institute, Barcelona, Spain; Departamento de Ciencias Farmacéuticas y de la Salud, Facultad de Farmacia, Universidad San Pablo-CEU, CEU Universities, Madrid, Spain.
Gonzalo Sánchez-BenavidesBarcelonaβeta Brain Research Center (BBRC), Pasqual Maragall Foundation, Barcelona, Spain; Hospital del Mar Research Institute, Barcelona, Spain; Centro de Investigación Biomédica en Red de Fragilidad y Envejecimiento Saludable (CIBERFES), Instituto de Salud Carlos III, Madrid, Spain.
Carolina MinguillonBarcelonaβeta Brain Research Center (BBRC), Pasqual Maragall Foundation, Barcelona, Spain; Hospital del Mar Research Institute, Barcelona, Spain; Centro de Investigación Biomédica en Red de Fragilidad y Envejecimiento Saludable (CIBERFES), Instituto de Salud Carlos III, Madrid, Spain.
Arcadi NavarroBarcelonaβeta Brain Research Center (BBRC), Pasqual Maragall Foundation, Barcelona, Spain; Centre for Genomic Regulation (CRG), Barcelona Institute of Science and Technology (BIST), Barcelona, Spain; Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Catalonia, Spain; Institute of Evolutionary Biology (CSIC-UPF), Department of Experimental and Health Sciences, Universitat Pompeu Fabra, Barcelona, Spain.
Carlos CruchagaDepartment of Psychiatry, Washington University, St. Louis, MO 63110, USA; NeuroGenomics and Informatics, Washington University, St. Louis, MO 63110, USA.
Marc Suárez-CalvetBarcelonaβeta Brain Research Center (BBRC), Pasqual Maragall Foundation, Barcelona, Spain; Hospital del Mar Research Institute, Barcelona, Spain; Servei de Neurologia, Hospital del Mar, Barcelona, Spain. Electronic address: msuarez@barcelonabeta.org.
Natalia Vilor-TejedorBarcelonaβeta Brain Research Center (BBRC), Pasqual Maragall Foundation, Barcelona, Spain; Hospital del Mar Research Institute, Barcelona, Spain; Centre for Genomic Regulation (CRG), Barcelona Institute of Science and Technology (BIST), Barcelona, Spain; Department of Human Genetics, Radboud UMC, Nijmegen, Netherlands; Institute for Risk Assessment Sciences (IRAS), Department of Veterinary Medicine, Utrecht University, Utrecht, Netherlands. Electronic address: nvilor@barcelonabeta.org.

Funding

Smartphone-Based "Burst" Cognitive AssessmentsP01AG003991 · NIA · WASHINGTON UNIVERSITY · PI JOHN MORRIS · 1985 to 2026
$69.5M
The natural history of AB accumulation in preclinical ADP01AG026276 · NIA · WASHINGTON UNIVERSITY · PI MORRIS, JOHN · 2005 to 2025
$49.5M
Research Education ComponentP30AG066444 · NIA · WASHINGTON UNIVERSITY · PI Susan Lynn Stark · 2020 to 2026
$28.7M
European Union FSE+Health Department of the Catalan Governmentla Caixa” FoundationNIA NIH HHS P01 AG003991NIA NIH HHS P01 AG026276NIA NIH HHS P30 AG066444Universities and Research Secretariat, Ministry of Business and Knowledge of the Catalan Government
6 · The paper itself

Abstract

Several studies in mice have identified blood proteins that influence brain aging, yet translating these findings into humans remains challenging. To address this gap, we conducted a systematic review that identified 12 proteins reported to have an aging or rejuvenating effect in murine brains. Using protein quantitative trait loci data, we computed proteomic polygenic risk scores (protPRSs) capturing the lifelong genetic predisposition to higher or lower plasma protein levels and their regulation. We first validated the prediction accuracy of these protPRSs in two independent cohorts: 10 protPRSs in the Knight-ADRC and 7 protPRSs in the ALFA+ cohort significantly predicted their corresponding protein levels, although effect sizes were modest. We then examined their association with cognitive performance in cognitively unimpaired individuals at risk of Alzheimer's disease of the ALFA+ cohort. Among the protPRSs tested, the metalloproteinase inhibitor 2 (TIMP2) protPRS was significantly associated with better global cognition and episodic memory. These associations were consistent across stratifications by sex, APOE-ε4, and amyloid-β status, although some did not survive multiple testing corrections. TIMP2 protPRS correlated with measured TIMP2 levels, but actual plasma concentrations were not significantly related to cognition. This finding aligns with murine evidence of TIMP2's brain-rejuvenating role. By leveraging genetic predisposition to protein abundance and regulation, protPRSs may provide complementary insight into long-term biological processes not captured by single protein measurements. Our results support TIMP2 as a candidate for further investigation in the context of brain aging and cognitive decline.

Indexed as

AgingBlood ProteinsCognitionMultifactorial InheritanceProteomicsTissue Inhibitor of Metalloproteinase-2AgedAlzheimer DiseaseAnimalsBrainCohort StudiesFemaleGenetic Risk ScoreHumansMaleMiceBlood ProteinsTIMP2 protein, humanTissue Inhibitor of Metalloproteinase-2AgingAlzheimer’s diseaseBrain healthCognitionPolygenic Risk ScorePreventionProteogenetic

Identifiers

PMID41167043
PMCPMC12646536

What OpenQuestion holds

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LicenceCC BY-NC-ND
Read underepoch 390

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.