# Plasma Proteome Profiling of Centenarian Across Switzerland Reveals Key Youth‐Associated Proteins

**Authors:** Flavien Delhaes, Justine Falciola, Adar Hoffman, Stéphanie Carnesecchi, Stefano Cavalli, Armin von Gunten, Daniela S. Jopp, François R. Herrmann, Karl‐Heinz Krause

PMC · DOI: 10.1111/acel.70409 · Aging Cell · 2026-02-08

## TL;DR

This study finds proteins linked to healthy aging in centenarians, highlighting immune and metabolic pathways that could help promote longevity.

## Contribution

The study identifies a robust set of aging-associated proteins and a subgroup with a 'younger' profile in centenarians, validated across multiple datasets.

## Key findings

- 583 differentially expressed proteins were identified in centenarians compared to younger and geriatric groups.
- 37 proteins showed a 'younger' profile in centenarians, linked to immune, metabolic, and extracellular matrix pathways.
- Findings were validated using independent datasets NECS and TAME, confirming a consistent aging signature.

## Abstract

Centenarians exhibit remarkable longevity and compression of morbidity making them an ideal population for uncovering proteins associated with successful aging. Using proteomics, we characterized the immune and cardiometabolic profiles of centenarians' plasma from the SWISS100 cohort. We identified 583 differentially expressed proteins (DEPs) by centenarians when compared with hospitalized geriatric patients (age 80–90 years) and younger healthy participants (age 30–60 years). We replicated the association of 23 proteins with a standard set of aging proteins (APs) developed by the Targeting Aging with Metformin (TAME) consortium. By comparing the centenarian signature to an independent centenarian proteomics study, we identified 135 DEPs in both studies with identical aging directions, establishing a robust set of APs in centenarians. Applying fractional polynomial regressions, we uncovered proteins with linear and non‐linear profiles associated with age and identified a subgroup of 37 proteins with a younger signature in centenarians. Protein–protein interaction and pathway enrichment analyses of 37 proteins point to programmed cell death, metabolic enzyme pathways, regulation of extracellular matrix stability, immune and inflammatory responses, and neurotrophic signaling pathways. This novel approach to aging research has uncovered new proteins and pathways, which may present promising targets to understand processes associated with longevity and healthy aging.

We characterized the plasma proteomic profiles of centenarians from the SWISS100 cohort, identifying 583 differentially expressed proteins compared to younger and geriatric groups. Cross‐validation with the independent datasets NECS and the TAME consortium confirmed a robust aging signature, while fractional polynomial regressions revealed a specific subgroup of 37 proteins maintaining a “younger” profile in centenarians. These proteins implicate key pathways in longevity, including immune response, metabolic regulation, and extracellular matrix stability, offering potential targets for healthy aging.

## Full-text entities

- **Genes:** CXCL17 (C-X-C motif chemokine ligand 17) [NCBI Gene 284340] {aka DMC, Dcip1, UNQ473, VCC-1, VCC1}, DPP4 (dipeptidyl peptidase 4) [NCBI Gene 1803] {aka ADABP, ADCP2, CD26, DPPIV, TP103}, ICAM1 (intercellular adhesion molecule 1) [NCBI Gene 3383] {aka BB2, CD54, P3.58}, FOXO3 (forkhead box O3) [NCBI Gene 2309] {aka AF6q21, FKHRL1, FKHRL1P2, FOXO2, FOXO3A}, CXCL9 (C-X-C motif chemokine ligand 9) [NCBI Gene 4283] {aka CMK, Humig, MIG, SCYB9, crg-10}, IL13 (interleukin 13) [NCBI Gene 3596] {aka IL-13, P600}, GLOD4 (glyoxalase domain containing 4) [NCBI Gene 51031] {aka C17orf25, CGI-150, HC6, HC71}, GDF15 (growth differentiation factor 15) [NCBI Gene 9518] {aka GDF-15, HG, MIC-1, MIC1, NAG-1, PDF}, COLEC12 (collectin subfamily member 12) [NCBI Gene 81035] {aka CLP1, NSR2, SCARA4, SRCL}, IL4 (interleukin 4) [NCBI Gene 3565] {aka BCGF-1, BCGF1, BSF-1, BSF1, IL-4}, IFNG (interferon gamma) [NCBI Gene 3458] {aka IFG, IFI, IMD69}, Rnase1 (ribonuclease A family member 1, pancreatic) [NCBI Gene 364304] {aka RL1, Rib1}, CCDC80 (coiled-coil domain containing 80) [NCBI Gene 151887] {aka CL2, DRO1, LINC01279, SSG1, URB, okuribin}, IGF1 (insulin like growth factor 1) [NCBI Gene 3479] {aka IGF, IGF-I, IGFI, MGF}, GDNF (glial cell derived neurotrophic factor) [NCBI Gene 2668] {aka ATF, ATF1, ATF2, HFB1-GDNF, HSCR3}, PRDX3 (peroxiredoxin 3) [NCBI Gene 10935] {aka AOP-1, AOP1, HBC189, MER5, PPPCD, PRO1748}, INS (insulin) [NCBI Gene 3630] {aka IDDM, IDDM1, IDDM2, ILPR, IRDN, MODY10}, CXCL8 (C-X-C motif chemokine ligand 8) [NCBI Gene 3576] {aka GCP-1, GCP1, IL8, LECT, LUCT, LYNAP}, MAP2K6 (mitogen-activated protein kinase kinase 6) [NCBI Gene 5608] {aka CRCMSL, MAPKK6, MEK6, MKK6, PRKMK6, SAPKK-3}, TNF (tumor necrosis factor) [NCBI Gene 7124] {aka DIF, IMD127, TNF-alpha, TNFA, TNFSF2, TNLG1F}, IL1RN (interleukin 1 receptor antagonist) [NCBI Gene 3557] {aka CRMO2, DIRA, ICIL-1RA, IL-1RN, IL-1ra, IL-1ra3}, FCRL1 (Fc receptor like 1) [NCBI Gene 115350] {aka CD307a, FCRH1, IFGP1, IRTA5}, SULT2A1 (sulfotransferase family 2A member 1) [NCBI Gene 6822] {aka DHEA-ST, DHEA-ST8, DHEAS, HST, ST2, ST2A1}, CST3 (cystatin C) [NCBI Gene 1471] {aka ADLDWA, ARMD11, HEL-S-2}, GLO1 (glyoxalase I) [NCBI Gene 2739] {aka GLOD1, GLYI, HEL-S-74}, IL1A (interleukin 1 alpha) [NCBI Gene 3552] {aka IL-1 alpha, IL-1A, IL1, IL1-ALPHA, IL1F1}, TGM2 (transglutaminase 2) [NCBI Gene 7052] {aka G(h), TG(C), TGC, hTG2, tTG}, UMOD (uromodulin) [NCBI Gene 7369] {aka ADMCKD2, ADTKD1, FJHN, HNFJ, HNFJ1, MCKD2}, PREP (prolyl endopeptidase) [NCBI Gene 5550] {aka PE, PEP}, SOD1 (superoxide dismutase 1) [NCBI Gene 6647] {aka ALS, ALS1, HEL-S-44, IPOA, SOD, STAHP}, Alk (Anaplastic lymphoma kinase) [NCBI Gene 53425] {aka CG8250, DAlk, DAlk53, Dmel\CG8250, dALK, dAlk}, MMP7 (matrix metallopeptidase 7) [NCBI Gene 4316] {aka MMP-7, MPSL1, PUMP-1}, ADGRG2 (adhesion G protein-coupled receptor G2) [NCBI Gene 10149] {aka CBAVDX, EDDM6, GPR64, HE6, TM7LN2}, NPPB (natriuretic peptide B) [NCBI Gene 4879] {aka BNP, Iso-ANP}, HLA-A (major histocompatibility complex, class I, A) [NCBI Gene 3105] {aka HLAA}, PRDX1 (peroxiredoxin 1) [NCBI Gene 5052] {aka MSP23, NKEF-A, NKEFA, PAG, PAGA, PAGB}, TPP1 (tripeptidyl peptidase 1) [NCBI Gene 1200] {aka CLN2, GIG1, LPIC, SCAR7, TPP-1}, ACTA2 (actin alpha 2, smooth muscle) [NCBI Gene 59] {aka ACTSA, SMDYS}, IGFBP2 (insulin like growth factor binding protein 2) [NCBI Gene 3485] {aka IBP2, IGF-BP53}, IGFBP3 (insulin like growth factor binding protein 3) [NCBI Gene 3486] {aka BP-53, IBP-3, IBP3, IGFBP-3}, FAS (Fas cell surface death receptor) [NCBI Gene 355] {aka ALPS1A, APO-1, APT1, CD95, FAS1, FASTM}, FAP (fibroblast activation protein alpha) [NCBI Gene 2191] {aka DPPIV, FAPA, FAPalpha, SIMP}, QDPR (quinoid dihydropteridine reductase) [NCBI Gene 5860] {aka DHPR, HDHPR, PKU2, SDR33C1}, FASLG (Fas ligand) [NCBI Gene 356] {aka ALPS1B, APT1LG1, APTL, CD178, CD95-L, CD95L}, HMOX1 (heme oxygenase 1) [NCBI Gene 3162] {aka HMOX1D, HO-1, HSP32, bK286B10}, AK1 (adenylate kinase 1) [NCBI Gene 203] {aka ADK, Adk1, CNSHA3, HTL-S-58j}, APOM (apolipoprotein M) [NCBI Gene 55937] {aka G3a, HSPC336, NG20, apo-M}, NRTN (neurturin) [NCBI Gene 4902] {aka NTN}, NTRK2 (neurotrophic receptor tyrosine kinase 2) [NCBI Gene 4915] {aka DEE58, EIEE58, GP145-TrkB, OBHD, TRKB, trk-B}, PRDX2 (peroxiredoxin 2) [NCBI Gene 7001] {aka HEL-S-2a, NKEF-B, NKEFB, PRP, PRX2, PRXII}, IL6 (interleukin 6) [NCBI Gene 3569] {aka BSF-2, BSF2, CDF, HGF, HSF, IFN-beta-2}, LTBP2 (latent transforming growth factor beta binding protein 2) [NCBI Gene 4053] {aka C14orf141, GLC3D, LTBP3, MSPKA, MSTP031, WMS3}, ICAM2 (intercellular adhesion molecule 2) [NCBI Gene 3384] {aka CD102}, ANGPTL2 (angiopoietin like 2) [NCBI Gene 23452] {aka ARP2, HARP}, PRDX4 (peroxiredoxin 4) [NCBI Gene 10549] {aka AOE37-2, AOE372, HEL-S-97n, PRX-4}, GLRX (glutaredoxin) [NCBI Gene 2745] {aka GRX, GRX1}, Rnase3 (ribonuclease A family member 3) [NCBI Gene 192264] {aka EAR, ECP, Ear11, R1, R7}, CCL27 (C-C motif chemokine ligand 27) [NCBI Gene 10850] {aka ALP, CTACK, CTAK, ESKINE, ILC, PESKY}, NFE2L2 (NFE2 like bZIP transcription factor 2) [NCBI Gene 4780] {aka IMDDHH, NRF2, Nrf-2}, SPON2 (spondin 2) [NCBI Gene 10417] {aka DIL-1, DIL1, M-SPONDIN, MINDIN}
- **Diseases:** neurological disorders (MESH:D009461), Alzheimer's disease (MESH:D000544), glucose intolerance (MESH:D018149), Cardiometabolic (MESH:D024821), diabetes (MESH:D003920), Mononeuritis (MESH:D020422), cardiac or respiratory diseases (MESH:D012140), MCL (MESH:C535516), cardiovascular disease (MESH:D002318), Dihydropteridine reductase deficiency (MESH:D010661), age-related cognitive decline (MESH:D003072), arthritis (MESH:D001168), endothelial dysfunction (MESH:D014652), NECS (MESH:D009134), pain (MESH:D010146), Inflammation (MESH:D007249), Werner Syndrome (MESH:D014898), Parkinson disease (MESH:D010300), osteoarthritis (MESH:D010003), progeroid (MESH:C536423), obese (MESH:D009765), beta-cell dysfunction (MESH:D007340), autoimmune and inflammatory diseases (MESH:D001327), Neurodegenerative Diseases (MESH:D019636), dyskinesia (MESH:D004409), cancer (MESH:D009369), neuronal damage (MESH:D009410), fibrosis (MESH:D005355), , coagulation (MESH:D001778), T2DM (MESH:D003924), metabolic and neurological diseases (MESH:D001928), APs (MESH:D019588), cytotoxicity (MESH:D064420)
- **Chemicals:** ROS (MESH:D017382), AMP (MESH:D000249), ATP (MESH:D000255), resveratrol (MESH:D000077185), alcohol (MESH:D000438), Vitamin E (MESH:D014810), hydrogen peroxide (MESH:D006861), Nucleotide (MESH:D009711), lipid (MESH:D008055), ADP (MESH:D000244), glucose (MESH:D005947), AGEs (MESH:D017127), BH4 (MESH:C003402), DEPs (-), Metformin (MESH:D008687), NO (MESH:D009569)
- **Species:** Rattus norvegicus (brown rat, species) [taxon 10116], Drosophila melanogaster (fruit fly, species) [taxon 7227], Mus musculus (house mouse, species) [taxon 10090], Arachis hypogaea (goober, species) [taxon 3818], Homo sapiens (human, species) [taxon 9606], Diptera (flies, order) [taxon 7147], C. elegans [taxon 328850]

## Full text

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## Figures

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## References

68 references — full list in the complete paper: https://tomesphere.com/paper/PMC12883144/full.md

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Source: https://tomesphere.com/paper/PMC12883144