Evidence map›Paper›PMID 42790274›Full record

ArticleThe journal of nutrition, health & aging2026

Metabolic reserve: baseline cholesterol as a predictor and modulator of response to in-hospital exercise in older adults.

Martín Beistegui-Sarobe, Chenhui Chenhuichen, Ana Zugasti-Murillo, Sonsoles Botella-Martínez, Fabricio Zambom-Ferraresi, Nicolás Martínez-Velilla

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Article in The journal of nutrition, health & aging, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Martín Beistegui-SarobeNavarre Health Service (SNS-O), Navarre University Hospital (HUN), Department of Geriatrics, Navarrabiomed, Navarre Public University (UPNA), Navarra Institute for Health Research (IdiSNA), Pamplona, Spain.
Chenhui ChenhuichenNavarre Health Service (SNS-O), Navarre University Hospital (HUN), Department of Geriatrics, Navarrabiomed, Navarre Public University (UPNA), Navarra Institute for Health Research (IdiSNA), Pamplona, Spain; Geriatrics and Active Aging Research Group (INGEA), Navarrabiomed, Pamplona, Navarre, Spain; Navarre Public University (UPNA), Spain.
Ana Zugasti-MurilloNavarre Health Service (SNS-O), Navarre University Hospital (HUN), Department of Endocrinology, Nutrition Section, Pamplona, Navarre, Spain.
Sonsoles Botella-MartínezNavarre Health Service (SNS-O), Navarre University Hospital (HUN), Department of Endocrinology, Nutrition Section, Pamplona, Navarre, Spain.
Fabricio Zambom-FerraresiCIBER of Frailty and Healthy Aging (CIBERFES), Instituto de Salud Carlos III, Madrid, Spain; Geriatrics and Active Aging Research Group (INGEA), Navarrabiomed, Pamplona, Navarre, Spain; Navarre Public University (UPNA), Spain.
Nicolás Martínez-VelillaNavarre Health Service (SNS-O), Navarre University Hospital (HUN), Department of Geriatrics, Navarrabiomed, Navarre Public University (UPNA), Navarra Institute for Health Research (IdiSNA), Pamplona, Spain; CIBER of Frailty and Healthy Aging (CIBERFES), Instituto de Salud Carlos III, Madrid, Spain; Geriatrics and Active Aging Research Group (INGEA), Navarrabiomed, Pamplona, Navarre, Spain; Navarre Public University (UPNA), Spain. Electronic address: nicolasignacio.martinez@unavarra.es.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesTo determine whether baseline individual nutritional biomarkers can predict functional response to a multicomponent exercise program in older adults during acute hospitalization.

designSecondary analysis of a randomized controlled trial.

settingAcute Geriatric Unit of a tertiary public hospital in Navarra, Spain.

participantsA total of 303 hospitalized patients aged ≥75 years.

interventionMulticomponent exercise intervention (resistance, balance, and gait training) versus usual care. MEASUREMENTS: Functional response was defined as an increase of ≥1 point in the Short Physical Performance Battery (SPPB) score from admission to discharge. Nutritional status was assessed using baseline serum biomarkers (total cholesterol, albumin, total proteins, and vitamin D) and the Mini Nutritional Assessment (MNA) questionnaire.

resultsIn the exercise group, 85.3% of participants were functional responders. Responders had higher baseline total cholesterol levels (148 vs. 126.5 mg/dL; p = 0.01) than non-responders. Adjusted logistic regression confirmed that cholesterol was a significant predictor (OR 1.018 per mg/dL; 95% CI 1.00-1.03; p = 0.014). In the overall cohort, a significant interaction between baseline cholesterol and exercise intervention was identified (interaction OR 1.025 per mg/dL; 95% CI 1.008-1.041; p = 0.004). Also, a significant interaction between total serum protein levels and exercise was observed (interaction OR 3.17 per g/dL; 95% CI 1.16-8.66; p = 0.024).

conclusionBaseline total cholesterol, which may reflect metabolic reserve, predicts and modulates the functional response to in-hospital exercise. These findings, together with the additional interaction observed for total serum proteins, suggest that metabolic reserves enhance the capacity to respond to rehabilitation stimuli. Nutritional assessment should be integrated into rehabilitation strategies to identify older adults with physiological resilience who can benefit from such programs.

Indexed as

CholesterolExerciseFunctional responseMetabolic reserveNutrition

Identifiers

PMID42790274
PMCPMC13635505

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