Evidence map›Paper›PMID 40377147›Full record

ArticleCurrent pharmaceutical design2025

The Associations between Albumin, Globulin, Albumin-to-globulin Ratio, and Frailty in Middle-aged and Older Adults: Evidence from NHANES 2013-2014.

Li-Xin Sun, Cui-E Li, Bin-Bin Feng, Yong-Yong Liu, Ruo-Wei Ma, Yu-Xuan Zhang, Guo-Cui Wu

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Article in Current pharmaceutical design, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

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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

7 authors.

Li-Xin SunSchool of Nursing, Anhui Medical University, Hefei, China.
Cui-E LiSchool of Nursing, Anhui Medical University, Hefei, China.
Bin-Bin FengSchool of Nursing, Anhui Medical University, Hefei, China.
Yong-Yong LiuSchool of Nursing, Anhui Medical University, Hefei, China.
Ruo-Wei MaSchool of Nursing, Anhui Medical University, Hefei, China.
Yu-Xuan ZhangSchool of Nursing, Anhui Medical University, Hefei, China.
Guo-Cui WuSchool of Nursing, Anhui Medical University, Hefei, China.ORCID 0000-0003-0508-0612

Funding

Key Scientific Research Foundation of the Education Department of Province Anhui 2023AH050601Natural Science Foundation of Anhui Province 2408085MH216Research Fund of Graduate Student Training Programs hlqm12023046
6 · The paper itself

Abstract

aimInflammation and nutritional status have significant roles in frailty. While albumin and the albumin-to-globulin ratio (AGR) are recognized as inflammatory and nutritional biomarkers, and globulin is associated with inflammation, their relationships with frailty remain underexplored. This study explored the relationships between albumin, globulin, AGR, and frailty among middle-aged and older adults, utilizing data from the National Health and Nutrition Examination Survey (NHANES) database.

methodsThe study was a cross-sectional study with participants aged ≥45 years from the 2013-2014 NHANES database. The frailty assessment was based on a 36-item index of frailty constructed in NHANES, excluding nutritional indicators. The relationships between albumin, globulin, AGR, and frailty were analyzed using weighted multivariate regression analyses, smooth curve fitting, two-segment linear regression models, subgroup analyses, and interaction tests.

resultsThis study involved 1,506 middle-aged and older participants, with a frailty rate of 42.23%. Nonlinear relationships were identified between albumin, AGR, and frailty, while a linear relationship was observed between globulin and frailty. Two-segment linear regression models demonstrated that the inflection points for albumin and AGR were 3.90 and 1.91, respectively. On the left side of these inflection points, albumin and AGR were negatively associated with the prevalence of frailty. On the right side of these inflection points, albumin and AGR were not significantly associated with the prevalence of frailty.

conclusionThis study reveals two threshold effects on frailty in middle-aged and older adults: albumin and AGR. Below specific thresholds, both are linked to reduced frailty risk, but above these levels, neither shows a significant association. Globulin, however, consistently correlates with increased frailty. These findings highlight nonlinear relationships between albumin, AGR, and frailty, suggesting that maintaining optimal levels of these biomarkers may help prevent frailty.

Indexed as

FrailtyGlobulinsSerum AlbuminSerum GlobulinsAgedAged, 80 and overBiomarkersCross-Sectional StudiesFemaleHumansMaleMiddle AgedNutrition SurveysBiomarkersGlobulinsSerum AlbuminSerum GlobulinsAGRAlbuminfrailtyglobulinmiddle-aged and older adultsNHANES.

Identifiers

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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 Socratic graph.