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He L, Yang J, Lin S, Shi K, Fang Y. Frailty detection with routine blood tests using data from the english longitudinal study of ageing (ELSA). Eur Geriatr Med 2024:10.1007/s41999-024-01038-2. [PMID: 39190227 DOI: 10.1007/s41999-024-01038-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2024] [Accepted: 08/06/2024] [Indexed: 08/28/2024]
Abstract
PURPOSE Frailty is a rising global health issue in ageing society. Easily accessible and sensitive tools are needed for frailty monitoring while routine blood factors can be potential candidates. METHODS Data from 1907 participants (aged 60 years or above) were collected from the 4th to 9th wave of the English longitudinal study of ageing. 14 blood factors obtained from blood tests were included in the analysis. A 52-item frailty index (FI) was calculated for frailty evaluation. Logistic regression and Cox proportional hazards analysis were used to explore the relationships between baseline blood factors and the incidence of frailty over time respectively. All analyses were controlled for age and sex. RESULTS The mean age of participants was 67.3 years and 47.2% of them were male. Our study identified that 8 blood factors (mean corpuscular haemoglobin, HDL, triglyceride, ferritin, hsCRP, dehydroepiandrosterone, haemoglobin, and WBC) involved in inflammatory, nutritional and metabolic processes were associated with frailty. The combined model with these 8 blood factors had an AUC of 0.758 at cross-sectional level. In the Cox proportional hazards analysis, higher triglyceride (HR: 1.30, 95%CI: 1.07 ~ 1.59), WBC (HR: 1.16, 95%CI: 1.05 ~ 1.28), and lower HDL (HR: 0.58, 95%CI: 0.38 ~ 0.90) at baseline were linked to greater risk of developing frailty within 10 years. Compared to adults without abnormal blood factors at baseline, the hazard ratios of participants with two or more abnormal blood factors were almost twofold higher in developing frailty over time. CONCLUSIONS Routine blood factors, particularly triglyceride, HDL and WBC, could be used for frailty screening in clinical practice and estimate the development of frailty over time.
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Affiliation(s)
- Lingxiao He
- Center for Ageing and Health Research, School of Public Health, Xiamen University, Xiang'an South Road, Xiamen, 361102, China
| | - Jinzhu Yang
- Center for Ageing and Health Research, School of Public Health, Xiamen University, Xiang'an South Road, Xiamen, 361102, China
| | - Shujing Lin
- Center for Ageing and Health Research, School of Public Health, Xiamen University, Xiang'an South Road, Xiamen, 361102, China
| | - Kanglin Shi
- Center for Ageing and Health Research, School of Public Health, Xiamen University, Xiang'an South Road, Xiamen, 361102, China
| | - Ya Fang
- Center for Ageing and Health Research, School of Public Health, Xiamen University, Xiang'an South Road, Xiamen, 361102, China.
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Liu Y, Liu X, Duan L, Zhao Y, He Y, Li W, Cui J. Associations of micronutrient dietary patterns with sarcopenia among US adults: a population-based study. Front Nutr 2024; 11:1301831. [PMID: 38410638 PMCID: PMC10894935 DOI: 10.3389/fnut.2024.1301831] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Accepted: 01/30/2024] [Indexed: 02/28/2024] Open
Abstract
Background Current epidemiological evidence points to an association between micronutrient (MN) intake and sarcopenia, but studies have focused on single MN, and no combined effects on MNs have been reported. The aim of this study was to investigate the relationship between different MN intake patterns and sarcopenia and skeletal muscle mass. Methods We performed a population-based cross-sectional study, with a total of 5,256 U.S. adults aged 20-59 years, and we collected total daily MN intake and appendicular skeletal muscle mass measured by Dual-Energy X-ray Absorptiometry (DXA). Principal component analysis (PCA) was used to obtain nutrient patterns and principal component scores based on the intake of 14 MNs, and logistic regression analysis was used to assess the effects of single MN and MN intake patterns on sarcopenia and muscle mass. Results We defined three MN intake patterns by PCA: (1) adherence to VitB-mineral, high intake of vitamin B and minerals; (2) adherence to VitAD-Ca-VB12, high intake of vitamin A, vitamin D, calcium and vitamin B12; and (3) adherence to Antioxidant Vit, high intake of antioxidant vitamins A, C, E, and K. These three nutrient patterns explained 73.26% of the variance of the population. A negative association was observed between most single MN intakes and sarcopenia, and after adjusting for confounders, adherence to the highest tertile of the three nutrient patterns was associated with a lower risk of sarcopenia and relatively higher skeletal muscle mass compared to the lowest adherence. In subgroup analysis, MN intake patterns were significantly correlated with sarcopenia in middle-aged females. Conclusion Nutritional patterns based on MN intake were significantly related to sarcopenia, indicating that MNs interact with each other while exerting their individual functions, and that MN dietary patterns may provide promising strategies for preventing the loss of muscle mass, with further prospective studies warranted in the future.
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Affiliation(s)
- Yining Liu
- Cancer Center, The First Hospital of Jilin University, Changchun, China
| | - Xiangliang Liu
- Cancer Center, The First Hospital of Jilin University, Changchun, China
| | - Linnan Duan
- Department of Neurosurgery, The First Hospital of Jilin University, Changchun, China
| | - Yixin Zhao
- Cancer Center, The First Hospital of Jilin University, Changchun, China
| | - Yuwei He
- Cancer Center, The First Hospital of Jilin University, Changchun, China
| | - Wei Li
- Cancer Center, The First Hospital of Jilin University, Changchun, China
| | - Jiuwei Cui
- Cancer Center, The First Hospital of Jilin University, Changchun, China
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Lee BJ, Chi JH. Association between anemia and grip strength indices combined with anthropometry in the Korean population. Sci Rep 2023; 13:18517. [PMID: 37898727 PMCID: PMC10613214 DOI: 10.1038/s41598-023-45985-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Accepted: 10/26/2023] [Indexed: 10/30/2023] Open
Abstract
Anemia is common in older people and is associated with low hand grip strength (HGS). However, there is no study of the association of anemia with both absolute and various relative HGS indices. Therefore, the objectives of this study are to examine the association of anemia with absolute and relative HGS indices and to evaluate whether the relative HGS indices are useful as risk indices of anemia. In this large-scale cross-sectional study, we analyzed the association of anemia with anthropometric indices, absolute HGS indices, and relative HGS indices using both crude and adjusted binary logistic regression models. A total of 24,022 participants were included in the final analysis. Anemia was defined as a blood hemoglobin concentration of less than 13.0 g/dL for men, less than 11.0 g/dL for pregnant women, and less than 12.0 g/dL for nonpregnant women. We considered covariates such as residential area, marital status, education level, occupation, household income, alcohol consumption, smoking status, muscular exercise, walking exercise, blood pressure, and age for men, while for women, we also included menopause. The mean ages of the subjects in this study were 51.89 ± 0.19 years in the nonanemic group and 66.56 ± 0.61 in the anemic group in men and 52.55 ± 0.19 in the nonanemic group and 51.85 ± 0.44 in the anemic group in women. The number of anemic patients was 570 (5.5%) in men and 1638 (12%) in women. The mean HGS value in the dominant hand was 38.97 ± 0.11 in the nonanemic group and 30.84 ± 0.38 in the anemic group in men and 22.64 ± 0.07 in the nonanemic group and 21.85 ± 0.16 in the anemic group in women. Age was highly associated with anemia in men but not in women. Absolute HGS indices, such as the dominant HGS index and both HGS indices, were negatively associated with anemia in both sexes in all crude and adjusted models. All relative HGS indices were associated with anemia in men, but in women, only dominant HGS divided by height and both HGS divided by height were related to anemia status in all models. The associations between anemia and absolute and relative HGS indices were significantly high in men, while in women, these associations were of moderate strength. Anemia was negatively associated with HGS in the Korean population. The strengths of the associations of anemia with the absolute and relative HGS indices showing the highest association with anemia were similar. Therefore, there is no need to use relative HGS indices as risk factors for anemia, and absolute HGS indices, as easily obtained and cost-effective measurement, are suitable.
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Affiliation(s)
- Bum Ju Lee
- Digital Health Research Division, Korea Institute of Oriental Medicine, 1672 Yuseong‑daero, Yuseong‑gu, Daejeon, 34054, Korea.
| | - Jeong Hee Chi
- Department of Computer Science and Engineering, Konkuk University, Seoul, Korea
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van Dronkelaar C, Fultinga M, Hummel M, Kruizenga H, Weijs PJM, Tieland M. Minerals and Sarcopenia in Older Adults: An Updated Systematic Review. J Am Med Dir Assoc 2023:S1525-8610(23)00481-4. [PMID: 37355247 DOI: 10.1016/j.jamda.2023.05.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Revised: 05/17/2023] [Accepted: 05/17/2023] [Indexed: 06/26/2023]
Abstract
OBJECTIVE This systematic review aims to reevaluate the role of minerals on muscle mass, muscle strength, physical performance, and the prevalence of sarcopenia in community-dwelling and institutionalized older adults. DESIGN Systematic review. SETTING AND PARTICIPANTS In March 2022, a systematic search was performed in PubMed, Scopus, and Web of Sciences using predefined search terms. Original studies on dietary mineral intake or mineral serum blood concentrations on muscle mass, muscle strength, and physical performance or the prevalence of sarcopenia in older adults (average age ≥65 years) were included. METHODS Eligibility screening and data extraction was performed by 2 independent reviewers. Quality assessment was performed with the Effective Public Health Practice Project (EPHPP) Quality Assessment Tool for Quantitative Studies. Risk of bias was evaluated using the Risk Of Bias In Non-randomized Studies-of Exposure (ROBINS-E) tool. RESULTS From the 15,622 identified articles, a total of 45 studies were included in the review, mainly being cross-sectional and observational studies. Moderate quality of evidence showed that selenium (n = 8) and magnesium (n = 7) were significantly associated with muscle mass, strength, and physical performance as well as the prevalence of sarcopenia. For calcium and zinc, no association could be found. For potassium, iron, sodium, and phosphorus, the association with sarcopenic outcomes remains unclear as not enough studies could be included or were nonconclusive (low quality of evidence). CONCLUSIONS AND IMPLICATIONS This systematic review shows a potential role for selenium and magnesium on the prevention and treatment of sarcopenia in older adults. More randomized controlled trials are warranted to determine the impact of minerals on sarcopenia in older adults.
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Affiliation(s)
- Carliene van Dronkelaar
- Center of Expertise Urban Vitality, Faculty of Sports and Nutrition, Amsterdam University of Applied Sciences, Amsterdam, the Netherlands; Amsterdam Public Health, Aging and Later Life, Amsterdam, the Netherlands; Department of Nutrition and Dietetics, Amsterdam University Medical Centers, Amsterdam, the Netherlands.
| | - Maaike Fultinga
- Center of Expertise Urban Vitality, Faculty of Sports and Nutrition, Amsterdam University of Applied Sciences, Amsterdam, the Netherlands
| | - Mitchell Hummel
- Center of Expertise Urban Vitality, Faculty of Sports and Nutrition, Amsterdam University of Applied Sciences, Amsterdam, the Netherlands
| | - Hinke Kruizenga
- Center of Expertise Urban Vitality, Faculty of Sports and Nutrition, Amsterdam University of Applied Sciences, Amsterdam, the Netherlands; Department of Nutrition and Dietetics, Amsterdam University Medical Centers, Amsterdam, the Netherlands
| | - Peter J M Weijs
- Center of Expertise Urban Vitality, Faculty of Sports and Nutrition, Amsterdam University of Applied Sciences, Amsterdam, the Netherlands; Amsterdam Public Health, Aging and Later Life, Amsterdam, the Netherlands
| | - Michael Tieland
- Center of Expertise Urban Vitality, Faculty of Sports and Nutrition, Amsterdam University of Applied Sciences, Amsterdam, the Netherlands
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Portugal-Nunes C, Castanho TC, Amorim L, Moreira PS, Mariz J, Marques F, Sousa N, Santos NC, Palha JA. Iron Status is Associated with Mood, Cognition, and Functional Ability in Older Adults: A Cross-Sectional Study. Nutrients 2020; 12:E3594. [PMID: 33238615 PMCID: PMC7700455 DOI: 10.3390/nu12113594] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Revised: 11/02/2020] [Accepted: 11/19/2020] [Indexed: 01/04/2023] Open
Abstract
Several conditions are risk factors for iron deficiency (ID), some of which are highly prevalent in older individuals. Despite the amount of evidence pointing for a role of ID in cognition, mood and physical functional ability, the research addressing these associations in older individuals is still scarce. In the present study, 162 older community-dwelling individuals (29.53% classified as ID) were enrolled in a cross-sectional analysis and characterized regarding cognition, mood, functional ability, general nutritional intake and iron status. Assessment of iron status was performed using several blood biomarkers. Storage and erythropoiesis dimensions were positively associated with memory, along with an interaction (moderator effect) between iron storage and nutritional status. A more depressed mood was negatively associated with (iron) transport, transport saturation and erythropoiesis dimensions, and functional tiredness was positively associated with the erythropoiesis dimension. These observations indicate that lower iron status is associated with depressive mood, functional tiredness and poorer memory ability, with the latter moderated by nutritional status. These findings suggest that using iron as a continuous variable may be useful in finding associations with iron homeostasis, eventually missed when iron levels are considered within the usual classification groups.
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Affiliation(s)
- Carlos Portugal-Nunes
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, 4710-057 Braga, Portugal; (C.P.-N.); (T.C.C.); (L.A.); (P.S.M.); (J.M.); (F.M.); (N.S.); (N.C.S.)
- ICVS/3B′s, PT Government Associate Laboratory, 4710-057 Braga/Guimarães, Portugal
- Clinical Academic Center—Braga, 4710-243 Braga, Portugal
| | - Teresa Costa Castanho
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, 4710-057 Braga, Portugal; (C.P.-N.); (T.C.C.); (L.A.); (P.S.M.); (J.M.); (F.M.); (N.S.); (N.C.S.)
- ICVS/3B′s, PT Government Associate Laboratory, 4710-057 Braga/Guimarães, Portugal
- Clinical Academic Center—Braga, 4710-243 Braga, Portugal
| | - Liliana Amorim
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, 4710-057 Braga, Portugal; (C.P.-N.); (T.C.C.); (L.A.); (P.S.M.); (J.M.); (F.M.); (N.S.); (N.C.S.)
- ICVS/3B′s, PT Government Associate Laboratory, 4710-057 Braga/Guimarães, Portugal
- Associação Centro de Medicina P5 (ACMP5), 4710-057 Braga, Portugal
| | - Pedro Silva Moreira
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, 4710-057 Braga, Portugal; (C.P.-N.); (T.C.C.); (L.A.); (P.S.M.); (J.M.); (F.M.); (N.S.); (N.C.S.)
- ICVS/3B′s, PT Government Associate Laboratory, 4710-057 Braga/Guimarães, Portugal
- Clinical Academic Center—Braga, 4710-243 Braga, Portugal
| | - José Mariz
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, 4710-057 Braga, Portugal; (C.P.-N.); (T.C.C.); (L.A.); (P.S.M.); (J.M.); (F.M.); (N.S.); (N.C.S.)
- ICVS/3B′s, PT Government Associate Laboratory, 4710-057 Braga/Guimarães, Portugal
- Clinical Academic Center—Braga, 4710-243 Braga, Portugal
- Emergency Department, Intermediate Care Unit (EDIMCU), Hospital de Braga, 4710-243 Braga, Portugal
| | - Fernanda Marques
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, 4710-057 Braga, Portugal; (C.P.-N.); (T.C.C.); (L.A.); (P.S.M.); (J.M.); (F.M.); (N.S.); (N.C.S.)
- ICVS/3B′s, PT Government Associate Laboratory, 4710-057 Braga/Guimarães, Portugal
| | - Nuno Sousa
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, 4710-057 Braga, Portugal; (C.P.-N.); (T.C.C.); (L.A.); (P.S.M.); (J.M.); (F.M.); (N.S.); (N.C.S.)
- ICVS/3B′s, PT Government Associate Laboratory, 4710-057 Braga/Guimarães, Portugal
- Clinical Academic Center—Braga, 4710-243 Braga, Portugal
| | - Nadine Correia Santos
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, 4710-057 Braga, Portugal; (C.P.-N.); (T.C.C.); (L.A.); (P.S.M.); (J.M.); (F.M.); (N.S.); (N.C.S.)
- ICVS/3B′s, PT Government Associate Laboratory, 4710-057 Braga/Guimarães, Portugal
- Associação Centro de Medicina P5 (ACMP5), 4710-057 Braga, Portugal
| | - Joana Almeida Palha
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, 4710-057 Braga, Portugal; (C.P.-N.); (T.C.C.); (L.A.); (P.S.M.); (J.M.); (F.M.); (N.S.); (N.C.S.)
- ICVS/3B′s, PT Government Associate Laboratory, 4710-057 Braga/Guimarães, Portugal
- Clinical Academic Center—Braga, 4710-243 Braga, Portugal
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