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Bello GA, Ornstein KA, Lucchini RG, Hung WW, Ko FC, Colicino E, Taioli E, Crane MA, Todd AC. Development and Validation of a Clinical Frailty Index for the World Trade Center General Responder Cohort. J Aging Health 2021; 33:531-544. [PMID: 33706594 DOI: 10.1177/0898264321997675] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Objectives: To develop and validate a clinical frailty index to characterize aging among responders to the 9/11 World Trade Center (WTC) attacks. Methods: This study was conducted on health monitoring data on a sample of 6197 responders. A clinical frailty index, WTC FI-Clinical, was developed according to the cumulative deficit model of frailty. The validity of the resulting index was assessed using all-cause mortality as an endpoint. Its association with various cohort characteristics was evaluated. Results: The sample's median age was 51 years. Thirty items were selected for inclusion in the index. It showed a strong correlation with age, as well as significant adjusted associations with mortality, 9/11 exposure severity, sex, race, pre-9/11 occupation, education, and smoking status. Discussion: The WTC FI-Clinical highlights effects of certain risk factors on aging within the 9/11 responder cohort. It will serve as a useful instrument for monitoring and tracking frailty within this cohort.
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Affiliation(s)
- Ghalib A Bello
- Department of Environmental Medicine and Public Health, World Trade Center Health Program General Responder Data Center, 5925Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Katherine A Ornstein
- Brookdale Department of Geriatrics and Palliative Medicine, 5925Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Roberto G Lucchini
- Department of Environmental Medicine and Public Health, World Trade Center Health Program General Responder Data Center, 5925Icahn School of Medicine at Mount Sinai, New York, NY, USA.,5450Florida International University, School of Public Health, Miami, FL, USA.,University of Brescia, Brescia, Italy
| | - William W Hung
- Brookdale Department of Geriatrics and Palliative Medicine, 5925Icahn School of Medicine at Mount Sinai, New York, NY, USA.,James J. Peters VA Medical Center, New York, NY, USA
| | - Fred C Ko
- Brookdale Department of Geriatrics and Palliative Medicine, 5925Icahn School of Medicine at Mount Sinai, New York, NY, USA.,James J. Peters VA Medical Center, New York, NY, USA
| | - Elena Colicino
- Department of Environmental Medicine and Public Health, 5925Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Emanuela Taioli
- Institute for Translational Epidemiology, 5925Icahn School of Medicine at Mount Sinai, New York, NY, USA.,Department of Population Health Science and Policy, 5925Icahn School of Medicine at Mount Sinai, New York, NY, USA.,Department of Thoracic Surgery, 5925Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Michael A Crane
- Department of Environmental Medicine and Public Health, World Trade Center Health Program Clinical Center of Excellence at Mount Sinai, 5925Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Andrew C Todd
- Department of Environmental Medicine and Public Health, World Trade Center Health Program General Responder Data Center, 5925Icahn School of Medicine at Mount Sinai, New York, NY, USA
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Zhang Y, Zhou Q, Yang R, Hu C, Huang Z, Zheng C, Liang Q, Gong R, Zhu X, Gong H, Yuan H, Chen C, Li X, Zhang N, Yang Z, Sun L. Serum branched-chain amino acids are associated with leukocyte telomere length and frailty based on residents from Guangxi longevity county. Sci Rep 2020; 10:10252. [PMID: 32581228 PMCID: PMC7314839 DOI: 10.1038/s41598-020-67010-9] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2020] [Accepted: 06/01/2020] [Indexed: 11/26/2022] Open
Abstract
Branched-chain amino acids (BCAAs) and telomere length are biologically associated with healthy aging. However, the association between them and their interaction on frailty remain unclear in humans. Here, a cross-sectional study based on residents from Guangxi longevity county was conducted to investigate the association of serum BCAAs, peripheral leukocyte telomere length (LTL) and frailty. A total of 1,034 subjects aged 20 to 110 years were recruited in the study. The real-time qPCR method and a targeted metabolomics approach based on isotope dilution liquid chromatography tandem mass spectrometry (LC/MS/MS) method were used for measurement of LTL and BCAAs, respectively. A frailty score defined as the proportion of accumulated deficits based on 24 aging-related items was used assess the health status of elderly subjects. First, we found that a higher concentration of BCAAs was significantly associated with longer LTL only in middle-aged subjects, independent of age and BMI (P < 0.05). In the oldest-old subjects, we identified a significantly inverse association between BCAAs and frailty score (P < 0.001), even after adjustment for age and BMI (P < 0.05). Additionally, we recognized a statistically significant synergetic interaction between BCAAs and LTL on frailty score in the oldest-old subjects by the general linear model (P = 0.042), although we did not find any significant association between LTL and frailty score. In summary, our findings suggest a potentially protective effect of circulating BCAAs on LTL and frailty based on the subjects from longevity county in East Asia and indicate a potential synergetic interaction between BCAAs and LTL in healthy aging.
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Affiliation(s)
- Ying Zhang
- Peking University Fifth School of Clinical Medicine, Beijing, 100730, China
- The MOH Key Laboratory of Geriatrics, Beijing Hospital, National Center of Gerontology, Beijing, 100730, China
| | - Qi Zhou
- The MOH Key Laboratory of Geriatrics, Beijing Hospital, National Center of Gerontology, Beijing, 100730, China
| | - Ruiyue Yang
- The MOH Key Laboratory of Geriatrics, Beijing Hospital, National Center of Gerontology, Beijing, 100730, China
| | - Caiyou Hu
- Department of Neurology, JiangBin Hospital, Nanning, Guangxi, 530021, China
| | - Zezhi Huang
- Office of Longevity Cultural, People's Government of Yongfu County, Guilin, Guangxi, 541899, China
| | - Chenguang Zheng
- Department of Cardiothoracic Surgery, Guangxi Maternal and Child Health Hospital, Nanning, Guangxi, 530005, China
| | - Qinghua Liang
- Department of Neurology, JiangBin Hospital, Nanning, Guangxi, 530021, China
| | - Ranhui Gong
- Office of Longevity Cultural, People's Government of Yongfu County, Guilin, Guangxi, 541899, China
| | - Xiaoquan Zhu
- The MOH Key Laboratory of Geriatrics, Beijing Hospital, National Center of Gerontology, Beijing, 100730, China
| | - Huan Gong
- The MOH Key Laboratory of Geriatrics, Beijing Hospital, National Center of Gerontology, Beijing, 100730, China
| | - Huiping Yuan
- The MOH Key Laboratory of Geriatrics, Beijing Hospital, National Center of Gerontology, Beijing, 100730, China
| | - Chen Chen
- The MOH Key Laboratory of Geriatrics, Beijing Hospital, National Center of Gerontology, Beijing, 100730, China
| | - Xianghui Li
- Peking University Fifth School of Clinical Medicine, Beijing, 100730, China
| | - Nan Zhang
- The MOH Key Laboratory of Geriatrics, Beijing Hospital, National Center of Gerontology, Beijing, 100730, China
| | - Ze Yang
- The MOH Key Laboratory of Geriatrics, Beijing Hospital, National Center of Gerontology, Beijing, 100730, China
| | - Liang Sun
- Peking University Fifth School of Clinical Medicine, Beijing, 100730, China.
- The MOH Key Laboratory of Geriatrics, Beijing Hospital, National Center of Gerontology, Beijing, 100730, China.
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Araújo Carvalho AC, Tavares Mendes ML, da Silva Reis MC, Santos VS, Tanajura DM, Martins-Filho PRS. Telomere length and frailty in older adults-A systematic review and meta-analysis. Ageing Res Rev 2019; 54:100914. [PMID: 31170457 DOI: 10.1016/j.arr.2019.100914] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2019] [Revised: 05/29/2019] [Accepted: 05/31/2019] [Indexed: 12/29/2022]
Abstract
Telomere shortening has been proposed as a potentially useful biomarker of human ageing and age-related morbidity and mortality. We performed a systematic review and meta-analysis to summarize results from individual studies on the telomere length according to the frailty status and frailty index in older adults. We searched the PubMed, SCOPUS and Web of Science databases to identify studies that evaluated the telomere length in frail and non-frail older adults and the relationship between telomere length and frailty index score. We used the base pairs (bp) as a measure of the telomere length. Summary estimates were calculated using random-effects models. Nine studies were included in the present systematic review and a total of 10,079 older adults were analyzed. We found that the frail older adults (n = 355) had shorter telomeres than the non-frail (n = 1894) (Standardized Mean Difference [SMD] -0.41; 95% CI -0.73 to -0.09; P = 0.01; I2 = 82%). Significant differences in telomere length between frail and non-frail older adults were identified in Hispanic (SMD -1.31; 95% CI -1.71 to -0.92; P < 0.0001; I2 = 0%) but not in Non-Hispanic countries (SMD -0.13; 95% CI -0.26 to 0.00; P = 0.06; I2 = 0%). Similar results were found in the adjusted meta-analysis (SMD -0.56; 95% -1.12 to 0.00; P = 0.05; I2 = 85%). A significant but weak relationship was found between telomere length and frailty index analyzing 8244 individuals (SMD -0.06; 95% IC -0.10 to 0.01; P = 0.01; I2 = 0%). The current available evidence suggests that telomere length may be not a meaningful biomarker for frailty. Because the potential influence of ethnicity in shortening of telomeres and decline in physiologic reserves associated with aging, additional multiethnic studies are needed.
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Blodgett JM, Theou O, Mitnitski A, Howlett SE, Rockwood K. Associations between a laboratory frailty index and adverse health outcomes across age and sex. Aging Med (Milton) 2019; 2:11-17. [PMID: 31942508 PMCID: PMC6880698 DOI: 10.1002/agm2.12055] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2019] [Revised: 02/18/2019] [Accepted: 02/18/2019] [Indexed: 12/18/2022] Open
Abstract
OBJECTIVE Early frailty may be captured by a frailty index (FI) based entirely on vital signs and laboratory tests. Our aim was to examine associations between a laboratory-based FI (FI-Lab) and adverse health outcomes, and investigate how this changed with age. METHODS Up to 8988 individuals aged 20+ years from the 2003-2004 and 2005-2006 National Health and Nutrition Examination Survey cohorts were included. Characteristics of the FI-Lab were compared to those of a self-reported clinical FI. Associations between each FI and health care use, self-reported health, and disability were examined in the full sample and across age groups. RESULTS Laboratory-based FI scores increased with age but did not demonstrate expected sex differences. Women aged 20-39 years had higher FI scores than men; this pattern reversed after age 60 years. FI-Lab scores were associated with poor self-reported health (odds ratio[95% confidence interval]: 1.46[1.39-1.54]), high health care use (1.35[1.29-1.42]), and high disability (1.41[1.32-1.50]), even among those aged 20-39 years. CONCLUSION Higher FI-Lab scores were associated with poor health outcomes at all ages. Associations in the youngest group support the notion that deficit accumulation occurs across the lifespan. FI-Lab scores could be utilized as an early screening tool to identify deficit accumulation at the cellular and molecular level before they become clinically visible.
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Affiliation(s)
| | - Olga Theou
- Geriatric MedicineDepartment of MedicineDalhousie UniversityHalifaxNova ScotiaCanada
| | - Arnold Mitnitski
- Geriatric MedicineDepartment of MedicineDalhousie UniversityHalifaxNova ScotiaCanada
| | - Susan E. Howlett
- Geriatric MedicineDepartment of MedicineDalhousie UniversityHalifaxNova ScotiaCanada
- Department of PharmacologyDalhousie UniversityHalifaxNova ScotiaCanada
| | - Kenneth Rockwood
- Geriatric MedicineDepartment of MedicineDalhousie UniversityHalifaxNova ScotiaCanada
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