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The Association of Vitamin D Levels and the Frailty Phenotype Among Non-geriatric Dialysis Patients: A Cross-sectional Study

Abstract

OBJECTIVES:

The aim of this study was to investigate the frequency of frailty and the association of vitamin D levels and the frailty phenotype among non-geriatric dialysis patients.

METHOD:

Seventy-four stable, chronic hemodialysis patients from the hemodialysis unit of the hospital were enrolled in the study. The patients’ medical histories and laboratory findings were obtained from the medical records of the dialysis unit. Serum parathyroid hormone and 25-hydroxy vitamin D levels were determined using chemiluminometric immunoassays. Frailty was defined by Fried et al. as a phenotype; shrinking, weakness, self-reported exhaustion, decreased activity and slowed walking speed were evaluated.

RESULTS:

Forty-one (55%) of the patients were males. The patients were divided into 3 groups according to frailty scores: 39 (53%) patients were frail, 6 (8%) patients were intermediately frail, and 28 (39%) patients were normal. Significant differences were found for 25-hydroxy vitamin D and hemoglobin levels among the groups; however, no differences were observed in body mass index, comorbidities, sex, marital status, education, disease and dialysis durations, or parathyroid hormone, creatinine, serum calcium, phosphorus, and potassium levels.

CONCLUSIONS:

Weakness and slowness are serious outcomes of both vitamin D deficiency and frailty, and vitamin D deficiency has been associated with increased risks of decreased physical activity, falls, fractures and death in postmenopausal women and older men. Although studies on frailty have focused on older adults, growing evidence indicates that the frailty phenotype is becoming a factor associated with poor health outcomes in non-geriatric populations with chronic disease.

Frailty; Dialysis; Vitamin D; Deficiency


INTRODUCTION

The prevalence of frailty syndrome, which is defined as a biological state of increased susceptibility to adverse health conditions, has recently increased from 6.5% to 65%, which is closely related to the aging trends of populations worldwide (11. Yaman H, Yaman A. Frailty in Family Practice: Diagnosis and Management. Ankara Med J. 2015;15(2):89-95, http://dx.doi.org/10.17098/amj.60105.
http://dx.doi.org/10.17098/amj.60105...

2. Clegg A, Young J, Iliffe S, Rikkert MO, Rockwood K. Frailty in elderly people. Lancet. 2013;381(9868):752-62, http://dx.doi.org/10.1016/S0140-6736(12)62167-9.
http://dx.doi.org/10.1016/S0140-6736(12)...
-33. Gale CR, Cooper C, Sayer AA. Prevalence of frailty and disability: findings from the English Longitudinal Study of Ageing. Age Ageing. 2015;44(1):162-5, http://dx.doi.org/10.1093/ageing/afu148.
http://dx.doi.org/10.1093/ageing/afu148...
).

Chronic kidney disease (CKD) is a major health problem, with a prevalence of 23.4% to 35.8% in persons aged 64 years or older, and affects over 2 million people worldwide (11. Yaman H, Yaman A. Frailty in Family Practice: Diagnosis and Management. Ankara Med J. 2015;15(2):89-95, http://dx.doi.org/10.17098/amj.60105.
http://dx.doi.org/10.17098/amj.60105...
). CKD increases the risk of cardiovascular disease, frailty and disability (44. Fried LF, Unruh ML. Aging in kidney disease: key issues and gaps in knowledge. Adv Chronic Kidney Dis. 2010;17(4):291-2, http://dx.doi.org/10.1053/j.ackd.2010.05.005.
http://dx.doi.org/10.1053/j.ackd.2010.05...
,55. Fried LF, Lee JS, Shlipak M, Chertow GM, Green C, Ding J, et al. Chronic kidney disease and functional limitation in older people: health, aging and body composition study. J Am Geriatr Soc. 2006;54(5):750-6, http://dx.doi.org/10.1111/j.1532-5415.2006.00727.x.
http://dx.doi.org/10.1111/j.1532-5415.20...
). Although the relationship between CKD and frailty is not completely understood, dysfunction of various systems, including hemoglobin, Interleukin 6 (IL-6), insulin-like growth factor 1 (IGF-1), dehydroepiandrosterone S (DHEA-S), hemoglobuline A1c (Hb A1c), 25-hydroxy vitamin D, vitamin B12, and carotenoids in frailty suggests common pathological pathways for both disorders (11. Yaman H, Yaman A. Frailty in Family Practice: Diagnosis and Management. Ankara Med J. 2015;15(2):89-95, http://dx.doi.org/10.17098/amj.60105.
http://dx.doi.org/10.17098/amj.60105...
,66. Chowdhury R, Peel NM, Krosch M, Hubbard RE. Frailty and chronic kidney disease: A systemic review. Arch Gerontol Geriatr. 2017;68:135-42, http://dx.doi.org/10.1016/j.archger.2016.10.007.
http://dx.doi.org/10.1016/j.archger.2016...
).

Frail individuals experience important physical and mental impairments that interfere with activities of daily living (77. McPhee JS, French DP, Jackson D, Nazroo J, Pendleton N, Degens H. Physical activity in older age: perspectives for healthy ageing and frailty. Biogerontology. 2016;17(3):567-80, http://dx.doi.org/10.1007/s10522-016-9641-0.
http://dx.doi.org/10.1007/s10522-016-964...
). The presentation of frailty is variable and may include low physical activity levels and fewer social connections (77. McPhee JS, French DP, Jackson D, Nazroo J, Pendleton N, Degens H. Physical activity in older age: perspectives for healthy ageing and frailty. Biogerontology. 2016;17(3):567-80, http://dx.doi.org/10.1007/s10522-016-9641-0.
http://dx.doi.org/10.1007/s10522-016-964...
,88. Marengoni A, Angleman S, Melis R, Mangialasche F, Karp A, Garmen A, et al. Aging with multimorbidity: a systematic review of the literature. Ageing Res Rev. 2011;10(4):430-9, http://dx.doi.org/10.1016/j.arr.2011.03.003.
http://dx.doi.org/10.1016/j.arr.2011.03....
).

Weakness and slowness are two constituents of frailty that are potential outcomes of vitamin D deficiency. Low vitamin D levels have been associated with increased risks of decreased physical activity, falls, fractures and death in postmenopausal women and older men. Vitamin D deficiency is relatively common in the general population and is also a particular risk for patients with CKD. Reduced sun exposure, impaired production of 25-hydroxy vitamin D, and reduced dietary intake are factors that may affect vitamin D levels, apart from the patient’s renal function (99. National Kidney Foundation. K/DOQI clinical practice guidelines for bone metabolism and disease in chronic kidney disease. Am J Kidney Dis. 2003;42(4 Suppl 3):S1-201.).

Although studies on frailty have focused on older adults, growing evidence indicates that the frailty phenotype is becoming a factor associated with poor health outcomes in non-geriatric populations with chronic disease (1010. Wilhelm-Leen ER, Hall YN, Tamura M, Chertow GM. Frailty and chronic kidney disease: the Third National Health and Nutrition Evaluation Survey. Am J Med. 2009;122(7):664-71.e2, http://dx.doi.org/10.1016/j.amjmed.2009.01.026.
http://dx.doi.org/10.1016/j.amjmed.2009....

11. Roshanravan B, Khatri M, Robinson Cohen C, Levin G, Patel KV, de Boer IH, et al. A prospective study of frailty in nephrology-referred patients with CKD. Am J Kidney Dis. 2012;60(6):912-921, http://dx.doi.org/10.1053/j.ajkd.2012.05.017.
http://dx.doi.org/10.1053/j.ajkd.2012.05...

12. Onen NR, Agbebi A, Shacham E, Stamm KE, Onen AR, Overton ET. Frailty among HIV-infected persons in an urban outpatient care setting. J Infect. 2009;59(5):346-52, http://dx.doi.org/10.1016/j.jinf.2009.08.008.
http://dx.doi.org/10.1016/j.jinf.2009.08...

13. Johansen KL, Chertow GM, Jin C, Kurtner NG. Significance of frailty among dialysis patients. J Am Soc Nephrol. 2007;18(10):2960-7, http://dx.doi.org/10.1681/ASN.2007020221.
http://dx.doi.org/10.1681/ASN.2007020221...

14. Bao Y, Dalrymple L, Chertow GM, Kaysen GA, Johansen KL. Frailty, dialysis initiation, and mortality in end-stage renal disease. Arch Intern Med. 2012;172(14):1071-7, http://dx.doi.org/10.1001/archinternmed.2012.3020.
http://dx.doi.org/10.1001/archinternmed....
-1515. McAdams-DeMarco MA, Law A, Salter ML, Boyarsky B, Gimenez L, Jaar BG, et al. Frailty as a novel predictor of mortality and hospitalization in individuals of all ages undergoing hemodialysis. J Am Geriatr Soc. 2013;61(6):896-901, http://dx.doi.org/10.1111/jgs.12266.
http://dx.doi.org/10.1111/jgs.12266...
).

This study aimed to investigate the frequency of frailty and the association between vitamin D levels and the frailty phenotype among non-geriatric dialysis patients.

METHODS

This cross-sectional study was conducted in an outpatient hemodialysis clinic between October 1 and November 1, 2016. All stable CKD subjects between 18 and 65 years of age who had received hemodialysis for at least 12 months were invited to participate in the study. Subjects who had received hemodialysis for less than 12 months, had arteriovenous fistulas in both arms, had dementia, were institutionalized for renal or other health problems, or were in preparation for kidney transplantation were excluded from the study.

Hemodialysis therapy was performed three times per week, with each session lasting approximately 4 hours. A standard heparin infusion was administered intravenously before each session, and an erythropoietin dose of 75-150 U/kg/week was given following the session to adjust hemoglobin levels if necessary.

Patients’ medical histories and laboratory findings were obtained from the medical records of the dialysis unit. The most recent results of the monthly controlled serum calcium, phosphate, potassium, albumin, hemoglobin, creatinine and alkaline phosphatase levels were recorded. Serum samples were analyzed in an on-site biochemistry laboratory using standard auto-analyzer techniques. Serum intact parathyroid hormone levels were determined using chemiluminometric immunoassays.

Serum 25-hydroxy vitamin D levels were measured using a radioimmunoassay kit (Minividas Biomeriux, France). Vitamin D levels were categorized as risk of deficiency, <12 ng/mL; risk of inadequacy, 12-19 ng/mL; and sufficiency, 20-50 ng/mL (1616. Institute of Medicine (US) Committee to Review Dietary Reference Intakes for Vitamin D and Calcium; Ross AC, Taylor CL, Yaktine AL, Del Valle HB. Dietary reference intakes for calcium and vitamin D. Washington DC: National Academies Press(US); 2011.).

Frailty syndrome was defined by Fried et al. as the presence of at least three of the five phenotypic components, including shrinking, weakness, self-reported exhaustion, decreased activity and slowed walking speed (1717. Fried LP, Tangen CM, Waltson J, Newman AB, Hirsch C, Gottdiener J, et al. Frailty in older adults: evidence for a phenotype. J Gerontol A Biol Sci Med Sci. 2001;56(3):M146-56, http://dx.doi.org/10.1093/gerona/56.3.M146.
http://dx.doi.org/10.1093/gerona/56.3.M1...
). Shrinking was defined as self-reported unintentional weight loss. Patients were questioned about unintentionally losing more than 4.5 kg (of dry weight) during the past year. Weakness was defined as the lowest quintile of the grip strength adjusted for age, sex and BMI, as reported by Massy-Westropp. Handgrip strength was measured 3 times on the non-fistulated side in standing position. A dynamometer (JAMAR Technologies, Inc. Hatfield, PA.) was held at thigh level, and the patient was asked to squeeze the instrument as hard as possible for 3 seconds. The average of the three measurements was used in the analysis. Grip strengths were evaluated based on age- and sex-adjusted values described in the study of Massy-Westropp NM et al. (1818. Massy-Westropp NM, Gill TK, Taylor AW, Bohannon RW, Hill CL. Hand Grip Strength: age and gender stratified normative data in a population-based study. BMC Res Notes. 2011;4:127, http://dx.doi.org/10.1186/1756-0500-4-127.
http://dx.doi.org/10.1186/1756-0500-4-12...
).

Self-reported exhaustion was defined as a feeling of generalized weakness or lack of energy in the past 12 months.

The level of activity was evaluated with the Turkish version of The International Physical Activity Questionnaire (IPAQ), which is a self-administered form consisting of seven questions and provides information on sitting, walking, moderate-intensity activities, and the duration of vigorous activity in the last seven days. Physical activity levels were classified as adequate physical activity (3000 MET-min/week), low physical activity (600-3000 MET-min/week) and physically inactive (<600 MET-min/week) (1919. Saglam M, Arikan H, Savci S, Inal-Ince D, Bosnak-Guclu M, Karabulut E, et al. International physical activity questionnaire: reliability and validity of the Turkish version. Percept Mot Skills. 2010;111(1):278-84, http://dx.doi.org/10.2466/06.08.PMS.111.4.278-284.
http://dx.doi.org/10.2466/06.08.PMS.111....
). Slowed walking was evaluated with a 10-meter walk test (10 MWT). A 14-meter-long straight line was drawn, and 2 meters from either end of the line were marked. The test was performed 2 hours before the dialysis session. The time required to walk the 10 meters was recorded, and the average value was calculated after two evaluations (2020. Bohannon RW. Comfortable and maximum walking speed of adults aged 20-79 years: reference values and determinants. Age Ageing. 1997;26(1):15-9, http://dx.doi.org/10.1093/ageing/26.1.15.
http://dx.doi.org/10.1093/ageing/26.1.15...
). Each component of frailty was assigned 1 point when present, and the frailty score was calculated as the sum of the component scores (range 0-5). According to the frailty scores, the subjects were categorized as not frail (score 0-1), intermediately frail (score 2), and frail (score 3-5) (1313. Johansen KL, Chertow GM, Jin C, Kurtner NG. Significance of frailty among dialysis patients. J Am Soc Nephrol. 2007;18(10):2960-7, http://dx.doi.org/10.1681/ASN.2007020221.
http://dx.doi.org/10.1681/ASN.2007020221...
). The study protocol was approved by the local ethics committee, and written informed consent was obtained from all patients.

Statistical Analysis

For the statistical analysis, SPSS for Windows Version 16 was used to assess study data. Descriptive statistics are provided as the average and standard deviation; the Pearson correlation coefficient was used to determine correlations, and ANOVA was used to evaluate comparisons. The results were assessed using a 95 % confidence interval with a significance level of p < 0.05.

RESULTS

A total of 74 hemodialysis patients, 33 (44.6%) of whom were male, aged between 18 and 65 years (mean age±standard deviation, 50.91±10.14 years), were included in the study group.

The mean BMI was 24.89±5.23 kg/m2, and the mean disease duration was 9.9±7.2 years. The demographic and clinical characteristics of the patients are summarized in Table 1 and Table 2.

Table 1
Demographic Characteristics of the Patients.

Table 2
Clinical Parameters of the Patients.

The mean gait speed and IPAQ scores were 1.2±0.67 m/sec and 793.15±832.95 MET/week, respectively. Thirty-eight (51%) of the patients had poor endurance, and 28 (38%) patients reported unintentional weight loss during the past year (Table 3).

Table 3
Frailty Phenotypes of the Patients.

A weak positive correlation was observed between the frailty score and age (r=0.244; p=0.038).

A negative correlation was found between the frailty score and serum hemoglobin, serum albumin and 25-hydroxy vitamin D levels (r=-0.336, p=0.004; r=-0.263, p=0.025; r=-0.363, p=0.002, respectively). No correlation was observed between the frailty score and BMI, comorbidities, sex, disease and dialysis duration, and parathyroid hormone, creatinine, serum calcium, phosphorus, or potassium levels (Table 4).

Table 4
Correlation Coefficients of the Patients.

The patients were divided into 3 groups according to frailty scores: 39 (53%) patients were frail, 6 (8%) patients were intermediately frail, and 28 (39%) patients were normal. Significant differences were found among groups for 25-hydroxy vitamin D and hemoglobin levels (p=0.037, p=0.005, respectively); however, no differences were observed in BMI, comorbidities, sex, disease and dialysis duration, and parathyroid hormone, creatinine, serum calcium, phosphorus, and potassium levels (Table 5).

Table 5
Comparison of Clinical and Laboratory Characteristics of the Patients.

DISCUSSION

Frail and intermediately frail phenotypes were detected in 53% and 18% of CKD patients, respectively, in the study group. A significant positive correlation was found between the frailty score and age. While frailty was associated with low albumin, hemoglobin and vitamin D levels in this study, the duration of CKD or dialysis treatment and parathyroid hormone levels were not correlated with frailty. The vitamin D and hemoglobin levels were significantly lower in frail subjects.

In a systematic review, the prevalence of frailty ranged between 7% and 42% in pre-dialysis CKD patients (1818. Massy-Westropp NM, Gill TK, Taylor AW, Bohannon RW, Hill CL. Hand Grip Strength: age and gender stratified normative data in a population-based study. BMC Res Notes. 2011;4:127, http://dx.doi.org/10.1186/1756-0500-4-127.
http://dx.doi.org/10.1186/1756-0500-4-12...
). Van Munster et al. reported the prevalence of frailty as 44% and 28% in CKD patients older and younger than 65 years of age, respectively (2121. van Munster BC, Drost D, Kalf A, Vogtlander NP. Discriminative value of frailty screening instruments in end-stage renal disease. Clin Kidney J. 2016;9(4):606-10, http://dx.doi.org/10.1093/ckj/sfw061.
http://dx.doi.org/10.1093/ckj/sfw061...
). The prevalence of frailty increases with age; however, in dialysis patients, frailty may also develop independent of age (1313. Johansen KL, Chertow GM, Jin C, Kurtner NG. Significance of frailty among dialysis patients. J Am Soc Nephrol. 2007;18(10):2960-7, http://dx.doi.org/10.1681/ASN.2007020221.
http://dx.doi.org/10.1681/ASN.2007020221...
,2222. Biasioli S, Foroni R, Petrosino L, Cavallini L, Zambello A, Cavalcanti G, et al. Effect of aging on the body composition of dialyzed subjects. Comparison with normal subjects. ASAIO J. 1993;39(3):M596-601.

23. Dukkipati R, Kopple JD. Causes and prevention of protein-energy wasting in chronic kidney failure. Semin Nephrol. 2009;29(1):39-49, http://dx.doi.org/10.1016/j.semnephrol.2008.10.006.
http://dx.doi.org/10.1016/j.semnephrol.2...
-2424. Mehrotra R, Kopple JD. Nutritional management of maintenance dialysis patients: why aren’t we doing better? Annu Rev Nutr. 2001;21:343-79, http://dx.doi.org/10.1146/annurev.nutr.21.1.343.
http://dx.doi.org/10.1146/annurev.nutr.2...
). In this regard, the detection of frailty in 53 % of the non-geriatric subjects and the correlation between the frailty score and age are noteworthy.

Frailty is more common among patients with comorbidities. Cardiovascular disease, diabetes, stroke, and low albumin concentrations were shown to be significantly associated with frailty in previous studies (2525. Kutner NG, Zhang R, Huang Y, McClellan WM, Soltow QA, Lea J. Risk factors for frailty in a large prevalent cohort of hemodialysis patients. Am J Med Sci. 2014;348(4):277-82, http://dx.doi.org/10.1097/MAJ.0000000000000250.
http://dx.doi.org/10.1097/MAJ.0000000000...
,2626. Barreto DV, Baretto FC, Liabeuf S, Temmar M, Boitte F, Choukroun G, et al. Vitamin D affects survival independently of vascular calcification in chronic kidney disease. Clin J Am Soc Nephrol. 2009;4(6):1128-35, http://dx.doi.org/10.2215/CJN.00260109.
http://dx.doi.org/10.2215/CJN.00260109...
). The results of the current study also indicate a correlation between low albumin and hemoglobin levels.

Recent reports suggest that vitamin D deficiency is associated with increased mortality in dialysis patients (2727. Holick MF. Vitamin D deficiency. N Engl J Med. 2007;357(3):266-81, http://dx.doi.org/10.1056/NEJMra070553.
http://dx.doi.org/10.1056/NEJMra070553...

28. Jacob AI, Sallman A, Santiz Z, Hollis BW. Defective photoproduction of cholecalciferol in normal and uremic humans. J Nutr. 1984;114(7):1313-9.
-2929. Ensrud KE, Ewing SK, Fredman L, Hochberg MC, Cauley JA, Hillier TA, et al. Circulating 25-hydroxyvitamin D levels and frailty status in older women. J Clin Endocrinol Metab. 2010;95(12):5266-73, http://dx.doi.org/10.1210/jc.2010-2317.
http://dx.doi.org/10.1210/jc.2010-2317...
). Considering the relationship between frailty and increased mortality, it is relevant to investigate the association between vitamin D levels and frailty. A cohort study on 25-hydoxy vitamin D levels and frailty in elderly women reported that the odds ratio for frailty was higher for those with lower and higher levels of vitamin D at baseline and that non-frail women with low vitamin D levels at baseline were more likely to develop frailty or to die (3030. Drechsler C, Verduijn M, Pilz S, Dekker FW, Krediet RT, Ritz E, et al. Vitamin D status and clinical outcomes in incident dialysis patients: results from the NECOSAD study. Nephrol Dial Transplant. 2011;26(3):1024-32, http://dx.doi.org/10.1093/ndt/gfq606.
http://dx.doi.org/10.1093/ndt/gfq606...
). Dreschsler et al. proposed that severe vitamin D deficiency was associated with increased mortality in dialysis patients, and the clinical consequences of vitamin D levels were related to parathyroid hormone levels (3131. Theou O, Stathokostas L, Roland KP, Jakobi JM, Patterson C, Vandervoort AA, et al. The effectiveness of exercise interventions for the management of frailty: a systemic review. J Aging Res. 2011;2011:569194, http://dx.doi.org/10.4061/2011/569194.
http://dx.doi.org/10.4061/2011/569194...
). Vitamin D levels were significantly lower in the frail subjects than in the non-frail subjects in this study group. Although a (negative) correlation between frailty and vitamin D levels was detected, no association was found for parathyroid hormone levels in our study.

Emotional and economic burdens associated with frailty necessitate the prevention or reversal of this process (3232. Paterson Dh, Jones GR, Rice CL. Aging and physical activity data on which to base recommendations for exercise in older adults. Appl Physiol Nutr Metab. 2007;32(Suppl 2F):S75-171, http://dx.doi.org/10.1139/H07-165.
http://dx.doi.org/10.1139/H07-165...
). Regular exercise may help maintain or restore functional capacity and independence in the elderly (3333. Greco A, Paroni G, Seripa D, Addante F, Dagostino MP, Aucella F. Frailty, disability and physical exercise in the aging process and in chronic kidney disease. Kidney Blood Press Res. 2014;39(2-3):164-8, http://dx.doi.org/10.1159/000355792.
http://dx.doi.org/10.1159/000355792...
) and has been shown to be preventive against frailty and disability in CKD patients. The consequences of decreased physical activity may be reversed, and the survival rate may be improved with physical exercise in both elderly individuals and CKD patients. Frailty is implicated as a common pathway to disability in both aging and CKD, which can be prevented with a multidisciplinary approach, wherein physical exercise is essential (3434. Hubbard RE, Peel NM, Smith M, Dawson B, Lambat Z, Bak M, et al. Feasibility and construct validity of a Frailty index for patients with chronic kidney disease. Australas J Ageing. 2015;34(3):E9-12, http://dx.doi.org/10.1111/ajag.12231.
http://dx.doi.org/10.1111/ajag.12231...
).

One of the strong aspects of this study is the documentation of the high prevalence of frailty in a limited non-geriatric dialysis patient group. Nevertheless, there are several limitations associated with this study. First, a cross-sectional study design has its own limitations, including response and recall biases and the difficulty of establishing a temporal relationship between the exposures and outcomes. Use of the Fried phenotype may be considered another limitation. Although the frailty phenotype described by Fried et al. has been widely used in previous studies, concerns exist about its efficiency in evaluating the severity of frailty in populations with a high prevalence of frailty (22. Clegg A, Young J, Iliffe S, Rikkert MO, Rockwood K. Frailty in elderly people. Lancet. 2013;381(9868):752-62, http://dx.doi.org/10.1016/S0140-6736(12)62167-9.
http://dx.doi.org/10.1016/S0140-6736(12)...
).

In conclusion, it is important to prevent early-onset disability in end-stage renal disease, which may be accelerated by frailty in this patient population, which includes individuals who already carry a high risk of morbidity and mortality. The constituents of frailty are also potential consequences of vitamin D deficiency, and lower vitamin D levels have been associated with decreased physical performance. It is necessary to identify the underlying factors leading to frailty and their effects on general health and quality of life in CKD patients. Long-term follow-up studies incorporating physical exercise programs will be necessary to establish a place for dialysis patients as active members in society.

ACKNOWLEDGMENTS

Special thanks to Emel Sanlı, Dr. Bilal Gorcin, and Dr. Yusuf Celik, who supported the collection of the data, evaluation of the patients, and statistical analysis.

REFERENCES

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    » http://dx.doi.org/10.1016/S0140-6736(12)62167-9
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    Gale CR, Cooper C, Sayer AA. Prevalence of frailty and disability: findings from the English Longitudinal Study of Ageing. Age Ageing. 2015;44(1):162-5, http://dx.doi.org/10.1093/ageing/afu148
    » http://dx.doi.org/10.1093/ageing/afu148
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    » http://dx.doi.org/10.1111/j.1532-5415.2006.00727.x
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    » http://dx.doi.org/10.1016/j.archger.2016.10.007
  • 7
    McPhee JS, French DP, Jackson D, Nazroo J, Pendleton N, Degens H. Physical activity in older age: perspectives for healthy ageing and frailty. Biogerontology. 2016;17(3):567-80, http://dx.doi.org/10.1007/s10522-016-9641-0
    » http://dx.doi.org/10.1007/s10522-016-9641-0
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    » http://dx.doi.org/10.1016/j.arr.2011.03.003
  • 9
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    Wilhelm-Leen ER, Hall YN, Tamura M, Chertow GM. Frailty and chronic kidney disease: the Third National Health and Nutrition Evaluation Survey. Am J Med. 2009;122(7):664-71.e2, http://dx.doi.org/10.1016/j.amjmed.2009.01.026
    » http://dx.doi.org/10.1016/j.amjmed.2009.01.026
  • 11
    Roshanravan B, Khatri M, Robinson Cohen C, Levin G, Patel KV, de Boer IH, et al. A prospective study of frailty in nephrology-referred patients with CKD. Am J Kidney Dis. 2012;60(6):912-921, http://dx.doi.org/10.1053/j.ajkd.2012.05.017
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Publication Dates

  • Publication in this collection
    2018

History

  • Received
    19 May 2017
  • Accepted
    13 Nov 2017
Creative Common - by 4.0
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