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Mae Y, Takata T, Taniguchi S, Fujino Y, Kageyama K, Hanada H, Iyama T, Sugihara T, Isomoto H. Selective peroxisome proliferator-activated receptor-α modulator improves hypertriglyceridemia and muscle quality in patients with chronic kidney disease: A retrospective observational study. Clin Nutr ESPEN 2025; 65:182-188. [PMID: 39603346 DOI: 10.1016/j.clnesp.2024.11.029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2024] [Revised: 10/25/2024] [Accepted: 11/19/2024] [Indexed: 11/29/2024]
Abstract
BACKGROUND & AIMS Patients with chronic kidney disease (CKD) often have additional health problems, including sarcopenia and sarcopenic obesity. These conditions involve ectopic fat accumulation within muscles. This ectopic fat deposition reduces muscle quality, leading to weaker muscle strength and poorer physical performance. Persistent hypertriglyceridemia contributes to ectopic fat accumulation. Metabolic abnormalities, including dyslipidemia, are major factors in CKD development. Triglycerides (TG) and muscle quality are thus important factors in CKD management. Recently developed selective peroxisome proliferator-activated receptor α modulator (SPPARMα) hold promises for improving hypertriglyceridemia. However, their effectiveness and impact on muscle quality in CKD patients remain unclear. This study aimed to evaluate the effect of SPPARMα on muscle quality and its efficacy in CKD patients. METHODS This retrospective observational study involved CKD patients with dyslipidemia. We included patients who initiated medications for hypertriglyceridemia. We compared changes in lipid profiles, renal function, and muscle quality, assessed by phase angle, over six months between two groups: those receiving this type of medication and those receiving conventional treatment. RESULTS Among 245 patients diagnosed with CKD and hypertriglyceridemia, 52 started medications for hypertriglyceridemia. Of these, 26 received SPPARMα, and 26 received conventional lipid-lowering medications (statins, ezetimibe, eicosapentaenoic acid, and fibrates). SPPARMα significantly reduced TG (from 296.8 ± 106.1 to 153.0 ± 86.1, p < 0.001) without affecting glomerular filtration rate or urinary protein levels. Conventional treatment also improved TG (from 261.6 ± 89.5 to 173.6 ± 81.3, p < 0.001). Only patients treated with SPPARMα showed significant improvement in muscle quality. Their phase angle increased from 5.41 ± 0.6 to 5.55 ± 0.6 after six months of treatment (p < 0.05). CONCLUSIONS Our study demonstrates that the newly developed SPPARMα significantly lowers TG levels in CKD patients without harming their kidneys. Additionally, only patients treated with SPPARMα showed improvement in muscle quality. These findings suggest that SPPARMα may be a valuable treatment option for CKD patients with dyslipidemia, particularly those with low muscle quality.
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Affiliation(s)
- Yukari Mae
- Division of Gastroenterology and Nephrology, Faculty of Medicine, Tottori University, Japan
| | - Tomoaki Takata
- Division of Gastroenterology and Nephrology, Faculty of Medicine, Tottori University, Japan.
| | - Sosuke Taniguchi
- Division of Gastroenterology and Nephrology, Faculty of Medicine, Tottori University, Japan
| | - Yudai Fujino
- Division of Gastroenterology and Nephrology, Faculty of Medicine, Tottori University, Japan
| | - Kana Kageyama
- Division of Gastroenterology and Nephrology, Faculty of Medicine, Tottori University, Japan
| | - Hinako Hanada
- Division of Gastroenterology and Nephrology, Faculty of Medicine, Tottori University, Japan
| | - Takuji Iyama
- Division of Gastroenterology and Nephrology, Faculty of Medicine, Tottori University, Japan
| | - Takaaki Sugihara
- School of Health Science, Major in Clinical Laboratory Science, Faculty of Medicine, Tottori University, Japan
| | - Hajime Isomoto
- Division of Gastroenterology and Nephrology, Faculty of Medicine, Tottori University, Japan
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Imaizumi T, Okazaki M, Hishida M, Kurasawa S, Nishibori N, Nakamura Y, Ishikawa S, Suzuki K, Takeda Y, Otobe Y, Kondo T, Kaneda F, Kaneda H, Maruyama S. Longitudinal impact of extended-hours hemodialysis with a liberalized diet on nutritional status and survival outcomes: findings from the LIBERTY cohort. Clin Exp Nephrol 2025:10.1007/s10157-024-02602-7. [PMID: 39873816 DOI: 10.1007/s10157-024-02602-7] [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: 05/12/2024] [Accepted: 11/19/2024] [Indexed: 01/30/2025]
Abstract
BACKGROUND Protein-energy wasting (PEW), a unique weight loss linked to nutritional and metabolic abnormalities, is common in patients undergoing hemodialysis (HD) and associated with adverse outcomes. This study investigated whether extended-hours HD combined with a liberalized diet could overcome PEW and improve survival. METHODS The body mass index (BMI) and survival outcomes in patients undergoing extended-hours HD were evaluated for up to 8 years using data from the LIBeralized diet Extended-houRs hemodialysis Therapy (LIBERTY) cohort. Extended-hours HD was defined as weekly dialysis length ≥ 18 h. RESULTS The LIBERTY cohort included 402 patients who initiated extended-hours HD. An increase in the length and frequency of HD sessions was observed over time, with approximately 70% and 20% of patients undergoing extended-hours HD for > 21 h/week and > 3 sessions/week at 5 years, respectively. The BMI and percentage creatinine generation rate were maintained over time, with no substantial increase in the phosphorus and potassium levels. The estimated BMI initially increased, and thereafter plateaued over time in patients with a baseline BMI < 25 kg/m2, whereas it decreased gradually in patients with a baseline BMI ≥ 25 kg/m2 after several years from baseline. Ninety-one patients died, and 108 discontinued extended-hours HD during the median follow-up period of 6.2 years (interquartile range, 3.5-8.0), yielding a 5-year survival rate of 85%. CONCLUSIONS Extended-hours HD with a liberalized diet may help achieve favorable survival outcomes and maintain nutritional status. Thus, it is a promising treatment option for managing PEW in patients undergoing HD.
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Affiliation(s)
- Takahiro Imaizumi
- Department of Nephrology, Nagoya University Graduate School of Medicine, 65 Tsurumai-Cho, Showa-Ku, Nagoya, Aichi, 464-8550, Japan
- Department of Advanced Medicine, Nagoya University Hospital, Nagoya, Japan
| | - Masaki Okazaki
- Department of Nephrology, Nagoya University Graduate School of Medicine, 65 Tsurumai-Cho, Showa-Ku, Nagoya, Aichi, 464-8550, Japan
- Department of Clinical Research Education, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | | | - Shimon Kurasawa
- Department of Nephrology, Nagoya University Graduate School of Medicine, 65 Tsurumai-Cho, Showa-Ku, Nagoya, Aichi, 464-8550, Japan
- Department of Clinical Research Education, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Nobuhiro Nishibori
- Department of Nephrology, Nagoya University Graduate School of Medicine, 65 Tsurumai-Cho, Showa-Ku, Nagoya, Aichi, 464-8550, Japan
| | - Yoshihiro Nakamura
- Department of Nephrology, Nagoya University Graduate School of Medicine, 65 Tsurumai-Cho, Showa-Ku, Nagoya, Aichi, 464-8550, Japan
| | - Shigefumi Ishikawa
- Department of Nephrology, Nagoya University Graduate School of Medicine, 65 Tsurumai-Cho, Showa-Ku, Nagoya, Aichi, 464-8550, Japan
- Kamome Minatomirai Clinic, Yokohama, Japan
| | - Katsuhiko Suzuki
- Department of Nephrology, Nagoya University Graduate School of Medicine, 65 Tsurumai-Cho, Showa-Ku, Nagoya, Aichi, 464-8550, Japan
- Kamome Minatomirai Clinic, Yokohama, Japan
| | - Yuki Takeda
- Department of Nephrology, Nagoya University Graduate School of Medicine, 65 Tsurumai-Cho, Showa-Ku, Nagoya, Aichi, 464-8550, Japan
- Kamome Minatomirai Clinic, Yokohama, Japan
| | - Yuhei Otobe
- Department of Rehabilitation Science, Course of Physical Therapy, Osaka Metropolitan University, Habikino, Japan
| | - Toru Kondo
- Department of Cardiology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | | | | | - Shoichi Maruyama
- Department of Nephrology, Nagoya University Graduate School of Medicine, 65 Tsurumai-Cho, Showa-Ku, Nagoya, Aichi, 464-8550, Japan.
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Yoshida Y, Takata T, Taniguchi S, Kageyama K, Fujino Y, Hanada H, Mae Y, Iyama T, Hikita K, Isomoto H. Efficacy of Hypoxia-Inducible Factor Prolyl-Hydroxylase Inhibitors in Renal Anemia: Enhancing Erythropoiesis and Long-Term Outcomes in Patients with Chronic Kidney Disease. Biomedicines 2024; 12:2926. [PMID: 39767832 PMCID: PMC11672997 DOI: 10.3390/biomedicines12122926] [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: 11/13/2024] [Revised: 12/20/2024] [Accepted: 12/21/2024] [Indexed: 01/11/2025] Open
Abstract
BACKGROUND/OBJECTIVES Renal anemia is one of the major complications associated with chronic kidney disease (CKD). Erythropoietin-stimulating agents (ESAs) are commonly used; however, some patients exhibit resistance. Hypoxia-inducible factor prolyl-hydroxylase inhibitors (HIF-PHIs) have emerged as a novel treatment for renal anemia, enhancing erythropoiesis and iron metabolism. METHODS We retrospectively analyzed laboratory data related to erythropoiesis from 105 patients with CKD before and after treatment with HIF-PHI or ESA. The dialysis initiation and mortality rates were also assessed over a median follow-up of 614 days. RESULTS HIF-PHI and ESA significantly increased the hemoglobin levels within 6 months of treatment (9.5 ± 1.0 to 10.7 ± 1.1, p < 0.01, and 9.9 ± 1.5 to 10.7 ± 1.2 g/dL, p < 0.01, respectively). The HIF-PHI group demonstrated a significant decrease in red cell distribution width (14.5 ± 1.9% to 13.8 ± 1.4%, p < 0.01), suggesting improved erythropoiesis, and exhibited a lower cumulative incidence of outcomes. The aged-adjusted multivariate analysis confirmed the independent association between HIF-PHI treatment and reduced risk of cumulative outcome (p = 0.042). CONCLUSIONS HIF-PHIs can serve as an alternative to ESA for managing renal anemia in CKD, improving both hematological parameters and long-term outcomes.
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Affiliation(s)
- Yukina Yoshida
- Division of Gastroenterology and Nephrology, Faculty of Medicine, Tottori University, Nishi-cho 36-1, Yonago 683-8504, Tottori, Japan
| | - Tomoaki Takata
- Division of Gastroenterology and Nephrology, Faculty of Medicine, Tottori University, Nishi-cho 36-1, Yonago 683-8504, Tottori, Japan
- Kidney Center, Tottori University Hospital, Nishi-cho 36-1, Yonago 683-8504, Tottori, Japan
| | - Sosuke Taniguchi
- Division of Gastroenterology and Nephrology, Faculty of Medicine, Tottori University, Nishi-cho 36-1, Yonago 683-8504, Tottori, Japan
- Kidney Center, Tottori University Hospital, Nishi-cho 36-1, Yonago 683-8504, Tottori, Japan
| | - Kana Kageyama
- Division of Gastroenterology and Nephrology, Faculty of Medicine, Tottori University, Nishi-cho 36-1, Yonago 683-8504, Tottori, Japan
- Kidney Center, Tottori University Hospital, Nishi-cho 36-1, Yonago 683-8504, Tottori, Japan
| | - Yudai Fujino
- Division of Gastroenterology and Nephrology, Faculty of Medicine, Tottori University, Nishi-cho 36-1, Yonago 683-8504, Tottori, Japan
- Kidney Center, Tottori University Hospital, Nishi-cho 36-1, Yonago 683-8504, Tottori, Japan
| | - Hinako Hanada
- Division of Gastroenterology and Nephrology, Faculty of Medicine, Tottori University, Nishi-cho 36-1, Yonago 683-8504, Tottori, Japan
- Kidney Center, Tottori University Hospital, Nishi-cho 36-1, Yonago 683-8504, Tottori, Japan
| | - Yukari Mae
- Division of Gastroenterology and Nephrology, Faculty of Medicine, Tottori University, Nishi-cho 36-1, Yonago 683-8504, Tottori, Japan
- Kidney Center, Tottori University Hospital, Nishi-cho 36-1, Yonago 683-8504, Tottori, Japan
| | - Takuji Iyama
- Division of Gastroenterology and Nephrology, Faculty of Medicine, Tottori University, Nishi-cho 36-1, Yonago 683-8504, Tottori, Japan
- Kidney Center, Tottori University Hospital, Nishi-cho 36-1, Yonago 683-8504, Tottori, Japan
| | - Katsuya Hikita
- Kidney Center, Tottori University Hospital, Nishi-cho 36-1, Yonago 683-8504, Tottori, Japan
| | - Hajime Isomoto
- Division of Gastroenterology and Nephrology, Faculty of Medicine, Tottori University, Nishi-cho 36-1, Yonago 683-8504, Tottori, Japan
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Taniguchi S, Takata T, Mae Y, Fujino Y, Kageyama K, Hanada H, Iyama T, Isomoto H. Managing Dosage Adjustments in Pseudo-Hypocreatinemia: Insights from Vancomycin-Induced Nephrotoxicity in a Sarcopenic Patient. Yonago Acta Med 2024; 67:358-362. [PMID: 39583762 PMCID: PMC11584231 DOI: 10.33160/yam.2024.11.005] [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: 07/04/2024] [Accepted: 09/30/2024] [Indexed: 11/26/2024]
Abstract
Adjusting the dosage of renal excretory drugs according to the patient's renal function is essential. Vancomycin necessitates such adjustments due to its potential to cause nephrotoxicity when administered in excess. Creatinine-based equations for assessing the glomerular filtration rate, such as the Cockcroft-Gault and Modification of Diet in Renal Disease equations, are often used for dosage adjustments. However, vancomycin-induced nephrotoxicity sometimes occurs in critically ill patients, even in those with a normal estimated glomerular filtration rate. This case involved a 64-year-old male with cholangitis who developed vancomycin-induced nephrotoxicity. The patient was sarcopenic and had multiple risk factors that predisposed him to drug-induced nephrotoxicity. Moreover, creatinine-based equations may lead to the overestimation of glomerular filtration rate and subsequent vancomycin overdose. This case underscores the need for careful interpretation of creatinine-based assessments. We propose strategies to optimize medication dosing, particularly in patients with sarcopenia, to mitigate such risks.
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Affiliation(s)
- Sosuke Taniguchi
- Division of Gastroenterology and Nephrology, Department of Multidisciplinary Internal Medicine, School of Medicine, Faculty of Medicine, Tottori University, Yonago 683-8504, Japan
| | - Tomoaki Takata
- Division of Gastroenterology and Nephrology, Department of Multidisciplinary Internal Medicine, School of Medicine, Faculty of Medicine, Tottori University, Yonago 683-8504, Japan
| | - Yukari Mae
- Division of Gastroenterology and Nephrology, Department of Multidisciplinary Internal Medicine, School of Medicine, Faculty of Medicine, Tottori University, Yonago 683-8504, Japan
| | - Yudai Fujino
- Division of Gastroenterology and Nephrology, Department of Multidisciplinary Internal Medicine, School of Medicine, Faculty of Medicine, Tottori University, Yonago 683-8504, Japan
| | - Kana Kageyama
- Division of Gastroenterology and Nephrology, Department of Multidisciplinary Internal Medicine, School of Medicine, Faculty of Medicine, Tottori University, Yonago 683-8504, Japan
| | - Hinako Hanada
- Division of Gastroenterology and Nephrology, Department of Multidisciplinary Internal Medicine, School of Medicine, Faculty of Medicine, Tottori University, Yonago 683-8504, Japan
| | - Takuji Iyama
- Division of Gastroenterology and Nephrology, Department of Multidisciplinary Internal Medicine, School of Medicine, Faculty of Medicine, Tottori University, Yonago 683-8504, Japan
| | - Hajime Isomoto
- Division of Gastroenterology and Nephrology, Department of Multidisciplinary Internal Medicine, School of Medicine, Faculty of Medicine, Tottori University, Yonago 683-8504, Japan
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Iwamura N, Kidoguchi S, Asahi N, Takeda I, Matsuta K, Miyagi K, Iwano M, Miyazaki R, Kimura H. Superiority of high sensitivity cardiac troponin I over NT-proBNP and adiponectin for 7-year mortality in stable patients receiving haemodialysis. Sci Rep 2024; 14:11488. [PMID: 38769120 PMCID: PMC11106234 DOI: 10.1038/s41598-024-62491-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Accepted: 05/17/2024] [Indexed: 05/22/2024] Open
Abstract
Patients on haemodialysis (HD) have high mortality risk, and prognostic values of the major cardiovascular biomarkers cardiac troponin I (cTnI), N-terminal pro-brain natriuretic peptide (NT-proBNP), and adiponectin should be ascertained over longer follow-up periods using higher-sensitivity assays, which we undertook. In 221 HD patients, levels of high-sensitivity (hs)-cTnI, NT-proBNP, and adiponectin, were measured using high-sensitivity assays, and their associations with all-cause mortality (ACM) and cardiovascular mortality (CVM) were prospectively investigated for 7 years. Higher hs-cTnI and NT-proBNP levels were significant risk factors for ACM and CVM in the Kaplan-Meier analysis. Multivariate Cox proportional hazards analyses in a model including hs-cTnI and NT-proBNP identified log hs-cTnI, but not log NT-proBNP, as an independent risk factor for ACM (HR 2.12, P < 0.02) and CVM (HR 4.48, P < 0.0005). Stepwise analyses identified a high hs-cTnI tertile as a risk factor for ACM (HR 2.31, P < 0.01) and CVM (HR 6.70, P < 0.001). The addition of hs-cTnI to a model including age, CRP, DM, and NT-proBNP significantly improved the discrimination of ACM and CVM each over 7 years. Conclusively, hs-cTnI was superior to NT-proBNP and adiponectin in predicting ACM and CVM over 7 years in HD patients, suggesting the significance of baseline hs-cTnI measurements in long-term management.
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Affiliation(s)
- Nanami Iwamura
- Department of Clinical Laboratory, University of Fukui Hospital, 23-3 Matsuoka-Shimoaizuki, Eiheiji, Yoshida, Fukui, 910-1193, Japan
| | - Shuhei Kidoguchi
- Department of Clinical Laboratory, University of Fukui Hospital, 23-3 Matsuoka-Shimoaizuki, Eiheiji, Yoshida, Fukui, 910-1193, Japan
| | - Nanae Asahi
- Department of Clinical Laboratory, University of Fukui Hospital, 23-3 Matsuoka-Shimoaizuki, Eiheiji, Yoshida, Fukui, 910-1193, Japan
| | - Izumi Takeda
- Department of Clinical Laboratory, University of Fukui Hospital, 23-3 Matsuoka-Shimoaizuki, Eiheiji, Yoshida, Fukui, 910-1193, Japan
| | - Kohei Matsuta
- Department of Clinical Laboratory, University of Fukui Hospital, 23-3 Matsuoka-Shimoaizuki, Eiheiji, Yoshida, Fukui, 910-1193, Japan
| | - Kyoko Miyagi
- Department of Internal Medicine, Fujita Memorial Hospital, Fukui, Japan
| | - Masayuki Iwano
- Division of Nephrology, Department of General Medicine, School of Medicine, University of Fukui, Fukui, Japan
| | - Ryoichi Miyazaki
- Department of Internal Medicine, Fujita Memorial Hospital, Fukui, Japan
| | - Hideki Kimura
- Department of Clinical Laboratory, University of Fukui Hospital, 23-3 Matsuoka-Shimoaizuki, Eiheiji, Yoshida, Fukui, 910-1193, Japan.
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Tian R, Chang L, Zhang Y, Zhang H. Development and validation of a nomogram model for predicting low muscle mass in patients undergoing hemodialysis. Ren Fail 2023; 45:2231097. [PMID: 37408481 PMCID: PMC10324438 DOI: 10.1080/0886022x.2023.2231097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Accepted: 06/24/2023] [Indexed: 07/07/2023] Open
Abstract
BACKGROUND Muscle mass is important in determining patients' nutritional status. However, measurement of muscle mass requires special equipment that is inconvenient for clinical use. We aimed to develop and validate a nomogram model for predicting low muscle mass in patients undergoing hemodialysis (HD). METHODS A total of 346 patients undergoing HD were enrolled and randomly divided into a 70% training set and a 30% validation set. The training set was used to develop the nomogram model, and the validation set was used to validate the developed model. The performance of the nomogram was assessed using the receiver operating characteristic (ROC) curve, a calibration curve, and the Hosmer-Lemeshow test. A decision curve analysis (DCA) was used to evaluate the clinical practicality of the nomogram model. RESULTS Age, sex, body mass index (BMI), handgrip strength (HGS), and gait speed (GS) were included in the nomogram for predicting low skeletal muscle mass index (LSMI). The diagnostic nomogram model exhibited good discrimination with an area under the ROC curve (AUC) of 0.906 (95% CI, 0.862-0.940) in the training set and 0.917 (95% CI, 0.846-0.962) in the validation set. The calibration analysis also showed excellent results. The nomogram demonstrated a high net benefit in the clinical decision curve for both sets. CONCLUSIONS The prediction model included age, sex, BMI, HGS, and GS, and it can successfully predict the presence of LSMI in patients undergoing HD. This nomogram provides an accurate visual tool for medical staff for prediction, early intervention, and graded management.
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Affiliation(s)
- Rongrong Tian
- Department of Blood Purification Centre, Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China
| | - Liyang Chang
- Department of Blood Purification Centre, Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China
| | - Ying Zhang
- Department of Science and Development, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Hongmei Zhang
- Department of Blood Purification Centre, Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China
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Anderson BM, Wilson DV, Qasim M, Correa G, Evison F, Gallier S, Ferro CJ, Jackson TA, Sharif A. Gender Disparity in Expression of Sarcopenia in Haemodialysis Recipients: Analysis from the FITNESS Cohort. Int J Nephrol 2023; 2023:5885059. [PMID: 37363696 PMCID: PMC10290558 DOI: 10.1155/2023/5885059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Revised: 05/01/2023] [Accepted: 05/31/2023] [Indexed: 06/28/2023] Open
Abstract
Background There has been little exploration of the interplay between sarcopenia and frailty in haemodialysis, particularly regarding gender difference. We aimed to (1) assess whether ultrasound-derived low muscle mass (LMM) and sarcopenia are more common in male or female haemodialysis recipients; (2) assess whether age influences any observed gender difference, and (3) explore the interplay between sarcopenia, frailty, and gender in haemodialysis recipients. Methods This was an exploratory analysis of a subgroup of adult prevalent (≥3 months) haemodialysis with frailty phenotype (FP) scores. Bilateral anterior thigh thickness (BATT) was obtained according to an established ultrasound protocol. Associations with frailty were explored via both linear and logistic regressions for BATT, LMM, and sarcopenia with a priori covariables, stratified by gender. Results In total of 223 studies, participants had ultrasound measurements. Males showed greater prevalence of LMM. On adjusted analyses, LMM was associated with lower hand grip strength in males (β = -4.17; 95% C.I. -7.57 to -0.77; P=0.02), but not females (β = -1.88; 95% C.I. -5.41 to 1.64; P=0.29). LMM was also associated with slower walking speed in both males (β = -0.115; 95% C.I. -0.258 to -0.013; P=0.03) and females (β = -0.152; 95% C.I. -0.300 to -0.005; P=0.04). Sarcopenia was associated with greater odds of frailty on adjusted models in males (OR = 9.86; 95% C.I. 1.8 to 54.0; P=0.01), but not females (OR = 5.16; 95% C.I. 0.22 to 124; P=0.31). Conclusions The clinical expression and significance of sarcopenia differ substantially between males and females on haemodialysis. Further work is required to elucidate underlying mechanisms and guide tailored treatment.
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Affiliation(s)
- Benjamin M. Anderson
- Department of Nephrology and Transplantation, Queen Elizabeth Hospital, Birmingham, UK
- Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK
| | - Daisy V. Wilson
- Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK
- Department of Healthcare for Older People, Queen Elizabeth Hospital, Birmingham, UK
| | - Muhammad Qasim
- Department of Nephrology and Transplantation, Queen Elizabeth Hospital, Birmingham, UK
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK
| | | | - Felicity Evison
- Department of Health Informatics, Queen Elizabeth Hospital, Birmingham, UK
| | - Suzy Gallier
- Department of Health Informatics, Queen Elizabeth Hospital, Birmingham, UK
- PIONEER HDR-UK Hub in Acute Care, Edgbaston, Birmingham, UK
| | - Charles J. Ferro
- Department of Nephrology and Transplantation, Queen Elizabeth Hospital, Birmingham, UK
- Institute of Cardiovascular Sciences, University of Birmingham, Birmingham, UK
| | - Thomas A. Jackson
- Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK
- Department of Healthcare for Older People, Queen Elizabeth Hospital, Birmingham, UK
| | - Adnan Sharif
- Department of Nephrology and Transplantation, Queen Elizabeth Hospital, Birmingham, UK
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK
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Ishida J, Kato A. Recent Advances in the Nutritional Screening, Assessment, and Treatment of Japanese Patients on Hemodialysis. J Clin Med 2023; 12:jcm12062113. [PMID: 36983116 PMCID: PMC10051275 DOI: 10.3390/jcm12062113] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2023] [Revised: 02/19/2023] [Accepted: 03/04/2023] [Indexed: 03/30/2023] Open
Abstract
Patients on hemodialysis (HD) have a higher rate of protein-energy wasting (PEW) due to lower dietary intake of energy and protein (particularly on dialysis days) and greater loss of many nutrients in the dialysate effluent than other patients. The most well-known method of nutritional screening is the subjective global assessment. Moreover, the Global Leadership Initiative on MalnutIrition has developed the first internationally standardized method for diagnosing malnutrition; however, its use in patients on HD has not been established. In contrast, the nutritional risk index for Japanese patients on HD has recently been developed as a screening tool for malnutrition in patients on HD, based on the modified PEW criteria. These tools are beneficial for screening nutritional disorders, enabling registered dietitians to assess patients' dietary intake on dialysis and non-dialysis days and provide advice on dietary intake, especially immediately after dialysis cessation. Oral supplementation with enteral nutrients containing whey protein may also be administered when needed. In patients that experience adverse effects from oral supplementation, intradialytic parenteral nutrition (IDPN) should be combined with moderate dietary intake because IDPN alone cannot provide sufficient nutrition.
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Affiliation(s)
- Junko Ishida
- Department of Food and Nutritional Environment, College of Human Life and Environment, Kinjo Gakuin University, Nagoya 463-8521, Japan
| | - Akihiko Kato
- Blood Purification Unit, Hamamatsu University Hospital, Hamamatsu 431-3192, Japan
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Liao H, Yang Y, Zeng Y, Qiu Y, Chen Y, Zhu L, Fu P, Yan F, Chen Y, Yuan H. Use machine learning to help identify possible sarcopenia cases in maintenance hemodialysis patients. BMC Nephrol 2023; 24:34. [PMID: 36788486 PMCID: PMC9930261 DOI: 10.1186/s12882-023-03084-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Accepted: 02/08/2023] [Indexed: 02/16/2023] Open
Abstract
BACKGROUND Maintenance hemodialysis (MHD) patients often suffer from sarcopenia, which is strongly associated with their long-term mortality. The diagnosis and treatment of sarcopenia, especially possible sarcopenia for MHD patients are of great importance. This study aims to use machine learning and medical data to develop two simple sarcopenia identification assistant tools for MHD patients and focuses on sex specificity. METHODS Data were retrospectively collected from patients undergoing MHD and included patients' basic information, body measurement results and laboratory findings. The 2019 consensus update by Asian working group for sarcopenia was used to assess whether a MHD patient had sarcopenia. Finally, 140 male (58 with possible sarcopenia or sarcopenia) and 102 female (65 with possible sarcopenia or sarcopenia) patients' data were collected. Participants were divided into sarcopenia and control groups for each sex to develop binary classifiers. After statistical analysis and feature selection, stratified shuffle split and Synthetic Minority Oversampling Technique were conducted and voting classifiers were developed. RESULTS After eliminating handgrip strength, 6-m walk, and skeletal muscle index, the best three features for sarcopenia identification of male patients are age, fasting blood glucose, and parathyroid hormone. Meanwhile, age, arm without vascular access, total bilirubin, and post-dialysis creatinine are the best four features for females. After abandoning models with overfitting or bad performance, voting classifiers achieved good sarcopenia classification performance for both sexes (For males: sensitivity: 77.50% ± 11.21%, specificity: 83.13% ± 9.70%, F1 score: 77.32% ± 5.36%, the area under the receiver operating characteristic curves (AUC): 87.40% ± 4.41%. For females: sensitivity: 76.15% ± 13.95%, specificity: 71.25% ± 15.86%, F1 score: 78.04% ± 8.85%, AUC: 77.69% ± 7.92%). CONCLUSIONS Two simple sex-specific sarcopenia identification tools for MHD patients were developed. They performed well on the case finding of sarcopenia, especially possible sarcopenia.
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Affiliation(s)
- Hualong Liao
- grid.412901.f0000 0004 1770 1022Department of Nephrology, West China Hospital, Sichuan University/ West China School of Nursing, Sichuan University, Chengdu, 610041 Sichuan China
| | - Yujie Yang
- grid.13291.380000 0001 0807 1581Department of Applied Mechanics, College of Architecture and Environment, Sichuan University, Chengdu, 610065 Sichuan China
| | - Ying Zeng
- grid.13291.380000 0001 0807 1581Department of Applied Mechanics, College of Architecture and Environment, Sichuan University, Chengdu, 610065 Sichuan China
| | - Ying Qiu
- grid.13291.380000 0001 0807 1581Department of Applied Mechanics, College of Architecture and Environment, Sichuan University, Chengdu, 610065 Sichuan China
| | - Yang Chen
- grid.13291.380000 0001 0807 1581Department of Applied Mechanics, College of Architecture and Environment, Sichuan University, Chengdu, 610065 Sichuan China
| | - Linfang Zhu
- grid.13291.380000 0001 0807 1581Department of Applied Mechanics, College of Architecture and Environment, Sichuan University, Chengdu, 610065 Sichuan China
| | - Ping Fu
- grid.412901.f0000 0004 1770 1022Kidney Research Laboratory, Division of Nephrology, West China Hospital of Sichuan University, Chengdu, 610041 Sichuan China
| | - Fei Yan
- grid.190737.b0000 0001 0154 0904Chongqing Municipality Clinical Research Center for Geriatric Diseases, Chongqing University Three Gorges Hospital, School of Medicine, Chongqing University, Chongqing, 404000 China
| | - Yu Chen
- Department of Nephrology, West China Hospital, Sichuan University/ West China School of Nursing, Sichuan University, Chengdu, 610041, Sichuan, China.
| | - Huaihong Yuan
- Department of Applied Mechanics, College of Architecture and Environment, Sichuan University, Chengdu, 610065, Sichuan, China.
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Tian R, Chang L, Liu D, Luo F, Zhang Y, Cheng L, Zhang H. Association of the modified creatinine index with muscle strength and mortality in patients undergoing hemodialysis. Ren Fail 2022; 44:1732-1742. [PMID: 36254391 PMCID: PMC9586636 DOI: 10.1080/0886022x.2022.2134027] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/04/2022] Open
Abstract
Background In the updated consensus, low muscle strength overtook the role of low muscle mass, and probable sarcopenia was diagnosed once low muscle strength was detected. Whether the modified creatinine index (mCI) could identify persons with probable sarcopenia who may be at risk of adverse outcomes remains unknown. We aimed to evaluate the association of the mCI with probable sarcopenia and mortality in patients undergoing hemodialysis. Methods In the cross-sectional study (n = 346), univariate and multivariable logistic regression analyses were performed to study the association of mCI with probable sarcopenia. Modified Quantitative Subjective Global Assessment (MQSGA) was used to evaluate the nutritional status. The performance of the mCI value for identifying probable sarcopenia was analyzed using receiver operating characteristic (ROC) curve analysis. The appropriate cutoff points were determined using Youden’s method. In the longitudinal cohort study composed of an independent hemodialysis cohort (n = 218), cox proportional regression models were used to evaluate crude and adjusted hazard ratios and 95% confidence intervals (CIs) of death by mCI and MQSGA. Results Cross-sectional results showed that after adjusting for confounders, the association of mCI with low muscle strength remained significant. The area under the curve (AUC) of the mCI to predict probable sarcopenia was 0.804 (95% CI, 0.744–0.863; p < 0.001) for men and 0.787 (95% CI, 0.711–0.864; p < 0.001) for women. The optimal mCI cutoff values were 21.07 mg/kg/d for men and 19.57 mg/kg/d for women, respectively. Longitudinal results showed that compared with those in the high mCI group, subjects in the low mCI group had a higher risk of death for all causes (adjusted HR, 2.51; 95% CI, 1.16–5.41; p = 0.019). Adding the mCI significantly improved the predictive accuracy for death with an increase in C-index from 0.785 to 0.805 (p = 0.026) and improved the net reclassification index (38.6%, p = 0.021), while adding MQSGA did not. Conclusion The mCI is a predictor of muscle strength and survival in hemodialysis patients, and is preferable to the MQSGA for predicting death. Assessment of mCI could provide additional predictive and prognostic information to sarcopenia.
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Affiliation(s)
- Rongrong Tian
- Department of Blood Purification Centre, Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, Zhejiang Province, China
| | - Liyang Chang
- Department of Blood Purification Centre, Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, Zhejiang Province, China
| | - Dan Liu
- Department of Blood Purification Centre, Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, Zhejiang Province, China
| | - Fenxia Luo
- Department of Blood Purification Centre, Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, Zhejiang Province, China
| | - Ying Zhang
- The Department of Science and Development, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, Zhejiang Province, China
| | - Linghong Cheng
- Department of Blood Purification Centre, Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, Zhejiang Province, China
| | - Hongmei Zhang
- Department of Blood Purification Centre, Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, Zhejiang Province, China
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Barreto Silva MI, Picard K, Klein MRST. Sarcopenia and sarcopenic obesity in chronic kidney disease: update on prevalence, outcomes, risk factors and nutrition treatment. Curr Opin Clin Nutr Metab Care 2022; 25:371-377. [PMID: 36039925 DOI: 10.1097/mco.0000000000000871] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
PURPOSE OF REVIEW This review summarizes literature from the last 18 months reporting on sarcopenia (or its components) in chronic kidney disease (CKD). RECENT FINDINGS The prevalence of sarcopenia in CKD is reported to be 5-62.5%, with higher rates observed later in the disease. Sarcopenic obesity rates are reported to be 2-23%. Sarcopenia in CKD is associated with increased risk of mortality, cardiovascular disease and vascular calcification. Risk factors include kidney disease itself and the impacts of CKD on lifestyle (reduced physical activity, diet changes). In earlier stages of CKD, if the risks from sarcopenia outweigh the risk of reaching end-stage renal disease, ensuring adequate energy intake combined with modest protein liberalization and physical activity may be indicated. Protein intakes above 1.3 g/kg of body weight per day should be avoided. For dialysis patients, interventions that provide a combination of carbohydrate, protein and fat appear more effective than those that provide protein alone, though it may take as long as 48 weeks for detectable changes in muscle mass. SUMMARY Sarcopenia is prevalent in CKD as kidney disease significantly impacts muscle mass and function. Nutrition interventions can improve components of sarcopenia, with an emphasis on adequate energy and protein.
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Affiliation(s)
- Maria Inês Barreto Silva
- Human Nutrition Research Unit, Division of Human Nutrition, Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, Alberta, Canada
- Department of Applied Nutrition, Nutrition Institute, Rio de Janeiro State University
- Department of Applied Nutrition, Nutrition School, Federal University of the State of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Kelly Picard
- Human Nutrition Research Unit, Division of Human Nutrition, Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, Alberta, Canada
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Comparison of the predictability of serum creatinine-based surrogates of skeletal muscle mass for all-cause mortality in patients receiving hemodialysis: creatinine generation rate and creatinine index. Clin Exp Nephrol 2022; 26:488-489. [PMID: 35113256 DOI: 10.1007/s10157-021-02175-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2021] [Accepted: 12/17/2021] [Indexed: 11/03/2022]
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