1.Normalized Creatinine-to-Cystatin C Ratio and Risk of Cardiometabolic Multimorbidity in Middle-Aged and Older Adults: Insights from the China Health and Retirement Longitudinal Study
Honglin SUN ; Zhenyu WU ; Guang WANG ; Jia LIU
Diabetes & Metabolism Journal 2025;49(3):448-461
Background:
Normalized creatinine-to-cystatin C ratio (NCCR) was reported to approximate relative skeletal muscle mass and diabetes risk. However, the association between NCCR and cardiometabolic multimorbidity (CMM) remains elusive. This study aimed to explore their relationship in a large-scale prospective cohort.
Methods:
This study included 5,849 middle-age and older participants from the China Health and Retirement Longitudinal Study (CHARLS) enrolled between 2011 and 2012. The baseline NCCR was determined as creatinine (mg/dL)/cystatin C (mg/L)×10/body mass (kg). CMM was defined as the simultaneous occurrence of two or more of the following conditions: heart disease, stroke, and type 2 diabetes mellitus. Logistic regression analysis and Cox regression analysis were employed to estimate the relationship between NCCR and CMM. The joint effect of body mass index and NCCR on the risk of CMM were further analyzed.
Results:
During a median 4-year follow-up, 227 (3.9%) participants developed CMM. The risk of CMM was significantly decreased with per standard deviation increase of NCCR (odds ratio, 0.72; 95% confidence interval, 0.62 to 0.85) after adjustment for confounders (P<0.001). Further sex-specific analysis found significant negative associations between NCCR and CMM in female either without or with one CMM component at baseline, which was attenuated in males but remained statistically significant among those with one basal CMM component. Notably, non-obese individuals with high NCCR levels had the lowest CMM risk compared to obese counterparts with low NCCR levels in both genders.
Conclusion
High NCCR was independently associated with reduced risk of CMM in middle-aged and older adults in China, particularly females.
2.Normalized Creatinine-to-Cystatin C Ratio and Risk of Cardiometabolic Multimorbidity in Middle-Aged and Older Adults: Insights from the China Health and Retirement Longitudinal Study
Honglin SUN ; Zhenyu WU ; Guang WANG ; Jia LIU
Diabetes & Metabolism Journal 2025;49(3):448-461
Background:
Normalized creatinine-to-cystatin C ratio (NCCR) was reported to approximate relative skeletal muscle mass and diabetes risk. However, the association between NCCR and cardiometabolic multimorbidity (CMM) remains elusive. This study aimed to explore their relationship in a large-scale prospective cohort.
Methods:
This study included 5,849 middle-age and older participants from the China Health and Retirement Longitudinal Study (CHARLS) enrolled between 2011 and 2012. The baseline NCCR was determined as creatinine (mg/dL)/cystatin C (mg/L)×10/body mass (kg). CMM was defined as the simultaneous occurrence of two or more of the following conditions: heart disease, stroke, and type 2 diabetes mellitus. Logistic regression analysis and Cox regression analysis were employed to estimate the relationship between NCCR and CMM. The joint effect of body mass index and NCCR on the risk of CMM were further analyzed.
Results:
During a median 4-year follow-up, 227 (3.9%) participants developed CMM. The risk of CMM was significantly decreased with per standard deviation increase of NCCR (odds ratio, 0.72; 95% confidence interval, 0.62 to 0.85) after adjustment for confounders (P<0.001). Further sex-specific analysis found significant negative associations between NCCR and CMM in female either without or with one CMM component at baseline, which was attenuated in males but remained statistically significant among those with one basal CMM component. Notably, non-obese individuals with high NCCR levels had the lowest CMM risk compared to obese counterparts with low NCCR levels in both genders.
Conclusion
High NCCR was independently associated with reduced risk of CMM in middle-aged and older adults in China, particularly females.
3.Normalized Creatinine-to-Cystatin C Ratio and Risk of Cardiometabolic Multimorbidity in Middle-Aged and Older Adults: Insights from the China Health and Retirement Longitudinal Study
Honglin SUN ; Zhenyu WU ; Guang WANG ; Jia LIU
Diabetes & Metabolism Journal 2025;49(3):448-461
Background:
Normalized creatinine-to-cystatin C ratio (NCCR) was reported to approximate relative skeletal muscle mass and diabetes risk. However, the association between NCCR and cardiometabolic multimorbidity (CMM) remains elusive. This study aimed to explore their relationship in a large-scale prospective cohort.
Methods:
This study included 5,849 middle-age and older participants from the China Health and Retirement Longitudinal Study (CHARLS) enrolled between 2011 and 2012. The baseline NCCR was determined as creatinine (mg/dL)/cystatin C (mg/L)×10/body mass (kg). CMM was defined as the simultaneous occurrence of two or more of the following conditions: heart disease, stroke, and type 2 diabetes mellitus. Logistic regression analysis and Cox regression analysis were employed to estimate the relationship between NCCR and CMM. The joint effect of body mass index and NCCR on the risk of CMM were further analyzed.
Results:
During a median 4-year follow-up, 227 (3.9%) participants developed CMM. The risk of CMM was significantly decreased with per standard deviation increase of NCCR (odds ratio, 0.72; 95% confidence interval, 0.62 to 0.85) after adjustment for confounders (P<0.001). Further sex-specific analysis found significant negative associations between NCCR and CMM in female either without or with one CMM component at baseline, which was attenuated in males but remained statistically significant among those with one basal CMM component. Notably, non-obese individuals with high NCCR levels had the lowest CMM risk compared to obese counterparts with low NCCR levels in both genders.
Conclusion
High NCCR was independently associated with reduced risk of CMM in middle-aged and older adults in China, particularly females.
4.Normalized Creatinine-to-Cystatin C Ratio and Risk of Cardiometabolic Multimorbidity in Middle-Aged and Older Adults: Insights from the China Health and Retirement Longitudinal Study
Honglin SUN ; Zhenyu WU ; Guang WANG ; Jia LIU
Diabetes & Metabolism Journal 2025;49(3):448-461
Background:
Normalized creatinine-to-cystatin C ratio (NCCR) was reported to approximate relative skeletal muscle mass and diabetes risk. However, the association between NCCR and cardiometabolic multimorbidity (CMM) remains elusive. This study aimed to explore their relationship in a large-scale prospective cohort.
Methods:
This study included 5,849 middle-age and older participants from the China Health and Retirement Longitudinal Study (CHARLS) enrolled between 2011 and 2012. The baseline NCCR was determined as creatinine (mg/dL)/cystatin C (mg/L)×10/body mass (kg). CMM was defined as the simultaneous occurrence of two or more of the following conditions: heart disease, stroke, and type 2 diabetes mellitus. Logistic regression analysis and Cox regression analysis were employed to estimate the relationship between NCCR and CMM. The joint effect of body mass index and NCCR on the risk of CMM were further analyzed.
Results:
During a median 4-year follow-up, 227 (3.9%) participants developed CMM. The risk of CMM was significantly decreased with per standard deviation increase of NCCR (odds ratio, 0.72; 95% confidence interval, 0.62 to 0.85) after adjustment for confounders (P<0.001). Further sex-specific analysis found significant negative associations between NCCR and CMM in female either without or with one CMM component at baseline, which was attenuated in males but remained statistically significant among those with one basal CMM component. Notably, non-obese individuals with high NCCR levels had the lowest CMM risk compared to obese counterparts with low NCCR levels in both genders.
Conclusion
High NCCR was independently associated with reduced risk of CMM in middle-aged and older adults in China, particularly females.
5.Protective effects and mechanisms of sodium pyruvate on storage lesions in human red blood cells
Haoning CHEN ; Qi MIAO ; Qiang GAO ; Xin SUN ; Shunyu MEI ; Li WANG ; Yun LIAN ; Honglin LUO ; Chenjie ZHOU ; Hao LI
Chinese Journal of Blood Transfusion 2025;38(6):833-838
Objective: To investigate the protective effects and underlying mechanisms of sodium pyruvate (SP) on RBC storage lesions using an oxidative damage model. Methods: Six units of leukocyte-depleted suspended RBCs (discarded for non-infectious reasons within three days post-collection) were randomly assigned to four groups: negative control (NS), positive control (PS), experimental group 1 (SP1), and experimental group 2 (SP2). Oxidative stress was induced in the PS group by the addition of hydrogen peroxide (H
O
), while SP1 and SP2 received SP supplementation at different concentrations (25 mM and 50 mM, respectively) in the presence of H
O
. After 1 hour of incubation, RBC morphology was assessed microscopically, and biochemical indicators including glutathione (GSH), malondialdehyde (MDA), methemoglobin (MetHb), adenosine triphosphate (ATP), and Na
/K
-ATPase activity were measured. Results: RBCs in the PS group exhibited pronounced morphological damage, including cell shrinkage and echinocyte formation, whereas both SP-treated groups showed significantly reduced structural injury. SP treatment led to elevated GSH levels and decreased concentrations of MDA and MetHb, suggesting attenuation of oxidative stress. Additionally, SP enhanced intracellular ATP levels and Na
/K
-ATPase activity, thereby contributing to membrane stability. Notably, the SP2 group (50 mM) demonstrated superior protective effects compared to SP1 (25 mM). Conclusion: Sodium pyruvate effectively attenuates oxidative storage lesions in RBCs, primarily through its antioxidant properties, energy metabolism supporting ability, and celluar membrane stabilizing function. These findings suggest SP as a promising additive for enhancing the quality and safety of stored RBCs.
6.Chinese Medicines Treat Rheumatoid Arthritis via Gut-joint Axis: A Review
Honglin ZHANG ; Haixu JIANG ; Qiuzhu WEI ; Yuhe SUN ; Zihan ZHAO ; Qingyi LU
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(6):262-268
Rheumatoid arthritis (RA) is a systemic autoimmune disease with local joint pain as the main clinical manifestation. It is one of the diseases specifically responding to traditional Chinese medicine (TCM). The occurrence of RA is not only related to innate factors like genetic disorder but also associated with environmental factors, such as diets and microbial infection. The intestine, a vital human organ with digestive and immune functions, is a place where microorganisms colonize and exert intestinal metabolism-improving, barrier-protecting, and immunomodulatory effects. As the research on the onset and treatment of RA is deepening, the potential relationship of intestinal structural and functional abnormalities with the pathogenesis and progression of RA has been revealed. As clinical and experimental studies indicated, joint inflammation coexists with the impaired barrier function, imbalanced immune cells, and disordered gut microbiota. The theory of the gut-joint axis in the pathogenesis, progression, and treatment of RA is highly consistent with the holistic view in TCM. The recent pharmacological studies have shown that Chinese medicine prescriptions and active components can inhibit inflammation, protect joints, and maintain the intestinal function. This article summarizes the basic connotation of the gut-joint axis in RA and the mechanism by which TCM protect the intestinal barrier and modulate the immunity by regulating the gut microbiota structure and improving microbial metabolism in the treatment of RA. This review gives insights into the future research on the gut-joint axis in RA.
7.Re-understanding of the mechanism of coagulation disorder in liver cirrhosis
Rongrong SUN ; Na HE ; Fenna ZHANG ; Xinyi ZHANG ; Ziyi WANG ; Hui WANG ; Nana BIAN ; Honglin YAN
Journal of Clinical Hepatology 2024;40(3):616-620
The liver plays an important regulatory role in maintaining the dynamic balance of coagulation and anticoagulation in the body. Such dynamic balance is fragile in patients with liver cirrhosis, and the risk of bleeding can be increased due to reductions in coagulation factors and platelet count and excessive fibrinolysis; meanwhile, thrombus can be formed due to the increases in von Willebrand factor and coagulation factor Ⅷ, the reductions in anticoagulant protein C and anticoagulant protein S, the increase in thrombin-generating potential, and alterations in antifibrinolytic components. This article reviews the mechanisms of coagulation disorder in liver cirrhosis, so as to help clinicians with the prevention and treatment of bleeding or thrombotic disorders in patients with liver cirrhosis.
8.Multi-task learning for automated classification of hypertensive heart disease and hypertrophic cardiomyopathy using native T1 mapping
Honglin ZHU ; Yufan QIAN ; Xiao CHANG ; Yan ZHOU ; Jian MA ; Rong SUN ; Shengdong NIE ; Lianming WU
International Journal of Biomedical Engineering 2024;47(4):342-348
Objective:To automatically classify hypertensive heart disease (HHD) and hypertrophic cardiomyopathy (HCM) based on mul-titask learning algorithm using native T1 mapping images.Methods:A total of 203 patients admitted to Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University from January 2017 to December 2021 were enrolled, including 53 patients with HHD, 121 patients with HCM, and 29 patients with normal control (NC). Native T1 mapping images of all enrolled patients were acquired using MRI and processed by a multi-task learning algorithm. The classification performance of each model was validated using ten-fold crossover, confusion matrix, and receiver operator characteristic (ROC) curves. The Resnet 50 model based on the original images was established as a control.Results:The ten-fold crossover validation results showed that the MTL-1 024, MTL-64, and MTL-all models showed better performance in terms of area under the curve (AUC), accuracy, sensitivity, and specificity compared to the Resnet 50 model. In the classification task, the MTL-64 model showed the best performance in terms of AUC (0.942 1), while the MTL-all model reached the highest value in terms of accuracy (0.852 2). In the segmentation task, the MTL-64 model achieved the best results with the Dice coefficient (0.879 7). The confusion matrix plot showed that the MTL model outperforms the Resnet 50 model based on the original image in terms of overall performance. The ROC graphs of all MTL models were significantly higher than the original image input Resnet 50 model.Conclusions:Multi-task learning-based native T1 mapping images are effective for automatic classification of HHD and HCM.
9.Effects of Different Acceleration Factors of Compressed Sensing on the Imaging Quality of Cardiac Magnetic Resonance Cine Sequences
Linlin WANG ; Kewu HE ; Ren ZHAO ; Honglin YU ; Ruoyu SUN ; Yinfeng QIAN ; Xiaohu LI ; Yongqiang YU
Chinese Journal of Medical Imaging 2024;32(6):581-586
Purpose To explore the effect of compressed sensing(CS)technique with different acceleration factors on the quality of cardiac magnetic resonance cine sequences and feasibility of clinical application.Materials and Methods From January to July 2021,40 healthy volunteers were prospectively recruited for cardiac magnetic resonance cine imaging in Hefei First People's Hospital.Four scan protocols of volunteers were designed:SENSE 2 and CS-cine sequences with acceleration factors of 3,4 and 8.The imaging slices include four chamber heart,short axis heart,left ventricular two chamber heart and three chamber heart.Subjective score of image quality,left ventricular cardiac function and 16-segment myocardial thickness of SENSE 2 and CS3,CS4 and CS8 were compared and analyzed.Results Taking SENSE 2 image as the standard score of 5,the scores of CS3 and CS4 were above 3,and the scores of CS8 were below 3.There was no significant difference between the scores of four chamber heart and short axis heart images of CS3 and SENSE 2 sequence(all P>0.05).There were statistically significant differences in the subjective scores of image quality between the left ventricular two chamber heart and three chamber heart groups of each sequence(all P<0.05).There was no statistically significant difference in left ventricular function(left ventricular ejection fraction,left ventricular end systolic volume,left ventricular end diastolic volume,left ventricular stroke volume,left ventricular end-diastolic mass)(F=0.027,0.182,0.057,0.140,0.545)and myocardial thickness(F=0.052-7.366)among the four imaging schemes(all P>0.05).Conclusion Cardiac cine based on compressed sensing technology have good application prospects.With the increase of acceleration factors,the scanning time gradually decreases,and the corresponding image quality will also decrease.When the acceleration factor is 4,that is,the scanning time of the conventional cine sequence is reduced by 50%,the left ventricular function and myocardial thickness can still be accurately measured,and the image quality basically meets the diagnostic requirements.
10.Clinical features of bone mass loss in liver cirrhosis and its association with sarcopenia
Qiu JIN ; Jing YANG ; Honglin MA ; Zhenghao SUN ; Qingqing LIU ; Shaoshan HU ; Pingju LI
Journal of Clinical Hepatology 2023;39(12):2831-2838
ObjectiveTo investigate the influence of sarcopenia on bone mass loss, the risk factors for bone mass loss in liver cirrhosis, and the correlation between body composition and bone mineral density (BMD) by comparing the clinical features of bone mass loss in patients with liver cirrhosis. MethodsA total of 92 patients who were hospitalized and diagnosed with liver cirrhosis in Department of Gastroenterology, The Second Affiliated Hospital of Kunming Medical University, from April to December of 2022 were enrolled, and based on the results of dual-energy X-ray absorptiometry, they were divided into bone mass loss group (osteopenia/osteoporosis) with 57 patients and normal bone mass group with 35 patients. The two groups were compared in terms of general data, laboratory examination, imaging data, and body composition analysis. The independent samples t-test or the Mann-Whitney U test was used for comparison of continuous data between two groups, and the chi-square test or the continuity correction chi-square test was used for comparison of categorical data between two groups; Pearson correlation analysis and Spearman correlation analysis were used to investigate correlation; a binary logistic regression analysis was used to investigate the risk factors for bone mass loss in liver cirrhosis. ResultsCompared with the normal bone mass group, the bone mass loss group had significantly higher age (t=-3.597, P<0.05), proportion of female patients (χ2=8.393, P<0.05), N-terminal middle molecular fragment of osteocalcin (N-MID) (Z=-3.068, P<0.05), β isomer of C-terminal telopeptide of type I collagen (β-CTX) (t=-2.784, P<0.05), and proportion of patients with sarcopenia (χ2=13.884, P<0.05) and significantly lower calcitonin (CT) (Z=-2.340, P<0.05) and L3 skeletal muscle index (L3-SMI) (t=4.621, P<0.05). Compared with the normal bone mass group, the bone mass loss group had significantly lower total muscle mass (Z=-2.952, P<0.05), right upper limb muscle mass (Z=-2.929, P<0.05), left upper limb muscle mass (Z=-2.680, P<0.05), right lower limb muscle mass (Z=-3.366, P<0.05), left lower limb muscle mass (Z=-3.374, P<0.05), presumed bone mass (t=2.842, P<0.05), body water mass (Z=-2.779, P<0.05), basal metabolic rate (BMR) (Z=-3.153, P<0.05), and BMD of L1— L4 and femoral neck (t=9.789, t=10.280, t=10.832, Z=-7.298, t=8.945, all P<0.05). Total muscle mass, muscle mass of trunk and limbs, presumed bone mass, BMR, and body water mass in body component analysis were positively correlated with L1 — L4 BMD and femoral neck BMD (all P<0.05), and fat mass was positively correlated with L1 — L4 BMD (all P<0.05). Sarcopenia (odds ratio [OR]=8.737, 95% confidence interval [CI]: 2.237 — 34.129, P=0.002), age (OR=1.094, 95%CI: 1.019 — 1.175, P=0.013), and N-MID (OR=1.095, 95%CI: 1.019 — 1.176, P=0.014) were independent risk factors for bone mass loss in patients with liver cirrhosis. ConclusionOld age, female sex, sarcopenia, elevated N-MID, elevated β-CTX, reduction in CT, low muscle mass, low presumed bone mass, low BMR, and low body water mass are the features of bone mass loss in patients with liver cirrhosis, and sarcopenia, age, and N-MID are independent risk factors for bone mass loss in patients with liver cirrhosis. Detailed assessment of body composition changes can help to identify abnormal BMD in patients with liver cirrhosis.

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