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Tan Y, Chen S, Huang Z, Lu X, Li J, Wang Y, Wu S, Wu Y, Wu Y, Li Y. Impact of remnant cholesterol to high-density lipoprotein cholesterol ratio on risk of incident ASCVD: the Kailuan prospective cohort study. Nutr Metab (Lond) 2025; 22:51. [PMID: 40420165 PMCID: PMC12105187 DOI: 10.1186/s12986-025-00948-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2025] [Accepted: 05/13/2025] [Indexed: 05/28/2025] Open
Abstract
BACKGROUND The study utilized the remnant cholesterol (RC) to high-density lipoprotein cholesterol (HDL-C) ratio as a lipidemia indicator. Assessing its long-term impact on cardiovascular disease (ASCVD) is crucial for primary prevention. METHODS 84,380 participants were enrolled in the prospective cohort. Participants were classified into low, medium, and high levels based on baseline RC/HDL-C levels at the 50th percentile and 90th percentile. Participants were followed until December 31, 2023. Calculate the incidence density of ASCVD for each group. The time-dependent Cox proportional hazards model was utilized to calculate the hazard ratios (HRs) and 95% confidence intervals (CIs) for ASCVD risk among different groups. RESULTS The study included 42,181, 33,739, and 8460 participants in the low, medium, and high levels respectively. A median follow-up of 16.92 years, 8397 ASCVD cases were identified. The 1000 person-years incidence density and 95% CIs for ASCVD were 5.86 (5.67, 6.05) in the low level, 6.92 (6.70, 7.15) in the medium level, and 8.85 (8.35, 9.39) in the high level. Compared to the low level, the Cox model showed that the HRs and 95% CIs for ASCVD were 1.09 (1.04, 1.14) and 1.23 (1.15, 1.32), respectively in medium and high levels. CONCLUSION Higher RC/HDL-C level was significantly associated with an increased risk of ASCVD. Including the RC/HDL-C in lipid evaluation can reduce the onset of ASCVD. CLINICAL TRIAL REGISTRATION NUMBER ChiCTR2000029767.
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Affiliation(s)
- Yizhen Tan
- Department of Preventive Medicine, School of Public Health, North China University of Science and Technology, Tangshan, 063210, China
| | - Shuohua Chen
- Department of Cardiology, Kailuan General Hospital, 57 Xinhua East Rd, Tangshan, 063000, China
| | - Zhe Huang
- Department of Cardiology, Kailuan General Hospital, 57 Xinhua East Rd, Tangshan, 063000, China
| | - Xiangfeng Lu
- Department of Epidemiology, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jianxin Li
- Department of Epidemiology, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Youxin Wang
- Department of Preventive Medicine, School of Public Health, North China University of Science and Technology, Tangshan, 063210, China
| | - Shouling Wu
- Department of Cardiology, Kailuan General Hospital, 57 Xinhua East Rd, Tangshan, 063000, China
| | - Ying Wu
- Department of Preventive Medicine, School of Public Health, North China University of Science and Technology, Tangshan, 063210, China.
| | - Yuntao Wu
- Department of Cardiology, Kailuan General Hospital, 57 Xinhua East Rd, Tangshan, 063000, China.
| | - Yun Li
- Department of Preventive Medicine, School of Public Health, North China University of Science and Technology, Tangshan, 063210, China.
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Ye D, Ji X, Ma Y, Shi J, Wang J, Chen J, Hu X, Bao Z. NPR is an independent risk factor for predicting all-cause mortality in patients with metabolic dysfunction-associated steatotic liver disease: evidence from NHANES 2007-2020. Popul Health Metr 2025; 23:15. [PMID: 40281626 PMCID: PMC12032722 DOI: 10.1186/s12963-025-00378-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2024] [Accepted: 04/03/2025] [Indexed: 04/29/2025] Open
Abstract
BACKGROUND Neutrophil-associated inflammatory markers (NPR, NHR, SII, and SIRI) have been implicated in various metabolic diseases. However, studies on these markers with metabolic dysfunction-associated steatotic liver disease (MASLD) and advanced liver fibrosis (ALF), as well as their impact on all-cause mortality, remain limited. METHODS In this historical cohort study, data from 8051 adults aged 20 years and older were analysed. Weighted logistic regression was used to investigate the associations of neutrophil-associated inflammatory markers with MASLD and ALF. Nonlinear associations were described via restricted cubic spline regression. The diagnostic utility was assessed via receiver operating characteristic (ROC) curves. Furthermore, weighted Kaplan‒Meier survival curves and Cox proportional hazards models were employed to assess all-cause mortality risk. Sensitivity analyses were employed to guarantee the robustness of the findings. RESULTS Following adjustment for confounding factors, there was a significant positive association between the ln-transformed NPR, NHR, SII, and SIRI and the risk of MASLD (P < 0.001). Conversely, an inverse association was noted between the ln-transformed SII, SIRI and ALF (P < 0.05). Nonlinear relationships were identified between ln-transformed NPR, NHR, and SIRI and the risk of MASLD (P < 0.001), as well as between ln-transformed NPR, SII, and SIRI and the risk of ALF (P < 0.001). Furthermore, the ln-transformed NHR (cut-off value: - 2.571) exhibited the highest diagnostic accuracy for MASLD (AUC 0.71, 95% CI = 0.70, 0.72), whereas the NPR (cut-off value: - 3.857) demonstrated the highest diagnostic value for ALF (AUC 0.73, 95% CI = 0.70, 0.75). The results of the present study revealed an independent association between the ln-transformed NPR and an elevated risk of all-cause mortality in subjects diagnosed with MASLD. Subgroup analyses highlighted the underrepresentation of neutrophil-associated inflammatory markers in lean individuals with MASLD and ALF (BMI < 25 kg/m2). CONCLUSIONS Neutrophil-associated inflammatory markers are independently associated with MASLD and ALF. Specifically, the ln-transformed NHR and SII show promise as diagnostic markers for MASLD and ALF, respectively. Moreover, elevated ln-transformed NPR is independently associated with an increased risk of all-cause mortality in individuals with MASLD, highlighting the potential clinical relevance of these inflammatory markers in the context of steatotic liver disease.
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Affiliation(s)
- Dan Ye
- Department of Gastroenterology, Huadong Hospital Affiliated With Fudan University, Shanghai, China
| | - Xueying Ji
- Department of General Practice, Huadong Hospital Affiliated With Fudan University, Shanghai, China
| | - Yiming Ma
- Department of General Practice, Huadong Hospital Affiliated With Fudan University, Shanghai, China
| | - Jiaheng Shi
- Department of Gastroenterology, Huadong Hospital Affiliated With Fudan University, Shanghai, China
| | - Jiaofeng Wang
- Department of Gastroenterology, Huadong Hospital Affiliated With Fudan University, Shanghai, China
- Shanghai Key Laboratory of Clinical Geriatric Medicine, Shanghai, China
- Shanghai Institute of Geriatrics and Gerontology, Shanghai, China
- Department of Geriatrics, Huadong Hospital Affiliated With Fudan University, Shanghai, China
| | - Jie Chen
- Department of Gastroenterology, Huadong Hospital Affiliated With Fudan University, Shanghai, China.
- Shanghai Key Laboratory of Clinical Geriatric Medicine, Shanghai, China.
- Shanghai Institute of Geriatrics and Gerontology, Shanghai, China.
- Department of Geriatrics, Huadong Hospital Affiliated With Fudan University, Shanghai, China.
| | - Xiaona Hu
- Department of Gastroenterology, Huadong Hospital Affiliated With Fudan University, Shanghai, China.
- Shanghai Key Laboratory of Clinical Geriatric Medicine, Shanghai, China.
- Shanghai Institute of Geriatrics and Gerontology, Shanghai, China.
- Department of Geriatrics, Huadong Hospital Affiliated With Fudan University, Shanghai, China.
| | - Zhijun Bao
- Department of Gastroenterology, Huadong Hospital Affiliated With Fudan University, Shanghai, China.
- Shanghai Key Laboratory of Clinical Geriatric Medicine, Shanghai, China.
- Shanghai Institute of Geriatrics and Gerontology, Shanghai, China.
- Department of Geriatrics, Huadong Hospital Affiliated With Fudan University, Shanghai, China.
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Tai Y, Chen B, Kong Y, Wang X. Association between RC/HDL-C and hyperuricemia in adults: evidence from NHANES 2005-2018. Front Endocrinol (Lausanne) 2025; 16:1514067. [PMID: 40065993 PMCID: PMC11891044 DOI: 10.3389/fendo.2025.1514067] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/19/2024] [Accepted: 02/10/2025] [Indexed: 05/13/2025] Open
Abstract
Background The incidence of hyperuricemia is growing in the world, with a significant influence on the survival and healthy condition of the patient. The connection between serum residual cholesterol (RC) to high-density lipoprotein cholesterol (HDL-C) ratio and hyperuricemia is uncertain. Consequently, we tried to elucidate the connection between the hyperuricemia and RC/HDL-C ratio. Methods Based on the National Health and Nutrition Examination Survey (NHANES) database, data from 2005 to 2018 were utilized in this cross-sectional research. RC/HDL-C index was calculated by (TC - HDL-C - LDL-C)/HDL-C. Participants were diagnosed with hyperuricemia when the serum uric acid concentration reached 6 mg/dL in women and 7 mg/dL in men. Our researcher utilized smoothed curve fitting and multivariate logistic regression analysis to examine between RC/HDL-C and hyperuricemia among adults. The consistency of these results was examined in various population subgroups. Results 2376 individuals (19.1%) were stratified into the hyperuricemia group. We observed statistically significant differences (P values < 0.05) in the hyperuricemia population for remaining variables, except for economic level and alcohol drinking. After correcting for potential confounders, our researchers discovered the strong positive connection between the RC/HDL-C and the possibility of incurring hyperuricemia. The incidence of RC/HDL-C elevated by 98% with each additional unit of the RC/HDL-C. Subgroup analyses showed correlations for the majority of subgroups remained stable. However, gender and several diseases may modify this association. Conclusions Higher RC/HDL-C is correlated with higher prevalence rate of developing hyperuricemia. However, further research is still required to confirm the causal association.
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Affiliation(s)
- Yanghao Tai
- Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences Tongji Shanxi Hospital, Taiyuan, China
| | - Bin Chen
- Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences Tongji Shanxi Hospital, Taiyuan, China
| | - Yingming Kong
- Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences Tongji Shanxi Hospital, Taiyuan, China
| | - Xuening Wang
- Department of Cardiovascular Surgery, Shanxi Bethune Hospital, Shanxi Academy of Medical Science, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, China
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Li B, Liu Y, Ma X, Guo X. The association between non-high-density lipoprotein cholesterol to high-density lipoprotein cholesterol ratio and hepatic steatosis and liver fibrosis among US adults based on NHANES. Sci Rep 2025; 15:6527. [PMID: 39988726 PMCID: PMC11847945 DOI: 10.1038/s41598-025-90773-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2024] [Accepted: 02/17/2025] [Indexed: 02/25/2025] Open
Abstract
Recently, the non-high-density to high-density lipoprotein cholesterol ratio (NHHR) has gained growing attention as an indicator for predicting diseases associated with lipid metabolism. Hepatic steatosis and fibrosis are tightly associated lipid metabolism. Our study aims to analyze the correlations among NHHR, hepatic steatosis, and fibrosis. This study analysed data from 14,578 adults in the US National Health and Nutrition Examination Survey (2005-2018). The degree of hepatic steatosis was measured through the Fatty Liver Index (FLI), while liver fibrosis severity was evaluated with the Fibrosis-4 (FIB-4) index. Multivariate linear regression assessed the association between NHHR and the FLI and FIB-4 score. Smooth curve describing the relationship between NHHR and FLI or FIB-4. Additionally, a two-part linear regression model adopted in order to more accurately account for the nonlinear relationship, with threshold effects estimated through its two components. To confirm the robustness of the findings, interaction tests and subgroup analyses were conducted. The multivariate logistic regression analysis demonstrated a significantly positive correlation of lnNHHR with FLI across all three models. In Model 3, the association was (β = 11.14, 95%CI:10.38,11.90). Curve fitting indicated a nonlinear relationship. The positive correlation between lnNHHR and FLI persists across gender, BMI, and physical activity groups. Nevertheless, a notable negative correlation between lnNHHR and FIB-4 was observed in all three models. In Model 3, the relationship between lnNHHR and FIB-4 was as follows: (β = -0.20; 95% CI: -0.22, -0.17). Curve fitting revealed a V-shaped relationship, with threshold effect analysis identifying a breakpoint at 1.51. Above this threshold, the relationship was found to be statistically insignificant (p-value = 0.424). Receiver operating characteristic (ROC) curve analysis demonstrated that NHHR exhibited better predictive performance for MASLD compared to non-HDL-C, HDL-C, and LDL-C/HDL-C. The current study's findings suggest that elevated levels of NHHR correlate with a greater risk of hepatic steatosis among adults in the U.S. Our findings imply that NHHR may be a valuable tool in improving MASLD prevention strategies in the general population.
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Affiliation(s)
- Baoyu Li
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong, University, Xi'an, Shaanxi, China
| | - Yuwei Liu
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong, University, Xi'an, Shaanxi, China
| | - Xiaorong Ma
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong, University, Xi'an, Shaanxi, China.
| | - Xiaoyan Guo
- Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong, University, Xi'an, Shaanxi, China.
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