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Shuaiwei Song has a total of 47 co-authors. Here are the top co-authors by number of shared publications:

  • Nanfang Li

    Hypertension Center of People's Hospital of Xinjiang Uygur Autonomous Region, Xinjiang Hypertension Institute, China

    17 shared publications
  • Jing Hong

    Hypertension Center of People’s Hospital of Xinjiang Uygur Autonomous Region, Urumqi, Xinjiang, 830001, People’s Republic of China

    15 shared publications
  • Junli Hu

    Hypertension Center of People’s Hospital of Xinjiang Uygur Autonomous Region, Urumqi, Xinjiang, 830001, People’s Republic of China

    15 shared publications
  • Qing Zhu

    Hypertension Center of People’s Hospital of Xinjiang Uygur Autonomous Region, Urumqi, Xinjiang, 830001, People’s Republic of China

    15 shared publications
  • Wenbo Yang

    14 shared publications
  • Di Shen

    Hypertension Center of People’s Hospital of Xinjiang Uygur Autonomous Region, Urumqi, Xinjiang, 830001, People’s Republic of China

    11 shared publications

Latest Publications

  • Open Access

    Folic Acid Therapy is Associated with a Lower Risk of Incident Diabetes and Better Glycemic Status in Patients with Coronary Heart Disease: Findings from a Multicenter Propensity Score–Matched Analysis

    by Shuaiwei Song, Xintian Cai, Xiyang Li, Penghui Cui, Ziliang Zou, Yazhe Liu, Kaiyu Wang, Shengqin Li

    Background: Although elevated homocysteine has been consistently linked to cardiovascular disease development and progression, whether homocysteine-lowering therapy reduces diabetes risk and improves glycemic status in patients with coronary heart disease (CHD) remains unclear. This study investigated whether folic acid (FA) therapy and different treatment doses were associated with reduced new-onset diabetes risk and improved long-term glycemic control in CHD patients. Methods: The multicenter study used a propensity score–matched design. Patients with CHD were categorized as FA users or non-users, followed by 1:4 propensity score matching to minimize baseline imbalance, ultimately yielding 2440 patients for analysis. During a median follow‑up of 3.35 years, 510 incident cases of diabetes were recorded. Multivariable Cox regression models evaluated the associations of FA use and daily dose with diabetes risk. Kaplan–Meier curves compared cumulative diabetes risk between groups. Repeated glycated hemoglobin (HbA1c) measurements were used to assess long-term glycemic trajectories, and restricted cubic spline analysis examined the dose–response relationship between cumulative FA dose and diabetes risk. Results: Multivariable Cox regression analyses showed that FA use was significantly associated with lower new-onset diabetes risk in CHD patients before and after matching (HR: 0.749; 95% CI:0.586– 0.957; P=0.021). Dose-stratified analyses indicated that the 0.8 mg/day group had the greatest risk reduction and a more favorable long-term HbA1c trajectory (HR: 0.637; 95% CI:0.453– 0.897; P=0.010). FA also showed a cumulative dosage effect, with risk-lowering benefits becoming more evident when cumulative dose exceeded 140 mg (HR: 0.478; 95% CI:0.351– 0.650; P< 0.001). Conclusion: FA use was significantly associated with reduced new-onset diabetes risk and improved long-term glycemic status in CHD patients, particularly at 0.8 mg/day and cumulative dose > 140 mg. These findings suggest that FA may have a potential role in diabetes prevention among CHD patients, although this should be interpreted cautiously given the observational study design.

  • Open Access

    Correction: Song et al. Serum Uric Acid and Bone Health in Middle-Aged and Elderly Hypertensive Patients: A Potential U-Shaped Association and Implications for Future Fracture Risk. Metabolites 2025, 15, 15

    by Shuaiwei Song, Xintian Cai, Junli Hu, Qing Zhu, Di Shen, Huimin Ma, Yingying Zhang, Rui Ma, Pan Zhou, Wenbo Yang, et al.

  • Open Access

    Plasma Aldosterone Elevation in Hypertensive Patients and Association with Urinary Stone Formation: A Large-Scale Population Study from Northwest China

    by Shuaiwei Song, Nanfang Li, Di Shen, Junli Hu, Xintian Cai, Qing Zhu, Yingying Zhang, Rui Ma, Pan Zhou, Zhiqiang Zhang, et al.

    Background: Previous studies have suggested a potential association between plasma aldosterone concentration (PAC) and calcium regulation. However, it remains unclear whether elevated PAC levels increase the risk of urinary stones. Therefore, this study aimed to investigate the relationship between PAC levels and urinary stones, including their subtypes, in patients with hypertension. Methods: This large-scale study included a total of 35161 hypertensive patients. Multivariable logistic regression was used to analyze the association between PAC levels and urinary stones, as well as their subtypes. Additionally, a dose-response relationship was explored using restricted cubic spline (RCS) analysis, and a two-stage comparative analysis was conducted based on the RCS turning point. The importance of PAC was further confirmed through variable importance analysis. Finally, extensive subgroup analyses and sensitivity analyses were performed to assess the robustness of the findings. Results: Multivariable logistic regression revealed a significant association between elevated PAC levels and the occurrence of urinary stones and their subtypes. Specifically, for every 5 ng/dL increase in PAC, the risk of urinary stones increased by 26% (odds ratios [OR] 1.26, 95% confidence interval [CI], 1.22– 1.30, P< 0.001). Furthermore, RCS threshold analysis demonstrated a marked increase in urinary stone risk when PAC levels exceeded 14.2 ng/dL (OR 1.50, 95% CI, 1.38– 1.63, P< 0.001). These findings were consistent across subtypes, including kidney stones and ureteral stones. Subgroup analyses showed that the results were unaffected by stratification factors, and sensitivity analyses further confirmed the stability of the findings. Conclusion: This study demonstrated that elevated PAC levels are significantly associated with the occurrence of urinary stones and their subtypes in hypertensive patients. These findings suggest that controlling PAC levels in hypertensive patients may help reduce the risk of urinary stone formation.


  • Open Access

    Association Between Lactate Dehydrogenase/Albumin Ratio and in-Hospital Mortality in Patients with Acute Aortic Dissection

    by Saimire Mutailifu, Qing Zhu, Menghui Wang, Delian Zhang, Shuaiwei Song, Nanfang Li

    Background: Previous studies have identified the lactate dehydrogenase/albumin ratio (LAR) as an independent prognostic marker, significantly predicting in-hospital mortality in patients with inflammation and cancer. Building on this, the current study is designed to explore the association between LAR and mortality during hospitalization in patients with acute aortic dissection (AAD). Methods: This retrospective study included patients diagnosed with AAD between January 1, 2010, and March 1, 2023. Patients were categorized into three groups based on LAR tertiles: T1 (< 5.01), T2 (5.01– 6.43), and T3 (> 6.43). Multivariable logistic regression analysis was used to calculate adjusted odds ratios (ORs) and 95% confidence intervals (CIs). In addition, subgroup analysis, receiver operating characteristic (ROC) curves, decision curve analysis (DCA), clinical impact curve analysis, Boruta algorithm, and the Kaplan-Meier analysis were applied to analyze the data. Results: A total of 2083 patients were enrolled in the study, with an average age of 53.20 ± 12.35 years, and male patients constituted 77%. After adjusting for relevant variables, ORs for in-hospital mortality were found to be 2.12 (95% CI: 1.34– 3.36, p=0.001) for T2 and 2.30 (95% CI: 1.44– 3.68, p< 0.001) for T3, compared to T1. The ROC curve, DCA analysis, Boruta algorithm, and Kaplan-Meier analysis demonstrated that the LAR exhibited a high level of concordance and practical applicability in forecasting in-hospital mortality. Conclusion: Elevated LAR is significantly associated with an increased risk of in-hospital mortality in patients with AAD. The results indicate that LAR may serve as a valuable predictor of adverse outcomes during hospitalization for these patients.


  • Top Cited Papers

    Relationship between Cumulative Exposure and Time Course of Plasma Aldosterone Concentrations and Chronic Kidney Disease in Hypertensive Patients: A Real-World Cohort Study

    by Shuaiwei Song, Xintian Cai, Di Shen, Junli Hu, Qing Zhu, Huimin Ma, Yingying Zhang, Rui Ma, Pan Zhou, Zhiqiang Zhang, et al.

    Introduction: This study aimed to investigate the effects of cumulative exposure to plasma aldosterone concentration (PAC) and its time course on chronic kidney disease (CKD) in hypertensive patients, with the goal of providing insights into preventing future CKD events, especially in younger hypertensive patients. Methods: This study enrolled a total of 7,142 hypertensive participants, each of whom had undergone at least two PAC measurements before the age of 60. We calculated the annual PAC area under the curve (AUC) and used Cox regression analyses to examine the association between annual PAC_AUC and CKD risk. We also explored how the timing course of PAC accumulation affected CKD risk, as different stages of PAC accumulation, even with the same annual PAC_AUC, may lead to varying risks. Additionally, we conducted a comparative analysis to assess the predictive performance of annual PAC_AUC versus single PAC measurements. Results: During a median follow-up of 5.83 years, 754 participants developed CKD. The results showed a progressive increase in CKD risk with higher annual PAC_AUC (hazard ratio: 1.19; 95% confidence interval: 1.17, 1.21). Moreover, the timing course of PAC accumulation modulates this risk; Kaplan-Meier curves indicated that participants with similar annual PAC_AUC, but earlier PAC exposure had a higher CKD risk compared to those exposed later (Log-rank test, p < 0.001). Furthermore, annual PAC_AUC outperformed single PAC measurements in predictive accuracy. Conclusion: CKD risk is influenced by both annual PAC_AUC and the time course of PAC exposure. Participants exposed to elevated PAC earlier had a higher CKD risk than those exposed later, even at the same annual PAC_AUC. This highlights the importance of early PAC control to prevent CKD.


  • Association of plasma aldosterone concentration with arterial stiffness progression in hypertensive patients: insights from a longitudinal analysis

    by Pan Zhou, Xintian Cai, Shuaiwei Song, Junli Hu, Qing Zhu, Huimin Ma, Yingying Zhang, Rui Ma, Di Shen, Wenbo Yang, et al.

    Limited studies have examined the relationship between plasma aldosterone concentration (PAC) and arterial stiffness progression. This study aimed to investigate the longitudinal association between baseline PAC and arterial stiffness progression in hypertensive patients. This was a longitudinal study conducted at the Hypertension Center of People's Hospital of Xinjiang Uygur Autonomous Region between April 2020 and October 2023. The study included 1,138 hypertensive patients who had completed two measurements of brachial-ankle pulse wave velocity (baPWV) over the study period. Arterial stiffness was quantified using baPWV, and progression was assessed by the baPWV change rate, calculated as the absolute difference between baseline and follow-up baPWV divided by the follow-up time in years. The primary outcome was the association between baseline PAC and baPWV change rate. Multivariate linear regression analyses indicated that a 10-unit increase in baseline PAC was significantly associated with a 19.60 cm/s/year increase in baPWV change rate (95% CI, 9.93 to 29.21). This association remained significant after adjusting for potential confounders, including age, sex, body mass index, smoking status, systolic and diastolic blood pressure, total cholesterol, and the use of antihypertensive medications. Multivariable restricted cubic splines analysis confirmed a significant dose-response relationship between baseline PAC and baPWW change rate (P for overall trend = 0.002). Higher baseline PAC levels were associated with faster progression of arterial stiffness in hypertensive patients, suggesting a potential role for aldosterone in vascular health. These findings warrant further investigation.


  • Top Cited Papers
    Open Access

    Inflammatory Indices and MAFLD Prevalence in Hypertensive Patients: A Large-Scale Cross-Sectional Analysis from China

    by Di Shen, Xintian Cai, Junli Hu, Shuaiwei Song, Qing Zhu, Huimin Ma, Yingying Zhang, Rui Ma, Pan Zhou, Wenbo Yang, et al.

    Objective: Hypertension development and progression are largely influenced by inflammation, which plays a critical role by activating the immune system and causing damage to the vascular endothelium. Metabolic dysfunction-associated fatty liver disease (MAFLD) is also associated with chronic low-grade inflammation, which drives disease progression via metabolic imbalances and adipose tissue dysfunction. This study investigates the relationship between inflammatory indices and MAFLD in hypertensive patients and assesses the predictive accuracy of these indices for MAFLD. Methods: We performed a cross-sectional analysis involving 34,303 hypertensive patients from a Chinese hospital-based registry. The diagnosis of MAFLD was established using metabolic dysfunction criteria alongside evidence of hepatic steatosis confirmed through imaging. Complete blood counts were used to calculate inflammatory indices, including the monocyte-to-lymphocyte ratio (MLR), neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR), systemic inflammatory response index (SIRI), systemic immune-inflammation index (SII), and aggregate index of systemic inflammation (AISI). To assess the relationship between inflammatory indices and MAFLD, multivariable logistic regression was performed with adjustments for potential confounders. The diagnostic performance of these indices was analyzed using receiver operating characteristic (ROC) curves and area under the curve (AUC) calculations. Results: Patients with MAFLD exhibited significantly elevated levels of all inflammatory indices compared to those without. After multivariable adjustment, each standard deviation increase in AISI, SIRI, and SII was associated with a 74%, 62%, and 58% increased odds of MAFLD, respectively. The AUC for AISI was 0.659, indicating moderate diagnostic accuracy. The AUCs for SIRI and SII were 0.626 and 0.619, respectively, while NLR, PLR, and MLR had lower AUCs of 0.593, 0.558, and 0.589, respectively. Conclusion: In hypertensive patients, inflammatory indices, especially AISI, show a strong association with MAFLD, indicating their potential utility in risk stratification within clinical settings. Further research is needed to evaluate the effectiveness of these markers in the management of MAFLD.


  • Open Access

    Serum Uric Acid and Bone Health in Middle-Aged and Elderly Hypertensive Patients: A Potential U-Shaped Association and Implications for Future Fracture Risk

    by Shuaiwei Song, Xintian Cai, Junli Hu, Qing Zhu, Di Shen, Huimin Ma, Yingying Zhang, Rui Ma, Pan Zhou, Wenbo Yang, et al.

    Background: The influence of serum uric acid (SUA) on bone metabolism, as suggested by previous studies, remains a contentious issue. SUA plays a complex role in bone health and hypertension, making it challenging to discern its impact on the skeletal status of middle-aged and elderly hypertensive patients. This study aims to elucidate the effects of SUA on bone health, with a particular focus on its association with osteoporosis and the risk of fractures. Methods: Multiple linear regression analyzed SUA levels against bone mineral density (BMD) and future fracture risk. Additionally, multivariate logistic regression was used to examine the association between SUA and osteoporosis. Dose–response relationship analysis was conducted using generalized smooth curve fitting (GSCF) and restricted cubic spline (RCS) methods. Results: With the exception of the total femur region, SUA and BMD showed a positive connection. GSCF analysis revealed an inverted U-shaped relationship between SUA and BMD, alongside a U-shaped trend with FRAX scores. Moreover, RCS analysis indicated a U-shaped relationship between osteoporosis risk and SUA levels, with higher risks identified in the first and third tertiles compared to the second tertile. Conclusions: In individuals with middle-aged and older hypertension, SUA is substantially linked to bone health. The identification of an inverted U-shaped relationship with BMD and U-shaped relationships with FRAX scores and osteoporosis risk highlights the nuanced influence of SUA. These findings suggest that both low and high SUA levels may adversely affect bone health, emphasizing the need for further research.


  • Open Access

    Association between weight-adjusted waist index with incident stroke in the elderly with hypertension: a cohort study

    by Junli Hu, Xintian Cai, Shuaiwei Song, Qing Zhu, Di Shen, Wenbo Yang, Jing Hong, Qin Luo, Nanfang Li

    The objective of this study was to ascertain the relationship between the weight-adjusted waist index (WWI) and the risk of stroke in an elderly hypertensive population, a relationship that has not been previously elucidated. The Cox regression model was employed to assess the correlation between baseline WWI measurements and the incidence of stroke. To further elucidate the shape of the association between baseline WWI and stroke, restricted cubic splines were employed. Furthermore, subgroup analyses and interaction tests were carried out to investigate potential heterogeneities. Our study cohort comprised 4962 hypertensive individuals aged 60 years or older with no prior history of stroke. Over a median follow-up of 3.2 years, we found 547 new-onset stroke cases. After adjusting for confounding variables, the Cox regression analysis revealed a positive association between baseline WWI and the risk of stroke, with hazard ratios (HRs) escalating progressively as WWI values increased. When compared to the lowest quartile of WWI, the highest quartile demonstrated an HR of 1.87 (95% CI, 1.44–2.42) for stroke. Subgroup analyses confirmed the consistency of this relationship across different demographic and clinical strata. The study findings indicate that an elevated WWI is significantly related with a higher risk of new-onset stroke among elderly patients with hypertension. These results underscore the importance of WWI as a potential risk stratification tool. To confirm these results and explore the causal mechanisms behind the observed correlation, more study is necessary.


  • Open Access

    Associating plasma aldosterone concentration with the prevalence of MAFLD in hypertensive patients: insights from a large-scale cross-sectional study

    by Di Shen, Xintian Cai, Junli Hu, Shuaiwei Song, Qing Zhu, Huimin Ma, Yingying Zhang, Rui Ma, Pan Zhou, Wenbo Yang, et al.

    Objective: To explore the link between plasma aldosterone concentration (PAC) and the prevalence of metabolic dysfunction-related fatty liver disease (MAFLD) in hypertensive patients.Methods: We analyzed data from 41,131 hospitalized patients from January 1, 2014, to December 31, 2023. Multivariate logistic regression models tested associations, with threshold, subgroup, and sensitivity analyses conducted to validate findings.Results: For each 5-unit increase in PAC, the risk of MAFLD rose by 1.57 times, consistent even in the fully adjusted model. The odds ratios for the Q2, Q3, and Q4 groups compared to Q1 were 1.21, 2.12, and 3.14, respectively. A threshold effect was observed at 14 ng/dL, with subgroup and sensitivity analyses supporting these results.Conclusions: This study reveals a significant positive association between elevated PAC levels and the prevalence of MAFLD in hypertensive patients. These findings underscore the imperative for further large-scale, prospective studies to validate and expand upon this correlation.