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result(s) for
"Huo, Rong-Rui"
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Interacting and joint effects of triglyceride-glucose index (TyG) and body mass index on stroke risk and the mediating role of TyG in middle-aged and older Chinese adults: a nationwide prospective cohort study
2024
Background
Individuals who are overweight or obese often develop insulin resistance, mediation of the association between body mass index (BMI) and stroke risk through the triglyceride-glucose index (TyG) seems plausible but has not been investigated. This study aims to examine whether TyG mediates associations of BMI with stroke risk and the extent of interaction or joint relations of TyG and BMI with stroke outcome.
Methods
The China Health and Retirement Longitudinal Study, initiated in 2011, is a nationally representative, ongoing prospective cohort study involving 8 231 middle-aged and older Chinese adults without a stroke history at baseline. Exposures examined include BMI and the TyG, the latter being the logarithmized product of fasting triglyceride and glucose concentrations. The primary study outcome is stroke incidence, as determined through self-reports, with a follow-up period extending from June 1, 2011, to June 30, 2018.
Results
Of the 8 231 participants, 3 815 (46.3%) were men; mean (SD) age was 59.23 (9.32) years. During a median follow-up of 7.1 years, 585 (7.1%) participants developed stroke. The TyG was found to mediate the association between BMI and incident stroke, proportions mediated were 16.3% for BMI in the 24.0–27.9 kg/m
2
group and 53.8% for BMI ≥ 28.0 kg/m
2
group. No significant multiplicative and additive interactions were found between BMI and TyG on incident stroke (Additive: RERI = 1.78, 95% CI − 1.29–4.86; Multiplicative, HR = 1.40, 95% CI 0.86–2.27). HRs for individuals with BMI ≥ 28.0 kg/m
2
and quartile 4 of TyG compared with those with BMI < 24.0 kg/m
2
and quartile 1 of TyG were 2.05 (95% CI 1.37–3.06) for incident stroke. Combining BMI and TyG enhanced predictive performance for stroke when compared to their individual (AUC
BMI+TyG
vs
AUC
BMI
vs
AUC
TyG
, 0.602
vs
0.581
vs
0.583).
Conclusions
TyG appeared to be associated with stroke risk and mediates more than 50% of the total association between BMI and stroke in middle-aged and older Chinese adults. Public health efforts aiming at the reduction of body weight might decrease the stroke risk due to insulin resistance and the burden of stroke.
Journal Article
Changes in the triglyceride glucose-body mass index estimate the risk of stroke in middle-aged and older Chinese adults: a nationwide prospective cohort study
2023
Background
Stroke was reported to be highly correlated with the triglyceride glucose-body mass index (TyG-BMI). Nevertheless, literature exploring the association between changes in the TyG-BMI and stroke incidence is scant, with most studies focusing on individual values of the TyG-BMI. We aimed to investigate whether changes in the TyG-BMI were associated with stroke incidence.
Methods
Data were obtained from the China Health and Retirement Longitudinal Study (CHARLS), which is an ongoing nationally representative prospective cohort study. The exposures were changes in the TyG-BMI and cumulative TyG-BMI from 2012 to 2015. Changes in the TyG-BMI were classified using K-means clustering analysis, and the cumulative TyG-BMI was calculated as follows: (TyG-BMI
2012
+ TyG-BMI
2015
)/2 × time (2015–2012). Logistic regressions were used to determine the association between different TyG-BMI change classes and stroke incidence. Meanwhile, restricted cubic spline regression was applied to examine the potential nonlinear association of the cumulative TyG-BMI and stroke incidence. Weighted quantile sum regression was used to provide a comprehensive explanation of the TyG-BMI by calculating the weights of FBG, triglyceride-glucose (TG), and BMI.
Results
Of the 4583 participants (mean [SD] age at baseline, 58.68 [9.51] years), 2026 (44.9%) were men. During the 3 years of follow-up, 277 (6.0%) incident stroke cases were identified. After adjusting for potential confounders, compared to the participants with a consistently low TyG-BMI, the OR for a moderate TyG-BMI with a slow rising trend was 1.01 (95% CI 0.65–1.57), the OR for a high TyG-BMI with a slow rising trend was 1.62 (95% CI 1.11–2.32), and the OR for the highest TyG-BMI with a slow declining trend was 1.71 (95% CI 1.01–2.89). The association between the cumulative TyG-BMI and stroke risk was nonlinear (P
association
= 0.017; P
nonlinearity
= 0.012). TG emerged as the primary contributor when the weights were assigned to the constituent elements of the TyG-BMI (weight
2012
= 0.466; weight
2015
= 0.530).
Conclusions
Substantial changes in the TyG-BMI are independently associated with the risk of stroke in middle-aged and older adults. Monitoring long-term changes in the TyG-BMI may assist with the early identification of individuals at high risk of stroke.
Journal Article
Atherogenic index of plasma and obesity-related risk of stroke in middle-aged and older Chinese adults: a national prospective cohort study
by
Huo, Rong-Rui
,
Zhai, Lu
,
Zuo, Yan-Li
in
Adults
,
Arteriosclerosis
,
Atherogenic index of plasma
2024
Backgroud
The association between the atherogenic index of plasma (AIP) and stroke risk is uncertain. Overweight and obese individuals frequently develop atherosclerosis, suggesting AIP may mediate the relationship between body mass index (BMI) and stroke risk. This study investigates whether AIP mediates the BMI-stroke association and evaluates the interaction effects of AIP and BMI on stroke risk in middle-aged and older Chinese adults.
Method
This study analyzes data from the China Health and Retirement Longitudinal Study (CHARLS), an ongoing nationally representative prospective cohort study that began in 2011. It includes 8 598 middle-aged and older Chinese adults without stroke at baseline. A mediation analysis, employing a novel two-stage regression method, was conducted to evaluate the indirect effect of BMI on stroke through AIP.
Results
During a median follow-up of 7.1 years, 615 (7.2%) participants developed a stroke. After adjusting for confounders, AIP was significantly associated with stroke risk (hazard ratio [HR] per 1-SD increase, 1.24; 95% CI 1.14–1.35). Mediation analysis indicated that compared to normal weight, obesity similarly raised stroke risk by 78.0% (HR 1.78, 95% CI 1.40–2.27), with 29.67% (95% CI 14.27–45.08%) of the association mediated through AIP (HR 1.15, 95% CI 1.08–1.23). No significant multiplicative or additive interactions were observed between BMI and AIP on stroke.
Conclusions
This study found that the AIP appeared to be associated with stroke risk and mediates the association between obesity and stroke among middle-aged and older Chinese adults.
Journal Article
Adjuvant immune checkpoint inhibitors associated with higher recurrence-free survival in postoperative hepatocellular carcinoma (PREVENT): a prospective, multicentric cohort study
by
Huang, Shan
,
Liang, Xiu-Mei
,
Ma, Liang
in
Adverse events
,
Hepatocellular carcinoma
,
Immune checkpoint inhibitors
2023
BackgroundAdjuvant therapy may improve survival of patients with hepatocellular carcinoma (HCC) after curative resection. This study compared safety and efficacy outcomes between patients at high risk of recurrence who received different types of adjuvant therapy or no such therapy after hepatic resection for HCC.MethodsRecurrence-free survival (RFS), overall survival, and adverse events were compared among patients who received adjuvant immune checkpoint inhibitors (ICIs) alone, ICIs with tyrosine kinase inhibitors (TKIs), or no adjuvant therapy between 13 March 2019 and 19 March 2022. This study was registered on ClinicalTrials.gov (NCT05221398).ResultsOf the 517 patients in final analysis, 432 (83.6%) received no adjuvant therapy, 53 (10.2%) received ICIs alone, and 32 (6.2%) received adjuvant ICIs and TKIs. During median follow-up of 34.0 months (IQR 27.8 to 41.6 months), RFS was significantly longer among patients who received either type of adjuvant therapy (25.2 months, 95%CI 16.4–34.0) than among those who received none (16.1 months, 95%CI 12.9–19.4), and this difference remained significant after propensity score matching (HR 0.52, 95%CI 0.35–0.76, P = 0.004). Overall survival was unaffected by either type of adjuvant therapy, while significant difference was observed between patients who received adjuvant therapy or not after propensity score matching (HR 0.31, 95%CI 0.17–0.59, P = 0.005). The rate of grade 3 or 4 adverse events was similar between the two types of adjuvant therapy.ConclusionsICIs alone or with TKIs may improve RFS of patients at high risk of HCC recurrence after curative resection.
Journal Article
Dynamics trajectory of patient-reported quality of life and its associated risk factors among hepatocellular carcinoma patients receiving immune checkpoint inhibitors: a prospective cohort study
2024
We aimed to characterize quality of life (QOL) trajectories among patients with intermediate and advanced hepatocellular carcinoma patients treated with immunotherapy.
Barcelona Clinic Liver Cancer (BCLC) stage B-C HCC patients receiving immunotherapy at Guangxi Medical University Cancer Hospital were included. Trajectories of QOL, assessed using the Functional Assessment of Cancer Therapy-Hepatobiliary (FACT-Hep) questionnaire, were identified through iterative estimations of group-based trajectory models. Associations with trajectory group membership were analyzed using multivariable multinomial logistic regression.
Three trajectory groups were identified (n=156): excellent (35.3%), poor (43.6%), and deteriorating (21.1%) QOL. The deteriorating trajectory group reported a mean QOL score of 124.79 (95% CI, 116.58-133.00), but then declined significantly at month-2 (estimated QOL score 98.67 [95% CI, 84.33-113.00]), and the lowest mean score is reached at month-6 (estimated QOL score 16.58 [95% CI, 0-46.07]). Factors associated with membership to the deteriorating group included no drinking (odds ratio [OR]
yes [95% CI], 3.70 [1.28-11.11]), no received radiotherapy (OR
yes [95% CI], 8.33 [1.41-50.00]), diabetes (OR
no [95% CI], 6.83 [1.57-29.73]), and extrahepatic metastasis (OR
no [95% CI], 3.08 [1.07-8.87]). Factors associated with membership to the poor group also included body mass index ≤24.0 kg/m
(OR vs no [95% CI], 4.49 [1.65-12.22]).
This latent-class analysis identified a high-risk cluster of patients with severe, persistent post-immunotherapy QOL deterioration. Screening relevant patient-level characteristics may inform tailored interventions to mitigate the detrimental impact of immunotherapy and preserve QOL.
Journal Article
Joint associations of pre-diabetes, pre-hypertension, and pre-dyslipidemia with cardiovascular and metabolic disease progression
by
Liu, Yu-Hua
,
Ma, Cui
,
Huo, Rong-Rui
in
Blood pressure
,
Body mass index
,
Cardiovascular disease
2025
Background
Pre-diabetes, pre-hypertension, and pre-dyslipidemia are early metabolic abnormalities associated with cardiovascular disease (CVD), but their joint effects on CVD and metabolic disease progression remain unclear. This study examines their joint associations and interactions on CVD and progression to diabetes, hypertension, and dyslipidemia in Chinese adults aged ≥ 45 years.
Methods
A prospective cohort of 3405 adults (mean age 57.07 years, 49.9% women) from the China Health and Retirement Longitudinal Study (CHARLS) was analyzed. Pre-diabetes, pre-hypertension, and pre-dyslipidemia were defined as elevated but subclinical thresholds for blood pressure, glucose, and lipids. Cox model was used to assess associations between the number of pre-disease risk factors (0–3) and incident CVD or progression to diabetes, hypertension, and dyslipidemia. Additive/multiplicative interactions were conducted.
Results
At baseline, 24.8%, 38.7%, 28.3%, and 8.2% had 0, 1, 2, and 3 pre-disease factors, respectively. Over 7.1 years, 527 CVD cases occurred. Cumulative pre-disease factors were associated with higher CVD risk: HRs for 1, 2, and 3 factors were 1.33 (95% CI 1.04–1.69), 1.37 (1.14–1.89), and 1.55 (1.11–2.16), respectively. Each additional factor was associated with a 16% higher CVD risk (HR = 1.16, 95% CI 1.06–1.27). Significant additive and multiplicative interactions were observed between pairs of pre-disease factors, with combined risks for CVD exceeding those expected from individual effects (all P < 0.05). Each additional factor was also associated with 44%, 48%, and 18% higher risks of diabetes (HR = 1.44, 95% CI, 1.29–1.62), hypertension (HR = 1.48, 95% CI 1.38–1.58), and dyslipidemia (HR = 1.18, 95% CI 1.11–1.27).
Conclusions
Coexisting pre-diabetes, pre-hypertension, and pre-dyslipidemia jointly increase CVD risk and accelerate metabolic disease progression among Chinese adults aged ≥ 45 years. These findings support early, integrated interventions to mitigate CVD risk in individuals with subclinical metabolic abnormalities.
Graphical abstract
Journal Article
Survival Benefit of Hepatectomy after Complete or Partial Response to Conversion Therapy in Unresectable Hepatocellular Carcinoma (GUIDANCE003): A Multicenter Study
2025
Uncertainty exists regarding whether hepatectomy enhances the prognosis for initially unresectable hepatocellular carcinoma (HCC) that becomes resectable subsequent to conversion therapy. This study conducted a comparative analysis of survival rates between patients who underwent hepatectomy and those who did not, following complete or partial response to conversion therapy.
This retrospective study examined 300 patients with HCC who underwent hepatectomy following conversion therapy, along with 265 nonsurgical control subjects (215 receiving locoregional/systemic therapy and 50 under active surveillance) across 20 Chinese medical centers from 2019 to 2023. The primary outcomes assessed included overall survival (OS), event-free survival (EFS), recurrence-free survival, and the rate of complete pathological response.
Hepatectomy was associated with significantly better OS than locoregional or systemic therapy or active surveillance (the 3-year OS rates were 79.9% and 58.5%, respectively,
< 0.001) but comparable EFS (median: 40.6 vs 33.4 months,
= 0.403). These results were confirmed after analyzing subgroups matched to each other based on propensity scoring. Among patients who underwent hepatectomy, those who responded completely to conversion therapy showed significantly better OS than those who responded partially (HR: 0.40, 95% CI: 0.21-0.75) as well as significantly better EFS (HR: 0.45, 95% CI: 0.29-0.70). Among patients who did not undergo hepatectomy, OS and EFS were comparable between those who responded partially and those who responded completely to conversion therapy. Additionally, locoregional or systemic therapy showed significantly better results in terms of OS and EFS compared to active surveillance. Of the patients who underwent hepatectomy, 116 (38.7%) showed complete pathological response. In patients underwent hepatectomy, those who experienced complete pathological response showed significantly better OS than those who did not (HR: 0.34, 95% CI: 0.18-0.65) as well as significantly better recurrence-free survival (HR: 0.38, 95% CI: 0.25-0.59).
Hepatectomy can provide a significant OS benefit to patients with initially unresectable HCC that responds partially or completely to conversion therapy.
Journal Article
Associations of tumor-related psychiatric symptoms and healthy behaviors with dynamic quality of life after hepatocellular carcinoma hepatectomy
2024
Objective
To assess the independent and combined associations of tumor-related psychiatric symptoms (TRPS) with dynamic health-related quality of life (HRQL) in patients with hepatocellular carcinoma (HCC) after hepatectomy and to identify related patterns of health behaviors.
Methods
This prospective study included patients with HCC who underwent hepatectomy between September 2021 and May 2022. Independent and combined associations between TRPS and HRQL were identified by generalized linear model and weighted quantile sum model, respectively. Trajectories of HRQL were identified by latent class mixed model.
Results
Among the 205 patients, 174 (84.9%) were male. For the outcome of HRQL at 6 months: Anxiety, depression, fatigue, and sleep disorder were independently associated with a decrease of HRQL (all
P
< 0.05). A negative combined effect of TRPS was also found (
β
= − 5.07, 95% CI, − 10.01 to − 0.13), with depression emerged as the predominant contributor (49%). The health behaviors of body mass index, smoking, drinking, or physical exercise were not significantly modified the associations between combined TRPS and HRQL (all
P
> 0.05 for interaction). Similar results were also found for the HRQL at baseline and at 1 and 3 months. Three HRQL trajectory groups were identified: recover (44.9%), poor (44.4%), and deteriorating (10.7%). Deteriorating group was associated with higher incidence of TRPS (all
P
< 0.05).
Conclusions
TRPS were associated with a decrease of HRQL regardless of healthy behaviors in HCC patients. Therefore, healthy behaviors promotion alone might not substantially increase HRQL associated with TRPS, and other measures tackling TRPS are warranted.
Journal Article
Association between polymorphisms in MicroRNA target sites of RAD51D genes and risk of hepatocellular carcinoma
2019
RAD51D (RAD51L3) is a member of the RAD51 gene family which plays important roles in maintaining genomic stability and preventing DNA damage. This study is aimed to investigate the associations between RAD51D polymorphisms and the hereditary susceptibility of hepatocellular carcinoma (HCC). In this study we conducted a hospital–based case‐control study including 805 cases (HCC patients) and 846 controls (nontumor patients) in Guangxi, China. A total of two Single–nucleotide polymorphisms (SNPs) rs12947947 and rs28363292 of RAD51D were selected and genotyped. Although we did not find two SNPs individually that had any significant main effect on risk of HCC, We found that the combined genotypes with 1‐2 risk genotypes were associated with significantly increased overall risk of HCC (OR = 1.462, 95% CI = 1.050‐2.036). According to the results of further stratification analysis, GT/GG genotype of rs28363292 increased HCC risk in zhuang people (OR = 3.913, 95% CI = 1.873‐8.175) and nonhepatitis B virus (HBV) infection population (OR = 1.774, 95% CI = 1.060‐2.969), the combined 1‐2 risk genotypes increased the risk of HCC in zhuang people (OR = 2.817, 95% CI = 1.532‐5.182) and non‐HBV infected population (OR = 1.567, 95% CI = 1.042‐2.358). Our results suggest that rs12947947 and rs28363292 polymorphisms may jointly contribute to the risk of HCC. Further large studies and functional studies are required to validate our findings.
Journal Article
Association between LKB1 expression and prognosis of patients with solid tumours: an updated systematic review and meta-analysis
by
Ren, Yun Hong
,
Li, Qiu Qin
,
Zhao, Xin Hua
in
Cell cycle
,
Evidence-based medicine
,
Gastric cancer
2019
ObjectivesLiver kinase B1 (LKB1) is considered a tumour suppressor that can control cell growth and metabolism. Whether LKB1 expression levels are related to clinicopathology and prognosis is controversial. This review aimed to quantitatively examine the latest evidence on this question.DesignAn updated systematic review and meta-analysis on the association between LKB1 expression and prognosis of patients with solid tumours were performed.Data sourcesEligible studies were identified through literature searches from database establishment until 15 June 2018 in the following databases: Embase, PubMed, Web of Science, Cochrane Library, China National Knowledge Infrastructure and Wan Fang databases.Eligibility criteriaThe association between LKB1 expression and clinicopathological characteristics, overall survival (OS), disease-free survival (DFS) and relapse-free survival (RFS) of patients with solid tumours were reported. Sufficient data were available to calculate the OR or HR and 95% CI.Data extraction and synthesisRelevant data were meta-analysed for OS, DFS, RFS and various clinical parameters.ResultsThe systematic review included 25 studies containing 6012 patients with solid tumours. Compared with patients with high LKB1 expression, patients with low expression showed significantly shorter OS in univariate analysis (HR=1.63, 95% CI 1.35 to 1.97, p<0.01) and multivariate analysis (HR=1.61, 95% CI 1.26 to 2.06, p<0.01). In contrast, the two groups showed similar DFS in univariate analysis (HR=1.49, 95% CI 0.73 to 3.01, p=0.27) as well as similar RFS in univariate analysis (HR=1.44, 95% CI 0.65 to 3.17, p=0.37) and multivariate analysis (HR=1.02, 95% CI 0.42 to 2.47, p=0.97). Patients with low LKB1 expression showed significantly worse tumour differentiation (OR=1.71, 95% CI 1.14 to 2.55, p<0.01), larger tumours (OR=1.68, 95% CI 1.24 to 2.27, p<0.01), earlier lymph node metastasis (OR=1.43, 95% CI 1.26 to 1.62, p<0.01) and more advanced tumour, node, metastases (TNM) stage (OR=1.80, 95% CI 1.56 to 2.07, p<0.01).ConclusionLow LKB1 expression predicts shorter OS, worse tumour differentiation, larger tumours, earlier lymph node metastasis and more advanced TNM stage. Low LKB1 expression may be a useful biomarker of poor clinicopathology and prognosis.
Journal Article