Chinese Cohort Study Research Articles

The association between handgrip strength and metabolic syndrome: A large prospective Chinese cohort study

ObjectivesMany studies have explored the association between handgrip strength and metabolic syndrome; however, the findings are inconsistent due to the different types of indicators used to assess handgrip strength (absolute vs. relative handgrip strength). This prospective cohort study aimed to simultaneously investigate the associations of both absolute and relative handgrip strength with metabolic syndrome, and to compare the predictive abilities of these two measures among Chinese adults. MethodsCox proportional hazards regression models were used to analyze 15,820 participants (49.7 % men) living in Tianjin, China. Handgrip strength was measured using a handheld dynamometer. Relative handgrip strength was normalized to body weight (kg). ResultsDuring the 6-year follow-up, there were 3385 incident cases of metabolic syndrome. The fully adjusted hazards ratios (95 % confidence interval) of the incidence of metabolic syndrome for increasing quartiles of relative handgrip strength were: 1.000 (reference), 0.871(0.780, 0.973), 0.675(0.602, 0.757), 0.454(0.401, 0.513) in men and 1.000 (reference), 0.830(0.714, 0.966), 0.561(0.471, 0.668), and 0.369(0.301, 0.452) in women (both P for trend <0.0001). The optimal cut-off of relative handgrip strength to predict incident metabolic syndrome was 0.563 kg/kg in men (sensitivity = 64.3 %, specificity = 55.6 %) and 0.436 kg/kg in women (sensitivity = 57.0 %, specificity = 69.3 %). ConclusionsThis large cohort study showed that higher relative handgrip strength, but not absolute handgrip strength, was associated with a lower risk of metabolic syndrome. Although handgrip strength may not be highly sensitive in screening for metabolic syndrome, it remains a valuable predictive tool due to its convenience, ease of measurement, and cost-effectiveness.

Incidence and risk factors of Post-intensive care syndrome (PICS) in surgical ICU survivors: a prospective Chinese cohort study

BackgroundPost-intensive care syndrome (PICS) is a term coined by the Society of Critical Care Medicine to describe the psychological, cognitive, and physical dysfunction that ICU survivors may experience. Although surgical patients represent a substantial proportion of ICU survivors, studies describing PICS in this specific population remain limited. This study aims to determine the incidence and independent risk factors associated with PICS among surgical ICU survivors in a Chinese cohort.MethodsThe study was a prospective cohort study of critically ill surgical patients who were discharged from the ICU at the First Affiliated Hospital of Sun Yat-sen University between August 2021 and June 2022. Demographic characteristics, disease-related information, and ICU treatment were collected, and enrolled participants were followed up within six months after ICU discharge. The Chinese version of the Medical Outcomes Study 36-item Short-Form Health Survey (SF-36) and the Short Memory Questionnaire (SMQ) were used to assess PICS. The physical component summary (PCS) and the mental component summary (MCS) were averaged from the corresponding four-dimension scores in the SF-36. PICS diagnosis was determined based on the presence of at least one of the following: physiological dysfunction (defined as PCS reductions greater than 10), psychological dysfunction (defined as MCS reductions greater than 10), or cognitive dysfunction (defined as SMQ reductions and scores less than 40 at six months). PICS diagnosis was based on the presence of at least one of the following: physiological, psychological, or cognitive dysfunction.ResultsA total of 565 patients were screened in this study, and 83 were enrolled after applying the inclusion and exclusion criteria. Overall, 65 surgical ICU survivors developed PICS within six months, with an incidence rate of 78.3%. The prevalences were 55.4% and 27.7% at the end of 3 and 6 months after ICU discharge, respectively. Univariate analysis showed that there was a correlation between the occurrence of PICS and the total bilirubin and creatinine levels at ICU admission, APACHE II score, ICU length of stay, and the presence of dialysis (P < 0.05). ICU length of stay was identified as an independent risk factor for the occurrence of PICS in surgical ICU survivors after adjusting for confounders.ConclusionThe overall PICS incidence in surgical ICU survivors was 78.3%, with prevalence gradually decreasing over time to 27.7% within 6 months. For surgical survivors requiring ICU care, the longer the ICU stay, the more likely to develop PICS.Implications for clinical practiceThe findings offer valuable insights into the incidence and risk factors of PICS in surgical ICU survivors, which can help healthcare professionals identify surgical cases at high risk of developing PICS and tailor the treatment effectively.

Why do patients with pheochromocytomas/paragangliomas exhibit significantly inconsistent elevation of catecholamines and their metabolites? a large Chinese cohort study.

Inconsistent elevation of catecholamines (CAs) and metanephrines (MNs) was observed in pheochromocytomas/paragangliomas (PPGLs). This study aimed to explore its potential causes and report the diagnostic efficacy of MNs and CAs in a large Chinese PPGL cohort. Clinical data and results of hormone tests were retrospectively collected. The sensitivity of plasma MNs and 24h-urinary CAs was analyzed. Clinical characteristics were compared between patients with positive and negative biochemical results, and among those with inconsistent elevation of MNs and CAs. Seven hundred and three patients were included, with a median onset age of 41.0 years. Plasma MNs (93% ~ 99%) showed prior diagnostic sensitivity to 24h-urinary CAs (74% ~ 89%). Patients with negative biochemical results presented as a smaller tumor (1.7 cm vs. 4.3 cm, P = 0.001), a higher proportion of normal blood pressure (60.0% vs. 20.5%, P = 0.002) and negative 131I-meta-iodobenzylguanidine (131I-MIBG) imaging (55.6% vs. 17.3%, P = 0.012). An earlier age of onset (40.0 vs. 41.0 vs. 44.5 years, P = 0.025), a higher proportion of paroxysmal hypertension (36.5% vs. 29.2% vs. 32.2%, P = 0.005) and the Epinephrine secretion type (79.3% vs. 37.7% vs. 48.0%, P < 0.001) were found in patients with the ratio of MNs/CAs elevation multiples <0.5 than those with the ratio between 0.5 and 2 or >2. Plasma MNs exhibited a superior sensitivity than 24-h-urinary CAs in the Chinese PPGL diagnosis. Patients with a small tumor, normal blood pressure and negative 131I-MIBG imaging were prone to express negative biochemical levels. Additionally, an obvious elevation of 24-h-urinary CAs than plasma MNs was correlated to paroxysmal hypertension and the Epinephrine type.

Association of metabolic score for insulin resistance with progression or regression of prediabetes: evidence from a multicenter Chinese medical examination cohort study.

Few studies have evaluated the changes in blood glucose status in individuals with prediabetes, and this study aimed to analyze the association between metabolic score for insulin resistance (MetS-IR) and the progression or regression of prediabetes. This retrospective cohort study used research data from medical examination institutions under the Rich Healthcare Group in 32 regions across 11 cities in China. Progression of prediabetes to diabetes and regression to normal fasting glucose (NFG) were defined based on glycemic changes during follow-up. The association between MetS-IR and the progression or regression of prediabetes was analyzed using multivariate Cox regression, restricted cubic splines, and piecewise regression models. Data from 15,421 prediabetic subjects were analyzed. Over an average follow-up of 2.96 years, 6,481 individuals (42.03%) returned to NFG, and 2,424 (15.72%) progressed to diabetes. After controlling for confounding factors, an increase in MetS-IR was observed to increase the risk of diabetes onset in the prediabetic population, whereas a decrease in MetS-IR had a protective effect for returning to NFG. Additionally, a nonlinear relationship between MetS-IR and prediabetes regression was observed, with 37.22 identified as the inflection point; prediabetes regression rates were significantly higher before this point and markedly decreased after it. For individuals with prediabetes, an increase in MetS-IR may lead to an increased risk of diabetes; conversely, a decrease in MetS-IR enhances the protective effect for returning to NFG and keeping MetS-IR below 37.22 is significant for the regression of prediabetes.

In-Class Transition (iCT) of Proteasome Inhibitor-Based Therapy Prolongs Progression-Free Survival in High-Risk Myeloma Patients: A Real-World Chinese Cohort Study

In-Class Transition (iCT) of Proteasome Inhibitor-Based Therapy Prolongs Progression-Free Survival in High-Risk Myeloma Patients: A Real-World Chinese Cohort Study

Treatment strategies for limited-stage small cell carcinoma of the esophagus: evidence from a Chinese multicenter cohort study and the American SEER database

Treatment strategies for limited-stage small cell carcinoma of the esophagus: evidence from a Chinese multicenter cohort study and the American SEER database

Association between Brachial-Ankle Pulse Wave Velocity, Obesity-Related Indices, and the 10-Year Incident Risk Score of Atherosclerotic Cardiovascular Disease: The Rural Chinese Cohort Study.

Background and AimsAlthough existing evidence suggests that arterial stiffness and obesity impact cardiovascular health, limited studies have been conducted to explore the association between brachial-ankle pulse wave velocity (baPWV), obesity-related indices, and the risk of atherosclerotic cardiovascular disease (ASCVD). Methods and ResultsThe study participants were among those who completed the baPWV measurement at the second follow-up examination (during 2018-2020) of the Rural Chinese Cohort Study. Logistic regression models were employed to calculate odds ratios (ORs) and 95% confidence intervals (CIs) of the 10-year incident risk score of ASCVD associated with baPWV and obesity-related indices. Mediation analysis was applied to investigate the role of baPWV in the obesity-induced 10-year incident risk score of ASCVD. A total of 1,589 individuals, including 573 men and 1,016 women, were included in the study. In logistic regression analyses, the highest quartile levels of baPWV and obesity-related indices all significantly increased the 10-year incident risk score of ASCVD compared to their corresponding lowest quartiles. The ORs (95%CIs) of ASCVD 10-year incident risk score risk were 4.21(2.55-6.94) for baPWV, 4.43(2.69-7.29) for METS-VF, 7.20(4.09-12.66) for CVAI, 3.38(2.12-5.38) for CI, and 2.40(1.54-3.75) for ABSI. The indirect effect of baPWV accounted for 5.85%, 7.92%, 14.56%, and 5.08% of the total effects for METS-VF, CVAI, CI, and ABSI, respectively. ConclusionThis study found that elevated levels of both baPWV and obesity-related indices were associated with a higher 10-year incident risk score of ASCVD. Additionally, baPWV partially mediated the obesity-related increase in 10-year incident risk score of ASCVD.

Clinical utility of expanded carrier screening in the preconception and prenatal population: A Chinese cohort study

ObjectivesTo evaluate the clinical utility of expanded carrier screening (ECS) in Chinese preconception and prenatal populations, focusing on carrier frequency and the impact on at-risk couples (ARCs). MethodsData from 6,298 Chinese individuals from 4,420 families who underwent a 149-gene ECS panel at a single center were analyzed. The prevalence of positive carriers and ARCs was determined, with follow-up on reproductive decisions and pregnancy outcomes for ARCs. ResultsOf the individuals screened, 2,673 (42.4 %) were carriers of at least one pathogenic or likely pathogenic variant, and 98 (2.22 %) ARCs were identified. GJB2-related deafness and Duchenne muscular dystrophy were the most common autosomal recessive (AR) and X-linked disorders. Screening the top 11 (gene carrier rate [GCR] ≥ 1/100), 22 (GCR ≥ 1/200), and 41 (GCR ≥ 1/331) AR genes could identify 53.5 %, 67.9 %, and 81.3 % of variants, respectively. The corresponding ratios for identified ARCs were 90.4 %, 94.0 %, and 100 %. Follow-up data from 80 ARCs indicated that 75.0 % (60/80) took significant action based on the ECS results. Additionally, four families (3.5 %, 4/115) were identified at risk for a second disease unrelated to their initial family monogenic history. ConclusionsThis study, representing the largest cohort of a moderate-sized ECS panel test in the Chinese population, demonstrates the clinical utility of ECS in both healthy individuals and those with a family history of monogenic disorders. The data obtained provide valuable insights for developing a Chinese-specific ECS panel. Tailored approaches are critical for wider adoption and successful routine application of ECS.

The role of uric acid in the risk of hypertension developed from prehypertension: a five-year Chinese urban cohort study

BackgroundUric acid as a prominent causal factor in the pathogenesis of hypertension is well recognized. Nevertheless, the influence of uric acid on the transition from prehypertension to hypertension within the Chinese population remains understudied.MethodsA cohort of 1,516 prehypertensive individuals, aged 35 to 84 years, underwent recruitment following a comprehensive health assessment in 2017 and subsequent re-evaluation in 2022. Baseline characteristics and relevant clinical data were collected. The analytical approach encompassed multiple logistic regression and propensity score matching.ResultsOver 5 years, the cumulative incidence of hypertension amounted to 35.1%, with 33.9% in males and 37.3% in females, respectively. Notably, prehypertensive subjects concomitant with hyperuricemia exhibited a higher cumulative incidence of hypertension in comparison to the non-hyperuricemic counterparts (40.7% vs. 34.0%, p = 0.041). Multiple logistic regression unveiled a significant association between hyperuricemia and heightened hypertension risk (adjusted odds ratio [OR] = 1.44; 95% confidence interval [CI], 1.05–1.98; p = 0.022). Nonetheless, this association did not reach statistical significance when examining female subjects (adjusted OR = 1.10; 95% CI, 0.58–2.09; p = 0.781) or participants aged ≥ 60 years (adjusted OR = 1.07; 95% CI, 0.61–1.88; p = 0.814). Further validation through propensity score matching affirmed that subjects afflicted by hyperuricemia experienced a substantially elevated risk of transitioning from prehypertension to hypertension over the course of five years compared with the non-hyperuricemic counterparts (41.3% vs. 32.3%, p = 0.045), after adjusting for 12 covariates including age and gender. Hyperuricemia emerged as an independent risk factor predisposing individuals to the development of hypertension from a prehypertensive state.ConclusionThis observation prompted the formulation of a hypothesis suggesting that ameliorating elevated uric acid levels may potentially mitigate the progression from prehypertension to hypertension.

Global Leadership Initiative in Sarcopenia (GLIS)–defined sarcopenia increases the mortality of esophageal cancer patients after esophagectomy: A Chinese real-world cohort study

ObjectivesTo assess the impact of the definition of the Global Leadership Initiative in Sarcopenia (GLIS) on mortality in esophageal cancer (EC) patients, postesophagectomy, within a Chinese cohort and to validate the effectiveness of a new GLIS framework in oncology. MethodsWe performed an observational real-world cohort study in a single center at Daping Hospital of the Army Medical University in China, spanning from December 2014 to July 2022. We used the combined definition of muscle mass and muscle strength in a new GLIS framework for the diagnosis of sarcopenia. Potential covariates were identified through univariate and multivariate analyses. The association between GLIS-defined sarcopenia and mortality was estimated using Kaplan–Meier curves and Cox models. We also conducted stratified analyses to assess the stability of multivariable Cox models. ResultsA total of 520 EC patients were included in the study, with a median follow-up of 48.7 months. A total of 229 EC patients (44.0%) were identified with GLIS-defined sarcopenia. Patients with GLIS-defined sarcopenia had significantly worse overall survival in Kaplan–Meier curves (log-rank P = 0.015). Age; sex; tumor, node, metastasis stage; blood glucose; bleeding volume in operation; and operating time were introduced as covariates in a fully adjusted Cox model. Multivariable-adjusted Cox models revealed that GLIS-defined sarcopenia was an independent prognostic factor for EC patients postesophagectomy (hazard ratio, 1.87, 95% confidence interval, 1.28–2.74, P = 0.001). Stratified analyses confirmed the stability of the relationship between GLIS-defined sarcopenia and mortality in EC patients. ConclusionsGLIS-defined sarcopenia is prevalent among Chinese EC patients and is linked to increased mortality risk postesophagectomy. This finding offers compelling evidence and serves as a valuable reference for the establishment of an operational definition of GLIS sarcopenia.

Higher sweet beverage consumption was associated with increased gestational weight gain and birth weight: A Chinese cohort study

Diet during pregnancy is crucial to maternal metabolism and fetal development, so exploring the most potent food risk factor could improve maternal and child health. In this study, we investigated the diet and lifestyle of 833 healthy pregnant women in the second trimester from November 2020 to August 2021. Based on the Tianjin Antenatal Care System in China, we followed up with these women and recorded their gestational weight gain (GWG) and newborn birth weight. We conducted a dietary survey through FFQ based on the food groups recommended by the Chinese Dietary Guidelines and included common ultra-processed foods. We collected 219 semi-quantitative FFQs and 614 self-reported FFQs for analysis. According to the consumption frequency of 12 food groups, 4 dietary patterns were extracted by principal component analysis. We analyzed the associations of food energy, consumption frequency, and dietary patterns with GWG and birth weight, especially GWG in the first and second trimesters (f-GWG). The results showed that f-GWG was positively correlated with food energy. Beverage consumption was associated with f-GWG (r = 0.288, P = .026) in obese pregnant women. A dietary pattern that favors high consumption of ultra-processed foods (fried foods, baked desserts, and sweet beverages) was associated with increased GWGs. Non-obesity women with high consumption of baked desserts and sweet beverages had higher GWGs (P < .05). After adjusting for confounding factors (including total energy, physical activity, and sleep quality), only sweet beverage consumption was associated with f-GWG (β 0.498, 95%CI 0.153-0.843) and birth weight (β 0.124, 95%CI 0.009-0.240). Sweet beverage consumption is a key adjustable risk factor for prenatal care.

Indigenized Characterization Factors for Health Damage Due to Ambient PM2.5 in Life Cycle Impact Assessment in China.

Life cycle assessment (LCA) is a broadly used method for quantifying environmental impacts, and life cycle impact assessment (LCIA) is an important step as well as a major source of uncertainties in LCA. Characterization factors (CFs) are pivotal elements in LCIA models. In China, the health loss due to ambient PM2.5 is an important aspect of LCIA results, which, however, is generally assessed by adopting CFs developed by global models and there remains a need to integrate localized considerations and the latest information for more precise applications in China. In this study, we developed indigenized CFs for LCIA of health damage due to ambient PM2.5 in China by coupling the atmospheric chemical transport model GEOS-Chem, exposure-response model GEMM containing Chinese cohort studies, and the latest local data. Results show that CFs of four major PM2.5 precursors all exhibit significant interregional variation and monthly differences in China. Our results were generally an order of magnitude higher and show disparate spatial distribution compared to CFs currently in use, suggesting that the health damage due to ambient PM2.5 was underestimated in LCIA in China, and indigenized CFs need to be adopted for more accurate results in LCIA and LCA studies.

Different types and numbers metabolic abnormalities and risk of gallbladder stone disease in adults.

Metabolic abnormalities in the body increase the risk of gallbladder stones and their complications, which brings a great economic and social burden. The relationship between different types and amounts of metabolic abnormalities and gallstone risk in different sexes is poorly documented and controversial. Based on the baseline survey data of the Chinese Multi-Ethnic Cohort (CMEC) study, 4,075 Chinese adults aged 30-79 years with complete abdominal ultrasound results and metabolic index data. Logistic regression model was used to evaluate the correlation between five metabolic abnormalities and gallstones, and to explore the gender difference. The detection rate of gallbladder stones was found to be 7.0%, with a higher rate in women (8.6%) than in men (4.1%). Logistic results showed adjustment odds ratio (ORs) and 95% confidence interval (95% CI) of dysglycemia + hypertension + central obesity in 3 metabolic combinations was 4.459 (1.653, 12.029). The four metabolic combinations, dysglycemia + dyslipidemia + hypertension + central obesity, dysglycemia + dyslipidemia + hypertension + abnormal blood uric acid and dysglycemia + dyslipidemia + central obesity + abnormal blood uric acid adjusted OR and 95%CI were 3.342 (1.459, 7.659), 5.439 (1.555, 19.018) and 2.971 (1.187, 7.435), respectively. Gender-stratified analysis found that "any three or more metabolic abnormalities and their components were associated with gallstone risk, more significantly in women. Different types and amounts of five metabolic abnormalities were associated with the risk of gallstone development, and the differences were more significant in women than men.

Development and validation of a prediction model for rebound hyperbilirubinemia: a Chinese neonatal cohort study.

Rebound hyperbilirubinemia (HBB) is still present in as high as 10% of newborn babies. However, the applicability of established prediction models for rebound HBB to Chinese newborns is unclear. This study aimed to establish a model to predict HBB rebound after phototherapy among Chinese neonates. A retrospective cohort study was conducted on 1,035 HBB infants receiving phototherapy. Rebound HBB was defined as total serum bilirubin (TSB) returning to or above the American Academy of Pediatrics (AAP) phototherapy threshold within 72 hours after the end of phototherapy. The predictive effects of previously published two- and three-variable scores were verified. Neonates were randomly assigned in a 6:4 ratio to the training (n=621) group and the testing (n=414) group. All variables in the training set were used to select predictors by least absolute shrinkage and selection operator (LASSO) regression analysis. The internal validation of the prediction model was performed using the testing set. The model's predictive performance was evaluated by area under the curve (AUC), accuracy, sensitivity, and specificity, each with 95% confidence intervals (CIs). Receiver operating characteristic (ROC) and calibration curves were constructed to evaluate the discrimination ability and fitting effect of the prediction model, respectively. Rebound HBB was observed in 210 patients (20.3%). The AUC for the two- and three-variable scores were 0.498 (95% CI: 0.455-0.540) and 0.498 (95% CI: 0.457-0.540), respectively. Predictive factors for the risk of rebound HBB included formula feeding (>3 times/day), standard phototherapy irradiation time, TSB levels and age at termination of phototherapy, neonatal weight, and differences between TSB levels at the phototherapy termination and phototherapy threshold. The prediction model's AUC was 0.935 (95% CI: 0.911-0.958), the sensitivity was 0.880 (95% CI: 0.809-0.950), the specificity was 0.831 (95% CI: 0.790-0.871), and the accuracy was 0.841 (95% CI: 0.805-0.876). The established model performed well in predicting rebound risk among Chinese infants with HBB, which may be beneficial in treating and managing HBB in infants.

Predicting oral and esophageal cancers by one model in a Chinese prospective cohort study

ObjectiveOral and esophageal cancers are both upper gastrointestinal cancers that share a number of risk factors. However, most previous risk prediction models only focused on one of these two types of cancer. There is no single model that could predict both cancers simultaneously. Our objective was to develop a model specifically tailored for oral and esophageal cancers. MethodsFrom 1996 to 2007, a total of 431,460 subjects aged 20 and older without a history of cancer at baseline were included and were monitored for an average duration of 7.3 years in Taiwan, China. A total of 704 cases of oral and esophageal cancers were detected. We utilized both univariate and multivariate COX regression for screening predictors and constructing the model. We evaluated the goodness of fit of the model based on discriminatory accuracy, Harrell's C-index, and calibration. ResultsFinally, we developed a Cox regression model using the twelve most significant variables: age, gender, alcohol consumption, betel chewing, smoking status, history of oral ulceration, educational level, marital status, oropharynx status, family history of nasopharyngeal carcinoma, volume ratio of blood cell, and gamma-glutamyl transferase. The AUC (area under the curve) for the complete model was 0.82. Additionally, the C-index was 0.807 (with a 95 % confidence interval ranging from 0.789 to 0.824) and internal calibration results demonstrated that the model performed well. ConclusionsThis study identified the twelve most significant common risk factors for oral and esophageal cancers and developed a single prediction model that performs well for both types of cancer.

Disentangling the Inverse LDL-C-hemorrhagic Stroke Association in Chinese Adults with Hypertension: Findings from the Chinese Multi-Provincial Cohort Study.

Why lower low-density lipoprotein cholesterol (LDL-C) was associated with a decreased atherosclerotic cardiovascular disease (ASCVD) risk but an increased hemorrhagic stroke (HS) risk in hypertensive adults remains unclear. We examined whether the inverse LDL-C-HS association partly arises from its effect on ASCVD. We estimated separable effects of LDL-C on HS outside (i.e., separable direct effect) or only through its effect on ASCVD (i.e., separable indirect effect) in hypertensive adults from the Chinese Multi-provincial Cohort Study. We quantified such effects using numbers needed to treat (NNT) to prevent or cause an extra HS based on the restricted mean event-free time till a 25-year follow-up. LDL-C $<$ 70 mg/dL was not associated with an increased HS risk compared to LDL-C $\ge$ 70 mg/dL regarding total and separable direct effects. However, a small separable indirect effect (i.e., NNT to harm: 9722 participants) was noted and validated via a series of sensitivity analyses. Moreover, modified effects were observed, particularly in the 35-49-year age group, men, and those with SBP $\ge$ 140 mm Hg. These results suggest the inverse LDL-C-HS association in hypertensive adults is partly due to its effect on ASCVD. A better understanding of such associations would provide more enlightening into stroke prevention.

Homicidality risk prediction based on ecological systems theory in an early adolescent cohort using machine learning

PurposeIdentifying high-risk adolescents prone to homicidality, linked to serious criminal activities and homicide, offers vital avenues for homicide prevention. MethodsThis study analyzed data from 1596, 1596, and 1526 students at baseline, one-year, and two-year follow-ups, respectively, drawn from the Chinese Early Adolescent Cohort study. Based on Bronfenbrenner's ecological systems theory, predictors of adolescent homicidality were categorized into individual, family, and school and peer levels. Five machine learning methods were utilized to construct prediction models for homicidality risk and to pinpoint predictive factors. ResultsLogistic regression models using only significant features effectively predicted adolescent homicidality and new onsets in the short term, as well as homicidal trajectories throughout early adolescence. Key factors identified included suicidal ideation, emotional abuse, life satisfaction, physical violence, and verbal violence, with suicidal ideation and emotional abuse emerging as the most critical predictors. ConclusionsThis study successfully developed risk-predictive models for adolescent homicidality using machine learning, emphasizing suicidal ideation and emotional abuse as primary predictors. These findings highlight the importance of targeted interventions focused on these key variables for the early prevention of adolescent homicide.

Systemic assessment of manual circular stapler versus powered circular stapler for anastomosis in rectal cancer: A large-scale Chinese multicenter prospective cohort study.

Mechanical anastomosis in rectal cancer surgery offers several advantages but is plagued by complications like leaks and strictures. Variations in surgeons' experiences affect outcomes, but powered circular anastomosis has emerged as a promising solution, ensuring uniform staple formation and reducing manual manipulation. This multicenter, randomized, parallel-controlled study in China compared IntoCare™'s powered circular staplers (ICS) with manual circular staplers (MCS) in 382 patients (195 ICS, 187 MCS). Both groups had comparable anastomotic leakage rates. ICS significantly reduced anastomosis time while maintaining similar safety profiles. Postoperative recovery and complication rates were closely matched. The use of ICS in rectal cancer surgeries effectively reduces anastomosis time without compromising safety, offering a promising innovation to enhance the efficacy of rectal cancer surgeries while maintaining patient safety.

Gene‒Environment Interaction Between CAST Gene and Eye-Rubbing in the Chinese Keratoconus Cohort Study: A Case-Only Study.

Keratoconus (KC), characterized by progressive corneal protrusion and thinning, is a complex disease influenced by the combination of genetic and environmental factors. The purpose of this study was to explore potential gene‒environment interaction between the calpastatin (CAST) gene and eye-rubbing in KC. A case-only study including 930 patients (676 patients with eye-rubbing and 254 patients without eye-rubbing) from the Chinese Keratoconus (CKC) cohort study was performed in the present study. Genotyping of single nucleotide polymorphism (SNP) was conducted using the Illumina Infinium Human Asian Screening Array (ASA) Beadchip. The gene‒environment interactions between CAST gene and eye-rubbing were analyzed using PLINK version 1.90. The interactions between CAST genotypes and eye-rubbing were analyzed by logistic regression models. The SNP-SNP-environment interactions were analyzed using generalized multifactor dimensionality reduction (GMDR). Three SNPs in CAST gene, namely, rs26515, rs27991, and rs9314177, reached the significance threshold for interactions (defined as P < 2.272 × 10-3). Notably, the minor alleles of these three SNPs exhibited negative interactions with eye-rubbing in KC. The results of logistic regression models revealed that the minor allele homozygotes and heterozygotes of rs26515, rs27991, and rs9314177 also exhibited negative interactions with eye-rubbing. Furthermore, GMDR analysis revealed the significant SNP-SNP-environment interactions among rs26515, rs27991, rs9314177, and eye-rubbing in KC. This study identified rs26515, rs27991, and rs9314177 in CAST gene existed gene-environment interactions with eye-rubbing in KC, which is highly important for understanding the underlying biological mechanisms of KC and guiding precision prevention and proper management.

Discordant High Remnant Cholesterol With LDL-C Increases the Risk of Stroke: A Chinese Prospective Cohort Study.

Previous studies focusing on assessing the effects of remnant cholesterol (RC) and low-density lipoprotein cholesterol (LDL-C) on stroke may not consider their mutual influence. We aimed to explore the associations of RC and discordant high RC with LDL-C with stroke, ischemic stroke (IS), and hemorrhagic stroke. This prospective cohort study was conducted based on 3 cohorts of the China-PAR (Prediction for Atherosclerotic Cardiovascular Disease Risk in China) project. RC was calculated as non-high-density lipoprotein cholesterol minus LDL-C estimated by Martin/Hopkins equations. Concordant/discordant categories for RC versus LDL-C were determined based on cut-points of 130 mg/dL for LDL-C and equivalent percentile (32.50 mg/dL) for RC. Cox models were used to estimate adjusted hazard ratios and 95% CIs for incident stroke. Among 113 448 participants recruited at baseline, a total of 98 967 participants were eligible for the final analysis (mean age of 51.44 years; 40.45% were men). During 728 776.87 person-years of follow-up, 2859 stroke cases, 1811 IS cases, and 849 hemorrhagic stroke cases were observed. RC was positively associated with stroke and IS, but not hemorrhagic stroke, with adjusted hazard ratios (95% CIs) of 1.06 (1.02-1.10), 1.09 (1.04-1.13), and 0.95 (0.88-1.03) for per SD increase in RC. Compared with low LDL-C/low RC group, low LDL-C/high RC group had higher risks of stroke (adjusted hazard ratio, 1.15 [95% CI, 1.02-1.30]) and IS (1.19, 1.03-1.38), while high LDL-C/low RC group had no increased risk of stroke (1.07 [0.95-1.20]) and IS (1.09 [0.94-1.25]). Higher RC was associated with increased risks of stroke and IS but not hemorrhagic stroke. Discordantly high RC, not discordantly high LDL-C, conferred higher risks of stroke and IS. Our findings support further lowering RC by interventions to reduce residual IS risk.