1.Association of different surrogate indicators of insulin resistance with diabetic retinopathy
Xue HUANG ; Peng ZHAO ; Juan ZHANG ; Yaxin ZHAO
International Eye Science 2026;26(3):499-505
AIM:To investigate the associations of triglyceride glucose(TyG)index, triglyceride glucose-body mass index(TyG-BMI), and homeostatic model assessment of insulin resistance(HOMA-IR)with diabetic retinopathy(DR), and to evaluate their diagnostic value.METHODS: This study was a single-center retrospective study. Patients with type 2 diabetes mellitus(T2DM)who were hospitalized in the endocrinology department of 3201 Hospital from January 1, 2023 to March 1, 2025 were included. According to the diagnostic criteria for DR, participants were classified into DR group and non-DR(NDR)group. Then the association of TyG index, TyG-BMI, and HOMA-IR index with DR of the two groups of patients were alalyzed.RESULTS:A total of 969 patients with T2DM were enrolled in this study, including 816 patients in the DR group. Among DR group, 271 were males(33.2%)and 545 were females(66.8%), with a mean age of 56.78±11.88 years. The NDR group consisted of 153 patients, including 41 males(26.8%)and 112 females(73.2%), with a mean age of 59.40±10.52 years. Statistically significant differences were observed between the DR group and the NDR group in terms of age, BMI, TyG index, TyG-BMI, HOMA-IR index, fasting blood glucose(FBG), 2-h postprandial blood glucose(2 hPBG), fasting insulin(FINS), 2-h postprandial insulin(2 hPINS), fasting C-peptide(FCP), 2-h postprandial C-peptide(2 hPCP), total cholesterol(CHO), triglyceride(TG), low-density lipoprotein(LDL-C), blood urea nitrogen(BUN), uric acid(UA), direct bilirubin(DBIL), glycated hemoglobin(HbA1c), milligrams per total protein(M-TP), microalbuminuria(MALB), urinary albumin to creatinine ratio(UACR), 24-hour urine protein, white blood cell(WBC), neutrophil(N), and platelets(PLT; all P<0.05), while no significant differences were found in the remaining indicators(all P>0.05). In multivariable Logistic regression, both TyG index(aOR=198.65, 95% CI: 66.73-591.41, P<0.001)and TyG-BMI(aOR=1.03, 95% CI: 1.02-1.04, P<0.001)remained independently positive associated with DR. Quartile analysis indicated a progressive increase in DR risk with ascending quartiles of TyG index and TyG-BMI(all Ptrend<0.001). In contrast, HOMA-IR was not significantly associated with DR. Restricted cubic spline analysis, fully adjusted for confounders, showed a nonlinear upward trend in DR risk with increasing TyG index(Pnonlinearity<0.001), whereas TyG-BMI exhibited a U-shaped association(Pnonlinearity<0.05). No significant association was found between HOMA-IR and DR after propensity score matching. Receiver operating characteristic(ROC)curve demonstrated area under curve(AUC)values of 0.870(95% CI: 0.839-0.901)for TyG index, 0.710(95% CI: 0.665-0.755)for TyG-BMI, and 0.657(95% CI: 0.608-0.706)for HOMA-IR.CONCLUSION:The TyG index and TyG-BMI are risk factors for DR. A dose-dependent increase in DR risk was associated with elevated TyG index values. TyG-BMI exhibited an inverted U-shaped relationship with DR risk. The TyG index had better diagnostic efficiency for DR compared to both TyG-BMI and HOMA-IR index.
2.Clinical characteristics and prognostic factors of hypertriglyceridemia acute pancreatitis
Yuanyuan LIU ; Zhuo DIAO ; Gang LI ; Hongliang SHANG ; Zhuo ZHANG
Journal of Public Health and Preventive Medicine 2026;37(2):104-107
Objective To explore the clinical characteristics and related prognostic factors of hypertriglyceridemia acute pancreatitis (HTG-AP). Methods A retrospective analysis was conducted on 350 patients with HTG-AP admitted to HanZhong Central Hospital from March 2019 to March 2024. All patients received conventional treatment. They were followed up for one year after treatment. The prognosis of the patients was statistically analyzed, and logistic regression was used to analyze the related factors of prognosis. Results HTG-AP patients had an acute onset, with clinical symptoms of sudden upper abdominal pain (329/350), nausea and vomiting (275/350), acidosis (101/350), and multiple organ failure (38/350). All patients had elevated serum TG. During the follow-up period, 123 cases had a poor prognosis (poor prognosis group), and 227 cases had a good prognosis (good prognosis group). Compared with the good prognosis group, the patients in the poor prognosis group had higher levels of TG, creatinine and C-reactive protein at admission, lower levels of serum calcium and albumin, and higher proportions of diabetes mellitus history and severe conditions (P<0.05). Logistic regression analysis found that the factors related to the prognosis of patients with HTG-AP were TG level, C-reactive protein level, albumin level, history of diabetes mellitus, and moderate to severe condition (P<0.05). Conclusion HTG-AP patients have an acute onset and have main clinical symptoms of sudden upper abdominal pain, nausea and vomiting. Some patients experience systemic inflammatory reactions such as acidosis and multiple organ failure, and they may also have significantly increased serum TG. TG, C-reactive protein, albumin, history of diabetes mellitus, and severe disease conditions are associated with the prognosis of HTG-AP patients.
3.Influence of uric acid level and fasting blood glucose on the occurrence of coronary heart disease in patients with type 2 diabetes
Yu FENG ; Jianrui YANG ; Jun ZHANG
Journal of Public Health and Preventive Medicine 2025;36(2):148-151
Objective To explore the influence of blood uric acid (serum uric acid, SUA) and fasting plasma glucose (FPG) on the occurrence of coronary heart disease in patients with type 2 diabetes mellitus (T2DM). Methods T2DM patients admitted to 3201 Hospital from January 2021 to January 2024 were selected and divided into a combined coronary heart disease(CHD) and a simple diabetes mellitus (DM). The clinical data were collected, and the blood SUA and FPG levels were analyzed. The basic characteristics and biochemical indicators of the two groups were analyzed. Risk factors affecting the severity of coronary lesions were identified by multivariate logistic regression analysis. The interaction between SUA and FPG was also evaluated. Results A total of 98 T2DM patients were included in this study, including 53 and 45 patients in the DM and combined CHD groups, respectively. Compared with the DM group, low-density lipoprotein cholesterol (LDL-C), high-density lipoprotein cholesterol (HDL-C), total cholesterol (TC), triglycerides (TG), SUA and FPG levels were significantly higher in the combined CHD group. The differences were all statistically significant (P<0.05). The multivariate logistic regression model analysis showed that LDL-C (OR=1.490, 95%CI: 1.044-1.824), HDL-C (OR=1.182, 95%CI: 0.846-1.314), TC (OR=1.075, 95%CI: 0.891-1.190), TG (OR=1.695, 95%CI: 1.230-2.164), SUA (OR=1.820, 95%CI: 1.294-2.424) and the FPG level (OR=2.154, 95%CI: 1.532-3.079) could be an independent risk factor for the development of CHD (OR value>1, P<0.05). The results of the interaction analysis showed a positive and additive interaction between SUA and FPG, and the difference was statistically significant (P<0.05). Conclusion Both SUA and FPG levels are independent risk factors for the occurrence of CHD. A positive additive interaction between the two may together contribute to the risk of CHD in T2DM patients.
4.Association between hyperuricemia and risk of diabetes mellitus type 2: a prospective cohort study
Journal of Public Health and Preventive Medicine 2025;36(6):72-75
Objective To investigate the correlation between hyperuricemia and the risk of type 2 diabetes mellitus, and to explore whether hyperuricemia is an independent risk factor of type 2 diabetes mellitus. Methods Using a prospective cohort study design, 300 adult volunteers who underwent physical examinations at the 3201 Hospital were recruited from January to December 2021. They were divided into a high uric acid group and a non-high uric acid group based on their uric acid levels. The incidence of diabetes in people with different uric acid levels was observed within two years through follow-up. SPSS26.0 software was used to statistically analyze the data. Results The data of this study showed that hyperuricemia significantly increased the risk of type 2 diabetes mellitus (P=0.01,OR=3.551). In addition, BMI had a significant impact on the risk of diabetes (P=0.000,OR =0.115), but the impact of age and gender was not statistically significant (both P>0.05). Conclusion Hyperuricemia is positively correlated to the incidence of type 2 diabetes. The higher the uric acid level, the higher the incidence of type 2 diabetes. The uric acid level has a good evaluation value in the incidence of type 2 diabetes mellitus. This finding provides a basis for early intervention of hyperuricemia as a potential risk factor for type 2 diabetes.
5.Distribution of MN blood type among China's minority ethnic groups.
Wenwen WANG ; Ping CHEN ; Aowei SONG ; Wenhua WANG ; Jiameng NIU ; Lili XING ; Jiangcun YANG ; Yang SUN ; Chao ZHANG
Chinese Journal of Cellular and Molecular Immunology 2025;41(1):51-56
Objective This study aims to investigate and analyze the distribution of MN blood type among ethnic minorities in China. Methods Through a systematic retrieval of the 981 literature related to MN blood group distribution, 120 literature, meeting the criteria of this study, with complete data were selected. The literature covers 49 ethnic minorities. SPSS 26 statistical software was used to analyze the data. Results The results showed that among the 49 ethnic minorities in China, the phenotype distribution of MN blood type was MN>MM>NN, with proportions of 42.54%, 41.86%, and 15.06% respectively. The gene frequency for MN blood type exhibited a trend of m>n, with a gene frequency of m being 0.6313 and n being 0.3687. Cluster analysis divided the Chinese ethnic minorities into three groups based on the gene frequency for m, showing the characteristics of Group I>Group II>Group III. Conclusion The MN blood type characteristics in Chinese ethnic minorities show a higher frequency of the M gene compared to the N gene. The frequency of the M gene is higher in southern ethnic minorities than in northern ones. There are significant differences between southwestern ethnic minorities and the Han nationality, but no differences with long-term mixed/settled Han populations.
Humans
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China/ethnology*
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Minority Groups
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Ethnicity/genetics*
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Gene Frequency
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Asian People/genetics*
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Blood Group Antigens/genetics*
6.Ecological factors impacting genetic characteristics and metabolite accumulations of Gastrodia elata.
Zhaoyu ZHANG ; Xiaodong LI ; Yuchi ZHANG ; Niegui YIN ; Guoying WU ; Guangfei WEI ; Yuxin ZHOU ; Shilin CHEN ; Linlin DONG
Chinese Herbal Medicines 2025;17(3):562-574
OBJECTIVE:
The investigation of the correlation between ecological factors and the genetic characteristics or metabolites of plants offers valuable insights into the regional causes of genetic and metabolic diversity. Here, Gastrodia elata, a medicinal plant, is employed as a model to explore the environmental factors that influence its genetic characteristics and metabolic accumulations.
METHODS:
A total of 23 G. elata populations from six cultispecies and 11 cultivated regions were selected based on the predictions of the global geographic information system. The genetic characteristics of these populations were evaluated using highly polymorphic simple sequence repeat markers. Additionally, the metabolic accumulations and antioxidant capacity of mature tubers were measured employing colorimetry and high performance liquid chromatography (HPLC). Ecological data of each region were obtained from the WorldClim-global climate database and harmonized world soil database. To assess the influence of ecological factors on the genetic characteristics and metabolic profiles of G. elata, Pearson's correlation analysis was conducted.
RESULTS:
Genetic variation among G. elata populations exceeded that within populations. Genetic diverisity, distance and structure manifested regional and species-specific patterns. Metabolic profiling and antioxidant capacity exhibited regional variations. Notably, the Lueyang region demonstrated that a content range of total polysaccharide, total protein, and phenolic glycosides was 9.34%-189.67% higher than the average. Similarly, in the Hubei region, total phenolic content, p-hydroxybenzyl alcohol content, and antioxidant indicators were observed to be higher than the average levels, by 106.57%, 136.47% and 12.50%-91.14%, respectively. Furthermore, ecological factors had a significant comprehensive impact on G. elata genetic characteristics (r > 0.256 and P < 0.05). Multivariate metabolite accumulations in G. elata were influenced by dominant ecological factors. Temperature notably impacted the accumulation of total protein (|r| > 0.528 and P < 0.05). Moisture, encompassing precipitation and soil content, significantly affected the production of phenolic glycosides (|r| > 0.503 and P < 0.05).
CONCLUSION
The genetic characteristics of G. elata manifested regional and species-specific patterns, with the metabolic accumulations and antioxidant capacity of mature tubers exhibited regional variations. Specifically, multivariate ecological factors comprehensively influenced genetic characteristics. Temperature and moisture played pivotal roles in regulating the accumulations of proteins and phenolic glycosides, respectively. These findings underscore the significant impact of ecological factors on the shaping of G. elata, highlighting their crucial role in enhancing the quality of Chinese medicinal materials.
7.Diabetic foot disease and its associated factors in Hanzhong in 2016 - 2022
Juan ZHANG ; Gensheng ZHANG ; Jiadan WANG ; Xue HUANG ; Xiaohong ZHAO
Journal of Public Health and Preventive Medicine 2024;35(2):110-113
Objective To study the status of diabetic foot and its related factors in Hanzhong area in recent years, and to provide a scientific basis for the prevention and management of diabetic foot complicated by type 2 diabetes. Methods A stratified sampling method was used to select 528 patients with type 2 diabetes among permanent residents in Hanzhong from April 2016 to April 2022. Relevant medical history and laboratory examination data were collected, and the incidence of diabetic foot was calculated. The influence of related factors on the risk of diabetic foot was analyzed by regression model. Results Among 528 subjects in this study, the disease course and body type of T2DM showed that male patients had significantly longer disease, and the proportion of overweight and obesity was higher, P<0.05. The incidence of diabetic foot was 16.29% (86 cases). The proportion of male patients and female patients was 24.66% and 5.93%(χ2=27.516,P<0.05). The proportion of male patients complicated with diabetic foot was higher than that of female patients (P<0.05). At the same time, the incidence of Wagner Grade I was higher in males than in females (P<0.05). The effects of potential factors on the risk of diabetic foot were discussed by gender. Univariate analysis and multivariate logistic regression analysis indicated that the risk factors of diabetic foot in male T2DM patients included: Increased course of disease, increased age, poor blood glucose control, increased total cholesterol level, increased BMI level and increased platelet to lymphocyte ratio . Potential risk factors in women include increased course of disease, age, poor blood sugar control (increased glycosylated hemoglobin levels) and increased platelet to lymphocyte ratios in all cases(P<0.05). Conclusion The current prevalence rate of type 2 diabetes patients complicated with diabetes foot in Hanzhong area is 16.29%, which is still high , and the prevalence rate of men is significantly higher than that of women. Older age, long duration of T2DM, poor blood glucose control, increased total cholesterol level, increased blood uric acid level, decreased urine pH value, and increased platelet lymphocyte ratio are potential risk factors for diabetes foot. Male patients should also pay attention to the occurrence of overweight and obesity tendency to reduce the risk of diabetes foot.
8.Methodology for Developing Rapid and Living Guidelines of Traditional Chinese Medicine (RALIG-TCM) (Part 1):Concept and Current Practice
Lijiao YAN ; Ning LIANG ; Ziteng HU ; Yujing ZHANG ; Yaxin CHEN ; Fuqiang ZHANG ; Xiaoling LI ; Wenjie CAO ; Chen ZHAO ; Cheng LYU ; Nannan SHI ; Yanping WANG
Journal of Traditional Chinese Medicine 2024;65(3):269-274
Rapid and living guidelines are those developed in response to public health emergencies in a short period of time using a scientific and standardized approach. Subsequently, they provide timely and credible recommendations for decision makers through regular and frequent updates of clinical evidence and recommendations. In this paper, we introduced the definition of rapid and living guideline as well as analyzed the basic characteristics of eight rapid and living guidelines in the field of traditional Chinese medicine (TCM) published till 2023 June, summarizing three core methodological issues in relation to how to rapidly develop guidelines, how to formulate recommendations when there is lack of evidence, and how to ensure the timeliness of guidelines. Based on the analysis of current rapid and living guidelines, it is implicated that there is necessity to carry out rapid and living guideline in the field of TCM, and the methodology of rapid integration of multivariate evidence in the field of TCM needs to be further explored; furthermore, it is necessary to further explore the obstacles of implementation of guidelines and promote timely updating, all of which provide certain theoretical references for relevant guideline developers and researchers.
9.Methodology for Developing Rapid and Living Guidelines of Traditional Chinese Medicine (RALIG-TCM) (Part 2): Development Process and Key Steps during Preparation Stage
Yujing ZHANG ; Lijiao YAN ; Ziteng HU ; Yaxin CHEN ; Xiaoling LI ; Qianzi CHE ; Jingya WANG ; An LI ; Nannan SHI ; Yanping WANG ; Ning LIANG
Journal of Traditional Chinese Medicine 2024;65(3):275-280
It is necessary to develop rapid and living guidelines in order to improve the evidence translation and guidance for clinical practice in emergency situations, and to enhance the participation of traditional Chinese medicine (TCM) in management of emergencies. This paper introduced the process of developing rapid and living guidelines of TCM and divided it into three stages, that is preparation, rapid development and dynamic updating, which highlights the features of rapid development, high quality, and dynamic updating and the integration with the predominance of TCM. By comparing with general guidelines on composition, personnel number, timing to formulate and communication patterns of the guideline working groups, as well as the content and number of clinical questions, this paper mainly gave suggestions on how to formulate a concise but authoritative team during the preparation stage, how to efficiently manage the guideline team and promote the development process from conflict of interest management, working and communication mode adjustment, and how to formulate and update the important and prioritized clinical questions, all of which may provide reference for the development of TCM rapid and living guidelines.
10.Methodology for Developing Rapid and Living Guidelines of Traditional Chinese Medicine (RALIG-TCM) (Part 3): Rapid Evidence Collection, Integration and Recommendation Formation
Ziteng HU ; Lijiao YAN ; Yujing ZHANG ; Yaxin CHEN ; Xiaoling LI ; Haili ZHANG ; Huizhen LI ; Jingya WANG ; An LI ; Zhao CHEN ; Ning LIANG ; Nannan SHI ; Yanping WANG
Journal of Traditional Chinese Medicine 2024;65(3):281-286
The lack of direct evidence is an important problem faced in the formation of recommendations in rapid living guidelines of traditional Chinese medicine under public health emergencies, and the supplementation of indirect evidence can be a key method to solve this problem. For the collection of evidence, the type of evidence required, including direct and indirect evidence, should be clarified, and ‘direct first’ principle for selecting evidence can be set to standardize and accelerate the guideline development. When integrating evidence, recommendations can be formed directly if there is sufficient direct evidence, while regarding insufficient direct evidence, recommendations need to be supplemented and improved by integrating indirect evidence. In addition, when the body of evidence contains evidence from multiple sources, it is suggested to rate the evidence according to “higher rather than lower” principle. Finally, when forming recommendations, the level of evidence, safety and economic efficiency should be taken into consideration to determine the strength of the recommendation.


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