1.Influencing factors for delay in healthcare-seeking, definitive diagnosis, identification in patients with pulmonary tuberculosis in Minhang District
MA Qiongjin ; YAN Huiqin ; WU Yunhua ; GUO Xu ; YANG Lijia ; TANG Lihong ; YANG Shengyuan
Journal of Preventive Medicine 2025;37(1):59-64
Objective:
To investigate the influencing factors for delay in healthcare-seeking, definitive diagnosis and identification in patients with pulmonary tuberculosis (PTB) in Minhang District, Shanghai Municipality, so as to provide the basis for effectively reducing delay in PTB patients.
Methods:
Data of PTB patients in Minhang District from 2017 to 2022 were collected from the Infectious Disease Reporting Information System of Chinese Disease Prevention and Control Information System. The prevalence rates of delay in healthcare-seeking, definitive diagnosis and identification were analyzed, and factors affecting delay in healthcare-seeking, definitive diagnosis and identification were identified using multivariable logistic regression models.
Results:
A total of 4 214 PTB patients were reported in Minhang District from 2017 to 2022, including 2 802 males and 1 412 females, with a male-to-female ratio of 1.98∶1. The majority of patients were aged 25 to <45 years (1 664 cases, 39.49%). The prevalence rates of delay in healthcare-seeking, definitive diagnosis and identification were 36.81%, 30.21% and 38.09%, respectively. Delay in healthcare-seeking was associated with the year (2018, OR=0.708; 2019, OR=0.549; 2020, OR=0.670; 2021, OR=0.682), gender (female, OR=1.199), occupation (worker, OR=1.379; housekeeping service/housework/unemployed, OR=1.481), case identification route (symptom-based consultation, OR=11.159), and level of the first-diagnosed hospital (city-level, OR=1.528). Delay in definitive diagnosis was associated with age (45 to <65 years, OR=1.476), occupation (commercial service, OR=0.687; housekeeping service/housework/unemployed, OR=0.672), household registration (non-local, OR=0.820), case identification route (symptom-based consultation, OR=0.616), pathogen test result (negative/not tested, OR=1.903), and the level of the first-diagnosed hospital (city-level, OR=0.311). Delay in identification was associated with the year (2018, OR=0.785; 2019, OR=0.647; 2020, OR=0.790; 2021, OR=0.710), occupation (commercial service, OR=0.687), household registration (non-local, OR=0.848) and level of the first-diagnosed hospital (city-level, OR=0.560)
Conclusions
Year, gender, occupation, case identification route and level of the first-diagnosed hospital are influencing factors for delay in healthcare-seeking in PTB patients. Age, occupation, household registration, case identification route, pathogen test result and level of the first-diagnosed hospital are influencing factors for delay in definitive diagnosis. Year, occupation, household registration and level of the first-diagnosed hospital are influencing factors for delay in identification.
2.Mechanism of Tangbikang Dry Paste in Prevention and Treatment of Type 2 Diabetic Peripheral Neuropathy Based on GLO-1/AGE/RAGE Pathway
Lijia WU ; Chengfei ZHANG ; Xiaolei JIA ; Lingling QIN ; Haiyan WANG ; Yukun HUANG ; You WANG ; Xincui BAO ; Jing YANG ; Cuiyan LYU ; Tonghua LIU
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(11):60-69
ObjectiveTo investigate the mechanism of Tangbikang dry paste in the prevention and treatment of type 2 diabetic peripheral neuropathy (DPN) based on the glyoxalase-1 (GLO-1)/advanced glycation end products (AGE)/receptor for advanced glycation end products (RAGE) pathway. MethodsA total of 56 Sprague-Dawley rats were randomly divided, with eight assigned to the normal group. The remaining 48 rats were fed a high-fat diet combined with intraperitoneal injection of streptozotocin (STZ) to induce a type 2 diabetes mellitus (T2DM) model. Based on blood glucose levels, the rats were randomly assigned to the model group, Tanglin group (13.5 mg·kg-1), metformin group (135 mg·kg-1), and Tangbikang dry paste low-, medium-, and high-dose groups (3, 6, 12 g·kg-1). Successful modeling of DPN was confirmed by a decrease in mechanical pain threshold in the model group at week 4. Fasting blood glucose, body weight, and mechanical pain threshold were measured every 4 weeks. After 16 weeks of intervention, the pathological morphology of the sciatic nerve was observed using hematoxylin-eosin (HE) staining. The expression of RAGE, AGE, protein kinase C (PKC), and collagen (COL) in the sciatic nerve was assessed by immunohistochemistry. The mRNA expression of RAGE, PKC, Toll-like receptor (TLR), COL, and GLO-1 was detected using real-time quantitative PCR (Real-time PCR). Serum levels of aspartate aminotransferase (AST), alanine aminotransferase (ALT), creatinine (CREA), urea (UREA), interleukin-6 (IL-6), and tumor necrosis factor (TNF)-α were measured by enzyme-linked immunosorbent assay (ELISA). ResultsCompared with the normal group, the model group showed significantly increased fasting blood glucose (P<0.01), decreased body weight and mechanical pain threshold (P<0.01), and elevated serum AST, ALT, CREA, UREA, IL-6, and TNF-α levels (P<0.01). The expression of RAGE, AGE, and PKC in the sciatic nerve was significantly increased (P<0.01), while COL expression was decreased (P<0.01). The mRNA expression of TLR, RAGE, and PKC was upregulated (P<0.01), whereas COL and GLO-1 mRNA levels were downregulated (P<0.01). Histological examination showed irregular nerve morphology, axonal alterations, and myelin degeneration. Compared with the model group, fasting blood glucose levels in the Tangbikang dry paste high-dose group at all time points and in the medium-dose group at weeks 4 and 16 were significantly reduced (P<0.05, P<0.01). No significant changes in body weight were observed across all Tangbikang dose groups. The mechanical pain threshold was elevated at different time points after administration in all Tangbikang groups (P<0.05, P<0.01). Serum IL-6 and TNF-α levels were decreased in all dose groups (P<0.05, P<0.01). The expression of RAGE, AGE, and PKC in the sciatic nerve was reduced (P<0.01), while COL expression was increased (P<0.01). The mRNA expression of TLR, RAGE, and PKC was downregulated (P<0.01), whereas GLO-1 mRNA expression was upregulated (P<0.05, P<0.01). Additionally, COL mRNA expression was significantly increased in the low- and high-dose groups (P<0.01). Pathological changes in the sciatic nerve were milder in all Tangbikang groups compared to the model group. ConclusionTangbikang dry paste significantly improves DPN, and its mechanism may be associated with the regulation of the GLO-1/AGE/RAGE signaling pathway.
3.Mechanism of Tangbikang Dry Paste in Prevention and Treatment of Type 2 Diabetic Peripheral Neuropathy Based on GLO-1/AGE/RAGE Pathway
Lijia WU ; Chengfei ZHANG ; Xiaolei JIA ; Lingling QIN ; Haiyan WANG ; Yukun HUANG ; You WANG ; Xincui BAO ; Jing YANG ; Cuiyan LYU ; Tonghua LIU
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(11):60-69
ObjectiveTo investigate the mechanism of Tangbikang dry paste in the prevention and treatment of type 2 diabetic peripheral neuropathy (DPN) based on the glyoxalase-1 (GLO-1)/advanced glycation end products (AGE)/receptor for advanced glycation end products (RAGE) pathway. MethodsA total of 56 Sprague-Dawley rats were randomly divided, with eight assigned to the normal group. The remaining 48 rats were fed a high-fat diet combined with intraperitoneal injection of streptozotocin (STZ) to induce a type 2 diabetes mellitus (T2DM) model. Based on blood glucose levels, the rats were randomly assigned to the model group, Tanglin group (13.5 mg·kg-1), metformin group (135 mg·kg-1), and Tangbikang dry paste low-, medium-, and high-dose groups (3, 6, 12 g·kg-1). Successful modeling of DPN was confirmed by a decrease in mechanical pain threshold in the model group at week 4. Fasting blood glucose, body weight, and mechanical pain threshold were measured every 4 weeks. After 16 weeks of intervention, the pathological morphology of the sciatic nerve was observed using hematoxylin-eosin (HE) staining. The expression of RAGE, AGE, protein kinase C (PKC), and collagen (COL) in the sciatic nerve was assessed by immunohistochemistry. The mRNA expression of RAGE, PKC, Toll-like receptor (TLR), COL, and GLO-1 was detected using real-time quantitative PCR (Real-time PCR). Serum levels of aspartate aminotransferase (AST), alanine aminotransferase (ALT), creatinine (CREA), urea (UREA), interleukin-6 (IL-6), and tumor necrosis factor (TNF)-α were measured by enzyme-linked immunosorbent assay (ELISA). ResultsCompared with the normal group, the model group showed significantly increased fasting blood glucose (P<0.01), decreased body weight and mechanical pain threshold (P<0.01), and elevated serum AST, ALT, CREA, UREA, IL-6, and TNF-α levels (P<0.01). The expression of RAGE, AGE, and PKC in the sciatic nerve was significantly increased (P<0.01), while COL expression was decreased (P<0.01). The mRNA expression of TLR, RAGE, and PKC was upregulated (P<0.01), whereas COL and GLO-1 mRNA levels were downregulated (P<0.01). Histological examination showed irregular nerve morphology, axonal alterations, and myelin degeneration. Compared with the model group, fasting blood glucose levels in the Tangbikang dry paste high-dose group at all time points and in the medium-dose group at weeks 4 and 16 were significantly reduced (P<0.05, P<0.01). No significant changes in body weight were observed across all Tangbikang dose groups. The mechanical pain threshold was elevated at different time points after administration in all Tangbikang groups (P<0.05, P<0.01). Serum IL-6 and TNF-α levels were decreased in all dose groups (P<0.05, P<0.01). The expression of RAGE, AGE, and PKC in the sciatic nerve was reduced (P<0.01), while COL expression was increased (P<0.01). The mRNA expression of TLR, RAGE, and PKC was downregulated (P<0.01), whereas GLO-1 mRNA expression was upregulated (P<0.05, P<0.01). Additionally, COL mRNA expression was significantly increased in the low- and high-dose groups (P<0.01). Pathological changes in the sciatic nerve were milder in all Tangbikang groups compared to the model group. ConclusionTangbikang dry paste significantly improves DPN, and its mechanism may be associated with the regulation of the GLO-1/AGE/RAGE signaling pathway.
4.Exploring the practical ways and significance of narrative ability training for resident physicians
Lijia DU ; Rui ZHENG ; Jia NA ; Xiaoxiong ZHU ; Zhifen YANG
Chinese Medical Ethics 2025;38(6):695-703
ObjectiveTo evaluate the impact of narrative medicine education on the narrative ability of resident physicians undergoing standardized residency training, and to explore its application value in clinical practice. MethodsA total of 23 obstetricians and gynecologists who participated in residency training at the Fourth Hospital of Hebei Medical University from October 2021 to June 2024 were randomly selected to receive a 3-month residency training program integrated with narrative medicine education, including narrative theory learning, text reading, reflective writing, and scenario-based case analysis. A questionnaire survey was conducted to analyze the personal situation of resident physicians, their narrative ability before and after receiving narrative medicine education, and their satisfaction with teaching. ResultsThe results of the questionnaire survey showed that resident physicians who had received narrative medicine education scored higher on the narrative ability assessment scale than before training, including improved narrative abilities in the dimensions of life and health narrative awareness, professional narrative thinking, professional development narrative behavior, peer communication narrative behavior, and doctor-patient interaction narrative behavior (P<0.05). However, there were no statistically significant differences in the dimensions of life and health narrative behavior and family connection narrative behavior (P>0.05). Meanwhile, resident physicians’ interest in active learning, clinical thinking ability, doctor-patient communication ability, and satisfaction with teaching methods have also been improved (P<0.05). ConclusionNarrative medicine education can effectively enhance the narrative ability of resident physicians and make up for the current deficiencies in humanistic literacy and ethical education in current medical education. It is of great significance for improving doctor-patient relationships and the quality of medical services. Therefore, it is recommended to integrate narrative medicine education into the regular training curriculum for resident physicians.
5.Ethical dilemmas and their solutions of Internet of Bodies technology empowering smart healthcare
Chinese Medical Ethics 2025;38(9):1164-1170
The Internet of Bodies (IoB) refers to an embodied technology that treats the physical body as a network interface and embeds technological objects into the human body, aiming to collect massive body data. As an emerging technology, the widespread application of IoB in the field of smart healthcare will bring both advantages and disadvantages. It poses ethical risks in terms of physicality, psychology, and sociability, primarily manifested in the uncertainty of technology that may harm patients’ bodies, the easy restriction of patients’ autonomy by external technologies, and issues of fairness and equality caused by the technology gap. Faced with the realistic ethical dilemmas arising from IoB technology empowering smart healthcare, solutions were proposed across several levels. On the ethical mechanism level, an interdisciplinary and multi-field expert alliance should be established to promote the optimization of ethical governance mechanisms. In terms of ethical governance methods, a governance strategy prioritizing “pre-control” should be adopted to front-load ethical risks. On the practical application level, it was vital to clarify the reasonable application boundaries of technology in practice and integrate ethical morality into technology application behavior. Regarding social justice in technology resources, a dual approach of strengthening grassroots investment and educational guidance should be implemented to ensure ethical justice and accessibility in medical practice, thereby guiding the development of IoB technology to align with the fundamental principles of bioethics.
6.Clinical characteristics of allergic rhinitis induced by pollen in northern China.
Sinan HE ; Lijia CHEN ; Wenhua MING ; Xiaoyan WANG ; Hongtian WANG ; Xueyan WANG
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2025;39(5):470-481
Objective:The prevalence of seasonal allergic rhinitis (AR) and its combined diseases have been increasing recently. The purpose was to investigate the clinical characteristics and treatment of seasonal AR in northern China. Methods:A cross-sectional study was conducted in AR patients. The Visual analogue scale (VAS), combined diseases, clinical features, allergic pollen and treatments were analyzed. Results:Of the 789 AR subjects included, 54.1% had a family history of atopic disease. The mian course wa s(7.4±5.9) years. 95.4% of the subjects had moderate to severe AR. The prevalence rates of allergic conjunctivitis (AC), allergic asthma (AA), and pollen food allergy syndrome (PFAS) were 71.1%, 19.0%, and 39.5% respectively. Among the patients, 13.8% presented with only AR, while 39.3% had an AR combined with other disease, and 1.9% exhibited comorbidity involving five different diseases. VAS was positively correlated with the number of comorbidities(r=0.186, P<0.001). The mugwort exhibited the highest rate of pollen sensitization (48.9%), closely followed by cypress (48.3%). The prevalence of mono-sensitization to pollen was 20.2%, while the positive rates for double-sensitized pollens and more than three sensitized pollens were 17.4% and 62.4%, respectively. Among the study participants, 19.9% did not receive any form of treatment, while 66.2% were administered oral medication and 27.5% underwent nasal steroid spray therapy. The proportion of individuals receiving anti-IgE monoclonal antibodies was 4.3%, and allergen immunotherapy (AIT) treatment was undergone by 11.8%. Meanwhile, 41.2% of patients undergoing anti-IgE monoclonal antibody treatment also received AIT. The distribution of therapy types among patients was as follows: 44.7% received a single type, 22.2% received two types, and 9.8% received three types of therapy. Additionally, there was a subset of patients(1%) who were undergoing five distinct forms of treatment. The VAS score exhibited a significant negative correlation with no treatment(r=-0.199, P<0.001), while it showed a positive association with the number of treatment modalities(r=0.245, P<0.001). Conclusion:Mugwort and cypress are the predominant allergenic pollens responsible for seasonal AR in northern China. The majority of cases present with moderate to severe AR, often accompanied by various comorbidities, necessitating consideration of diverse treatment modalities. However, the current rate of adoption for AIT remains relatively insufficient.
Humans
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China/epidemiology*
;
Cross-Sectional Studies
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Rhinitis, Allergic, Seasonal/therapy*
;
Pollen/immunology*
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Adult
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Male
;
Female
;
Young Adult
;
Adolescent
;
Middle Aged
;
Child
;
Prevalence
;
Allergens/immunology*
;
Asthma/epidemiology*
;
Conjunctivitis, Allergic
7.Applications and challenges of DNA barcoding in rapid radiation groups: Rhodiola (Crassulaceae) as a case study.
Jinxin LIU ; Erhuan ZANG ; Yu TIAN ; Xinyi LI ; Tianyi XIN ; Lingchao ZENG ; Lijia XU ; Peigen XIAO
Chinese Herbal Medicines 2025;17(3):555-561
OBJECTIVE:
Rhodiolae Crenulatae Radix et Rhizoma (Hongjingtian in Chinese, RCRR), the roots and rhizomes of Rhodiola crenulata and its application in the medicinal market is very chaotic. In this study, DNA barcoding database and identification engine of Rhodiola species were established, decoction pieces from the medicinal market were identified, and the application and challenges of DNA barcoding in the rapid radiation of Rhodiola species were analyzed. This study provides reference for the protection, rational development, and utilization of endangered resources within Rhodiola species.
METHODS:
A total of 50 original plant samples from 20 species of the genus Rhodiola from Hebei, Xinjiang, Tibet, Jilin, and other major production areas were collected. Theses samples cover the typical distribution area (Qinghai-Tibetan Platea) of Rhodiola species and other scattered alpine regions (Changbai Mountain, Taibai Mountain, Lushan Mountain, etc.), it encompasses all Rhodiola species with thick rhizomes in China. ITS2 and psbA-trnH barcode of Rhodiola database (BORD) were established and an identification engine named Rhodiola-IDE was developed. The stability and accuracy of the standard DNA barcoding database were evaluated using two datasets. Rhodiola-IDE identified 31 decoction pieces of RCRR from the medicinal material market.
RESULTS:
The BORD containing 1 532 sequences of 88 Rhodiola species has been established, and the identification efficiency results showed good accuracy and stability. According to the Chinese Pharmacopoeia (2020 edition), 23 samples (74.2%) were identified as authentic R. crenulata, while the rest of the marketed varieties were R. kirilowii, R. dumulosa, and R. fastigiata. The product label "Larger flower, Hongjingtian" was identified as R. crenulata. Samples labeled as "Smaller flower, Hongjingtian" were identified as R. crenulata, R. kirilowii, and R. fastigiata.
CONCLUSION
ITS2 and psbA-trnH barcodes can identify monophyletic groups represented by R. crenulata. However, for non-monophyletic species, it is necessary to collect as many samples as possible and combine them with multiple markers for joint identification. This study discussed the application and challenges of DNA barcodes in Rhodiola under rapid radiation conditions, providing a scientific basis for the rational development and utilization of Rhodiola varieties.
8.Predictive value of MTHFR gene polymorphism in collaboration with serum ANG2 expression in chemotherapy for estrogen receptor-positive breast cancer
Lijia YIN ; Ti CHEN ; Jian ZHANG
Chinese Journal of Endocrine Surgery 2024;18(5):643-647
Objective:To explore the predictive value of methyltetrahydrofolate reductase (MTHFR) gene polymorphism in collaboration with serum ANG2 expression on the efficacy of estrogen receptor (ER) positive breast cancer chemotherapy.Methods:Sixty-six patients with ER-positive breast cancer who underwent chemotherapy were selected from Changshu First People’s Hospital from Mar. 2017 to Mar. 2022. According to the efficacy of chemotherapy, patients were divided into effective group and ineffective group. Clinical data of two groups of patients were collected, and PCR was used to detect MTHFR gene polymorphisms in leukocyte DNA and ANG2 expression in serum of patients before chemotherapy. The general data, MTHFR gene polymorphism and ANG2 level of the two groups were compared, and the factors influencing the efficacy of chemotherapy for ER-positive breast cancer were analyzed by Logistic regression. The predictive value of MTHFR gene polymorphism and ANG2 level in ER-positive breast cancer chemotherapy was analyzed according to receiver operating characteristic (ROC) curve.Results:There were 11 complete responses (CR), 38 partial responses (PR), 10 stable disease (SD), and 7 progressive disease (PD) after chemotherapy in 66 ER-positive breast cancer patients. The proportion of lymphatic metastases, the proportion of CC in C677T MTHFR gene and the level of ANG2 in serum in the ineffective group were higher than those in the effective group ( P<0.05). Logistic analysis showed that lymph metastases, C677T MTHFR gene and ANG2 level were independent risk factors for chemotherapy efficacy of ER-positive breast cancer by Logistic regression analysis ( P<0.05). ROC analysis showed that the area under the curve (AUC) values of C677T MTHFR gene and ANG2 in predicting the efficacy of chemotherapy for ER-positive breast cancer were 0.779 and 0.726, respectively, and 95% CI were 0.660-0.872 and 0.596-0.824. The combined predicted AUC value was 0.920, and 95% CI was 0.826-0.972. Conclusions:MTHFR gene polymorphism and ANG2 level are of reference value for chemotherapy efficacy of ER positive breast cancer. C677T type MTHFR gene has higher value in predicting the efficacy of ER-positive breast cancer chemotherapy in collaboration with serum ANG2 level.
9.Development of a prediction model for incidence of diabetic foot in patients with type 2 diabetes and its application based on a local health data platform
Yexian YU ; Meng ZHANG ; Xiaowei CHEN ; Lijia LIU ; Pei LI ; Houyu ZHAO ; Yexiang SUN ; Hongyu SUN ; Yumei SUN ; Xueyang LIU ; Hongbo LIN ; Peng SHEN ; Siyan ZHAN ; Feng SUN
Chinese Journal of Epidemiology 2024;45(7):997-1006
Objective:To construct a diabetes foot prediction model for adult patients with type 2 diabetes based on retrospective cohort study using data from a regional health data platform.Methods:Using Yinzhou Health Information Platform of Ningbo, adult patients with newly diagnosed type 2 diabetes from January 1, 2015 to December 31, 2022 were included in this study and divided randomly the train and test sets according to the ratio of 7∶3. LASSO regression model and bidirectional stepwise regression model were used to identify risk factors, and model comparisons were conducted with net reclassification index, integrated discrimination improvement and concordance index. Univariate and multivariate Cox proportional hazard regression models were constructed, and a nomogram plot was drawn. Area under the curve (AUC) was calculated as a discriminant evaluation indicator for model validation test its calibration ability, and calibration curves were drawn to test its calibration ability.Results:No significant difference existed between LASSO regression model and bidirectional stepwise regression model, but the better bidirectional stepwise regression model was selected as the final model. The risk factors included age of onset, gender, hemoglobin A1c, estimated glomerular filtration rate, taking angiotensin receptor blocker and smoking history. AUC values (95% CI) of risk outcome prediction at year 5 and 7 were 0.700 (0.650-0.749) and 0.715(0.668-0.762) for the train set and 0.738 (0.667-0.801) and 0.723 (0.663-0.783) for the test set, respectively. The calibration curves were close to the ideal curve, and the model discrimination and calibration powers were both good. Conclusions:This study established a convenient prediction model for diabetic foot and classified the risk levels. The model has strong interpretability, good discrimination power, and satisfactory calibration and can be used to predict the incidence of diabetes foot in adult patients with type 2 diabetes to provide a basis for self-assessment and clinical prediction of diabetic foot disease risk.
10.Development and application of a prediction model for incidence of diabetic retinopathy in newly diagnosed type 2 diabetic patients based on regional health data platform
Xiaowei CHEN ; Lijia LIU ; Yexian YU ; Meng ZHANG ; Pei LI ; Houyu ZHAO ; Yexiang SUN ; Hongyu SUN ; Yumei SUN ; Xueyang LIU ; Hongbo LIN ; Peng SHEN ; Siyan ZHAN ; Feng SUN
Chinese Journal of Epidemiology 2024;45(9):1283-1290
Objective:To develop a prediction model for the risk of diabetic retinopathy (DR) in patients with newly diagnosed type 2 diabetes mellitus (T2DM).Methods:Patients with new diagnosis of T2DM recorded in Yinzhou Regional Health Information Platform between January 1, 2015 and December 31, 2022 were included in the study. The predictor variables were selected by using Lasso-Cox proportional hazards regression model. Cox proportional hazards regression models were used to establish the prediction model for the risk of DR. Bootstrap method (500 resamples) was used for internal validation, and the performance of the model was assessed by C-index, the receiver operating characteristic curve and area under the curve (AUC), and calibration curve.Results:The predictor variables included in the final model were age of T2DM onset, education level, fasting plasma glucose, glycated hemoglobin A1c, urinary albumin, estimated glomerular filtration rate, and history of lipid-lowering agent and angiotensin converting enzyme inhibitor uses. The C-index of the final model was 0.622, and the mean corrected C-index was 0.623 (95% CI: 0.607-0.634). The AUC values for predicting the risk of DR after 3, 5, and 7 years were 0.631, 0.620, and 0.624, respectively, with a high degree of overlap of the calibration curves with the ideal curves. Conclusion:In this study, a simple and practical risk prediction model for DR risk prediction was developed, which could be used as a reference for individualized DR screening and intervention in newly diagnosed T2DM patients.


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