Objective To investigate the metabolic characteristics of patients with early-onset type 2 diabetes mellitus(T2DM)and to develop a risk prediction model for microvascular complications.Methods A retrospective study was conducted on 980 T2DM patients admitted for treatment between April 2020 and April 2024.Based on age at diagnosis,the patients were divided into two groups,an early-onset T2DM group(age at diagnosis<40 years,n=265)and a late-onset T2DM group(age at diagnosis≥40 years,n=715).Differences in metabolic indicators between the two groups were compared.Patients in the early-onset group were further divided into a complication subgroup(n=142)and a non-complication subgroup(n=123)based on the presence or absence of microvascular complications.Data on baseline characteristics,metabolic parameters,and laboratory indicators were collected and compared between the two groups.Multivariate logistic regression analysis was used to identify independent risk factors for microvascular complications,and a nomogram prediction model was constructed.The model's discriminative performance was assessed using receiver operating characteristic(ROC)curves,and its calibration was evaluated using calibration curves and the Hosmer-Lemeshow test.Decision curve analysis(DCA)was also performed to assess the model's clinical utility.Results Compared with the late-onset group,patients in the early-onset group exhibited more pronounced metabolic abnormalities,including higher body mass index(BMI),proportion of family history of diabetes mellitus,glycated hemoglobin(HbA1c)levels,total cholesterol(TC),triglycerides(TG),low-density lipoprotein cholesterol(LDL-C),triglyceride-glucose index(TyG),and lactate dehydrogenase(LDH)levels(all P<0.05),along with a shorter disease duration and lower levels of high-density lipoprotein cholesterol(HDL-C)(P<0.05).According to a multivariate analysis,systolic blood pressure(SBP),total bilirubin(TBIL),HDL-C,LDL-C,TyG,and LDH were identified as independent risk factors for microvascular complications in patients with early-onset T2DM.A predictive model based on these factors was established as the follows,Log(P)=-19.915+0.017×SBP-0.136×TBIL-1.241×HDL-C+0.684×LDL-C+0.769×TyG+0.050×LDH.The area under the ROC curve(AUC)was 0.864(95%CI,0.820-0.907),and the Hosmer-Lemeshow test indicated good model fit(χ2=10.286,P=0.246).The slope of the DCA curve was also close to 1.Conclusion The nomogram prediction model based on SBP,TBIL,HDL-C,LDL-C,TyG,and LDH demonstrates good predictive performance for microvascular complications and can provide a reference for clinical risk stratification and individualized intervention.

Background and aims:To investigate the safety and efficacy of direct-acting antiviral(DAA)regimens in a cohort of Chinese patients with chronic hepatitis C virus(HCV)infection. Methods:A total of 222 adult Chinese patients were enrolled and treated via DAA regimens in accor-dance with HCV management guidelines.Treatment responses were evaluated 4 weeks after treatment,at the end of treatment(EOT)and 12 weeks post-treatment.Virological responses,biochemical re-sponses,model for end-stage liver disease(MELD)and Child-Pugh(CP)scores were recorded. Results:A total of 218 patients(98.2％)achieved sustained virological response 12 weeks post-treatment and 4 patients relapsed.The combined number of rapid virological responses for all six regimens was 170/222(76.6％),and 221/222(99.6％)had achieved virological responses by the end of treatment.In decompensated cirrhosis patients the baseline mean CP score was 6.8±1.3 and the mean MELD score was 10.1±3.3.Compared with the mean CP score at baseline,the mean score is significantly lower at the end of treatment(5.7±1.3)and 12 weeks post-treatment(5.6±1.0).Estimated glomerular filtration rates did not differ significantly from baseline during the treatment or 12 weeks post-treatment.The incidence of adverse events in patients with chronic hepatitis C and compensated cirrhosis was 42/172(24.4％),and in patients with decompensated cirrhosis it was 8/22(36.4％).The most frequently reported adverse events were elevated indirect bilirubin,fatigue and rash.There were no cases of serious adverse events,death or treatment discontinuation because of adverse events. Conclusion:DAA regimens were highly effective and well tolerated irrespective of HCV genotype,cirrhosis,liver or kidney transplantation,hepatocellular carcinoma,HCV/hepatitis B virus co-infection,or renal failure.

Objective To study the efficiency and accuracy of artificial intelligence (AI) system based on fundus photograph in diabetic retinopathy(DR)screening,and evaluate the clinical application value of AI system. Methods A diagnostic trial was adopted. Total of 13683 color fundus photos were collected in Zhaoqing Gaoyao People's Hospital from March,2017 to November,2018. The AI system for DR (ZOC-DR-V1) was established,based on transfer learning + NASNet algorithm,by training 4465 precisely labeled fundus images (2510 normal,and 1955 with any stage of DR). One thousand confirmed fundus images (300 normal and 700 with any stage of DR),diagnosed by AI ( AI group ) and doctors ( 3 ophthalmologist doctors and 3 endocrinologist doctors ) ( doctor group ) , respectively. Ophthalmologist group and endocrinologist group were both composed of primary,intermediate and senior physicians. The mean reading time of each image and the total time of 1000 images were recorded. The accuracy and efficiency of AI system and doctor groups were compared. The reading process was divided into two stages. The diagnostic coincidence rate and the average reading time of each group between the two parts were calculated and compared. This study protocol was approved by Ethic Committee of Zhongshan Ophthalmic Center, Sun Yat-sen University (No. 2017KYPJ104). Results After training,the diagnostic coincidence rate of AI system (ZOC-DR-V1) in test set was 94. 7％,AUC was 0. 994. In this "man-machine to war",the diagnostic coincidence rate of primary,intermediate and senior endocrinologist was 94. 0％,91. 4％ and 93. 4％;the diagnostic coincidence rate of primary,intermediate and senior ophthalmologist was 92. 7％,94. 4％ and 95. 6％;the diagnostic coincidence rate of AI system was 95. 2％. There was no difference in the diagnostic coincidence rate between AI system and senior ophthalmologist ( P = 0. 749 ) . The mean reading time of each image of primary, intermediate and senior endocrinologists was (4. 63±1. 87),(3. 74±3. 47) and (5. 71±3. 47) seconds,and the total time of 1000 images of primary,intermediate and senior endocrinologists was 1. 29,1. 04 and 1. 58 hours;the mean reading time of each image of primary,intermediate and senior ophthalmologists was ( 7. 25 ± 6. 58 ) , ( 5. 18 ± 5. 01 ) and ( 5. 18 ± 3. 47 ) seconds,and the total time of 1000 images of primary,intermediate and senior endocrinologists was 2. 02,1. 44 and 1. 44 hours;the mean and total time of AI system was (1. 62±0. 67) seconds and 0. 45 hours,and the reading time of AI system was significantly shorter than that of the doctor groups (all at P=0. 000). The diagnostic coincidence rates between previous and posterior part of primary endocrinologist, primary and intermediate ophthalmologist were significantly different (χ2=11. 986,6. 517,10. 896;all at P<0. 05),and the mean reading time in the posterior part was significantly shorter than that in the previous part of intermediate and senior endocrinologist and primary ophthalmologist (t=4. 175,8. 189,5. 160;all at P<0. 01). While the reading time of AI system remained stable throughout the process(χ2=3. 151,P=0. 103;t=0. 038,P=0. 970). Conclusions The ophthalmic AI system based on fundus images has a good diagnostic efficiency,and its diagnostic coincidence rate can compare with senior ophthalmologist,providing a new method and platform for large-scale DR screening.

Objective: To evaluate the efficacy and safety of DCV-based DAAs therapy for chronic HCV infected Chinese patients. Methods: An open-label, non-randomized, prospective study was designed. Fifty-two patients with chronic HCV infection were enrolled. Among them, there was one patient after liver transplantation, 2 patients after kidney transplantation, 3 patients with hepatocellular carcinoma, and 4 patients with HBV infection. Thirteen cases with chronic hepatitis C (one compensated cirrhosis) who were negative for resistance-related variants [NS5A RAS (-)] of gene 1b and NS5A were treated with daclatasvir (DCV) + asunaprevir (ASV) for 24 weeks. Twenty-five cases of CHC (six compensated cirrhosis) with GT 1b, 2a, 3a, 3b, 6a were treated with DCV + SOF ± RBV for 24 weeks. 8 cases with decompensated cirrhosis of gene 1b and NS5A RAS(-) were given DCV + SOF + RBV regimen for 12 weeks. Six cases with decompensated cirrhosis, of gene 2a, 1b, 2a, 3a, 3b, were given DCV + SOF + RBV regimen for 24 weeks. HCV RNA, blood routine test, liver and kidney function, and upper abdominal ultrasound/MRI were measured at baseline, 4 weeks of treatment, end of treatment, and 12 weeks of follow-up. The incidence of adverse events and laboratory abnormalities during treatment were recorded. A t-test was used to compare the measurement data between two groups, and analysis of variance was used to compare the measurement data between multiple groups. Results: Sixteen patients (100%) achieved SVR12 after treatment, with 0% recurrence rate. Rapid virological response (RVR) of the four treatment regimens were 76.92%, 54.17%, 87.50%, and 83.33%, respectively, and 32 patients achieved 100% virological response after the completion of treatment. The incidence of adverse events of chronic hepatitis C with cirrhosis and decompensated cirrhosis was 62.5% and 64.29%, respectively. The most common adverse event was fatigue in CHC (25.00%), and elevated indirect bilirubin in decompensated cirrhosis (42.86%). No serious adverse drug events, deaths or adverse reactions occurred. Conclusion DCV-based DAAs regimen is promising option for the treatment of HCV genotypes, compensated cirrhosis, decompensated cirrhosis, hepatocellular carcinoma, and HCV infection after liver/kidney transplantation in china. Above all, it has high SVR12 with good tolerability and safety profile.

Objective To observe the clinical effect of dexmedetomidine for preventing agitation during extubation period in the patients undergoing percutaneous nephrostolithotomy.Methods Sixty ASA Ⅰ-Ⅱ patients with elective percutaneous nephrostolithotomy under general anesthesia were selected and randomly assigned to the dexmedetomidine (DEM) and normal saline group (NS),30 cases in each group.The DEM group was given dexmedetomidine 0.5 μg/kg by intravenous pumping at 30 min before the end of the operation,while the NS group was given the equal volume of normal saline by intravenous pumping for 10 min.MAP and HR were recorded before anesthesia induction(T0),at the end of skin suturing(T1),at the moment of extubation(T2),at 5 min (T3) and 10 min(T4)after extubation.The eye opening time and extubation time,and incidence of agitation were observed in the two groups.Results MAP and HR at T2,T3 and T4 in the DEM group were lower than those in the NS group(P＜0.05).MAP and HR at T2,T3,T4 in the NS group were higher than those before anesthesia induction(P＜0.05).The total incidence rate of agitation during extubation period in the DEM group was also significantly lower that that in the NS group(P＜0.01).No statistically significant differences were found between the two groups in the recovery time and extubation time(P＞0.05).Conclusion Intravenous pumping of dexmedetomidine 0.5 μg/kg at 30 min before the end of percutaneous nephrostolithotomy can effectively reduce the occurrence of agitation during extubation period.

Background and objectiveIt is so far not clear that how myasthenia gravis (MG) affected the prognosis of thymoma patients. The aim of this assay is to compare the postoperative survival between patients with thymoma only and those with both thymoma and MG.MethodsThe Chinese Alliance for Research in Thymomas (ChART) registry recruited patients with thymoma from 18 centers over the country on an intention to treat basis from 1992 to 2012. Two groups were formed according to whether the patient complicated MG. Demographic and clinical data were reviewed, Patients were fol-lowed and their survival status were analyzed.Results There were 1,850 patients included in this study, including 421 with and 1,429 without MG. Complete thymectomy were done in 91.2% patients in MG group and 71.0% in non-MG group (P<0.05). There were more percentage of patients with the histology of thymoma AB, B1, or B2 (P<0.05) in MG group, and more percentage of patients with MG were in Masaoka stage I and II. The 5 year and 10 year OS rates were both higher in MG group (93%vs 88%; 83%vs 81%,P=0.034) respectively. The survival rate was signiifcantly higher in patients with MG when the Masaoka staging was III/IV (P=0.003). Among patients with advanced stage thymoma (stage III, IVa, IVb), the constitu-ent ratios of III, IVa, IVb were similar between MG and Non-MG group. Histologically, however, there were signiifcantly more proportion of AB/B1/B2/B3 in the MG group while there were more C in the non-MG group (P=0.000). Univariate analyses for all patients showed that MG, WHO classiifcation, Masaoka stage, surgical approach, chemotherapy and radiotherapy and resectability were signiifcant factors, and multivariate analysis showed WHO Classiifcation, Masaoka stage, and resectability were strong independent prognostic indicators.ConclusionAlthough MG is not an independent prognostic factor, the sur-vival of patients with thymoma was superior when MG was present, especially in late Masaoka stage patients. Possible reasons included early diagnosis of the tumor, better histologic types, an overall higher R0 resection and less recurrence.

Background and objectiveTo compare the predictive effect of the Masaoka-Koga staging system and the International Association for the Study of Lung Cancer (IASLC)/the International Thymic Malignancies Interest Group (ITMIG) proposal for the new TNM staging on prognosis of thymic malignancies using the Chinese Alliance for Research in Thymomas (ChART) retrospective database.MethodsFrom 1992 to 2012, 2,370 patients in ChART database were ret-rospectively reviewed. Of these, 1,198 patients with complete information on TNM stage, Masaoka-Koga stage, and survival were used for analysis. Cumulative incidence of recurrence (CIR) was assessed in R0 patients. Overall survival (OS) was evalu-ated both in an R0 resected cohort, as well as in all patients (any R status). CIR and OS were ifrst analyzed according to the Masaoka-Koga staging system. Then, they were compared using the new TNM staging proposal.Results Based on Masaoka-Koga staging system, signiifcant difference was detected in CIR among all stages. However, No survival difference was revealed between stage I and II, or between stage II and III. Stage IV carried the highest risk of recurrence and worst survival. According to the new TNM staging proposal, CIR in T1a was signiifcantly lower comparing to all other T categories (P<0.05) and there is a signiifcant difference in OS between T1a and T1b (P=0.004). T4 had the worst OS comparing to all other T categories. CIR and OS were signiifcantly worse in N(+) than in N0 patients. Signiifcant difference in CIR and OS was detected between M0 and M1b, but not between M0 and M1a. OS was almost always statistically different when comparison was made between stages I-IIIa and stages IIIb-IVb. However, no statistical difference could be detected among stages IIIb to IVb.Conclusion Compared with Masaoka-Koga staging, the IASLC/ITMIG TNM staging proposal not only describes the extent of tumor invasion but also provides information on lymphatic involvement and tumor dissemination. Further study using prospectively recorded information on the proposed TNM categories would be helpful to better grouping thymic tumors for predicting prognosis and guiding clinical management.

Background and objectiveTo evaluate the role of preoperative induction therapy on prognosis of local-ly advanced thymic malignancies.MethodsBetween 1994 and 2012, patients received preoperative induction therapies (IT group) in the Chinese Alliance for Research in Thymomas (ChART) database, were compared with those having surgery di-rectly atfer preoperative evaluation (DS group). All tumors receiving induction therapies were locally advanced (clinically stage III-IV) before treatment and those turned out to be in pathological stage I and II were considered downstaged by induction. Clinical pathological characteristics were retrospectively analyzed. To more accurately study the effect of induction therapies, stage IV patients were then excluded. Only stage I-III tumors in the IT group and stage III cases in the DS group were selected for further comparison in a subgroup analysis.Results Only 68 (4%) out of 1,713 patients had induction therapies, with a R0 resection of 67.6%, 5-year recurrence of 44.9%, and 5- and 10-year overall survivals (OS) of 49.7% and 19.9%. Seventeen pa-tients (25%) were downstaged atfer induction. Signiifcantly more thymomas were downstaged than thymic carcinomas (38.7%vs 13.9%,P=0.02). Tumors downstaged atfer induction had signiifcantly higher 5-year OS than those not downstaged (93.8%vs 35.6%,P=0.013). For the subgroup analysis when stage IV patients were excluded, 5-year OS was 85.2% in the DS group and 68.1% in the IT group (P<0.001), although R0 resection were similar (76.4%vs 73.3%,P=0.63). However, 5-year OS in tumors downstaged atfer induction (93.8%) was similar to those in the DS group (85.2%,P=0.438), both signiifcantly higher than those not downstaged atfer induction (35.6%,P<0.001).ConclusionOnly 68 (4%) out of 1,713 patients had induction therapies, with a R0 resection of 67.6%, 5-year recurrence of 44.9%, and 5- and 10-year overall survivals (OS) of 49.7% and 19.9%. Seventeen patients (25%) were downstaged atfer induction. Signiifcantly more thymomas were downstaged than thy-mic carcinomas (38.7%vs 13.9%,P=0.02). Tumors downstaged atfer induction had signiifcantly higher 5-year OS than those not downstaged (93.8%vs 35.6%,P=0.013). For the subgroup analysis when stage IV patients were excluded, 5-year OS was 85.2% in the DS group and 68.1% in the IT group (P<0.001), although R0 resection were similar (76.4%vs 73.3%,P=0.63). However, 5-year OS in tumors downstaged atfer induction (93.8%) was similar to those in the DS group (85.2%,P=0.438), both signiifcantly higher than those not downstaged atfer induction (35.6%,P<0.001).

Background and objectiveVideo-assisted thoracoscopic surgery (VATS) theoretically offers advantages over open thymectomy for clinically early-stage (Masaoka-Koga stage I and II) thymic malignancies. However, longterm outcomes have not been well studied. We compared the postoperative outcomes and survival from a cohort study based on the database of the Chinese Alliance for Research in Thymomas (ChART).MethodsBetween 1994 and 2012, data of 1,117 patients hav-ing surgery for clinically early-stage (Masaoka-Koga stage I and II) tumors were enrolled for the study. Among them, 241 cases underwent VATS thymectomy (VATS group), while 876 cases underwent open thymectomy (Open group). Univariate analyses were used to compare the clinical character and perioperative outcomes between the two groups. And multivariate analysis was performed to determine the independent predictive factors for long-term survival.Results Compared with the Open group, the VATS group had higher percentage of total thymectomy (80.5%vs 73.9%,P=0.028), resection rate (98.8%vs 88.7%,P<0.001) and less recurrence (2.9%vs 16.0%,P<0.001). Five-year overall survival was 92% atfer VATS and 92% atfer open thymectomy, with no signiifcant difference between the two groups (P=0.15). However, 5-year disease free survival were 92% in VATS group and 83% in Open group (P=0.011).Cox proportional hazards model revealed that WHO classiifcation, Masaoka-Koga stage and adjuvant therapy were independent predictive factors for overall survival, while surgical approach had no signiifcant impact on long-term outcome.ConclusionhTis study suggests that VATS thymectomy is an effective approach for clinically early-stage thymic malig-nancies. And it may offer better perioperative outcomes, as well as equal oncological survival.

Background and objectiveTo evaluate the surgical outcomes of tumor resection with or without total thymectomy for thymic epithelial tumors (TETs) using the Chinese Alliance for Research in Thymomas (ChART) retrospec-tive database.Methods Patients without preoperative therapy, who underwent surgery for early-stage (Masaoka-Koga stage I and II) tumors, were enrolled for the study. They were divided into thymectomy and thymomectomy groups according to the resection extent of the thymus. Demographic and surgical outcomes were compared between the two patients groups. Results A total of 1,047 patients were enrolled, with 796 cases in the thymectomy group and 251 cases in the thymomec-tomy group. Improvement rate of myasthenia gravis (MG) was higher atfer thymectomy than atfer thymomectomy (91.6%vs 50.0%,P<0.001). Ten-year overall survival was similar between the two groups (90.9% atfer thymectomy and 89.4% atfer thymomectomy,P=0.732). Overall, recurrence rate was 3.1% atfer thymectomy and 5.4% atfer thymomectomy, with no sig-niifcant difference between the two groups (P=0.149). Stratiifed analysis revealed no signiifcant difference in recurrence rates in Masaoka-Koga stage I tumors (3.2%vs 1.4%,P=0.259). However in patients with Masaoka-Koga stage II tumors, recurrence was signiifcantly less atfer thymectomy group than atfer thymomectomy (2.9%vs 14.5%,P=0.001).Conclusion hTymectomy, instead of tumor resection alone, should still be recommended as the surgical standard for thymic malignancies, especially for stage II tumors and those with concomitant MG.