1.XGboost algorithm-based risk prediction model for postoperative dry eye in glaucoma patients
International Eye Science 2026;26(7):1270-1275
AIM:To construct a risk prediction model for postoperative dry eye in glaucoma patients using the XGBoost algorithm.METHODS:A retrospective analysis was performed on glaucoma patients who received surgical treatment at the hospital from July 2022 to June 2025. All patients were divided into a dry eye group and a non-dry eye group according to the occurrence of postoperative dry eye disease. Clinical data of the patients were collected, and univariate and multivariate logistic regression analyses were employed to screen out the risk factors for postoperative dry eye. The patients were randomly allocated into a training set and a validation set at a ratio of 7:3. An XGboost risk prediction model was built with the risk factors as feature variables, and the SHapley Additive exPlanations(SHAP)bar plot and beeswarm plot were used for visual interpretation of the model. The predictive efficacy of the model was evaluated via receiver operating characteristic(ROC)curve analysis. RESULTS:The study included 300 glaucoma patients(300 eyes). The non-dry eye group comprised 204 patients(204 eyes, 104 males and 100 females), and the dry eye group comprised 96 patients(96 eyes, 55 males and 41 females). The incidence rate of postoperative dry eye was 32.0%. Univariate analysis revealed statistically significant differences between the two groups in terms of age, comorbid diabetes, meibum viscosity grade, tear film breakup time, meibomian gland dysfunction, and operative time(all P<0.05). Multivariate logistic regression analysis showed that all the above factors were risk factors for postoperative dry eye(all P<0.01). The XGBoost model showed that these risk factors were ranked in descending order of predictive importance as: tear film breakup time, comorbid diabetes, operative time, age, meibomian gland dysfunction, and meibum viscosity grade. ROC curve analysis demonstrated that the area under the curve(AUC)of the XGboost model was 0.84(95%CI: 0.78-0.90)for the training set and 0.83(95%CI: 0.74-0.92)for the validation set, with both values showing statistical significance(both P<0.05).CONCLUSION:The XGboost algorithm-based risk prediction model for postoperative dry eye in glaucoma patients exhibits favorable predictive performance. It can be clinically applied to identify patients at high risk of developing postoperative dry eye, thereby facilitating targeted interventions for preventive purposes.
2.Comparison of long-term prognosis in elderly stageⅠnon-small cell lung cancer patients undergoing lobectomy or segmentectomy: A propensity score matching study
Hui CUI ; Yong SHI ; Yongkang YU ; Xiang HU
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(06):805-813
Objective To compare the long-term prognosis of elderly patients with stageⅠnon-small cell lung cancer (NSCLC) after lobectomy or segmentectomy. Methods Data of elderly patients with stageⅠNSCLC between 2010 and 2020 were collected from the SEER database. According to the resection method, patients were divided into a lobectomy group and a segmentectomy group. The overall survival (OS) and lung cancer-specific survival (LCSS) of the two groups were compared by propensity score matching (lobectomy : segmentectomy=2 : 1). Results A total of 9990 patients were included, including 5840 (58.46%) females and 4150 (41.54%) males, with an average age of (70.48±6.47) years. Among them, 9029 patients were in the lobectomy group and 961 patients were in the segmentectomy group. After propensity score matching, a total of 2883 patients were matched, including 1 922 patients in the lobectomy group and 961 patients in the segmentectomy group. There was no statistical difference in baseline data between the two groups (P>0.05). The 10-year OS rate and LCSS rate of the lobectomy group were higher than those of the segmentectomy group (OS: 51.15% vs. 38.35%, P<0.01; LCSS: 79.68% vs. 71.52%, P<0.01). Subgroup analysis showed that the survival advantage of lobectomy was found in patients aged 60-<70 years and ≥80 years; for patients 70-<80 years, there was no statistical difference in OS or LCSS between the two surgical methods (P>0.05). In addition, for patients with tumor diameter ≤2 cm (stages ⅠA1-ⅠA2), lymph node dissection number≥10, and receiving adjuvant radiotherapy/chemotherapy, segmentectomy could also achieve a similar prognosis as lobectomy. Conclusion Overall, for elderly patients with stage ⅠNSCLC, lobectomy can achieve better OS and LCSS. However, individual differences, tumor characteristics, and perioperative treatment plans should be considered comprehensively to determine the surgical method for elderly patients with stageⅠNSCLC.
3.Chemokine CCL2 Mediates Neuroglial Crosstalk and Drives Chronic Pain Pathogenesis.
Junyu LU ; Yunxin SHI ; Yongkang LI ; Ziyi NIU ; Shengxi WU ; Ceng LUO ; Rou-Gang XIE
Neuroscience Bulletin 2025;41(12):2296-2321
Chronic pain, frequently comorbid with neuropsychiatric disorders, significantly impairs patients' quality of life and functional capacity. Accumulating evidence implicates the chemokine CCL2 and its receptor CCR2 as key players in chronic pain pathogenesis. This review examines the regulatory mechanisms of the CCL2/CCR2 axis in chronic pain processing at three hierarchical levels: (1) Peripheral Sensitization: CCL2/CCR2 modulates TRPV1, Nav1.8, and HCN2 channels to increase neuronal excitability and CGRP signaling and calcium-dependent exocytosis in peripheral nociceptors to transmit pain. (2) Spinal Cord Central Sensitization: CCL2/CCR2 contributes to NMDAR-dependent plasticity, glial activation, GABAergic disinhibition, and opioid receptor desensitization. (3) Supraspinal Central Networks: CCL2/CCR2 signaling axis mediates the comorbidity mechanisms of pain with anxiety and cognitive impairment within brain regions, including the ACC, CeA, NAc, and hippocampus, and it also increases pain sensitization through the descending facilitation system. Current CCL2/CCR2-targeted therapeutic strategies and their development status are discussed, highlighting novel avenues for chronic pain management.
Humans
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Chronic Pain/physiopathology*
;
Animals
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Neuroglia/metabolism*
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Chemokine CCL2/metabolism*
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Receptors, CCR2/metabolism*
4.Clinical application of intraperitoneal chemotherapy ports in patients with gastric cancer and peritoneal metastases
Zhong ZHANG ; Sheng LU ; Yaping GUO ; Feng BIAN ; Yongkang XU ; Xiaodong MO ; Hexia LUO ; Xinyu TANG ; Min SHI ; Jun ZHANG ; Chao YAN ; Yu CHEN ; Zhenggang ZHU
Chinese Journal of Gastrointestinal Surgery 2025;28(5):521-527
Objective:To evaluate the clinical value and safety of an intraperitoneal chemotherapy port technique in patients with gastric cancer and peritoneal metastases undergoing intraperitoneal chemotherapy.Methods:This was a retrospective, descriptive case analysis. From November 2022 to October 2024, patients diagnosed with gastric cancer and peritoneal metastases at Wuxi Branch of Ruijin Hospital, Shanghai Jiao Tong University School of Medicine with an expected survival >3 months, underwent laparoscopic exploration combined with implantation of an intraperitoneal chemotherapy port [PORT-A-CATH II system (Model 21-4055-24)] implantation. The procedure was as follows: (1) after laparoscopic exploration, a 4-cm skin incision was made at a predetermined site and a subcutaneous pocket created by dissecting to the muscle fascia and removing subcutaneous fat as needed to position the port septum 0.5-1.0 cm from the skin surface; (2) under direct laparoscopic visualization, the abdominal cavity was punctured and a guidewire inserted, followed by an 8.5 Fr sheath, through which a catheter with three trimmed side holes was placed after removal of the sheath; (3) the catheter length in the abdominal cavity was adjusted to 25–30 cm and the catheter trimmed, and connected to the port base, ensuring it extended beyond the connector's visible hole; (4) the whole port was placed within the subcutaneous pocket, and non-absorbable sutures used to create a double purse-string suture at the catheter's abdominal entry, forming an anti-reflux ring; (5) non-absorbable sutures were used to securely fix the port to the fascia through its four base holes and the exposed catheter segments on the fascia sutured and buried; (6) patency was confirmed by injecting saline and followed by intermittent skin closure provided there was no bleeding; and (7) the catheter tip was positioned in the pelvic cavity under laparoscopic guidance. Postoperatively, the patients underwent normothermic intraperitoneal and systemic treatment. The port infusion protocol involved disinfecting the skin (>10 cm diameter) around the port, confirming the puncture site, inserting a Huber needle vertically at 90° to the port base, infusing 100 mL saline to ensure patency, followed by continuous infusion of 1000 mL paclitaxel solution, and sealing with 20 mL saline before removing the needle. No saline flushing was required between chemotherapy infusions. The primary outcomes were the incidence and management of complications post-port implantation.Results:The study cohort comprised 225 patients with gastric cancer and peritoneal metastases. Using standardized port implantation and postoperative puncture procedures, the complication rate during follow-up was 14.2% (32/225), including effusion in 14 patients (6.2%), port infection in 10 (4.4%), incision dehiscence in four (1.8%), port inversion in two (0.9%), hematoma in one (0.4%), and catheter rupture in one (0.4%). Seventy-five percent (24/32) of patients with complications recovered and continued using the port after conservative treatments (e. g., aspiration of effusions, antibiotic therapy, incision management), whereas the remaining 25.0% (8/32) with complications required surgical removal of the port because the treatment was ineffective. The presence of preoperative ascites ( P=0.019) and peritoneal cancer index score>15 ( P=0.038) were significantly associated with development of complications. Conclusions:Our standardized procedure for intraperitoneal chemotherapy port implantation is safe and feasible for patients with gastric cancer and peritoneal metastases, having a low overall complication rate. Most complications can be successfully managed with conservative treatment, the device thus providing reliable support for intraperitoneal chemotherapy.
5.Clinical application of intraperitoneal chemotherapy ports in patients with gastric cancer and peritoneal metastases
Zhong ZHANG ; Sheng LU ; Yaping GUO ; Feng BIAN ; Yongkang XU ; Xiaodong MO ; Hexia LUO ; Xinyu TANG ; Min SHI ; Jun ZHANG ; Chao YAN ; Yu CHEN ; Zhenggang ZHU
Chinese Journal of Gastrointestinal Surgery 2025;28(5):521-527
Objective:To evaluate the clinical value and safety of an intraperitoneal chemotherapy port technique in patients with gastric cancer and peritoneal metastases undergoing intraperitoneal chemotherapy.Methods:This was a retrospective, descriptive case analysis. From November 2022 to October 2024, patients diagnosed with gastric cancer and peritoneal metastases at Wuxi Branch of Ruijin Hospital, Shanghai Jiao Tong University School of Medicine with an expected survival >3 months, underwent laparoscopic exploration combined with implantation of an intraperitoneal chemotherapy port [PORT-A-CATH II system (Model 21-4055-24)] implantation. The procedure was as follows: (1) after laparoscopic exploration, a 4-cm skin incision was made at a predetermined site and a subcutaneous pocket created by dissecting to the muscle fascia and removing subcutaneous fat as needed to position the port septum 0.5-1.0 cm from the skin surface; (2) under direct laparoscopic visualization, the abdominal cavity was punctured and a guidewire inserted, followed by an 8.5 Fr sheath, through which a catheter with three trimmed side holes was placed after removal of the sheath; (3) the catheter length in the abdominal cavity was adjusted to 25–30 cm and the catheter trimmed, and connected to the port base, ensuring it extended beyond the connector's visible hole; (4) the whole port was placed within the subcutaneous pocket, and non-absorbable sutures used to create a double purse-string suture at the catheter's abdominal entry, forming an anti-reflux ring; (5) non-absorbable sutures were used to securely fix the port to the fascia through its four base holes and the exposed catheter segments on the fascia sutured and buried; (6) patency was confirmed by injecting saline and followed by intermittent skin closure provided there was no bleeding; and (7) the catheter tip was positioned in the pelvic cavity under laparoscopic guidance. Postoperatively, the patients underwent normothermic intraperitoneal and systemic treatment. The port infusion protocol involved disinfecting the skin (>10 cm diameter) around the port, confirming the puncture site, inserting a Huber needle vertically at 90° to the port base, infusing 100 mL saline to ensure patency, followed by continuous infusion of 1000 mL paclitaxel solution, and sealing with 20 mL saline before removing the needle. No saline flushing was required between chemotherapy infusions. The primary outcomes were the incidence and management of complications post-port implantation.Results:The study cohort comprised 225 patients with gastric cancer and peritoneal metastases. Using standardized port implantation and postoperative puncture procedures, the complication rate during follow-up was 14.2% (32/225), including effusion in 14 patients (6.2%), port infection in 10 (4.4%), incision dehiscence in four (1.8%), port inversion in two (0.9%), hematoma in one (0.4%), and catheter rupture in one (0.4%). Seventy-five percent (24/32) of patients with complications recovered and continued using the port after conservative treatments (e. g., aspiration of effusions, antibiotic therapy, incision management), whereas the remaining 25.0% (8/32) with complications required surgical removal of the port because the treatment was ineffective. The presence of preoperative ascites ( P=0.019) and peritoneal cancer index score>15 ( P=0.038) were significantly associated with development of complications. Conclusions:Our standardized procedure for intraperitoneal chemotherapy port implantation is safe and feasible for patients with gastric cancer and peritoneal metastases, having a low overall complication rate. Most complications can be successfully managed with conservative treatment, the device thus providing reliable support for intraperitoneal chemotherapy.
6.Clinical Characteristics and Potential Risk Factors Analysis of Liver Injury Related to Epimedii Folium Preparation
Yongkang ZHAO ; Yuyang LIU ; Wei SHI ; Han GAO ; Zheng LI ; Zhaofang BAI ; Haibo SONG ; Yuan GAO ; Jiabo WANG ; Xiaohe XIAO
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(6):205-210
ObjectiveThis paper aims to analyze the clinical characteristics and medication rationality of liver injury related to Epimedii Folium preparation (EP) and explore the possible risk factors of liver injury, so as to provide a reference for the safe clinical application of Epimedii Folium (EF). MethodA retrospective analysis was conducted on liver injury cases related to EP from 2012 to 2016. ResultThe number of reported liver injury cases and the proportion of severe cases related to the use of EP show an increasing trend, indicating the objective existence of liver injury caused by EP. There are more cases of liver injury related to EP in women than in men, with an onset age range of 15-91 years old and a median onset age of 60 years old (median onset ages for men and women are 59 and 60 years old, respectively). The time span from taking EP alone to the occurrence of liver injury is 1-386 days, with a median of 38 days. The time span from taking both EP and Western medicine to the occurrence of liver injury is 1-794 days, with a median of 34 days. EF-related liver injury preparations are mostly composed of traditional Chinese medicines that promote immunity and tonify the liver and kidney, indicating that immune stress in the body may be the mechanism of liver injury caused by the use of EP alone or in combination. There is no increasing trend of toxicity with time or dose in the liver injury caused by EP. By further exploring its risk factors, it is found that patients have unreasonable medication methods such as excessive dosage, repeated use, and multi-drug combination, which may also be one of the important risk factors for EF-related liver injury. ConclusionEP has a certain risk of liver injury and should be emphasized in clinical diagnosis and treatment. Immune stress may be the mechanism of liver injury caused by EP, and in clinical use, it is necessary to be vigilant about the risk of liver injury caused by unreasonable use and combined use with Western medicine.
7.Rapidly separating dissolving microneedles with sustained-release colchicine and stabilized uricase for simplified long-term gout management.
Yao YANG ; Zimu LI ; Ping HUANG ; Jiachan LIN ; Jinyuan LI ; Kexin SHI ; Jiahui LIN ; Jingwen HU ; Zhuoxian ZHAO ; Yongkang YU ; Hongzhong CHEN ; Xiaowei ZENG ; Lin MEI
Acta Pharmaceutica Sinica B 2023;13(8):3454-3470
Despite growing prevalence and incidence, the management of gout remains suboptimal. The intermittent nature of the gout makes the long-term urate-lowering therapy (ULT) particularly important for gout management. However, patients are reluctant to take medication day after day to manage incurable occasional gout flares, and suffer from possible long-term toxicity. Therefore, a safe and easy-to-operate drug delivery system with simple preparation for the long-term management of gout is very necessary. Here, a chitosan-containing sustained-release microneedle system co-loaded with colchicine and uricase liposomes were fabricated to achieve this goal. This microneedle system was confirmed to successfully deliver the drug to the skin and maintain a one-week drug retention. Furthermore, its powerful therapeutic potency to manage gout was investigated in both acute gouty and chronic gouty models. Besides, the drug co-delivery system could help avoid long-term daily oral colchicine, a drug with a narrow therapeutic index. This system also avoids mass injection of uricase by improving its stability, enhancing the clinical application value of uricase. In general, this two-drug system reduces the dosage of uricase and colchicine and improves the patient's compliance, which has a strong clinical translation.
8.Epidemiological characteristics and pathogen spectrum changes of hand-foot-mouth disease in Anhui province from 2015 to 2022
Wanwan Ma ; Lei Gong ; Yongkang Xiao ; Yonglin Shi ; Yinglu Ge ; Sai Hou ; Yong Sun ; Guoping Chen ; Yuanfang Sun ; Hongyuan Wei ; Shuang Nie ; Sun Liang ; Yong Sun
Acta Universitatis Medicinalis Anhui 2023;58(10):1763-1768
Objective :
To analyze the epidemiological characteristics and pathogen spectrum of hand,foot mouth disease (HFMD) in Anhui province from 2015 to 2022,and to provide scientific evidence for prevention and control measures of HFMD.
Methods :
The surveillance data of hand,foot and mouth disease in Anhui province from 2015 to 2022 were analyzed by descriptive epidemiology. Real-time PCR was used to detect and classify HFMD samples.
Results :
A total of 650 590 HFMD cases were reported in Anhui province from 2015 to 2022,including 1 406 se- vere cases and 17 deaths.The annual reported incidence was 131. 45 /100 000.The epidemic features of“low incidence in odd years and high incidence in even years”were presented from 2015 to 2019.The incidence showed a continuous decline from 2020 to 2022.The monthly distribution showed the characteristics of bimodal epidemic,and the main peak was not obvious in 2020.Hefei,Fuyang,Bozhou,Chuzhou and Suzhou ranked the top five cities in terms of cumulative incidence.The age of onset was mainly distributed in children aged 5 years and below,accounting for 89. 26% of the total cases.The male to female ratio was 1. 48 ∶ 1.A total of 28 657 laboratory-confirmed cases had been reported from 2015 to 2022.EV71 cases accounted for 10. 57% ,Cox A16 cases accounted for 24. 90% ,and other enterovirus cases accounted for 64. 53%.The dominant pathogens showed dynamic changes in different years.Since 2018,the proportion of EV71 decreased significantly,and the proportion of other enteroviruses gradually increased to become the dominant pathogens.Among other enteroviruses,Cox A6 strain was dominant (80. 48% ) .
Conclusion
This study suggests that the prevention and control of HFMD in Anhui province should be paid more attention from April to July and from October to December.The focus areas are the cities in northern Anhui and Hefei where the floating population is large.The focus of prevention and control is on children aged 5 years and below.Other enteroviruses have become the dominant pathogens of hand-foot-mouth disease in Anhui province,Cox A6 strain is dominant.
9.Clinical efficacy of laparoscopic surgery for stage Ⅳ gastric cancer after transformation therapy
Yongkang SHI ; Huafeng QIU ; Jun MA ; Zaiyuan YE
Journal of Chinese Physician 2022;24(3):330-333
Objective:To evaluate the clinical effect of laparoscopic surgery after transformation therapy for patients with stage Ⅳ gastric cancer.Methods:Clinical data of 55 patients with stage Ⅳ gastric cancer underwent transformation therapy at Zhejiang Provincial People′s Hospital from January 2018 to January 2021 were reviewed retrospectively. All patients had distant metastasis and underwent multi-disciplinary treatment (MDT) directed transformation therapy. 21 patients was appraised to have indications of laparoscopic exploration. Of which 18 patients underwent D2 radical laparoscopic gastrectomy, 1 patient underwent gastrojejunostomy and 2 patient underwent laparoscopic biopsy. The remission of patients after conversion therapy and the related intraoperative and postoperative indicators were analyzed.Results:After the transformation therapy, there were 2 cases of complete response (CR), 22 cases of partial response (PR), 14 cases of stable disease (SD) and 17 cases of progressive disease (PD). The objective response rate was 69.09%(38/55). 18 cases finally completed laparoscopic gastric cancer surgery (1 case converted to laparotomy), including total gastrectomy in 10 cases, distal gastrectomy in 8 cases, and R0 resection in 12 cases (R0 resection rate 12/18). In all 18 cases, the surgical time was (223±28)min, the intraoperative blood loss was (100±48)ml, and the number of lymph nodes resected was (28±8). The median postoperative hospital stay was 12(10.25, 19.25)d. After surgery, there were 2 cases of grade Ⅲ complications, 5 cases of grade Ⅱ complications and 1 case of grade Ⅰ complications. There was no perioperative death. The 1-year survival rate was 12/18. The median progression-free survival time was 11 months and the median overall survival time was 19 months.Conclusions:Laparoscopic surgery for stage Ⅳ gastric cancer after transformation therapy is safe and clinical effect is fine.
10. Diagnosed values of fine needle aspiration combined with contrast-enhanced ultrasonography in the diagnosis of early thyroid microcarcinoma
Feng LIAN ; Yongkang SUN ; Shengfei TANG ; Qian SHI
Clinical Medicine of China 2020;36(1):31-35
Objective:
To analyze the role of thyroid imaging reporting and data system(TI-RADS), contrast-enhanced ultrasound(CEUS), fine needle aspiration cytology (FNAC) and tumor proliferation related genes in the early diagnosis of thyroid micro-papillary carcinoma(PTMC) and risk assessment of early metastasis.
Methods:
From May 2018 to May 2019, a total of 140 patients with Thyroid micronodules for surgical resection and pathological diagnosis of benign or malignant into the Seventh People′s Hospital Affiliated to Shanghai University of Traditional Chinese Medicine for the retrospective study.There were 90 cases in benign group and 50 cases in malignant group.The levels of TI-RADS, CEUS enhancement mode, peak intensity (PI) and cyclin D1 (CCND1), cell nuclear Proliferating Antigen (PCNA) and vascular endothelial growth factor (VEGF) were compared between malignant and benign groups, VEGF) mRNA expression level.The positive rate of FNAC, TNM stage, capsule invasion and lymph node metastasis were evaluated.
Results:
The percentage of class four and more by TI-RADS grade in malignant group was significantly more than benign group((92.0% (46/50) vs.5.6% (5/90), χ2=103.718,


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