1.Construction of a prediction model for early hormone remission after prolactinoma surgery based on machine learning
Yanxia DENG ; Jiahui LIU ; Jing XU ; Weijie WANG ; Kun SUN ; Lianshu DING ; Jian JIANG
Chinese Journal of Clinical Medicine 2026;33(3):406-413
Objective To explore factors associated with early postoperative hormonal remission in patients with prolactinoma and to develop prediction models based on clinical and radiological features. Methods Data from 107 patients with prolactinoma who underwent transsphenoidal surgery at The First People’s Hospital of Huai’an, Nanjing Medical University between January 2020 and December 2024 was collected, included general clinical characteristics, preoperative laboratory indicators, and imaging features. Based on whether early postoperative prolactin (PRL) levels normalized, patients were divided into a remission group (n=76) and a non-remission group (n=31). Univariate logistic regression was used for preliminary evaluation of candidate variables, followed by LASSO regression for feature selection. Multiple machine learning models were constructed, including logistic regression, random forest, support vector machine, K-nearest neighbors, naive Bayes, decision tree, neural network, and gradient boosting decision tree (GBDT). All models were trained and evaluated using ten-fold cross-validation, with comprehensive assessment of model performance based on the area under the ROC curve (AUC), accuracy, sensitivity, specificity, precision, and F1 score. Results The maximum diameter of tumors in the non remission group was larger than that in the remission group (P=0.019), and the incidence of tumor stroke and preoperative PRL levels were significantly higher than those in the remission group (P<0.001). Univariate analysis showed that sex, maximum tumor diameter, tumor stroke, and preoperative PRL levels were influencing factors for early postoperative hormone response in patients with prolactinoma (P<0.05). The comparison results of machine learning models show that the neural network model performs the best (AUC=0.921) and has good clinical application value, followed by the GBDT model (AUC=0.893) and the support vector machine model (AUC=0.884). Other models also show certain predictive ability. Conclusions Sex, preoperative PRL levels, maximum tumor diameter, Hounsfield unit value, and tumor stroke are important factors affecting early hormone response after prolactinoma surgery. The machine learning model constructed based on the above variables has good predictive performance, and performs the best and has good clinical application value.
2.Deciphering the Risk of Developing Lung Cancer after the Diagnosis of Gastric Cancer with Genetic Evidence: A European and East Asian Populations–Based Mendelian Randomization Analysis
Jiansheng CHEN ; Aiming ZENG ; Yunzhe YU ; Sida SUN ; Liqun LIAO ; Siwei HUANG ; Zhongshan YANG ; Junfeng ZHOU ; Weijie WU
Cancer Research and Treatment 2026;58(1):242-251
Purpose:
Lung cancer is frequently observed as a second primary malignancy following gastric cancer, yet the genetic causality between them remains uncertain. This study aims to evaluate the causal relationship between gastric and lung cancers using Mendelian randomization (MR) analysis.
Materials and Methods:
Single nucleotide polymorphisms associated with gastric and lung cancers were selected from genome-wide association study in East Asian and European populations as instrumental variables. The causal effects between gastric and lung cancers were evaluated using univariable and multivariable MR analysis, with the inverse variance weighted (IVW) method serving as the primary criterion. Heterogeneity and sensitivity analyses were performed to ensure the robustness of the findings.
Results:
Univariable MR analysis demonstrated that genetic susceptibility to gastric cancer in the European population was significantly associated with an increased risk of lung cancer (IVW: odds ratio [OR], 1.285; 95% confidence interval [CI], 1.072 to 1.541; p=6.83E-03), which was consistently validated in the East Asian population (IVW: OR, 1.356; 95% CI, 1.114 to 1.651; p=2.40E-03). Multivariable MR analysis further indicated that the significant positive causal relationship between gastric cancer and lung cancer persisted in both populations after adjusting for confounding factors (all p < 0.05). Conversely, no significant causal relationship was observed for the risk of developing gastric cancer following the diagnosis of lung cancer in either population (p > 0.05).
Conclusion
This study confirms that genetic susceptibility to gastric cancer increases the risk of lung cancer. This finding provides a theoretical basis for exploring the underlying biological mechanisms and suggests that enhancing lung cancer screening in patients with gastric cancer may be necessary to improve patient prognosis.
3.RVG-modified Mesenchymal Stem Cell Exosomes Treat Obsessive-compulsive Disorder by Shifting Microglia Polarity
Chunren WEI ; Yuchong LUO ; Weijie WANG ; Jihui YUE ; Shenglin WEN
Journal of Sun Yat-sen University(Medical Sciences) 2026;47(3):468-481
ObjectiveThis study aimed to investigate the therapaeutic effects of rabies virus glycoprotein (RVG)-modified mesenchymal stem cell-derived exosomes (MSC-EXO) in a mouse model of obsessive-compulsive disorder (OCD), and to explore the underlying mechanisms. MethodsPrimary mouse adipose-derived MSCs were isolated and characterized by adipogenic and osteogenic differentiation assays and flow cytometry. RVG-overexpressing MSCs were generated, and the derived exosomes were characterized by nanoparticle size analysis, Western blotting, and transmission electron microscopy. An OCD mouse model was established using quinpirole, and the mice were divided into five groups: control, model, clomipramine(CMI), MSC-EXO, and RVG-MSC-EXO. Compulsive-like behaviors and cognitive function were evaluated using the compulsive checking test, open field test, marble-burying tes, and Morris water maze. The levels of inflammatory cytokines in the mouse prefrontal cortex were measured by qPCR and ELISA. Microglial polarization in the prefrontal cortex was assessed by immunofluorescence staining. The brain-targeting ability of RVG-MSC-EXO was verified using an in vivo imaging system (IVIS). ResultsRVG-modified MSC-derived exosomes exhibited significant brain-targeting ability in mice. Exosome treatment significantly reduced compulsive checking and marble-burying behaviors in mice. Exosome treatment decreased pro-inflammatory cytokines and increased anti-inflammatory cytokines. Exosome treatment promoted a shift in microglial polarization from the M1 phenotype to M2 phenotype. ConclusionRVG-modified mesenchymal stem cell-derived exosomes can target the mouse brain, alleviate neuroinflammation by promoting microglial polarization towards the M2 phenotype, and ultimately reduce compulsive-like behaviors in OCD mice.
4.Association Between Perioperative Troponin Management and Major Adverse Cardiac Events in Elderly Patients with Colorectal Cancer
Xue LOU ; Chuyi ZHANG ; Jiaojie XUE ; Zhichong CHEN ; Shiyao CHENG ; Weijie ZENG ; Mao OUYANG
Journal of Sun Yat-sen University(Medical Sciences) 2026;47(4):594-600
ObjectiveTo investigate the association between perioperative troponin elevation and the occurrence of major adverse cardiac events (MACE) in elderly patients with colorectal cancer, and to provide evidence for optimizing perioperative management strategies. MethodsA total of 268 elderly patients aged 70 years and above who underwent colorectal cancer surgery were retrospectively enrolled. They were divided into a conventional management group (87 cases) and a standardized management group (181 cases) according to the perioperative management strategy. Binary logistic regression analysis was used to identify the independent influencing factors for the occurrence of major adverse cardiac events. P-value ≤ 0.05 was considered statistically significant. ResultsAmong the 268 patients, the overall incidence of perioperative major adverse cardiac events was 4.5% (12/268). The total incidence of major adverse cardiac events in the conventional management group was 8.0% (7/87), which was significantly higher than that in the standardized management group (2.8%, 5/181;P=0.05). Specifically, the incidences of myocardial infarction, heart failure, and death in the conventional management group were markedly higher than those in the standardized management group (8.0% vs. 2.2%, 4.6% vs. 0.6%, 4.6% vs. 0.6%, all P<0.05), while no significant difference was observed in the incidence of cardiogenic shock between the two groups (1.1% vs. 1.1%, P>0.05). Postoperative troponin elevation was significantly associated with the occurrence of perioperative major adverse cardiac events except for cardiogenic shock (including total cardiovascular events, myocardial infarction, heart failure, and death) (all P<0.05), and it was identified as a strong independent risk factor for perioperative major adverse cardiac events in these patients. ConclusionCompared with conventional management, standardized perioperative troponin management can significantly reduce the risks of myocardial infarction, heart failure, and death, and also exhibits a potential protective trend against cardiogenic shock. Postoperative troponin elevation is a strong independent risk factor for the occurrence of perioperative major adverse cardiac events.
5.Chinese expert consensus on the application of jejunal interposition for esophageal reconstruction in complex esophageal cancer surgery (2026 edition)
Wenshu CHEN ; Lilan ZHAO ; Zhaoxian LIN ; Debin OU ; Zhigang LI ; Chengchu ZHU ; Longqi CHEN ; Shuoyan LIU ; Xiangnan LI ; Chao CHENG ; Ni ZHANG ; Songping XIE ; Xufeng GUO ; Xu LI ; Xinyu MEI ; Xuefeng LENG ; Jianqun MA ; Zhijun HUANG ; Guojun GENG ; Lin ZHANG ; Hongyan WANG ; Yi ZHANG ; Weijie WANG ; Jiangbo LIN ; Jinbiao XIE ; Jun GUAN ; Rongqi HE ; Xing LIN ; Xiuhua TU ; Yong LI ; Lijie TAN ; Xiaojie PAN
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2026;33(10):1527-1543
Objective Jejunal interposition is an important option for restoring gastrointestinal continuity in patients with complex esophageal cancer in whom the stomach is unavailable for reconstruction due to previous gastrectomy, tumor involvement, failed gastric conduit, or other constraints. Although the jejunum offers a caliber similar to the esophagus, a rich blood supply, and preserved peristaltic function, anatomical variations in mesenteric length and vascular arcades render long-segment and high-level reconstruction susceptible to excessive tension, mesenteric torsion, venous congestion, and inadequate distal perfusion. This consensus aims to provide standardized recommendations for the application of jejunal interposition in this specific patient population. Methods This consensus was developed in accordance with the WHO Handbook for Guideline Development and Chinese national guideline development standards, with reference to the Appraisal of Guidelines for Research & Evaluation Ⅱ(AGREE Ⅱ), Reporting Items for Practice Guidelines in Healthcare (RIGHT), and Scientific, Transparent and Applicable Rankings (STAR) checklists. The project was registered on the international practice guidelines registry platform (PREPARE-2026CN1384). The working group systematically searched Chinese and English evidence addressing 12 clinical questions. Evidence was graded using the Oxford Centre for Evidence-Based Medicine (OCEBM) 2009 system, with structured appraisal of risk of bias, inconsistency, indirectness, and imprecision. Recommendations were formulated through two rounds of Delphi surveys and a face-to-face consensus meeting, with an agreement threshold of ≥75%. Results The consensus generated 12 recommendations covering indications, selection between jejunum and colon, preoperative assessment, surgical approach and reconstruction route, pedicled jejunal interposition (PJI), supercharged pedicled jejunal interposition (SPJ), indocyanine green (ICG) perfusion assessment, perioperative nutrition, management of anastomotic leakage, long-term follow-up, and special treatment scenarios. Given that the available direct evidence is predominantly derived from single-center retrospective cohorts and case series, recommendations extrapolated from general esophagectomy or other gastrointestinal surgical evidence are deliberately phrased with caution. Conclusion Jejunal interposition is a safe and effective approach for digestive tract reconstruction in patients with complex esophageal cancer in whom the stomach is unavailable. This consensus emphasizes that clinical decision-making should be individualized based on the patient's prior treatment history, reconstruction height, vascular anatomy, technical availability, and institutional experience in the Chinese context.
6.The fluctuations of thyroid function in a childbearing-age-woman with Graves′ disease: One case report
Peiheng ZHANG ; Yu WANG ; Weijie SUN ; Yang ZHANG ; Huixia YANG ; Ying GAO
Chinese Journal of Endocrinology and Metabolism 2025;41(3):237-241
In patients with Graves′ disease, repeated transition between hyperthyroidism and hypothyroidism is uncommon. This report describes a female Graves′ disease patient with persistently high levels of thyroid-stimulating hormone receptor antibodies, who experienced multiple transitions between hyperthyroidism and hypothyroidism over a 7-year follow-up period, including during pregnancy. The fluctuations may be linked to the interplay between thyroid-stimulating hormone receptor stimulating antibody(TSAb) and thyroid-stimulating hormone receptor blocking antibody(TBAb). Treatment with either antithyroid medications or levothyroxine sodium, based on the patient′s thyroid status, helped maintain normal thyroid function. Stable thyroid function may contribute to maintaining a consistent thyroid immune status and reducing thyroid function fluctuation.
7.A case report of neonatal hypothyroidism induced by high maternal thyroid stimulating hormone receptor antibody level during pregnancy
Tao BAI ; Weijie SUN ; Peiheng ZHANG ; Yang ZHANG ; Huixia YANG ; Ying GAO
Chinese Journal of Endocrinology and Metabolism 2025;41(6):493-496
Maternal high titers of thyroid stimulating hormone receptor antibody(TRAb) during pregnancy can cause fetal and neonatal thyroid dysfunction, among which hypothyroidism is relatively rare. In this case, the woman was diagnosed with Hashimoto′s hypothyroidism prior to pregnancy and was treated with levothyroxine(LT 4) to maintain normal thyroid function throughout gestation. Despite normal maternal thyroid function, TRAb levels remained persistently elevated during pregnancy. The fetus showed a normal fetal thyroid circumference and heart rate, but no secondary ossification center was observed at 37 + 6 weeks of gestation. On the 9th day after birth, the neonate was diagnosed with congenital hypothyroidism and started on LT 4 replacement therapy. By 7 months of age, thyroid function had normalized, and LT 4 was discontinued. This case highlights the importance of close monitoring of fetal growth and neonatal thyroid function in pregnant women with high TRAb titers, to ensure timely detection and management of fetal and neonatal thyroid dysfunction.
8.Effects of biofeedback therapy combined with the Wenyang Yiqi Prescription and self-efficacy interventions on the clinical efficacy and quality of life in patients with functional defecation disorders
Bensheng WU ; Mingming SUN ; Zhizhong XU ; Lulu CHAO ; Jing LIU ; Weijie CHENG ; Xiaopeng WANG
International Journal of Traditional Chinese Medicine 2025;47(1):36-43
Objective:To evaluate the clinical efficacy and impact on quality of life of the biofeedback (BF) therapy combined with the Wenyang Yiqi Prescription and self-efficacy interventions in patients with functional defecation disorders (FDD).Methods:A prospective, randomized controlled trial design was employed. A total of 128 FDD patients were selected from the Pelvic Floor Center of the Department of Proctology, Suzhou Traditional Chinese Medicine Hospital Affiliated to Nanjing University of Chinese Medicine, between January 2021 and April 2023. These patients were randomly divided into two groups, with 64 cases in each group. Additionally, 41 historical control patients, who had received conventional BF training between June 2015 and January 2018 at the same center, were included for comparison. The historical control group received conventional BF therapy, the intervention group 1 combined BF therapy with self-efficacy interventions, and the intervention group 2 added the Wenyang Yiqi Prescription based on intervention group 1's treatment. All three groups underwent two treatment courses. Constipation symptom scores before and after treatment were performed; self-efficacy was assessed via the Self-Rated Abilities for Health Practices scale (SRAHP); health behaviors were evaluated using the Health-Promoting Lifestyle Profile (HPLP); anxiety and depression were evaluated through Self-Rating Anxiety Scale (SAS) and Self-Rating Depression Scale (SDS); quality of life was measured through SF-36. Clinical efficacy was evaluated based on constipation symptom scores.Results:During the treatment period, seven patients dropped out due to personal reasons, leaving 61 patients in intervention group 1 and 60 patients in intervention group 2 for efficacy analysis. The total effective rates were 80.32% (49/61) in intervention group 1, 83.33% (50/60) in intervention group 2, and 56.10% (23/41) in the historical control group. The total effective rates of both intervention groups were significantly higher than those in the historical control group ( χ2=7.06, 9.15; P=0.029, 0.010, respectively). After treatment, intervention group 2 showed significantly lower constipation-related straining scores [1 (1, 2) vs. 2 (1, 2), Z=-4.51] compared to intervention group 1 ( P<0.05). Additionally, intervention group 2 had lower scores for straining [1 (1, 2) vs. 2 (1, 2), Z=-3.15] and defecation time [1 (0, 1) vs. 1 (1, 2), Z=-3.13] compared to the historical control group ( P<0.05). Psychological comfort efficacy (19.13 ± 2.51 vs. 16.98 ± 1.86, t=5.36), health responsibility efficacy (23.63 ± 4.69 vs. 22.59 ± 3.05, t=2.06), and overall SRAHP scores (75.98 ± 4.44 vs. 72.33 ± 5.16, t=4.17) were higher in intervention group 2 compared to intervention group 1 ( P<0.05). The HPLP scores (79.33 ± 11.13 vs. 72.80 ± 9.20, t=3.10) of intervention group 2 were higher than those of the historical control group ( P<0.05). Emotional functioning scores (75.98 ± 18.45 vs. 68.92 ± 20.58 and 68.55 ± 18.21, F=20.91) in intervention group 2 were higher than in both intervention group 1 and the historical control group ( P<0.05). Conclusion:The combination of the Wenyang Yiqi Prescription with BF therapy and self-efficacy interventions effectively improves the clinical symptoms and quality of life in FDD patients.
9.Clinical characteristics combined with inflammatory markers for predicting prognosis of patients with acute ischemic stroke after mechanical thrombectomy
Lingling ZHOU ; Xuchen MENG ; Weijie ZHONG ; Zhaoliang SUN ; Xiaohong SHI ; Tanjun DENG ; Zixian MEI ; Jiexi XIAO ; Dingzhong TANG ; Yi LI
Academic Journal of Naval Medical University 2025;46(10):1290-1296
Objective To explore the potential prognostic factors of patients with acute ischemic stroke(AIS)after undergoing endovascular mechanical thrombectomy and to construct an effective predictive model.Methods A retrospective analysis of clinical data was conducted on 202 patients with anterior circulation large vessel occlusion AIS from 2 stroke centers.All patients received endovascular mechanical thrombectomy treatment,with treatment and follow-up lasting at least 90 d.Basic demographic characteristics,medical records,and baseline blood biomarker data were collected,and the potential prognostic indicators for AIS after 90 d were screened using least absolute shrinkage and selection operator(LASSO)-logistic regression analysis.Results It was found that alcohol drinking(P=0.029),hypertension(P=0.001),diabetes mellitus(P=0.021),stroke or transient ischemic attack(P=0.049),systolic blood pressure on admission(P=0.009),diastolic blood pressure on admission(P=0.038),blood glucose(P=0.003),white blood cell count(P=0.001),neutrophil count(P=0.001),fibrinogen(P=0.010),systemic immune-inflammation index(P=0.008)and neutrophil-to-lymphocyte ratio(NLR)(P<0.001)were associated with adverse clinical outcomes.Nine significant prognostic determinants were screened through LASSO-logistic regression analysis.Multivariate logistic regression analysis revealed that male sex(P=0.008),smoking history(P=0.013),hypertension(P=0.011),lymphocyte(P=0.028),fibrinogen(P=0.016),and NLR(P<0.001)were significant predictive factors for poor prognosis in AIS patients after endovascular thrombectomy treatment.The constructed prognostic model had an accuracy of 76.2%,a sensitivity of 78.2%,a specificity of 71.7%,and a positive predictive value of 86.7%.Conclusion The predictive model established in this study can assist clinicians in identifying high-risk patients with AIS who have undergone endovascular thrombectomy,and it provide guidance for formulating individualized treatment strategies.
10.A novel anti-ischemic stroke candidate drug AAPB with dual effects of neuroprotection and cerebral blood flow improvement.
Jianbing WU ; Duorui JI ; Weijie JIAO ; Jian JIA ; Jiayi ZHU ; Taijun HANG ; Xijing CHEN ; Yang DING ; Yuwen XU ; Xinglong CHANG ; Liang LI ; Qiu LIU ; Yumei CAO ; Yan ZHONG ; Xia SUN ; Qingming GUO ; Tuanjie WANG ; Zhenzhong WANG ; Ya LING ; Wei XIAO ; Zhangjian HUANG ; Yihua ZHANG
Acta Pharmaceutica Sinica B 2025;15(2):1070-1083
Ischemic stroke (IS) is a globally life-threatening disease. Presently, few therapeutic medicines are available for treating IS, and rt-PA is the only drug approved by the US Food and Drug Administration (FDA) in the US. In fact, many agents showing excellent neuroprotection but no blood flow-improving activity in animals have not achieved ideal clinical efficacy, while thrombolytic drugs only improving blood flow without neuroprotection have limited their wider application. To address these challenges and meet the huge unmet clinical need, we have designed and identified a novel compound AAPB with dual effects of neuroprotection and cerebral blood flow improvement. AAPB significantly reduced cerebral infarction and neural function deficit in tMCAO rats, pMCAO rats, and IS rhesus monkeys, as well as displayed exceptional safety profiles and excellent pharmacokinetic properties in rats and dogs. AAPB has now entered phase I of clinical trials fighting IS in China.

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