1.Clinical Efficacy of Yiqi Yangyin Huoxue Prescription in Treatment of Cathartic Colon and Analysis of Influencing Factors of Disease Severity
Youcheng HE ; Jingyi SHAN ; Fengru JIANG ; Yue WU ; Chunyu ZHOU ; Lu HANG ; Yan ZHOU ; Lian MO ; Shuyu CAI ; Keyi PAN ; Lifeng WEI ; Jianye YUAN
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(11):173-184
ObjectiveTo observe the clinical efficacy of the Yiqi Yangyin Huoxue prescription (YYHP) in the treatment of cathartic colon (CC) and its effects on fecal short-chain fatty acids (SCFAs), and to explore the correlations among CC severity indicators and between these indicators and patient history. MethodsAccording to the inclusion and exclusion criteria, 98 patients meeting the diagnostic criteria of both traditional Chinese and Western medicine for CC with the syndrome of Qi-Yin deficiency complicated by blood stasis were randomly assigned to an observation group and a control group. The observation group received YYHP granules, while the control group received lactulose. Both medications were administered twice daily, one sachet each time, half an hour after breakfast and dinner, with a treatment course of 8 weeks. The primary constipation symptom score, Patient Assessment of Constipation Quality of Life (PAC-QOL) score, and TCM syndrome score were assessed before and after treatment and at the 8th week after the end of treatment. The overall clinical effective rate, as well as the efficacy attenuation index and degree, were evaluated. Fecal SCFA levels were measured using gas chromatography-mass spectrometry (GC-MS). Spearman correlation analysis was performed to explore the correlations among CC severity indicators and between these indicators and patient history. ResultsThe overall clinical effective rate in the observation group (95.83%) was higher than that in the control group (78.72%) (P<0.05). After treatment, the total scores for primary constipation symptoms, PAC-QOL, and TCM syndromes decreased in both groups (P<0.05), with more significant reductions in the observation group (P<0.05). The severity of all primary constipation symptoms was alleviated in both groups (P<0.05). In terms of "excessive straining and difficult defecation", "anal heaviness, incomplete evacuation, and bloating sensation", "abdominal distension", and "defecation frequency", the observation group showed better efficacy than the control group (P<0.05). Scores of the four PAC-QOL dimensions and the scores and severity of primary and secondary TCM symptoms were reduced in both groups (P<0.05), with more significant reductions in the observation group (P<0.05). After treatment, acetic acid, propionic acid, butyric acid, and total SCFAs in the observation group increased significantly (P<0.05). The efficacy attenuation index and degree in the observation group were lower than those in the control group (P<0.05). No severe adverse reactions occurred in either group, and there was no statistically significant difference in the incidence of adverse reactions between the two groups. Positive correlations of varying degrees were observed among the total scores of primary constipation symptoms, PAC-QOL, and TCM syndromes, as well as between these scores and the history of stimulant laxative use, disease duration, and age. ConclusionYYHP can effectively alleviate the primary constipation symptoms in CC patients, improve quality of life, and ameliorate TCM syndromes, with good safety. It also has the advantage of a lower rebound degree after drug withdrawal, and its mechanism may be related to increasing fecal SCFA levels. Long-term abuse of stimulant laxatives may aggravate the severity of CC and prolong the disease course.
2.Prrx1 promotes mesangial cell proliferation and kidney fibrosis through YAP in diabetic nephropathy.
Liu XU ; Jiasen SHI ; Huan LI ; Yunfei LIU ; Jingyi WANG ; Xizhi LI ; Dongxue REN ; Sijie LIU ; Heng WANG ; Yinfei LU ; Jinfang SONG ; Lei DU ; Qian LU ; Xiaoxing YIN
Journal of Pharmaceutical Analysis 2025;15(10):101247-101247
Mesangial cell proliferation is an early pathological indicator of diabetic nephropathy (DN). Growing evidence highlights the pivotal role of paired-related homeobox 1 (Prrx1), a key regulator of cellular proliferation and tissue differentiation, in various disease pathogenesis. Notably, Prrx1 is highly expressed in mesangial cells under DN conditions. Both in vitro and in vivo studies have demonstrated that Prrx1 overexpression promotes mesangial cell proliferation and contributes to renal fibrosis in db/m mice. Conversely, Prrx1 knockdown markedly suppresses hyperglycemia-induced mesangial cell proliferation and mitigates renal fibrosis in db/db mice. Mechanistically, Prrx1 directly interacts with the Yes-associated protein 1 (YAP) promoter, leading to the upregulation of YAP expression. This upregulation promotes mesangial cell proliferation and exacerbates renal fibrosis. These findings emphasize the crucial role of Prrx1 upregulation in high glucose-induced mesangial cell proliferation, ultimately leading to renal fibrosis in DN. Therefore, targeting Prrx1 to downregulate its expression presents a promising therapeutic strategy for treating renal fibrosis associated with DN.
3.Percutaneous coronary intervention vs . medical therapy in patients on dialysis with coronary artery disease in China.
Enmin XIE ; Yaxin WU ; Zixiang YE ; Yong HE ; Hesong ZENG ; Jianfang LUO ; Mulei CHEN ; Wenyue PANG ; Yanmin XU ; Chuanyu GAO ; Xiaogang GUO ; Lin CAI ; Qingwei JI ; Yining YANG ; Di WU ; Yiqiang YUAN ; Jing WAN ; Yuliang MA ; Jun ZHANG ; Zhimin DU ; Qing YANG ; Jinsong CHENG ; Chunhua DING ; Xiang MA ; Chunlin YIN ; Zeyuan FAN ; Qiang TANG ; Yue LI ; Lihua SUN ; Chengzhi LU ; Jufang CHI ; Zhuhua YAO ; Yanxiang GAO ; Changan YU ; Jingyi REN ; Jingang ZHENG
Chinese Medical Journal 2025;138(3):301-310
BACKGROUND:
The available evidence regarding the benefits of percutaneous coronary intervention (PCI) on patients receiving dialysis with coronary artery disease (CAD) is limited and inconsistent. This study aimed to evaluate the association between PCI and clinical outcomes as compared with medical therapy alone in patients undergoing dialysis with CAD in China.
METHODS:
This multicenter, retrospective study was conducted in 30 tertiary medical centers across 12 provinces in China from January 2015 to June 2021 to include patients on dialysis with CAD. The primary outcome was major adverse cardiovascular events (MACE), defined as a composite of cardiovascular death, non-fatal myocardial infarction, and non-fatal stroke. Secondary outcomes included all-cause death, the individual components of MACE, and Bleeding Academic Research Consortium criteria types 2, 3, or 5 bleeding. Multivariable Cox proportional hazard models were used to assess the association between PCI and outcomes. Inverse probability of treatment weighting (IPTW) and propensity score matching (PSM) were performed to account for potential between-group differences.
RESULTS:
Of the 1146 patients on dialysis with significant CAD, 821 (71.6%) underwent PCI. After a median follow-up of 23.0 months, PCI was associated with a 43.0% significantly lower risk for MACE (33.9% [ n = 278] vs . 43.7% [ n = 142]; adjusted hazards ratio 0.57, 95% confidence interval 0.45-0.71), along with a slightly increased risk for bleeding outcomes that did not reach statistical significance (11.1% vs . 8.3%; adjusted hazards ratio 1.31, 95% confidence interval, 0.82-2.11). Furthermore, PCI was associated with a significant reduction in all-cause and cardiovascular mortalities. Subgroup analysis did not modify the association of PCI with patient outcomes. These primary findings were consistent across IPTW, PSM, and competing risk analyses.
CONCLUSION
This study indicated that PCI in patients on dialysis with CAD was significantly associated with lower MACE and mortality when comparing with those with medical therapy alone, albeit with a slightly increased risk for bleeding events that did not reach statistical significance.
Humans
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Percutaneous Coronary Intervention/methods*
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Male
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Female
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Coronary Artery Disease/drug therapy*
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Retrospective Studies
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Renal Dialysis/methods*
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Middle Aged
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Aged
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China
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Proportional Hazards Models
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Treatment Outcome
4.Cost analysis of hospital-acquired infections in neurosurgery department patients undergoing brain tumor resection
Peng XU ; Xianming QIU ; Yi XU ; Xuan GUO ; Jingyi LYU ; Weiguang LI ; Lili WANG ; Hongzhen LU
Chinese Journal of Nosocomiology 2025;35(22):3463-3467
OBJECTIVE To investigate the incidence of hospital-associated infections among the neurosurgery de-partment patients undergoing brain tumor resection and analyze the economic cost so as to provide scientific bases for formulating prevention strategies.METHODS Totally 1027 patients who underwent brain tumor resection in neurosurgery department of the First Affiliated Hospital of Shandong First Medical University from Jan.1,2020 to Dec.31,2024 were recruited as the research subjects.The 36 patients who had postoperative hos-pital-associated infections were assigned as the infection group,and 991 patients who did not have hospital-associ-ated infection were assigned as the no infection group.The patients of the infection group and the non-infection group were matched in a 1∶1 ratio by using propensity score matching method(caliper value 0.005).The length of hospital stay and costs of medical items were compared between the infection group and the non-infection group,and the economic burden due to the hospital-associated infections was estimated.RESULTS The incidence of hospital-associated infections was 3.51%among the patients undergoing brain tumor resection,and totally 36 pairs were matched successfully with the propensity score.The hospitalization cost of the infection group was 109,103.81(73,370.21,163,628.37)yuan after the matching,which was increased by 50,087.69 yuan as com-pared with the non-infection group(Z=-5.237,P<0.001);the length of hospital stay was 23.00(17.25,36.00)days,which was prolonged by 8.50 days(Z=-3.764,P<0.001).Among the costs of medical items,the medial costs of western medicine,treatment materials and clinical laboratory tests increased most.CONCLUSIONS The control of the costs of western medicine,treatment materials and clinical laboratory tests is the key to reduce the costs of brain tumor resection patients with hospital-associated infections.It is necessary to carry out the real-time monitoring of the hospital-associated infections and early warning of suspected cases and reduce the incidence of hospital-associated infections so as to reduce the economic costs.
5.Effects and mechanisms of the kidney-reinforcing and blood circulation-activating and collateral dredging decoction metabolites on the proliferation of multiple myeloma KM3 cells
Jingbo SHI ; Changnian LI ; Wenjian WEI ; Jiyuan DING ; Guodong MA ; Lulu LI ; Yaru WANG ; Yitong LU ; Jie XU ; Wei ZHENG ; Yan WANG ; Jingyi WANG ; Ruirong XU ; Siyuan CUI
Chinese Journal of Hematology 2025;46(7):647-654
Objective:To evaluate the effects and underlying mechanisms of metabolites derived from the kidney-reinforcing, blood circulation-activating, and collateral dredging decoction on the proliferation of multiple myeloma (MM) KM3 cells.Methods:MM KM3 cells in the logarithmic growth phase were treated with 3%, 6%, 9%, or 12% metabolites of kidney-reinforcing, blood circulation-activating, and collateral dredging decoction. Cell viability was assessed using the CCK-8 assay. Apoptosis and necrosis were evaluated using flow cytometry and TUNEL staining. Mitochondrial and cellular ultrastructural changes were examined using transmission electron microscopy. mRNA and protein expression levels of dynamin-related protein 1 (Drp1), mitochondrial fission protein 1 (Fis1), mitochondrial fission factor (MFF), PTEN-induced kinase 1 (Pink1), and E3 ubiquitin ligase (Parkin) were determined through quantitative real-time PCR and western blotting. High-performance liquid chromatography-tandem mass spectrometry (HPLC-MS/MS) combined with network pharmacology, was utilized for reverse verification of the pharmacodynamic mechanisms and therapeutic targets underlying the anti-MM activity of this decoction.Results:The metabolites of the kidney-reinforcing, blood circulation-activating, and collateral dredging decoction inhibited KM3 cell proliferation and induced apoptosis in a dose-dependent manner. Transmission electron microscopy revealed increased mitochondrial fission and autophagic structures, with effects intensifying at higher metabolite concentrations. mRNA and protein expression of Drp1, Fis1, MFF, Pink1, and Parkin were significantly upregulated in treatment groups compared to controls ( P<0.05), with the most pronounced effects observed in the 12% metabolite group ( P<0.01). HPLC-MS/MS identified 121 bioactive compounds in BHTF, which shared 474 overlapping targets with MM. Enrichment analysis suggested that BHTF exerts antitumor effects primarily through apigenin, palmatine, and other key components by modulating TNF, NF-κB, and mitophagy pathways. Conclusion:The kidney-reinforcing and blood circulation-activating and collateral dredging decoction suppresses the proliferation of MM KM3 cells, potentially through mechanisms involving the regulation of mitochondrial dynamics and induction of autophagy.
6.Surveillance and analysis of etiology of viral diarrhea in children under five years old in Baotou city
Xiaojuan CHEN ; Yaoxing LIU ; Jingxian PENG ; Yingbo XIE ; Min GUO ; Jingyi LU ; Men WANG ; Rong JIN
Chinese Journal of Microbiology and Immunology 2025;45(6):507-511
Objective:To investigate the epidemiological trends of viral diarrhea pathogens in children in Baotou city, and to provide reference for controlling the prevalence of viral diarrhea and guiding the development of regional vaccines.Methods:Fecal samples were collected from children under five years old hospitalized with viral diarrhea at two sentinel hospitals in Baotou from June 2023 to May 2024. Real-time PCR was used to detect group A rotavirus, norovirus, adenovirus, and astrovirus. Statistical analysis was performed using SPSS 20.0 software, with Chi-square tests conducted to assess differences. A P value<0.05 was considered statistically significant. Results:A total of 246 fecal samples were collected, including 153 from males and 93 from females. Among these, 135 samples tested positive, yielding a positivity rate of 54.88% (135/246). There were 82 positive samples from male children and 53 from female children, with no significant difference between genders. Most positive samples (51.85%, 70/135) tested positive for two viruses. Specifically, co-infections of group A rotavirus with norovirus or adenovirus accounted for 98.57% (69/70) of all co-infected cases. Significant differences in detection rates were observed across age groups (χ 2=29.803, P<0.001), with the highest positivity rates in children under one year old and in the 1-year age group. Seasonality, viral diarrhea in Baotou was more prevalent in winter and spring. The G8P[8] genotype of group A rotavirus was the predominant strain. Conclusions:From June 2023 to May 2024, viral diarrhea in hospitalized children under five years old in Baotou is primarily caused by co-infections of group A rotavirus and norovirus, with a higher incidence in preschool-aged children. The G8P[8] genotype of group A rotavirus is the dominant strain. It is recommended to strengthen vaccination and surveillance efforts for viral diarrhea in preschool children, particularly during the winter and spring seasons.
7.Application of wearable devices in monitoring acute exacerbations of chronic obstructive pulmonary disease in primary care
Mi YAO ; Yonghao LU ; Guanning JING ; Qiaoli SU ; Jiapei XU ; Yujing SU ; Jiao XU ; Yue CHEN ; Jingyi YE ; Jingyu HAO ; Yadong HUANG ; Chunhua CHI
Chinese Journal of General Practitioners 2025;24(12):1503-1509
Objective:To explore the correlation between abnormal vital signs (e.g., heart rate, oxygen saturation, and body temperature) and acute exacerbations in patients with chronic obstructive pulmonary disease (COPD), as well as to evaluate the clinical value of continuous monitoring via wearable devices for the early warning and intervention.Methods:A multicenter cross-sectional study enrolled 335 patients with stable chronic obstructive pulmonary disease (COPD) from 12 community health centers in Beijing and Chengdu between June 2023 and May 2024. General demographic and clinical data were collected, and each participant underwent continuous monitoring of resting heart rate, oxygen saturation, and body temperature using wearable devices for 21 days. Based on whether participants had experienced acute exacerbations requiring outpatient, emergency, or inpatient treatment within the previous year, they were categorized into the acute exacerbation group and the non-exacerbation group. Differences in physiological parameters between the acute exacerbation group and non-exacerbation group were analyzed, and contributing factors were assessed using logistic regression analysis.Results:A total of 335 patients with stable COPD were enrolled, including 252 cases (75.22%) in the acute exacerbation group and 83 cases (24.78%) in the non-acute exacerbation group. There were no statistically significant differences in age, sex distribution, comorbidities, or baseline lung function between the two groups (all P>0.05). Compared with the non-acute exacerbation group, patients in the acute exacerbation group had a faster resting heart rate((76.01 ± 7.78) beats/min vs. (72.72 ± 7.35) beats/min, t=3.126, P=0.002), a higher proportion of patients with decreased oxygen saturation (1.75% (0.97%, 3.03%) vs. 0.86% (0.44%, 1.65%), Z=11.086, P=0.001), and a higher proportion of patients with elevated body temperature (0.60% (0.39%, 1.03%) vs. 0.31% (0.17%, 0.54%), Z=7.314, P=0.007). Logistic regression analysis showed that advanced age ( OR=1.051, 95% CI: 1.023-1.080), increased heart rate ( OR=1.055, 95% CI:1.013-1.098), decreased oxygen saturation ( OR=1.197, 95% CI:1.023-1.400), and elevated body temperature ( OR=1.777, 95% CI:1.148-2.752) were positively associated factors for acute exacerbation of COPD. Conclusions:Abnormalities in physiological indicators such as heart rate, oxygen saturation, and body temperature are associated with acute exacerbations in COPD patients. Continuous monitoring using wearable devices may provide a new method for early warning and timely intervention in COPD exacerbations.
8.Safety of a novel domestic direct visualization system of peroral cholangiopancreatoscopy for biliary tract exploration
Jingyi LIU ; Zhipeng QI ; Jiawei ZHANG ; Dongli HE ; Zhanghan CHEN ; Yirong CHENG ; Jieling JIANG ; Yan TANG ; Jiachen JING ; Yunshi ZHONG ; Pinxiang LU
Chinese Journal of Digestive Endoscopy 2025;42(1):28-33
Objective:To assess the safety of a novel domestically developed direct visualization system of peroral cholangiopancreatoscopy for the exploration of biliary tract.Methods:Clinical data from 384 patients with biliary tract diseases who underwent endoscopic retrograde cholangiopancreatography (ERCP) at the Endoscopy Center of Shanghai Xuhui District Central Hospital from November 2017 to December 2022 were retrospectively analyzed. Patients were categorized into 2 groups based on the type of cholangioscope: the novel cholangiopancreatoscopy system group ( n=159) and the SpyGlass group ( n=225). In the novel cholangiopancreatoscopy system group, the new direct visualization system of China-made peroral cholangiopancreatoscopy was used for bile duct exploration, while the SpyGlass group utilized the SpyGlass system for bile duct inspection. Propensity score matching (PSM) was used as a nearest-neighbor method with a caliper of 0.01 to minimize confounding factors, resulting in a balanced sample of 122 patients in each group after matching. The primary outcome was the incidence of short-term complications, with secondary outcomes including technical success rates and post-treatment outcomes. Results:After PSM, there were no significant differences in baseline characteristics between the two groups ( P>0.05). Regarding short-term postoperative complications, pancreatitis occurred in 1.6% (2/122) of patients in the novel cholangiopancreatoscopy system group and 7.4% (9/122) in the SpyGlass group. The new system significantly reduced the incidence of post-procedure pancreatitis ( χ2=4.665, P=0.031). The cholecystitis was absent in the novel cholangiopancreatoscopy system group, while it occurred in 0.8% (1/122) cases in the SpyGlass group, with no significant difference between the two groups after the procedure ( P=1.000). Regarding technical success rate, the novel system group achieved a rate of 99.2% (121/122), while the SpyGlass group achieved 97.5% (119/122) ( P=0.622). A slightly higher success rate was observed in the novel system group.There were 81 cases of postoperative biliary drainage in the novel cholangiopancreatoscopy system group and 74 cases in the SpyGlass group. Conclusion:The novel direct visualization system of peroral cholangiopancreatoscopy is safer than SpyGlass in the exploration of biliary system diseases. Endoscopists are encouraged to choose the appropriate cholangioscopy system based on individual patient characteristics for the direct visualization, diagnosis, and treatment of biliary diseases.
9.Efficacy of transfer learning artificial intelligence model based on ultrasound in evaluating the probability of malignancy of partially cystic thyroid nodule
Ying ZOU ; Jihua LIU ; Jingyi LI ; Hai BI ; Yan SHI ; Xiudi LU ; Qibo ZHANG
The Journal of Practical Medicine 2025;41(6):889-895
Objective To investigate the feasibility and accuracy of an ultrasound-based transfer learning artificial intelligence model in predicting the malignancy probability of partially cystic thyroid nodules(PCTN).Methods A retrospective analysis was conducted on 246 patients with PCTN who had definitive pathological results and were admitted to Weihai Municipal Hospital,Cheeloo College of Medicine,Shandong University from January 2021 to December 2023.Patients were randomly divided into training and test cohorts at a ratio of 7:3.Ultrasonic image features of PCTN were evaluated,and independent risk factors were identified using multivariate logistic regression analysis,with the area under the curve(AUC)subsequently calculated.Additionally,five different pre-trained models-Inception_v3,EfficientNet,VGG19,ResNet50,and DenseNet121-were selected for transfer learning after data preprocessing using the PyTorch framework in Python.The AUC values of these models were calculated and compared.Results Solid portion greater than 50%,eccentric acute angle,ill-defined margin,spiculated or microlobulated margin,rim calcification,and microcalcification exhibited statistically significant differences(P<0.05)in distinguishing between benign and malignant PCTN.The AUC value derived from these independent risk factors was 0.843.Furthermore,among the five transfer learning models evaluated,the ResNet50 model demonstrated the highest diagnostic efficiency,achieving an AUC value of 0.903 2.Conclusion The ultrasound-based transfer learning artificial intelligence model demonstrated superior performance compared to traditional ultrasound image evaluation methods,enabling accurate prediction of the nature of PCTN and thereby reducing unnecessary ultrasound-guided fine needle biopsies.
10.Study on the development and reliability and validity of Transsexualism Screening Questionnaire
Na LIU ; Jingyi BAI ; Junjuan ZHU ; Nan HUANG ; Yi XU ; Jing CHEN ; Jie ZHANG ; Zheng LU
Chinese Journal of Psychiatry 2025;58(5):365-372
Objective:This study aims to develop a questionnaire for transsexualism screening and validate its reliability and validity, to provide a culturally adapted screening tool for Chinese clinicians.Methods:Referencing internationally validated instruments related to transsexualism, items closely aligned with the diagnostic criteria of the International Classification of Diseases, 10th Revision (ICD-10) for transsexualism were extracted. Items reflecting Chinese family cultural characteristics were integrated. The overall structure of the questionnaire was refined through expert consultations. A total of 111 patients diagnosed with transsexualism according to ICD-10 diagnostic criteria (78 male-to-female (MtF), 33 female-to-male (FtM)) were recruited from the outpatient clinic of Shanghai Mental Health Center between June 2021 and April 2024. Additionally, 232 cisgender participants, whose self-reported gender identity aligned with their birth sex, were recruited via the Wenjuanxing platform from June 14 to 22, 2022, comprising 64 heterosexual males, 16 non-heterosexual males, 120 heterosexual females, and 32 non-heterosexual females. Both the transsexual and cisgender groups completed the screening questionnaire. The internal consistency reliability was assessed using Cronbach′s α coefficient, and the corrected item-total correlation (CITC) was employed to measure the relationship between individual items and the total score. Structural validity was verified through structural equation modeling (SEM) using AMOS software. The receiver operating characteristic (ROC) curve analysis was conducted to determine the optimal screening cutoff value, with the area under the curve (AUC) used to evaluate diagnostic accuracy. Effect sizes (Cohen's d) were calculated to compare the average scores of the questionnaire across groups. Results:The Transsexualism Screening Questionnaire consists of 15 items including 4 reverse-scored questions, rated on a 5-point Likert scale. The Cronbach′s α coefficient was 0.953 and the CITC for all items exceeded the recommended threshold of 0.3. After rotation based on eigenvalues>1, one principal component explained 61.67% of the total variance. Confirmatory factor analysis indicated acceptable model fit (χ2/ df = 3.887, standardized root mean square residual (SRMR) = 0.064, root mean square error of approximation (RMSEA)=0.092, comparative fit index (CFI)=0.952, normed fit index (NFI)=0.936, Tucker-Lewis index (TLI)=0.943, incremental fit index (IFI)=0.952). Factor loadings for each item ranged from 0.435 to 0.914. ROC curve analysis revealed that the optimal cutoff values were a mean score of 2.83 and a total score of 42.5, achieving 100% sensitivity and 98.7% specificity, with a Youden index of 0.987. Effect size comparisons showed a Cohen′s d of 6.112 between MtF individuals and cisgender heterosexual males, and a Cohen′s d of 9.287 between FtM individuals and cisgender heterosexual females. Conclusion:The Transsexualism Screening Questionnaire exhibits acceptable reliability, validity, sensitivity, and specificity, and is suitable for screening transsexualism in the Chinese population.

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