1.Adolescent Smoking Addiction Diagnosis Based on TI-GNN
Xu-Wen WANG ; Da-Hua YU ; Ting XUE ; Xiao-Jiao LI ; Zhen-Zhen MAI ; Fang DONG ; Yu-Xin MA ; Juan WANG ; Kai YUAN
Progress in Biochemistry and Biophysics 2025;52(9):2393-2405
ObjectiveTobacco-related diseases remain one of the leading preventable public health challenges worldwide and are among the primary causes of premature death. In recent years, accumulating evidence has supported the classification of nicotine addiction as a chronic brain disease, profoundly affecting both brain structure and function. Despite the urgency, effective diagnostic methods for smoking addiction remain lacking, posing significant challenges for early intervention and treatment. To address this issue and gain deeper insights into the neural mechanisms underlying nicotine dependence, this study proposes a novel graph neural network framework, termed TI-GNN. This model leverages functional magnetic resonance imaging (fMRI) data to identify complex and subtle abnormalities in brain connectivity patterns associated with smoking addiction. MethodsThe study utilizes fMRI data to construct functional connectivity matrices that represent interaction patterns among brain regions. These matrices are interpreted as graphs, where brain regions are nodes and the strength of functional connectivity between them serves as edges. The proposed TI-GNN model integrates a Transformer module to effectively capture global interactions across the entire brain network, enabling a comprehensive understanding of high-level connectivity patterns. Additionally, a spatial attention mechanism is employed to selectively focus on informative inter-regional connections while filtering out irrelevant or noisy features. This design enhances the model’s ability to learn meaningful neural representations crucial for classification tasks. A key innovation of TI-GNN lies in its built-in causal interpretation module, which aims to infer directional and potentially causal relationships among brain regions. This not only improves predictive performance but also enhances model interpretability—an essential attribute for clinical applications. The identification of causal links provides valuable insights into the neuropathological basis of addiction and contributes to the development of biologically plausible and trustworthy diagnostic tools. ResultsExperimental results demonstrate that the TI-GNN model achieves superior classification performance on the smoking addiction dataset, outperforming several state-of-the-art baseline models. Specifically, TI-GNN attains an accuracy of 0.91, an F1-score of 0.91, and a Matthews correlation coefficient (MCC) of 0.83, indicating strong robustness and reliability. Beyond performance metrics, TI-GNN identifies critical abnormal connectivity patterns in several brain regions implicated in addiction. Notably, it highlights dysregulations in the amygdala and the anterior cingulate cortex, consistent with prior clinical and neuroimaging findings. These regions are well known for their roles in emotional regulation, reward processing, and impulse control—functions that are frequently disrupted in nicotine dependence. ConclusionThe TI-GNN framework offers a powerful and interpretable tool for the objective diagnosis of smoking addiction. By integrating advanced graph learning techniques with causal inference capabilities, the model not only achieves high diagnostic accuracy but also elucidates the neurobiological underpinnings of addiction. The identification of specific abnormal brain networks and their causal interactions deepens our understanding of addiction pathophysiology and lays the groundwork for developing targeted intervention strategies and personalized treatment approaches in the future.
2.Analysis of clinical characteristics and influencing factors of patients with postmenopausal osteoporosis combined with dyslipidemia.
Rong XIE ; Li-Guo ZHU ; Zi-Kai JIN ; Tian-Xiao FENG ; Ke ZHAO ; Da WANG ; Ling-Hui LI ; Xu WEI
China Journal of Orthopaedics and Traumatology 2025;38(5):487-493
OBJECTIVE:
To explore the co-morbid influencing factors of postmenopausal osteoporosis(PMOP) and dyslipidemia, and to provide evidence-based basis for clinical co-morbidity management.
METHODS:
Based on the 2017 to 2018 Beijing community cross-sectional survey data, PMOP patients were included and divided into the dyslipidemia group and the uncomplicated dyslipidemia group according to whether they were comorbid with dyslipidemia. Demographic characteristics, living habits and disease history were collected through questionnaires, and bone mineral density and bone metabolism biomarkers (osteocalcin, blood calcium, serum typeⅠprocollagen N-terminal prepeptide, etc.) were detected on site. Co-morbidity risk factors were analyzed using binary logistic regression.
RESULTS:
Three hundred and twenty patients with PMOP were included, including the comorbid group (75 patients) and the uncomplicated group (245 patients). The results showed that history of cardiovascular disease [OR=1.801, 95%CI(1.003, 3.236), P=0.049], history of cerebrovascular disease [OR=2.923, 95%CI(1.460, 5.854), P=0.002], frying and cooking methods[OR=5.388, 95%CI(1.632, 17.793), P=0.006], OST results[OR=0.910, 95%CI(0.843, 0.983), P=0.016], and blood Ca results [OR=60.249, 95%CI(1.862, 1 949.926), P=0.021] were the influencing factors of PMOP complicated with dyslipidemia.
CONCLUSION
Focus should be placed on the influencing factors of PMOP and dyslipidemia co-morbidities, with emphasis on multidimensional assessment, combining lifestyle interventions with bone metabolism marker monitoring to optimize co-morbidity management.
Humans
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Dyslipidemias/epidemiology*
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Female
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Middle Aged
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Osteoporosis, Postmenopausal/metabolism*
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Aged
;
Cross-Sectional Studies
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Risk Factors
;
Bone Density
3.Clinical efficacy of tibial transverse transport with debridement for the treatment of 31 patients with necrotizing fasciitis of the lower extremities.
Da-Peng YU ; Xiao-Chong ZOU ; Xu-Bo LONG ; Xin-Yu NIE ; Qi-Kai HUA
China Journal of Orthopaedics and Traumatology 2025;38(9):945-950
OBJECTIVE:
To explore clinical efficacy of tibial transverse transport (TTT) combined with debridement in treating necrotizing fasciitis of the lower extremities.
METHODS:
A retrospective analysis was conducted on 31 patients with necrotizing fasciitis of the lower extremities who were treated with TTT from January 2021 to October 2023, including 28 males and 3 females, aged from 44 to 76 years old with an average of (57.58±8.79) years old. In-hospital mortality rate, amputation rate, length of hospital stay, hospitalization cost, number of surgeries, and inflammatory indicators before and after operation (white blood cells, hemoglobin, C-reactive protein, albumin), as well as wound healing and daily living ability were observed and compared.
RESULTS:
All 31 patients were followed up for 3 to 12 months with an average of (6.61±2.46) months. All patients' wounds healed without recurrence. The wound healing time was (4.96±2.61) months, amputation rate of 31 patients was 3.22% (1/31), in-hospital mortality rate was 0%, the length of hospital stay was (27.10±24.51) days, the hospitalization cost was (107, 300 ± 83, 300) yuan, and the number of surgeries was (3.26±1.93) times. White blood cells, C-reactive protein and albumin before operation were (13.41±5.54) ×109/L, (136.67±73.50) mg·L-1 and (25.92±5.59) g·L-11 respectively, and improved to (11.05±3.65) ×109/L, (79.91±51.40) mg·L-1, and (30.31±4.02) g·L-1 at 2 weeks after operation, and the differences were statistically significant (P<0.05);there was no statistically significant difference in hemoglobin before and after operation (P>0.05). At the latest follow-up, 16 patients were able to take care of themselves, 12 patients were partially self-sufficient, and 3 patients were completely unable to take care of themselves.
CONCLUSION
TTT with debridement could achieve satisfactory clinical efficacy in treating necrotizing fasciitis of the lower extremities.
Humans
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Male
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Female
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Middle Aged
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Aged
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Adult
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Fasciitis, Necrotizing/mortality*
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Retrospective Studies
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Debridement
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Lower Extremity/surgery*
;
Tibia/surgery*
4.Expression and activity analysis of Clostridium difficile toxin B type 2
Xing-Hao LIN ; Kai ZHANG ; Meng-Jie WANG ; Ming YANG ; Han-Yang GU ; Xiao-Lan XUE ; Yong-Neng LUO ; Da-Zhi JIN ; Hui HU
Chinese Journal of Zoonoses 2024;40(6):498-503
This study was aimed at creating an engineered strain of Bacillus subtilis for efficient expression of biologically active type 2 toxin B(TcdB2)derived from a highly virulent strain of Clostridium difficile.The TcdB2 gene was cloned from ST1/RT027 strain genome DNA,incorporated into the PHT01 vector,and then transformed into B.subtilis strain WB800N for prokaryotic expression.Cell toxicity assays revealed that the recombinant TcdB2 exhibited cytotoxic effects in various cells.The engineered B.subtilis strain effectively expressed biologically active TcdB2,thus providing a basis for further exploration of the pathogenic mechanisms of highly virulent strains of C.difficile and establishing a foundation for potential vaccine can-didate targets.
5.Robot-assisted laparoscopic enucleation in the treatment of leiomyosarcoma of urinary bladder: A case report.
Zhongyi ZENG ; Xiao WU ; Kai PENG ; Da REN ; Xuan ZHU ; Lei ZHANG
Journal of Central South University(Medical Sciences) 2023;48(5):782-788
Leiomyosarcoma of urinary bladder (LMS-UB) is a highly malignant mesenchymal tumor, accounting for less than 0.5% of all bladder malignancies, with a predominant clinical presentation of hematuria. Here we report a case of low-grade LMS-UB. A 44-year-old male patient was admitted to the hospital with urodynia for 2 weeks. The patient's pelvis CT showed a mass on the right part of the bladder. For this reason, he was initially diagnosed with bladder cancer. We performed a robot-assisted laparoscopic enucleation of the bladder tumor and low-grade LMS-UB was diagnosed with the histopathological examination. He underwent 5 cycles of adjuvant chemotherapy after surgery. At 19months postoperative follow-up, the patient had no symptoms, recurrence, or distant metastasis. There is no report on the treatment of LMS-UB with minimally invasive enucleation worldwide. This case provides a new comprehensive treatment method of enucleation combined with adjuvant chemotherapy for early low-grade LMS-UB to reduce complications and improve patients' quality of life after surgery.
Male
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Humans
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Adult
;
Urinary Bladder/surgery*
;
Leiomyosarcoma/secondary*
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Robotics
;
Quality of Life
;
Pelvis/pathology*
;
Urinary Bladder Neoplasms/pathology*
;
Laparoscopy/methods*
6. Monitoring second polar body exclusion by time-lapse in predicting fertilization and embryo development efficiency of intracytoplasmic sperm injection
Lin-Tao XUE ; Shi-Kai WANG ; Xian-Bao MAO ; Zheng-Da LI ; Xiao-Hui ZHANG ; Pin-Pin WEI
Acta Anatomica Sinica 2023;54(2):226-230
Objective To explore the clinical value of second polar body (Pb2) exclusion monitoring by timelapse in predicting the fertilization and embryo development efficiency for intracytoplasmic sperm injection ( ICSI). Methods A retrospective research was performed on 278 patients treated with ICSI, the clinical data and Time-lapse monitoring embryo culture data were collected and analyzed, to explore the exclusion of Pb2 after ICSI and the relationship between the specific exclusion time and the outcome of fertilization and embryo development. Results The average time of Pb2 exclusion after ICSI was ( 3. 03 ± 1. 21) hours; The fertilization rate, 2 pronucleus(PN) fertilization rate and 5 days ( D5) blastocyst formation rate in the Pb2 exclusion group were significantly higher than those in the without Pb2 exclusion group (99.95% vs f. 75%, P < 0 . 001; 97.18% vs 0.66%, P< 0.001; 60.50% vs 16.67%, P < 0 . 0 5 ) ; The 2PN fertilization rate in Pb2 exclusion time >3-4 hours group was significantly higher than that in 0-2 hours group and >5 hours group (98.80% vs 9 3 . 8 1 % , P<0. 05; 98.80% vs 95.40%, P<0. 0 5 ) ; The exclusion time of Pb2 was significantly correlated with the average number of blastomeres in D3 embryos (P<0. OOf). The D5 blastocyst formation rate of 3-4 hours group was significantly lower than that of > 2-3 hours group ( 56. 23% vs 67. 23%, P < 0. 05 ) , > 4-5 hours group was significantly lower than 0-2 hours group and >2-3 hours group ( 46. 6f % vs 62. 30% , P<0. 05; 46. 6f % vs 67. 23% , P< 0. 05) , and D5 blastocyst formation rate of >5 hours group was 7. f 4 % , which were significantly lower than that of the other four groups (P<0. 05). The fonnation rate of D5 high-quality blastocysts in 3-4 hours group was significantly lower than 0-2 hours group and > 2-3 hours group ( 9. 92% vs 16. 39% , P<0. 05; 9. 92% vs 20. 72% , P<0. 05) , and D5 highquality blastocysts formation rate in > 4-5 hours group was significantly lower than that in > 2-3 hours group (11. 02% vs 20.72%, P<0. 05). Conclusion Monitoring Pb2 exclusion by Time-lapse can accurately predict fertilization outcome. The time of Pb2 exclusion is significantly correlated with embiyo development potential. It is a valuable morphological index to predict fertilization and embiyo development outcome in ICSI.
8.Methylated SDC2 testing in stool DNA for early screening of colorectal cancer in Shipai Town, Dongguan City.
Xian He KONG ; Zhi ZHANG ; Da Hong DENG ; Zhi Qiang YU ; Kai ZHAN ; Xiao Sheng HE
Chinese Journal of Gastrointestinal Surgery 2023;26(4):372-379
Objective: To explore the utility of stool-based DNA test of methylated SDC2 (mSDC2) for colorectal cancer (CRC) screening in residents of Shipai Town, Dongguan City. Methods: This was a cross-sectional study. Using a cluster sampling method, residents of 18 villages in Shipai Town, Dongguan City were screened for CRC from May 2021 to February 2022. In this study, mSDC2 testing was employed as a preliminary screening method. Colonoscopy examination was recommended for individuals identified as high-risk based on the positive mSDC2 tests. The final screening results, including the rate of positive mSDC2 tests, the rate of colonoscopy compliance, the rate of lesions detection, and the cost-effectiveness of screening, were analyzed to explore the benefits of this screening strategy. Results: A total of 10 708 residents were enrolled and completed mSDC2 testing, giving a participation rate of 54.99% (10 708/19 474) and a pass rate of 97.87% (10 708/10 941). These individuals included 4 713 men (44.01%) and 5 995 women (55.99%) with a mean age of (54.52±9.64) years. The participants were allocated to four age groups (40-49, 50-59, 60-69, and 70-74 years), comprising 35.21%(3770/10 708), 36.25% (3882/10 708), 18.84% (2017/10 708), and 9.70% (1039/10 708) of all participants, respectively. mSDC2 testing was positive in 821/10 708 (7.67%) participants, 521 of whom underwent colonoscopy, resulting in a compliance rate of 63.46% (521/821). After eliminating of 8 individuals without pathology results, data from 513 individuals were finally analyzed. Colonoscopy detection rate differed significantly between age groups (χ2=23.155, P<0.001),ranging from a low of 60.74% in the 40-49 year age group to a high of 86.11% in the 70-74 year age group. Colonoscopies resulted in the diagnosis of 25 (4.87%) CRCs, 192 (37.43%) advanced adenomas, 67 (13.06%) early adenomas, 15 (2.92%) serrated polyps, and 86 (16.76%) non- adenomatous polyps. The 25 CRCs were Stage 0 in 14 (56.0%) individuals, stage I in 4 (16.0%), and Stage II in 7(28.0%). Thus, 18 of the detected CRCs were at an early stage. The early detection rate of CRCs and advanced adenomas was 96.77% (210/217). The rate of mSDC2 testing for all intestinal lesions was 75.05% (385/513). In particular, the financial benefit of this screening was 32.64 million yuan, and the benefit-cost ratio was 6.0. Conclusion: Screening for CRCs using stool-based mSDC2 testing combined with colonoscopy has a high lesion detection rate and a high cost-effectiveness ratio. This is a CRC screening strategy that deserves to be promoted in China.
Male
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Humans
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Female
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Adult
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Middle Aged
;
Cross-Sectional Studies
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Early Detection of Cancer/methods*
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Colorectal Neoplasms/pathology*
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Colonoscopy/methods*
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Mass Screening/methods*
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Adenoma/diagnosis*
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DNA
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Syndecan-2/genetics*
9.A monocentric ambispective cohort study of new-onset postoperative atrial fibrillation after lobectomy
Da GONG ; Xiao LI ; Jian ZHOU ; Kai ZHANG ; Bingbing LIN ; Fan YANG ; Jun WANG ; Yun LI
Chinese Journal of Thoracic and Cardiovascular Surgery 2022;38(9):565-571
Objective:To analyze the incidence and risk factors of postoperative new-onset atrial fibrillation(POAF) after lobectomy.Methods:A monocentric ambispective cohort study was conducted. The retrospective cohort included 1 902 patients who underwent lobectomy in our hospital between January 2017 and December 2019. The prospective cohort included 692 patients who underwent lobectomy in our hospital between August 2020 and July 2021. A total of 2 594 patients were enrolled in this study. The median age of enrolled patients was 61 years(interquartile range, 54-67 years), and the cohort consisted of 1 384(51.97%) females and 1 246(48.03%) males. Baseline and perioperative clinical data of enrolled patients were collected. Univariate and multivariate logistic regression analyses were performed to identify the risk factors related to POAF. Results:There was no patient died in hospital after surgery. A total of 111 cases of POAF were followed up during the postoperative hospital period, and the incidence of POAF was 4.28%. Multivariate regression analysis found that the elderly patients(aged 60 and above)( OR=1.58, 95% CI: 1.01-2.47, P=0.044), history of percutaneous coronary intervention( OR=2.50, 95% CI: 1.04-6.03, P=0.041), history of arrhythmia excluding atrial fibrillation/flutter( OR=3.96, 95% CI: 1.95-8.00, P<0.001), left upper lobectomy( OR=1.73, 95% CI: 1.11-2.68, P=0.015), low preoperative albumin level( OR=1.07, 95% CI: 1.00-1.14, P=0.048) and large cell neuroendocrine carcinoma( OR=4.70, 95% CI: 1.38-15.98, P=0.013) were independent risk factors for POAF after lobectomy. Conclusion:The incidence of POAF after lobectomy is 4.28% in this study. Elderly patients(aged 60 and above), history of percutaneous coronary intervention, history of arrhythmia excluding atrial fibrillation/flutter, left upper lobectomy, low preoperative albumin level, and large cell neuroendocrine carcinoma are the independent risk factors related to POAF after lobectomy.
10.Changing trend of incidence and mortality of stomach cancer during 2010-2016 in Henan Province, China.
Hui Fang XU ; Qiong CHEN ; Shu Zheng LIU ; Lan Wei GUO ; Li Yang ZHENG ; Xiao Qin CAO ; Da YU ; Xi Bin SUN ; Shao Kai ZHANG
Chinese Journal of Oncology 2022;44(1):93-98
Objective: To estimate stomach cancer incidence and mortality in Henan, 2016 and analyze the trend of stomach cancer incidence and mortality from 2010 to 2016. Methods: Stomach cancer related data in 2016 was extracted from Henan cancer registration and follow-up system. All data were qualified in validity, reliability and completeness according to the Guideline on Cancer Registration in China and International Agency for Research on Cancer (IARC/IACR). The incidence and mortality of stomach cancer were estimated by areas, gender and age based on the quality data and the registered population data of Henan province in 2016. The epidemic trend of stomach cancer was also been evaluated based on the age-standardized incidence and mortality by Chinese population (ASR China) from 2010 to 2016. Results: In 2016, the estimated incident cases of stomach cancer were 44 311. The incidence was 41.07/100 000, ASR China was 30.17/100 000, ASR by world population (ASR world) was 30.36/100 000, and the cumulative incidence rate was 3.84%. The incidences of male and female were 55.65/100 000 and 25.35/100 000, respectively. Meanwhile, 32 927 people died of stomach cancer in Henan. The mortality was 30.52/100 000, ASR China was 21.45/100 000, ASR world was 21.54/100 000, and the cumulative mortality was 2.53%. From 2010 to 2016, both the ASR China for incidence and mortality of stomach cancer in Henan showed a steady downward trend. In rural, the ASR China for incidence and mortality decreased rapidly, while the stable trend was observed in urban. Nevertheless, the incidence and mortality of stomach cancer in rural were still higher than those in urban. Conclusions: The incidence and mortality of stomach cancer in Henan province showed steadily declining trend from 2010 to 2016, and the geographical distribution difference between rural and urban areas was gradually narrowing. However, the disease burden was still high in 2016.
China/epidemiology*
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Female
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Humans
;
Incidence
;
Male
;
Registries
;
Reproducibility of Results
;
Rural Population
;
Stomach Neoplasms/epidemiology*
;
Urban Population

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