1.Single-Cell and Machine Learning-Based Identification of Epithelial Subsets and Prognostic Modeling in Triple-Negative Breast Cancer
Jinpeng WU ; Xue GUO ; Engu LIU ; Feng LIN ; Hongtao LI
Cancer Research on Prevention and Treatment 2026;53(4):251-266
Objective To investigate the heterogeneity and key molecular features of epithelial cells in triple-negative breast cancer (TNBC), identify prognostic biomarkers, and develop a robust survival prediction model. Methods Using TNBC single-cell transcriptomic data, epithelial cells were extracted, normalized, and subclustered to characterize their molecular signatures and functional differences. High-dimensional weighted gene co-expression network analysis (hdWGCNA) was applied to establish co-expression modules in epithelial cells. Multiple machine learning algorithms were integrated to select key prognostic genes and develop a risk-score model, whose performance was evaluated using receiver operating characteristic (ROC) curves and Kaplan-Meier (K-M) survival analysis. In addition, the immune microenvironment features and potential drug-response differences between the high- and low-risk groups were systematically assessed. Finally, PCR was performed to validate the expression differences of the key genes between tumor and normal tissues. Results We characterized the composition and molecular features of TNBC epithelial subpopulations and identified a TNBC-associated epithelial subset. By integrating hdWGCNA with machine learning approaches, 10 key genes were selected to construct a prognostic model, which effectively stratified patients into distinct survival-risk groups and demonstrated favorable predictive performance in ROC and K-M analyses. Immune profiling revealed the differences in the infiltration levels of seven immune cell types and immune function-related features between the high- and low-risk groups. Drug-sensitivity analysis suggested potential differential responses to eight agents across the risk groups. PCR validation further confirmed the differential expression of the ten signature genes between tumor and normal tissues. Conclusion This study reveals epithelial heterogeneity in TNBC at single-cell resolution and establishes a 10-gene prognostic model, which may facilitate the stratification of TNBC risk and the evaluation of immune characteristics and potential therapeutic strategies.
2.The application of modified pancreatic duct stone classification in chronic pancreatitis
Xue YANG ; Wanxing DUAN ; Shuai WU ; Jinpeng ZHAO ; Wanzhen WEI ; Qingyong MA ; Hao SUN ; Zheng WU ; Zheng WANG
Chinese Journal of Digestive Surgery 2025;24(5):591-598
Chronic pancreatitis is a chronic inflammatory disease characterized by progre-ssive fibrosis of pancreatic tissue. Its pathological features primarily include parenchymal fibrosis, intraductal stone formation or calcification deposits, as well as segmental stenosis and dilation of the pancreatic duct. Prolonged chronic inflammatory stimulation not only leads to progressive pancreatic dysfunction but may also trigger the formation of pancreatic pseudocysts and even malignant transformation. In the comprehensive treatment of chronic pancreatitis, the core clinical goals are the removal of pancreatic duct stones, restoration of unobstructed pancreatic duct drainage, and preservation of residual pancreatic function. Traditional treatment strategies have been based on the principle of progressive intervention and early surgical management. In recent years, with advancements in extracorporeal shock wave lithotripsy, the application of new techniques such as endoscopic retrograde cholangiopancreatography combined with laser lithotripsy under direct cholan-gioscopic visualization, and improvements in pancreas-preserving surgical approaches, the debate over the superiority of progressive intervention versus early surgical treatment has intensified. Against this backdrop, the treatment mode of Xi′an Jiaotong University Pancreatic Disease Center (hereinafter referred to as "Western Pancreas") has emerged, emphasizing a personalized, multimodal treatment strategy based on different types of pancreatic duct stones. The treatment mode of "Western Pancreas" integrates lithotripsy, endoscopic treatment, and surgical interventions to optimize patient outcomes. By conducting a comprehensive analysis of domestic and international pancreatic duct stone classi-fication systems and drawing from our team′s clinical experience in managing over a thousand cases of chronic pancreatitis, the authors have further refined and proposed a classification system for pancreatic duct stones under the treatment mode of "Western Pancreas". This refinement aims to enhance the overall diagnostic and therapeutic standards for chronic pancreatitis.
3.Exploration on the Pathogenesis and Treatment of Postoperative Pulmonary Nodules from the Perspective of Deficient Qi Resulting into Retention of Pathogens
Journal of Guangzhou University of Traditional Chinese Medicine 2025;42(6):1510-1514
This study explored the pathogenesis and treatment of postoperative pulmonary nodules from the perspective of deficient qi resulting into retention of pathogens,thus to expand the approach to its diagnosis and treatment.It is believed that deficient qi resulting into retention of pathogens contributes to the key pathogenesis of pulmonary nodules.As the root cause of the disease,deficient qi usually involves the deficiency of the lung and spleen.And as the incidental manifestations,retention of pathogens refers to the accumulation of pathological products such as stagnated qi,phlegm-stasis,and turbid toxins in the lung collaterals.The pathogenesis of postoperative pulmonary nodules is characterized by the collapse of pectoral qi,aggravated deficient qi,and the lingering presence of the relieved qi stagnation,phlegm-stasis,and turbid toxins.Based on the pathogenesis of deficient qi resulting into retention of pathogens,the treatment principles for postoperative pulmonary nodules should focus on tonifying deficiency and lifting collapse,and relieving qi stagnation and unblocking obstruction.Tonifying deficiency needs to prioritize strengthening the spleen and nourishing the lung to go first,lifting collapse aims at elevating the pectoral qi,relieving qi stagnation focuses on regulating qi and harmonizing the liver,and unblocking obstruction mainly involves resolving phlegm-stasis and eliminating turbid toxins.The pathogenesis of deficient qi resulting into retention of pathogens aligns with the pathological features and syndrome evolution of postoperative pulmonary nodules,and will provide dynamic and systematic guidance for its clinical diagnosis and treatment.
4.Diagnosis and treatment of posttransplant lymphoproliferative diseases after kidney transplantation: a single-center experience
Jinpeng TU ; Hong ZHENG ; Qi DENG ; Shunli FAN ; Zhihao HUO ; Jie ZHAO ; Di WU
Chinese Journal of Organ Transplantation 2025;46(9):658-664
Objective:To summarize the clinical characteristics, diagnostic and therapeutic approaches, and prognosis of posttransplant lymphoproliferative disease (PTLD) following kidney transplantation.Methods:A retrospective case series analysis was conducted on 7 PTLD patients after kidney transplantation treated in the Department of Transplant Oncology, Tianjin First Central Hospital between January 2018 and December 2023. Clinical features, laboratory findings, imaging and pathological characteristics, treatment modalities, and outcomes were analyzed.Results:Among 7 PTLD patients, there were 5 male and 2 females with a median age of 41 (17-65) years. The median time of onset after operation was 4 (0.5-11) years. Among them, 2 patients had early onset (<1 year post-transplantation) and 5 patients had late onset (>1 year). The clinical manifestations included abdominal mass in 4 cases, anemia in 4 cases, fever in 3 cases, lymphadenopathy in 4 cases, gastrointestinal bleeding in 1 case, abdominal pain in 2 cases, and intestinal obstruction in 2 cases. Pathological types included diffuse large B-cell lymphoma in 4 cases, Burkitt lymphoma in 1 case, marginal zone lymphoma in 1 case, and polymorphic PTLD in 1 case. Reducing the immunosuppressant level was the basal treatment plan, and rituximab, chemotherapy, surgery, radiotherapy and CD19-targeted chimeric antigen receptor therapy were given according to the pathological classification. Until the date of submission, 2 patients had died, 4 had a complete response, and 1 had a partial response. None of the patients had acute rejection, and 1 patient had chronic renal insufficiency.Conclusions:PTLD after kidney transplantation presents with nonspecific manifestations, necessitating prompt imaging and histopathological evaluation for definitive diagnosis. At the same time, a series of measures should be given to improve the prognosis, including discontinuous use of anti-metabolic drugs, dosage decline of calcitric phosphatase inhibitor by 50% or convert it to sirolimus treatment, and corresponding treatment according to the specific conditions of the recipient.
5.Public Value on Digital Supervision of Medical Insurance Funds:Concept and Basic Characteristics
Jinpeng XU ; Zheng KANG ; Qunhong WU
Chinese Health Economics 2025;44(11):22-27,33
Objective:To define the concept of public value on digital supervision of medical insurance funds and to interpret its basic characteristics.Methods:Based on defining the concept of"public value"using the atomic atlas method,the formal logic definition method is used to define the"public value on digital supervision of medical insurance funds".Results:Among 47 concepts related to"public value",public,citizen,collective,and preference are the core elements;negotiation,utility,and expectation are the quasi-core elements;government,outcome,and common are the important elements;and integration,construction,and appeal are the non-important elements.The"public value on digital supervision of medical insurance fund"can be defined as"in the practice of digital supervision of the health insurance fund,citizens' value demands and expectations,and the degree of satisfaction of these demands and expectations,based on their knowledge and basic value judgments of the health insurance system and digital technology,and formed through a wide range of value-constructing mechanisms,such as social communication and political consultation."Conclusion:The public value on digital supervision of medical insurance funds has the characteristics of people-centeredness,the construction of multi-subject negotiation,and the integration of multiple value dimensions.These features together constitute the rich connotation of the public value of digital supervision of medical insurance funds,which provides a certain reference for promoting the modernization and governance of healthcare insurance and the construction of digital government.
6.Public Value on Digital Supervision of Medical Insurance Funds:Concept and Basic Characteristics
Jinpeng XU ; Zheng KANG ; Qunhong WU
Chinese Health Economics 2025;44(11):22-27,33
Objective:To define the concept of public value on digital supervision of medical insurance funds and to interpret its basic characteristics.Methods:Based on defining the concept of"public value"using the atomic atlas method,the formal logic definition method is used to define the"public value on digital supervision of medical insurance funds".Results:Among 47 concepts related to"public value",public,citizen,collective,and preference are the core elements;negotiation,utility,and expectation are the quasi-core elements;government,outcome,and common are the important elements;and integration,construction,and appeal are the non-important elements.The"public value on digital supervision of medical insurance fund"can be defined as"in the practice of digital supervision of the health insurance fund,citizens' value demands and expectations,and the degree of satisfaction of these demands and expectations,based on their knowledge and basic value judgments of the health insurance system and digital technology,and formed through a wide range of value-constructing mechanisms,such as social communication and political consultation."Conclusion:The public value on digital supervision of medical insurance funds has the characteristics of people-centeredness,the construction of multi-subject negotiation,and the integration of multiple value dimensions.These features together constitute the rich connotation of the public value of digital supervision of medical insurance funds,which provides a certain reference for promoting the modernization and governance of healthcare insurance and the construction of digital government.
7.The application of modified pancreatic duct stone classification in chronic pancreatitis
Xue YANG ; Wanxing DUAN ; Shuai WU ; Jinpeng ZHAO ; Wanzhen WEI ; Qingyong MA ; Hao SUN ; Zheng WU ; Zheng WANG
Chinese Journal of Digestive Surgery 2025;24(5):591-598
Chronic pancreatitis is a chronic inflammatory disease characterized by progre-ssive fibrosis of pancreatic tissue. Its pathological features primarily include parenchymal fibrosis, intraductal stone formation or calcification deposits, as well as segmental stenosis and dilation of the pancreatic duct. Prolonged chronic inflammatory stimulation not only leads to progressive pancreatic dysfunction but may also trigger the formation of pancreatic pseudocysts and even malignant transformation. In the comprehensive treatment of chronic pancreatitis, the core clinical goals are the removal of pancreatic duct stones, restoration of unobstructed pancreatic duct drainage, and preservation of residual pancreatic function. Traditional treatment strategies have been based on the principle of progressive intervention and early surgical management. In recent years, with advancements in extracorporeal shock wave lithotripsy, the application of new techniques such as endoscopic retrograde cholangiopancreatography combined with laser lithotripsy under direct cholan-gioscopic visualization, and improvements in pancreas-preserving surgical approaches, the debate over the superiority of progressive intervention versus early surgical treatment has intensified. Against this backdrop, the treatment mode of Xi′an Jiaotong University Pancreatic Disease Center (hereinafter referred to as "Western Pancreas") has emerged, emphasizing a personalized, multimodal treatment strategy based on different types of pancreatic duct stones. The treatment mode of "Western Pancreas" integrates lithotripsy, endoscopic treatment, and surgical interventions to optimize patient outcomes. By conducting a comprehensive analysis of domestic and international pancreatic duct stone classi-fication systems and drawing from our team′s clinical experience in managing over a thousand cases of chronic pancreatitis, the authors have further refined and proposed a classification system for pancreatic duct stones under the treatment mode of "Western Pancreas". This refinement aims to enhance the overall diagnostic and therapeutic standards for chronic pancreatitis.
8.Diagnosis and treatment of posttransplant lymphoproliferative diseases after kidney transplantation: a single-center experience
Jinpeng TU ; Hong ZHENG ; Qi DENG ; Shunli FAN ; Zhihao HUO ; Jie ZHAO ; Di WU
Chinese Journal of Organ Transplantation 2025;46(9):658-664
Objective:To summarize the clinical characteristics, diagnostic and therapeutic approaches, and prognosis of posttransplant lymphoproliferative disease (PTLD) following kidney transplantation.Methods:A retrospective case series analysis was conducted on 7 PTLD patients after kidney transplantation treated in the Department of Transplant Oncology, Tianjin First Central Hospital between January 2018 and December 2023. Clinical features, laboratory findings, imaging and pathological characteristics, treatment modalities, and outcomes were analyzed.Results:Among 7 PTLD patients, there were 5 male and 2 females with a median age of 41 (17-65) years. The median time of onset after operation was 4 (0.5-11) years. Among them, 2 patients had early onset (<1 year post-transplantation) and 5 patients had late onset (>1 year). The clinical manifestations included abdominal mass in 4 cases, anemia in 4 cases, fever in 3 cases, lymphadenopathy in 4 cases, gastrointestinal bleeding in 1 case, abdominal pain in 2 cases, and intestinal obstruction in 2 cases. Pathological types included diffuse large B-cell lymphoma in 4 cases, Burkitt lymphoma in 1 case, marginal zone lymphoma in 1 case, and polymorphic PTLD in 1 case. Reducing the immunosuppressant level was the basal treatment plan, and rituximab, chemotherapy, surgery, radiotherapy and CD19-targeted chimeric antigen receptor therapy were given according to the pathological classification. Until the date of submission, 2 patients had died, 4 had a complete response, and 1 had a partial response. None of the patients had acute rejection, and 1 patient had chronic renal insufficiency.Conclusions:PTLD after kidney transplantation presents with nonspecific manifestations, necessitating prompt imaging and histopathological evaluation for definitive diagnosis. At the same time, a series of measures should be given to improve the prognosis, including discontinuous use of anti-metabolic drugs, dosage decline of calcitric phosphatase inhibitor by 50% or convert it to sirolimus treatment, and corresponding treatment according to the specific conditions of the recipient.
9.Clinical characteristics and treatment mode changes of chronic pancreatitis: a 10-year single center study
Wanzhen WEI ; Wanxing DUAN ; Jinpeng ZHAO ; Shuai WU ; Weikun QIAN ; Zheng WU ; Xue YANG ; Zheng WANG
Chinese Journal of Digestive Surgery 2024;23(5):726-732
Objective:To investigate the clinical characteristics and treatment mode changes of chronic pancreatitis (CP).Methods:The retrospective and descriptive study was conducted. The clinical data of 805 patients with CP who were admitted to the First Affiliated Hospital of Xi′an Jiaotong University from January 2013 to December 2022 were collected. There were 575 males and 230 females, aged 52(range, 10-87)years. Observation indicators: (1)demographic characteristics; (2)distribution of admission departments, hospitalization and treatment status. Measurement data with normal distribution were represented as Mean± SD, and measurement data with skewed distri-bution were represented as M(range). Count data were expressed as absolute numbers and percentages. The chi-square goodness-of-fit test was used for consistent between expected frequency and empirical distribution. Results:(1)Demographic characteristics. Of the 805 patients, there were 435 cases and 370 cases diagnosed as CP according to the primary and secondary diagnostic criteria, respec-tively, and the age of initial presentation of 805 patients was 52(range, 10-87)years. Among male and female patients, there was 1 and 0 case in the age group of 0-10 years, there were 16 and 14 cases in 11-20 years, 45 and 26 cases in 21-30 years, 82 and 30 cases in 31-40 years, 122 and 39 cases in 41-50 years, 157 and 51 cases in 51-60 years, 119 and 46 cases in 61-70 years, 31 and 21 cases in 71-80 years, 2 and 3 cases in 81-90 years, respectively. Patients aged 0-14, 15-34, 35-64, and ≥65 years were 0, 6, 28, and 9 for 2013, 1, 21, 34, and 10 for 2014, 1, 8, 38, and 7 for 2015, 0, 7, 52, and 10 for 2016, 0, 11, 35 and 9 for 2017, 1, 15, 72 and 23 for 2018, 0, 9, 55 and 11 for 2019, 2, 19, 58 and 16 for 2020, 0,20, 79 and 18 for 2021, 0, 25, 73 and 22 for 2022, respectively. Of the 805 patients, cases from Shaanxi Province, Gansu Province and other regions were 702, 48 and 55, respectively. There are 802 Han and 3 Hui patients, respectively, and the married, unmarried, divorced, and widowed patients were 732, 64, 7, and 2, respectively. Cases with blood type information was 682, with the distribution of blood types as 26.10%(178/682) of type A, 34.46%(235/682)of type B, 9.97%(68/682) of type AB, 29.47%(201/682)of type O, showing no significant difference compared to the distribu-tion of blood types in population of Shaanxi Province in 2022 (28.43% of type A, 30.50% of type B, 9.83% of type AB, and 30.50% of type O) ( χ2=0.50, P>0.05). (2)Distribution of departments, hospita-lization, and treatment. Of the 805 patients, cases admitted to the Department of Hepatobiliary Surgery, Department of Gastroenterology and other departments (Department of Geriatric Surgery, Infectious Diseases and General Surgery) were 594, 121 and 90, respectively. Cases of the number of hospitalizations in the Department of Hepatobiliary Surgery, Department of Gastroenterology and other departments were 771, 121 and 94, respectively. One patient might have been admitted for multiple times. The duration of hospital of stay of 805 patients was 11(rang, 1-67)days. The duration of hospital stay of patients admitted to the Department of Hepatobiliary Surgery, Department of Gastroenterology and other departments were 16(range, 2-48)days, 11(range, 5-19)days and 24(range, 12-35)days for 2013, 18(range, 2-63)days, 10(range, 3-29)days and 14(range, 7-30)days for 2014, 9(range, 1-35)days, 11(range, 2-16)days and 10(range, 5-33)days for 2015, 10(range, 1-55)days, 9(range, 4-16)days and 16(range, 4-27)days for 2016, 9(range, 2-38)days, 10(range, 4-20)days and 11(range, 5-27)days for 2017, 12(range, 3-46)days, 11(range, 2-26)days and 13(range, 7-27)days for 2018, 11(range, 1-33)days, 9(range, 3-23)days and 14(range, 4-17)days for 2019, 11(range, 1-67)days, 7(range, 1-23)days, and 16(range, 4-27)days for 2020, 10(range, 1-35)days, 8(range, 1-32)days and 14(range, 1-29)days for 2021, 9(range, 1-42)days, 12(range, 3-17)days and 11(range, 1-22)days for 2022. Of the 805 patients, cases receiving treatment as surgical treatment, pancreas extracorporeal shock wave lithotripsy (P-ESWL), endoscopic treatment and other treatments were 258, 117, 194 and 236, respectively. A total of 260 surgeries were performed on 258 patients receiving surgical treatment, and there were 236 cases receiving surgical treatment as the first choice, and 22 cases undergoing surgery after failed of other treatments. The surgical procedures included pancreaticoduodenectomy in 79 cases, distal pancreatectomy (with or without splenectomy, Peustow procedure) in 35 cases, partial pancreatectomy with pancreatic duct incision and stone removal and pancreaticojejunostomy in 77 cases, simple pancreatic duct incision and pancreaticojejunostomy in 58 cases, internal drainage for pancreatic pseudocysts in 4 cases, and drainage for removal of pancreatic necrotic tissue in 7 cases. There were 58 patients with post-operative complications, including 9 cases of bleeding, 19 cases of infection, 2 cases of gastric paresis, 21 cases pancreatic fistula, and 7 cases of intestinal leakage. Cases with postoperative complications were recovered and discharged after symptomatic treatment. Of the 117 patients receiving P-ESWL, the times of treatment per patient was 1.3±0.7, and a total of 154 times of P-ESWL were performed. There were 89 patients receiving one time of P-ESWL, and 28 patients receiving ≥2 times of P-ESWL. Of the 194 patients receiving endoscopic treatment, the times of treatment per patient was 1.2±0.6, and a total of 238 times of endoscopic treatment were performed. There were 103 cases receiving stent placement, 43 cases receiving nasopancreatic/nasobiliary drainage, 7 cases receiving pancreatic duct balloon dilation, 71 cases receiving pancreatic stone removal, and 58 cases receiving duodenal papilla sphincterotomy. There were 168 patients receiving one time of endoscopic treatment, and 26 patients receiving ≥2 times of endoscopic treatment.There was no postoperative complica-tions reported. Conclusions:The proportion of males in CP patients is relatively high, and the proportion gradually increases with age of 51-60 years. There is no significant difference in the distribution of blood types among CP patients and the population of Shaanxi Province. The proportion of minimally invasive treatment (extracorporeal shock wave lithotripsy and endoscopic therapy) in CP treatment is on the rise, and the duration of hospital stay for patients is on the decline.
10.E-Health Family Interventions for Parents of Children With Autism Aged 0–6 Years: A Scoping Review
Chuang SHANG ; Wei XIE ; Jinpeng ZENG ; Nour OSMAN ; Caihong SUN ; Mingyang ZOU ; Jianli WANG ; Lijie WU
Psychiatry Investigation 2024;21(9):925-937
Objective:
Autism spectrum disorder (ASD) is a neurodevelopmental disorder with onset in infancy. Early intervention is critical to improve the prognosis for these children. E-health interventions have tremendous potential. This review aimed to determine the status and effectiveness of family interventions for parents of children aged 0–6 years with ASD in the context of e-health.
Methods:
The review methodology was guided by the Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews. PubMed, Web of Science, and China National Knowledge Infrastructure were searched from inception to June 2022. The searches were limited to children with ASD of the age range between 0 and 6 years. We collated the available information and used descriptive statistics to analyze the synthesized data.
Results:
Our initial search identified 3,672 articles, of which 30 studies met the inclusion criteria. The 30 articles selected were released between 2012 and 2022. All articles are in English. Most articles reviewed were from high-income countries (27/30, 90.0%), especially from the United States (16/30, 53.3%). Four major themes emerged from the 30 studies that matched the inclusion criteria, as follows: 1) type of e-health interventions, 2) duration of interventions, 3) clinical aspects of e-health interventions, and 4) evidence for intervention effectiveness, looking into the positive, negative, and mixed findings of previous studies.
Conclusion
These findings suggest that a wide variety of e-health interventions may actually help support both children with ASD aged 0–6 years and their parents.

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