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.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.
3.Comparison among different flushing media for intracoronary imaging with optical coherence tomography
Bo LI ; Zhibo LI ; Jinpeng WANG ; Lei ZHAO ; Zhihui WANG ; Junduo WU ; Bin LIU
Chinese Journal of Cardiology 2024;52(2):144-149
Objective:To explore the effects and safety of saline mixed 1∶1 with contrast medium (mixed medium) and pure heparinized saline as alternative media for optimal Optical Coherence Tomography (OCT) guided percutaneous coronary intervention (PCI).Methods:This single-center, prospective cohort study enrolled patients who underwent PCI with OCT guidance for chronic stable angina or acute coronary syndrome at the Department of Cardiology, the Second Hospital of Jilin University from October 2021 to August 2022. The target vessels were examined using OCT with three different flushing media at the same anatomical positions: contrast agent, mixed medium, and pure heparinized saline. An independent observer analyzed all imaging results and evaluated the lumen imaging quality, using the proportion of the clear imaging field (CIF%) as a quantitative measure for analysis. The average luminal diameter was compared among different flushing media. The study also assessed the image quality of the luminal anatomical structures, lesion pathologies, and stents.Results:A total of 105 patients were enrolled in the study, including 110 target vessels. The age of the enrolled patients was (60.5±8.4) years, with 60 male patients (57.1%). OCT examinations were successfully completed using all three media, and no related complications were observed in any groups. The three flushing media presented with the same image quality in terms of depicting the lumen anatomical structures, lesion characteristics, and stent-related features. The mixed medium group achieved a comparable CIF% to the contrast group with both right and left coronary arteries (right coronary 100.0% (100.0%, 100.0%) vs. 100.0% (100.0%, 100.0%), P>0.05; left coronary 100.0% (95.9%, 100.0%) vs. 100.0% (100.0%, 100.0%), P>0.05). While the saline group reached a comparable CIF% to the contrast group with right coronary arteries (100.0% (97.6%, 100.0%) vs. 100.0% (95.9%, 100.0%), P>0.05) but showed a significantly lower CIF% with left coronary arteries (84.9% (75.9%, 93.4%) vs. 100.0% (100.0%, 100.0%), P<0.05). For the average diameter of the coronary lumen, there was no statistically significant difference between the mixed medium group and the saline group compared to the contrast group with both right and left coronary arteries ( P>0.05). Conclusions:A 1∶1 heparinized saline and contrast mixture can serve as a substitute flushing medium for OCT examination during PCI procedure. Pure saline can also yield good results in OCT examination of the right coronary artery, and both alternatives are safe for use as flushing medium in OCT imaging.
4.Advances in musculoskeletal lesions and energy metabolism abnormality in osteogenesis imperfecta
International Journal of Pediatrics 2024;51(2):115-118
Osteogenesis imperfecta(OI)is a hereditary connective tissue disease,and roughly 85% of the patients are caused by heterozygous mutations in COL1A1 and COL1A2,the coding genes of type Ⅰcollagen. Primary symptomatic manifestations of OI are low bone mass,frequent fractures and skeletal deformity,and other symptoms include blue sclera,dentinogenesis imperfecta,hyperlaxity of joint and ligaments,short stature and hearing impairment. Some patients may have muscle weakness,obesity and other symptoms,and the systemic low-grade inflammation and changes in bone microenvironment caused by obesity may have more negative effects on OI bones. The occurrence of obesity in OI patients may be related to energy metabolism abnormalities caused by multiple factors such as reduced activity,abnormal muscle fat metabolism,and diverse genotypes. Currently,there is a lack of large sample data on the incidence of obesity,and exploring the mechanism of skeletal-muscle interaction and energy metabolism regulation is of great significance for OI related obesity prevention and treatment.
5.Modern Thinking on the Indications of Daoyin (导引) based on the Theory of "Wei (痿) Diseases should be Treated by Daoyin"
Yan YU ; Xueyin CHEN ; Lihong YANG ; Shaonan LIU ; Yu CHEN ; Lixiang LIU ; Ping YUE ; Jinpeng WU ; Xinfeng GUO
Journal of Traditional Chinese Medicine 2024;65(11):1170-1173
It has been proposed by Basic Questions On Proper Therapies for Different Diseases Geographically (《素问·异法方宜论篇》) that "wei (痿) diseases should be treated by Daoyin (导引)". Furthermore, it is clarified that the indications of Daoyin are those conditions related to spleen and dampness caused by dampness pathogen, excessive food intake and less exercise, and mainly manifested as heavy limbs, fatigue and flaccidity, which is similar to the metabolic imbalance in the early stage of glucose or lipid metabolism disorder in modern medicine. Based on modern clinical and basic research evidence, Daoyin can inhibit the response of inflammation, alleviate oxidative stress, regulate intestinal microbiota, and modulate gene expression to improve metabolic abnormalities, and this will provide ideas for researches on the indications of Daoyin.
6.Risk factors for acute pancreatitis in long-term drinking participants: a longitudinal UK Biobank-based study
Jinpeng ZHAO ; Yifei MA ; Qingyong MA ; Zheng WU ; Zheng WANG ; Xue YANG
Journal of Xi'an Jiaotong University(Medical Sciences) 2024;45(2):192-199
【Objective】 To examine risk factors for acute pancreatitis (AP) in individuals with chronic alcohol consumption habits. 【Methods】 The study incorporated participants from the initial survey (2006-2010) and subsequent follow-ups (2014+) taken from the UK Biobank database, with the observation period ending on November 30, 2022. During this period, 176 individuals were newly diagnosed with AP, while 59,512 remained unaffected. Vital characteristics of the target population, such as their medical histories, surgical experiences and dietary patterns, were collected during the enrolment phase (2006-2010). The Cox proportional hazard model was employed to ascertain whether these characteristics were potent risk factors for AP. Concurrently, a subgroup from the target population with documented drinking behavior was selected. The multivariate Cox proportional hazard model was utilized to analyze the relationship of the established factors, variances in alcohol consumption, and increased alcohol intake (Δ) with the onset of AP, and whether the additional alcohol intake served as a risk factor. 【Results】 Multivariate analysis revealed that consumption quantity of cooked vegetables inversely correlated with AP risk (HR=0.44, 0.39, 0.42 and 0.41 for one, two, three and four+ tablespoons per day, respectively, as compared to non-consumers). Coffee consumption (2-3 cups per day) also reduced AP risk (HR=0.45 for 2 cups/day; HR=0.39 for 3 cups/day as compared to non-coffee drinkers). However, those with biliary disease without cholecystectomy exhibited a marked increase in AP risk (HR=7.82), which reduced albeit remained elevated for those with biliary disease post-cholecystectomy (HR=2.15). Subgroup analysis showed minimal impact of alcohol intake levels on AP incidence. Yet, increased alcohol consumption (Δ of 1 bottle/week) was linked to a heightened AP risk (HR=1.05, 95% CI:1.02-1.09, P<0.05). 【Conclusion】 Among longstanding alcohol consumers, a diet rich in cooked vegetables and moderate coffee consumption offers protective effects against AP. Conversely, biliary disease (particularly without cholecystectomy) and elevated alcohol intake present considerable risk factors for the development of this condition.
7.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.
8.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.
9.Progress and application of intelligent nanomedicine in urinary system tumors.
Yingming XIAO ; Lei ZHONG ; Jinpeng LIU ; Li CHEN ; Yi WU ; Ge LI
Journal of Pharmaceutical Analysis 2024;14(12):100964-100964
Urinary system tumors include malignancies of the bladder, kidney, and prostate, and present considerable challenges in diagnosis and treatment. The conventional therapeutic approaches against urinary tumors are limited by the lack of targeted drug delivery and significant adverse effects, thereby necessitating novel solutions. Intelligent nanomedicine has emerged as a promising therapeutic alternative for cancer in recent years, and uses nanoscale materials to overcome the inherent biological barriers of tumors, and enhance diagnostic and therapeutic accuracy. In this review, we have explored the recent advances and applications of intelligent nanomedicine for the diagnosis, imaging, and treatment of urinary tumors. The principles of nanomedicine design pertaining to drug encapsulation, targeting and controlled release have been discussed, with emphasis on the strategies for overcoming renal clearance and tumor heterogeneity. Furthermore, the therapeutic applications of intelligent nanomedicine, its advantages over traditional chemotherapy, and the challenges currently facing clinical translation of nanomedicine, such as safety, regulation and scalability, have also been reviewed. Finally, we have assessed the potential of intelligent nanomedicine in the management of urinary system tumors, emphasizing emerging trends such as personalized nanomedicine and combination therapies. This comprehensive review underscores the substantial contributions of nanomedicine to the field of oncology and offers a promising outlook for more effective and precise treatment strategies for urinary system tumors.
10.Progress and application of intelligent nanomedicine in urinary system tumors
Yingming XIAO ; Lei ZHONG ; Jinpeng LIU ; Li CHEN ; Yi WU ; Ge LI
Journal of Pharmaceutical Analysis 2024;14(12):1824-1834
Urinary system tumors include malignancies of the bladder,kidney,and prostate,and present considerable challenges in diagnosis and treatment.The conventional therapeutic approaches against urinary tumors are limited by the lack of targeted drug delivery and significant adverse effects,thereby necessitating novel solutions.Intelligent nanomedicine has emerged as a promising therapeutic alternative for cancer in recent years,and uses nanoscale materials to overcome the inherent biological barriers of tumors,and enhance diagnostic and therapeutic accuracy.In this review,we have explored the recent advances and applications of intelligent nanomedicine for the diagnosis,imaging,and treatment of urinary tumors.The principles of nanomedicine design pertaining to drug encapsulation,targeting and controlled release have been dis-cussed,with emphasis on the strategies for overcoming renal clearance and tumor heterogeneity.Furthermore,the therapeutic applications of intelligent nanomedicine,its advantages over traditional chemotherapy,and the challenges currently facing clinical translation of nanomedicine,such as safety,regulation and scalability,have also been reviewed.Finally,we have assessed the potential of intelligent nanomedicine in the management of urinary system tumors,emphasizing emerging trends such as personalized nanomedicine and combination therapies.This comprehensive review underscores the substantial contributions of nanomedicine to the field of oncology and offers a promising outlook for more effective and precise treatment strategies for urinary system tumors.

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