1.Heterogeneity of Adipose Tissue From a Single-cell Transcriptomics Perspective
Yong-Lang WANG ; Si-Si CHEN ; Qi-Long LI ; Yu GONG ; Xin-Yue DUAN ; Ye-Hui DUAN ; Qiu-Ping GUO ; Feng-Na LI
Progress in Biochemistry and Biophysics 2025;52(4):820-835
Adipose tissue is a critical energy reservoir in animals and humans, with multifaceted roles in endocrine regulation, immune response, and providing mechanical protection. Based on anatomical location and functional characteristics, adipose tissue can be categorized into distinct types, including white adipose tissue (WAT), brown adipose tissue (BAT), beige adipose tissue, and pink adipose tissue. Traditionally, adipose tissue research has centered on its morphological and functional properties as a whole. However, with the advent of single-cell transcriptomics, a new level of complexity in adipose tissue has been unveiled, showing that even under identical conditions, cells of the same type may exhibit significant variation in morphology, structure, function, and gene expression——phenomena collectively referred to as cellular heterogeneity. Single-cell transcriptomics, including techniques like single-cell RNA sequencing (scRNA-seq) and single-nucleus RNA sequencing (snRNA-seq), enables in-depth analysis of the diversity and heterogeneity of adipocytes at the single-cell level. This high-resolution approach has not only deepened our understanding of adipocyte functionality but also facilitated the discovery of previously unidentified cell types and gene expression patterns that may play key roles in adipose tissue function. This review delves into the latest advances in the application of single-cell transcriptomics in elucidating the heterogeneity and diversity within adipose tissue, highlighting how these findings have redefined the understanding of cell subpopulations within different adipose depots. Moreover, the review explores how single-cell transcriptomic technologies have enabled the study of cellular communication pathways and differentiation trajectories among adipose cell subgroups. By mapping these interactions and differentiation processes, researchers gain insights into how distinct cellular subpopulations coordinate within adipose tissues, which is crucial for maintaining tissue homeostasis and function. Understanding these mechanisms is essential, as dysregulation in adipose cell interactions and differentiation underlies a range of metabolic disorders, including obesity and diabetes mellitus type 2. Furthermore, single-cell transcriptomics holds promising implications for identifying therapeutic targets; by pinpointing specific cell types and gene pathways involved in adipose tissue dysfunction, these technologies pave the way for developing targeted interventions aimed at modulating specific adipose subpopulations. In summary, this review provides a comprehensive analysis of the role of single-cell transcriptomic technologies in uncovering the heterogeneity and functional diversity of adipose tissues.
2.Development of a nomogram-based risk prediction model for chronic obstructive pulmonary disease incidence in community-dwelling population aged 40 years and above in Shanghai
Yixuan ZHANG ; Yiling WU ; Jinxin ZANG ; Xuyan SU ; Xin YIN ; Jing LI ; Wei LUO ; Minjun YU ; Wei WANG ; Qi ZHAO ; Qin WANG ; Genming ZHAO ; Yonggen JIANG ; Na WANG
Shanghai Journal of Preventive Medicine 2025;37(8):669-675
ObjectiveTo develop a nomogram-based risk prediction model for chronic obstructive pulmonary disease (COPD) incidence among the community-dwelling population aged 40 years old and above, so as to provide targeted references for the screening and prevention of COPD. MethodsBased on a natural population cohort in suburban Shanghai, a total of 3 381 randomly selected participants aged ≥40 years underwent pulmonary function tests between July and October 2021. Cox stepwise regression analysis was used to develop overall and gender-specific risk prediction models, along with the construction of corresponding risk nomograms. Model predictive performance was evaluated using the C-indice, area under the curve (AUC) values, and Brier score. Stability was assessed through 10-fold cross-validation and sensitivity analysis. ResultsA total of 3 019 participants were included, with a median follow-up duration of 4.6 years. The COPD incidence density was 17.22 per 1 000 person-years, significantly higher in males (32.04/1 000 person-years) than that in females (7.38/1 000 person-years) (P<0.001). The overall risk prediction model included the variables such as gender, age, education level, BMI, smoking, passive smoking, and respiratory comorbidities. The male-specific model incorporated the variables such as age, BMI, respiratory comorbidities, and smoking, while the female-specific model included age, marital status, respiratory comorbidities, and pulmonary tuberculosis history. The C-indices for the overall, male-specific, and female-specific models were 0.829, 0.749, and 0.807, respectively. The 5-year AUC values were 0.785, 0.658, and 0.811, with Brier scores of 0.103, 0.176, and 0.059, respectively. Both 10-fold cross-validated C-indices and sensitivity analysis (excluding participants with a follow-up duration of <6 months) yielded C-indices were above 0.740. ConclusionThis study developed concise and practical overall and gender-specific COPD risk prediction models and corresponding nomograms. The models demonstrated robust performance in predicting COPD incidence, providing a valuable reference for identifying high-risk populations and formulating targeted screening and personalized management strategies.
3.Enhancing Disciplinary Development Through Journal Columns: Taking the "Clinical Practice Guidelines"Column in Medical Journal of Peking Union Medical College Hospital as an Example
Meihua WU ; Hui LIU ; Qi ZHOU ; Qianling SHI ; Na LI ; Yule LI ; Xiaoqing LIU ; Kehu YANG ; Jinhui TIAN ; Long GE ; Bin MA ; Xiuxia LI ; Xuping SONG ; Xiaohui WANG ; Yaolong CHEN
Medical Journal of Peking Union Medical College Hospital 2025;16(5):1315-1324
To explore the role of the "Clinical Practice Guidelines" column and others in the We collected papers published by the Lanzhou University Evidence-Based Medicine Center team in the "Clinical Practice Guidelines" column and others from 2018 to 2025. These publications were analyzed across multiple dimensions, including authorship and institutional affiliations, citation metrics, and research themes and content. A total of 59 papers were included in the analysis, with authors representing 70 domestie and international research institutions. The cumulative citation count was 639, with the highest single-paper citation frequency reaching 101. The average citation per paper was 10.8, and total downloads exceeded 30 000. The content focused on key themes such as guideline terminology, development methodology, guideline evaluation, and dissemination and implementation. The evolution of research topics progressed from critiques of common misconceptions and hot topies in the field to multidimensional evaluations of thecurrent state of Chinese guidelines, culminating in the fommulation of industry standards for guidelines. These contributions have provided critical references for translating guideline theory into practice in China and have garnered widespread attention and discussion among scholars in the field. The "Clinical Practice Guidelines" column and others in the
4.Effect of ultrasound and CT three-dimensional reconstruction in open reduction and internal fixation of fractured ribs
Pengfei LI ; Shuai GAO ; Qi WANG ; Na SHANG
International Journal of Surgery 2024;51(3):185-190
Objective:To evaluate the effect of ultrasound and CT three-dimensional reconstruction in open reduction and internal fixation of fractured ribs.Methods:A retrospective case-control study was conducted to analyze the clinical data of 112 patients with chest trauma and rib fractures admitted to Yan′an People′s Hospital from January 2021 to September 2023. According to the different preoperative positioning methods used, the reconstruction group was divided into a reconstruction group ( n=61) and a combined group ( n=51). The reconstruction group positioned the surgical incision position based on conventional CT three-dimensional reconstruction, while the combined group positioned the rib fracture end based on CT three-dimensional reconstruction combined with ultrasound. Record clinical data of two groups of patients and compare their preoperative positioning accuracy, average incision length, exposure time of fracture ends, fracture healing time, incision infection rate, surgical related indicators, visual analogue pain score (VAS) at one month after surgery, and surgical incision healing levels. Measurement data with normal distribution were expressed as mean±standard deviation ( ± s), and t-test was used for inter group comparison; Comparison of count data between groups using chi-square test; The comparison of grade data were conducted using Mann-Whitney U test. Results:The preoperative localization accuracy, postoperative VAS at one month, and surgical incision healing grade A of the combined group patients were 94.4%, (2.26±0.48) points, 96.1%, respectively, the reconstruction group were 84.1%, (4.52±1.34) points, 72.1%, the combined group was better than the reconstructed group, the difference between the two groups was statistically significant ( P<0.05); The average incision length, fracture exposure time, fracture healing time, surgical time, and thoracic tube retention time of the combined group were (7.32±2.44) cm, (18.06±4.78) min, (48.16±4.58) d, (55.46±7.48) min, and (3.57±1.28) min, respectively. The reconstruction group were (10.16±2.86) cm, (29.45±5.65) min, (55.36±4.45) d, (64.36±7.52) min, and (7.49±1.52) min, respectively, the difference between the two groups was statistically significant ( P<0.05). Conclusion:Application of ultrasound combined with CT three-dimensional reconstruction in open reduction and internal fixation of fractured ribs can increase the preoperative positioning accuracy, which can guide the surgical incision, thus alleviating postoperative pain, facilitating postoperative healing, minimizing surgical trauma, and improving the patient′s prognosis.
5.Influence of lncRNA ZFAS1 on cisplatin sensitivity in glioma via miR-193b-3p regulation
Hui ZHANG ; Kuan-Yun ZHENG ; Li-Na QI ; Zi-Jiao XUE
The Chinese Journal of Clinical Pharmacology 2024;40(12):1774-1778
Objective To investigate the role of long non-coding RNA(lnc RNA)ZFAS1 in glioma cells'sensitivity to cisplatin and its underlying mechanisms.Methods By analyzing the knockdown of ZFAS1 on the sensitivity of glioma cells to cisplatin using real-time fluorescence quantitative polymerase chain reaction(qRT-PCR)experiments,and the cells were divided into sh-NC group(transfected with sh-NC lentiviral plasmid),sh#1 group(transfected with sh-ZFAS1-1 lentiviral plasmid)and sh#2 group(transfected with sh-ZFAS1-2 lentiviral plasmid).Dual luciferase experiments verified the interaction between ZFAS1 and miR-193b-3p,and the cells were divided into ZFAS1-WT+NC inhibitor group(transfected with ZFAS1 wild-type plasmid and NC inhibitor),ZFAS1-WT+miR-193b-3p inhibitor group(transfected with ZFAS1 wild-type plasmid and miR-193b-3p inhibitor),ZFAS1-Mut+NC inhibitor group(transfected with ZFAS1 mutant plasmid and NC inhibitor)and ZFAS1-Mut+miR-193b-3p inhibitor group(transfected with ZFAS1 mutant plasmid and miR-193b-3p inhibitor).Cell counting kit-8(CCK-8)and terminal deoxynucleotidly transferase mediated labeling(TUNEL)experiments were used to analyze the effect of ZFAS1/miR-193b-3p on the sensitivity of glioma cells to cisplatin,and the cells were divided into blank control group(0 μg·mL-1 cisplatin treatment of U251 cells),0.5 μg·mL-1 cisplatin+sh-NC+NC inhibitor group(0.5 μg·mL-1 cisplatin treatment of U251 cells co-transfected with sh-NC lentiviral plasmid and NC inhibitor),0.5 μg·mL-1 cisplatin+sh#1+NC inhibitor group(0.5 μg·mL-1cisplatin treatment of U251 cells co-transfected with sh-NC lentiviral plasmid and NC inhibitor),and 0.5 μg·mL-1 cisplatin+sh#1+miR-193b-3p inhibitor group(0.5 μg·mL-1 cisplatin treatment of U251 cells co-transfected with sh-ZFAS1-1 lentiviral plasmid and miR-193b-3p inhibitor).Results The results of the experiment showed that the expression levels of ZFAS1 in the sh-NC group,sh#1 group and sh#2 group were 1.00±0.17,0.48±0.06 and 0.68±0.08.The fluorescence activities of ZFAS 1-WT+NC inhibitor group,ZFAS1-WT+miR-193b-3p inhibitor group,ZFAS1-Mut+NC inhibitor group and ZFAS1-Mut+miR-193b-3p inhibitor group were 1.00±0.10,1.45±0.11,1.02±0.09 and 0.97±0.13.The proliferation rates at 72 h for the blank control group,0.5 μg·mL-1 cisplatin+sh-NC+NC inhibitor group,0.5 μg·mL-1 cisplatin+sh#1+NC inhibitor group and 0.5 μg·mL-1cisplatin+sh# 1+miR-193b-3p inhibitor group were(100.00±14.13)%,(96.62±9.82)%,(60.56±6.08)%and(78.64±7.22)%;while the apoptosis rates at 72 h were(9.52±1.11)%,(10.12±1.34)%,(16.08±1.52)%and(12.22±1.19)%.Comparied between blank control group and 0.5 μg·mL-1 cisplatin+sh-NC+NC inhibitor group,0.5 μg·mL-1 cisplatin+sh#1+NC inhibitor group and 0.5 μg·mL-1 cisplatin+sh # 1+miR-193b-3p inhibitor group,the differences were statistically significant(all P<0.05).Conclusion This study reveals the important role of ZFAS1 in cisplatin sensitivity in glioma and elucidates its mechanism of influencing drug sensitivity through the regulation of miR-193b-3p.
6.Research status of sodium-glucose co-transporter 2 inhibitors in the treatment of type 2 diabetes mellitus with heart failure with preserved ejection fraction
Ming-Yan LIU ; Bing-Qi ZHANG ; Hu-Hu LI ; Nai-Ru YUN ; Si-Miao FAN ; Rong-Rong YANG ; Rui-Ying GUO ; Yong-Na DAI
The Chinese Journal of Clinical Pharmacology 2024;40(13):1977-1981
Sodium-glucose co-transporter protein 2 inhibitor(SGLT2i)has steadily demonstrated benefits in the treatment of type 2 diabetes complicated with cardiovascular diseases based on evidence-based medicine,but its precise mechanism is yet unknown.We identified type 2 diabetes patients with HFpEF by searching PubMed,Web of Science,China knowledge network(CNKI),and other databases.We then summarized the pathological mechanism of HFpEF caused by type 2 diabetes.At the same time,to link to evidence-based medical,we explored the future of SGLT2i in clinical application.
7.Bioequivalence study of rasagiline mesylate tablets in Chinese healthy subjects
Gang CHEN ; Xiao-Lin WANG ; Si-Qi ZANG ; Ze-Juan WANG ; Xiao-Na LIU ; Ai-Hua DU ; Min LI ; Ya-Nan ZHANG ; Dan ZHANG ; Li-Na ZHANG ; Jin WANG
The Chinese Journal of Clinical Pharmacology 2024;40(19):2885-2890
Objective To study the pharmacokinetics and bioequivalence of two formulations of rasagiline mesylate tablets in healthy subjects under fasting and fed conditions.Methods The two-period,two-sequence,crossover study design was adopted in the fasting study.Thirty-six subjects were enrolled and given either test preparation or reference preparation 1 mg respectively in two periods.After collecting plasma samples,the plasma concentration of rasagiline was determined by liquid chromatography-tandem mass spectrometry(LC-MS/MS)and the bioequivalence was evaluated using the average bioequivalence(ABE)method.The four-period,two-sequence,fully replicate crossover study design was adopted in the fed study.Forty-eight subjects were enrolled and given the test preparation or the reference preparation at a dose of 1 mg twice respectively in four periods.According to the degree of intra-individual variation of Cmax,AUC0-t and AUC0-∞,the equivalence was evaluated using the reference-scaled average bioequivalence and ABE method,respectively.Results In the fasting study,the pharmacokinetic parameters of rasagiline of the test and reference preparation were as follow:Cmax were(9.70±3.14)and(9.62±3.85)ng·mL-1,AUC0-t were(6.03±1.47)and(6.02±1.95)ng·h·mL-1,AUC0-∞ were(6.13±1.51)and(6.12±1.97)ng·h·mL-1.The 90%confidence interval(CI)of the geometric mean ratio(GMR)were 94.11%-118.06%,99.22%-107.74%and 99.16%-107.44%for Cmax,AUC0-t and AUC0-∞,respectively,which were within the acceptance criteria of 80.00%-125.00%.In the fed study,the pharmacokinetic parameters of rasagiline of the test and reference preparation were as follow:Cmax were(3.00±1.92)and(3.52±1.77)ng·mL-1,AUC0_t were(5.02±1.20)and(5.06±1.20)ng·h·mL-1,AUC0-∞ were(5.11±1.23)and(5.14±1.22)ng·h·mL-1.The 90%CI of GMR were 96.99%-101.19%and 97.17%-101.41%for AUC0-t and AUC0-∞,which were within the acceptance criteria of 80.00%-125.00%.The 95%upper confidence bound of Cmax for were less than"0",and the point estimate of GMR were within the acceptance criteria of 80.00%-125.00%.The incidence of adverse events in fasting and fed studies was 22.86%and 22.92%,respectively,and all adverse events were moderate to mild.Conclusion The two rasagiline mesylate tablets were bioequivalent,and both the formulations were well tolerated.
8.Bioequivalence study of olmesartan medoxomil tablet in Chinese healthy subjects
Na SHAN ; Da-Hai JIANG ; Lin-Lin MIAO ; Zhen-Li REN ; Peng-Bo JIN ; Pei-Qi HAO ; Li AN ; Hong ZHU ; Yong XIN ; Guang-De YANG ; Feng LIU
The Chinese Journal of Clinical Pharmacology 2024;40(20):3033-3037
Objective To study the bioequivalence of test and reference olmesartan tablet in Chinese healthy subjects after single dose under fasting and fed conditions.Methods A single-center,random,open,single-dose,two-preparations,double-period,crossover study was adopted.A total of 48 healthy adult male and female subjects(24 cases of fasting test and 24 cases of fed test)were included in the random crossover administration.Single oral dose 20 mg of test and reference were taken under fasting and postprandial conditions,respectively.Plasma concentration of olmesartan in plasma were determined by liquid chromatography tandem mass spectrometry.The main pharmacokinetic parameters were calculated by Phoenix WinNonlin 8.0 software.Results The main pharmacokinetic parameters of the test and reference preparations of olmesartan tablets in the fasting group were as follows:Cmax were(653.06±133.53)and(617.37±151.16)ng·mL-1,AUC0-t were(4 201.18±1 035.21)and(4 087.38±889.99)ng·mL-1·h,AUC0-∞ were(4 254.30±1 058.90)and(4 135.69±905.29)ng·mL-1·h.The main pharmacokinetic parameters of the test and reference preparations of olmesartan tablets in the postprandial group were as follows:Cmax were(574.78±177.05)and(579.98±107.74)ng·mL-1,AUC0-t were(3 288.37±866.06)and(3 181.51±801.06)ng·mL-1·h,AUC0-∞ were(3 326.11±874.26)and(3 242.01±823.09)ng·mL-1·h.Under fasting and postprandial conditions,the 90%confidence intervals of the main pharmacokinetic parameters of the test and reference preparations are both 80.00%-125.00%.Conclusion Under fasting and postprandial conditions,a single oral dose of test and reference preparations olmesartan tablets in Chinese healthy adult volunteers showed bioequivalence.
9.Study on the association of diet pattern with chronic obstructive pulmonary disease in population aged 40 years and above in Songjiang District, Shanghai
Xinyue PANG ; Jianguo YU ; Xin YIN ; Zhongxing SUN ; Xing LIU ; Jing LI ; Yiling WU ; Qi ZHAO ; Yonggen JIANG ; Genming ZHAO ; Na WANG ; Qingwu JIANG
Chinese Journal of Epidemiology 2024;45(12):1649-1657
Objective:To explore the incidence of chronic obstructive pulmonary disease (COPD) in a cohort aged 40 years and above in Songjiang District, Shanghai, and to analyze the association of Mediterranean diet pattern and dietary approaches in stopping hypertension pattern (DASH) with the risk of developing COPD.Methods:Based on a natural population cohort in Songjiang District, Shanghai, 27 474 adults aged 40 years and above who did not have COPD at baseline were enrolled in the study. The Cox proportional risk regression model was used to analyze the association of baseline Mediterranean diet pattern score and DASH score with the risk of COPD, and the hazard ratio ( HR) of the risk and its 95% CI were calculated. Restricted cubic spline was used to analyze the nonlinear association between the two diet scores and the risk of COPD. Stratified analyses were performed according to gender, age, smoking status, etcetera. Sensitivity analyses were conducted by censoring cases diagnosed within one year after the baseline survey or people with a history of malignant tumor disease. Results:As of June 30, 2023, after a median follow-up time of 6.21 years, there were 1 089 (4.0%) new COPD cases with an incidence density of 64.00 per 10 000 person-years. After adjusting for relevant confounders, in the Mediterranean tertile subgroups under diet pattern score, the risk of developing COPD could be reduced by approximately 14% in the intermediate scoring group ( HR=0.86, 95% CI: 0.75-0.99) and 15% in the highest scoring group ( HR=0.85, 95% CI: 0.72-0.99) compared to the lowest scoring group. The association remained after censoring cases diagnosed within one year of the baseline survey ( HR=0.82, 95% CI: 0.70-0.95; HR=0.82, 95% CI: 0.68-0.97) or censoring people with a history of malignant tumor disease ( HR=0.84, 95% CI: 0.73-0.97; HR=0.84, 95% CI: 0.71-0.99). No statistical association was found between the DASH score and the risk of COPD. Conclusions:The Mediterranean diet pattern was associated with a lower risk of COPD. Increasing the intake of vegetables, fruits, legumes, and whole grains and decreasing the intake of red meat and others can reduce the risk of COPD. No association was found between the DASH dietary pattern and the risk of COPD in this community population.
10.Efficacy of different questionnaires in screening COPD in the communities of Songjiang District, Shanghai
Xin YIN ; Yiling WU ; Shanshan HOU ; Jing LI ; Wei LUO ; Minjun YU ; Jinxin ZANG ; Wei WANG ; Xuyan SU ; Qi ZHAO ; Yinfeng ZHU ; Genming ZHAO ; Yonggen JIANG ; Qingwu JIANG ; Na WANG
Shanghai Journal of Preventive Medicine 2024;36(4):386-392
ObjectiveTo evaluate the efficacy of three screening questionnaires for COPD in the community residents of Songjiang District, Shanghai, and to provide a basis for selecting COPD screening questionnaire and process that are more suitable. MethodsCommunity residents aged 40 years or over were randomly selected from the Shanghai Suburban Adult Cohort and Biobank for the study with screening questionnaires and spirometry. Questionnaires included the COPD screening questionnaire (COPD-SQ), the COPD population screener (COPD-PS) and the revised COPD diagnostic questionnaire (revised-CDQ). Evaluation of the efficacy of these questionnaires was based on the area under the receiver operating characteristic curve (AUC) of the subjects. DeLong test was used to compare the accuracy of different questionnaires; Z test was used to compare the accuracy of different cut-off values for the same questionnaire. ResultsAmong 3 184 community residents, a total of 259 (8.1%) COPD patients were screened by spirometry. AUC values of these 3 screening questionnaires were >0.7 indicating that they were reliable COPD screening tools. The sensitivity and specificity of the questionnaires at the recommended cut-off values were COPD-SQ (63.7% and 72.2%), COPD-PS (12.0% and 96.1%), and revised CDQ (78.8% and 52.7%), with the COPD-SQ having the highest screening accuracy (AUC=0.754). The optimal and recommended cut-off values for the three questionnaires differed in this population, but the difference in accuracy was statistically significant only for COPD-PS. The optimal cut-off values for the three questionnaires differed between male and female, and the sensitivity and accuracy of COPD-SQ and COPD-PS improved when lower cut-off values were used for women. The AUC was greater when two questionnaires were utilized simultaneously for screening, but the differences were not statistically significant. ConclusionThe COPD-SQ is recommended for primary COPD screening; a lower cut-off value for women should be considered. The COPD screening questionnaire needs to be further improved for the early diagnosis and treatment of COPD patients.

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