1.GSFM: A genome-scale functional module transformation to represent drug efficacy for in silico drug discovery.
Saisai TIAN ; Xuyang LIAO ; Wen CAO ; Xinyi WU ; Zexi CHEN ; Jinyuan LU ; Qun WANG ; Jinbo ZHANG ; Luonan CHEN ; Weidong ZHANG
Acta Pharmaceutica Sinica B 2025;15(1):133-150
Pharmacotranscriptomic profiles, which capture drug-induced changes in gene expression, offer vast potential for computational drug discovery and are widely used in modern medicine. However, current computational approaches neglected the associations within gene‒gene functional networks and unrevealed the systematic relationship between drug efficacy and the reversal effect. Here, we developed a new genome-scale functional module (GSFM) transformation framework to quantitatively evaluate drug efficacy for in silico drug discovery. GSFM employs four biologically interpretable quantifiers: GSFM_Up, GSFM_Down, GSFM_ssGSEA, and GSFM_TF to comprehensively evaluate the multi-dimension activities of each functional module (FM) at gene-level, pathway-level, and transcriptional regulatory network-level. Through a data transformation strategy, GSFM effectively converts noisy and potentially unreliable gene expression data into a more dependable FM active matrix, significantly outperforming other methods in terms of both robustness and accuracy. Besides, we found a positive correlation between RSGSFM and drug efficacy, suggesting that RSGSFM could serve as representative measure of drug efficacy. Furthermore, we identified WYE-354, perhexiline, and NTNCB as candidate therapeutic agents for the treatment of breast-invasive carcinoma, lung adenocarcinoma, and castration-resistant prostate cancer, respectively. The results from in vitro and in vivo experiments have validated that all identified compounds exhibit potent anti-tumor effects, providing proof-of-concept for our computational approach.
2.Hyssopus cuspidatus extract inhibited OVA-sensitized allergic asthma through PI3K/JNK/P38 signaling pathway and lipid homeostasis regulation.
Yali ZHANG ; Huiming PENG ; Jingjing LI ; Pan LV ; Mengru ZHANG ; Xu WANG ; Siyu WANG ; Siying ZHU ; Jiankang LU ; Xuepeng FAN ; Jinbo FANG
Chinese Herbal Medicines 2025;17(3):539-547
OBJECTIVE:
To investigate the effect and mechanism of Hyssopus cuspidatus Boriss. extract (HCE) in ovalbumin (OVA)-induced allergic asthma.
METHODS:
Components identification of HCE was conducted using ultra performance liquid chromatography-quadrupole-time of flight-mass spectrometry. Mice were sensitized with OVA to establish asthmatic model, and dexamethasone was used as positive control. Respiratory reactivity, white cells counting in bronchoalveolar lavage fluid and peripheral blood, cytokine level measurement in serum and lung tissue, and histologic examination were performed to evaluate the therapeutic effect of HCE on asthma. Network pharmacology approach was used for mechanism prediction. Western blotting and untargeted lipidomics method were applied for mechanism validation.
RESULTS:
Fifty-two compounds were identified in HCE, predominantly terpenoids and flavonoids. HCE markedly reduced airway resistance, the eosinophil infiltration in lung tissues, and the levels of immunoglobulin E, interleukin-4, interleukin-5, and interleukin-13. Network pharmacology analysis suggested phosphatidylinositol 3-kinases (PI3K), c-Jun N-terminal kinase (JNK), and p38 Mitogen-activated protein kinase (p38 MAPK) may be key proteins of HCE in the treatment of allergic asthma. Western blot results indicated that the levels of phosphorylated PI3K, JNK, and P38 were downregulated in HCE-treated group. Moreover, HCE significantly upregulated the levels of ceramide and sphingomyelin and downregulated the level of phosphatidylcholine.
CONCLUSION
HCE inhibited allergic asthma via PI3K/JNK/P38 signaling pathway and lipid homeostasis regulation.
3.Effect of exercise prescription intervention among patients with type 2 diabetes mellitus
WEN Jinbo ; ZHANG Ting ; ZHAO Qian ; LIU Jing ; SUN Zhongming ; HOU Jianbin ; LU Zhengquan ; XU Yuting ; MA Xinxiong ; PAN Enchun
Journal of Preventive Medicine 2025;37(12):1211-1216
Objective:
To evaluate the effect of exercise prescription intervention among patients with type 2 diabetes mellitus (T2DM), so as to provide the evidence for guiding appropriate physical activity and glycemic control in this population.
Methods:
In July 2023, T2DM patients managed by two community health service centers in Qingjiangpu District, Huai'an City, Jiangsu Province, were selected as the study participants and randomly assigned divided into a control group and an intervention group. The control group received routine chronic disease management under the basic public health services, while the intervention group, in addition to receiving the same routine chronic disease management, was provided with exercise prescription to guide their physical activity at baseline (T0), after 3 months of intervention (T1), and after 6 months of intervention (T2). Data on weight-related indicators, glycated hemoglobin (HbA1c), and blood lipid were collected through physical examinations and laboratory tests at T0 and after 12 months of intervention (T3). The differences in indicators between the two groups before and after the intervention were analyzed using generalized estimating equations.
Results:
The intervention group consisted of 197 patients, including 99 males, accounting for 50.25%. The median disease duration was 7.10 (interquartile range, 7.80) years, and 113 patients had suboptimal HbA1c levels, accounting for 57.36%. The control group included 196 patients, including 99 females, accounting for 50.51%. The median disease duration was 6.10 (interquartile range, 7.00) years, and 100 patients had suboptimal HbA1c levels, accounting for 51.02%. Before the intervention, no statistically significant differences were observed between the two groups in gender, educational level, disease duration, pharmacological treatment, smoking, alcohol consumption, and HbA1c levels (all P>0.05). In the intervention group, the proportion of participants engaging in aerobic exercise and strength training increased from 78.17% and 8.12% at T0 to 85.79% and 16.24% at T3, respectively (both P<0.05). The results of the generalized estimating equations revealed significant interactions between group and time for waist-to-hip ratio, total cholesterol (TC), and low-density lipoprotein cholesterol (LDL-C) following the intervention (all P<0.05). A statistically significant difference in waist-to-hip ratio was found between the two groups (P<0.05), with a greater reduction observed in the intervention group compared to the control group. Significant differences in TC and LDL-C levels were noted across different intervention time points (both P<0.05). Specifically, the intervention group demonstrated reductions of 0.35 mmol/L in TC and 0.42 mmol/L in LDL-C from baseline to follow-up (both P<0.05).
Conclusion
The 12-month exercise prescription intervention can effectively enhance exercise participation and reduce waist-to-hip ratio, TC, and LDL-C levels among patients with T2DM.
4.Technical points of modular operation and standard procedure for three-port anterior mediastinal thymic disease surgery via subxiphoid approach: Experience of Tangdu Hospital
Jipeng ZHANG ; Yongan ZHOU ; Jinbo ZHAO ; Chenghui JIA ; Xinyao XU ; Guangyu XIANG ; Jiahe LI ; Qiang LU
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2024;31(12):1735-1742
Surgery is an important treatment for the anterior mediastinal disease. With the rapid development of minimally invasive techniques, complete resection of the lesion in most patients with thymic disease can be achieved through thoracoscopic surgery. Practice has proved that the three-port resection of anterior mediastinal thymus disease via the subxiphoid approach is an ideal surgical method for the treatment of anterior mediastinal thymic tumors at present, which has strong popularization and popularity and can benefit the patients. The procedure focuses primarily on the anterior and upper mediastinum and can thoroughly expose the anatomy of the mediastinum and both sides, with minimal intraoperative bleeding, high safety, minimal trauma and postoperative pain, and a short hospital stay. It has clear advantages over conventional thoracic open-heart surgery and transversal resection. However, the surgical approach and field of view, and intraoperative precautions of this procedure are completely different from those of previous thoracoscopic procedures, and from the subxiphoid single-port approach adopted by other centers. Based on 10 years of surgical experience at our center, a modular mode of surgical operation has been developed and its procedure has been standardized. This paper will share and discuss relevant operational points and experiences.
5.High-throughput transcriptional profiling of perturbations by Panax ginseng saponins and Panax notoginseng saponins using TCM-seq
Junyun CHENG ; Jie CHEN ; Jie LIAO ; Tianhao WANG ; Xin SHAO ; Jinbo LONG ; Penghui YANG ; Anyao LI ; Zheng WANG ; Xiaoyan LU ; Xiaohui FAN
Journal of Pharmaceutical Analysis 2023;13(4):376-387
Panax ginseng(PG)and Panax notoginseng(PN)are highly valuable Chinese medicines(CM).Although both CMs have similar active constituents,their clinical applications are clearly different.Over the past decade,RNA sequencing(RNA-seq)analysis has been employed to investigate the molecular mechanisms of extracts or monomers.However,owing to the limited number of samples in standard RNA-seq,few studies have systematically compared the effects of PG and PN spanning multiple conditions at the transcriptomic level.Here,we developed an approach that simultaneously profiles transcriptome changes for multiplexed samples using RNA-seq(TCM-seq),a high-throughput,low-cost workflow to molecularly evaluate CM perturbations.A species-mixing experiment was conducted to illustrate the accuracy of sample multiplexing in TCM-seq.Transcriptomes from repeated samples were used to verify the robustness of TCM-seq.We then focused on the primary active components,Panax notoginseng sa-ponins(PNS)and Panax ginseng saponins(PGS)extracted from PN and PG,respectively.We also char-acterized the transcriptome changes of 10 cell lines,treated with four different doses of PNS and PGS,using TCM-seq to compare the differences in their perturbing effects on genes,functional pathways,gene modules,and molecular networks.The results of transcriptional data analysis showed that the tran-scriptional patterns of various cell lines were significantly distinct.PGS exhibited a stronger regulatory effect on genes involved in cardiovascular disease,whereas PNS resulted in a greater coagulation effect on vascular endothelial cells.This study proposes a paradigm to comprehensively explore the differences in mechanisms of action between CMs based on transcriptome readouts.
6.Nodal marginal zone lymphoma with elevated monoclonal IgM: report of 1 case and review of literature
Weixin CAI ; Meiling ZHOU ; Ling SHU ; Jinbo LU ; Lingling WANG ; Ya XU ; Hao XU ; Yuexin CHENG
Journal of Leukemia & Lymphoma 2022;31(12):725-729
Objective:To investigate the clinicopathological features, diagnosis, differential diagnosis and treatment of nodal marginal zone lymphoma (NMZL) with elevated monoclonal IgM.Methods:The clinical data of one NMZL patient with elevated monoclonal IgM treated at Yancheng No.1 People's Hospital in July 2020 were retrospectively analyzed, and the related literature was analyzed.Results:The patient was a 57-year-old female and the main clinical manifestations were fatigue and bone pain in left rib. Serum immunofixation electrophoresis showed IgM-κ type M proteinemia, bone marrow cytology showed a few plasmacytoid lymphocytes, bone marrow biopsy and immunohistochemistry showed B-cell non-Hodgkin lymphoma, bone marrow genetic testing showed MYD88 L265p and CXCR4 were both negative, postoperative pathology result of retroperitoneal lymph node biopsy was marginal zone lymphoma (mature small B type, prone to NMZL),and immunohistochemistry results: CD3, CD5, CD138, κ, λ, CD10, Cyclin D1 were negative, CD20, Pax-5, CD23 (FDC), bcl-2 were positive; Ki-67 positive index < 5%. The final diagnosis was NMZL with elevated monoclonal IgM. Partial remission was achieved after 8 cycles of reduced-dose CHOP regimen; thalidomide was used in the maintenance treatment, the disease condition was stable until August in 2021 and the follow-up was continuing.Conclusions:NMZL with elevated monoclonal IgM is relatively rare. Its diagnosis should be differentiated from Waldenstr?m macroglobulinemia and other inert B-cell lymphomas. Currently, there is no standard treatment and following the principle of individualized treatment can improve the prognosis of patients.
7.Efficacy of microneedle radiofrequency for treatment of moderate acne vulgaris
Yangmin GUO ; Tao LU ; Yanxia CHEN ; Jinbo ZOU ; Shupin ZHANG ; Qizhou HUANG ; Aimin LAI ; Junbin ZHENG
Chinese Journal of Medical Aesthetics and Cosmetology 2022;28(4):304-307
Objective:To evaluate the clinical efficacy of microneedle radiofrequency in the treatment of moderate acne vulgaris.Methods:From August 2018 to August 2020, 393 patients (192 males and 201 females, aged 15-38 years) with moderate acne were enrolled in the Department of Dermatology, the First Affiliated Hospital of Shantou University Medical College and Shantou Chaonan Minsheng Hospital, including 201 patients in experimental group and 192 patients in control group. In the experimental group, microneedle radiofrequency therapy was used once every 2 weeks for 3 times in total. The control group adopted the fire needle, once every 2 weeks, a total of 3 times. The efficacy of both groups was evaluated at week 8.Results:A total of 378 patients were actually completed: 196 patients in the experimental group, and 182 patients in the control group. At the eighth week of follow-up, the total effective rate was 81.12% in the experimental group and 70.43% in the control group. The efficacy of the two groups was statistically different (χ 2=4.42, P<0.05). Conclusions:The efficacy of microneedle radiofrequency therapy in the treatment of moderate acne vulgaris is better than that of fire needle, with good tolerance, short recovery period, few adverse reactions and high compliance, which has clinical promotion value.
8.Prognostic value of postoperative adjuvant chemotherapy in patients with cervical and upper thoracic esophageal squamous cell carcinoma
Kang GUO ; Jie MA ; Jianfei ZHU ; Junfeng BAI ; Wuping WANG ; Qiang LU ; Jinbo ZHAO ; Xiaolong YAN ; Jian WANG ; Wenhai LI ; Xiaofei LI
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2022;29(12):1580-1586
Objective To explore whether surgery combined with adjuvant chemotherapy can bring survival benefits to patients with cervical and upper thoracic esophageal squamous cell carcinoma (ESCC). Methods The clinical data of patients with cervical and upper thoracic ESCC who underwent R0 resection and neck anastomosis in our department from 2006 to 2010 were retrospectively analyzed. Patients received neoadjuvant therapy or adjuvant radiotherapy were excluded. The adjuvant chemotherapy group was given a combination of taxanes and platinum based chemotherapy after surgery; the surgery alone group did not receive adjuvant chemotherapy. The Kaplan-Meier method was used to analyze the survival difference between the adjuvant chemotherapy group and the surgery alone group. Results A total of 181 patients were enrolled, including 141 (77.9%) males and 40 (22.1%) females, with an average age of 61.0±8.2 years (80 patients aged≤61 years, 101 patients aged>61 years). There were 70 (38.7%) patients of cervical ESCC, and 111 (61.3%) patients of upper thoracic ESCC. Eighty-seven (48.1%) patients underwent postoperative adjuvant chemotherapy, and 94 (51.9%) patients underwent surgery alone, and the basic clinical characteristics were well balanced between the two groups (P>0.05). The median survival time of patients in the adjuvant chemotherapy group and the surgery alone group was 31.93 months and 26.07 months, and the 5-year survival rate was 35.0% and 32.0%, respectively (P=0.227). There was no statistical difference in median survival time between the cervical ESCC and upper thoracic ESCC group (31.83 months vs. 29.76 months, P=0.763). For cervical ESCC patients, the median survival time was 45.07 months in the adjuvant chemotherapy group and 14.70 months in the surgery alone group (P=0.074). Further analysis showed that the median survival time of lymph node negative group was 32.53 months, and the lymph node positive group was 24.57 months (P=0.356). The median survival time was 30.43 months in the lymph-node positive group with adjuvant chemotherapy and 17.77 months in the lymph-node positive group with surgery alone. The survival curve showed a trend of difference, but the difference was not statistically significant (P=0.557). Conclusion There is no statistical difference in the long-term survival of cervical and upper thoracic ESCC patients after R0 resection. Postoperative adjuvant chemotherapy may have survival benefits for patients with cervical ESCC and upper ESCC with postoperative positive lymph nodes, but the differences are not statistically significant in this setting.
9.Expression of Toll-like receptor 8 in diffuse large B-cell lymphoma and its clinical significance
Weixin CAI ; Meiling ZHOU ; Jinbo LU ; Can CHEN ; Hao XU ; Yuqing MIAO ; Yuexin CHENG
Journal of Leukemia & Lymphoma 2022;31(6):338-342
Objective:To investigate the expression of Toll-like receptor 8 (TLR8) in diffuse large B-cell lymphoma (DLBCL) and its correlation with clinicopathological characteristics and prognosis of patients.Methods:The data in the Oncomine database was used to analyze the difference of TLR8 mRNA expression between DLBCL tumor tissues and normal lymphocytes, and the result was verified in two independent subsets GSE 25638 and GSE 32018 of the NCBI-GEO database. The OSDLBCL online survival analysis tool was used to analyze the correlation of TLR8 mRNA relative expression level with overall survival (OS) and progression-free survival (PFS) of DLBCL patients. Gene ontology bioprocess (GO_BP) enrichment analysis was performed by using GSEA software. The correlation of TLR8 mRNA expression with tumor immune cell infiltration degree and immune checkpoint-related molecule expression was analyzed by TIMER online tool website. A total of 53 DLBCL patients who underwent lymph node biopsy in Yancheng No. 1 People's Hospital from June 2020 to June 2021 were selected. Immunohistochemistry was used to detect the expression of TLR8 protein, and its relationship with the clinicopathological characteristics of patients was analyzed.Results:The analysis result of data from Oncomine and GEO databases showed that the relative expression levels of TLR8 mRNA in tumor tissues of patients with DLBCL or activated B cell-like DLCBL were higher than those in normal lymphocytes (all P < 0.001). The results of OSDLBCL online survival analysis indicated that the OS ( P = 0.020) and PFS ( P = 0.004) in DLBCL patients with high TLR8 mRNA expression were worse than those in patients with low TLR8 mRNA expression. The level of TLR8 was related to the abnormal function of immune response, cytokine metabolism and DNA damage monitoring; the result of TIMER online analysis showed that the expression level of TLR8 mRNA was positively related to the degree of neutrophil infiltration ( r = 0.78, P < 0.001) and the expression of immunosuppressive molecules [HAVCR2 ( r = 0.85, P < 0.001), LAG3 ( r = 0.63, P < 0.001), CD274 ( r = 0.77, P < 0.001), TIGIT ( r = 0.32, P = 0.037), and C10ORF54 ( r = 0.34, P = 0.029)]. Among 53 DLBCL patients, 29 patients (54.7%) had low expression of TLR8 protein and 24 patients (45.3%) had high expression of TLR8 protein. There were statistical differences in the expressions of TLR8 protein in DLBCL patients with different serum lactate dehydrogenase and β 2-microglobulin levels (both P < 0.05). Conclusions:TLR8 is highly expressed in DLBCL patients, and TLR8 may be a prognostic marker of DLBCL.
10.Case report of compound oxidative phosphorylation deficiency type 10 caused by a new site mutation of MTO1 gene
Yanhong YU ; Ziwei LU ; Jiaqin LI ; Yuan ZHUANG ; Yan DENG ; Jinbo LIU ; Xing SHEN
Chinese Journal of Applied Clinical Pediatrics 2022;37(13):1026-1028
The clinical data of a case of compound oxidative phosphorylation deficiency type 10 (COXPD10) caused by a new site mutation of MTO1 gene in the Department of Pediatrics, Affiliated Hospital of Southwest Medical University on December 29, 2020 were retrospectively analyzed.The patient was a 2 months and 19 days old boy of Han nationality.The main clinical manifestations were shortness of breath, hyperlactic acidemia, hyperammonemia and brain damage.Cardiac hypertrophy was not obvious.Heterozygous mutations at c. 344delA and c. 1055C>T sites in the MTO1 gene have not been reported in domestic and foreign literature.COXPD10 caused by MTO1 gene mutations may result in diversified clinical manifestations due to inconsistent mutation sites.For hyperlactic acidemia with unknown predisposing factors, early genetic examination should be conducted to confirm the possibility of COXPD10.


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