1.Identification strategy of cold and hot properties of Chinese herbal medicines based on artificial intelligence and biological experiments.
Lin LIN ; Pengcheng ZHAO ; Zhao CHEN ; Bin LIU ; Yuexi WANG ; Qi GENG ; Li LI ; Yong TAN ; Xiaojuan HE ; Li LI ; Jianyu SHI ; Cheng LU
Chinese Medical Journal 2025;138(6):745-747
2.Value of serum tryptophan in stratified management of 90-day mortality risk in patients with hepatitis B virus-related acute-on-chronic liver failure: a multicenter retrospective study.
Chao ZHOU ; Jingjing ZHANG ; Qiao TANG ; Shuangnan FU ; Ning ZHANG ; Zhaoyun HE ; Jin ZHANG ; Tianyi ZHANG ; Pengcheng LIU ; Man GONG
Journal of Southern Medical University 2025;45(1):59-64
OBJECTIVES:
To explore the correlation of serum tryptophan level with 90-day mortality risk in patients with hepatitis B virus-related acute-on-chronic liver failure (HBV-ACLF).
METHODS:
This retrospective study was conducted among 108 patients with HBV-ACLF, whose survival outcomes within 90 days after diagnosis were recorded. The correlation of baseline serum tryptophan levels measured by high-performance liquid chromatography with 90-day mortality of the patients was analyzed, and the predictive value of serum tryptophan for 90-day mortality was explored.
RESULTS:
Within 90 days after diagnosis, 53 (29.4%) of the patients died and 127 (70.6%) survived. The deceased patients had significantly lower baseline serum tryptophan levels than the survivors (7.31±3.73 pg/mL vs 13.32±7.15 pg/mL, P<0.001). Multivariate analysis suggested that serum tryptophan level was an independent factor correlated with mortality of HBV-ACLF after adjustment for confounding variables. The patients with serum tryptophan levels below the median level (10.14 pg/mL) at admission had significantly higher 90-day mortality risks than those with higher tryptophan levels (43.3% vs 15.6%, HR: 3.157, 95% CI: 1.713-5.817), and the complication by kidney dysfunction further increased the risk to 73.3% as compared with patients with higher serum tryptophan levels with normal kidney function (15.0%; HR: 7.558, 95% CI: 3.369-16.960). Serum tryptophan levels had an area under the receiver operating characteristic curve of 0.771 (95% CI: 0.699-0.844) for predicting 90-day mortality.
CONCLUSIONS
Serum tryptophan level is closely correlated with the survival outcomes of patients with HBV-ACLF, and a decreased tryptophan level indicates a high 90-day mortality risk, which can be further increased by the complication by kidney dysfunction.
Humans
;
Tryptophan/blood*
;
Retrospective Studies
;
Acute-On-Chronic Liver Failure/virology*
;
Male
;
Female
;
Middle Aged
;
Adult
;
Prognosis
;
Hepatitis B/complications*
;
Hepatitis B virus
3.Effectiveness research of opportunistic screening for osteoporosis based on chest CT and deep convolutional neural network
Jing PAN ; Pengcheng LIN ; Kun ZHANG ; Shenchu GONG ; Bosheng HE ; Ze WANG ; Yujuan ZHANG ; Rui CAO ; Lin WANG
Journal of Practical Radiology 2024;40(1):145-150
Objective To analyze the feasibility and efficacy of a deep convolutional neural network(DCNN)model based on chest CT images to evaluate bone mineral density(BMD).Methods A total of 1 048 health check subjects'2 096 central level images of lumbar 1 and 2 vertebral bodies were used for experiments and analysis in this retrospective study.According to the results of quanti-tative computed tomography(QCT)BMD measurement,the subjects were divided into three categories:normal,osteopenia,osteopo-rosis(OP).Herein,a DCNN segmentation model was constructed based on chest CT images[training set(n=1 096),tuning set(n=200),and test set(n=800)],the segmentation performance was evaluated using the Dice similarity coefficient(DSC)to com-pare the consistency with the manually sketched region of vertebral body.Then,the DCNN classification models 1(fusion feature construction of lumbar 1 and 2 vertebral bodies)and model 2(image feature construction of lumbar 1 alone)was developed based on the training set(n=530).Model performance was compared in a test set(n=418)by the receiver operating characteristic(ROC)curve analysis.Results When the number of images in the training set(n=300)was adopted,the DSC value was 0.950 in the test set.The results showed that the sensitivity,specificity and area under the curve(AUC)of model 1 and model 2 in diagno-sing osteopenia and OP were 0.716,0.960,0.952;0.941,0.948,0.980;0.638,0.954,0.940;0.843,0.959,0.978,respectively.The AUC value of normal model 1 was higher than that of model 2(0.990 vs 0.983,P=0.033),while there was no significant difference in AUC values between osteopenia and OP(P=0.210,0.546).Conclusion A DCNN may have the potential to evaluate bone mass based on chest CT images,which is expected to become an effective tool for OP screening.
4.Technical Status and Development Trend of Medical Electron Linear Accelerators
Zhiqiang ZHU ; Peng CHENG ; Liuli CHEN ; Pengcheng LONG ; Leiming SHANG ; Tao HE ; Liqin HU ; Consortium FDS
Chinese Journal of Medical Instrumentation 2024;48(2):184-191
More than 70%of tumor patients require radiotherapy.Medical electron linear accelerators are important high-end radiotherapy equipment for tumor radiotherapy.With the application of artificial intelligence technology in medical electron linear accelerator,radiotherapy has evolved from ordinary radiotherapy to today's intelligent radiotherapy.This study introduces the development history,working principles and system composition of medical electron linear accelerators.It outlines the key technologies for improving the performance of medical linear electron accelerators,including beam control,multi-leaf collimator,guiding technology and dose evaluation.It also looks forward to the development trend of major radiotherapy technologies,such as biological guided radiotherapy,FLASH radiotherapy and intelligent radiotherapy,which provides references for the development of medical electron linear accelerators.
5.Hemophagocytic syndrome secondary to invasive NK cell leukemia and T-cell lymphoma treated with the modified MINE protocol: report of three cases and literature review
Di WU ; Miaojing LI ; Yao LI ; Tongxia LU ; Luyao FU ; Pengcheng HE
Chinese Journal of Hematology 2024;45(6):599-601
Lymphoma-associated hemophagocytic syndrome is aggressive with rapid progression, particularly in NK/T cell lymphoma. The MINE regimen is a salvage treatment for aggressive non-Hodgkin lymphoma. In our center, the modified MINE regimen was applied to treat three patients with hemophagocytic syndrome secondary to aggressive NK cell leukemia and T-cell lymphoma. The modified MINE regimen showed good efficacy against NK/T cell lymphoma, control of the inflammatory state of secondary hemophagocytic syndrome, and good tolerability.
6.Influencing factors for lymph node metastasis and prognosis in early gastric cancer
Jingyang HE ; Enze LI ; Pengcheng YU ; Yanqiang ZHANG ; Can HU ; Xiangdong CHENG ; Zhiyuan XU
Chinese Journal of Digestive Surgery 2023;22(9):1093-1099
Objective:To investigate the influencing factors for lymph node metastasis and prognosis in early gastric cancer.Methods:The retrospective cohort study was conducted. The clinicopathological data of 1 011 patients with early gastric cancer who were admitted to the Zhejiang Cancer Hospital from January 2010 to December 2019 were collected. There were 561 males and 450 females, aged (58±11)years. All patients underwent radical resection of gastric cancer and the lymph node metastasis of each group was identified according to the pathological examination on patients' surgical specimens. Observation indicators: (1) lymph node metastasis in early gastric cancer; (2) influencing factors for lymph node metastasis in early gastric cancer; (3) influencing factors for prognosis in early gastric cancer. Measurement data with normal distribution were represented as Mean± SD, and comparison between groups was conducted using the t test. Count data were described as absolute numbers or percentages, and comparison between groups was conducted using the chi-square test. Comparison of ordinal data was analyzed using the non‐parameter rank sum test. Univariate analysis was conducted using the Log-Rank test and Logistic regression model, and multivariate analysis was conducted using the Logistic stepwise regression model and COX step-wise regression model. The Kaplan-Meier method was used to calculate survival rate and draw survival curve, and the Log-Rank test was used for survival analysis. Results:(1) Lymph node metastasis in early gastric cancer. The lymph node metastasis rate of 1 011 patients with early gastric cancer was 23.640%(239/1 011), in which the lymph node metastasis rate of patients with T1a stage gastric cancer was 11.883%(53/446), and the lymph node metastasis rate of patients with T1b stage gastric cancer was 32.920%(186/565). There were 239 patients with lymph node metastasis mainly concentrated in the first station, including 7 cases with No.1 lymph node metastasis, 11 cases with No.2 lymph node metastasis, 135 cases with No.3 lymph node metastasis, 59 cases with No.4 lymph node metastasis, 39 cases with No.5 lymph node metastasis, 91 cases with No.6 lymph node metastasis, 6 cases with No.7 lymph node metastasis, 8 cases with No.8 lymph node metastasis, 8 cases with No.9 lymph node metastasis and 6 cases with No.10 lymph node metastasis. Multiple lymph node metastases may exist in the same patient. For lymph node metastasis in different tumor sites, there were 4 cases, 2 cases and 1 case of lymph node metastasis in the No.2, 3 and 5 lymph node in patients with upper gastric cancer. There were 3 cases, 7 cases, 36 cases, 15 cases, 3 cases and 5 cases of lymph node metastasis in the No.1, 2, 3, 4, 5 and 6 lymph node in patients with middle gastric cancer. There were 4 cases, 97 cases, 44 cases, 35 cases and 86 cases of lymph node metastasis in the No.1, 3, 4, 5 and 6 lymph node in patients with lower gastric cancer. (2) Influencing factors for lymph node metastasis in early gastric cancer. Results of multivariate analysis showed that tumor diameter, tumor location, degree of tumor invasion, vascular thrombus, degree of tumor differentiation were independent factors influencing lymph node metastasis in early gastric cancer ( odds ratio=1.80, 1.49, 2.65, 5.76, 0.60, 95% confidence interval as 1.29-2.50, 1.11-2.00, 1.81-3.88, 3.87-8.59, 0.48-0.76, P<0.05). (3) Influencing factors for prognosis in early gastric cancer. All 1 011 patients were followed up for 43(range, 0-135)months, and the 3-year overall survival rate was 97.32%. Results of multivariate analysis showed that age >60 years and lymph node metastasis were independent risk factors influencing prognosis in early gastric cancer ( hazard ratio=9.50, 2.20, 95% confidence interval as 3.31-27.29, 1.00-4.87, P<0.05). Results of further analysis showed that the 3-year overall survival rate was 99.37% and 94.66% in patient with age >60 years and ≤60 years, respectively, showing a significant difference between them ( χ2=25.33, P<0.05). The 3-year overall survival rate was 95.42% and 97.92% in patients with and without lymph node metastasis, respectively, showing a significant difference between them ( χ2=5.69, P<0.05). Conclusions:The lymph node metastasis rate of early gastric cancer can reach 23.640%. Tumor diameter, tumor location, degree of tumor invasion, vascular thrombus, degree of tumor differentia-tion are independent factors influencing lymph node metastasis in early gastric cancer, age >60 years and lymph node metastasis are independent risk factors influencing prognosis.
7.Mechanism Research of lncRNA miR143HG on Regulating the Biological Behavior of Lung Squamous Cell Carcinoma H520 Cells.
Longfei GOU ; Yayuan HE ; Pengcheng QIU ; Bo HUANG
Chinese Journal of Lung Cancer 2023;26(10):741-752
BACKGROUND:
There is a high morbidity, mortality, and poor clinical prognosis of lung squamous cell carcinoma (LUSC). However, there is currently no effective targeted treatment plan for LUSC. As a long non-coding RNA (lncRNA), lncRNA miR143HG has been proven to play an important role in the occurrence and development of various tumors. However, the biological role played by lncRNA miR143HG in LUSC cells is still unclear. Therefore, this study aimed to investigate the mechanism of lncRNA miR143HG on regulating the biological behavior of LUSC H520 cells.
METHODS:
Pan-cancer analysis and differential expression analysis of lncRNA miR143HG were performed based on The Cancer Genome Atlas (TCGA) database. The predictive effect of lncRNA miR143HG on the diagnosis and prognosis of LUSC was evaluated by adopting the receiver operating characteristic (ROC) curve and timeROC curve. The enrichment degree of each pathway to lncRNA miR143HG was determined. The expression of lncRNA miR143HG and miR-155 in BEAS-2B cells and H520 cells was detected using quantitative real-time polymerase chain reaction (qRT-PCR). H520 cells were randomly divided into blank control group (without any treatment), negative control group (transfected with lncRNA-NC), lncRNA miR143HG group (transfected with lncRNA miR143HG), and lncRNA miR143HG+miR-155 group (co-transfected with lncRNA miR143HG and miR-155). The approaches of CCK-8, wound healing test, Transwell assay, flow cytometry, qRT-PCR, and Western blot were respectively employed to detect the cell proliferation ability, cell migration ability, cell invasion ability, cell apoptosis rate, and expression level of related genes and proteins of the Wnt/β-Catenin pathway.
RESULTS:
The results of pan-cancer analysis and differential analysis collectively showed that except for renal clear cell carcinoma, the expression of lncRNA miR143HG in other cancer tissues was higher than that in healthy tissues, and the differences were significant in LUSC. The evaluation results of the ROC curve and timeROC curve suggested that lncRNA miR143HG was of great significance in the prediction of diagnosis and prognosis of LUSC. The pathways enriched in high expression of lncRNA miR143HG mainly included focal adhesion, vascular smooth muscle contraction, calcium signaling pathways, and so on; the pathways enriched in the low expression of lncRNA miR143HG embraced oxidative phosphorylation, cell cycle, basic transcription factors, etc. The qRT-PCR results showed that lncRNA miR143HG was low expressed but miR-155 was highly expressed in H520 cells when compared to BEAS-2B cells (P<0.05). Compared with the negative control group, the expression levels of the gene of lncRNA miR143HG, the gene and protein of Wnt, as well as the gene and protein of β-Catenin were significantly increased, while the gene expression of miR-155, the ability of cell proliferation, cell migration, and cell invasion were significantly reduced, but the cell apoptosis rate was dominantly elevated in cells of lncRNA miR143HG group (P<0.05). In addition, compared with the lncRNA miR143HG group, overexpression of miR-155 could reverse the biological behavior mediated by lncRNA miR143HG, and the difference was statistically significant (P<0.05).
CONCLUSIONS
LncRNA miR143HG was of great significance for the biological behavior of H520 cells. LncRNA miR143HG inhibited the ability of proliferation, migration, and invasion, as well as enhanced the apoptosis of H520 cells by downregulating miR-155 expression, which may be related to the Wnt/β-Catenin pathway.
.
Humans
;
RNA, Long Noncoding/genetics*
;
beta Catenin/metabolism*
;
Lung Neoplasms/genetics*
;
Carcinoma, Squamous Cell/genetics*
;
Carcinoma, Non-Small-Cell Lung/genetics*
;
MicroRNAs/genetics*
;
Lung/pathology*
;
Cell Proliferation/genetics*
;
Cell Movement/genetics*
;
Gene Expression Regulation, Neoplastic
8.An injectable signal-amplifying device elicits a specific immune response against malignant glioblastoma.
Qiujun QIU ; Sunhui CHEN ; Huining HE ; Jixiang CHEN ; Xinyi DING ; Dongdong WANG ; Jiangang YANG ; Pengcheng GUO ; Yang LI ; Jisu KIM ; Jianyong SHENG ; Chao GAO ; Bo YIN ; Shihao ZHENG ; Jianxin WANG
Acta Pharmaceutica Sinica B 2023;13(12):5091-5106
Despite exciting achievements with some malignancies, immunotherapy for hypoimmunogenic cancers, especially glioblastoma (GBM), remains a formidable clinical challenge. Poor immunogenicity and deficient immune infiltrates are two major limitations to an effective cancer-specific immune response. Herein, we propose that an injectable signal-amplifying nanocomposite/hydrogel system consisting of granulocyte-macrophage colony-stimulating factor and imiquimod-loaded antigen-capturing nanoparticles can simultaneously amplify the chemotactic signal of antigen-presenting cells and the "danger" signal of GBM. We demonstrated the feasibility of this strategy in two scenarios of GBM. In the first scenario, we showed that this simultaneous amplification system, in conjunction with local chemotherapy, enhanced both the immunogenicity and immune infiltrates in a recurrent GBM model; thus, ultimately making a cold GBM hot and suppressing postoperative relapse. Encouraged by excellent efficacy, we further exploited this signal-amplifying system to improve the efficiency of vaccine lysate in the treatment of refractory multiple GBM, a disease with limited clinical treatment options. In general, this biomaterial-based immune signal amplification system represents a unique approach to restore GBM-specific immunity and may provide a beneficial preliminary treatment for other clinically refractory malignancies.
9.Progress in Development of Dose Verification System Software KylinRay-Dose4D.
Huaqing ZHENG ; Guangyao SUN ; Yun ZHAO ; Bo XIAO ; Jing JIA ; Tao HE ; Pengcheng LONG ; Liqin HU
Chinese Journal of Medical Instrumentation 2023;47(4):360-364
Advanced radiotherapy technology enables the dose to more accurately conform to the tumor target area of the patient, providing accurate treatment for the patient, but the gradient of the patient's radiation dose at the tumor edge is getting larger, which putting forward higher requirements for radiotherapy dose verification. The dose verification system software KylinRay-Dose4D can verify the patient's pre-treatment plan and the in vivo/on-line dose during the patient's treatment, providing important reference for the physicist to modify the radiotherapy plan and ensuring that the patient receives accurate treatment. This study introduces the overall design and key technologies of KylinRay-Dose4D, and tests the pre-treatment plan dose checking calculation and 2D/3D dose verification through clinical cases. The test results showed that the 2D/3D gamma pass rate (3 mm/3%) of KylinRay-Dose4D reconstructed dose compared with TPS plan dose and measured dose is larger than 95%, which indicating that the reconstructed dose of KylinRay-Dose4D meets the requirement of clinical application.
Humans
;
Radiotherapy Dosage
;
Radiotherapy Planning, Computer-Assisted/methods*
;
Radiotherapy, Intensity-Modulated/methods*
;
Software
;
Neoplasms
;
Phantoms, Imaging
;
Radiometry/methods*
10.Efficacy and safety of mitoxantrone hydrochloride liposome injection in treatment of peripheral T-cell lymphomas: a multicenter, non-interventional, ambispective cohort, real-world study (MOMENT)
Huiqiang HUANG ; Zhiming LI ; Lihong LIU ; Liang HUANG ; Jie JIN ; Hongyan TONG ; Hui ZHOU ; Zengjun LI ; Zhenqian HUANG ; Wenbin QIAN ; Kaiyang DING ; Quande LIN ; Ming HOU ; Yunhong HUANG ; Jingbo WANG ; Pengcheng HE ; Xiuhua SUN ; Xiaobo WANG ; Zunmin ZHU ; Yao LIU ; Jinhai REN ; Huijing WU ; Liling ZHANG ; Hao ZHANG ; Liangquan GENG ; Jian GE ; Ou BAI ; Liping SU ; Guangxun GAO ; Xin LI ; Yanli YANG ; Yijian CHEN ; Aichun LIU ; Xin WANG ; Yi WANG ; Liqun ZOU ; Xiaobing HUANG ; Dongping HUANG ; Shujuan WEN ; Donglu ZHAO ; Jun MA
Journal of Leukemia & Lymphoma 2023;32(8):457-464
Objective:To evaluate the efficacy and safety of mitoxantrone hydrochloride liposome injection in the treatment of peripheral T-cell lymphoma (PTCL) in a real-world setting.Methods:This was a real-world ambispective cohort study (MOMENT study) (Chinese clinical trial registry number: ChiCTR2200062067). Clinical data were collected from 198 patients who received mitoxantrone hydrochloride liposome injection as monotherapy or combination therapy at 37 hospitals from January 2022 to January 2023, including 166 patients in the retrospective cohort and 32 patients in the prospective cohort; 10 patients in the treatment-na?ve group and 188 patients in the relapsed/refractory group. Clinical characteristics, efficacy and adverse events were summarized, and the overall survival (OS) and progression-free survival (PFS) were analyzed.Results:All 198 patients were treated with mitoxantrone hydrochloride liposome injection for a median of 3 cycles (range 1-7 cycles); 28 cases were treated with mitoxantrone hydrochloride liposome injection as monotherapy, and 170 cases were treated with the combination regimen. Among 188 relapsed/refractory patients, 45 cases (23.9%) were in complete remission (CR), 82 cases (43.6%) were in partial remission (PR), and 28 cases (14.9%) were in disease stabilization (SD), and 33 cases (17.6%) were in disease progression (PD), with an objective remission rate (ORR) of 67.6% (127/188). Among 10 treatment-na?ve patients, 4 cases (40.0%) were in CR, 5 cases (50.0%) were in PR, and 1 case (10.0%) was in PD, with an ORR of 90.0% (9/10). The median follow-up time was 2.9 months (95% CI 2.4-3.7 months), and the median PFS and OS of patients in relapsed/refractory and treatment-na?ve groups were not reached. In relapsed/refractory patients, the difference in ORR between patients with different number of treatment lines of mitoxantrone hydrochloride liposome injection [ORR of the second-line, the third-line and ≥the forth-line treatment was 74.4% (67/90), 73.9% (34/46) and 50.0% (26/52)] was statistically significant ( P = 0.008). Of the 198 PTCL patients, 182 cases (91.9%) experienced at least 1 time of treatment-related adverse events, and the incidence rate of ≥grade 3 adverse events was 66.7% (132/198), which was mainly characterized by hematologic adverse events. The ≥ grade 3 hematologic adverse events mainly included decreased lymphocyte count, decreased neutrophil count, decreased white blood cell count, and anemia; non-hematologic adverse events were mostly grade 1-2, mainly including pigmentation disorders and upper respiratory tract infection. Conclusions:The use of mitoxantrone hydrochloride liposome injection-containing regimen in the treatment of PTCL has definite efficacy and is well tolerated, and it is a new therapeutic option for PTCL patients.

Result Analysis
Print
Save
E-mail