1.CT signs and AI parameters predict colorectal cancer neoadjuvant chemotherapy efficacy
Guobin LAN ; Chuang LIU ; Hao WANG ; Hongyu MA ; Zeliang LI ; Wen CHEN ; Wenqiang ZHANG
Chinese Journal of Radiological Health 2025;34(5):713-719
Objective To explore the value of CT signs and quantitative parameters of artificial intelligence (AI) in predicting the efficacy of neoadjuvant chemotherapy for colorectal cancer. Methods A total of 349 colorectal cancer patients who received neoadjuvant chemotherapy at Cangzhou Hospital of Integrated Traditional Chinese and Western Medicine in Hebei Province from January 2022 to January 2025 were selected and and divided into the effective group (n = 267) and the ineffective group (n = 82) according to the evaluation criteria for the efficacy of solid tumors. Conduct a CT examination and extract AI quantitative parameters from the CT images based on the lesion. The data were analyzed using SPSS21.0 software, Logistic regression was used to screen the influencing factors of ineffective neoadjuvant chemotherapy in patients with colorectal cancer, and separate and combined models of CT signs and AI quantitative parameters were established. The predictive effect of the model was verified by using the ROC curve, calibration curve and decision curve. Results Compared with the effective group, the proportion of regular tumor morphology and the proportion of non-enlarged lymph nodesin the ineffective group were smaller. The tumor volume, peak value and entropy value were larger (P < 0.05). Multivariable analysis showed that irregular shape (OR= 4.216), presence of lymph node enlargement (OR = 8.998), larger tumor volume (OR = 1.109), higher average CT value (OR = 1.120), elevated peak value (OR = 2.528), and increased entropy value (OR = 1.390) were independent risk factors for ineffective neoadjuvant chemotherapy in colorectal cancer (P < 0.05). The areas under the ROC curves of the individual and combined models of CT signs and AI quantitative parameters were 0.777, 0.818, and 0.877, respectively(P < 0.05). The calibration curve showed a Brier score of 0.091. The decision curve showed that the threshold was between 0.10 and 0.85, and the combined model achieved a relatively high net clinical benefit. Conclusion CT signs combined with AI quantitative parameters has a predictive value for the efficacy of neoadjuvant chemotherapy in colorectal cancer. To provide evidence-based basis for clinical screening of the population benefiting from chemotherapy and optimization of treatment strategies.
2.Single-cell and spatial transcriptomics reveals an anti-tumor neutrophil subgroup in microwave thermochemotherapy-treated lip cancer.
Bingjun CHEN ; Huayang FAN ; Xin PANG ; Zeliang SHEN ; Rui GAO ; Haofan WANG ; Zhenwei YU ; Tianjiao LI ; Mao LI ; Yaling TANG ; Xinhua LIANG
International Journal of Oral Science 2025;17(1):40-40
Microwave thermochemotherapy (MTC) has been applied to treat lip squamous cell carcinoma (LSCC), but a deeper understanding of its therapeutic mechanisms and molecular biology is needed. To address this, we used single-cell transcriptomics (scRNA-seq) and spatial transcriptomics (ST) to highlight the pivotal role of tumor-associated neutrophils (TANs) among tumor-infiltrating immune cells and their therapeutic response to MTC. MNDA+ TANs with anti-tumor activity (N1-phenotype) are found to be abundantly infiltrated by MTC with benefit of increased blood perfusion, and these TANs are characterized by enhanced cytotoxicity, ameliorated hypoxia, and upregulated IL1B, activating T&NK cells and fibroblasts via IL1B-IL1R. In this highly anti-tumor immunogenic and hypoxia-reversed microenvironment under MTC, fibroblasts accumulated in the tumor front (TF) can recruit N1-TANs via CXCL2-CXCR2 and clear N2-TANs (pro-tumor phenotype) via CXCL12-CXCR4, which results in the aggregation of N1-TANs and extracellular matrix (ECM) deposition. In addition, we construct an N1-TANs marker, MX2, which positively correlates with better prognosis in LSCC patients, and employ deep learning techniques to predict expression of MX2 from hematoxylin-eosin (H&E)-stained images so as to conveniently guide decision making in clinical practice. Collectively, our findings demonstrate that the N1-TANs/fibroblasts defense wall formed in response to MTC effectively combat LSCC.
Humans
;
Neutrophils/metabolism*
;
Single-Cell Analysis
;
Lip Neoplasms/genetics*
;
Hyperthermia, Induced/methods*
;
Microwaves/therapeutic use*
;
Transcriptome
;
Carcinoma, Squamous Cell/immunology*
;
Tumor Microenvironment
3.Molecular characteristics and drug susceptibility analysis of Streptococcus agalactiae from respiratory specimen sources
Xiao HAN ; Xinyi GONG ; Beibei MIAO ; Huan XING ; Zeliang LIU ; Pengfang GAO ; Yuelong LI ; Jiachen LI ; Yating TANG ; Yanlei GE ; Aiying DONG ; Juan LI
Chinese Journal of Preventive Medicine 2024;58(6):891-897
To study the carriage status of drug susceptibility, clonal complex groups, serotypes, surface proteins and virulence genes of Streptococcus agalactiae from respiratory specimen sources. A total of 35 strains of S.agalactiae meeting the criteria were collected from 3 hospitals in 2 locations, Tangshan and Jinan. The age span of the patients was 3 days-92 years, and the percentage of elderly patients≥60 years was 71.5%.The susceptibility to 9 antimicrobial drugs was measured and analyzed using the micro broth dilution method. The strains were 100.0% sensitive to penicillin, linezolid, vancomycin, and ceftriaxone; However, it exhibits high resistance rates to erythromycin, clindamycin and levofloxacin, at 97.1%, 85.7% and 82.9% respectively; and the resistance rates to tetracycline and chloramphenicol were 34.3% and 14.2%, respectively. Genome sequence determination and analysis showed that 16 resistance genes were detected in 35 strains, among which: macrolide and lincosamide resistance genes were mainly ermB, with a carrying rate of 74.2%; tetracycline resistance genes were mainly tetM, with a carrying rate of 25.7%; in addition, the mutation rates of the quinolone resistance determinants gyrA and parC were 88.5% and 85.7%, respectively. 35 strains belonged to 6 ST types and 4 clonal groups, with CC10/ST10 as the main one, accounting for 62.8%; they contained 4 serotypes of Ⅰb, Ⅱ, Ⅲ, and Ⅴ, as well as 1 untyped strain, with serotype Ⅰb as the main one, accounting for 65.7%. The strains carried three pilus types, PI1+PI2a, PI2a and PI2b types, respectively, and detected five surface proteins, alpha, alp1, rib, srr, and r df_0594, and seven virulence factors, cba, cfb, cylE, fbsA, hylB, l mb, and pavA. Overall, S.agalactiae isolated from respiratory tract specimens is predominantly sourced from elderly patients, with CC10 strains being most prevalent. These strains harbor multiple drug-resistant and virulence genes, demonstrating elevated resistance rates to macrolides, lincosamides, and quinolones. This emphasizes the necessity for vigilant attention to the health threat posed by S. agalactiae from respiratory tract speciments of elderly patients.
4.Molecular characteristics and drug susceptibility analysis of Streptococcus agalactiae from respiratory specimen sources
Xiao HAN ; Xinyi GONG ; Beibei MIAO ; Huan XING ; Zeliang LIU ; Pengfang GAO ; Yuelong LI ; Jiachen LI ; Yating TANG ; Yanlei GE ; Aiying DONG ; Juan LI
Chinese Journal of Preventive Medicine 2024;58(6):891-897
To study the carriage status of drug susceptibility, clonal complex groups, serotypes, surface proteins and virulence genes of Streptococcus agalactiae from respiratory specimen sources. A total of 35 strains of S.agalactiae meeting the criteria were collected from 3 hospitals in 2 locations, Tangshan and Jinan. The age span of the patients was 3 days-92 years, and the percentage of elderly patients≥60 years was 71.5%.The susceptibility to 9 antimicrobial drugs was measured and analyzed using the micro broth dilution method. The strains were 100.0% sensitive to penicillin, linezolid, vancomycin, and ceftriaxone; However, it exhibits high resistance rates to erythromycin, clindamycin and levofloxacin, at 97.1%, 85.7% and 82.9% respectively; and the resistance rates to tetracycline and chloramphenicol were 34.3% and 14.2%, respectively. Genome sequence determination and analysis showed that 16 resistance genes were detected in 35 strains, among which: macrolide and lincosamide resistance genes were mainly ermB, with a carrying rate of 74.2%; tetracycline resistance genes were mainly tetM, with a carrying rate of 25.7%; in addition, the mutation rates of the quinolone resistance determinants gyrA and parC were 88.5% and 85.7%, respectively. 35 strains belonged to 6 ST types and 4 clonal groups, with CC10/ST10 as the main one, accounting for 62.8%; they contained 4 serotypes of Ⅰb, Ⅱ, Ⅲ, and Ⅴ, as well as 1 untyped strain, with serotype Ⅰb as the main one, accounting for 65.7%. The strains carried three pilus types, PI1+PI2a, PI2a and PI2b types, respectively, and detected five surface proteins, alpha, alp1, rib, srr, and r df_0594, and seven virulence factors, cba, cfb, cylE, fbsA, hylB, l mb, and pavA. Overall, S.agalactiae isolated from respiratory tract specimens is predominantly sourced from elderly patients, with CC10 strains being most prevalent. These strains harbor multiple drug-resistant and virulence genes, demonstrating elevated resistance rates to macrolides, lincosamides, and quinolones. This emphasizes the necessity for vigilant attention to the health threat posed by S. agalactiae from respiratory tract speciments of elderly patients.
5.Prognostic value of left ventricular ejection fraction on admission in patients with septic cardiomyopathy
Xiaozhou LI ; Guangkuo ZHAO ; Zeliang QIU ; Xingqi DENG ; Qianqian YIN
Chinese Critical Care Medicine 2023;35(8):839-843
Objective:To investigate the prognostic value of cardiac ultrasound left ventricular ejection fraction (LVEF) on admission in patients with septic cardiomyopathy.Methods:A retrospective cohort study was conducted. The patients with septic cardiomyopathy hospitalized in the intensive care unit of Zhoupu Hospital Affiliated to Shanghai Health College from January 2019 to March 2023 were enrolled. The general information including gender and age, LVEF on admission, severity of illness scores within 24 hours after admission [acute physiology and chronic health evaluationⅡ (APACHEⅡ) score and sequential organ failure assessment (SOFA) score], procalcitonin (PCT), cardiac biomarkers [N-terminal pro-brain natriuretic peptide (NT-proBNP), cardiac troponin T (cTnT), and MB isoenzyme of creatine kinase (CK-MB)], mitochondria related indicators [aspartate aminotransferase (AST), AST/alanine aminotransferase (ALT) ratio], blood lactate (Lac), the usage of vasoactive drugs and mechanical ventilation, and the prognosis during hospitalization were collected. The differences in above clinical data between the two groups were compared. The variables with statistically significant differences in univariate analysis were incorporated into multivariate Logistic regression analysis to analyze the independent risk factors for death during hospitalization in patients with septic cardiomyopathy. Receiver operator characteristic curve (ROC curve) was drawn to evaluate the prognostic value of LVEF by echocardiography on admission in patients with septic cardiomyopathy during hospitalization.Results:A total of 62 patients were enrolled, including 36 males and 26 females. Thirty-nine cases died and 23 cases survived during hospitalization, and the mortality was 62.90%. Compared with the survival group, the LVEF of patients on admission was lower in the death group [0.51 (0.40, 0.57) vs. 0.56 (0.51, 0.63), P < 0.01], APACHEⅡ score, SOFA score, Lac, NT-proBNP, CK-MB within 24 hours after admission were higher [APACHEⅡ score: 22.18±8.38 vs. 17.39±8.22, SOFA score: 9.90±3.87 vs. 7.09±3.27, Lac (mmol/L): 5.10 (2.63, 11.50) vs. 2.00 (1.40, 5.00), NT-proBNP (μg/L): 5.24 (2.84, 11.29) vs. 2.53 (0.35, 6.63), CK-MB (U/L): 1.88 (0.21, 5.33) vs. 0.17 (0.02, 1.62), all P < 0.05], and the proportion of vasoactive drug application was higher (82.05% vs. 47.83%, P < 0.01). Multivariate Logistic regression analysis showed that LVEF on admission was an independent risk factor for predicting the prognosis of patients with septic cardiomyopathy during hospitalization [odds ratio ( OR) = 0.920, 95% confidence interval (95% CI) was 0.855-0.990, P = 0.025]. ROC curve analysis showed that the area under the ROC curve (AUC) of LVEF on admission for predicting the death of patients with septic cardiomyopathy was 0.715 (95% CI was 0.585-0.845, P = 0.005). When LVEF ≤ 0.52, the sensitivity was 73.9%, and the specificity was 61.5%. Conclusions:The lower cardiac ultrasound LVEF on admission, the worse the prognosis of patients with septic cardiomyopathy. The cardiac ultrasound LVEF on admission can be used as a clinical index to evaluate the severity of the condition and predict the prognosis of patients with septic cardiomyopathy.
6.Effect of botulinum toxin type A on children with odorihidrosis
Zeliang HE ; Julei ZHANG ; Jin LI ; Lingling LIU ; Chengliang ZHANG ; Yuanyuan YAO ; Zhenyang SUI ; Zeyi WU ; Shulin QIU ; Xiaodong LI
Chinese Journal of Medical Aesthetics and Cosmetology 2023;29(2):130-133
Objective:To investigate the effect of botulinum toxin type A on children with odorihidrosis.Methods:From March 2017 to February 2021, 121 children with odorihidrosis, including 48 males and 73 females, aged 13 to 17 (15.9±1.2) years, were admitted to the Burn and Plastic Surgery Department of the 980 Hospital of PLA. There were 24 cases in mild group, 50 cases in moderate group and 47 cases in severe group. Botulinum toxin A was injected into 20-50 points on each side, and 1 U was injected into each point. The total amount of botulinum toxin A was 50-100 U on both sides.Results:Three groups of children were evaluated for efficacy, 24 cases of mild group was significantly effective in 23 cases, accounting for 95.8%. In the moderate group, 46 (92.0%) of 50 cases showed obvious effect. 49 cases (98.0%) were effective; In the severe group, 40 cases (85.1%) showed obvious effect and 45 cases (95.7%) were effective. Three groups of children with different efficacy had no statistical significance ( P>0.05). The significant efficiency in mild and moderate groups was higher than that in severe group, and the difference was statistically significant ( P<0.05). Conclusions:Botulinum toxin type A is effective in the treatment of children with mild and moderate bromhidrosis, and is worthy of clinical application.
7.Advances in safety studies of gluteal fat grafting
Julei ZHANG ; Xiaodong LI ; Zeliang HE ; Chengliang ZHANG ; Yuanyuan YAO ; Lingling LIU ; Liang’en AN ; Jin LI ; Shulin QIU
Chinese Journal of Plastic Surgery 2023;39(5):561-564
The gluteal fat grafting technique continues to grow in popularity, along with which the safety issue should not be ignored. It drew attentions of researchers that due to the existence of large vessels, fat embolism or fat embolism syndrome occurred more frequently for gluteal fat grafting, which might lead to death. In this situation, researchers performed a series of study including retrospective case series, systematic analysis, questionnaire survey and anatomical study, and summarized a series of safety principles for gluteal fat grafting, such as scanning high-risk patients; staying subcutaneously injection, avoiding intramuscular injection; using cannula size over 4 mm; keeping cannula parallel to gluteus maximus; injecting while withdrawing; and avoiding excessive local pressure. Based on the literature review, this article analyzes and summarizes the safety of gluteal fat grafting.
8.Clinicopathological and immunohistochemical analysis of maxillofacial granular cell tumor.
Zeliang SHEN ; Lihong YAO ; Hongjie JIANG ; Mao LI ; Yaling TANG
West China Journal of Stomatology 2023;41(4):414-420
OBJECTIVES:
To analyze the clinicopathological features of maxillofacial granular cell tumors (GCT) with the aid of immunohistochemical staining.
METHODS:
Seven cases of maxillofacial GCT were retrospectively collated, and the microscopic morphology of maxillofacial GCT was analyzed. The expression of S-100, neuron-specific enolase (NSE), SOX-10, CD68, actin, desmin, and Ki-67 in GCT was detected by immunohistochemical staining. The cases were observed in the follow-ups after clinical treatment.
RESULTS:
All seven GCT tumors lacked envelopes and were poorly defined. Microscopically, the sizes of the tumor cells were large and appeared with inconspicuous cell membranes, forming a syncytium-like appearance. The cytoplasm was filled with characteristic eosinophilic granules. The immunohistochemical results showed that six cases were NSE-positive, five cases were S-100-positive, seven cases were CD68-positive, five cases were SOX-10-positive, one case was actin-positive, and seven cases were desmin-negative. The Ki-67 index did not exceed 5% in all cases. In the follow-up sessions, none of the six cases presented a recurrence.
CONCLUSIONS
Maxillofacial GCT has a characteristic histological structure. Immunohistochemical S-100, CD68, and other indicators can assist in diagnosis, and the prognosis is good after clinical resection.
Humans
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Ki-67 Antigen/metabolism*
;
Granular Cell Tumor/surgery*
;
Retrospective Studies
;
Actins/metabolism*
;
Desmin/metabolism*
;
S100 Proteins/metabolism*
9.Advances in safety studies of gluteal fat grafting
Julei ZHANG ; Xiaodong LI ; Zeliang HE ; Chengliang ZHANG ; Yuanyuan YAO ; Lingling LIU ; Liang’en AN ; Jin LI ; Shulin QIU
Chinese Journal of Plastic Surgery 2023;39(5):561-564
The gluteal fat grafting technique continues to grow in popularity, along with which the safety issue should not be ignored. It drew attentions of researchers that due to the existence of large vessels, fat embolism or fat embolism syndrome occurred more frequently for gluteal fat grafting, which might lead to death. In this situation, researchers performed a series of study including retrospective case series, systematic analysis, questionnaire survey and anatomical study, and summarized a series of safety principles for gluteal fat grafting, such as scanning high-risk patients; staying subcutaneously injection, avoiding intramuscular injection; using cannula size over 4 mm; keeping cannula parallel to gluteus maximus; injecting while withdrawing; and avoiding excessive local pressure. Based on the literature review, this article analyzes and summarizes the safety of gluteal fat grafting.
10.Evaluation value of Karnofsky performance score for prognosis of elderly patients with sepsis
Xiaozhou LI ; Zeliang QIU ; Guangkuo ZHAO ; Xingqi DENG
Chinese Journal of Emergency Medicine 2022;31(11):1451-1456
Objective:To evaluate the prognostic value of Karnofsky performance scores (KPS) in elderly patients with sepsis, so as provide a basis for clinical evaluation of the condition, prognosis and corresponding treatment measures.Methods:A retrospective cohort study was conducted to collect the general information, clinical data, and follow-up data of limb motor function status and self-care ability of elderly patients with sepsis who were hospitalized in the Intensive Care Unit of our hospital from January 2018 to June 2021. Patients were divided into the survival group and death group according to whether they survived the hospitalization. Statistical analysis was performed using t-test, chi-square test, and Mann-Whitney test. The KPS score before admission, disease severity scores (APACHEⅡ and SOFA), serum procalcitonin (PCT), N-terminal pro-brain natriuretic peptide (NT-proBNP), and arterial blood lactate level on admission were compared between the two groups. Then, the factors with significance in univariate analysis were analyzed by Logistic regression method, the independent risk factors for predicting in-hospital mortality were determined, and the receiver operating characteristic (ROC) curve was drawn to evaluate the prognostic value of KPS score in elderly patients with sepsis.Results:A total of 135 patients were collected. There were 85 males and 50 females, 60 died and 75 survived during hospitalization, with a mortality rate of 44.4%. The preadmission KPS score of elderly patients with sepsis in the death group was significantly lower than that in the survival group [30 (30, 40) vs. 70 (50, 90), P<0.001]. Multivariate logistic regression analysis showed that KPS score ( OR=0.938, 95% CI: 0.914-0.963, P<0.001), SOFA score ( OR=1.255, 95% CI: 1.066-1.451, P=0.002) and arterial blood lactate ( OR=1.219, 95% CI: 1.059-1.404, P=0.006) were independent risk factors for predicting the prognosis during hospitalization. ROC curve analysis of mortality showed that compared with SOFA score and blood lactate, the area under the curve of KPS score was the largest, with AUC of 0.830 (95% CI: 0.756-0.890, P<0.001). In addition, the combination of KPS, SOFA and blood lactate had a greater predictive value for the prognosis of elderly patients with sepsis than that of the single index, with an AUC of 0.883 (95% CI: 0.826-0.940, P<0.001). Conclusions:The lower the KPS score, the worse the prognosis of elderly patients with sepsis. The KPS score can be used as a clinical indicator to predict the prognosis of elderly patients with sepsis.

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