1.Systematic review of risk predictive models for chemotherapy-induced myelosuppression in breast cancer
Yang LIU ; Hongjian LI ; Jianhua WU ; Xuetao LIU ; Min JIAO ; Luhai YU
China Pharmacy 2025;36(5):612-618
OBJECTIVE To systematically evaluate risk prediction models for chemotherapy-induced myelosuppression in breast cancer, and provide a scientific reference for clinical healthcare workers in selecting or developing effective predictive models. METHODS A systematic search was conducted for studies on predictive models of the risk of chemotherapy-induced myelosuppression in breast cancer across the CNKI, VIP, Wanfang, PubMed, Web of Science, Cochrane Library, Embase, and Scopus databases, with a time frame of the establishment of the database to May 7, 2024. Literature was independently screened by 2 investigators, data were extracted according to critical appraisal and data extraction for systematic reviews of predictive model studies, and the risk of bias evaluation tool for predictive model studies was used to analyze the risk of bias and applicability of the included studies. RESULTS There were totally 7 studies, comprising 12 models. Among them, 11 models indicated an area under the subject operating characteristic curve of 0.600-0.908; 2 models indicated calibration. The common predictor variables of the included models were age, pre-chemotherapy neutrophil count, pre-chemotherapy lymphocyte count, and pre-chemotherapy albumin. The overall risk of bias of the 7 studies was high, which was mainly attributed to the flaws in the study design, insufficient sample sizes, inappropriate treatment of variables, non-reporting of missing data, and the lack of indicators for the assessment of the models, but the applicability was good. CONCLUSIONS The predictive performance of risk predictive models for chemotherapy-induced myelosuppression in breast cancer remains to be further enhanced, and the overall risk of model bias is high. Future studies should follow the specifications of model development and reporting, then combine machine learning algorithms to develop risk predictive models with good predictive performance, high stability, and low risk of bias, so as to provide a decision-making basis for the clinic.
2.Current status, opportunities, and challenges of CAR-NK cell therapy for solid tumors
Chinese Journal of Cancer Biotherapy 2025;32(1):1-8
[摘 要] 嵌合抗原受体自然杀伤细胞(CAR-NK细胞)疗法作为一种新兴的细胞免疫治疗策略,凭借其高安全性和“现货化”制备的独特优势,展现出比CAR-T细胞疗法更为广阔的临床应用潜力。本文深入论述了CAR-NK细胞的抗肿瘤机制,详细剖析了其靶向识别机制、固有杀伤活性,以及通过特异性受体优化以增强其在肿瘤微环境中的适应能力的最新进展。对CAR-NK细胞的多种细胞来源,包括外周血、脐带血、诱导多能干细胞(iPSC)及NK-92细胞等的优势与挑战进行了深入讨论,并总结了其在肿瘤免疫微环境中面临的持久性不足、免疫抑制,以及抗原异质性等主要瓶颈,提出了CAR-NK细胞治疗实体瘤的优势、局限性及未来发展与临床应用的方向。
3.Construction of a predictive model for the efficacy of SNRI antidepressants in inpatients with moderate and severe depression based on machine learning
Xuetao LIU ; Yang LIU ; Hongjian LI ; Jianhua WU ; Siming LIU ; Ming JIAO ; Luhai YU
China Pharmacy 2025;36(15):1936-1941
OBJECTIVE To construct a prediction model for the efficacy of serotonin-norepinephrine reuptake inhibitor (SNRI) in inpatients with moderate and severe depression by using a machine learning method. METHODS The case records of inpatients with moderate and severe depression treated with SNRI antidepressants were collected from a third-grade class-A hospital in Xinjiang from January 2022 to October 2024; those patients were divided into effective group and ineffective group based on the Hamilton depression scale-24 score reduction rate. After screening the characteristic variables related to the therapeutic efficacy of SNRI drugs through LASSO regression, five prediction models including support vector machine, k-nearest neighbor, random forest, lightweight gradient boosting machine and extreme gradient boosting were constructed using the training set. Bayesian optimization was used to adjust the hyperparameters of these models. The performance of the models was evaluated in the validation set to select the optimal model. The Shapley additive explanations method was used to perform explainable analysis on the best model. RESULTS The medical records from 355 hospitalized patients with moderate and severe depression were collected, comprising 285 cases in the effective group and 70 cases in the ineffective group, resulting in an overall therapeutic response rate of 80.28%. After feature variable screening, five characteristic variables for therapeutic efficacy were obtained, including Hamilton anxiety scale, blood urea nitrogen, combination of anti-anxiety drugs, drinking history, and first onset of the disease. Compared with other models, the random forest model performed the best. The area under the receiver operating characteristic curve was 0.85, the area under the precision-recall curve was 0.87, the accuracy was 0.74, and the recall rate value was 0.75. CONCLUSIONS The random forest model constructed based on five characteristic variables demonstrates potential for predicting the therapeutic efficacy of SNRI antidepressants in hospitalized patients with moderate and severe depression.
4.Major progress of immunology research in 2023
Chinese Journal of Immunology 2024;40(1):1-10
In 2023,numerous theoretical advancements and technological breakthroughs have been achieved in the field of immunology research.In this article,we summarized representative research achievements in the field of immunology both domestically and internationally in 2023,and discussed the challenges and opportunities for future research.
5.RNA-binding protein and tumor biotherapy: new opportunities and strategies
ZHU Ha ; LIU Juan ; CAO Xuetao
Chinese Journal of Cancer Biotherapy 2023;30(1):1-9
RNA结合蛋白(RBP)由于其独特的生物学功能,目前已经成为肿瘤生物治疗相关靶点筛选的宠儿,很可能为肿瘤生物治疗带来新的机遇。RBP能调控肿瘤细胞及肿瘤微环境免疫细胞和间质细胞的DNA-RNA-蛋白质相互作用网络,进而广泛影响肿瘤发生发展、抗肿瘤免疫应答及肿瘤免疫逃逸过程,目前RBP相关肿瘤生物治疗的研发,主要聚焦在治疗性疫苗、免疫细胞治疗、表观调控治疗等方面,部分研发成果已处于临床试验阶段。随着新理论、新技术的发展以及研究模式的创新,靶向RBP的治疗逐渐摆脱了既往靶向难、疗效欠佳的困局,迎来了新的机遇,通过改良精准靶向和优化组合用药等新策略,为肿瘤生物治疗注入了新的活力,对精准个体化医疗的发展具有重要意义。
6.Overview of the main biological mechanisms linked to changes in periodontal ligament stem cells and the inflammatory microenvironment.
Xuetao ZHAO ; Hongbing LIN ; Tong DING ; Yawei WANG ; Na LIU ; Yuqin SHEN
Journal of Zhejiang University. Science. B 2023;24(5):373-386
Periodontitis is a complex chronic inflammatory disease. The invasion of pathogens induces the inflammatory microenvironment in periodontitis. Cell behavior changes in response to changes in the microenvironment, which in turn alters the local inflammatory microenvironment of the periodontium through factors secreted by cells. It has been confirmed that periodontal ligament stem cells (PDLSCs) are vital in the development of periodontal disease. Moreover, PDLSCs are the most effective cell type to be used for periodontium regeneration. This review focuses on changes in PDLSCs, their basic biological behavior, osteogenic differentiation, and drug effects caused by the inflammatory microenvironment, to provide a better understanding of the influence of these factors on periodontal tissue homeostasis. In addition, we discuss the underlying mechanism in detail behind the reciprocal responses of PDLSCs that affect the microenvironment.
Humans
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Periodontal Ligament
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Osteogenesis
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Stem Cells
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Periodontitis/metabolism*
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Cell Differentiation/physiology*
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Cells, Cultured
7.Reconstruction of thumb degloving injury with hallux nail flap combined with 3D printing: a report of 16 cases
Ziyun YU ; Chao LIU ; Wei DING ; Shiliang GENG ; Zhongcheng LI ; Chenglong XUE ; Guihong ZHANG ; Xuetao LIU
Chinese Journal of Microsurgery 2023;46(5):540-544
Objective:To explore the effect of hallux nail flap design assisted with 3D printing in reconstruction of thumb defect in degloving injury.Methods:From January 2020 to March 2022, 16 patients with thumb defect caused by degloving injury with intact digit flexor and extensor tendons were treated. The patients were 11 males and 5 females, aged 20 to 52 years old, with an average age of 31 years old. The injured patient's hands were firstly scanned by CT and the 3D models were created to map the profile of the tissues required for reconstruction. Photopolymer templates for the defects in thumb were then 3D printed. The printed templates were put on the great toes and accordingly the hallux nail flaps were designed and harvested. The degloving wound of thumb was repaired by the hallux nail flap. Donor sites were repaired with artificial dermis in 6 patients and with ilioinguinal flaps in 10 patients. The effect of surgery was observed at outpatient clinic during postoperative follow-up. The survival of the hallux nail flap and the recovery of the donor site were observed. Function recovery were evaluated according to the Evaluation Standard of Finger Replantation and Reconstruction of Hand Surgery Society of Chinese Medical Association.Results:All the harvested hallux nail flaps matched with the profiles of recipient sites. All the hallux nail flaps survived over 4 to 30 months of follow-up, in an average of 16 months. Appearance of all hallux nail flaps was similar to normal thumbs, with good fingerprint and nails. Sensation recovery were S 3-S 4, with TPD at 4-7 mm. According to the Evaluation Trial Standards of Upper Limb Partial Functional of Hand Surgery of Chinese Medical Association, 15 thumbs were excellent and 1 was good. Conclusion:Application of 3D printing assisted hallux nail flap transfer in reconstruction of defect of thumb in degloving injury can precisely design and harvest the required tissue and minimise a damage to the donor great toe. It improves the appearance of thumb as well as patient satisfaction. It is practical in reconstruction of the defect of thumb in degloving injury.
8.Analysis on the characteristics and liver function of occupational hepatotoxicants exposed population
Jie WANG ; Zhiping DUAN ; Yubo LIU ; Jiming ZHANG ; Zhijun ZHOU ; Xuetao ZHANG
China Occupational Medicine 2023;50(3):312-316
Objective To investigate the characteristics and liver function of the population with occupational exposure to hepatotoxicants. Methods A total of 17 093 workers with occupational hepatotoxicants exposure who underwent occupational medical examination during their employment in a occupational medical examination institution of Shanghai in 2021 were selected as the research subjects by judgement sampling method. Occupational medical examination data were collected, and the prevalence of abnormal liver function and fatty liver were analyzed. The association between hepatotoxicants exposure and abnormal liver function were analyzed. Results The median and the 0th-100th percentiles of the duration of exposure to hepatotoxicants was 6.5(1.0-42.0) years. The prevalence of fatty liver was 48.4% and the incidence of abnormal liver function was 23.7%. Among the workers with fatty liver, the prevalence of abnormal liver function was higher in workers exposed to metals, metalloids and their compounds than in unexposed workers (33.9% vs 30.0%, P<0.01). The results of multivariate logistic regression analysis demonstrated that the risk of abnormal liver function increased with the number of different hepatotoxicants mixed exposures (all P<0.01), after correcting for confounding factors including gender, age, years of exposure, marital status, drinking, hypertension, fatty liver and blood sugar. Conclusion Exposure to hepatotoxicants is a risk factor for abnormal liver function. The more diverse types of hepatotoxicants an individual is exposed to, the stronger the association with this risk.
9.Research progress in the correlation between reproductive tract microbiota and intrauterine adhesion.
Zitong ZHAO ; Xuetao MAO ; Yi ZHENG ; Ying LIU ; Siyi ZHAO ; Shuoyi YAO ; Dabao XU ; Xingping ZHAO
Journal of Central South University(Medical Sciences) 2022;47(11):1495-1503
Intrauterine adhesion (IUA) is caused by damage of the basal layer of endometrium, which leads to fibrosis of the endometrium and the formation of adhesion, resulting in partial or complete occlusion of the uterine cavity, abnormal menstruation, infertility or recurrent miscarriage. The prevalence of IUA in women has been increasing in recent years, and the high recurrence rate of moderate to severe IUA makes IUA treatment more challenging. Iatrogenic endometrial injury is the main cause of IUA. However, the incidence of IUA and the severity of IUA vary among patients who have received similar uterine operations, suggesting that there may be other synergistic factors in the development of IUA. There is a certain correlation between the pathogenesis and the microbiota of the gential tract. In many IUA patients, it has been observed that the probiotics such as Lactobacillus in the vagina is significant reduced, and the pathogenic bacteria such as Gardnerella and Prevotella are excessive growth. The reproductive tract microbiota can be involved in the development and progression of IUA via impacting immune function and metabolism.
Humans
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Female
10.Anatomical study and clinical application of cross-donor flaps pedicled with peroneal vessels
Chengqi YU ; Yong LIU ; Jianli WANG ; Hao ZHENG ; Jia GUO ; Zhiqiang SUI ; Jian LI ; Xuetao ZHANG ; Lei WANG
Chinese Journal of Microsurgery 2022;45(1):71-76
Objective:Anatomical study of the cross-donor flap pedicled with the peroneal artery and the discussion of the effect of clinical application, so as to describe a new method for the repair of large-area soft tissue defects in the foot and ankle.Methods:From June 2016 to August 2019, 12 specimens of adult lower limbs were studied. The popliteal arteries were perfused with perchloroethylene-ethyl acetate-lead oxide and red perchloroethylene-ethyl acetate. The origin, number, outer diameter, course and distribution of perforating branches of the peroneal artery were anatomically observed. The source, distribution and anastomosis of the skin nutrient vessels in the posterolateral area of the calf were also studied. Relationship of the blood supply between the peroneal arteries and veins and the nutritional vessels of the sural nerve were observed. In 9 patients, the peroneal artery and vein were designed as the pedicle of cross-donor flap in the repair of large soft tissue defects of foot and ankle. The patients were entered follow-up through outpatient visits and telephone interviews.Results:Among the 12 adult specimens of lower limbs, there were 65 perforating branches from the peroneal artery, 4-7 branches on each side, with an average of (5.41±1.00) branches. The diameter of the penetrating deep fascia was(1.07±0.36) mm. The perforator branches were mostly distributed in 3 sections of 4.0-11.0 cm, 16.0-21.0 cm and 24.0-27.0 cm away from the lateral malleolus, accounting for 48%, 24% and 17% of the total number of perforators, respectively. The outer diameters of the perforator vessels were (0.92±0.26)(0.56-1.68) mm, (1.32±0.38)(0.60-2.14) mm, and (0.98±0.28)(0.62-1.36) mm. The length of the pedicle of the perforator vessels were (3.91±0.96)(2.15-5.78) cm, (5.34±0.50)(4.01-5.85) cm, and (3.31±1.15)(2.16-5.66) cm. The perforating branches in the 3 sections appeared constantly. The diameter of the vessels was≥0.5 mm with an average length of at(4.19±1.16)(2.15-5.85) cm. The vascular network of the flap in the posterolateral area of the calf was mainly composed of subdermal vascular network and deep fascial vascular network. The deep fascia vascular network in the posterolateral area of the calf had 3 obvious longitudinal chains, including the medial sural neurotrophic vascular chain, the small saphenous vein-sural nerve communicating branch vascular chain and the lateral sural neurotrophic vascular chain, which took the nutrient blood supply from the perforating branches of the peroneal artery also formed a longitudinal and transverse anastomosis between the perforating branches of the peroneal artery. In the clinical trials performed on 9 patients, all soft tissue defects of foot and ankle were repaired. The composite tissue flap survived without infection or necrosis. The follow-up was lasted for 12 months to 3 years. The postoperative function and the donor site appearance were good and the patients walked normally. According to the American Orthopaedic Foot and Ankle Association(AOFAS) foot scoring standard, the function of affected feet were evaluated. Five patients were excellent and 4 were good.Conclusion:The cross-donor flaps pedicled with peroneal arteries and veins has sufficient blood supply and a large area. It provides a method for the repair of large-area soft tissue defects in the foot and ankle.

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