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Application of patient-derived tumor models in anticancer drug development and individualized medicine
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作者 Kai-Ling Chen Yu-Fei Deng +1 位作者 Xiao-Ying Hou Yu-Chen Liu 《Life Research》 2024年第1期3-9,共7页
Malignant tumor is the second leading cause of death due to its high incidence, lack of effective treatment and poor prognosis. The evaluation of anticancer drugs used to based on NCI-60 cell line models, but the limi... Malignant tumor is the second leading cause of death due to its high incidence, lack of effective treatment and poor prognosis. The evaluation of anticancer drugs used to based on NCI-60 cell line models, but the limited heterogeneity and the divorce from clinical practice of models lead to extremely low success rate of novel anticancer drugs during clinical trials (less than 10%). In recent years, because of the high heterogeneity and human derived tumor matrix, patient-derived tumor models have been gradually applied to the preclinical evaluation of various antitumor drugs, which shows certain advantages in predicting the clinical efficacy of antitumor drugs. Optimize the drug combination through patient-derived tumor models to achieve individualized medicine has gradually become an indispensable strategy in clinical cancer therapy. The current review summarized the development of patient-derived tumor models, characterized the application, advantages and challenges of them in preclinical antitumor drug evaluation and clinical precise medicine, which will provide a scientific basis and novel insights for further basic research, drug development and clinical application. 展开更多
关键词 patient-derived xenograft(pdx) patient-derived organoid(PDO) patient-derived cell(PDC) individualized medicine
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Patient-derived xenograft model in colorectal cancer basic and translational research
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作者 Xiaofeng Liu Zechang Xin Kun Wang 《Animal Models and Experimental Medicine》 CAS CSCD 2023年第1期26-40,共15页
Colorectal cancer(CRC)is one of the most popular malignancies globally,with 930000 deaths in 2020.The evaluation of CRC-related pathogenesis and the discovery of po-tential therapeutic targets will be meaningful and h... Colorectal cancer(CRC)is one of the most popular malignancies globally,with 930000 deaths in 2020.The evaluation of CRC-related pathogenesis and the discovery of po-tential therapeutic targets will be meaningful and helpful for improving CRC treat-ment.With huge efforts made in past decades,the systematic treatment regimens have been applied to improve the prognosis of CRC patients.However,the sensitivity of CRC to chemotherapy and targeted therapy is different from person to person,which is an important cause of treatment failure.The emergence of patient-derived xenograft(PDX)models shows great potential to alleviate the straits.PDX models possess similar genetic and pathological characteristics as the features of primary tu-mors.Moreover,PDX has the ability to mimic the tumor microenvironment of the original tumor.Thus,the PDX model is an important tool to screen precise drugs for individualized treatment,seek predictive biomarkers for prognosis supervision,and evaluate the unknown mechanism in basic research.This paper reviews the recent advances in constructed methods and applications of the CRC PDX model,aiming to provide new knowledge for CRC basic research and therapeutics. 展开更多
关键词 colorectal cancer drug discovery patient-derived xenograft model precision medicine tumor microenvironment
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Patient-derived non-small cell lung cancer xenograft mirrors complex tumor heterogeneity 被引量:9
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作者 Xuanming Chen Cheng Shen +15 位作者 Zhe Wei Rui Zhang Yongsheng Wang Lili Jiang Ke Chen Shuang Qiu Yuanli Zhang Ting Zhang Bin Chen Yanjun Xu Qiyi Feng Jinxing Huang Zhihui Zhong Hongxia Li Guowei Che Kai Xiao 《Cancer Biology & Medicine》 SCIE CAS CSCD 2021年第1期184-198,共15页
Objective:Patient-derived xenograft(PDX)models have shown great promise in preclinical and translational applications,but their consistency with primary tumors in phenotypic,genetic,and pharmacodynamic heterogeneity h... Objective:Patient-derived xenograft(PDX)models have shown great promise in preclinical and translational applications,but their consistency with primary tumors in phenotypic,genetic,and pharmacodynamic heterogeneity has not been well-studied.This study aimed to establish a PDX repository for non-small cell lung cancer(NSCLC)and to further elucidate whether it could preserve the heterogeneity within and between tumors in patients.Methods:A total of 75 surgically resected NSCLC specimens were implanted into immunodeficient NOD/SCID mice.Based on the successful establishment of the NSCLC PDX model,we compared the expressions of vimentin,Ki67,EGFR,and PD-L1 proteins between cancer tissues and PDX models using hematoxylin and eosin staining and immunohistochemical staining.In addition,we detected whole gene expression profiling between primary tumors and PDX generations.We also performed whole exome sequencing(WES)analysis in 17 first generation xenografts to further assess whether PDXs retained the patient heterogeneities.Finally,paclitaxel,cisplatin,doxorubicin,atezolizumab,afatininb,and AZD4547 were used to evaluate the responses of PDX models to the standard-of-care agents.Results:A large collection of serially transplantable PDX models for NSCLC were successfully developed.The histology and pathological immunohistochemistry of PDX xenografts were consistent with the patients’tumor samples.WES and RNA-seq further confirmed that PDX accurately replicated the molecular heterogeneities of primary tumors.Similar to clinical patients,PDX models responded differentially to the standard-of-care treatment,including chemo-,targeted-and immuno-therapeutics.Conclusions:Our established PDX models of NSCLC faithfully reproduced the molecular,histopathological,and therapeutic characteristics,as well as the corresponding tumor heterogeneities,which provides a clinically relevant platform for drug screening,biomarker discovery,and translational research. 展开更多
关键词 patient-derived xenograft(pdx) non-small cell lung cancer(NSCLC) tumor heterogeneity
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Translational pancreatic cancer research:a comparative study on patient-derived xenograft models 被引量:2
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作者 Mercedes Rubio-Manzanares Dorado Luis Miguel Marín Gómez +7 位作者 Daniel Aparicio Sánchez Sheila Pereira Arenas Juan Manuel Praena-Fernández Juan Jose Borrero Martín Francisco Farfán López Miguel ángel Gómez Bravo Jordi Muntané Relat Javier Padillo Ruiz 《World Journal of Gastroenterology》 SCIE CAS 2018年第7期794-809,共16页
AIM To assess the viability of orthotopic and heterotopic patient-derived pancreatic cancer xenografts implanted into nude mice.METHODS This study presents a prospective experimental analytical follow-up of the develo... AIM To assess the viability of orthotopic and heterotopic patient-derived pancreatic cancer xenografts implanted into nude mice.METHODS This study presents a prospective experimental analytical follow-up of the development of tumours in mice upon implantation of human pancreatic adenocarcinoma samples. Specimens were obtained surgically from patients with a pathological diagnosis of pancreatic adenocarcinoma. Tumour samples from pancreatic cancer patients were transplanted into nude mice in three different locations(intraperitoneal, subcutaneous and pancreatic). Histological analysis(haematoxylin-eosin and Masson's trichrome staining) and immunohistochemical assessment of apoptosis(TUNEL), proliferation(Ki-67), angiogenesis(CD31) and fibrogenesis(α-SMA) were performed. When a tumour xenograft reached the target size, it was reimplanted in a new nude mouse. Three sequential tumour xenograft generations were generated(F1, F2 and F3).RESULTS The overall tumour engraftment rate was 61.1%. The subcutaneous model was most effective in terms of tissue growth(69.9%), followed by intraperitoneal(57.6%) and pancreatic(55%) models. Tumour development was faster in the subcutaneous model(17.7 ± 2.6 wk) compared with the pancreatic(23.1 ± 2.3 wk) and intraperitoneal(25.0 ± 2.7 wk) models(P = 0.064). There was a progressive increase in the tumour engraftment rate over successive generations for all three models(F1 28.1% vs F2 71.4% vs F3 80.9%, P < 0.001). There were no significant differences in tumour xenograft differentiation and cell proliferation between human samples and the three experimental models among the sequential generations of tumour xenografts. However, a progressive decrease in fibrosis, fibrogenesis, tumour vascularisation and apoptosis was observed in the three experimental models compared with the human samples. All three pancreatic patient-derived xenograft models presented similar histological and immunohistochemical characteristics.CONCLUSION In our experience, the faster development andgreatest number of viable xenografts could make the subcutaneous model the best option for experimentation in pancreatic cancer. 展开更多
关键词 Immunohistological analysis PANCREATIC cancer patient-derived xenograft Animal model NUDE mice
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肺癌恶性胸腔积液来源肿瘤细胞的小鼠PDX模型构建及实验验证
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作者 王梦婷 陈怡楠 +1 位作者 轩辕欣阳 袁海花 《上海交通大学学报(医学版)》 CAS CSCD 北大核心 2024年第4期435-443,共9页
目的·构建肺癌患者恶性胸腔积液(malignant pleural effusion,MPE)肿瘤细胞来源的肿瘤异种移植(patientderived tumor xenograft,PDX)模型,并进行实验验证。方法·从基因表达综合数据集(Gene Expression Omnibus,GEO)下载人肺... 目的·构建肺癌患者恶性胸腔积液(malignant pleural effusion,MPE)肿瘤细胞来源的肿瘤异种移植(patientderived tumor xenograft,PDX)模型,并进行实验验证。方法·从基因表达综合数据集(Gene Expression Omnibus,GEO)下载人肺癌伴MPE单细胞转录组测序公共数据GSE131907和人肺癌实体瘤单细胞转录组测序公共数据GSE203360,对数据进行聚类、差异基因本体功能富集分析,明确应用MPE建模的可行性。同时收集肺癌患者的MPE样本,经离心、裂解红细胞等富集细胞操作后,将其植入非肥胖型糖尿病重症联合免疫缺陷(non-obese diabetic/severe combined immunodeficient,NOD/SCID)小鼠皮下,待移植瘤生长至1000 mm³时进行瘤体传代及保存。对稳定传代移植瘤进行组织病理学检测,通过苏木精-伊红染色(hematoxylin-eosin staining,H-E染色)观察细胞组织形态,免疫组织化学法(immunohistochemistry,IHC)检测肺癌标志物表达情况。结果·经单细胞数据分析发现MPE中肿瘤细胞的增殖功能更强,提示MPE中肿瘤细胞PDX建模或具备更佳成瘤效果;共收集35例肺癌MPE样本,成功构建13例PDX模型,成功率达37.14%;在组织病理学检测中,H-E染色可见移植瘤组织细胞异型性明显,IHC检测显示细胞角蛋白7(cytokeratin 7,CK7)、甲状腺转录因子1(thyroid transcription factor-1,TTF1)和天冬氨酸蛋白酶A(Napsin A)等肺癌标志物均呈阳性表达。结论·通过富集肺癌患者MPE中的肿瘤细胞,成功构建了更为简便高效、可实时动态建模的PDX模型。该模型保留了肺癌患者肿瘤细胞的恶性特征及蛋白表达特性,为肺癌伴MPE患者的基础研究和临床用药指导提供了重要的实验模型工具。 展开更多
关键词 肺癌 恶性胸腔积液 原代细胞培养 患者来源的肿瘤异种移植模型
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Spontaneous xenogeneic GvHD in Wilms'tumor Patient-Derived xenograft models and potential solutions 被引量:1
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作者 Seyed Mostafa Monzavi Ahad Muhammadnejad +3 位作者 Maryam Behfar Amir Arsalan Khorsand Samad Muhammadnejad Abdol-Mohammad Kajbafzadeh 《Animal Models and Experimental Medicine》 CAS CSCD 2022年第4期389-396,共8页
Severely immunocompromised NOD.Cg-PrkdcIl2rg(NOG)mice are among the ideal animal recipients for generation of human cancer models.Transplantation of human solid tumors having abundant tumor-i nfiltrating lymphocytes(T... Severely immunocompromised NOD.Cg-PrkdcIl2rg(NOG)mice are among the ideal animal recipients for generation of human cancer models.Transplantation of human solid tumors having abundant tumor-i nfiltrating lymphocytes(TILs)can induce xenogeneic graft-versus-host disease(xGvHD)following engraftment and expansion of the TILs inside the animal body.Wilms’tumor(WT)has not been recognized as a lymphocyte-predominant tumor.However,3 consecutive generations of NOG mice bearing WT patient-derived xenografts(PDX)xenotransplanted from a single donor showed different degrees of inflammatory symptoms after transplantation before any therapeutic intervention.In the initial generation,dermatitis,auto-amputation of digits,weight loss,lymphadenopathy,hepatitis,and interstitial pneumonitis were observed.Despite antibiotic treatment,no response was noticed,and thus the animals were prematurely euthanized(day 47 posttransplantation).Laboratory and histopathologic evaluations revealed lymphoid infiltrates positively immunostained with anti-human CD3 and CD8 antibodies in the xenografts and primary tumor,whereas no microbial infection or lymphoproliferative disorder was found.Mice of the next generation that lived longer(91 days)developed sclerotic skin changes and more severe pneumonitis.Cutaneous symptoms were milder in the last generation.The xenografts of the last 2 generations also contained TILs,and lacked lymphoproliferative transformation.The systemic immunoinflammatory syndrome in the absence of microbial infection and posttransplant lymphoproliferative disorder was suggestive of xGvHD.While there are few reports of xGvHD in severely immunodeficient mice xenotransplanted from lymphodominant tumor xenografts,this report for the first time documented serial xGvHD in consecutive passages of WT PDX-bearing models and discussed potential solutions to prevent such an undesired complication. 展开更多
关键词 graft-versus-host disease patient-derived xenograft models tumor-infiltrating lymphocytes Wilms’tumor
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Specific bone region localization of osteolytic versus osteoblastic lesions in a patient-derived xenograft model of bone metastatic prostate cancer 被引量:1
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作者 Takeshi Hirata Seung Chol Park +12 位作者 Michelle T.Muldong Christina N.Wu Tomonori Yamaguchi Amy Strasner Omer Raheem Hiromi Kumon Robert L.Sah Nicholas A.Cacalano Catriona H.M.Jamieson Christopher J.Kane Koichi Masuda Anna A.Kulidjian Christina A.M.Jamieson 《Asian Journal of Urology》 2016年第4期229-239,共11页
Objective:Bone metastasis occurs in up to 90%of men with advanced prostate cancer and leads to fractures,severe pain and therapy-resistance.Bone metastases induce a spectrum of types of bone lesions which can respond ... Objective:Bone metastasis occurs in up to 90%of men with advanced prostate cancer and leads to fractures,severe pain and therapy-resistance.Bone metastases induce a spectrum of types of bone lesions which can respond differently to therapy even within individual prostate cancer patients.Thus,the special environment of the bone makes the disease more complicated and incurable.A model in which bone lesions are reproducibly induced that mirrors the complexity seen in patients would be invaluable for pre-clinical testing of novel treatments.The microstructural changes in the femurs of mice implanted with PCSD1,a new patient-derived xenograft from a surgical prostate cancer bone metastasis specimen,were determined.Methods:Quantitative micro-computed tomography(micro-CT)and histological analyses were performed to evaluate the effects of direct injection of PCSD1 cells or media alone(Control)into the right femurs of Rag2/gc/male mice.Results:Bone lesions formed only in femurs of mice injected with PCSD1 cells.Bone volume(BV)was significantly decreased at the proximal and distal ends of the femurs(p<0.01)whereas BV(p<0.05)and bone shaft diameter(p<0.01)were significantly increased along the femur shaft.Conclusion:PCSD1 cells reproducibly induced bone loss leading to osteolytic lesions at the ends of the femur,and,in contrast,induced aberrant bone formation leading to osteoblastic lesions along the femur shaft.Therefore,the interaction of PCSD1 cells with different bone region-specific microenvironments specified the type of bone lesion.Our approach can be used to determine if different bone regions support more therapy resistant tumor growth,thus,requiring novel treatments. 展开更多
关键词 Bone metastatic prostate cancer patient-derived xenograft microenvironment Microstructural CT Osteolytic lesions Osteoblastic lesions
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Molecular phenotypes reveal heterogeneous engraftments of patient-derived hepatocellular carcinoma xenografts
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作者 Jianyong Zhuo Di Lu +8 位作者 Jianguo Wang Zhengxing Lian Jiali Zhang Huihui Li Beini Cen Xuyong Wei Qiang Wei Haiyang Xie Xiao Xu 《Chinese Journal of Cancer Research》 SCIE CAS CSCD 2021年第4期470-479,共10页
Objective:Patient-derived xenograft(PDX)models provide a promising preclinical platform for hepatocellular carcinoma(HCC).However,the molecular features associated with successful engraftment of PDX models have not be... Objective:Patient-derived xenograft(PDX)models provide a promising preclinical platform for hepatocellular carcinoma(HCC).However,the molecular features associated with successful engraftment of PDX models have not been revealed.Methods:HCC tumor samples from 76 patients were implanted in immunodeficient mice.The molecular expression was evaluated by immunohistochemistry.Patient and tumor characteristics as well as tumor molecular expressions were compared for PDX engraftment using the Chi-square test.The independent prediction parameters were identified by logistic regression analyses.Results:The engraftment rate for PDX models from patients with HCC was 39.47%(30/76).Tumors from younger patients and patients with elevated preoperative alpha-fetoprotein level had higher engraftment rates.Tumors with poor differentiation and vascular invasion were related to engraftment success.The positive expression of CK19,CD133,glypican-3(GPC3),and Ki67 in tumor samples was associated with engraftment success.Logistic regression analyses indicated that GPC3 and Ki67 were two of the strongest predictors of PDX engraftment.Tumors with GPC3/Ki67 phenotypes showed heterogeneous engraftment rates,with 71.9%in GPC3^(+)/Ki67^(+)tumors,30.8%in GPC3^(-)/Ki67^(+)tumors,15.0%in GPC3^(+)/Ki67^(-)tumors,and 0 in GPC3^(-)/Ki67^(-)tumors.Conclusions:Successful engraftment of HCC PDXs was significantly related to molecular features.Tumors with the GPC3+/Ki67+phenotype were the most likely to successfully establish HCC PDXs. 展开更多
关键词 Hepatocellular carcinoma patient-derived xenografts heterogeneous establishment molecular phenotype
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Advantages and limitations in the establishment and utilization of patient-derived xenografts in gastric cancer
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作者 Zuhua Chen Lin Shen 《Oncology and Translational Medicine》 2017年第1期3-9,共7页
Owing to the high genetic heterogeneity of tumors, small number of therapeutic strategies available, and frequent presentation of drug resistance, the prognosis for patients with advanced gastric cancer(AGC) are unsat... Owing to the high genetic heterogeneity of tumors, small number of therapeutic strategies available, and frequent presentation of drug resistance, the prognosis for patients with advanced gastric cancer(AGC) are unsatisfactory. The utility of traditional cancer cell lines in translational research is limited by their poor correspondence to the genomic alterations and expression profiles that occur in actual patient tumors. In the last decade, increasing attention has been given to patient-derived tumor xenografts(PDTXs), which can faithfully recapitulate the histopathology, molecular characteristics, and therapeutic responses of the patient's tumor. However, the widespread development and utilization of PDTXs is restricted by factors such as the timeframe of establishment, lymphoma transformation during passaging, the immunodeficient microenvironment, and pharmacokinetic differences between mice and humans. In this review, we summarize the establishment and characterization of PDTX models for gastric cancer(GC). We then weigh the advantages and limitations of PDTXs when used to evaluate novel compounds, identify effective biomarkers, demonstrate resistance mechanisms, and predict clinical outcomes. 展开更多
关键词 patient-derived tumor xenograft (PDTX) GASTRIC cancer (GC) PRECLINICAL research
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The evolution of cancer genomic medicine in Japan and the role of the National Cancer Center Japan 被引量:1
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作者 Teruhiko Yoshida Yasushi Yatabe +6 位作者 Ken Kato Genichiro Ishii Akinobu Hamada Hiroyuki Mano Kuniko Sunami Noboru Yamamoto Takashi Kohno 《Cancer Biology & Medicine》 SCIE CAS CSCD 2024年第1期29-44,共16页
The journey to implement cancer genomic medicine(CGM)in oncology practice began in the 1980s,which is considered the dawn of genetic and genomic cancer research.At the time,a variety of activating oncogenic alteration... The journey to implement cancer genomic medicine(CGM)in oncology practice began in the 1980s,which is considered the dawn of genetic and genomic cancer research.At the time,a variety of activating oncogenic alterations and their functional significance were unveiled in cancer cells,which led to the development of molecular targeted therapies in the 2000s and beyond.Although CGM is still a relatively new discipline and it is difficult to predict to what extent CGM will benefit the diverse pool of cancer patients,the National Cancer Center(NCC)of Japan has already contributed considerably to CGM advancement for the conquest of cancer.Looking back at these past achievements of the NCC,we predict that the future of CGM will involve the following:1)A biobank of paired cancerous and non-cancerous tissues and cells from various cancer types and stages will be developed.The quantity and quality of these samples will be compatible with omics analyses.All biobank samples will be linked to longitudinal clinical information.2)New technologies,such as whole-genome sequencing and artificial intelligence,will be introduced and new bioresources for functional and pharmacologic analyses(e.g.,a patient-derived xenograft library)will be systematically deployed.3)Fast and bidirectional translational research(bench-to-bedside and bedside-to-bench)performed by basic researchers and clinical investigators,preferably working alongside each other at the same institution,will be implemented;4)Close collaborations between academia,industry,regulatory bodies,and funding agencies will be established.5)There will be an investment in the other branch of CGM,personalized preventive medicine,based on the individual's genetic predisposition to cancer. 展开更多
关键词 Cancer genomic medicine BIOBANK patient-derived xenograft multi-gene panel test whole genome sequencing
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基于PDX模型的胃癌个体化治疗研究进展 被引量:2
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作者 徐农 徐馨 +1 位作者 毛晨宇 滕理送 《中国肿瘤临床》 CAS CSCD 北大核心 2018年第18期922-925,共4页
胃癌是全球尤其是东亚地区高发恶性肿瘤之一,在中国60%的患者初诊时即为进展期且异质性强、传统治疗疗效低,故需要更精准的治疗方案。目前,缺乏快速有效的筛选与验证平台是肿瘤精准治疗的瓶颈。人源肿瘤异种移植瘤(patient derived tumo... 胃癌是全球尤其是东亚地区高发恶性肿瘤之一,在中国60%的患者初诊时即为进展期且异质性强、传统治疗疗效低,故需要更精准的治疗方案。目前,缺乏快速有效的筛选与验证平台是肿瘤精准治疗的瓶颈。人源肿瘤异种移植瘤(patient derived tumor xenograft,PDX)模型已在多种类型的肿瘤中被证实是研究肿瘤生物学及评价抗肿瘤药物疗效的有效平台。本文将从三个层面对PDX模型在胃癌个体化治疗中研究进展进行综述,包括PDX在临床前药物疗效评估中的作用,PDX对生物标志物的鉴定及耐药机制研究,以及PDX在人-鼠联合临床试验中的作用。 展开更多
关键词 胃癌 pdx模型 精准治疗
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Reduction-responsive nucleic acid nanocarrier-mediated miR-22 inhibition of PI3K/AKT pathway for the treatment of patient-derived tumor xenograft osteosarcoma 被引量:1
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作者 Dafu Chen Chengyue Lei +11 位作者 Weifeng Liu Meiyu Shao Meizhou Sun Jianxun Guo Jingjing Cao Jing-Jun Nie Peng Luo Yuwen Luo Bingran Yu Renxian Wang Shun Duan Fu-Jian Xu 《Bioactive Materials》 SCIE CSCD 2023年第10期376-385,共10页
miRNAs are important regulators of gene expression and play key roles in the development of cancer, including osteosarcoma. During the development of osteosarcoma, the expression of miR-22 is significantly downregulat... miRNAs are important regulators of gene expression and play key roles in the development of cancer, including osteosarcoma. During the development of osteosarcoma, the expression of miR-22 is significantly downregulated, making miR-22 as a promising therapeutic target against osteosarcoma. To design and fabricate efficient delivery carriers of miR-22 into osteosarcoma cells, a hydroxyl-rich reduction-responsive cationic polymeric nanoparticle, TGIC-CA (TC), was developed in this work, which also enhanced the therapeutic effects of Volasertib on osteosarcoma. TC was prepared by the ring-opening reaction between amino and epoxy groups by one-pot method, which had the good complexing ability with nucleic acids, reduction-responsive degradability and gene transfection performance. TC/miR-22 combined with volasertib could inhibit proliferation, migration and promote apoptosis of osteosarcoma cells in vitro. The anti-tumor mechanisms were revealed as TC/ miR-22 and volasertib could inhibit the PI3K/Akt signaling pathway synergistically. Furthermore, this strategy showed outstanding tumor suppression performance in animal models of orthotopic osteosarcoma, especially in patient-derived chemo-resistant and chemo-intolerant patient-derived xenograft (PDX) models, which reduced the risk of tumor lung metastasis and overcame drug resistance. Therefore, it has great potential for efficient treatment of metastasis and drug resistance of osteosarcoma by the strategy of localized, sustained delivery of miR-22 using the cationic nanocarriers combined with non-traditional chemotherapy drugs. 展开更多
关键词 Nucleic acid delivery Nanoparticle Gene therapy OSTEOSARCOMA Responsive patient-derived xenograft(pdx)
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结直肠癌人源性肿瘤组织异种移植模型(PDX)的构建及^(18)F-FDG PET/CT活体成像监测
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作者 李武国 陈伟 +11 位作者 任晖 毕颎 李文英 李观熳 赵广银 李雯雯 黄浩机 曹伟杰 戴伟刚 杨东杰 何裕隆 苏乔 《消化肿瘤杂志(电子版)》 2017年第4期264-269,共6页
目的构建结直肠癌人源性肿瘤组织异种移植模型(Patient-derived Xenograft,PDX),并探讨18F-FDG PET/CT成像技术用于监测结直肠癌PDX模型肿瘤生长的有效性。方法取外科手术切除的新鲜结直肠癌组织,接种到免疫缺陷小鼠皮下构建PDX模型。采... 目的构建结直肠癌人源性肿瘤组织异种移植模型(Patient-derived Xenograft,PDX),并探讨18F-FDG PET/CT成像技术用于监测结直肠癌PDX模型肿瘤生长的有效性。方法取外科手术切除的新鲜结直肠癌组织,接种到免疫缺陷小鼠皮下构建PDX模型。采用HE染色法、免疫组织化学染色法进行模型评价。选取部分构建成功的PDX模型进行PET/CT活体成像监测。结果接种结直肠癌患者新鲜肿瘤组织35例,成功构建PDX模型20例,成功率为57%;成瘤所需的中位时间为54.5天,四分位间距为47.5天。HE染色结果表明结直肠癌PDX模型可以较好地保留原发肿瘤的组织学特性。Ki67、p53在第一代PDX模型移植瘤与原发肿瘤组织中均呈强阳性表达,具有高度相似性。结直肠癌的成瘤能力与患者的性别、年龄、以及肿瘤的部位、大小、分期、分化程度等均没有相关性。PDX模型的PET/CT活体显像表明,18F-FDG PET/CT可以获得较好的显像效果。结论结直肠癌PDX模型构建成功率较高,模型可以较好地保留原发肿瘤的组织学、生物学特性。18F-FDG PET/CT成像技术可用于监测结直肠癌PDX模型肿瘤的生长情况。 展开更多
关键词 结直肠癌 人源性肿瘤组织异种移植模型 PET/CT 18F-FDG
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人体肿瘤PDX移植模型的优与劣 被引量:8
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作者 胡斌权 陈城明 +2 位作者 张同弟 李天 师长宏 《实验动物科学》 2015年第5期59-62,共4页
介绍人体肿瘤移植(patient-derived tumor xenograft model,PDX)模型的基本特征和在生物医学研究中的应用;比较该类模型应用于肿瘤研究的优点和存在的问题。目的是正确应用PDX模型开展研究工作,分析相应的实验结果,加快肿瘤药物研发进程。
关键词 人体肿瘤异种移植 药物研究 模型 免疫缺陷小鼠
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采用PDX模型探讨索拉非尼治疗肝细胞癌早期应答基因改变的研究 被引量:3
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作者 魏飞力 柴梦音 +3 位作者 寇卜心 欧阳雅博 刘晓霓 陈德喜 《北京医学》 CAS 2019年第6期464-467,共4页
利用人源肿瘤异种移植(patient-derived xenograft, PDX)模型探讨索拉非尼灌胃后,肝细胞癌(hepatocellularcarcinoma, HCC)早期应答基因表达的动态改变。方法取临床肝癌新鲜手术切除标本,在高度免疫缺陷模型小鼠NPG(NOD-Prkdcscid I12rg... 利用人源肿瘤异种移植(patient-derived xenograft, PDX)模型探讨索拉非尼灌胃后,肝细胞癌(hepatocellularcarcinoma, HCC)早期应答基因表达的动态改变。方法取临床肝癌新鲜手术切除标本,在高度免疫缺陷模型小鼠NPG(NOD-Prkdcscid I12rg-/-)皮下接种,建立PDX模型,成功后分别留取给药前、给药后24 h和48 h的组织样本,提取肝组织总RNA。应用Fluidigm Biomark高通量基因分析系统进行96个基因的表达检测,据此对发生变化的基因功能和参与的信号通路进行分析c结果根据IFold Change 1>2.0进行差异基因筛选,与未给药组织比较,给药后24 h共有17个基因表达上调,21个基因表达下调;给药后48 h共有6个基因表达上调,19个基因表达下调。两个时间点共有的差异表达基因为20个,基因本体论(gene ontology, GO)分析显示,差异基因主要调控细胞周期及细胞迁移等功能;对KEGG信号通路分析显示,差异基因主要调控的信号通路包括细胞因子-细胞因子受体相互作用、黏着斑、癌症信号通路、前列腺癌及结直肠癌等信号通路。结论PDX模型研究显示,在早期出现变化的基因功能及信号通路均为调控细胞周期,抑制细胞迁移运动相关,推断索拉非尼在体内最早可能通过调控该类信号通路发挥抑制HCC作用。 展开更多
关键词 肝细胞癌 pdx模型 索拉非尼 基因表达 信号通路
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去势抵抗性前列腺癌PDX模型研究进展
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作者 税雪 许荣 +1 位作者 赵菊梅 师长宏 《中国实验动物学报》 CAS CSCD 北大核心 2021年第2期230-235,共6页
去势抵抗性前列腺癌(castration-resistant prostate cancer,CRPC)具有较高的发病率和死亡率,是前列腺癌的主要临床特征,且预后较差。建立具有CRPC特征的肿瘤病人临床手术标本异种移植(patient-derived xenograft,PDX)模型对于前列腺癌... 去势抵抗性前列腺癌(castration-resistant prostate cancer,CRPC)具有较高的发病率和死亡率,是前列腺癌的主要临床特征,且预后较差。建立具有CRPC特征的肿瘤病人临床手术标本异种移植(patient-derived xenograft,PDX)模型对于前列腺癌研究具有重要的意义。本文重点综述了多种CRPC PDX模型的主要表型特征,包括激素非依赖表型、雄激素受体相关表型和神经内分泌表型,以及病理生理学特征,以期为CRPC的发生机制和靶向药物筛选研究提供良好的实验工具。 展开更多
关键词 去势抵抗性前列腺癌 pdx模型 雄激素受体 神经内分泌分化
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Prediction of Driver Gene Matching in Lung Cancer NOG/PDX Models Based on Artificial Intelligence
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作者 Yayi He Haoyue Guo +12 位作者 Li Diao Yu Chen Junjie Zhu Hiran C.Fernando Diego Gonzalez Rivas Hui Qi Chunlei Dai Xuzhen Tang Jun Zhu Jiawei Dai Kan He Dan Chan Yang Yang 《Engineering》 SCIE EI CAS 2022年第8期102-114,共13页
Patient-derived tumor xenografts(PDXs)are a powerful tool for drug discovery and screening in cancer.However,current studies have led to little understanding of genotype mismatches in PDXs,leading to massive economic ... Patient-derived tumor xenografts(PDXs)are a powerful tool for drug discovery and screening in cancer.However,current studies have led to little understanding of genotype mismatches in PDXs,leading to massive economic losses.Here,we established PDX models from 53 lung cancer patients with a genotype matching rate of 79.2%(42/53).Furthermore,17 clinicopathological features were examined and input in stepwise logistic regression(LR)models based on the lowest Akaike information criterion(AIC),least absolute shrinkage and selection operator(LASSO)-LR,support vector machine(SVM)recursive feature elimination(SVM-RFE),extreme gradient boosting(XGBoost),gradient boosting and categorical features(Cat Boost),and the synthetic minority oversampling technique(SMOTE).Finally,the performance of all models was evaluated by the accuracy,area under the receiver operating characteristic curve(AUC),and F1 score in 100 testing groups.Two multivariable LR models revealed that age,number of driver gene mutations,epidermal growth factor receptor(EGFR)gene mutations,type of prior chemotherapy,prior tyrosine kinase inhibitor(TKI)therapy,and the source of the sample were powerful predictors.Moreover,Cat Boost(mean accuracy=0.960;mean AUC=0.939;mean F1 score=0.908)and the eight-feature SVM-RFE(mean accuracy=0.950;mean AUC=0.934;mean F1 score=0.903)showed the best performance among the algorithms.Meanwhile,application of the SMOTE improved the predictive capability of most models,except Cat Boost.Based on the SMOTE,the ensemble classifier of single models achieved the highest accuracy(mean=0.975),AUC(mean=0.949),and F1 score(mean=0.938).In conclusion,we established an optimal predictive model to screen lung cancer patients for non-obese diabetic(NOD)/Shi-scid,interleukin-2 receptor(IL-2R)γ^(null)(NOG)/PDX models and offer a general approach for building predictive models. 展开更多
关键词 Machine learning patient-derived tumor xenografts NOG mice
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Characterization of drug responses of mini patient-derived xenografts in mice for predicting cancer patient clinical therapeutic response 被引量:23
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作者 Feifei Zhang Wenjie Wang +11 位作者 Yuan Long Hui Liu Jijun Cheng Lin Guo Rongyu Li Chao Meng Shan Yu Qingchuan Zhao Shun Lu Lili Wang Haitao Wang Danyi Wen 《Cancer Communications》 SCIE 2018年第1期643-654,共12页
Background:Patient-derived organoids and xenografts(PDXs)have emerged as powerful models in functional diag-nostics with high predictive power for anticancer drug response.However,limitations such as engraftment failu... Background:Patient-derived organoids and xenografts(PDXs)have emerged as powerful models in functional diag-nostics with high predictive power for anticancer drug response.However,limitations such as engraftment failure and time-consuming for establishing and expanding PDX models followed by testing drug efficacy,and inability to subject to systemic drug administration for ex vivo organoid culture hinder realistic and fast decision-making in selecting the right therapeutics in the clinic.The present study aimed to develop an advanced PDX model,namely MiniPDX,for rapidly testing drug efficacy to strengthen its value in personalized cancer treatment.Methods:We developed a rapid in vivo drug sensitivity assay,OncoVee®MiniPDX,for screening clinically relevant regimens for cancer.In this model,patient-derived tumor cells were arrayed within hollow fiber capsules,implanted subcutaneously into mice and cultured for 7 days.The cellular activity morphology and pharmacokinetics were systematically evaluated.MiniPDX performance(sensitivity,specificity,positive and negative predictive values)was examined using PDX as the reference.Drug responses were examined by tumor cell growth inhibition rate and tumor growth inhibition rate in PDX models and MiniPDX assays respectively.The results from MiniPDX were also used to evaluate its predictive power for clinical outcomes.Results:Morphological and histopathological features of tumor cells within the MiniPDX capsules matched those both in PDX models and in original tumors.Drug responses in the PDX tumor graft assays correlated well with those in the corresponding MiniPDX assays using 26 PDX models generated from patients,including 14 gastric cancer,10 lung cancer and 2 pancreatic cancer.The positive predictive value of MiniPDX was 92%,and the negative predictive value was 81%with a sensitivity of 80%and a specificity of 93%.Through expanding to clinical tumor samples,Min-iPDX assay showed potential of wide clinical application.Conclusions:Fast in vivo MiniPDX assay based on capsule implantation was developed-to assess drug responses of both PDX tumor grafts and clinical cancer specimens.The high correlation between drug responses of paired MiniPDX and PDX tumor graft assay,as well as translational data suggest that MiniPDX assay is an advanced tool for personalized cancer treatment. 展开更多
关键词 Personalized cancer therapy Cancer precision medicine patient-derived xenograft(pdx) Minipdx Drug response In vivo
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Delivery of triptolide with reduction-sensitive polymer nanoparticles for liver cancer therapy on patient-derived xenografts models 被引量:7
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作者 Mengxue He Ling Yu +7 位作者 Yuanyuan Yang Binhua Zou Wen Ma Meng Yu Jiandong Lu Guoliang Xiong Zhiqiang Yu Aimin Li 《Chinese Chemical Letters》 SCIE CAS CSCD 2020年第12期3178-3182,共5页
Hepatocellular carcinoma(HCC)has become the fourth predominant cause of cancer-related deaths worldwide,and HCC is still one of the worst prognoses for survival as it is poorly responsive to both chemotherapy and surg... Hepatocellular carcinoma(HCC)has become the fourth predominant cause of cancer-related deaths worldwide,and HCC is still one of the worst prognoses for survival as it is poorly responsive to both chemotherapy and surgical treatment due to drug resista nce and great toxic effects.Triptolide(TP),a key ingredient from the traditional Chinese medical herb,has been utilized to treat inflammation and antitumor for centuries.However,investigations of this potent agent have been met with only limited success due to the severe systemic toxicities in patients and low water solubility as well as its high toxicity over the past two decades.Herein,we reported the development of a reduction-responsive drug delive ry system loaded with TP fo r glutathione(GSH)-trigge red drug release for cancer therapy.With the GSH-sensitive TP loaded nanoparticles,the remarkable increases in tumor accumulation and amelioration of drug toxicity in animals are demonstrated,which is likely due to sustained stepwise release of active TP within cancer cells.Moreover,in a patient-derived tumor xenograft model of liver cancer,administration of tritolide nanoparticles enhances the antitumor efficacy relative to administration of free TP.These findings indicate that GSH-sensitive release of TP may be a promising strategy for cancer treatment. 展开更多
关键词 TRIPTOLIDE Hepatocellular carcinoma Reduction-sensitive polymer patient-derived xenografts Drug therapy
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Personalized treatment based on mini patient-derived xenografts and WES/RNA sequencing in a patient with metastatic duodenal adenocarcinoma 被引量:14
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作者 Peng Zhao Hui Chen +3 位作者 Danyi Wen Shuo Mou Feifei Zhang Shusen Zheng 《Cancer Communications》 SCIE 2018年第1期586-592,共7页
Background:Treatment guidelines for a variety of cancers have been increasingly used in clinical practice,and have resulted in major improvement in patient outcomes.However,recommended regimens(even first-line treat-m... Background:Treatment guidelines for a variety of cancers have been increasingly used in clinical practice,and have resulted in major improvement in patient outcomes.However,recommended regimens(even first-line treat-ments)are clearly not ideal for every patients.In the present study,we used mini patient-derived xenograft(mini-PDX)and next-generation sequencing to develop personalized treatment in a patient with metastatic duodenal adenocarcinoma.Methods:Resected metachronous metastatic tumor tissues were implanted into SCID mice to determine the sensitivity to a variety of drug regimens.Mutation profiles were assessed using both DNA whole-exome sequencing(DNA-WES)and RNA sequencing.The results of the analyses were used to select optimal treatment for the patient with metastatic duodenal adenocarcinoma.Results:Assessment with mini-PDX models took only 7 days.The results showed high sensitivity to S-1 plus cis-platin,gemcitabine plus cisplatin and everolimus alone.The patient received gemcitabine plus cisplatin initially,but the treatment was terminated due to toxicity.The patient was then switched to treatment with S-1 alone.The overall disease-free survival was 34 months.DNA-WES and RNA sequencing identified KRAS mutation(A146T),TP53(C229Yfs*10)and RICTOR amplification in the metastatic duodenal adenocarcinoma.These findings provided further support to the results of the mini-PDX,and suggest mTOR inhibitors should be used if and when relapse eventually occurs in this patient.Conclusions:Mini-PDX model combined with WES/RNA sequencing can rapidly assess drug sensitivity in cancer patients and reveal key genetic alterations.Further research on this technology for personalized therapy in patients with refractory malignant tumors is warranted. 展开更多
关键词 Duodenal adenocarcinoma Mini patient-derived xenograft Whole-exome sequencing RNA sequencing Somatic mutation Personalized therapy
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