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Title:
Macrophage-organoid co-culture model for identifying treatment strategies against macrophage-related gemcitabine resistance | Journal of Experimental & Clinical Cancer Research
Description:
Background Gemcitabine resistance (GR) is a significant clinical challenge in pancreatic adenocarcinoma (PAAD) treatment. Macrophages in the tumor immune-microenvironment are closely related to GR. Uncovering the macrophage-induced GR mechanism could help devise a novel strategy to improve gemcitabine treatment outcomes in PAAD. Therefore, preclinical models accurately replicating patient tumor properties are essential for cancer research and drug development. Patient-derived organoids (PDOs) represent a promising in vitro model for investigating tumor targets, accelerating drug development, and enabling personalized treatment strategies to improve patient outcomes. Methods To investigate the effects of macrophage stimulation on GR, co-cultures were set up using PDOs from three PAAD patients with macrophages. To identify signaling factors between macrophages and pancreatic cancer cells (PCCs), a 97-target cytokine array and the TCGA-GTEx database were utilized. The analysis revealed CCL5 and AREG as potential candidates. The role of CCL5 in inducing GR was further investigated using clinical data and tumor sections obtained from 48 PAAD patients over three years, inhibitors, and short hairpin RNA (shRNA). Furthermore, single-cell sequencing data from the GEO database were analyzed to explore the crosstalk between PCCs and macrophages. To overcome GR, inhibitors targeting the macrophage-CCL5-Sp1-AREG feedback loop were evaluated in cell lines, PDOs, and orthotopic mouse models of pancreatic carcinoma. Results The macrophage-CCL5-Sp1-AREG feedback loop between macrophages and PCCs is responsible for GR. Macrophage-derived CCL5 activates the CCR5/AKT/Sp1/CD44 axis to confer stemness and chemoresistance to PCCs. PCC-derived AREG promotes CCL5 secretion in macrophages through the Hippo-YAP pathway. By targeting the feedback loop, mithramycin improves the outcome of gemcitabine treatment in PAAD. The results from the PDO model were corroborated with cell lines, mouse models, and clinical data. Conclusions Our study highlights that the PDO model is a superior choice for preclinical research and precision medicine. The macrophage-CCL5-Sp1-AREG feedback loop confers stemness to PCCs to facilitate gemcitabine resistance by activating the CCR5/AKT/SP1/CD44 pathway. The combination of gemcitabine and mithramycin shows potential as a therapeutic strategy for treating PAAD in cell lines, PDOs, and mouse models.
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Keywords {🔍}
cells, macrophages, cancer, fig, cell, paad, gemcitabine, ccl, pubmed, model, tumor, google, scholar, expression, areg, pancreatic, pccs, analysis, macrophage, treatment, cas, data, coculture, days, loop, pathway, resistance, models, patients, study, central, development, mouse, pda, signaling, gene, infiltration, cscs, group, results, pdos, macrophagecclspareg, panc, clinical, feedback, stem, zhang, samples, high, vitro,
Topics {✒️}
macrophage-ccl5-sp1-areg loop played macrophage-ccl5-sp1-areg feedback loop ccr5/akt/sp1/cd44 pathway inhibitors ccr/akt/sp1/cd44 axis ccl-5/akt/sp1/cd44 axis macrophage-ccl5-sp1-areg loop single-cell rna-sequencing data single-cell rna-sequencing analysis ccr5/akt/sp1/cd44 axis ccl5/akt/sp1/cd44 axis 100 µl celltiter-glo® reagent ccl5/ccr5/sp1/cd44 axis ccr5/akt/sp1/cd44 pathway macrophage-derived ccl5 promotes single-cell rna- sequencing cancer stem/initiating cells macrophage k63-linked ubiquitination autophagy-related gene signature macrophage-derived ccl5 activates droplet-based microfluidic device ccl5/ccr5 axis contributes feedback loop enhances ccl5-ccr5 paracrine signaling ccr5/akt/sp1 pathway single-cell sequencing data ccl3–ccr5 axis contributes half-maximal inhibitory concentration sp1 chip-seq analysis erk-sp1-osmr pathway ccl5/sp1/cd44 axis autophagy-related immune targets biotin-conjugated anti-cytokines macrophage-related gemcitabine resistance modulating sp1/nanog signaling kaplan‒meier survival analysis kaplan–meier survival analysis droplet-based microfluidic plate macrophage-secreted ccl5 triggered positive feedback loop henan provincial people showed macrophage-induced gr 0 mg/ml collagenase type laboratory animal center mouse tumor-bearing models macrophage-derived ccl5 plays health science center gr-related genes ercc1 hippo-yap signaling pathway key signaling factors gemcitabine-related genes ercc1a
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- Why 90% of clinical drug development fails and how to improve it?
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headline:Macrophage-organoid co-culture model for identifying treatment strategies against macrophage-related gemcitabine resistance
description:Gemcitabine resistance (GR) is a significant clinical challenge in pancreatic adenocarcinoma (PAAD) treatment. Macrophages in the tumor immune-microenvironment are closely related to GR. Uncovering the macrophage-induced GR mechanism could help devise a novel strategy to improve gemcitabine treatment outcomes in PAAD. Therefore, preclinical models accurately replicating patient tumor properties are essential for cancer research and drug development. Patient-derived organoids (PDOs) represent a promising in vitro model for investigating tumor targets, accelerating drug development, and enabling personalized treatment strategies to improve patient outcomes. To investigate the effects of macrophage stimulation on GR, co-cultures were set up using PDOs from three PAAD patients with macrophages. To identify signaling factors between macrophages and pancreatic cancer cells (PCCs), a 97-target cytokine array and the TCGA-GTEx database were utilized. The analysis revealed CCL5 and AREG as potential candidates. The role of CCL5 in inducing GR was further investigated using clinical data and tumor sections obtained from 48 PAAD patients over three years, inhibitors, and short hairpin RNA (shRNA). Furthermore, single-cell sequencing data from the GEO database were analyzed to explore the crosstalk between PCCs and macrophages. To overcome GR, inhibitors targeting the macrophage-CCL5-Sp1-AREG feedback loop were evaluated in cell lines, PDOs, and orthotopic mouse models of pancreatic carcinoma. The macrophage-CCL5-Sp1-AREG feedback loop between macrophages and PCCs is responsible for GR. Macrophage-derived CCL5 activates the CCR5/AKT/Sp1/CD44 axis to confer stemness and chemoresistance to PCCs. PCC-derived AREG promotes CCL5 secretion in macrophages through the Hippo-YAP pathway. By targeting the feedback loop, mithramycin improves the outcome of gemcitabine treatment in PAAD. The results from the PDO model were corroborated with cell lines, mouse models, and clinical data. Our study highlights that the PDO model is a superior choice for preclinical research and precision medicine. The macrophage-CCL5-Sp1-AREG feedback loop confers stemness to PCCs to facilitate gemcitabine resistance by activating the CCR5/AKT/SP1/CD44 pathway. The combination of gemcitabine and mithramycin shows potential as a therapeutic strategy for treating PAAD in cell lines, PDOs, and mouse models.
datePublished:2023-08-09T00:00:00Z
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Gemcitabine resistance
Organoids
Macrophages
Cancer stem cells
Cancer Research
Immunology
Apoptosis
Oncology
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headline:Macrophage-organoid co-culture model for identifying treatment strategies against macrophage-related gemcitabine resistance
description:Gemcitabine resistance (GR) is a significant clinical challenge in pancreatic adenocarcinoma (PAAD) treatment. Macrophages in the tumor immune-microenvironment are closely related to GR. Uncovering the macrophage-induced GR mechanism could help devise a novel strategy to improve gemcitabine treatment outcomes in PAAD. Therefore, preclinical models accurately replicating patient tumor properties are essential for cancer research and drug development. Patient-derived organoids (PDOs) represent a promising in vitro model for investigating tumor targets, accelerating drug development, and enabling personalized treatment strategies to improve patient outcomes. To investigate the effects of macrophage stimulation on GR, co-cultures were set up using PDOs from three PAAD patients with macrophages. To identify signaling factors between macrophages and pancreatic cancer cells (PCCs), a 97-target cytokine array and the TCGA-GTEx database were utilized. The analysis revealed CCL5 and AREG as potential candidates. The role of CCL5 in inducing GR was further investigated using clinical data and tumor sections obtained from 48 PAAD patients over three years, inhibitors, and short hairpin RNA (shRNA). Furthermore, single-cell sequencing data from the GEO database were analyzed to explore the crosstalk between PCCs and macrophages. To overcome GR, inhibitors targeting the macrophage-CCL5-Sp1-AREG feedback loop were evaluated in cell lines, PDOs, and orthotopic mouse models of pancreatic carcinoma. The macrophage-CCL5-Sp1-AREG feedback loop between macrophages and PCCs is responsible for GR. Macrophage-derived CCL5 activates the CCR5/AKT/Sp1/CD44 axis to confer stemness and chemoresistance to PCCs. PCC-derived AREG promotes CCL5 secretion in macrophages through the Hippo-YAP pathway. By targeting the feedback loop, mithramycin improves the outcome of gemcitabine treatment in PAAD. The results from the PDO model were corroborated with cell lines, mouse models, and clinical data. Our study highlights that the PDO model is a superior choice for preclinical research and precision medicine. The macrophage-CCL5-Sp1-AREG feedback loop confers stemness to PCCs to facilitate gemcitabine resistance by activating the CCR5/AKT/SP1/CD44 pathway. The combination of gemcitabine and mithramycin shows potential as a therapeutic strategy for treating PAAD in cell lines, PDOs, and mouse models.
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Gemcitabine resistance
Organoids
Macrophages
Cancer stem cells
Cancer Research
Immunology
Apoptosis
Oncology
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name:Department of General Surgery & Institute of Precision Diagnosis and Treatment of Digestive System Tumors, Carson International Cancer Center, Shenzhen University General Hospital, Shenzhen University, Shenzhen, China
type:PostalAddress
type:Organization
name:Shenzhen University
address:
name:School of Pharmaceutical Sciences, Health Science Center, Shenzhen University, Shenzhen, China
type:PostalAddress
type:Organization
name:Huan Cheng
affiliation:
name:Dalian Medical University
address:
name:Department of Epidemiology, Dalian Medical University, Dalian, China
type:PostalAddress
type:Organization
name:Weihan Liu
affiliation:
name:Dalian Medical University
address:
name:Department of Epidemiology, Dalian Medical University, Dalian, China
type:PostalAddress
type:Organization
name:Dan Shi
affiliation:
name:Shenzhen University General Hospital, Shenzhen University
address:
name:Department of General Surgery & Institute of Precision Diagnosis and Treatment of Digestive System Tumors, Carson International Cancer Center, Shenzhen University General Hospital, Shenzhen University, Shenzhen, China
type:PostalAddress
type:Organization
name:Shenzhen University Medical School
address:
name:Guangdong Provincial Key Laboratory for Biomedical Measurements and Ultrasound Imaging, School of Biomedical Engineering, Shenzhen University Medical School, Shenzhen, China
type:PostalAddress
type:Organization
name:Jiahui Yuan
affiliation:
name:Shenzhen University General Hospital, Shenzhen University
address:
name:Department of General Surgery & Institute of Precision Diagnosis and Treatment of Digestive System Tumors, Carson International Cancer Center, Shenzhen University General Hospital, Shenzhen University, Shenzhen, China
type:PostalAddress
type:Organization
name:Shenzhen University Medical School
address:
name:Guangdong Provincial Key Laboratory for Biomedical Measurements and Ultrasound Imaging, School of Biomedical Engineering, Shenzhen University Medical School, Shenzhen, China
type:PostalAddress
type:Organization
name:Zhiwei He
affiliation:
name:Shenzhen University Medical School
address:
name:Guangdong Provincial Key Laboratory for Biomedical Measurements and Ultrasound Imaging, School of Biomedical Engineering, Shenzhen University Medical School, Shenzhen, China
type:PostalAddress
type:Organization
name:Weiwei Wang
affiliation:
name:Henan Provincial People’s Hospital
address:
name:Department of Hepatobiliary Surgery, Henan Provincial People’s Hospital, Zhengzhou, China
type:PostalAddress
type:Organization
name:Boning Chen
affiliation:
name:Henan Provincial People’s Hospital
address:
name:Department of Hepatobiliary Surgery, Henan Provincial People’s Hospital, Zhengzhou, China
type:PostalAddress
type:Organization
name:Li Ma
affiliation:
name:Shenzhen University
address:
name:School of Pharmaceutical Sciences, Health Science Center, Shenzhen University, Shenzhen, China
type:PostalAddress
type:Organization
name:Dalian Medical University
address:
name:Department of Epidemiology, Dalian Medical University, Dalian, China
type:PostalAddress
type:Organization
email:[email protected]
name:Xianbin Zhang
affiliation:
name:Shenzhen University General Hospital, Shenzhen University
address:
name:Department of General Surgery & Institute of Precision Diagnosis and Treatment of Digestive System Tumors, Carson International Cancer Center, Shenzhen University General Hospital, Shenzhen University, Shenzhen, China
type:PostalAddress
type:Organization
email:[email protected]
name:Peng Gong
affiliation:
name:Shenzhen University General Hospital, Shenzhen University
address:
name:Department of General Surgery & Institute of Precision Diagnosis and Treatment of Digestive System Tumors, Carson International Cancer Center, Shenzhen University General Hospital, Shenzhen University, Shenzhen, China
type:PostalAddress
type:Organization
name:Shenzhen University Health Science Center
address:
name:Carson International Cancer Center & Guangdong Provincial Key Laboratory of Regional Immunity and Diseases, Shenzhen University Health Science Center, Shenzhen, China
type:PostalAddress
type:Organization
email:[email protected]
PostalAddress:
name:Department of General Surgery & Institute of Precision Diagnosis and Treatment of Digestive System Tumors, Carson International Cancer Center, Shenzhen University General Hospital, Shenzhen University, Shenzhen, China
name:Guangdong Provincial Key Laboratory for Biomedical Measurements and Ultrasound Imaging, School of Biomedical Engineering, Shenzhen University Medical School, Shenzhen, China
name:Department of General Surgery & Institute of Precision Diagnosis and Treatment of Digestive System Tumors, Carson International Cancer Center, Shenzhen University General Hospital, Shenzhen University, Shenzhen, China
name:School of Pharmaceutical Sciences, Health Science Center, Shenzhen University, Shenzhen, China
name:Department of Epidemiology, Dalian Medical University, Dalian, China
name:Department of Epidemiology, Dalian Medical University, Dalian, China
name:Department of General Surgery & Institute of Precision Diagnosis and Treatment of Digestive System Tumors, Carson International Cancer Center, Shenzhen University General Hospital, Shenzhen University, Shenzhen, China
name:Guangdong Provincial Key Laboratory for Biomedical Measurements and Ultrasound Imaging, School of Biomedical Engineering, Shenzhen University Medical School, Shenzhen, China
name:Department of General Surgery & Institute of Precision Diagnosis and Treatment of Digestive System Tumors, Carson International Cancer Center, Shenzhen University General Hospital, Shenzhen University, Shenzhen, China
name:Guangdong Provincial Key Laboratory for Biomedical Measurements and Ultrasound Imaging, School of Biomedical Engineering, Shenzhen University Medical School, Shenzhen, China
name:Guangdong Provincial Key Laboratory for Biomedical Measurements and Ultrasound Imaging, School of Biomedical Engineering, Shenzhen University Medical School, Shenzhen, China
name:Department of Hepatobiliary Surgery, Henan Provincial People’s Hospital, Zhengzhou, China
name:Department of Hepatobiliary Surgery, Henan Provincial People’s Hospital, Zhengzhou, China
name:School of Pharmaceutical Sciences, Health Science Center, Shenzhen University, Shenzhen, China
name:Department of Epidemiology, Dalian Medical University, Dalian, China
name:Department of General Surgery & Institute of Precision Diagnosis and Treatment of Digestive System Tumors, Carson International Cancer Center, Shenzhen University General Hospital, Shenzhen University, Shenzhen, China
name:Department of General Surgery & Institute of Precision Diagnosis and Treatment of Digestive System Tumors, Carson International Cancer Center, Shenzhen University General Hospital, Shenzhen University, Shenzhen, China
name:Carson International Cancer Center & Guangdong Provincial Key Laboratory of Regional Immunity and Diseases, Shenzhen University Health Science Center, Shenzhen, China
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Analytics and Tracking {📊}
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