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Hussen BM, Najmadden ZB, Abdullah SR, Rasul MF, Mustafa SA, Ghafouri-Fard S, Taheri M. CRISPR/Cas9 gene editing: a novel strategy for fighting drug resistance in respiratory disorders. Cell Commun Signal 2024; 22:329. [PMID: 38877530 PMCID: PMC11179281 DOI: 10.1186/s12964-024-01713-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Accepted: 06/12/2024] [Indexed: 06/16/2024] Open
Abstract
Respiratory disorders are among the conditions that affect the respiratory system. The healthcare sector faces challenges due to the emergence of drug resistance to prescribed medications for these illnesses. However, there is a technology called CRISPR/Cas9, which uses RNA to guide DNA targeting. This technology has revolutionized our ability to manipulate and visualize the genome, leading to advancements in research and treatment development. It can effectively reverse epigenetic alterations that contribute to drug resistance. Some studies focused on health have shown that targeting genes using CRISPR/Cas9 can be challenging when it comes to reducing drug resistance in patients with respiratory disorders. Nevertheless, it is important to acknowledge the limitations of this technology, such as off-target effects, immune system reactions to Cas9, and challenges associated with delivery methods. Despite these limitations, this review aims to provide knowledge about CRISPR/Cas9 genome editing tools and explore how they can help overcome resistance in patients with respiratory disorders. Additionally, this study discusses concerns related to applications of CRISPR and provides an overview of successful clinical trial studies.
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Affiliation(s)
- Bashdar Mahmud Hussen
- Department of Biomedical Sciences, College of Science, Cihan University-Erbil, Erbil, 44001, Kurdistan Region, Iraq
- Department of Clinical Analysis, College of Pharmacy, Hawler Medical University, Kurdistan Region, Erbil, Iraq
| | - Zana Baqi Najmadden
- Research Center, University of Halabja, Halabja, 46018, Kurdistan region, Iraq
| | - Snur Rasool Abdullah
- Medical Laboratory Science, College of Health Sciences, Lebanese French University, Kurdistan Region, Erbil, Iraq
| | - Mohammed Fatih Rasul
- Department of Pharmaceutical Basic Science, Tishk International University, Kurdistan Region, Iraq
| | - Suhad A Mustafa
- General Directorate of Scientific Research Center, Salahaddin University-Erbil, Erbil, Kurdistan Region, Iraq
| | - Soudeh Ghafouri-Fard
- Department of Medical Genetics, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
| | - Mohammad Taheri
- Institute of Human Genetics, Jena University Hospital, Jena, Germany.
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Lei P, Ju Y, Peng F, Luo J. Applications and advancements of CRISPR-Cas in the treatment of lung cancer. Front Cell Dev Biol 2023; 11:1295084. [PMID: 38188023 PMCID: PMC10768725 DOI: 10.3389/fcell.2023.1295084] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Accepted: 11/13/2023] [Indexed: 01/09/2024] Open
Abstract
Lung cancer is one of the most malignant diseases and a major contributor to cancer-related deaths worldwide due to the deficiency of early diagnosis and effective therapy that are of great importance for patient prognosis and quality of life. Over the past decade, the advent of clustered regularly interspaced short palindromic repeats/CRISPR associated protein (CRISPR/Cas) system has significantly propelled the progress of both fundamental research and clinical trials of lung cancer. In this review, we review the current applications of the CRISPR/Cas system in diagnosis, target identification, and treatment resistance of lung cancer. Furthermore, we summarize the development of lung cancer animal models and delivery methods based on CRISPR system, providing novel insights into clinical diagnosis and treatment strategies of lung cancer.
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Affiliation(s)
- Pan Lei
- Hubei Clinical Research Center for Precise Diagnosis and Treatment of Liver Cancer, Taihe Hospital, Hubei University of Medicine, Shiyan, Hubei, China
- Hubei Hongshan Laboratory, College of Biomedicine and Health, Huazhong Agricultural University, Wuhan, China
| | - Yixin Ju
- Hubei Hongshan Laboratory, College of Biomedicine and Health, Huazhong Agricultural University, Wuhan, China
| | - Fenfen Peng
- Department of Pharmacy, Jianyang City Hospital of Traditional Chinese Medicine, Chengdu University of Traditional Chinese Medicine, Jianyang, Sichuan, China
| | - Jie Luo
- Hubei Clinical Research Center for Precise Diagnosis and Treatment of Liver Cancer, Taihe Hospital, Hubei University of Medicine, Shiyan, Hubei, China
- Hubei Hongshan Laboratory, College of Biomedicine and Health, Huazhong Agricultural University, Wuhan, China
- Department of Neurosurgery, Taihe Hospital, Hubei University of Medicine, Shiyan, Hubei, China
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3
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Liu X, Zhang L, Zhu B, Liu Y, Li L, Hou J, Qian M, Zheng N, Zeng Y, Chen C, Goel A, Wang X. Role of GSDM family members in airway epithelial cells of lung diseases: a systematic and comprehensive transcriptomic analysis. Cell Biol Toxicol 2023; 39:2743-2760. [PMID: 37462807 DOI: 10.1007/s10565-023-09799-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Accepted: 03/05/2023] [Indexed: 12/03/2023]
Abstract
Gasdermin (GSDM) family, the key executioners of pyroptosis, play crucial roles in anti-pathogen and anti-tumor immunities, although little is known about the expression of GSDM in lung diseases at single-cell resolution, especially in lung epithelial cells. We comprehensively investigated the transcriptomic profiles of GSDM members in various lung tissues from healthy subjects or patients with different lung diseases at single cell level, e.g., chronic obstructive pulmonary disease (COPD), idiopathic pulmonary fibrosis (IPF), lung adenocarcinoma (LUAD), or systemic sclerosis (SSC). The expression of GSDM members varied among pulmonary cell types (immune cells, structural cells, and especially epithelial cells) and even across lung diseases. Regarding disease-associated specificities, we found that GSDMC or GSDMD altered significantly in ciliated epithelia of COPD or LUAD, GSDMD in mucous, club, and basal cells of LUAD and GSDMC in mucous epithelia of para-tumor tissue, as compared with the corresponding epithelia of other diseases. The phenomic specificity of GSDM in lung cancer subtypes was noticed by comparing with 15 non-pulmonary cancers and para-cancer samples. GSDM family gene expression changes were also observed in different lung epithelial cell lines (e.g., HBE, A549, H1299, SPC-1, or H460) in responses to external challenges, including lipopolysaccharide (LPS), lysophosphatidylcholine (lysoPC), cigarette smoking extract (CSE), cholesterol, and AR2 inhibitor at various doses or durations. GSDMA is rarely expressed in those cell lines, while GSDMB and GSDMC are significantly upregulated in human lung epithelia. Our data indicated that the heterogeneity of GSDM member expression exists at different cells, pathologic conditions, challenges, probably dependent upon cell biological phenomes, functions, and behaviors, upon cellular responses to external changes, and the nature and severity of lung disease. Thus, the deep exploration of GSDM phenomes may provide new insights into understanding the single-cell roles in the tissue, regulatory roles of the GSDM family in the pathogenesis, and potential values of biomarker identification and development.
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Affiliation(s)
- Xuanqi Liu
- Department of Pulmonary and Critical Care Medicine, Zhongshan Hospital, Fudan University Shanghai Medical College, Shanghai, China
- Shanghai Institute of Clinical Bioinformatics, Shanghai, China
- Shanghai Engineering Research for AI Technology for Cardiopulmonary Diseases, Shanghai, China
| | - Linlin Zhang
- Department of Pulmonary and Critical Care Medicine, Zhongshan Hospital, Fudan University Shanghai Medical College, Shanghai, China
| | - Bijun Zhu
- Shanghai Institute of Clinical Bioinformatics, Shanghai, China
- Shanghai Engineering Research for AI Technology for Cardiopulmonary Diseases, Shanghai, China
| | - Yifei Liu
- Center of Molecular Diagnosis and Therapy, The Second Hospital of Fujian Medical University, Quanzhou, Fujian Province, China
| | - Liyang Li
- Department of Pulmonary and Critical Care Medicine, Zhongshan Hospital, Fudan University Shanghai Medical College, Shanghai, China
| | - Jiayun Hou
- Shanghai Institute of Clinical Bioinformatics, Shanghai, China
| | - Mengjia Qian
- Shanghai Institute of Clinical Bioinformatics, Shanghai, China
| | - Nannan Zheng
- Department of Pulmonary and Critical Care Medicine, Zhongshan Hospital, Fudan University Shanghai Medical College, Shanghai, China
| | - Yiming Zeng
- Center of Molecular Diagnosis and Therapy, The Second Hospital of Fujian Medical University, Quanzhou, Fujian Province, China.
| | - Chengshui Chen
- Quzhou Hospital of Wenzhou Medical University, Quzhou, Zhejiang Province, China.
| | - Ajay Goel
- Department of Molecular Diagnostics and Experimental Therapeutics, Beckman Research Institute of City of Hope Comprehensive Cancer Center, Duarte, CA, USA.
| | - Xiangdong Wang
- Department of Pulmonary and Critical Care Medicine, Zhongshan Hospital, Fudan University Shanghai Medical College, Shanghai, China.
- Shanghai Institute of Clinical Bioinformatics, Shanghai, China.
- Shanghai Engineering Research for AI Technology for Cardiopulmonary Diseases, Shanghai, China.
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4
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Zheng N, Liu X, Yang Y, Liu Y, Yan F, Zeng Y, Cheng Y, Wu D, Chen C, Wang X. Regulatory roles of NAT10 in airway epithelial cell function and metabolism in pathological conditions. Cell Biol Toxicol 2023; 39:1237-1256. [PMID: 35877022 DOI: 10.1007/s10565-022-09743-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2022] [Accepted: 06/20/2022] [Indexed: 12/01/2022]
Abstract
N-acetyltransferase 10 (NAT10), a nuclear acetyltransferase and a member of the GNAT family, plays critical roles in RNA stability and translation processes as well as cell proliferation. Little is known about regulatory effects of NAT10 in lung epithelial cell proliferation. We firstly investigated NTA10 mRNA expression in alveolar epithelial types I and II, basal, ciliated, club, and goblet/mucous epithelia from heathy and patients with chronic obstructive pulmonary disease, idiopathic pulmonary fibrosis, lung adenocarcinoma, para-tumor tissue, and systemic sclerosis, respectively. We selected A549 cells for representative of alveolar epithelia or H1299 and H460 cells as airway epithelia with different genetic backgrounds and studied dynamic responses of NAT10-down-regulated epithelia to high temperature, lipopolysaccharide, cigarette smoking extract (CSE), drugs, radiation, and phosphoinositide 3-kinase (PI3K) inhibitors at various doses. We also compared transcriptomic profiles between alveolar and airway epithelia, between cells with or without NAT10 down-regulation, between early and late stages, and between challenges. The present study demonstrated that NAT10 expression increased in human lung epithelia and varied among epithelial types, challenges, and diseases. Knockdown of NAT10 altered epithelial mitochondrial functions, dynamic responses to LPS, CSE, or PI3K inhibitors, and transcriptomic phenomes. NAT10 regulates biological phenomes, and behaviors are more complex and are dependent upon multiple signal pathways. Thus, NAT10-associated signal pathways can be a new alternative for understanding the disease and developing new biomarkers and targets.
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Affiliation(s)
- Nannan Zheng
- Department of Respiratory Medicine, The First Hospital of Wenzhou Medical University, Wenzhou, Zhejiang Province, China
- Jinshan Hospital Centre for Tumor Diagnosis and Therapy, Department of Oncology, Fudan University Shanghai Medical College, Shanghai, China
| | - Xuanqi Liu
- Jinshan Hospital Centre for Tumor Diagnosis and Therapy, Department of Oncology, Fudan University Shanghai Medical College, Shanghai, China
| | - Ying Yang
- Jinshan Hospital Centre for Tumor Diagnosis and Therapy, Department of Oncology, Fudan University Shanghai Medical College, Shanghai, China
| | - Yifei Liu
- Center of Molecular Diagnosis and Therapy, The Second Hospital of Fujian Medical University, Quanzhou, Fujian Province, China
| | - Furong Yan
- Jinshan Hospital Centre for Tumor Diagnosis and Therapy, Department of Oncology, Fudan University Shanghai Medical College, Shanghai, China
- Center of Molecular Diagnosis and Therapy, The Second Hospital of Fujian Medical University, Quanzhou, Fujian Province, China
| | - Yiming Zeng
- Center of Molecular Diagnosis and Therapy, The Second Hospital of Fujian Medical University, Quanzhou, Fujian Province, China.
| | - Yunfeng Cheng
- Jinshan Hospital Centre for Tumor Diagnosis and Therapy, Department of Oncology, Fudan University Shanghai Medical College, Shanghai, China
| | - Duojiao Wu
- Jinshan Hospital Centre for Tumor Diagnosis and Therapy, Department of Oncology, Fudan University Shanghai Medical College, Shanghai, China.
| | - Chengshui Chen
- Department of Respiratory Medicine, The First Hospital of Wenzhou Medical University, Wenzhou, Zhejiang Province, China.
- Quzhou Hospital of Wenzhou Medical University, Quzhou, Zhejiang Province, China.
| | - Xiangdong Wang
- Jinshan Hospital Centre for Tumor Diagnosis and Therapy, Department of Oncology, Fudan University Shanghai Medical College, Shanghai, China.
- Center of Molecular Diagnosis and Therapy, The Second Hospital of Fujian Medical University, Quanzhou, Fujian Province, China.
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5
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Maity S, Mukherjee R, Banerjee S. Recent Advances and Therapeutic Strategies Using CRISPR Genome Editing Technique for the Treatment of Cancer. Mol Biotechnol 2023; 65:206-226. [PMID: 35999480 DOI: 10.1007/s12033-022-00550-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Accepted: 08/10/2022] [Indexed: 01/18/2023]
Abstract
CRISPR genome editing technique has the potential to target cancer cells in a precise manner. The latest advancements have helped to address one of the prominent concerns about this strategy which is the off-target integrations observed with dsDNA and have resulted in more studies being carried out for potentially safer and more targeted gene therapy, so as to make it available for the clinical trials in order to effectively treat cancer. CRISPR screens offer great potential for the high throughput investigation of the gene functionality in various tumors. It extends its capability to identify the tumor growth essential genes, therapeutic resistant genes, and immunotherapeutic responses. CRISPR screens are mostly performed in in vitro models, but latest advancements focus on developing in vivo models to view cancer progression in animal models. It also allows the detection of factors responsible for tumorigenesis. In CRISPR screens key parameters are optimized in order to meet proficient gene targeting efficiencies. It also detects various molecular effectors required for gene regulation in different cancers, essential pathways which modulate cytotoxicity to immunotherapy in cancer cells, important genes which contribute to cancer cell survival in hypoxic states and modulate cancer long non-coding RNAs. The current review focuses on the recent developments in the therapeutic application of CRISPR technology for cancer therapy. Furthermore, the associated challenges and safety concerns along with the various strategies that can be implemented to overcome these drawbacks has been discussed.
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Affiliation(s)
- Shreyasi Maity
- School of Bioscience and Technology, Vellore Institute of Technology, Vellore, 632 014, Tamil Nadu, India
| | - Rishyani Mukherjee
- School of Bioscience and Technology, Vellore Institute of Technology, Vellore, 632 014, Tamil Nadu, India
| | - Satarupa Banerjee
- School of Bioscience and Technology, Vellore Institute of Technology, Vellore, 632 014, Tamil Nadu, India.
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Wang X. New strategies of clinical precision medicine. Clin Transl Med 2022; 12:e135. [PMID: 35230750 PMCID: PMC8886635 DOI: 10.1002/ctm2.135] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Revised: 07/09/2020] [Accepted: 07/09/2020] [Indexed: 12/22/2022] Open
Affiliation(s)
- Xiangdong Wang
- Department of Pulmonary and Critical Care Medicine, Zhongshan Hospital, Fudan University Shanghai Medical College, Shanghai, China
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7
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Wei D, Ke YQ, Duan P, Zhou L, Wang CY, Cao P. MicroRNA-302a-3p induces ferroptosis of non-small cell lung cancer cells via targeting ferroportin. Free Radic Res 2021; 55:821-830. [PMID: 34181495 DOI: 10.1080/10715762.2021.1947503] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Ferroptosis is a newly described regulated form of cell death that contributes to the progression of non-small cell lung cancers (NSCLCs). MicroRNA-302a-3p (miR-302a-3p) plays critical roles in the tumorigenicity of different cancers; however, its function and underlying mechanism in ferroptosis and NSCLCs remain unclear. Human NSCLCs cells were incubated with miR-302a-3pmimic or inhibitor in the presence or absence of erastin or RSL3. Cell viability, colony numbers, lactate dehydrogenase (LDH) releases, lipid peroxidation and intracellular iron level were measured. Besides, the synergistic effects of cisplatin and paclitaxel with miR-302a-3p were determined. miR-302a-3p level was reduced in human NSCLCs cells and tissues. ThemiR-302a-3p mimic induced lipid peroxidation, iron overload and ferroptosis, thereby inhibiting cell growth and colony formation of NSCLCs cells. Conversely, the miR-302a-3p inhibitor block ederastin- or RSL3-related ferroptosis and tumor suppression. Additionally, we found that miR-302a-3p directly bound to the 3'-untranslational region of ferroportin to decrease its protein expression, and that ferroportin overexpression significantly prevented miR-302a-3p mimic-induced ferroptosis and tumor inhibition. Moreover, the miR-302a-3p mimic sensitized NSCLCs cells to cisplatin and paclitaxel chemotherapy. miR-302a-3p functions as a tumor inhibitor, at least partly, via targeting ferroportin to induce ferroptosis of NSCLCs.
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Affiliation(s)
- Dong Wei
- Department of Cardio-Thoracic Surgery, Xiangyang No.1 People's Hospital, Hubei University of Medicine, Xiangyang, Hubei province, P.R.C
| | - Yao-Qi Ke
- Department of Respiratory Medicine, Xiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and Science, Xiangyang, Hubei province, P.R.C
| | - Peng Duan
- Department of Obstetrics and Gynaecology, Xiangyang No.1 People's Hospital, Hubei University of Medicine, Xiangyang, Hubei province, P.R.C
| | - Lei Zhou
- Department of Cardio-Thoracic Surgery, Xiangyang No.1 People's Hospital, Hubei University of Medicine, Xiangyang, Hubei province, P.R.C
| | - Chang-Ying Wang
- Department of Oncology, Xiangyang No.1 People's Hospital, Hubei University of Medicine, Xiangyang, Hubei Province, P.R.C
| | - Ping Cao
- Department of Oncology, Xiangyang No.1 People's Hospital, Hubei University of Medicine, Xiangyang, Hubei Province, P.R.C
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8
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Shi L, Hou J, Wang L, Fu H, Zhang Y, Song Y, Wang X. Regulatory roles of osteopontin in human lung cancer cell epithelial-to-mesenchymal transitions and responses. Clin Transl Med 2021; 11:e486. [PMID: 34323425 PMCID: PMC8265167 DOI: 10.1002/ctm2.486] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2020] [Revised: 06/14/2021] [Accepted: 06/16/2021] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Lung cancer is still the main cause of death in patients with cancer, due to poor understanding of intracellular regulations. Of those, osteopontin (OPN) may induce the epithelial-to-mesenchymal transition (EMT) to promote tumor cell metastasis. The present study aims to evaluate the regulatory mechanism of internal and external OPN in the development of lung cancer. METHODS We evaluated genetic variations and different bioinformatics of genes in chromosome 4 among subtypes of lung cancer using global databases. We validated the expression of OPN and EMT-related proteins (e.g., E-cadherin, vimentin) in 208 non-small-cell lung cancer (NSCLC) tumors and the adjacent nontumorous tissues, further to explore the function of OPN in the progression of lung cancer, with a focus on a potential communication between OPN and EMT in the lung cancer. RESULTS We found that OPN might act as a target molecule in lung cancer, which is associated with lymph node metastasis, postresection recurrence/metastasis, and prognosis of patients with lung cancer. Biological behaviors and pathological responses of OPN varied among diseases, challenges, and severities. Overexpression of OPN was correlated with the existence of EMT in lung cancer tissues. Internal and external OPN plays the decisive roles in lung cancer cell movement, proliferation, and EMT formation, through the upregulation of OPN-PI3K and OPN-MEK pathways. PI3K and MEK inhibitors downregulated the process of EMT and biological behaviors of lung cancer cells, probably through altering vimentin-associated cytoskeletons. CONCLUSION OPN can be a metastasis-associated or specific biomarker for lung cancer and a potential target for antimetastatic treatment.
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Affiliation(s)
- Lin Shi
- Department of Pulmonary and Critical Care MedicineZhongshan HospitalShanghaiChina
- Shanghai Engineering Research for AI Technology for Cardiopulmonary DiseasesShanghaiChina
- Fudan University Shanghai Medical CollegeShanghaiChina
| | - Jiayun Hou
- Institute for Clinical ScienceShanghaiChina
- Shanghai Institute of Clinical BioinformaticsShanghaiChina
- Shanghai Engineering Research for AI Technology for Cardiopulmonary DiseasesShanghaiChina
- Jinshan Hospital Centre for Tumor Diagnosis and TherapyShanghaiChina
- Fudan University Shanghai Medical CollegeShanghaiChina
| | - Lin Wang
- Department of Pulmonary and Critical Care MedicineZhongshan HospitalShanghaiChina
- Shanghai Engineering Research for AI Technology for Cardiopulmonary DiseasesShanghaiChina
- Fudan University Shanghai Medical CollegeShanghaiChina
| | - Huirong Fu
- Institute for Clinical ScienceShanghaiChina
- Shanghai Institute of Clinical BioinformaticsShanghaiChina
- Jinshan Hospital Centre for Tumor Diagnosis and TherapyShanghaiChina
- Fudan University Shanghai Medical CollegeShanghaiChina
| | - Yiwen Zhang
- Institute for Clinical ScienceShanghaiChina
- Shanghai Institute of Clinical BioinformaticsShanghaiChina
- Shanghai Engineering Research for AI Technology for Cardiopulmonary DiseasesShanghaiChina
- Jinshan Hospital Centre for Tumor Diagnosis and TherapyShanghaiChina
- Fudan University Shanghai Medical CollegeShanghaiChina
| | - Yuanlin Song
- Department of Pulmonary and Critical Care MedicineZhongshan HospitalShanghaiChina
- Shanghai Engineering Research for AI Technology for Cardiopulmonary DiseasesShanghaiChina
- Fudan University Shanghai Medical CollegeShanghaiChina
| | - Xiangdong Wang
- Department of Pulmonary and Critical Care MedicineZhongshan HospitalShanghaiChina
- Institute for Clinical ScienceShanghaiChina
- Shanghai Institute of Clinical BioinformaticsShanghaiChina
- Shanghai Engineering Research for AI Technology for Cardiopulmonary DiseasesShanghaiChina
- Jinshan Hospital Centre for Tumor Diagnosis and TherapyShanghaiChina
- Fudan University Shanghai Medical CollegeShanghaiChina
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Xiang Y, Zou X, Shi H, Xu X, Wu C, Zhong W, Wang J, Zhou W, Zeng X, He M, Wang Y, Huang L, Wang X. Elastic Net Models Based on DNA Copy Number Variations Predicts Clinical Features, Expression Signatures, and Mutations in Lung Adenocarcinoma. Front Genet 2021; 12:668040. [PMID: 34135942 PMCID: PMC8202527 DOI: 10.3389/fgene.2021.668040] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Accepted: 04/26/2021] [Indexed: 11/30/2022] Open
Abstract
In the precision medicine of lung adenocarcinoma, the identification and prediction of tumor phenotypes for specific biomolecular events are still not studied in depth. Various earlier researches sheds light on the close correlation between genetic expression signatures and DNA copy number variations (CNVs), for which analysis of CNVs provides valuable information about molecular and phenotypic changes in tumorigenesis. In this study, we propose a comprehensive analysis combining genome-wide association analysis and an Elastic Net Regression predictive model, focus on predicting the levels of many gene expression signatures in lung adenocarcinoma, based upon DNA copy number features alone. Additionally, we predicted many other key phenotypes, including clinical features (pathological stage), gene mutations, and protein expressions. These Elastic Net prediction methods can also be applied to other gene sets, thereby facilitating their use as biomarkers in monitoring therapy.
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Affiliation(s)
- Yi Xiang
- Department of Oncology, The First Affiliated Hospital, Gannan Medical University, Ganzhou, China
| | - Xiaohuan Zou
- Department of Critical Care Medicine, The First Affiliated Hospital, Gannan Medical University, Ganzhou, China
| | - Huaqiu Shi
- Department of Oncology, The First Affiliated Hospital, Gannan Medical University, Ganzhou, China
| | - Xueming Xu
- Department of Oncology, The First Affiliated Hospital, Gannan Medical University, Ganzhou, China
| | - Caixia Wu
- First Clinical Medical College, Gannan Medical University, Ganzhou, China
| | - Wenjuan Zhong
- Department of Oncology, The First Affiliated Hospital, Gannan Medical University, Ganzhou, China
| | - Jinfeng Wang
- Department of Oncology, The First Affiliated Hospital, Gannan Medical University, Ganzhou, China
| | - Wenting Zhou
- Department of Oncology, The First Affiliated Hospital, Gannan Medical University, Ganzhou, China
| | - Xiaoli Zeng
- Department of Oncology, The First Affiliated Hospital, Gannan Medical University, Ganzhou, China
| | - Miao He
- Department of Oncology, The First Affiliated Hospital, Gannan Medical University, Ganzhou, China
| | - Ying Wang
- First Clinical Medical College, Gannan Medical University, Ganzhou, China
| | - Li Huang
- Department of Oncology, The First Affiliated Hospital, Gannan Medical University, Ganzhou, China
| | - Xiangcai Wang
- Department of Oncology, The First Affiliated Hospital, Gannan Medical University, Ganzhou, China
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10
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El Ouar I, Djekoun A. Therapeutic and diagnostic relevance of Crispr technology. Biomed Pharmacother 2021; 138:111487. [PMID: 33774312 DOI: 10.1016/j.biopha.2021.111487] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Revised: 03/03/2021] [Accepted: 03/09/2021] [Indexed: 12/17/2022] Open
Abstract
CRISPR is a family of DNA repeats providing immunity against viral and plasmid invading DNA in bacteria and archaea. The system consist of an endonuclease Cas, guided by a RNA sequence, able to cleave the DNA double strand at a specific site. The discovery of Crispr function in 2007 has revolutionized genetic engineering by giving to the world the most powerful and precise tool for targeted genome editing. The aim of this review is to synthesize the current knowledge on Crispr/cas system and its application in biomedical field. In particular, we focus on the relevance of this new tool in progressing our comprehension for biological mechanisms and improving our ability to treat and prevent genetic diseases, to control microbial virulence and to generate animal models for basic and clinical research. We discuss also the ethical issues that may prevent the application of Crispr technology in living beings.
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Affiliation(s)
- Ibtissem El Ouar
- University Frères Mentouri Constantine, 1. Road Ain El Bey, Constantine 25000, Algeria.
| | - Abdelhamid Djekoun
- University Frères Mentouri Constantine, 1. Road Ain El Bey, Constantine 25000, Algeria
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11
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Advanced single-cell pooled CRISPR screening identifies C19orf53 required for cell proliferation based on mTORC1 regulators. Cell Biol Toxicol 2021; 38:43-68. [PMID: 33586084 DOI: 10.1007/s10565-021-09586-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2020] [Accepted: 02/02/2021] [Indexed: 02/07/2023]
Abstract
Multiplexed single-cell CRISPR screening has accelerated the systematic dissection of biological discoveries; however, the efficiency of CRISPR-based gene knockout has inherent limitations. Here, we present DoNick-seq, an advanced method for facilitating gene knockout and reducing off-target activity. We re-engineered two popular plasmid constructs suitable for use in pooled CRISPR screening of the single-cell transcriptome. We then used DoNick-seq to probe mTORC1 regulators and obtain genomic perturbation and transcriptome profiles from the same cell. Thus, DoNick-seq enabled us to simultaneously evaluate multiple gene interactions and the effect of amino acid depletion. By analyzing more than 20,000 cells from two cell lines, DoNick-seq efficiently identified gene targets, cell numbers, and cellular profiles. Our data also revealed the characteristics of mTORC1 negative and positive regulators, thereby shedding new insights into the mechanisms regulating cell growth and inhibition. We demonstrate that mTORC1 hyperactivation exhausts cellular free amino acids via increased proliferation ability. Furthermore, DoNick-seq identified the gene C19orf53, which mediates excessive cell proliferation, resulting in metabolic imbalance, and greatly enhances oxidative stress in response to toxins. Thus, our findings suggest that DoNick-seq facilitates high-throughput functional dissection of complex cellular responses at the single-cell level and increases the accuracy of CRISPR single-cell transcriptomics.
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12
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Mukhopadhyay S, Bhutia SK. Trends in CRISPR-Cas9 technology application in cancer. PROGRESS IN MOLECULAR BIOLOGY AND TRANSLATIONAL SCIENCE 2021; 178:175-192. [PMID: 33685596 DOI: 10.1016/bs.pmbts.2020.12.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
The evolution of the CRISPR-Cas9 technology in cancer research has tremendous potential to shape the future of oncology. Although this gene-editing tool's pre-clinical progress is into its nascent stage, there are many unanswered questions regarding health benefits and therapy precision using CRISPR. The application of CRISPR is highly specific, economically sustainable, and is a high throughput technique, but on the other hand, its application involves measured risk of countering the toxic immune response of Cas protein, off-target effects, limitation of delivering the edited cells back into cancer patients. The current chapter highlights the possibilities and perils of the present-day CRISPR engineering in cancer that should highlight CRISPR translation to therapy.
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Affiliation(s)
- Subhadip Mukhopadhyay
- Department of Radiation Oncology, Laura and Isaac Perlmutter Cancer Center, NYU Medical School, New York, NY, United States.
| | - Sujit Kumar Bhutia
- Department of Life Science, National Institute of Technology, Rourkela, Odisha, India.
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Wang L, Hou J, Wang J, Zhu Z, Zhang W, Zhang X, Shen H, Wang X. Regulatory roles of HSPA6 in Actinidia chinensis Planch. root extract (acRoots)-inhibited lung cancer proliferation. Clin Transl Med 2020; 10:e46. [PMID: 32508044 PMCID: PMC7403824 DOI: 10.1002/ctm2.46] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2020] [Revised: 05/06/2020] [Accepted: 05/06/2020] [Indexed: 12/11/2022] Open
Abstract
Actinidia chinensis Planch. root extract (acRoots) as one of Chinese traditional medications has been applied for antitumor therapy for decades, although the exact mechanisms have not been revealed. Our present study aimed to define the inhibitory specificity and pattern of acRoots in the lung cancer cell lines by comparing 40 types of cancer cell lines, select acRoots‐associated inflammation target genes from transcriptional profiles of acRoots‐sensitive and less‐sensitive lung cancer cell lines, and validate the correlation of acRoots‐associated inflammation target genes with prognosis of patients with lung cancer. We selected acRoots‐sensitive (H1299) and less‐sensitive lung cancer cells (H460) and found that the sensitivity was associated with the appearance of p53. The heat shock 70 kDa protein 6 (HSPA6) was defined as a critical factor in regulating cell sensitivity probably through the interaction with intra‐HSPA family members, inter‐HSP family members, and other families. The degree of cell sensitivity to acRoots increased in both sensitive and less‐sensitive cells after deletion of HSPA6 genes. Thus, our data indicate that HSPA6 and HSPA6‐dominated molecular network can be an alternative to modify cell sensitivity to drugs.
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Affiliation(s)
- Lingyan Wang
- Zhongshan Hospital Institute of Clinical Science, Shanghai Medical College, Fudan University, Shanghai, China
| | - Jiayun Hou
- Zhongshan Hospital Institute of Clinical Science, Shanghai Medical College, Fudan University, Shanghai, China
| | - Jianxin Wang
- Department of Pharmaceutics, School of Pharmacy, Shanghai Medical College, Fudan University, Shanghai, China
| | - Zhenghua Zhu
- Department of Respiratory, Zhongshan Hospital, Shanghai Medical College, Fudan University, Shanghai, China
| | - Wei Zhang
- Department of Physiology and Pathophysiology, School of Basic Medical Sciences, Shanghai Medical College, Fudan University, Shanghai, China
| | - Xuemei Zhang
- Department of Pharmaceutics, School of Pharmacy, Shanghai Medical College, Fudan University, Shanghai, China
| | - Hui Shen
- Center for Tumor Diagnosis and Therapy, Jinshan Hospital, Fudan University, Shanghai, China
| | - Xiangdong Wang
- Zhongshan Hospital Institute of Clinical Science, Shanghai Medical College, Fudan University, Shanghai, China.,Department of Respiratory, Zhongshan Hospital, Shanghai Medical College, Fudan University, Shanghai, China.,Center for Tumor Diagnosis and Therapy, Jinshan Hospital, Fudan University, Shanghai, China
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