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Pan C, Lee LTO. Membrane drug transporters in cancer: From chemoresistance mechanism to therapeutic strategies. Biochim Biophys Acta Rev Cancer 2025; 1880:189272. [PMID: 39863184 DOI: 10.1016/j.bbcan.2025.189272] [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: 10/07/2024] [Revised: 01/16/2025] [Accepted: 01/16/2025] [Indexed: 01/27/2025]
Abstract
Chemoresistance is a multifactorial phenomenon and the primary cause to the ineffectiveness of oncotherapy and cancer recurrence. Membrane drug transporters are crucial for drug delivery and disposition in cancer cells. Changes in the expression and functionality of these transporters lead to decreased intracellular accumulation and reduced toxicity of antineoplastic drugs. As the mechanism has been better understood and genetic engineering technology progressed quickly in recent years, some novel targeting strategies have come to light. This article summarizes the regulatory mechanisms of membrane drug transporters and provides an extensive review of current approaches to address transporters-mediated chemoresistance. These strategies include the use of chemical inhibitors to block efflux transporters, the development of copper chelators to enhance platinum drug uptake, the delivery of genetic drugs to alter transporter expression, the regulation of transcription and post-translational modifications. Additionally, we provide information of the clinical trial performance of the related targeting strategies, along with the ongoing challenges. Even though some clinical trials failed due to unexpected side effects and limited therapeutic efficacy, the advent of targeting membrane drug transporters still presents a hopeful path for overcoming chemoresistance.
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Affiliation(s)
- Chao Pan
- Cancer Centre, Faculty of Health Sciences, University of Macau, Taipa, Macau, China
| | - Leo Tsz On Lee
- Cancer Centre, Faculty of Health Sciences, University of Macau, Taipa, Macau, China; Ministry of Education Frontiers Science Center for Precision Oncology, University of Macau, Taipa, Macau, China.
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2
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Marrero RJ, Wu H, Cao X, Parcha PK, Elsayed AH, Inaba H, Kuo DJ, Degar BA, Heym K, Taub JW, Lacayo N, Pui CH, Ribeiro RC, Rubnitz JE, Pounds SB, Lamba JK. Pharmacogenomic Score Effectively Personalizes Treatment of Acute Myeloid Leukemia. Clin Cancer Res 2024; 30:4388-4396. [PMID: 39078289 PMCID: PMC11444877 DOI: 10.1158/1078-0432.ccr-24-0863] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2024] [Revised: 04/23/2024] [Accepted: 07/16/2024] [Indexed: 07/31/2024]
Abstract
PURPOSE Cytarabine (also known as ara-C) has been the backbone of acute myeloid leukemia (AML) chemotherapy for more than five decades. Recent pharmacogenomics-based 10-SNP ara-C (ACS10) scores showed low ACS10 (≤0) to be associated with poor outcomes in patients with AML treated with standard chemotherapy. Here, we evaluated the ACS10 score in the context of three different induction I regimens in patients with pediatric AML. EXPERIMENTAL DESIGN ACS10 score groups (low, ≤0, or high, >0) were evaluated for association with event-free survival (EFS) and overall survival (OS) by three randomized treatment arms in patients treated on the AML02 (NCT00136084) and AML08 (NCT00703820) clinical trials: AML02 low-dose ara-C (LDAC arm, n = 91), AML02 + AML08 high-dose ara-C (HDAC arm, n = 194), and AML08 clofarabine + ara-C (Clo/ara-C arm, n = 105) induction I regimens. RESULTS Within the low-ACS10 score (≤0) group, significantly improved EFS and OS were observed among patients treated with Clo/ara-C as compared with LDAC (EFS, HR = 0.45; 95% CI, 0.23-0.88; P = 0.020; OS, HR = 0.44; 95% CI, 0.19-0.99; P = 0.048). In contrast, within the high-ACS10 score group (score >0), augmentation with Clo/ara-C was not favorable as compared with LDAC (Clo/ara-C vs. LDAC, EFS, HR = 1.95; 95% CI, 1.05-3.63; P = 0.035; OS, HR = 2.10; 95% CI, 0.96-4.59; P = 0.063). Personalization models predicted 9% improvement in the outcome in ACS10 score-based tailored induction (Clo/ara-C for low and LDAC for high-ACS10 score groups) as compared with nonpersonalized approaches (P < 0.002). CONCLUSIONS Our findings suggest that tailoring induction regimens using ACS10 scores can significantly improve outcomes in patients with AML. Given the SNPs are germline, preemptive genotyping can accelerate matching the most effective remission induction regimen.
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MESH Headings
- Humans
- Leukemia, Myeloid, Acute/drug therapy
- Leukemia, Myeloid, Acute/genetics
- Leukemia, Myeloid, Acute/mortality
- Leukemia, Myeloid, Acute/pathology
- Cytarabine/therapeutic use
- Cytarabine/administration & dosage
- Female
- Male
- Child
- Antineoplastic Combined Chemotherapy Protocols/therapeutic use
- Adolescent
- Precision Medicine/methods
- Child, Preschool
- Polymorphism, Single Nucleotide
- Pharmacogenetics/methods
- Infant
- Prognosis
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Affiliation(s)
- Richard J. Marrero
- Department of Pharmacotherapy and Translational Research, College of Pharmacy, University of Florida, Gainesville, FL, USA
| | - Huiyun Wu
- Department of Biostatistics, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Xueyuan Cao
- Department of Health Promotion and Disease Prevention, University of Tennessee Health Science Center, Memphis, TN, USA
| | - Phani Krishna Parcha
- Department of Pharmacotherapy and Translational Research, College of Pharmacy, University of Florida, Gainesville, FL, USA
| | - Abdelrahman H. Elsayed
- Department of Pharmacotherapy and Translational Research, College of Pharmacy, University of Florida, Gainesville, FL, USA
| | - Hiroto Inaba
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Dennis John Kuo
- Division of Pediatric Hematology-Oncology, Rady Children’s Hospital San Diego/University of California, San Diego, CA, USA
| | - Barbara A. Degar
- Dana-Farber Cancer Institute, Boston Children’s Hospital, Boston, MA, USA
| | - Kenneth Heym
- Cook Children’s Medical Center, Fort Worth, TX, USA
| | | | - Norman Lacayo
- Lucile Packard Children’s Hospital and Stanford Cancer Institute, Palo Alto, CA, USA
| | - Ching-Hon Pui
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Raul C. Ribeiro
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Jeffrey E. Rubnitz
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Stanley B. Pounds
- Department of Biostatistics, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Jatinder K. Lamba
- Department of Pharmacotherapy and Translational Research, College of Pharmacy, University of Florida, Gainesville, FL, USA
- University of Florida Health Cancer Center, University of Florida, Gainesville, FL, USA
- Center for Pharmacogenomics and Precision Medicine, College of Pharmacy, University of Florida, Gainesville, FL, USA
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Cereja-Pantoja KBC, de Brito Azevedo TC, Vinagre LWMS, de Moraes FCA, da Costa Nunes GG, Monte N, de Alcântara AL, Cohen-Paes A, Fernandes MR, Batista Dos Santos SE, de Assumpção PP, Ribeiro Dos Santos ÂK, Burbano RMR, Guerrero RC, Carracedo Á, Carneiro Dos Santos NP. Alterations in pharmacogenetic genes and their implications for imatinib resistance in Chronic Myeloid Leukemia patients from an admixed population. Cancer Chemother Pharmacol 2024; 94:387-395. [PMID: 38888766 DOI: 10.1007/s00280-024-04689-x] [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: 12/09/2023] [Accepted: 06/12/2024] [Indexed: 06/20/2024]
Abstract
Imatinib is the tyrosine kinase inhibitor used as the gold standard for the treatment of Chronic Myeloid Leukemia. However, about 30% of patients do not respond well to this therapy. Variants in drug administration, distribution, metabolism and excretion (ADME) genes play an important role in drug resistance especially in admixed populations. We investigated 129 patients diagnosed with Chronic Myeloid Leukemia treated with imatinib as first choice therapy. The participants of the study are highly admixed, populations that exhibit genetic diversity and complexity due to the contributions of multiple ancestral groups. Thus, the aim of this work was to investigate the association of 30 SNVs in genes related to response to treatment with Imatinibe in CML. Our results indicated that for the rs2290573 of the ULK3 gene, patients with the recessive AA genotype are three times more likely to develop resistance over time (secondary resistance) (p = 0.019, OR = 3.19, IC 95%= 1.21-8.36). Finally, we performed interaction analysis between the investigated variants and found several associations between SNVs and secondary resistance. We concluded that the variant rs2290573 of the ULK3 gene may be relevant for predicting treatment response of CML with imatinib, as well as possible treatment resistance. The use of predictive biomarkers is an important tool for therapeutic choice of patients, improving their quality of life and treatment efficacy.
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Affiliation(s)
| | | | | | | | | | - Natasha Monte
- Núcleo de Pesquisas em Oncologia, Universidade Federal do Pará, Belém, PA, 66073-005, Brazil
| | | | - Amanda Cohen-Paes
- Núcleo de Pesquisas em Oncologia, Universidade Federal do Pará, Belém, PA, 66073-005, Brazil
| | | | | | | | | | | | - Raquel Cruz Guerrero
- Centro Singular de Investigación en Medicina Molecular y Enfermedades Crónicas - CiMUS, Universidad de Santiago de Compostela, Santiago de Compostela, 15782, Spain
| | - Ángel Carracedo
- Centro Singular de Investigación en Medicina Molecular y Enfermedades Crónicas - CiMUS, Universidad de Santiago de Compostela, Santiago de Compostela, 15782, Spain
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Pravdić Z, Suvajdžić-Vuković N, Virijević M, Mitrović M, Pantić N, Sabljić N, Pavlović Đ, Marjanović I, Bukumirić Z, Vidović A, Jaković L, Pavlović S, Gašić V. Can pharmacogenetics impact the therapeutic effect of cytarabine and anthracyclines in adult acute myeloid leukaemia patients?: A Serbian experience. J Med Biochem 2024; 43:545-555. [PMID: 39139169 PMCID: PMC11318899 DOI: 10.5937/jomb0-47459] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Accepted: 03/21/2024] [Indexed: 08/15/2024] Open
Abstract
Background Cytarabine-anthracycline-based induction chemotherapy remains the standard of care for remission induction among patients with newly diagnosed acute myeloid leukaemia (AML). There are remarkable differences in therapy response among AML patients. This fact could be partly explained by the patients' genetic variability related to the metabolic paths of cytarabine and anthracyclines. This study aims to evaluate the effect of variants in pharmacogenes SLC29A1, DCK, ABCB1, GSTM1, and GSTT1, as well as laboratory and AML-related parameters on clinical outcomes in adult AML patients. Methods A total of 100 AML patients were included in the study. Pharmacogenetic variants SLC29A1 rs9394992, DCK rs12648166, ABCB1 rs2032582, and GSTM1 and GSTT1 gene deletions were detected by methodology based on PCR, fragment analysis and direct sequencing. The methods of descriptive and analytic statistics were used. Survival analysis was done using the Kaplan-Meier method using the Log-Rank test. Results This is the first study of adult AML pharmacogenetics in the Serbian population. Clinical outcomes in our cohort of AML patients were not impacted by analysed variants in SLC29A1, DCK, ABCB1 and GSTT1, and GSTM1 genes, independently or in combinations. Achievement of complete remission was identified as an independent prognostic indicator of clinical outcome. Conclusions The population-specific genomic profile has to be considered in pharmacogenetics. Since the data on AML pharmacogenetics in European populations is limited, our results contribute to knowledge in this field and strongly indicate that a high-throughput approach must be applied to find particular pharmacogenetic markers of AML in the European population.
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Affiliation(s)
- Zlatko Pravdić
- University Clinical Centre of Serbia, Clinic of Haematology, Belgrade
| | | | | | - Mirjana Mitrović
- University Clinical Centre of Serbia, Clinic of Haematology, Belgrade
| | - Nikola Pantić
- University Clinical Centre of Serbia, Clinic of Haematology, Belgrade
| | - Nikica Sabljić
- University Clinical Centre of Serbia, Clinic of Haematology, Belgrade
| | - Đorđe Pavlović
- University of Belgrade, Institute of Molecular Genetics and Genetical Engineering, Belgrade
| | - Irena Marjanović
- University of Belgrade, Institute of Molecular Genetics and Genetical Engineering, Belgrade
| | - Zoran Bukumirić
- University of Belgrade, Faculty of Medicine, Institute of Medical Statistics and Informatics, Belgrade
| | - Ana Vidović
- University Clinical Centre of Serbia, Clinic of Haematology, Belgrade
| | - Ljubomir Jaković
- University Clinical Centre of Serbia, Clinic of Haematology, Belgrade
| | - Sonja Pavlović
- University of Belgrade, Institute of Molecular Genetics and Genetical Engineering, Belgrade
| | - Vladimir Gašić
- University of Belgrade, Institute of Molecular Genetics and Genetical Engineering, Belgrade
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Cacic D, Hervig T, Reikvam H. Platelets for advanced drug delivery in cancer. Expert Opin Drug Deliv 2023; 20:673-688. [PMID: 37212640 DOI: 10.1080/17425247.2023.2217378] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Accepted: 05/19/2023] [Indexed: 05/23/2023]
Abstract
INTRODUCTION Cancer-related drug expenses are rising with the increasing cancer incidence and cost may represent a severe challenge for drug access for patients with cancer. Consequently, strategies for increasing therapeutic efficacy of already available drugs may be essential for the future health-care system. AREAS COVERED In this review, we have investigated the potential for the use of platelets as drug-delivery systems. We searched PubMed and Google Scholar to identify relevant papers written in English and published up to January 2023. Papers were included at the authors' discretion to reflect an overview of state of the art. EXPERT OPINION It is known that cancer cells interact with platelets to gain functional advantages including immune evasion and metastasis development. This platelet-cancer interaction has been the inspiration for numerous platelet-based drug delivery systems using either drug-loaded or drug-bound platelets, or platelet membrane-containing hybrid vesicles combining platelet membranes with synthetic nanocarriers. Compared to treatment with free drug or synthetic drug vectors, these strategies may improve pharmacokinetics and selective cancer cell targeting. There are multiple studies showing improved therapeutic efficacy using animal models, however, no platelet-based drug delivery systems have been tested in humans, meaning the clinical relevance of this technology remains uncertain.
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Affiliation(s)
- Daniel Cacic
- Department of Hematology and Oncology, Stavanger University Hospital, Stavanger, Norway
| | - Tor Hervig
- Irish Blood Transfusion Service, Dublin, Ireland
| | - Håkon Reikvam
- Department of Clinical Science, University of Bergen, Bergen, Norway
- Department of Medicine, Haukeland University Hospital, Bergen, Norway
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Xi Y, Song L, Wang S, Zhou H, Ren J, Zhang R, Fu F, Yang Q, Duan G, Wang J. Identification of basement membrane-related prognostic signature for predicting prognosis, immune response and potential drug prediction in papillary renal cell carcinoma. MATHEMATICAL BIOSCIENCES AND ENGINEERING : MBE 2023; 20:10694-10724. [PMID: 37322956 DOI: 10.3934/mbe.2023474] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
Abstract
Papillary renal cell carcinoma (PRCC) is a malignant neoplasm of the kidney and is highly interesting due to its increasing incidence. Many studies have shown that the basement membrane (BM) plays an important role in the development of cancer, and structural and functional changes in the BM can be observed in most renal lesions. However, the role of BM in the malignant progression of PRCC and its impact on prognosis has not been fully studied. Therefore, this study aimed to explore the functional and prognostic value of basement membrane-associated genes (BMs) in PRCC patients. We identified differentially expressed BMs between PRCC tumor samples and normal tissue and systematically explored the relevance of BMs to immune infiltration. Moreover, we constructed a risk signature based on these differentially expressed genes (DEGs) using Lasso regression analysis and demonstrated their independence using Cox regression analysis. Finally, we predicted 9 small molecule drugs with the potential to treat PRCC and compared the differences in sensitivity to commonly used chemotherapeutic agents between high and low-risk groups to better target patients for more precise treatment planning. Taken together, our study suggested that BMs might play a crucial role in the development of PRCC, and these results might provide new insights into the treatment of PRCC.
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Affiliation(s)
- Yujia Xi
- Department of Urology, The Second Hospital of Shanxi Medical University, Taiyuan, China
| | - Liying Song
- Second School of Clinical Medicine, Shanxi Medical University, Taiyuan, China
| | - Shuang Wang
- Second School of Clinical Medicine, Shanxi Medical University, Taiyuan, China
| | - Haonan Zhou
- First School of Clinical Medicine, Shanxi Medical University, Taiyuan, China
| | - Jieying Ren
- School of Basic Medicine, Shanxi Medical University, Taiyuan, China
| | - Ran Zhang
- School of Public Health, Shanxi Medical University, Taiyuan, China
| | - Feifan Fu
- School of Basic Medicine, Shanxi Medical University, Taiyuan, China
| | - Qian Yang
- School of Basic Medicine, Shanxi Medical University, Taiyuan, China
| | - Guosheng Duan
- Second School of Clinical Medicine, Shanxi Medical University, Taiyuan, China
| | - Jingqi Wang
- Department of Urology, The Second Hospital of Shanxi Medical University, Taiyuan, China
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Gao T, Ye F, Tan Y, Peng M, Yuan F, Liu Z, Zhou D, Yang K, Liu W, Guo R, Zhang T, Zheng L, Zhou R, Tian Y. Metabolomics and proteomics analyses revealed mechanistic insights on the antimicrobial activity of epigallocatechin gallate against Streptococcus suis. Front Cell Infect Microbiol 2022; 12:973282. [PMID: 36204637 PMCID: PMC9531131 DOI: 10.3389/fcimb.2022.973282] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Accepted: 08/24/2022] [Indexed: 11/13/2022] Open
Abstract
Streptococcus suis (S. suis) is a highly virulent zoonotic pathogen and causes severe economic losses to the swine industry worldwide. Public health security is also threatened by the rapidly growing antimicrobial resistance in S. suis. Therefore, there is an urgent need to develop new and safe antibacterial alternatives against S. suis. The green tea polyphenol epigallocatechin gallate (EGCG) with a number of potential health benefits is known for its antibacterial effect; however, the mechanism of its bactericidal action remains unclear. In the present, EGCG at minimal inhibitory concentration (MIC) showed significant inhibitory effects on S. suis growth, hemolytic activity, and biofilm formation, and caused damage to S. suis cells in vitro. EGCG also reduced S. suis pathogenicity in Galleria mellonella larvae in vivo. Metabolomics and proteomics analyses were performed to investigate the underlying mechanism of antibacterial activity of EGCG at MIC. Many differentially expressed proteins involved in DNA replication, synthesis of cell wall, and cell membrane, and virulence were down-regulated after the treatment of S. suis with EGCG. EGCG not only significantly reduced the hemolytic activity of S. suis but also down-regulated the expression of suilysin (Sly). The top three shared KEGG pathways between metabolomics and proteomics analysis were ABC transporters, glycolysis/gluconeogenesis, and aminoacyl-tRNA biosynthesis. Taken together, these data suggest that EGCG could be a potential phytochemical compound for treating S. suis infection.
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Affiliation(s)
- Ting Gao
- Key Laboratory of Prevention and Control Agents for Animal Bacteriosis (Ministry of Agriculture and Rural Affairs), Hubei Provincial Key Laboratory of Animal Pathogenic Microbiology, Institute of Animal Husbandry and Veterinary, Hubei Academy of Agricultural Sciences, Wuhan, China
| | - Fei Ye
- Institute of Fruit and Tea, Hubei Academy of Agricultural Sciences, Wuhan, China
| | - Yiqing Tan
- Key Laboratory of Prevention and Control Agents for Animal Bacteriosis (Ministry of Agriculture and Rural Affairs), Hubei Provincial Key Laboratory of Animal Pathogenic Microbiology, Institute of Animal Husbandry and Veterinary, Hubei Academy of Agricultural Sciences, Wuhan, China
- State Key Laboratory of Agricultural Microbiology, College of Veterinary Medicine, Huazhong Agricultural University, Wuhan, China
- Pig disease prevention and control center, Cooperative Innovation Center of Sustainable Pig Production, Wuhan, China
| | - Mingzheng Peng
- Key Laboratory of Prevention and Control Agents for Animal Bacteriosis (Ministry of Agriculture and Rural Affairs), Hubei Provincial Key Laboratory of Animal Pathogenic Microbiology, Institute of Animal Husbandry and Veterinary, Hubei Academy of Agricultural Sciences, Wuhan, China
- State Key Laboratory of Agricultural Microbiology, College of Veterinary Medicine, Huazhong Agricultural University, Wuhan, China
- Pig disease prevention and control center, Cooperative Innovation Center of Sustainable Pig Production, Wuhan, China
| | - Fangyan Yuan
- Key Laboratory of Prevention and Control Agents for Animal Bacteriosis (Ministry of Agriculture and Rural Affairs), Hubei Provincial Key Laboratory of Animal Pathogenic Microbiology, Institute of Animal Husbandry and Veterinary, Hubei Academy of Agricultural Sciences, Wuhan, China
| | - Zewen Liu
- Key Laboratory of Prevention and Control Agents for Animal Bacteriosis (Ministry of Agriculture and Rural Affairs), Hubei Provincial Key Laboratory of Animal Pathogenic Microbiology, Institute of Animal Husbandry and Veterinary, Hubei Academy of Agricultural Sciences, Wuhan, China
| | - Danna Zhou
- Key Laboratory of Prevention and Control Agents for Animal Bacteriosis (Ministry of Agriculture and Rural Affairs), Hubei Provincial Key Laboratory of Animal Pathogenic Microbiology, Institute of Animal Husbandry and Veterinary, Hubei Academy of Agricultural Sciences, Wuhan, China
| | - Keli Yang
- Key Laboratory of Prevention and Control Agents for Animal Bacteriosis (Ministry of Agriculture and Rural Affairs), Hubei Provincial Key Laboratory of Animal Pathogenic Microbiology, Institute of Animal Husbandry and Veterinary, Hubei Academy of Agricultural Sciences, Wuhan, China
| | - Wei Liu
- Key Laboratory of Prevention and Control Agents for Animal Bacteriosis (Ministry of Agriculture and Rural Affairs), Hubei Provincial Key Laboratory of Animal Pathogenic Microbiology, Institute of Animal Husbandry and Veterinary, Hubei Academy of Agricultural Sciences, Wuhan, China
| | - Rui Guo
- Key Laboratory of Prevention and Control Agents for Animal Bacteriosis (Ministry of Agriculture and Rural Affairs), Hubei Provincial Key Laboratory of Animal Pathogenic Microbiology, Institute of Animal Husbandry and Veterinary, Hubei Academy of Agricultural Sciences, Wuhan, China
| | - Tengfei Zhang
- Key Laboratory of Prevention and Control Agents for Animal Bacteriosis (Ministry of Agriculture and Rural Affairs), Hubei Provincial Key Laboratory of Animal Pathogenic Microbiology, Institute of Animal Husbandry and Veterinary, Hubei Academy of Agricultural Sciences, Wuhan, China
| | - Lin Zheng
- Institute of Fruit and Tea, Hubei Academy of Agricultural Sciences, Wuhan, China
| | - Rui Zhou
- State Key Laboratory of Agricultural Microbiology, College of Veterinary Medicine, Huazhong Agricultural University, Wuhan, China
- Pig disease prevention and control center, Cooperative Innovation Center of Sustainable Pig Production, Wuhan, China
- *Correspondence: Yongxiang Tian, ; Rui Zhou,
| | - Yongxiang Tian
- Key Laboratory of Prevention and Control Agents for Animal Bacteriosis (Ministry of Agriculture and Rural Affairs), Hubei Provincial Key Laboratory of Animal Pathogenic Microbiology, Institute of Animal Husbandry and Veterinary, Hubei Academy of Agricultural Sciences, Wuhan, China
- *Correspondence: Yongxiang Tian, ; Rui Zhou,
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