1
|
Quintero-Campos P, Salvador-Clavell R, Martín B, Fouz B, Amaro C, Tortajada-Genaro LA, Maquieira Á. Environmental monitoring of a climate change indicator (Vibrio vulnificus) in coastal wetland water samples based on field-deployable detection. THE SCIENCE OF THE TOTAL ENVIRONMENT 2025; 986:179791. [PMID: 40449351 DOI: 10.1016/j.scitotenv.2025.179791] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/21/2025] [Revised: 05/23/2025] [Accepted: 05/27/2025] [Indexed: 06/03/2025]
Abstract
Global warming is driving rapid changes across all ecological scales, including shifts in the distribution patterns and virulence potential of some pathogenic bacteria. A relevant pathogen affected by climate change is Vibrio vulnificus, a species considered a valuable biomarker because rising temperatures and changes in salinity strongly influence its prevalence and distribution. Comprehensive surveillance at local scales is required to provide precise environmental understanding. However, current monitoring methods are often inaccessible or cost-prohibitive, highlighting the need for fast, field-deployable alternatives. This study hypothesized that combining lateral flow assay with isothermal DNA amplification can enable rapid, on-site detection with minimal instrumentation. To validate the approach, V. vulnificus was monitored in a Mediterranean coastal wetland, a sensitive ecosystem where changes impact biodiversity and may lead to waterborne diseases. The campaign was based on water sampling, an enrichment step, and a DNA-based assay integrated into a microfluidic chip. Species-specific vvhA gene was amplified through recombinase polymerase amplification (RPA), detected on a lateral flow strip, and quantified by a smartphone. The monitoring campaign identified locations within the wetland exhibiting a significant increase in bacterial concentrations, up to 300 times, depending on the sampling site. The bacterium was detected in brackish water areas and inflow/outflow points, showing excellent performance. These promising results suggest that the new procedure can help detect microenvironments that favor or inhibit bacterial growth. The surveillance strategy could be effectively applied on a global scale to assess risks, examine variations associated with climate change, and implement measures against Vibrio infections.
Collapse
Affiliation(s)
- Pedro Quintero-Campos
- Instituto Interuniversitario de Investigación de Reconocimiento Molecular y Desarrollo Tecnológico (IDM), Universitat Politècnica de València-Universitat de València, Camino de Vera s/n, E46022, Valencia, Spain
| | | | - Blanca Martín
- Instituto Interuniversitario de Investigación de Reconocimiento Molecular y Desarrollo Tecnológico (IDM), Universitat Politècnica de València-Universitat de València, Camino de Vera s/n, E46022, Valencia, Spain
| | - Belen Fouz
- Instituto Universitario BIOTECMED, Universitat de València, Burjassot, Valencia, Spain
| | - Carmen Amaro
- Instituto Universitario BIOTECMED, Universitat de València, Burjassot, Valencia, Spain
| | - Luis A Tortajada-Genaro
- Instituto Interuniversitario de Investigación de Reconocimiento Molecular y Desarrollo Tecnológico (IDM), Universitat Politècnica de València-Universitat de València, Camino de Vera s/n, E46022, Valencia, Spain; Departamento de Química, Universitat Politècnica de València, Camino de Vera s/n, E46022, Valencia, Spain.
| | - Ángel Maquieira
- Instituto Interuniversitario de Investigación de Reconocimiento Molecular y Desarrollo Tecnológico (IDM), Universitat Politècnica de València-Universitat de València, Camino de Vera s/n, E46022, Valencia, Spain; Departamento de Química, Universitat Politècnica de València, Camino de Vera s/n, E46022, Valencia, Spain
| |
Collapse
|
2
|
Candelli M, Sacco Fernandez M, Triunfo C, Piccioni A, Ojetti V, Franceschi F, Pignataro G. Vibrio vulnificus-A Review with a Special Focus on Sepsis. Microorganisms 2025; 13:128. [PMID: 39858896 PMCID: PMC11768060 DOI: 10.3390/microorganisms13010128] [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: 12/15/2024] [Revised: 12/28/2024] [Accepted: 01/08/2025] [Indexed: 01/27/2025] Open
Abstract
Vibrio vulnificus (V. vulnificus) is a Gram-negative, halophilic bacillus known for causing severe infections such as gastroenteritis, necrotizing fasciitis, and septic shock, with mortality rates exceeding 50% in high-risk individuals. Transmission occurs primarily through the consumption of contaminated seafood, exposure of open wounds to infected water, or, in rare cases, insect bites. The bacterium thrives in warm, brackish waters with high salinity levels, and its prevalence is rising due to the effects of climate change, including warming ocean temperatures and expanding coastal habitats. High-risk populations include individuals with underlying conditions such as chronic liver disease, diabetes, or immunosuppression, which heighten susceptibility to severe outcomes. The pathogenicity of V. vulnificus is mediated by an array of virulence factors, including hemolysins, proteases, and capsular polysaccharides, as well as mechanisms facilitating iron acquisition and immune system evasion. Clinical manifestations range from localized gastrointestinal symptoms to life-threatening systemic infections such as septicemia. Rare but severe complications, including pneumonia and meningitis, have also been reported. Treatment typically involves the use of doxycycline in combination with third-generation cephalosporins, although the emergence of multidrug-resistant strains is an escalating concern. Alternative therapeutic approaches under investigation include natural compounds such as resveratrol and the application of antimicrobial blue light. For necrotizing infections, prompt and aggressive surgical intervention remains essential to improving patient outcomes. As global temperatures continue to rise, understanding the epidemiology of V. vulnificus and developing innovative therapeutic strategies are critical to mitigating its growing public health impact.
Collapse
Affiliation(s)
- Marcello Candelli
- Emergency, Anesthesiological and Reanimation Sciences Department, Fondazione Policlinico Universitario A. Gemelli—IRCCS of Rome, 00168 Rome, Italy; (M.C.); (M.S.F.); (C.T.); (A.P.); (F.F.)
| | - Marta Sacco Fernandez
- Emergency, Anesthesiological and Reanimation Sciences Department, Fondazione Policlinico Universitario A. Gemelli—IRCCS of Rome, 00168 Rome, Italy; (M.C.); (M.S.F.); (C.T.); (A.P.); (F.F.)
| | - Cristina Triunfo
- Emergency, Anesthesiological and Reanimation Sciences Department, Fondazione Policlinico Universitario A. Gemelli—IRCCS of Rome, 00168 Rome, Italy; (M.C.); (M.S.F.); (C.T.); (A.P.); (F.F.)
| | - Andrea Piccioni
- Emergency, Anesthesiological and Reanimation Sciences Department, Fondazione Policlinico Universitario A. Gemelli—IRCCS of Rome, 00168 Rome, Italy; (M.C.); (M.S.F.); (C.T.); (A.P.); (F.F.)
| | - Veronica Ojetti
- Department of Internal Medicine, UniCamillus International Medical University of Rome, 00131 Rome, Italy;
| | - Francesco Franceschi
- Emergency, Anesthesiological and Reanimation Sciences Department, Fondazione Policlinico Universitario A. Gemelli—IRCCS of Rome, 00168 Rome, Italy; (M.C.); (M.S.F.); (C.T.); (A.P.); (F.F.)
| | - Giulia Pignataro
- Emergency, Anesthesiological and Reanimation Sciences Department, Fondazione Policlinico Universitario A. Gemelli—IRCCS of Rome, 00168 Rome, Italy; (M.C.); (M.S.F.); (C.T.); (A.P.); (F.F.)
| |
Collapse
|
3
|
Ma LC, Li M, Chen YM, Chen WY, Chen YW, Cheng ZL, Zhu YZ, Zhang Y, Guo XK, Liu C. Genomic Insight into Zoonotic and Environmental Vibrio vulnificus: Strains with T3SS2 as a Novel Threat to Public Health. Microorganisms 2024; 12:2375. [PMID: 39597763 PMCID: PMC11596471 DOI: 10.3390/microorganisms12112375] [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: 11/01/2024] [Revised: 11/16/2024] [Accepted: 11/18/2024] [Indexed: 11/29/2024] Open
Abstract
Vibrio vulnificus is a significant opportunistic pathogen with the highest fatality rate among foodborne microbes. However, due to a lack of comprehensive surveillance, the characteristics of isolates in China remain poorly understood. This study analyzed 60 strains of V. vulnificus isolated from diverse sources in Shanghai, including shellfish, crabs, shrimps, throat swabs of migratory birds, as well as seafood farming water and seawater. Identification of the genotypes was performed using PCR, and cytotoxicity was determined using an LDH assay. DNA was sequenced using Illumina NovaSeq followed by a bioinformatic analysis. The results demonstrated that a majority of the strains belonged to the 16S rRNA B-vcgC genotype. All strains carried five antibiotic resistance genes (ARGs), with some strains carrying over ten ARGs, mediating resistance to multiple antibiotics. Five strains possessed a highly abundant effector delivery system, which further investigations revealed to be a type III secretion system II (T3SS2), marking the first description of T3SS2 in V. vulnificus. Phylogenetic analysis indicated that it belonged to a different genetic lineage from T3SS2α and T3SS2β of V. parahaemolyticus. Bacteria with T3SS2 sequences were concentrated in coastal areas and mostly within the genus Vibrio in the global prevalence survey. Our study provides essential baseline information for non-clinical V. vulnificus and discovers the existence of T3SS2 in several strains which may be more virulent, thereby posing a new threat to human health.
Collapse
Affiliation(s)
- Ling-Chao Ma
- School of Global Health, Chinese Center for Tropical Diseases Research, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China; (L.-C.M.); (M.L.)
- School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Min Li
- School of Global Health, Chinese Center for Tropical Diseases Research, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China; (L.-C.M.); (M.L.)
| | - Yi-Ming Chen
- School of Global Health, Chinese Center for Tropical Diseases Research, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China; (L.-C.M.); (M.L.)
- School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Wei-Ye Chen
- School of Global Health, Chinese Center for Tropical Diseases Research, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China; (L.-C.M.); (M.L.)
- School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Yi-Wen Chen
- School of Global Health, Chinese Center for Tropical Diseases Research, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China; (L.-C.M.); (M.L.)
- School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Zi-Le Cheng
- School of Global Health, Chinese Center for Tropical Diseases Research, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China; (L.-C.M.); (M.L.)
- School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Yong-Zhang Zhu
- School of Global Health, Chinese Center for Tropical Diseases Research, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China; (L.-C.M.); (M.L.)
| | - Yan Zhang
- School of Global Health, Chinese Center for Tropical Diseases Research, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China; (L.-C.M.); (M.L.)
| | - Xiao-Kui Guo
- School of Global Health, Chinese Center for Tropical Diseases Research, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China; (L.-C.M.); (M.L.)
| | - Chang Liu
- Department of Immunology and Microbiology, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| |
Collapse
|
4
|
Liu H, Hu X, Lian Z, Luo Z, Lv A, Tan J. Focal adhesion signaling pathway involved in skin immune response of tongue sole Cynoglossus semilaevis to Vibrio vulnificus infection. FISH & SHELLFISH IMMUNOLOGY 2023; 135:108651. [PMID: 36863497 DOI: 10.1016/j.fsi.2023.108651] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/10/2022] [Revised: 02/24/2023] [Accepted: 02/27/2023] [Indexed: 06/18/2023]
Abstract
Focal adhesion (FA) plays a key role in cell adhesion, migration and antibacterial immune, but it remained unclear in fish. In this study, half-smooth tongue sole Cynoglossus semilaevis were infected with Vibrio vulnificus, and then immune-related protein in the skin, especially for FA signaling pathway were screened and identified by iTRAQ analysis. Results showed that the differentially expressed proteins (DEPs) in skin immune response (eg., ITGA6, FN, COCH, AMBP, COL6A1, COL6A3, COL6A6, LAMB1, LAMC1, FLMNA) were firstly found in FA signaling pathway. Furthermore, the validation analysis of FA-related genes were basically consistent with the iTRAQ data at 36 hpi (r = 0.678, p < 0.01), and their spatio-temporal expressions were confirmed by qPCR analysis. The molecular characterization of vinculin of C. semilaevis was described. This study will provide a new perspective for understanding the molecular mechanism of FA signaling pathway in the skin immune response in marine fish.
Collapse
Affiliation(s)
- Houfu Liu
- Tianjin Key Lab of Aqua-Ecology and Aquaculture, College of Fisheries, Tianjin Agricultural University, Tianjin, 300384, China
| | - Xiucai Hu
- Tianjin Key Lab of Aqua-Ecology and Aquaculture, College of Fisheries, Tianjin Agricultural University, Tianjin, 300384, China
| | - Zhengyi Lian
- Tianjin Key Lab of Aqua-Ecology and Aquaculture, College of Fisheries, Tianjin Agricultural University, Tianjin, 300384, China
| | - Zhang Luo
- Tianjin Key Lab of Aqua-Ecology and Aquaculture, College of Fisheries, Tianjin Agricultural University, Tianjin, 300384, China
| | - Aijun Lv
- Tianjin Key Lab of Aqua-Ecology and Aquaculture, College of Fisheries, Tianjin Agricultural University, Tianjin, 300384, China.
| | - Jing Tan
- Tianjin Key Lab of Aqua-Ecology and Aquaculture, College of Fisheries, Tianjin Agricultural University, Tianjin, 300384, China
| |
Collapse
|
5
|
Tan M, Liao C, Liang L, Yi X, Zhou Z, Wei G. Recent advances in recombinase polymerase amplification: Principle, advantages, disadvantages and applications. Front Cell Infect Microbiol 2022; 12:1019071. [PMID: 36519130 PMCID: PMC9742450 DOI: 10.3389/fcimb.2022.1019071] [Citation(s) in RCA: 95] [Impact Index Per Article: 31.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2022] [Accepted: 11/03/2022] [Indexed: 11/29/2022] Open
Abstract
After the outbreak of SARS-CoV-2, nucleic acid testing quickly entered people's lives. In addition to the polymerase chain reaction (PCR) which was commonly used in nucleic acid testing, isothermal amplification methods were also important nucleic acid testing methods. Among several common isothermal amplification methods like displaced amplification, rolling circle amplification, and so on, recombinase polymerase amplification (RPA) was recently paid more attention to. It had the advantages like a simple operation, fast amplification speed, and reaction at 37-42°C, et al. So it was very suitable for field detection. However, there were still some disadvantages to RPA. Herein, our review mainly summarized the principle, advantages, and disadvantages of RPA. The specific applications of RPA in bacterial detection, fungi detection, virus detection, parasite detection, drug resistance gene detection, genetically modified food detection, and SARS-CoV-2 detection were also described. It was hoped that the latest research progress on RPA could be better delivered to the readers who were interested in RPA.
Collapse
|
6
|
A multiplex PCR for the detection of Vibrio vulnificus hazardous to human and/or animal health from seafood. Int J Food Microbiol 2022; 377:109778. [PMID: 35696749 DOI: 10.1016/j.ijfoodmicro.2022.109778] [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: 04/26/2022] [Revised: 05/31/2022] [Accepted: 06/01/2022] [Indexed: 01/11/2023]
Abstract
Vibrio vulnificus is a zoonotic pathogen linked to aquaculture that is spreading due to climate change. The pathogen can be transmitted to humans and animals by ingestion of raw shellfish or seafood feed, respectively. The aim of this work was to design and test a new procedure to detect V. vulnificus hazardous to human and/or animal health in food/feed samples. For this purpose, we combined a pre-enrichment step with multiplex PCR using primers for the species and for human and animal virulence markers. In vitro assays with mixed DNA from different Vibrio species and Vibrio cultures showed that the new protocol was 100 % specific with a detection limit of 10 cfu/mL. The protocol was successfully validated in seafood using artificially contaminated live shrimp and proved useful also in pathogen isolation from animals and their ecosystem. In conclusion, this novel protocol could be applied in health risk studies associated with food/feed consumption, as well as in the routine identification and subtyping of V. vulnificus from environmental or clinical samples.
Collapse
|
7
|
Hu L, Fu Y, Zhang S, Pan Z, Xia J, Zhu P, Guo J. An Assay Combining Droplet Digital PCR With Propidium Monoazide Treatment for the Accurate Detection of Live Cells of Vibrio vulnificus in Plasma Samples. Front Microbiol 2022; 13:927285. [PMID: 35910629 PMCID: PMC9335127 DOI: 10.3389/fmicb.2022.927285] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2022] [Accepted: 06/24/2022] [Indexed: 11/17/2022] Open
Abstract
Vibrio vulnificus (V. vulnificus) is one of the most common pathogenic Vibrio species to humans; therefore, the establishment of timely and credible detection methods has become an urgent requirement for V. vulnificus illness surveillance. In this study, an assay combining droplet digital PCR (ddPCR) with propidium monoazide (PMA) treatment was developed for detecting V. vulnificus. The primers/probes targeting the V. vulnificus hemolysin A (vvhA) gene, amplification procedures, and PMA processing conditions involved in the assay were optimized. Then, we analyzed the specificity, sensitivity, and ability to detect live cell DNA while testing the performance of PMA-ddPCR in clinical samples. The optimal concentrations of primers and probes were 1.0 and 0.3 μM, respectively. The annealing temperature achieving the highest accuracy in ddPCR assay was 60°C. With an initial V. vulnificus cell concentration of 108 CFU/mL (colony-forming units per milliliter), the optimal strategy to distinguish live cells from dead cells was to treat samples with 100 μM PMA for 15 min in the dark and expose them to LED light with an output wavelength of 465 nm for 10 min. The specificity of the PMA-ddPCR assay was tested on 27 strains, including seven V. vulnificus strains and 20 other bacterial strains. Only the seven V. vulnificus strains were observed with positive signals in specificity analysis. Comparative experiments on the detection ability of PMA-ddPCR and PMA-qPCR in pure cultures and plasma samples were performed. The limit of detection (LOD) and the limit of quantitation (LOQ) in pure culture solutions of V. vulnificus were 29.33 and 53.64 CFU/mL in PMA-ddPCR, respectively. For artificially clinical sample tests in PMA-ddPCR, V. vulnificus could be detected at concentrations as low as 65.20 CFU/mL. The sensitivity of the PMA-ddPCR assay was 15- to 40-fold more sensitive than the PMA-qPCR in this study. The PMA-ddPCR assay we developed provides a new insight to accurately detect live cells of V. vulnificus in clinical samples, which is of great significance to enhance public health safety and security capability and improve the emergency response level for V. vulnificus infection.
Collapse
Affiliation(s)
- Ling Hu
- Hangzhou Medical College, Hangzhou, China
- Ningbo Stomatology Hospital, Ningbo, China
| | - Yidong Fu
- Hwa Mei Hospital, University of Chinese Academy of Sciences, Ningbo, China
- Ningbo Institute of Life and Health Industry, University of Chinese Academy of Sciences, Ningbo, China
- Key Laboratory of Diagnosis and Treatment of Digestive System Tumors of Zhejiang Province, Ningbo, China
| | - Shun Zhang
- Hwa Mei Hospital, University of Chinese Academy of Sciences, Ningbo, China
- Ningbo Institute of Life and Health Industry, University of Chinese Academy of Sciences, Ningbo, China
- Key Laboratory of Diagnosis and Treatment of Digestive System Tumors of Zhejiang Province, Ningbo, China
| | - Zhilei Pan
- Hwa Mei Hospital, University of Chinese Academy of Sciences, Ningbo, China
| | - Jiang Xia
- Pilot Gene Technologies (Hangzhou) Co., Ltd., Hangzhou, China
| | - Peng Zhu
- Hwa Mei Hospital, University of Chinese Academy of Sciences, Ningbo, China
- Ningbo Institute of Life and Health Industry, University of Chinese Academy of Sciences, Ningbo, China
- Key Laboratory of Diagnosis and Treatment of Digestive System Tumors of Zhejiang Province, Ningbo, China
- *Correspondence: Peng Zhu,
| | - Jing Guo
- Hangzhou Medical College, Hangzhou, China
- Ningbo Stomatology Hospital, Ningbo, China
- Jing Guo,
| |
Collapse
|
8
|
Zhu P, Huang Z, Xiong Z, Guo S, Zhang S, Cai T. Development and evaluation of real-time recombinase polymerase amplification assay for rapid and sensitive detection of Vibro mimicus in human plasma samples. J Appl Microbiol 2022; 133:1650-1659. [PMID: 35702884 DOI: 10.1111/jam.15666] [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: 12/09/2021] [Revised: 06/01/2022] [Accepted: 06/10/2022] [Indexed: 11/30/2022]
Abstract
AIM We aimed at developing a fast and accurate method to detect Vibrio mimicus using real-time recombinase polymerase amplification assay. METHODS AND RESULTS Specific primers and probe were designed to target V. mimicus haemolysin (vmh) gene. Target DNA was successfully amplified at 41°C within 20 min. The method exhibited a high level of specificity and the sensitivity was 2.1 × 102 copies/25 μl or 8.4 copies/μl, which is in line with real-time polymerase chain reaction (PCR). The calibration curve plotted by the second-order polynomial regression showed better than the linear curve, as the correlation coefficient was raised to 0.9907, which suggested that the second-order polynomial regressions might be considered to apply to the quantification of real-time recombinase polymerase amplification (RPA). The limit of detection (LOD) was predicted to be 77 copies/25 μl or 3 copies/μl by a probit model. The limit of quantification (LOQ) was calculated to be 28 copies /25 μl or 1 copies/μl by a receiver operating characteristic (ROC) curve, which firstly make LOQ could be available to real-time RPA. For the performance of the real-time RPA in plasma samples, the detection sensitivity of real-time RPA was as good as the real-time PCR. For pretreatment of plasma samples, the boiling method was better than using kits, as it further shortened the time of the real-time RPA in detecting V. mimicus. CONCLUSIONS The real-time RPA assay developed in our study shows multiple advantages over currently available DNA diagnostic method, including a quicker time-to-result for a single sample, requiring minimal infrastructure and technical support and being tolerant to inhibitors in plasma samples. SIGNIFICANCE AND IMPACT OF THE STUDY The real-time RPA assay developed here is a potentially valuable tool for point-of-care (POC) diagnosis of V. mimicus infection in endemic field, especially in the resources-limited settings, as combined with portable devices.
Collapse
Affiliation(s)
- Peng Zhu
- Ningbo Institute of Life and Health Industry, University of Chinese Academy of Sciences, Ningbo, China.,Hwa Mei Hospital, University of Chinese Academy of Sciences, Ningbo, China.,Key Laboratory of Diagnosis and Treatment of Digestive System Tumors of Zhejiang Province, Ningbo, China
| | - Zuoan Huang
- Hwa Mei Hospital, University of Chinese Academy of Sciences, Ningbo, China.,Key Laboratory of Diagnosis and Treatment of Digestive System Tumors of Zhejiang Province, Ningbo, China
| | - Zi Xiong
- Hwa Mei Hospital, University of Chinese Academy of Sciences, Ningbo, China.,Key Laboratory of Diagnosis and Treatment of Digestive System Tumors of Zhejiang Province, Ningbo, China
| | - Shiyu Guo
- Hwa Mei Hospital, University of Chinese Academy of Sciences, Ningbo, China.,Key Laboratory of Diagnosis and Treatment of Digestive System Tumors of Zhejiang Province, Ningbo, China
| | - Shun Zhang
- Ningbo Institute of Life and Health Industry, University of Chinese Academy of Sciences, Ningbo, China.,Hwa Mei Hospital, University of Chinese Academy of Sciences, Ningbo, China.,Key Laboratory of Diagnosis and Treatment of Digestive System Tumors of Zhejiang Province, Ningbo, China
| | - Ting Cai
- Ningbo Institute of Life and Health Industry, University of Chinese Academy of Sciences, Ningbo, China.,Hwa Mei Hospital, University of Chinese Academy of Sciences, Ningbo, China.,Key Laboratory of Diagnosis and Treatment of Digestive System Tumors of Zhejiang Province, Ningbo, China
| |
Collapse
|