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Liu X, Bao X, Gao L, Li G, Chen Z, Zhai J. Comparative application of droplet-based digital and quantitative real-time PCR for human brucellosis detection. Diagn Microbiol Infect Dis 2023; 107:116087. [PMID: 37801887 DOI: 10.1016/j.diagmicrobio.2023.116087] [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: 04/27/2023] [Revised: 09/05/2023] [Accepted: 09/10/2023] [Indexed: 10/08/2023]
Abstract
We evaluated the diagnostic value of droplet-based digital PCR (dd-PCR) by comparing it with the quantitative real-time PCR (RT-qPCR) for detecting Brucella DNA, 487 whole blood and serum samples collected from suspected human brucellosis, respectively. Sensitivity and specificity were 88.14% and 100% for RT-qPCR; 97.12% and 100% for dd-PCR. The positive rate detected by RT-qPCR and dd-PCR based on the nucleic acid extracted by simultaneous extraction method in serum and blood cells were 56.49% and 62.22%, respectively, which is higher than the commercial kit in 47.74% and 52.77%. Additionally, 32 false-negative samples of chronic patients analyzed by serological tests were positive in the detection from the blood cell nucleic acid. dd-PCR could be considered a valuable tool for detecting Brucella DNA, particularly in false-negative test results. The simultaneous extraction method is complementary to dd-PCR in diagnosing human brucellosis cases at different disease stages, especially in chronic and relapsed stages.
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Affiliation(s)
- Xin Liu
- Medical College, Inner Mongolia Minzu University, Tongliao, China
| | - Xiaoya Bao
- Medical College, Inner Mongolia Minzu University, Tongliao, China; The Second Affiliated Hospital of Baotou Medical College, Baotou, China
| | - Lanzhu Gao
- Tongliao Infectious Disease Hospital, Tongliao, China
| | - Guangchen Li
- Tongliao Infectious Disease Hospital, Tongliao, China
| | - Zeliang Chen
- Medical College, Inner Mongolia Minzu University, Tongliao, China; Key Laboratory of Zoonose Prevention and Control at Universities of Inner Mongolia Autonomous Region, Innovative Institute of Zoonoses, Inner Mongolia Minzu University, Tongliao, China; Brucellosis Prevention and Treatment Engineering Research Center of Inner Mongolia Autonomous Region, Tongliao, China
| | - Jingbo Zhai
- Medical College, Inner Mongolia Minzu University, Tongliao, China; Key Laboratory of Zoonose Prevention and Control at Universities of Inner Mongolia Autonomous Region, Innovative Institute of Zoonoses, Inner Mongolia Minzu University, Tongliao, China; Brucellosis Prevention and Treatment Engineering Research Center of Inner Mongolia Autonomous Region, Tongliao, China.
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Wang C, Zhang C, Fu Q, Zhang N, Ding M, Zhou Z, Chen X, Zhang F, Zhang C, Zhang CY, Wang JJ. Increased serum piwi-interacting RNAs as a novel potential diagnostic tool for brucellosis. Front Cell Infect Microbiol 2022; 12:992775. [PMID: 36189348 PMCID: PMC9519857 DOI: 10.3389/fcimb.2022.992775] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Accepted: 08/29/2022] [Indexed: 11/24/2022] Open
Abstract
Background Piwi-interacting RNAs (piRNAs) have emerged as potential novel indicators for various diseases; however, their diagnostic value for brucellosis remains unclear. This study aimed to evaluate the diagnostic potential of altered serum piRNAs in patients with brucellosis. Methods Illumina sequencing via synthesis (SBS) technology was used to screen the serum piRNA profile in brucellosis patients, and markedly dysregulated piRNAs were confirmed by quantitative real-time polymerase chain reaction (qRT-PCR) assay in two sets from a cohort of 73 brucellosis patients and 65 controls. Results Illumina SBS technology results showed that seven piRNAs were markedly elevated in brucellosis patients compared to normal controls. The seven upregulated piRNAs were further validated individually by qRT-PCR, of which three piRNAs (piR-000753, piR-001312, and piR-016742) were confirmed to be significantly and steadily increased in the patients (> 2-fold, P < 0.01). The area under the receiver operating characteristic (ROC) curve (AUCs) for the three piRNAs ranged from 0.698 to 0.783. The AUC for the three piRNAs combination was 0.772, with a specificity of 86% and a positive predictive value of 90%, respectively. Conclusions The three-piRNA panel identified in this study has potential as a novel blood-based auxiliary tool for brucellosis detection.
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Affiliation(s)
- Cheng Wang
- Department of Clinical Laboratory, Jinling Hospital, State Key Laboratory of Analytical Chemistry for Life Science, NJU Advanced Institute for Life Sciences (NAILS), School of Life Sciences, Nanjing University, Nanjing, China
- Nanjing Drum Tower Hospital Center of Molecular Diagnostic and Therapy, Chinese Academy of Medical Sciences Research Unit of Extracellular RNA, State Key Laboratory of Pharmaceutical Biotechnology, Jiangsu Engineering Research Center for MicroRNA Biology and Biotechnology, NJU Advanced Institute of Life Sciences (NAILS), Institute of Artificial Intelligence Biomedicine, School of Life Sciences, Nanjing University, Nanjing, China
| | - Cuiping Zhang
- Department of Clinical Laboratory, Jinling Hospital, State Key Laboratory of Analytical Chemistry for Life Science, NJU Advanced Institute for Life Sciences (NAILS), School of Life Sciences, Nanjing University, Nanjing, China
- Nanjing Drum Tower Hospital Center of Molecular Diagnostic and Therapy, Chinese Academy of Medical Sciences Research Unit of Extracellular RNA, State Key Laboratory of Pharmaceutical Biotechnology, Jiangsu Engineering Research Center for MicroRNA Biology and Biotechnology, NJU Advanced Institute of Life Sciences (NAILS), Institute of Artificial Intelligence Biomedicine, School of Life Sciences, Nanjing University, Nanjing, China
- Department of Prenatal Diagnosis, Women’s Hospital of Nanjing Medical University, Nanjing Maternity and Child Health Care Hospital, Nanjing, China
| | - Quan Fu
- Department of Microbiology, Harbin Medical University, Harbin, China
- Department of Clinical Laboratory, Affiliated Hospital of Inner Mongolia Medical University, Hohhot, China
| | - Nan Zhang
- Department of Clinical Laboratory, Jinling Hospital, State Key Laboratory of Analytical Chemistry for Life Science, NJU Advanced Institute for Life Sciences (NAILS), School of Life Sciences, Nanjing University, Nanjing, China
| | - Meng Ding
- Department of Clinical Laboratory, Jinling Hospital, State Key Laboratory of Analytical Chemistry for Life Science, NJU Advanced Institute for Life Sciences (NAILS), School of Life Sciences, Nanjing University, Nanjing, China
- Nanjing Drum Tower Hospital Center of Molecular Diagnostic and Therapy, Chinese Academy of Medical Sciences Research Unit of Extracellular RNA, State Key Laboratory of Pharmaceutical Biotechnology, Jiangsu Engineering Research Center for MicroRNA Biology and Biotechnology, NJU Advanced Institute of Life Sciences (NAILS), Institute of Artificial Intelligence Biomedicine, School of Life Sciences, Nanjing University, Nanjing, China
| | - Zhen Zhou
- Nanjing Drum Tower Hospital Center of Molecular Diagnostic and Therapy, Chinese Academy of Medical Sciences Research Unit of Extracellular RNA, State Key Laboratory of Pharmaceutical Biotechnology, Jiangsu Engineering Research Center for MicroRNA Biology and Biotechnology, NJU Advanced Institute of Life Sciences (NAILS), Institute of Artificial Intelligence Biomedicine, School of Life Sciences, Nanjing University, Nanjing, China
| | - Xi Chen
- Nanjing Drum Tower Hospital Center of Molecular Diagnostic and Therapy, Chinese Academy of Medical Sciences Research Unit of Extracellular RNA, State Key Laboratory of Pharmaceutical Biotechnology, Jiangsu Engineering Research Center for MicroRNA Biology and Biotechnology, NJU Advanced Institute of Life Sciences (NAILS), Institute of Artificial Intelligence Biomedicine, School of Life Sciences, Nanjing University, Nanjing, China
| | - Fengmin Zhang
- Department of Microbiology, Harbin Medical University, Harbin, China
| | - Chunni Zhang
- Department of Clinical Laboratory, Jinling Hospital, State Key Laboratory of Analytical Chemistry for Life Science, NJU Advanced Institute for Life Sciences (NAILS), School of Life Sciences, Nanjing University, Nanjing, China
- Nanjing Drum Tower Hospital Center of Molecular Diagnostic and Therapy, Chinese Academy of Medical Sciences Research Unit of Extracellular RNA, State Key Laboratory of Pharmaceutical Biotechnology, Jiangsu Engineering Research Center for MicroRNA Biology and Biotechnology, NJU Advanced Institute of Life Sciences (NAILS), Institute of Artificial Intelligence Biomedicine, School of Life Sciences, Nanjing University, Nanjing, China
- *Correspondence: Jun-Jun Wang, ; Chunni Zhang, ; Chen-Yu Zhang,
| | - Chen-Yu Zhang
- Department of Clinical Laboratory, Jinling Hospital, State Key Laboratory of Analytical Chemistry for Life Science, NJU Advanced Institute for Life Sciences (NAILS), School of Life Sciences, Nanjing University, Nanjing, China
- Nanjing Drum Tower Hospital Center of Molecular Diagnostic and Therapy, Chinese Academy of Medical Sciences Research Unit of Extracellular RNA, State Key Laboratory of Pharmaceutical Biotechnology, Jiangsu Engineering Research Center for MicroRNA Biology and Biotechnology, NJU Advanced Institute of Life Sciences (NAILS), Institute of Artificial Intelligence Biomedicine, School of Life Sciences, Nanjing University, Nanjing, China
- *Correspondence: Jun-Jun Wang, ; Chunni Zhang, ; Chen-Yu Zhang,
| | - Jun-Jun Wang
- Department of Clinical Laboratory, Jinling Hospital, State Key Laboratory of Analytical Chemistry for Life Science, NJU Advanced Institute for Life Sciences (NAILS), School of Life Sciences, Nanjing University, Nanjing, China
- Nanjing Drum Tower Hospital Center of Molecular Diagnostic and Therapy, Chinese Academy of Medical Sciences Research Unit of Extracellular RNA, State Key Laboratory of Pharmaceutical Biotechnology, Jiangsu Engineering Research Center for MicroRNA Biology and Biotechnology, NJU Advanced Institute of Life Sciences (NAILS), Institute of Artificial Intelligence Biomedicine, School of Life Sciences, Nanjing University, Nanjing, China
- *Correspondence: Jun-Jun Wang, ; Chunni Zhang, ; Chen-Yu Zhang,
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Ramírez OLH, Santos HA, Paulino PG, van der Meer CS, Bautista JLR, Delgado ILJ, Obando JG, Garcia RR, da Costa Angelo I. Cross-sectional study of Brucella spp. using real-time PCR from bovine whole blood in Colombia. Vet Res Commun 2021; 46:189-201. [PMID: 34791575 DOI: 10.1007/s11259-021-09846-8] [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: 04/21/2021] [Accepted: 10/03/2021] [Indexed: 10/19/2022]
Abstract
A cross-sectional study was conducted in Colombia to recover Brucella spp. DNA from bovine whole-blood samples through probe-based real-time PCR (qPCR). By an SNP-based assay, vaccine strains were differentiated from field strains. The associated factors were evaluated using logistical regression models. A total of 656 random cows from 40 herds were selected and analyzed using serology and PCR. The qPCR assay detected 9.5% (n = 62/656; 95% CI: 7.3, 12.0) of the animals with Brucella-DNA presence, while the serological test detected a 6.6% (n = 43/656; CI: 4.8, 8.7). 62.5% (n = 25/40; 95% CI: 45.8, 77.3) of positive cases were detected at the herd-level by the qPCR, while only 27.5% (n = 11/40; 95% CI: 14.6, 43.9) were detected by the serological test. All positive samples were identified as field Brucella strains employing the SNP-based assay. In the final regression model at the animal-level, five variables were associated with Brucella-DNA presence: the use of bulls for mating recorded history of reproductive problems, pregnant cows, parlor milking, and cows belonging to farms ≤200 m from the main road. At the herd-level, two variables were associated with Brucella-DNA presence: recorded history of reproductive problems and the use of bulls for mating. Given the fluctuant brucellosis prevalence in endemic areas, updated epidemiological studies are necessary to evaluate the disease dynamic and if established prevention and control measures have been effective or need to be adjusted. The increase in the prevalence of brucellosis in animal reservoirs creates an important risk of transmission in humans.
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Affiliation(s)
- Olga Lucia Herrán Ramírez
- Postgraduate Program in Veterinarian Science, Veterinary Institute, Federal Rural University of Rio de Janeiro, P.O. Box 23897-000, Seropedica, RJ, Brazil
| | - Huarrisson Azevedo Santos
- Department of Epidemiology and Public Health, Veterinary Institute, Federal Rural University of Rio de Janeiro, PO Box 23897-000, Seropedica, RJ, Brazil
| | - Patrícia Gonzaga Paulino
- Postgraduate Program in Veterinarian Science, Veterinary Institute, Federal Rural University of Rio de Janeiro, P.O. Box 23897-000, Seropedica, RJ, Brazil
| | - Carolina Soares van der Meer
- Postgraduate Program in Veterinarian Science, Veterinary Institute, Federal Rural University of Rio de Janeiro, P.O. Box 23897-000, Seropedica, RJ, Brazil
| | - José Luis Rodríguez Bautista
- Postgraduate Program in Veterinarian Science, Veterinary Institute, Federal Rural University of Rio de Janeiro, P.O. Box 23897-000, Seropedica, RJ, Brazil
| | | | - Juliana González Obando
- Department of Epidemiology and Public Health, Agrarian Sciences Faculty, Antioquia University, P.O. Box 1228, Medellín, Antioquia, Colombia
| | - Rene Ramirez Garcia
- INCA-CES, Faculty of Veterinary medicine and zootechnics, CES University, Box 050021, Medellin, Colombia
| | - Isabele da Costa Angelo
- Department of Epidemiology and Public Health, Veterinary Institute, Federal Rural University of Rio de Janeiro, PO Box 23897-000, Seropedica, RJ, Brazil.
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Becker GN, Tuon FF. Comparative study of IS711 and bcsp31-based polymerase chain reaction (PCR) for the diagnosis of human brucellosis in whole blood and serum samples. J Microbiol Methods 2021; 183:106182. [PMID: 33647359 DOI: 10.1016/j.mimet.2021.106182] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2020] [Revised: 02/16/2021] [Accepted: 02/23/2021] [Indexed: 10/22/2022]
Abstract
BACKGROUND Clinical diagnosis of human brucellosis (HB) is often difficult due to non-specific symptoms. Immunological tests have been the most common method used in HB diagnosis, but molecular methods based on quantitative polymerase chain reaction (qPCR) have largely replaced these diagnostic methods. The aim of this study was to validate a HB diagnostic qPCR method; assessing different target Brucella genes, and the influence of biological matrices (serum vs. whole blood) on analytical parameters. MATERIAL AND METHODS Two target genes, IS711 and bcsp31, for HB molecular diagnosis were evaluated, together with biological matrix type (whole blood and serum) using samples spiked with Brucella abortus. In addition, diagnostic parameters of this qPCR method were evaluated in paired whole blood and serum samples from patients with suspected HB. RESULTS Both genes could be potential diagnostic targets, but IS711 showed a lower limit of detection. In spiked matrix experiments, whole blood showed a lower limit of detection than serum after probit regression (224 vs. 3681 CFU/mL) and ANOVA analysis showed a significant (p < 0.001) difference between the Cq of whole blood at all dilutions and that of serum. In 12 paired clinical samples, no serum samples and only one whole blood sample tested positive for Brucella using this qPCR detection method. CONCLUSIONS This standardized qPCR-based Brucella detection method could improve diagnosis of HB, serving as a rapid, highly sensitive, and specific test. Whole blood is better suited to qPCR-based HB diagnosis due to the presence of higher target DNA loads in this matrix, compared to serum.
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Affiliation(s)
- Guilherme Nardi Becker
- Laboratory of Emerging Infectious Diseases, School of Medicine, Pontifícia Universidade Católica do Paraná, Curitiba, PR 80215-901, Brazil; Laboratorio Central do Estado, São Jose dos Pinhais, PR, Brazil
| | - Felipe Francisco Tuon
- Laboratory of Emerging Infectious Diseases, School of Medicine, Pontifícia Universidade Católica do Paraná, Curitiba, PR 80215-901, Brazil.
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Che LH, Qi C, Bao WG, Ji XF, Liu J, Du N, Gao L, Zhang KY, Li YX. Monitoring the course of Brucella infection with qPCR-based detection. Int J Infect Dis 2019; 89:66-71. [PMID: 31521852 DOI: 10.1016/j.ijid.2019.09.013] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2019] [Revised: 09/09/2019] [Accepted: 09/09/2019] [Indexed: 01/08/2023] Open
Abstract
OBJECTIVES To determine blood Brucella DNA loads between brucellosis patients and those without brucellosis. METHODS The patient group included 350 brucellosis patients. The control was composed of 200 subjects without brucellosis. The extracted DNA from blood was tested by quantitative polymerase chain reaction (qPCR). The cutoff value was determined by receiver operating characteristic curve analysis. A portion of the brucellosis patients were monitored by qPCR during therapy. RESULTS The detection limit of qPCR was between 1E+01cfu/μL and 1E+08cfu/μL. The standard curve R2 reached 0.998. The cutoff value was 4E+01cfu/μL, which was determined by comparison of the patient group and the control. The qPCR assay had a specificity of 100% and a sensitivity of 93.14%. The monitoring results showed that the Brucella DNA load decreased in most patients during the first 4 weeks of treatment. One patient with bad treatment compliance showed a rebound. CONCLUSIONS The qPCR results were in accordance with the course of brucellosis in the clinic. The DNA load often reflects the situation of the Brucella-infected patient. The cutoff value provides an important reference of infection. This qPCR-based method can be used to assist in the diagnosis of brucellosis and to adjust the therapy.
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Affiliation(s)
- Li-He Che
- Department of Infectious Disease, The First Hospital of Jilin University, Changchun, 130061, China
| | - Chong Qi
- Department of Translational Medicine, The First Hospital of Jilin University, Changchun, 130061, China
| | - Wan-Guo Bao
- Department of Infectious Disease, The First Hospital of Jilin University, Changchun, 130061, China
| | - Xu-Feng Ji
- Department of Clinical Laboratory, The First Hospital of Jilin University, Changchun, 130061, China
| | - Jun Liu
- Institute of Military Veterinary Science, The Academy of Military Medical Science of PLA, Changchun, 130122, China
| | - Na Du
- Department of Infectious Disease, The First Hospital of Jilin University, Changchun, 130061, China
| | - Lei Gao
- Department of Infectious Disease, The First Hospital of Jilin University, Changchun, 130061, China
| | - Kai-Yu Zhang
- Department of Infectious Disease, The First Hospital of Jilin University, Changchun, 130061, China
| | - Yu-Xiang Li
- Department of Infectious Disease, The First Hospital of Jilin University, Changchun, 130061, China.
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Optimization and validation of a real-time polymerase chain reaction protocol for the diagnosis of human brucellosis. Folia Microbiol (Praha) 2019; 65:353-361. [PMID: 31368088 DOI: 10.1007/s12223-019-00731-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2019] [Accepted: 07/10/2019] [Indexed: 01/17/2023]
Abstract
Due to limitations in commercial diagnostic methods, this study aimed to develop a reliable real-time polymerase chain reaction (Rt-PCR) assay for early diagnosis of brucellosis. Optimization of the Rt-PCR method was performed on serum samples spiked by Brucella melitensis with different densities ranging from 101 to 108 colony-forming units (cfu)/mL; each density was prepared in ten samples. The limit of detection was investigated by using Thermo DNA extraction kit with Maxima SYBR Green Rt-PCR and two TaqMan probe-based Rt-PCR protocols performed by QuantiTect and TEMPase multiplex PCR master mixes in two thermal cyclers, which were Rotor-Gene and Bio-Rad. The validation of the optimized protocol was carried on 20 brucellosis-negative samples and 20 samples spiked with B. melitensis by using a combination of Thermo DNA extraction kit with TEMPase PCR master mix. SYBR Green Rt-PCR yielded positive results on all samples having ≥ 104 cfu/mL of B. melitensis in both thermal cyclers. Its limit of detection was 112 DNA copies per reaction. The positivity of both probe-based Rt-PCR protocols was 100% and 80% on the samples having 103 cfu/mL and 102 cfu/mL of B. melitensis, respectively. The limit of detection of probe-based protocols was defined as 4 DNA copies per reaction. The optimized Rt-PCR protocol showed high-level accuracy, precision, specificity, and sensitivity, each having a rate of 100%. The current study indicated that the TaqMan probe-based Rt-PCR protocol optimized and validated with serum samples can be reliably used for early diagnosis of brucellosis.
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Commensal Escherichia coli Aggravates Acute Necrotizing Pancreatitis through Targeting of Intestinal Epithelial Cells. Appl Environ Microbiol 2019; 85:AEM.00059-19. [PMID: 30979838 DOI: 10.1128/aem.00059-19] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2019] [Accepted: 04/04/2019] [Indexed: 12/14/2022] Open
Abstract
An increase of Escherichia-Shigella was previously reported in acute necrotizing pancreatitis (ANP). We investigated whether Escherichia coli MG1655, an Escherichia commensal organism, increased intestinal injury and aggravated ANP in rats. ANP was induced by retrograde injection of 3.5% sodium taurocholate into the biliopancreatic duct. Using gut microbiota-depleted rats, we demonstrated that gut microbiota was involved in the pancreatic injury and intestinal barrier dysfunction in ANP. Using 16S rRNA gene sequencing and quantitative PCR, we found intestinal dysbiosis and a significant increase of E. coli MG1655 in ANP. Afterward, administration of E. coli MG1655 by gavage to gut microbiota-depleted rats with ANP was performed. We observed that after ANP induction, E. coli MG1655-monocolonized rats presented more severe injury in the pancreas and intestinal barrier function than gut microbiota-depleted rats. Furthermore, Toll-like receptor 4 (TLR4)/MyD88/p38 mitogen-activated protein (MAPK) and endoplasmic reticulum stress (ERS) activation in intestinal epithelial cells were also increased more significantly in the MG1655-monocolonized ANP rats. In vitro, the rat ileal epithelial cell line IEC-18 displayed aggravated tumor necrosis factor alpha-induced inflammation and loss of tight-junction proteins in coculture with E. coli MG1655, as well as TLR4, MyD88, and Bip upregulation. In conclusion, our study shows that commensal E. coli MG1655 increases TLR4/MyD88/p38 MAPK and ERS signaling-induced intestinal epithelial injury and aggravates ANP in rats. Our study also describes the harmful potential of commensal E. coli in ANP.IMPORTANCE This study describes the harmful potential of commensal E. coli in ANP, which has not been demonstrated in previous studies. Our work provides new insights into gut bacterium-ANP cross talk, suggesting that nonpathogenic commensals could also exhibit adverse effects in the context of diseases.
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