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Li Y, Yan F, Xiang J, Wang W, Xie K, Luo L. Identification and experimental validation of immune-related gene PPARG is involved in ulcerative colitis. Biochim Biophys Acta Mol Basis Dis 2024; 1870:167300. [PMID: 38880160 DOI: 10.1016/j.bbadis.2024.167300] [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: 02/23/2024] [Revised: 04/30/2024] [Accepted: 06/06/2024] [Indexed: 06/18/2024]
Abstract
BACKGROUND The pathophysiology of ulcerative colitis (UC) is believed to be heavily influenced by immunology, which presents challenges for both diagnosis and treatment. The main aims of this study are to deepen our understanding of the immunological characteristics associated with the disease and to identify valuable biomarkers for diagnosis and treatment. METHODS The UC datasets were sourced from the GEO database and were analyzed using unsupervised clustering to identify different subtypes of UC. Twelve machine learning algorithms and Deep learning model DNN were developed to identify potential UC biomarkers, with the LIME and SHAP methods used to explain the models' findings. PPI network is used to verify the identified key biomarkers, and then a network connecting super enhancers, transcription factors and genes is constructed. Single-cell sequencing technology was utilized to investigate the role of Peroxisome Proliferator Activated Receptor Gamma (PPARG) in UC and its correlation with macrophage infiltration. Furthermore, alterations in PPARG expression were validated through Western blot (WB) and immunohistochemistry (IHC) in both in vitro and in vivo experiments. RESULT By utilizing bioinformatics techniques, we were able to pinpoint PPARG as a key biomarker for UC. The expression of PPARG was significantly reduced in cell models, UC animal models, and colitis models induced by dextran sodium sulfate (DSS). Interestingly, overexpression of PPARG was able to restore intestinal barrier function in H2O2-induced IEC-6 cells. Additionally, immune-related differentially expressed genes (DEGs) allowed for efficient classification of UC samples into neutrophil and mitochondrial metabolic subtypes. A diagnostic model incorporating the three disease-specific genes PPARG, PLA2G2A, and IDO1 demonstrated high accuracy in distinguishing between the UC group and the control group. Furthermore, single-cell analysis revealed that decreased PPARG expression in colon tissue may contribute to the polarization of M1 macrophages through activation of inflammatory pathways. CONCLUSION In conclusion, PPARG, a gene related to immunity, has been established as a reliable potential biomarker for the diagnosis and treatment of UC. The immune response it controls plays a key role in the progression and development of UC by enabling interaction between characteristic biomarkers and immune infiltrating cells.
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Affiliation(s)
- Yang Li
- The First Clinical College, Guangdong Medical University, Zhanjiang, 524023, Guangdong, China
| | - Fangfang Yan
- The First Clinical College, Guangdong Medical University, Zhanjiang, 524023, Guangdong, China
| | - Jing Xiang
- The Marine Biomedical Research Institute of Guangdong Zhanjiang, School of Ocean and Tropical Medicine, Guangdong Medical University, Zhanjiang, Guangdong 524023, China
| | - Wenjian Wang
- The Marine Biomedical Research Institute of Guangdong Zhanjiang, School of Ocean and Tropical Medicine, Guangdong Medical University, Zhanjiang, Guangdong 524023, China
| | - Kangping Xie
- The First Clinical College, Guangdong Medical University, Zhanjiang, 524023, Guangdong, China
| | - Lianxiang Luo
- The Marine Biomedical Research Institute of Guangdong Zhanjiang, School of Ocean and Tropical Medicine, Guangdong Medical University, Zhanjiang, Guangdong 524023, China.
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Giada A, Giulia G, Paola S, Silvia F. Characterization of prokineticin system in Crohn's disease pathophysiology and pain, and its modulation by alcohol abuse: A preclinical study. Biochim Biophys Acta Mol Basis Dis 2023:166791. [PMID: 37336367 DOI: 10.1016/j.bbadis.2023.166791] [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: 04/04/2023] [Revised: 05/21/2023] [Accepted: 06/14/2023] [Indexed: 06/21/2023]
Abstract
BACKGROUND Crohn's disease-(CD) pathogenesis is still unknown and chronic pain is a frequent symptom in CD-patients. Identifying novel therapeutic targets and predisposing factors is a primary goal. In this regard, prokineticin system-(PKS) appears a promising target. AIMS AND METHODS TNBS-model was used. DAI, abdominal and visceral pain, and muscle strength were monitored. CD-mice were sacrificed at two times (day 7 and 14 after TNBS) in order to identify PKS involvement in CD pathophysiology and pain. PKS characterization was performed in mesenteric lymph nodes-(MLN), colon, myenteric plexus-(MP), dorsal root ganglia-(DRGs) and spinal cord-(SC). Inflammation/neuroinflammation was also assessed in the same tissues. In order to evaluate alcohol abuse as a possible trigger for CD and its effect on PKS activation, naïve mice were administered (oral-gavage) with ethanol for 10 consecutive days. PKS as well as inflammation/neuroinflammation were evaluated in MLN, colon and MP. RESULTS TNBS treated-mice showed a rapid increase in DAI, abdominal/visceral hypersensitivity and a progressive strength loss. In all tissue analysed of CD-mice, a quick and significant increase of mRNA of PKs and PKRs was observed, associated with an increase of pro-inflammatory cytokines (IL-1β, IL-6 and TNFα) and macrophage/glia markers (iba1, CD11b and GFAP) levels. In alcohol abuse model, ethanol induced in colon and MP a significant PKS activation accompanied by inflammation/neuroinflammation. CONCLUSIONS We can assume that PKS may be involved in CD development and pain. Furthermore, alcohol appears to activate PKS and may be a trigger factor for CD.
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Affiliation(s)
- Amodeo Giada
- Dipartimento di Scienze Farmacologiche e Biomolecolari "Rodolfo Paoletti", University of Milan, Milan, Via Vanvitelli 32, 20129 Milano, Italy.
| | - Galimberti Giulia
- Dipartimento di Scienze Farmacologiche e Biomolecolari "Rodolfo Paoletti", University of Milan, Milan, Via Vanvitelli 32, 20129 Milano, Italy
| | - Sacerdote Paola
- Dipartimento di Scienze Farmacologiche e Biomolecolari "Rodolfo Paoletti", University of Milan, Milan, Via Vanvitelli 32, 20129 Milano, Italy
| | - Franchi Silvia
- Dipartimento di Scienze Farmacologiche e Biomolecolari "Rodolfo Paoletti", University of Milan, Milan, Via Vanvitelli 32, 20129 Milano, Italy
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Inflammatory Bowel Disease and Primary Sclerosing Cholangitis in a Pediatric Patient With Neurofibromatosis Type 1. ACG Case Rep J 2021; 8:e00605. [PMID: 34007861 PMCID: PMC8126552 DOI: 10.14309/crj.0000000000000605] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2020] [Accepted: 02/23/2021] [Indexed: 12/03/2022] Open
Abstract
We describe a case of a 15-year-old adolescent boy with neurofibromatosis type 1 who presented with inflammatory bowel disease and primary sclerosing cholangitis. The literature available on the association of neurofibromatosis type 1 with inflammatory bowel disease is limited to 7 clinical case reports, and none had comorbid primary sclerosing cholangitis. We present a review of the published literature on this rare association and add the findings of our patient.
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Li X, Lee EJ, Gawel DR, Lilja S, Schäfer S, Zhang H, Benson M. Meta-Analysis of Expression Profiling Data Indicates Need for Combinatorial Biomarkers in Pediatric Ulcerative Colitis. J Immunol Res 2020; 2020:8279619. [PMID: 32411805 PMCID: PMC7204128 DOI: 10.1155/2020/8279619] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2019] [Accepted: 01/02/2020] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND Unbiased studies using different genome-wide methods have identified a great number of candidate biomarkers for diagnosis and treatment response in pediatric ulcerative colitis (UC). However, clinical translation has been proven difficult. Here, we hypothesized that one reason could be differences between inflammatory responses in an inflamed gut and in peripheral blood cells. METHODS We performed meta-analysis of gene expression microarray data from intestinal biopsies and whole blood cells (WBC) from pediatric patients with UC and healthy controls in order to identify overlapping pathways, predicted upstream regulators, and potential biomarkers. RESULTS Analyses of profiling datasets from colonic biopsies showed good agreement between different studies regarding pathways and predicted upstream regulators. The most activated predicted upstream regulators included TNF, which is known to have a key pathogenic and therapeutic role in pediatric UC. Despite this, the expression levels of TNF were increased in neither colonic biopsies nor WBC. A potential explanation was increased expression of TNFR2, one of the membrane-bound receptors of TNF in the inflamed colon. Further analyses showed a similar pattern of complex relations between the expression levels of the regulators and their receptors. We also found limited overlap between pathways and predicted upstream regulators in colonic biopsies and WBC. An extended search including all differentially expressed genes that overlapped between colonic biopsies and WBC only resulted in identification of three potential biomarkers involved in the regulation of intestinal inflammation. However, two had been previously proposed in adult inflammatory bowel diseases (IBD), namely, MMP9 and PROK2. CONCLUSIONS Our findings indicate that biomarker identification in pediatric UC is complicated by the involvement of multiple pathways, each of which includes many different types of genes in the blood or inflamed intestine. Therefore, further studies for identification of combinatorial biomarkers are warranted. Our study may provide candidate biomarkers for such studies.
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Affiliation(s)
- Xinxiu Li
- Centre for Personalized Medicine, Linköping University, Linköping, Sweden
| | - Eun Jung Lee
- Centre for Personalized Medicine, Linköping University, Linköping, Sweden
- Department of Otorhinolaryngology, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Danuta R. Gawel
- Centre for Personalized Medicine, Linköping University, Linköping, Sweden
| | - Sandra Lilja
- Centre for Personalized Medicine, Linköping University, Linköping, Sweden
| | - Samuel Schäfer
- Centre for Personalized Medicine, Linköping University, Linköping, Sweden
| | - Huan Zhang
- Centre for Personalized Medicine, Linköping University, Linköping, Sweden
- Crown Princess Victoria Children's Hospital, Linköping University Hospital, Sweden
| | - Mikael Benson
- Centre for Personalized Medicine, Linköping University, Linköping, Sweden
- Crown Princess Victoria Children's Hospital, Linköping University Hospital, Sweden
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Sundal C, Axelsson M, Wiklund L, Lindberg C, Andersen O. A SCA7 premutation may be a novel Mendelian modifier of MS course: A case report. Mult Scler Relat Disord 2019; 31:148-150. [PMID: 30999137 DOI: 10.1016/j.msard.2019.04.009] [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: 09/08/2018] [Revised: 03/28/2019] [Accepted: 04/10/2019] [Indexed: 11/25/2022]
Abstract
A proportion of patients with the phenotype of complex genetic disorders carry dominantly inherited Mendelian traits, exemplified by hereditary spastic paraparesis influencing pyramidal symptoms in some MS cases. We here describe a mutable ATXN7 gene, a SCA7 premutation, in a patient fulfilling contemporary definitions of primary progressive MS. His onset age, and onset with a severely progressive cerebellar ataxia syndrome, was outside the reported range of symptoms in a representative MS material. We suggest that an ATXN7 premutation is a novel genetic modifier of the course of MS.
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Affiliation(s)
- Christina Sundal
- Department of Clinical Neuroscience, Institute of Neuroscience and Physiology, The Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Markus Axelsson
- Department of Clinical Neuroscience, Institute of Neuroscience and Physiology, The Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Leif Wiklund
- Neurology Unit, Department of Medicine, Sunderby Hospital, Luleå, Sweden
| | - Christopher Lindberg
- Department of Clinical Neuroscience, Institute of Neuroscience and Physiology, The Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden; Department of Clinical Genetics, The Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Oluf Andersen
- Department of Clinical Neuroscience, Institute of Neuroscience and Physiology, The Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden.
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Uhlig HH. Mendelian Diseases and Inflammatory Bowel Disease-Data Mining for Genetic Risk and Disease-Associated Confounders. Inflamm Bowel Dis 2018; 24:467-470. [PMID: 29462400 DOI: 10.1093/ibd/izx090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Affiliation(s)
- Holm H Uhlig
- Translational Gastroenterology Unit, Experimental Medicine and Department of Paediatrics, University of Oxford, John Radcliffe Hospital Oxford, UK
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