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Lin Y, Liu J, Chen S, Wu Q, Shen F, Gan L. PRF1 as a prognostic gene for lymphatic metastasis in skin melanoma. Biochem Biophys Res Commun 2024; 734:150338. [PMID: 39083978 DOI: 10.1016/j.bbrc.2024.150338] [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: 04/30/2024] [Revised: 06/14/2024] [Accepted: 07/01/2024] [Indexed: 08/02/2024]
Abstract
BACKGROUND Melanoma is a highly aggressive tumor, predominantly found in the skin, recognized as skin cutaneous melanoma (SKCM). Lymph node metastasis is commonly used as the route of metastasis in SKCM, necessitating the discovery of prognostic genes associated with this process for improved prognosis. METHODS The prognostic significance of lymph node metastasis in SKCM was assessed through Kaplan-Meier analysis in SEER and TCGA-SKCM datasets. Prognostic genes were identified and a prognostic risk model was constructed Enrichment analysis and immune cell infiltration analysis were also carried out.Moreover, a validation in vitro and in vivo were conducted by CCK8,flow cytometry, transwell and animal study. RESULTS The Kaplan-Meier survival curve revealed that patients with lymph node metastasis had a worse prognosis compared to those without. FCGR3B and PRF1 were screened by TCGA analysis.Additionally, significant differences in nine immune cell types were observed between the two risk groups. Notably, a strong positive association with CD8 T cells and a negative relationship with M2 macrophages were exhibited by PRF1. The validation of our nomogram were conducted in vitro and in vivo, and the results showed the correlations between CD8+ T cell and PRF1. CONCLUSION In summary, two prognostic genes (FCGR3B and PRF1) were identified, and a prognostic risk model was developed for SKCM. These findings provide a novel approach for the diagnosis and treatment of SKCM.
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Affiliation(s)
- Yufu Lin
- Department of Oncology, Zhongshan Hospital (Xiamen), Fudan University, Xiamen, China; Clinical Research Center for Precision Medicine of Abdominal Tumor of Fujian Province, China
| | - Jia Liu
- Department of General Practice, Zhongshan Hospital (Xiamen), Fudan University, China
| | - Shaozhuang Chen
- Department of Integrated Traditional Chinese and Western Medicine, Zhongshan Hospital (Xiamen), Fudan University, China
| | - Qiqiao Wu
- Clinical Research Center for Precision Medicine of Abdominal Tumor of Fujian Province, China; Department of Pharmacy, Zhongshan Hospital (Xiamen), Fudan University, China; Department of Radiation Oncology, Zhongshan Hospital (Xiamen), Fudan University, China
| | - Feng Shen
- Department of Oncology, Zhongshan Hospital (Xiamen), Fudan University, Xiamen, China; Clinical Research Center for Precision Medicine of Abdominal Tumor of Fujian Province, China; Department of Medical Oncology, Zhongshan Hospital, Fudan University, Shanghai, China.
| | - Lu Gan
- Department of Oncology, Zhongshan Hospital (Xiamen), Fudan University, Xiamen, China; Clinical Research Center for Precision Medicine of Abdominal Tumor of Fujian Province, China; Department of Medical Oncology, Zhongshan Hospital, Fudan University, Shanghai, China.
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2
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Muthaffar OY, Alazhary NW, Alyazidi AS, Alsubaie MA, Bahowarth SY, Odeh NB, Bamaga AK. Clinical description and evaluation of 30 pediatric patients with ultra-rare diseases: A multicenter study with real-world data from Saudi Arabia. PLoS One 2024; 19:e0307454. [PMID: 39024300 PMCID: PMC11257271 DOI: 10.1371/journal.pone.0307454] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2024] [Accepted: 07/04/2024] [Indexed: 07/20/2024] Open
Abstract
BACKGROUND With the advancement of next-generation sequencing, clinicians are now able to detect ultra-rare mutations that are barely encountered by the majority of physicians. Ultra-rare and rare diseases cumulatively acquire a prevalence equivalent to type 2 diabetes with 80% being genetic in origin and more prevalent among high consanguinity communities including Saudi Arabia. The challenge of these diseases is the ability to predict their prevalence and define clear phenotypic features. METHODS This is a non-interventional retrospective multicenter study. We included pediatric patients with a pathogenic variant designated as ultra-rare according to the National Institute for Clinical Excellence's criteria. Demographic, clinical, laboratory, and radiological data of all patients were collected and analyzed using multinomial regression models. RESULTS We included 30 patients. Their mean age of diagnosis was 16.77 months (range 3-96 months) and their current age was 8.83 years (range = 2-15 years). Eleven patients were females and 19 were males. The majority were of Arab ethnicity (96.77%). Twelve patients were West-Saudis and 8 patients were South-Saudis. SCN1A mutation was reported among 19 patients. Other mutations included SZT2, ROGDI, PRF1, ATP1A3, and SHANK3. The heterozygous mutation was reported among 67.86%. Twenty-nine patients experienced seizures with GTC being the most frequently reported semiology. The mean response to ASMs was 45.50% (range 0-100%). CONCLUSION The results suggest that ultra-rare diseases must be viewed as a distinct category from rare diseases with potential demographic and clinical hallmarks. Additional objective and descriptive criteria to detect such cases are needed.
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Affiliation(s)
- Osama Y. Muthaffar
- Department of Pediatric, Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Noura W. Alazhary
- Department of General Pediatric, Dr. Soliman Fakeeh Hospital, Jeddah, Saudi Arabia
| | - Anas S. Alyazidi
- Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
| | | | | | - Nour B. Odeh
- College of Medicine, Alfaisal University, Riyadh, Saudi Arabia
| | - Ahmed K. Bamaga
- Department of Pediatric, Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
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3
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Zoledziewska M. Is Epstein Barr virus latency protective against type 1 diabetes? Med Hypotheses 2024; 185:111314. [PMID: 38800669 PMCID: PMC11113069 DOI: 10.1016/j.mehy.2024.111314] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/29/2024]
Affiliation(s)
- Magdalena Zoledziewska
- Institute of Genetic and Biomedical Research (IRGB), Italian National Research Council (CNR), Monserrato 09042, Sardinia, Italy
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4
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Hu LY, Wan L, Wang QH, Shi XY, Meng Y, Yang XF, Yang G, Zou LP. Case Report: Chronic inflammatory demyelinating polyradiculoneuropathy rather than hemophagocytic lymphohistiocytosis-the initial phenotype of PRF1 gene mutation. Front Immunol 2023; 14:1306338. [PMID: 38149249 PMCID: PMC10750348 DOI: 10.3389/fimmu.2023.1306338] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2023] [Accepted: 11/21/2023] [Indexed: 12/28/2023] Open
Abstract
Perforin is essentially involved in the granule-dependent killing activities of cytotoxic T lymphocytes and NK cells. Monoallelic PRF1 mutation increases the risk of autoimmune diseases, and biallelic PRF1 mutation causes familial hemophagocytic lymphohistiocytosis-2. Here, we report a case of a 12-year-old girl with chronic inflammatory demyelinating polyradiculoneuropathy (CIDP), followed by a rapidly progressive onset of hemophagocytic lymphohistiocytosis (HLH) 9 months later, alongside manifestations of demyelinating encephalopathy. Genetic sequencing revealed a heterozygous nonsense mutation in the PRF1 gene (c.984G>A; p.W328*) and a heterozygous missense mutation in the PRF1 gene (c.1349C>T; p.T450M). Eventually, she died because of no suitable allogeneic hematopoietic stem cell available in time. Our observations suggest that CIPD might represent the initial phenotype of biallelic PRF1 mutation and could serve as an early sign of subsequent HLH. A comprehensive understanding of this condition is paramount for timely diagnosis, treatment, and ultimately improved patient outcomes.
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Affiliation(s)
- Lin-Yan Hu
- Senior Department of Pediatrics, The Seventh Medical Center of Chinese People's Liberation Army General Hospital, Beijing, China
- Department of Pediatrics, The First Medical Centre, Chinese People's Liberation Army General Hospital, Beijing, China
| | - Lin Wan
- Senior Department of Pediatrics, The Seventh Medical Center of Chinese People's Liberation Army General Hospital, Beijing, China
- Department of Pediatrics, The First Medical Centre, Chinese People's Liberation Army General Hospital, Beijing, China
| | - Qiu-Hong Wang
- Senior Department of Pediatrics, The Seventh Medical Center of Chinese People's Liberation Army General Hospital, Beijing, China
- Department of Pediatrics, The First Medical Centre, Chinese People's Liberation Army General Hospital, Beijing, China
- Graduate School, Medical School of Chinese People's Liberation Army, Beijing, China
| | - Xiu-Yu Shi
- Senior Department of Pediatrics, The Seventh Medical Center of Chinese People's Liberation Army General Hospital, Beijing, China
- Department of Pediatrics, The First Medical Centre, Chinese People's Liberation Army General Hospital, Beijing, China
| | - Yan Meng
- Senior Department of Pediatrics, The Seventh Medical Center of Chinese People's Liberation Army General Hospital, Beijing, China
- Department of Pediatrics, The First Medical Centre, Chinese People's Liberation Army General Hospital, Beijing, China
| | - Xiao-Fan Yang
- Department of Pediatrics, Shandong University Qilu Hospital, Jinan, Shandong, China
| | - Guang Yang
- Senior Department of Pediatrics, The Seventh Medical Center of Chinese People's Liberation Army General Hospital, Beijing, China
- Department of Pediatrics, The First Medical Centre, Chinese People's Liberation Army General Hospital, Beijing, China
- Graduate School, Medical School of Chinese People's Liberation Army, Beijing, China
| | - Li-Ping Zou
- Senior Department of Pediatrics, The Seventh Medical Center of Chinese People's Liberation Army General Hospital, Beijing, China
- Department of Pediatrics, The First Medical Centre, Chinese People's Liberation Army General Hospital, Beijing, China
- Graduate School, Medical School of Chinese People's Liberation Army, Beijing, China
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5
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Zhang L, Dong C, Wu Q, Li Y, Feng L, Xing Y, Dong Y, Liu L, Li X, Huo R, Dong Y, Cheng E, Ge X, Xinrui T. Repeated pulmonary nodules as the primary symptom of familial hemophagocytic lymphohistiocytosis in adults: a case report and review. J Int Med Res 2023; 51:3000605231199019. [PMID: 37756585 PMCID: PMC10683577 DOI: 10.1177/03000605231199019] [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: 03/31/2023] [Accepted: 08/11/2023] [Indexed: 09/29/2023] Open
Abstract
Pulmonary nodules are usually considered to be associated with malignant tumors and benign lesions, such as granuloma, pulmonary lymph nodes, fibrosis, and inflammatory lesions. Clinical cases of pulmonary nodules associated with hemophagocytic lymphohistiocytosis have rarely been reported. Therefore, when patients develop pulmonary nodules, the possibility of developing hemophagocytic lymphohistiocytosis is often not considered. We report the first case of familial hemophagocytic lymphohistiocytosis with recurrent pulmonary nodules as the first symptom. Our findings will hopefully provide new ideas for the diagnosis and treatment of pulmonary nodules in the future.
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Affiliation(s)
- Lulu Zhang
- The Second Hospital of Shanxi Medical University, Taiyuan, China
| | - Chuanchuan Dong
- The Second Hospital of Shanxi Medical University, Taiyuan, China
| | - Qiannan Wu
- The Second Hospital of Shanxi Medical University, Taiyuan, China
| | - Yupeng Li
- The Second Hospital of Shanxi Medical University, Taiyuan, China
| | - Liting Feng
- The Second Hospital of Shanxi Medical University, Taiyuan, China
| | - Yanqing Xing
- The Second Hospital of Shanxi Medical University, Taiyuan, China
| | | | - Le Liu
- The Second Hospital of Shanxi Medical University, Taiyuan, China
| | - Xiaohui Li
- The Second Hospital of Shanxi Medical University, Taiyuan, China
| | - Rujie Huo
- The Second Hospital of Shanxi Medical University, Taiyuan, China
| | - Yanting Dong
- The Second Hospital of Shanxi Medical University, Taiyuan, China
| | - Erjing Cheng
- The Second Hospital of Shanxi Medical University, Taiyuan, China
| | - Xiaoyan Ge
- The Second Hospital of Shanxi Medical University, Taiyuan, China
| | - Tian Xinrui
- The Second Hospital of Shanxi Medical University, Taiyuan, China
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6
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Zhang Z, Gao J, Yu J, Zhang N, Fu Y, Jiang X, Wang X, Song J, Wen Z. Transcriptome analysis of novel macrophage M1-related biomarkers and potential therapeutic agents in ischemia-reperfusion injury after lung transplantation based on the WGCNA and CIBERSORT algorithms. Transpl Immunol 2023; 79:101860. [PMID: 37230395 DOI: 10.1016/j.trim.2023.101860] [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: 02/13/2023] [Revised: 05/05/2023] [Accepted: 05/20/2023] [Indexed: 05/27/2023]
Abstract
Lung transplantation is the last effective treatment for end-stage respiratory failure, however, with ischemia-reperfusion injury (IRI) inevitably occurring in postoperative period. IRI is the major pathophysiologic mechanism of primary graft dysfunction, a severe complication that contributes to prolonged length of stay and overall mortality. The understanding of pathophysiology and etiology remain limited and the underlying molecular mechanism, as well as novel diagnostic biomarkers and therapeutic targets, urgently require exploration. Excessive uncontrolled inflammatory response is the core mechanism of IRI. In this research, a weighted gene co-expression network was established using the CIBERSORT and WGCNA algorithms in order to identify macrophage-related hub genes based on the data downloaded from the GEO database (GSE127003, GSE18995). 692 differentially expressed genes (DEGs) in reperfused lung allografts were identified, with three genes recognized as being related to M1 macrophages and validated as differentially expressed using GSE18995 dataset. Of these putative novel biomarker genes, TCRα subunit constant gene (TRAC) were downregulated, while Perforin-1 (PRF1) and Granzyme B (GZMB) were upregulated in reperfused vs. ischemic lung allografts. Furthermore, we obtained 189 potentially therapeutic small molecules for IRI after lung transplantation from the CMap database among which PD-98059 was the top molecule with the highest absolute correlated connectivity score (CS). Our study provides the novel insights into the impact of immune cells on the etiology of IRI and potential targets for therapeutic intervention. Nevertheless, further investigation of these key genes and therapeutic drugs is needed to validate their effects.
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Affiliation(s)
- Zhiyuan Zhang
- Department of Anesthesiology, Shanghai Pulmonary Hospital, Tongji University School of Medicine, 507 Zhengmin Road, Shanghai 200433, People's Republic of China
| | - Jiameng Gao
- Department of Anesthesiology, Shanghai Pulmonary Hospital, Tongji University School of Medicine, 507 Zhengmin Road, Shanghai 200433, People's Republic of China
| | - Jing Yu
- Department of Anesthesiology, Shanghai Pulmonary Hospital, Tongji University School of Medicine, 507 Zhengmin Road, Shanghai 200433, People's Republic of China
| | - Nan Zhang
- Department of Anesthesiology, Shanghai Pulmonary Hospital, Tongji University School of Medicine, 507 Zhengmin Road, Shanghai 200433, People's Republic of China
| | - Yu Fu
- Department of Anesthesiology, Shanghai Pulmonary Hospital, Tongji University School of Medicine, 507 Zhengmin Road, Shanghai 200433, People's Republic of China
| | - Xuemei Jiang
- Department of Anesthesiology, Shanghai Pulmonary Hospital, Tongji University School of Medicine, 507 Zhengmin Road, Shanghai 200433, People's Republic of China
| | - Xingan Wang
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Jiong Song
- Department of Anesthesiology, Shanghai Pulmonary Hospital, Tongji University School of Medicine, 507 Zhengmin Road, Shanghai 200433, People's Republic of China.
| | - Zongmei Wen
- Department of Anesthesiology, Shanghai Pulmonary Hospital, Tongji University School of Medicine, 507 Zhengmin Road, Shanghai 200433, People's Republic of China.
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7
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Aloisi F, Giovannoni G, Salvetti M. Epstein-Barr virus as a cause of multiple sclerosis: opportunities for prevention and therapy. Lancet Neurol 2023; 22:338-349. [PMID: 36764322 DOI: 10.1016/s1474-4422(22)00471-9] [Citation(s) in RCA: 34] [Impact Index Per Article: 34.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Revised: 10/27/2022] [Accepted: 11/04/2022] [Indexed: 02/10/2023]
Abstract
Multiple sclerosis is a chronic inflammatory disease of the CNS that results from the interplay between heritable and environmental factors. Mounting evidence from different fields of research supports the pivotal role of the Epstein-Barr virus (EBV) in the development of multiple sclerosis. However, translating this knowledge into clinically actionable information requires a better understanding of the mechanisms linking EBV to pathophysiology. Ongoing research is trying to clarify whether EBV causes neuroinflammation via autoimmunity or antiviral immunity, and if the interaction of EBV with genetic susceptibility to multiple sclerosis can explain why a ubiquitous virus promotes immune dysfunction in susceptible individuals. If EBV also has a role in driving disease activity, the characterisation of this role will help diagnosis, prognosis, and treatment in people with multiple sclerosis. Ongoing clinical trials targeting EBV and new anti-EBV vaccines provide hope for future treatments and preventive interventions.
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Affiliation(s)
- Francesca Aloisi
- Department of Neuroscience, Istituto Superiore di Sanità, Rome, Italy.
| | - Gavin Giovannoni
- Preventive Neurology Unit, Wolfson Institute of Preventive Medicine and Blizard Institute, Queen Mary University, London, UK
| | - Marco Salvetti
- Department of Neurosciences, Mental Health and Sensory Organs, Sapienza University of Rome, Rome, Italy; IRCCS Neuromed, Pozzilli, Italy
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8
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Wang C, Zhao X, Zhang H, Bing Z, Wu Y, Li R, Yang Y, Yang K. Comprehensive analysis of immune-related genes associated with the microenvironment of patients with unexplained infertility. ANNALS OF TRANSLATIONAL MEDICINE 2023; 11:84. [PMID: 36819496 PMCID: PMC9929778 DOI: 10.21037/atm-22-5810] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Accepted: 01/07/2023] [Indexed: 01/30/2023]
Abstract
Background Disturbances in immunological responses and modulation lead to implantation and pregnancy failure and might be involved in the pathogenesis of infertility. This project aimed to screen and identify immune-related genes as potential biomarkers for treatment. Methods Gene expression profiles were obtained from Gene Expression Omnibus (GEO) databases. Differentially expressed genes (DEGs) were screened using GEO 2R to explore potential biomarkers. Protein-protein interaction (PPI) network analysis and functional enrichment analysis were applied to explore possible mechanisms. The deconvolution algorithm [referred to as Cell-type Identification by Estimating Relative Subsets of RNA Transcripts (CIBERSORT)] was employed to assess tissue-infiltrating immune cells. Western blot analysis and immunohistochemistry (IHC) were conducted for determination of protein levels. Results In this research, we identified 24 candidate immune-related DEGs via combined DEGs and functional analysis. We also found that the ratio of M0 macrophages and resting mast cells was higher in infertile group (P<0.05), whereas the amounts of activated natural killer (NK) cells was significantly lower compared with the control group (P<0.05). Furthermore, we evaluated the relationship between immune cells and candidate genes and found that 17 genes were related to M0 macrophages, resting mast cells, or activated NK cells. The genes CD40, PRF1, and EDN3 were chosen based on validation from independent datasets. Finally, our clinical samples confirmed the expression of the 3 genes. Conclusions The study recognized 3 genes that are signatures and could be potential biomarkers for unexplained infertility. These genes might guide the immunotherapy of these patients and become new treatment targets.
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Affiliation(s)
- Caiyun Wang
- The First Clinical Medical College of Lanzhou University, Lanzhou, China;,Department of Obstetrics and Gynecology, The First Hospital of Lanzhou University, Lanzhou, China;,Evidence-Based Medicine Center, School of Basic Medical Sciences, Lanzhou University, Lanzhou, China;,Key Laboratory of Evidence-Based Medicine and Knowledge Translation of Gansu Province, Lanzhou, China
| | - Xiaodong Zhao
- The First Clinical Medical College of Lanzhou University, Lanzhou, China;,Reproductive Medicine Center of The First Hospital of Lanzhou University, Lanzhou, China
| | - Haibin Zhang
- The First Clinical Medical College of Lanzhou University, Lanzhou, China;,Department of Obstetrics and Gynecology, The Second Hospital of Lanzhou University, Lanzhou, China
| | - Zhitong Bing
- Evidence-Based Medicine Center, School of Basic Medical Sciences, Lanzhou University, Lanzhou, China;,Department of Computational Physics, Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, China
| | - Yu Wu
- The First Clinical Medical College of Lanzhou University, Lanzhou, China;,Department of Obstetrics and Gynecology, The First Hospital of Lanzhou University, Lanzhou, China
| | - Rui Li
- Evidence-Based Medicine Center, School of Basic Medical Sciences, Lanzhou University, Lanzhou, China;,Key Laboratory of Evidence-Based Medicine and Knowledge Translation of Gansu Province, Lanzhou, China;,Evidence-Based Social Science Research Center, School of Public Health, Lanzhou University, Lanzhou, China
| | - Yongxiu Yang
- The First Clinical Medical College of Lanzhou University, Lanzhou, China;,Department of Obstetrics and Gynecology, The First Hospital of Lanzhou University, Lanzhou, China
| | - Kehu Yang
- The First Clinical Medical College of Lanzhou University, Lanzhou, China;,Evidence-Based Medicine Center, School of Basic Medical Sciences, Lanzhou University, Lanzhou, China;,Key Laboratory of Evidence-Based Medicine and Knowledge Translation of Gansu Province, Lanzhou, China;,Department of Computational Physics, Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, China
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9
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Jiang Y, Dai S, Jia L, Qin L, Zhang M, Liu H, Wang X, Pang R, Zhang J, Peng G, Li W. Single-cell transcriptomics reveals cell type-specific immune regulation associated with anti-NMDA receptor encephalitis in humans. Front Immunol 2022; 13:1075675. [PMID: 36544777 PMCID: PMC9762154 DOI: 10.3389/fimmu.2022.1075675] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2022] [Accepted: 11/22/2022] [Indexed: 12/05/2022] Open
Abstract
Introduction Anti-N-methyl-D-aspartate receptor encephalitis (anti-NMDARE) is a rare autoimmune disease, and the peripheral immune characteristics associated with anti-NMDARE antibodies remain unclear. Methods Herein, we characterized peripheral blood mononuclear cells from patients with anti-NMDARE and healthy individuals by single-cell RNA sequencing (scRNA-seq). Results The transcriptional profiles of 129,217 cells were assessed, and 21 major cell clusters were identified. B-cell activation and differentiation, plasma cell expansion, and excessive inflammatory responses in innate immunity were all identified. Patients with anti-NMDARE showed higher expression levels of CXCL8, IL1B, IL6, TNF, TNFSF13, TNFSF13B, and NLRP3. We observed that anti-NMDARE patients in the acute phase expressed high levels of DC_CCR7 in human myeloid cells. Moreover, we observed that anti-NMDARE effects include oligoclonal expansions in response to immunizing agents. Strong humoral immunity and positive regulation of lymphocyte activation were observed in acute stage anti-NMDARE patients. Discussion This high-dimensional single-cell profiling of the peripheral immune microenvironment suggests that potential mechanisms are involved in the pathogenesis and recovery of anti-NMDAREs.
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Affiliation(s)
- Yushu Jiang
- Department of Neurology, Henan Joint International Research Laboratory of Accurate Diagnosis, Treatment, Research and Development, Henan Provincial People’s Hospital, People’s Hospital of Zhengzhou University, Zhengzhou, Henan, China,*Correspondence: Wei Li, ; Yushu Jiang,
| | - Shuhua Dai
- Department of Neurology, Henan Provincial People’s Hospital, Xinxiang Medical University, Zhengzhou, Henan, China
| | - Linlin Jia
- Department of Neurology, Henan Joint International Research Laboratory of Accurate Diagnosis, Treatment, Research and Development, Henan Provincial People’s Hospital, People’s Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Lingzhi Qin
- Department of Neurology, Henan Joint International Research Laboratory of Accurate Diagnosis, Treatment, Research and Development, Henan Provincial People’s Hospital, People’s Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Milan Zhang
- Department of Neurology, Henan Joint International Research Laboratory of Accurate Diagnosis, Treatment, Research and Development, Henan Provincial People’s Hospital, People’s Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Huiqin Liu
- Department of Neurology, Henan Joint International Research Laboratory of Accurate Diagnosis, Treatment, Research and Development, Henan Provincial People’s Hospital, People’s Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Xiaojuan Wang
- Department of Neurology, Henan Joint International Research Laboratory of Accurate Diagnosis, Treatment, Research and Development, Henan Provincial People’s Hospital, People’s Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Rui Pang
- Department of Neurology, Henan Joint International Research Laboratory of Accurate Diagnosis, Treatment, Research and Development, Henan Provincial People’s Hospital, People’s Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Jiewen Zhang
- Department of Neurology, Henan Joint International Research Laboratory of Accurate Diagnosis, Treatment, Research and Development, Henan Provincial People’s Hospital, People’s Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Gongxin Peng
- China Center for Bioinformatics, Institute of Basic Medical Sciences, Peking Union Medical College, Chinese Academy of Medical Sciences and School of Basic Medicine, Beijing, China
| | - Wei Li
- Department of Neurology, Henan Joint International Research Laboratory of Accurate Diagnosis, Treatment, Research and Development, Henan Provincial People’s Hospital, People’s Hospital of Zhengzhou University, Zhengzhou, Henan, China,*Correspondence: Wei Li, ; Yushu Jiang,
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10
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Zanchettin AC, Barbosa LV, Dutra AA, Prá DMM, Pereira MRC, Stocco RB, Martins APC, Vaz de Paula CB, Nagashima S, de Noronha L, Machado-Souza C. Role of Genetic Polymorphism Present in Macrophage Activation Syndrome Pathway in Post Mortem Biopsies of Patients with COVID-19. Viruses 2022; 14:v14081699. [PMID: 36016321 PMCID: PMC9415703 DOI: 10.3390/v14081699] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Revised: 07/22/2022] [Accepted: 07/28/2022] [Indexed: 11/30/2022] Open
Abstract
COVID-19 is a viral disease associated with an intense inflammatory response. Macrophage Activation Syndrome (MAS), the complication present in secondary hemophagocytic lymphohistiocytosis (sHLH), shares many clinical aspects observed in COVID-19 patients, and investigating the cytolytic function of the responsible cells for the first line of the immune response is important. Formalin-fixed paraffin-embedded lung tissue samples obtained by post mortem necropsy were accessed for three groups (COVID-19, H1N1, and CONTROL). Polymorphisms in MAS cytolytic pathway (PRF1; STX11; STXBP2; UNC13D and GZMB) were selected and genotyping by TaqMan® assays (Thermo Fisher Scientific, MA, USA) using Real-Time PCR (Applied Biosystems, MA USA). Moreover, immunohistochemistry staining was performed with a monoclonal antibody against perforin, CD8+ and CD57+ proteins. Histopathological analysis showed high perforin tissue expression in the COVID-19 group; CD8+ was high in the H1N1 group and CD57+ in the CONTROL group. An association could be observed in two genes related to the cytolytic pathway (PRF1 rs885822 G/A and STXBP2 rs2303115 G/A). Furthermore, PRF1 rs350947132 was associated with increased immune tissue expression for perforin in the COVID-19 group. The genotype approach could help identify patients that are more susceptible, and for this reason, our results showed that perforin and SNPs in the PRF1 gene can be involved in this critical pathway in the context of COVID-19.
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Affiliation(s)
- Aline Cristina Zanchettin
- Faculdades Pequeno Príncipe, Av. Iguaçu, 333, Curitiba 80230-020, Paraná, Brazil; (A.C.Z.); (L.V.B.)
- Instituto de Pesquisa Pelé Pequeno Príncipe, Av. Silva Jardim, 1632, Curitiba 80250-200, Paraná, Brazil
| | - Leonardo Vinicius Barbosa
- Faculdades Pequeno Príncipe, Av. Iguaçu, 333, Curitiba 80230-020, Paraná, Brazil; (A.C.Z.); (L.V.B.)
- Instituto de Pesquisa Pelé Pequeno Príncipe, Av. Silva Jardim, 1632, Curitiba 80250-200, Paraná, Brazil
| | - Anderson Azevedo Dutra
- School of Medicine, Pontifícia Universidade Católica do Paraná, R. Imaculada Conceição, 1155, Curitiba 80215-901, Paraná, Brazil; (A.A.D.); (D.M.M.P.); (M.R.C.P.); (R.B.S.); (A.P.C.M.); (C.B.V.d.P.); (S.N.); (L.d.N.)
| | - Daniele Margarita Marani Prá
- School of Medicine, Pontifícia Universidade Católica do Paraná, R. Imaculada Conceição, 1155, Curitiba 80215-901, Paraná, Brazil; (A.A.D.); (D.M.M.P.); (M.R.C.P.); (R.B.S.); (A.P.C.M.); (C.B.V.d.P.); (S.N.); (L.d.N.)
| | - Marcos Roberto Curcio Pereira
- School of Medicine, Pontifícia Universidade Católica do Paraná, R. Imaculada Conceição, 1155, Curitiba 80215-901, Paraná, Brazil; (A.A.D.); (D.M.M.P.); (M.R.C.P.); (R.B.S.); (A.P.C.M.); (C.B.V.d.P.); (S.N.); (L.d.N.)
| | - Rebecca Benicio Stocco
- School of Medicine, Pontifícia Universidade Católica do Paraná, R. Imaculada Conceição, 1155, Curitiba 80215-901, Paraná, Brazil; (A.A.D.); (D.M.M.P.); (M.R.C.P.); (R.B.S.); (A.P.C.M.); (C.B.V.d.P.); (S.N.); (L.d.N.)
| | - Ana Paula Camargo Martins
- School of Medicine, Pontifícia Universidade Católica do Paraná, R. Imaculada Conceição, 1155, Curitiba 80215-901, Paraná, Brazil; (A.A.D.); (D.M.M.P.); (M.R.C.P.); (R.B.S.); (A.P.C.M.); (C.B.V.d.P.); (S.N.); (L.d.N.)
| | - Caroline Busatta Vaz de Paula
- School of Medicine, Pontifícia Universidade Católica do Paraná, R. Imaculada Conceição, 1155, Curitiba 80215-901, Paraná, Brazil; (A.A.D.); (D.M.M.P.); (M.R.C.P.); (R.B.S.); (A.P.C.M.); (C.B.V.d.P.); (S.N.); (L.d.N.)
| | - Seigo Nagashima
- School of Medicine, Pontifícia Universidade Católica do Paraná, R. Imaculada Conceição, 1155, Curitiba 80215-901, Paraná, Brazil; (A.A.D.); (D.M.M.P.); (M.R.C.P.); (R.B.S.); (A.P.C.M.); (C.B.V.d.P.); (S.N.); (L.d.N.)
| | - Lucia de Noronha
- School of Medicine, Pontifícia Universidade Católica do Paraná, R. Imaculada Conceição, 1155, Curitiba 80215-901, Paraná, Brazil; (A.A.D.); (D.M.M.P.); (M.R.C.P.); (R.B.S.); (A.P.C.M.); (C.B.V.d.P.); (S.N.); (L.d.N.)
| | - Cleber Machado-Souza
- Faculdades Pequeno Príncipe, Av. Iguaçu, 333, Curitiba 80230-020, Paraná, Brazil; (A.C.Z.); (L.V.B.)
- Instituto de Pesquisa Pelé Pequeno Príncipe, Av. Silva Jardim, 1632, Curitiba 80250-200, Paraná, Brazil
- Correspondence:
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11
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Beliën J, Goris A, Matthys P. Natural Killer Cells in Multiple Sclerosis: Entering the Stage. Front Immunol 2022; 13:869447. [PMID: 35464427 PMCID: PMC9019710 DOI: 10.3389/fimmu.2022.869447] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Accepted: 03/14/2022] [Indexed: 11/14/2022] Open
Abstract
Studies investigating the immunopathology of multiple sclerosis (MS) have largely focused on adaptive T and B lymphocytes. However, in recent years there has been an increased interest in the contribution of innate immune cells, amongst which the natural killer (NK) cells. Apart from their canonical role of controlling viral infections, cell stress and malignancies, NK cells are increasingly being recognized for their modulating effect on the adaptive immune system, both in health and autoimmune disease. From different lines of research there is now evidence that NK cells contribute to MS immunopathology. In this review, we provide an overview of studies that have investigated the role of NK cells in the pathogenesis of MS by use of the experimental autoimmune encephalomyelitis (EAE) animal model, MS genetics or through ex vivo and in vitro work into the immunology of MS patients. With the advent of modern hypothesis-free technologies such as single-cell transcriptomics, we are exposing an unexpected NK cell heterogeneity, increasingly blurring the boundaries between adaptive and innate immunity. We conclude that unravelling this heterogeneity, as well as the mechanistic link between innate and adaptive immune cell functions will lay the foundation for the use of NK cells as prognostic tools and therapeutic targets in MS and a myriad of other currently uncurable autoimmune disorders.
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Affiliation(s)
- Jarne Beliën
- Department of Neurosciences, Laboratory for Neuroimmunology, Leuven Brain Institute, KU Leuven, Leuven, Belgium
| | - An Goris
- Department of Neurosciences, Laboratory for Neuroimmunology, Leuven Brain Institute, KU Leuven, Leuven, Belgium
| | - Patrick Matthys
- Department of Microbiology, Immunology and Transplantation, Laboratory of Immunobiology, Rega Institute for Medical Research, KU Leuven, Leuven, Belgium
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12
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Qu HQ, Qu J, Vaccaro C, Chang X, Mentch F, Li J, Mafra F, Nguyen K, Gonzalez M, March M, Pellegrino R, Glessner J, Sleiman P, Kao C, Hakonarson H. Genetic Analysis for Type 1 Diabetes Genes in Juvenile Dermatomyositis Unveils Genetic Disease Overlap. Rheumatology (Oxford) 2022; 61:3497-3501. [PMID: 35171267 DOI: 10.1093/rheumatology/keac100] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2021] [Revised: 02/10/2022] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVES Juvenile dermatomyositis (JDM) is a serious autoimmune and complex genetic disease. Another autoimmune genetic disease, type 1 diabetes (T1D), has been observed for significantly increased prevalence in families with JDM, while increased JDM risk has also been observed in T1D cases. This study aimed to study whether these two autoimmune diseases, JDM and T1D, share common genetic susceptibility. METHODS From 169 JDM families, 121 unrelated cases with European ancestry (EA) were identified by genome-wide genotyping, principal component analysis (PCA), and identical-by-descent (IBD) analysis. T1D genetic risk score (GRS) were calculated in these cases, and were compared with 361 EA T1D cases and 1943 non-diabetes EA controls. 113 cases of the 121 unrelated European cases were sequenced by whole exome sequencing (WES). RESULTS We observed increased T1D GRS in JDM cases (P=9.42E-05). Using whole exome sequencing (WES), we uncovered the T1D genes, phospholipase B1 (PLB1), cystic fibrosis transmembrane conductance regulator (CFTR), tyrosine hydroxylase (TH), CD6 molecule (CD6), perforin 1 (PRF1), and dynein axonemal heavy chain 2 (DNAH2), potentially associated with JDM by the burden test of rare functional coding variants. CONCLUSION Novel mechanisms of JDM related to these T1D genes are suggested by this study, which may imply novel therapeutic targets for JDM and warrant further study.
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Affiliation(s)
- Hui-Qi Qu
- The Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, 19104, USA
| | - Jingchun Qu
- The Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, 19104, USA
| | - Courtney Vaccaro
- The Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, 19104, USA
| | - Xiao Chang
- The Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, 19104, USA
| | - Frank Mentch
- The Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, 19104, USA
| | - Jin Li
- Department of Cell Biology, Tianjin Medical University, Tianjin, 300070, China
| | - Fernanda Mafra
- The Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, 19104, USA
| | - Kenny Nguyen
- The Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, 19104, USA
| | - Michael Gonzalez
- The Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, 19104, USA
| | - Michael March
- The Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, 19104, USA
| | - Renata Pellegrino
- The Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, 19104, USA
| | - Joseph Glessner
- The Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, 19104, USA.,Department of Pediatrics, The Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, 19104, USA.,Division of Human Genetics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, 19104, USA
| | - Patrick Sleiman
- The Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, 19104, USA.,Department of Pediatrics, The Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, 19104, USA.,Division of Human Genetics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, 19104, USA
| | - Charlly Kao
- The Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, 19104, USA
| | - Hakon Hakonarson
- The Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, 19104, USA.,Department of Pediatrics, The Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, 19104, USA.,Division of Human Genetics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, 19104, USA.,Division of Pulmonary Medicine, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, 19104, USA
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13
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Frau J, Coghe G, Lorefice L, Fenu G, Cocco E. Infections and Multiple Sclerosis: From the World to Sardinia, From Sardinia to the World. Front Immunol 2021; 12:728677. [PMID: 34691035 PMCID: PMC8527089 DOI: 10.3389/fimmu.2021.728677] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Accepted: 09/20/2021] [Indexed: 11/13/2022] Open
Abstract
Multiple Sclerosis (MS) is an inflammatory disease of the central nervous system. Sardinia, an Italian island, is one of the areas with the highest global prevalence of MS. Genetic factors have been widely explored to explain this greater prevalence among some populations; the genetic makeup of the Sardinians appears to make them more likely to develop autoimmune diseases. A strong association between MS and some infections have been reported globally. The most robust evidence indicating the role of infections is MS development concerns the Epstein-Barr virus (EBV). Anti-EBV antibodies in patients once infected by EBV are associated with the development of MS years later. These features have also been noted in Sardinian patients with MS. Many groups have found an increased expression of the Human endogenous retroviruses (HERV) family in patients with MS. A role in pathogenesis, prognosis, and prediction of treatment response has been proposed for HERV. A European multi-centre study has shown that their presence was variable among populations, ranging from 59% to 100% of patients, with higher HERV expression noted in Sardinian patients with MS. The mycobacterium avium subspecies paratuberculosis (MAP) DNA and antibodies against MAP2694 protein were found to be associated with MS in Sardinian patients. More recently, this association has also been reported in Japanese patients with MS. In this study, we analysed the role of infectious factors in Sardinian patients with MS and compared it with the findings reported in other populations.
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Affiliation(s)
- Jessica Frau
- Multiple Sclerosis Centre, Azienda Tutela Salute (ATS) Sardegna, University of Cagliari, Cagliari, Italy
| | - Giancarlo Coghe
- Multiple Sclerosis Centre, Azienda Tutela Salute (ATS) Sardegna, University of Cagliari, Cagliari, Italy
| | - Lorena Lorefice
- Multiple Sclerosis Centre, Azienda Tutela Salute (ATS) Sardegna, University of Cagliari, Cagliari, Italy
| | - Giuseppe Fenu
- Multiple Sclerosis Centre, Azienda Tutela Salute (ATS) Sardegna, University of Cagliari, Cagliari, Italy
| | - Eleonora Cocco
- Multiple Sclerosis Centre, Azienda Tutela Salute (ATS) Sardegna, University of Cagliari, Cagliari, Italy
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Identification of Hub Genes in Tuberculosis via Bioinformatics Analysis. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2021; 2021:8159879. [PMID: 34671419 PMCID: PMC8523273 DOI: 10.1155/2021/8159879] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Accepted: 09/01/2021] [Indexed: 01/19/2023]
Abstract
Background Tuberculosis (TB) is a serious chronic bacterial infection caused by Mycobacterium tuberculosis (MTB). It is one of the deadliest diseases in the world and a heavy burden for people all over the world. However, the hub genes involved in the host response remain largely unclear. Methods The data set GSE11199 was studied to clarify the potential gene network and signal transduction pathway in TB. The subjects were divided into latent tuberculosis and pulmonary tuberculosis, and the distribution of differentially expressed genes (DEGs) was analyzed between them using GEO2R. We verified the enriched process and pathway of DEGs by making use of the Kyoto Encyclopedia of Genes and Genomes (KEGG) and Gene Ontology (GO). The construction of protein-protein interaction (PPI) network of DEGs was achieved through making use of the Search Tool for the Retrieval of Interacting Genes (STRING), aiming at identifying hub genes. Then, the hub gene expression level in latent and pulmonary tuberculosis was verified by a boxplot. Finally, through making use of Gene Set Enrichment Analysis (GSEA), we further analyzed the pathways related to DEGs in the data set GSE11199 to show the changing pattern between latent and pulmonary tuberculosis. Results We identified 98 DEGs in total in the data set GSE11199, 91 genes upregulated and 7 genes downregulated included. The enrichment of GO and KEGG pathways demonstrated that upregulated DEGs were mainly abundant in cytokine-mediated signaling pathway, response to interferon-gamma, endoplasmic reticulum lumen, beta-galactosidase activity, measles, JAK-STAT signaling pathway, cytokine-cytokine receptor interaction, etc. Based on the PPI network, we obtained 4 hub genes with a higher degree, namely, CTLA4, GZMB, GZMA, and PRF1. The box plot showed that these 4 hub gene expression levels in the pulmonary tuberculosis group were higher than those in the latent group. Finally, through Gene Set Enrichment Analysis (GSEA), it was concluded that DEGs were largely associated with proteasome and primary immunodeficiency. Conclusions This study reveals the coordination of pathogenic genes during TB infection and offers the diagnosis of TB a promising genome. These hub genes also provide new directions for the development of latent molecular targets for TB treatment.
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