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Zhang Y, Zhou X, Zhong Y, Chen X, Li Z, Li R, Qin P, Wang S, Yin J, Liu S, Jiang M, Yu Q, Hou Y, Liu S, Wu L. Pan-cancer scRNA-seq analysis reveals immunological and diagnostic significance of the peripheral blood mononuclear cells. Hum Mol Genet 2024; 33:342-354. [PMID: 37944069 DOI: 10.1093/hmg/ddad187] [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: 08/23/2023] [Revised: 12/02/2023] [Accepted: 10/19/2023] [Indexed: 11/12/2023] Open
Abstract
Peripheral blood mononuclear cells (PBMCs) reflect systemic immune response during cancer progression. However, a comprehensive understanding of the composition and function of PBMCs in cancer patients is lacking, and the potential of these features to assist cancer diagnosis is also unclear. Here, the compositional and status differences between cancer patients and healthy donors in PBMCs were investigated by single-cell RNA sequencing (scRNA-seq), involving 262,025 PBMCs from 68 cancer samples and 14 healthy samples. We observed an enhanced activation and differentiation of most immune subsets in cancer patients, along with reduction of naïve T cells, expansion of macrophages, impairment of NK cells and myeloid cells, as well as tumor promotion and immunosuppression. Based on characteristics including differential cell type abundances and/or hub genes identified from weight gene co-expression network analysis (WGCNA) modules of each major cell type, we applied logistic regression to construct cancer diagnosis models. Furthermore, we found that the above models can distinguish cancer patients and healthy donors with high sensitivity. Our study provided new insights into using the features of PBMCs in non-invasive cancer diagnosis.
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Affiliation(s)
- Yuanhang Zhang
- College of Life Sciences, University of Chinese Academy of Sciences, Yuquan Road, Shijingshan District, Beijing 100049, China
- BGI Research, Beishan Industrial Zone, Yantian District, Shenzhen 518083, China
| | - Xiaorui Zhou
- College of Life Sciences, University of Chinese Academy of Sciences, Yuquan Road, Shijingshan District, Beijing 100049, China
- BGI Research , Beishan Industrial Zone, Yantian District, Shenzhen 518083, China
| | - Yu Zhong
- BGI Research , Beishan Industrial Zone, Yantian District, Shenzhen 518083, China
| | - Xi Chen
- BGI Research , Beishan Industrial Zone, Yantian District, Shenzhen 518083, China
| | - Zeyu Li
- College of Life Sciences, University of Chinese Academy of Sciences, Yuquan Road, Shijingshan District, Beijing 100049, China
- BGI Research , Beishan Industrial Zone, Yantian District, Shenzhen 518083, China
| | - Rui Li
- BGI Research , Beishan Industrial Zone, Yantian District, Shenzhen 518083, China
| | - Pengfei Qin
- BGI Research , Beishan Industrial Zone, Yantian District, Shenzhen 518083, China
| | - Shanshan Wang
- BGI Research , Beishan Industrial Zone, Yantian District, Shenzhen 518083, China
| | - Jianhua Yin
- BGI Research , Beishan Industrial Zone, Yantian District, Shenzhen 518083, China
| | - Shang Liu
- BGI Research , Beishan Industrial Zone, Yantian District, Shenzhen 518083, China
| | - Miaomiao Jiang
- BGI Research , Beishan Industrial Zone, Yantian District, Shenzhen 518083, China
| | - Qichao Yu
- College of Life Sciences, University of Chinese Academy of Sciences, Yuquan Road, Shijingshan District, Beijing 100049, China
- BGI Research , Beishan Industrial Zone, Yantian District, Shenzhen 518083, China
| | - Yong Hou
- BGI Research , Beishan Industrial Zone, Yantian District, Shenzhen 518083, China
| | - Shiping Liu
- BGI Research , Beishan Industrial Zone, Yantian District, Shenzhen 518083, China
| | - Liang Wu
- BGI Research , Beishan Industrial Zone, Yantian District, Shenzhen 518083, China
- JFL-BGI STOmics Center, Jinfeng Laboratory , Gaoteng Avenue, Jiulongpo District, Chongqing 401329, China
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Zhong H, Li Q, Pei S, Wu Y, Li Z, Liu X, Peng Y, Zheng T, Xiao J, Feng H. hnRNPM suppressed IRF7-mediated IFN signaling in the antiviral innate immunity in triploid hybrid fish. DEVELOPMENTAL AND COMPARATIVE IMMUNOLOGY 2023; 148:104915. [PMID: 37586670 DOI: 10.1016/j.dci.2023.104915] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/25/2023] [Revised: 08/03/2023] [Accepted: 08/13/2023] [Indexed: 08/18/2023]
Abstract
Mammalian heterogeneous nuclear ribonucleoproteins M (hnRNPM) is a critical splicing regulatory protein that has been reported to negatively regulate the RLR signaling pathway by impairing the binding of RIG-I and MDA5 to viral RNA. To explore the role of hnRNPM in the antiviral innate immune response in teleost fish, the hnRNPM homologue of triploid fish (3nhnRNPM) has been cloned and identified in this paper. The CDS of 3nhnRNPM gene is composed of 2016 nucleotides and encodes 671 amino acids. 3nhnRNPM migrated around 71 kDa in immunoblotting assay and was mainly detected in the nucleus in nucleo-cytoplasmic separation assay and immunofluorescent staining test. When 3nhnRNPM and 3nIRF7 were co-expressed in EPC cells, 3nhnRNPM significantly reduced the 3nIRF7-induced interferon (IFN) promoter transcription. Correspondingly, the mRNA levels of the SVCV-M, -N, -P, and -G genes were noteworthily enhanced, but the transcription levels of epcIFNφ1, epcMx1, epcPKR, and epcISG15 were dramatically decreased. Additionally, the knockdown of 3nhnRNPM resulted in restricted SVCV replication and enhanced host cell antiviral activity. Furthermore, the association between 3nhnRNPM and 3nIRF7 has been identified by the co-immunoprecipitation assay. In addition, we found that 3nIRF7 was detained in the nucleus when co-expressed with 3nhnRNPM. To sum up, our data supported the conclusion that 3nhnRNPM suppressed 3nIRF7-mediated IFN signaling in the antiviral innate immunity.
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Affiliation(s)
- Huijuan Zhong
- State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Science, Hunan Normal University, Changsha, 410081, China
| | - Qian Li
- State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Science, Hunan Normal University, Changsha, 410081, China
| | - Shuaibin Pei
- State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Science, Hunan Normal University, Changsha, 410081, China
| | - Yanfang Wu
- State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Science, Hunan Normal University, Changsha, 410081, China
| | - Zhenghao Li
- State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Science, Hunan Normal University, Changsha, 410081, China
| | - Xiaoyu Liu
- State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Science, Hunan Normal University, Changsha, 410081, China
| | - Yuqing Peng
- State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Science, Hunan Normal University, Changsha, 410081, China
| | - Tianle Zheng
- State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Science, Hunan Normal University, Changsha, 410081, China
| | - Jun Xiao
- State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Science, Hunan Normal University, Changsha, 410081, China.
| | - Hao Feng
- State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Science, Hunan Normal University, Changsha, 410081, China.
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Xiao J, Zhong H, Feng H. Post-translational modifications and regulations of RLR signaling molecules in cytokines-mediated response in fish. DEVELOPMENTAL AND COMPARATIVE IMMUNOLOGY 2023; 141:104631. [PMID: 36608898 DOI: 10.1016/j.dci.2023.104631] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Revised: 12/19/2022] [Accepted: 01/02/2023] [Indexed: 06/17/2023]
Abstract
Teleosts rely on innate immunity to recognize and defense against pathogenic microorganisms. RIG-I-like receptor (RLR) family is the major pattern recognition receptor (PRR) to detect RNA viruses. After recognition of viral RNA components, these cytosolic sensors activate downstream signaling cascades to induce the expression of type I interferons (IFNs) and other cytokines firing antiviral responses. Meanwhile, numerous molecules take part in the complex regulation of RLR signals by various methods, such as post-translational modification (PTM), to produce an immune response that is appropriately balanced. In this review, we summarize our recent understanding of PTMs and other regulatory proteins in modulating RLR signaling pathway, which is helpful for systematically studying the regulatory mechanism of antiviral innate immunity of teleost fish.
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Affiliation(s)
- Jun Xiao
- State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Science, Hunan Normal University, Changsha, 410081, China
| | - Huijuan Zhong
- State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Science, Hunan Normal University, Changsha, 410081, China
| | - Hao Feng
- State Key Laboratory of Developmental Biology of Freshwater Fish, College of Life Science, Hunan Normal University, Changsha, 410081, China.
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Tang Y, Lv X, Liu X, Song J, Wu Y, Zhou Q, Zhu R. Three IRF4 paralogs act as negative regulators of type Ⅰ IFN responses in yellow catfish (Pelteobagrus fulvidraco). FISH & SHELLFISH IMMUNOLOGY 2022; 131:537-548. [PMID: 36243274 DOI: 10.1016/j.fsi.2022.10.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/17/2022] [Revised: 09/14/2022] [Accepted: 10/09/2022] [Indexed: 06/16/2023]
Abstract
IRF4 is a master member of the interferon regulatory factor (IRF) family playing vital regulatory roles in immune system development and function. Tetrapods have a single-copy IRF4 gene, while teleosts harbor duplicated IRF4 genes. This work describes three IRF4 paralogs from yellow catfish (Pelteobagrus fulvidraco), designated PfIRF4A, PfIRF4B and PfIRF4B-like. These genes all contain a typical IRF structural architecture. Phylogenic and synteny analyses indicate that they should arise from the teleost-specific whole-genome duplication. PfIRF4 genes are abundantly expressed in the immune-related tissues and upregulated by PolyI:C, LPS, and Edwardsiella ictaluri. Ectopic expression of these genes inhibits the activation of fish type Ⅰ IFN promoters and downregulates the transcription levels of IFN-responsive genes, thus allowing the efficient replication of a fish rhabdovirus, spring viremia of carp virus (SVCV). PfIRF4s possess a repressive effect on MyD88-mediated activation of IFN and NF-κB. Some differences are observed between each individual paralog. PfIRF4B is the main form expressed across the tissues and the most up-regulated one after pathogen induction. It exerts a stronger inhibitory effect on IFN antiviral response than the other two paralogs. PfIRF4A and PfIRF4B-like are primarily present in the nucleus, while PfIRF4B displays colocalization and direct associations with MyD88 in the cytoplasm. Overall, the data demonstrate that three PfIRF4 paralogs show shared and individual functional properties in the negative regulation of type Ⅰ IFN response.
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Affiliation(s)
- Yuhan Tang
- State Key Laboratory of Biocatalysis and Enzyme Engineering, School of Life Sciences, Hubei University, Wuhan, Hubei, 430062, China
| | - Xue Lv
- State Key Laboratory of Biocatalysis and Enzyme Engineering, School of Life Sciences, Hubei University, Wuhan, Hubei, 430062, China
| | - Xiaoxiao Liu
- State Key Laboratory of Biocatalysis and Enzyme Engineering, School of Life Sciences, Hubei University, Wuhan, Hubei, 430062, China
| | - Jingjing Song
- State Key Laboratory of Biocatalysis and Enzyme Engineering, School of Life Sciences, Hubei University, Wuhan, Hubei, 430062, China
| | - Yeqing Wu
- State Key Laboratory of Biocatalysis and Enzyme Engineering, School of Life Sciences, Hubei University, Wuhan, Hubei, 430062, China
| | - Qi Zhou
- State Key Laboratory of Biocatalysis and Enzyme Engineering, School of Life Sciences, Hubei University, Wuhan, Hubei, 430062, China
| | - Rong Zhu
- State Key Laboratory of Biocatalysis and Enzyme Engineering, School of Life Sciences, Hubei University, Wuhan, Hubei, 430062, China.
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Zeng S, Li M, Cheng X, Lu S, Feng Z, Jiang Z, Sun Z, Xu X, Mao H, Hu C. Grass carp (Ctenopharyngodon idella) DYRK2 modulates cell apoptosis through phosphorylating p53. FISH & SHELLFISH IMMUNOLOGY 2022; 127:542-548. [PMID: 35781054 DOI: 10.1016/j.fsi.2022.06.065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Revised: 06/18/2022] [Accepted: 06/27/2022] [Indexed: 06/15/2023]
Abstract
In mammals, DYRK2 increases p53 phosphorylation level by interacting with it and then promotes cell apoptosis. However, the function of fish DYRK2 has not yet been elucidated. In this paper, we cloned and identified the coding sequence (CDS) of a grass carp DYRK2 (CiDYRK2) which is 1773 bp in length and encodes 590 amino acids. SMART predictive analysis showed that CiDYRK2 possesses a serine/threonine kinase domain. Subsequently, we used the dsRNA analog polyinosinic-polycytidylic acid (poly (I:C) and Grass carp reovirus (GCRV) to stimulate grass carp and CIK cells for different times and found that CiDYRK2 mRNA was significantly up-regulated both in fish tissues and cells. To explore the function of CiDYRK2, we carried out overexpression and knockdown experiments of CiDYRK2 in CIK cells. Real-time quantitative PCR (Q-PCR), TdT-mediated dUTP nick end labeling (TUNEL) assay and flow cytometry were used to detect the ratio of BAX/BCL-2 mRNA, the number of TUNEL positive cells, the proportion of Annexin V-positive cells respectively. The results showed that CiDYRK2 significantly up-regulated BAX/Bcl-2 mRNA ratio and increased the number of TUNEL-positive cells, as well as the proportion of Annexin V-positive cells. On the contrary, knock-down of CiDYRK2 significantly down-regulated BAX/Bcl-2 mRNA ratio in the cells. Therefore, CiDYRK2 promoted cell apoptosis. To study the molecular mechanism by which CiDYRK2 promoting cell apoptosis, subcellular localization and immunoprecipitation experiments were used to study the relationship between grass carp DYRK2 and the pro-apoptotic protein p53. The results showed that CiDYRK2 and Cip53 were located and co-localized in the nucleus. Co-immunoprecipitation experiment also showed that CiDYRK2 and Cip53 can bind with each other. We further found that DYRK2 can increase the phosphorylation level of p53. In a word, our results showed that grass carp DYRK2 induces cell apoptosis by increasing the phosphorylation level of p53.
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Affiliation(s)
- Shanshan Zeng
- School of Life Science, Key Lab of Aquatic Resources and Utilization of Jiangxi, Province, Nanchang University, Nanchang, 330031, China
| | - Meifeng Li
- School of Life Science, Key Lab of Aquatic Resources and Utilization of Jiangxi, Province, Nanchang University, Nanchang, 330031, China
| | - Xining Cheng
- School of Life Science, Key Lab of Aquatic Resources and Utilization of Jiangxi, Province, Nanchang University, Nanchang, 330031, China
| | - Shina Lu
- School of Life Science, Key Lab of Aquatic Resources and Utilization of Jiangxi, Province, Nanchang University, Nanchang, 330031, China
| | - Zhiqing Feng
- School of Life Science, Key Lab of Aquatic Resources and Utilization of Jiangxi, Province, Nanchang University, Nanchang, 330031, China
| | - Zeyin Jiang
- School of Life Science, Key Lab of Aquatic Resources and Utilization of Jiangxi, Province, Nanchang University, Nanchang, 330031, China
| | - Zhichao Sun
- School of Life Science, Key Lab of Aquatic Resources and Utilization of Jiangxi, Province, Nanchang University, Nanchang, 330031, China
| | - Xiaowen Xu
- School of Life Science, Key Lab of Aquatic Resources and Utilization of Jiangxi, Province, Nanchang University, Nanchang, 330031, China
| | - Huiling Mao
- School of Life Science, Key Lab of Aquatic Resources and Utilization of Jiangxi, Province, Nanchang University, Nanchang, 330031, China
| | - Chengyu Hu
- School of Life Science, Key Lab of Aquatic Resources and Utilization of Jiangxi, Province, Nanchang University, Nanchang, 330031, China.
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Jiang Z, Cheng X, Sun Z, Hu J, Xu X, Li M, Feng Z, Hu C. Grass carp PRMT6 negatively regulates innate immunity by inhibiting the TBK1/IRF3 binding and cutting down IRF3 phosphorylation level. DEVELOPMENTAL AND COMPARATIVE IMMUNOLOGY 2022; 129:104351. [PMID: 35033573 DOI: 10.1016/j.dci.2022.104351] [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: 11/23/2021] [Revised: 01/10/2022] [Accepted: 01/11/2022] [Indexed: 06/14/2023]
Abstract
Subcellular localization analysis implicated that CiPRMT6 was mainly located in the nucleus, with a small part of them located in the cytoplasm. PRMT6, namely protein arginine methyltransferase 6, was first identified and demonstrated to catalyze the methylation of arginine residue on the chromatin histones in mammals. Mammalian PRMT6 usually acts as an arginine methyltransferase in the nucleus, but induces antiviral innate immune response in the cytoplasm. Nowadays, there have been few reports about PRMT6 in teleost. In this study, we investigated the potential molecular mechanisms underlying the interaction of PRMT6 expression and IFN1 response in grass carp. We first cloned and identified a grass carp PRMT6 (named CiPRMT6, MN781672.1), which is 1068bp in length encoding a deduced polypeptide of 355 amino acids. In CIK cell, CiPRMT6 expression was up-regulated upon stimulation with poly (I:C); while overexpression of PRMT6 suppressed the promoter activity of grass carp IFN1 and reduced the phosphorylation of IRF3; however, the amount of PRMT6 mutant (lack of methyltransferase domain) was increased in the cytoplasm. Our results also showed that grass carp PRMT6 and IRF3 (but not TBK1) were co-located and bound to each other in the cytoplasm. The binding of CiPRMT6 to IRF3 impairs the interaction between TBK1 and IRF3, indicating that CiPRMT6 is a negative regulator for IFN1 expression through TBK1-IRF3 signaling pathway in grass carp. In conclusion, we identified that CiPRMT6 negatively regulated IFN1 expression by inhibiting the TBK1-IRF3 interaction as well as IRF3 phosphorylation.
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Affiliation(s)
- Zeyin Jiang
- School of Life Science, Key Lab of Aquatic Resources and Utilization of Jiangxi Province, Nanchang University, Nanchang, 330031, China
| | - Xining Cheng
- School of Life Science, Key Lab of Aquatic Resources and Utilization of Jiangxi Province, Nanchang University, Nanchang, 330031, China
| | - Zhichao Sun
- School of Life Science, Key Lab of Aquatic Resources and Utilization of Jiangxi Province, Nanchang University, Nanchang, 330031, China
| | - Jihuan Hu
- School of Life Science, Key Lab of Aquatic Resources and Utilization of Jiangxi Province, Nanchang University, Nanchang, 330031, China
| | - Xiaowen Xu
- School of Life Science, Key Lab of Aquatic Resources and Utilization of Jiangxi Province, Nanchang University, Nanchang, 330031, China
| | - Meifeng Li
- School of Life Science, Key Lab of Aquatic Resources and Utilization of Jiangxi Province, Nanchang University, Nanchang, 330031, China
| | - Zhiqing Feng
- School of Life Science, Key Lab of Aquatic Resources and Utilization of Jiangxi Province, Nanchang University, Nanchang, 330031, China
| | - Chengyu Hu
- School of Life Science, Key Lab of Aquatic Resources and Utilization of Jiangxi Province, Nanchang University, Nanchang, 330031, China.
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