Wei Gao, Xinli Wang, Yi Shi, Guangfeng Wu, Min Zhou, Xiaoyan Lin
{"title":"Predictable regulation of gut microbiome in immunotherapeutic efficacy of gastric cancer.","authors":"Wei Gao, Xinli Wang, Yi Shi, Guangfeng Wu, Min Zhou, Xiaoyan Lin","doi":"10.1038/s41435-024-00306-2","DOIUrl":"https://doi.org/10.1038/s41435-024-00306-2","url":null,"abstract":"<p><p>Immunotherapy has showcased remarkable progress in the management of gastric cancer (GC), prompting the need to proactively identify and classify patients suitable for immunotherapy. Here, 30 patients were enrolled and stratified into three groups (PR, partial response; SD, stable disease; PD, progressive disease) based on efficacy assessment. 16S rRNA sequencing were performed to analyze the gut microbiome signature of patients at three timepoints. We found that immunotherapy interventions perturbed the gut microbiota of patients. Additionally, although differences at the enterotype level did not distinguish patients' immunotherapy response, we identified 6, 7, and 19 species that were significantly enriched in PR, SD, and PD, respectively. Functional analysis showed that betalain biosynthesis and indole alkaloid biosynthesis were significantly different between the responders and non-responders. Furthermore, machine learning model utilizing only bacterial biomarkers accurately predicted immunotherapy efficacy with an Area Under the Curve (AUC) of 0.941. Notably, Akkermansia muciniphila and Dorea formicigenerans played a significant role in the classification of immunotherapy efficacy. In conclusion, our study reveals that gut microbiome signatures can be utilized as effective biomarkers for predicting the immunotherapy efficacy for GC.</p>","PeriodicalId":12691,"journal":{"name":"Genes and immunity","volume":" ","pages":""},"PeriodicalIF":5.0,"publicationDate":"2024-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142618624","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Inorganic pyrophosphatase 1: a key player in immune and metabolic reprogramming in ankylosing spondylitis.","authors":"Tianyou Chen, Chengqian Huang, Jiarui Chen, Jiang Xue, Zhenwei Yang, Yihan Wang, Songze Wu, Wendi Wei, Liyi Chen, Shian Liao, Xiaopeng Qin, Rongqing He, Boli Qin, Chong Liu","doi":"10.1038/s41435-024-00308-0","DOIUrl":"https://doi.org/10.1038/s41435-024-00308-0","url":null,"abstract":"<p><p>The relationships among immune cells, metabolites, and AS events were analyzed via Mendelian randomization (MR), and potential immune cells and metabolites were identified as risk factors for AS. Their relationships were subjected to intermediary MR analysis to identify the final immune cells and metabolites. The vertebral bone marrow blood samples from three patients with and without AS were subjected to 10× single-cell sequencing to further elucidate the role of immune cells in AS. The key genes were screened via expression quantitative trait loci (eQTLs) and MR analyses. The metabolic differences between the two groups were compared through single-cell metabolism analysis. Two subgroups of differentiated (CD)8+ memory T cells and naive B cells were obtained from the combined results of intermediary MR analysis and AS single-cell analysis. After the verification of key genes, inorganic pyrophosphatase 1 (PPA1) was identified as the hub gene, as it is differentially expressed in CD8+ memory T cells and can affect the metabolism of T cells in AS by affecting the expression of ferulic acid (FA)4 sulfate, which participates in the cellular immunity in AS.</p>","PeriodicalId":12691,"journal":{"name":"Genes and immunity","volume":" ","pages":""},"PeriodicalIF":5.0,"publicationDate":"2024-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142604163","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Regulatory T cells-related gene in primary sclerosing cholangitis: evidence from Mendelian randomization and transcriptome data","authors":"Jianlan Hu, Youxing Wu, Danxia Zhang, Xiaoyang Wang, Yaohui Sheng, Hui Liao, Yangpeng Ou, Zhen Chen, Baolian Shu, Ruohu Gui","doi":"10.1038/s41435-024-00304-4","DOIUrl":"10.1038/s41435-024-00304-4","url":null,"abstract":"The present study utilized large-scale genome-wide association studies (GWAS) summary data (731 immune cell subtypes and three primary sclerosing cholangitis (PSC) GWAS datasets), meta-analysis, and two PSC transcriptome data to elucidate the pivotal role of Tregs proportion imbalance in the occurrence of PSC. Then, we employed weighted gene co-expression network analysis (WGCNA), differential analysis, and 107 combinations of 12 machine-learning algorithms to construct and validate an artificial intelligence-derived diagnostic model (Tregs classifier) according to the average area under curve (AUC) (0.959) in two cohorts. Quantitative real-time polymerase chain reaction (qRT-PCR) verified that compared to control, Akap10, Basp1, Dennd3, Plxnc1, and Tmco3 were significantly up-regulated in the PSC mice model yet the expression level of Klf13, and Scap was significantly lower. Furthermore, immune cell infiltration and functional enrichment analysis revealed significant associations of the hub Tregs-related gene with M2 macrophage, neutrophils, megakaryocyte-erythroid progenitor (MEP), natural killer T cell (NKT), and enrichment scores of the autophagic cell death, complement and coagulation cascades, metabolic disturbance, Fc gamma R-mediated phagocytosis, mitochondrial dysfunction, potentially mediating PSC onset. XGBoost algorithm and SHapley Additive exPlanations (SHAP) identified AKAP10 and KLF13 as optimal genes, which may be an important target for PSC.","PeriodicalId":12691,"journal":{"name":"Genes and immunity","volume":"25 6","pages":"492-513"},"PeriodicalIF":5.0,"publicationDate":"2024-11-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.nature.com/articles/s41435-024-00304-4.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142575852","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Ido Nachmany, Shir Nevo, Sarit Edelheit, Avital Sarusi-Portuguez, Gilgi Friedlander, Tomer-Meir Salame, Vera Pavlov, Oran Yakubovsky, Niv Pencovich
{"title":"Myeloid derived suppressor cells mediate hepatocyte proliferation and immune suppression during liver regeneration following resection","authors":"Ido Nachmany, Shir Nevo, Sarit Edelheit, Avital Sarusi-Portuguez, Gilgi Friedlander, Tomer-Meir Salame, Vera Pavlov, Oran Yakubovsky, Niv Pencovich","doi":"10.1038/s41435-024-00303-5","DOIUrl":"10.1038/s41435-024-00303-5","url":null,"abstract":"Liver regeneration following resection is a complex process relying on coordinated pathways and cell types in the remnant organ. Myeloid-Derived Suppressor Cells (MDSCs) have a role in liver regeneration-related angiogenesis but other roles they may play in this process remain to be elucidated. In this study, we sought to examine the effect of G-MDSCs on hepatocytes proliferation and immune modulation during liver regeneration. Global gene expression profiling of regenerating hepatocytes in mice with CD11b+Ly6G+ MDSCs (G-MDSCs) depletion revealed disrupted transcriptional progression from day one to day two after major liver resection. Key genes and pathways related to hepatocyte proliferation and immune response were differentially expressed upon MDSC depletion. Hepatocytes cellularity increased when co-cultured with G-MDSCs, or treated with amphiregulin, which G-MDSCs upregulate during regeneration. Cytometry by time-of-flight (CyTOF) analysis of the intra-liver immune milieu upon MDSC depletion during regeneration demonstrated increased natural killer cell proportions, alongside changes in other immune cell populations. Taken together, these results provide evidence that MDSCs contribute to early liver regeneration by promoting hepatocyte proliferation and modulating the intra-liver immune response, and illuminate the multifaceted role of MDSCs in liver regeneration.","PeriodicalId":12691,"journal":{"name":"Genes and immunity","volume":"25 6","pages":"483-491"},"PeriodicalIF":5.0,"publicationDate":"2024-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142564274","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Benedikt Strunz, Pouria Momayyezi, Eleni Bilev, Jagadeeswara Rao Muvva, Puran Chen, Jonna Bister, Marie Schaffer, Mira Akber, Martin Cornillet, Amir Horowitz, Karl-Johan Malmberg, Olav Rooyackers, Soo Aleman, Hans-Gustaf Ljunggren, Niklas K Björkström, Kristoffer Strålin, Quirin Hammer
{"title":"The HLA-B -21 M/T dimorphism associates with disease severity in COVID-19.","authors":"Benedikt Strunz, Pouria Momayyezi, Eleni Bilev, Jagadeeswara Rao Muvva, Puran Chen, Jonna Bister, Marie Schaffer, Mira Akber, Martin Cornillet, Amir Horowitz, Karl-Johan Malmberg, Olav Rooyackers, Soo Aleman, Hans-Gustaf Ljunggren, Niklas K Björkström, Kristoffer Strålin, Quirin Hammer","doi":"10.1038/s41435-024-00302-6","DOIUrl":"https://doi.org/10.1038/s41435-024-00302-6","url":null,"abstract":"<p><p>Host genetics shape immune responses and influence severity of infectious diseases. The HLA-B -21 M/T dimorphism tunes the functionality of natural killer (NK) cells expressing the inhibitory receptor NKG2A. NKG2A<sup>+</sup> NK cells have been reported to recognize SARS-CoV-2-infected cells, but it remains unclear whether the HLA-B -21 M/T dimorphism associates with COVID-19 severity. Here, we investigated the influence of the HLA-B -21 M/T dimorphism in a cohort of 230 unvaccinated patients hospitalized with COVID-19 and requiring respiratory support. We found that HLA-B -21 M/M genotypes were more prevalent in patients with moderate compared to severe COVID-19 (6.0% vs. 0.9%). Comparison of age- and sex-matched sub-groups revealed that patients with M/M genotypes required mechanical respiratory support less frequently (OR = 0.13, 95% CI = 0.01-0.76, P = 0.013). Furthermore, patients with M/M genotypes showed a coordinately shifted signature of clinical laboratory parameters, coinciding with elevated serum levels of the anti-viral cytokine IFN-γ. These findings demonstrate that HLA-B variants associate with COVID-19 severity and suggest that the robust functionality of NKG2A<sup>+</sup> NK cells in patients carrying the M/M genotype may contribute to protection from severe disease.</p>","PeriodicalId":12691,"journal":{"name":"Genes and immunity","volume":" ","pages":""},"PeriodicalIF":5.0,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142564281","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jian Cao, Lin Du, Xueheng Zhao, Zhizhong Liu, Junbin Yuan, Yanwei Luo, Shanshan Zhang, Zailong Qin, Jie Guo
{"title":"Correction: LncRNA sequencing reveals an essential role for the lncRNA-mediated ceRNA network in penile squamous cell carcinoma","authors":"Jian Cao, Lin Du, Xueheng Zhao, Zhizhong Liu, Junbin Yuan, Yanwei Luo, Shanshan Zhang, Zailong Qin, Jie Guo","doi":"10.1038/s41435-024-00301-7","DOIUrl":"10.1038/s41435-024-00301-7","url":null,"abstract":"","PeriodicalId":12691,"journal":{"name":"Genes and immunity","volume":"25 6","pages":"552-552"},"PeriodicalIF":5.0,"publicationDate":"2024-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.nature.com/articles/s41435-024-00301-7.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142545053","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"The conundrum of CD8+ T cell trajectories in low antigenic tumors: How to overcome a hypofunctional state distinct from antigen-driven exhaustion?","authors":"Angeliki Datsi, Rüdiger V. Sorg, Abhishek D. Garg","doi":"10.1038/s41435-024-00299-y","DOIUrl":"10.1038/s41435-024-00299-y","url":null,"abstract":"","PeriodicalId":12691,"journal":{"name":"Genes and immunity","volume":"25 5","pages":"353-355"},"PeriodicalIF":5.0,"publicationDate":"2024-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.nature.com/articles/s41435-024-00299-y.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142389809","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Guoqing Liu, Wang Liao, Xiangwen Lv, Lifeng Huang, Min He, Lang Li
{"title":"A potential coagulation-related diagnostic model associated with immune infiltration for acute myocardial infarction","authors":"Guoqing Liu, Wang Liao, Xiangwen Lv, Lifeng Huang, Min He, Lang Li","doi":"10.1038/s41435-024-00298-z","DOIUrl":"10.1038/s41435-024-00298-z","url":null,"abstract":"The production of pro-coagulation factors can affect the development and prognosis of acute myocardial infarction (AMI). The clinical value of coagulation-related genes (CRGs) was investigated to discover new targets for diagnosing and treating AMI. We screened 335 differentially expressed genes (DEGs) between AMI and healthy individuals based on the GSE66360 dataset. We took the intersection of the obtained DEGs with 139 CRGs. Finally, 10 differentially expressed CEGs were screened out. The random forest algorithm was constructed to identify 6 signature CRGs (THBS1, SERPINA1, THBD, MMP9, MAFF, and PLAU). Subsequently, the established predictive model was found to have good diagnostic accuracy (AUC = 0.9694 in the training cohort [GSE66360 dataset] and 0.9076 in the external validation cohort [GSE48060 dataset]). Consensus clustering identified the CRG clusters, and the accuracy of the grouping was verified. We found that AMI patients can be divided into two distinct subgroups based on the differentially expressed CRGs. Immune cell infiltration level was consistent with the expression levels of CRGs based on single sample gene set enrichment analysis. These findings reveal the potential role of CRGs in AMI. Characterizing the coagulation features of AMI patients can help in the risk stratification of patients and provide personalized treatment strategies.","PeriodicalId":12691,"journal":{"name":"Genes and immunity","volume":"25 6","pages":"471-482"},"PeriodicalIF":5.0,"publicationDate":"2024-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142389808","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Combined single cell and spatial transcriptome analysis reveals cellular heterogeneity of hedgehog pathway in gastric cancer","authors":"Guoliang Zhang, Guojun Xia, Chunxu Zhang, Shaodong Li, Huangen Wang, Difeng Zheng","doi":"10.1038/s41435-024-00297-0","DOIUrl":"10.1038/s41435-024-00297-0","url":null,"abstract":"Gastric cancer (GC) is one of the most common and deadly malignancies in the world. Abnormal activation of hedgehog pathway is closely related to tumor development and progression. However, potential therapeutic targets for GC based on the hedgehog pathway have not been clearly identified. In the present study, we combined single-cell sequencing data and spatial transcriptomics to deeply investigate the role of hedgehog pathway in GC. Based on a comprehensive scoring algorithm, we found that fibroblasts from GC tumor tissues were characterized by a highly enriched hedgehog pathway. By analyzing the development process of fibroblasts, we found that CCND1 plays an important role at the end stage of fibroblast development, which may be related to the formation of tumor-associated fibroblasts. Based on spatial transcriptome data, we deeply mined the role of CCND1 in fibroblasts. We found that CCND1-negative and -positive fibroblasts have distinct characteristics. Based on bulk transcriptome data, we verified that highly infiltrating CCND1 + fibroblasts are a risk factor for GC patients and can influence the immune and chemotherapeutic efficacy of GC patients. Our study provides unique insights into GC and hedgehog pathways and also new directions for cancer treatment strategies.","PeriodicalId":12691,"journal":{"name":"Genes and immunity","volume":"25 6","pages":"459-470"},"PeriodicalIF":5.0,"publicationDate":"2024-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142284335","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jian Cao, Lin Du, Xueheng Zhao, Zhizhong Liu, Junbin Yuan, Yanwei Luo, Shanshan Zhang, Zailong Qin, Jie Guo
{"title":"LncRNA sequencing reveals an essential role for the lncRNA-mediated ceRNA network in penile squamous cell carcinoma","authors":"Jian Cao, Lin Du, Xueheng Zhao, Zhizhong Liu, Junbin Yuan, Yanwei Luo, Shanshan Zhang, Zailong Qin, Jie Guo","doi":"10.1038/s41435-024-00295-2","DOIUrl":"10.1038/s41435-024-00295-2","url":null,"abstract":"Penile squamous cell carcinoma (PSCC) is becoming increasingly common and posing a severe threat to men’s health, particularly in developing countries. The function of long non-coding RNAs (lncRNAs) in PSCC progression remains mysterious. Therefore, we explored the significance of lncRNAs in the competing endogenous RNA (ceRNA) network in PSCC tumor progression. The 5 healthy and 6 tumor tissue samples were subjected to lncRNA sequencing. Using miRcode, LncBase, miRTarBase, miRWalk, and TargetScan, we constructed a ceRNA network of differentially expressed lncRNAs, miRNAs, and mRNAs. Our analysis resulted in a ceRNA network consisting of 4 lncRNAs, 18 miRNAs, and 38 mRNAs, whose upstream regulators, the lncRNAs MIR205HG, MIAT, HCP5, and PVT1, were all elevated in PSCC. Immunohistochemical staining confirmed that cell proliferation-related genes TFAP2C, MKI67, and TP63, positively regulated by 4 lncRNAs, were considerably overexpressed in tumor tissues. Immune analysis revealed a significant upregulation in macrophage and exhausted T cell infiltration in PSCC. Our study identified a lncRNA-miRNA-mRNA ceRNA network for PSCC, revealing possible molecular mechanisms involved in the regulation of PSCC progression by key lncRNAs and their connections to the immunosuppressive tumor microenvironment. The ceRNA network provides a novel perspective for elucidating the pathogenesis of PSCC.","PeriodicalId":12691,"journal":{"name":"Genes and immunity","volume":"25 6","pages":"447-458"},"PeriodicalIF":5.0,"publicationDate":"2024-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142145546","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}