Journal of ImmunotherapyPub Date : 2023-10-01Epub Date: 2023-05-26DOI: 10.1097/CJI.0000000000000476
Ye Huang, Farid Khan, Nehali V Saraiya, Omar S Punjabi, Vikas Gulati, Alan R Erickson, Steven Yeh
{"title":"Vogt-Koyanagi-Harada-like Syndrome Induced by Checkpoint Inhibitor Cemiplimab.","authors":"Ye Huang, Farid Khan, Nehali V Saraiya, Omar S Punjabi, Vikas Gulati, Alan R Erickson, Steven Yeh","doi":"10.1097/CJI.0000000000000476","DOIUrl":"10.1097/CJI.0000000000000476","url":null,"abstract":"<p><p>Checkpoint inhibition targeting programmed cell-death protein 1 has demonstrated efficacy for a wide range of indications including cutaneous malignancy. However, immune-related adverse events (irAEs), including infrequent but visually impactful ocular irAEs, require careful consideration of treatment options, including medication withdrawal, local corticosteroids, or rarely immunomodulation. This case presents a 53-year-old woman who developed uveitis and mucous membrane ulcers after treatment for numerous cutaneous neoplasms, primarily squamous cell carcinoma, with the programmed cell-death protein 1 inhibitor cemiplimab. Ophthalmic examination revealed diffuse choroidal depigmentation consistent with a Vogt-Koyanagi-Harada-like syndrome. Topical and periocular steroids were used to treat the intraocular inflammation, and cemiplimab was discontinued. Because of ongoing severe uveitis, systemic corticosteroids and corticosteroid-sparing immunosuppression were initiated. Specifically, azathioprine and methotrexate were introduced, but each was stopped due to side effects, prompting the initiation of adalimumab (ADA) treatment. While ADA controlled intraocular inflammation, the squamous cell carcinomas were noted to progress, resulting in the discontinuation of ADA. However, a uveitis recurrence was observed. After a discussion of risks and benefits of biologic immunosuppressive therapy, including the risk of vision loss, ADA was restarted with successful disease quiescence at a 16-month follow-up. The cutaneous neoplasms were managed with topical and intralesional therapies, such as 5-fluorouracil. Recent dermatologic examinations suggested no new cutaneous lesions. This scenario presents the effective use of ADA in an ocular irAE that balances the management of sight-threatening ocular inflammation with the risk of promoting recurrent or de novo neoplastic disease.</p>","PeriodicalId":15996,"journal":{"name":"Journal of Immunotherapy","volume":"46 8","pages":"295-298"},"PeriodicalIF":3.9,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/38/91/cji-46-295.PMC10473029.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10191421","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Journal of ImmunotherapyPub Date : 2023-10-01Epub Date: 2023-07-19DOI: 10.1097/CJI.0000000000000481
Junyu Huo, Xinyi Fan, Wei Sun, Peng Sun
{"title":"Immunotherapy Efficacy-related Risk Classifier Differentiate Prognostic Characteristics of Gastric Cancer-A Large-scale Retrospective Study.","authors":"Junyu Huo, Xinyi Fan, Wei Sun, Peng Sun","doi":"10.1097/CJI.0000000000000481","DOIUrl":"10.1097/CJI.0000000000000481","url":null,"abstract":"<p><p>Prognostic signatures related to the efficacy of immunotherapy have not been determined in gastric cancer (GC). We identified the differentially expressed genes between the CR/PR and SD/PD groups with the R package \"limma\" (false discovery rate <0.05) in the IMvigor210 data set. The GSE13861 (n=65), GSE15459 (n=192), GSE26899 (n=93), GSE26901 (n=109), GSE28541 (n=40), GSE34942 (n=56), and GSE62254 (n=300) cohorts were merged into a training cohort (n=855). Univariate Cox regression analysis, LASSO penalized Cox regression analysis, and multivariate Cox regression analysis were jointly applied to construct the prognostic model. The Cancer Genome Atlas (TCGA)-STAD (n=371), GSE84437 (n=433), GSE26253 (n=432), and IMvigor210 (n=348) cohorts were utilized for external validation. The GC patients were divided into 16 subgroups according to clinical features for universal applicability validation. Repeated validation confirmed that the overall survival of the high-risk (HR) group was significantly reduced compared with that of the low-risk (LR) group. The HR group showed a higher infiltration abundance of regulatory T cells, macrophages, T follicular helper cells, and natural killer T cells, whereas the infiltration levels of activated CD4 T cells and monocytes were upregulated in the LR group. The calcium, TGF-β, MAPK, Hedgehog, and KRAS signaling pathways were overactivated in the HR group, while the hallmarks related to DNA damage repair and metabolism were enriched in the LR group. In addition, the LR group had high tumor mutation burden, FLG, and OBSCN mutations. A prognostic risk classifier for GC patients was identified and validated by carrying out a multicenter retrospective study.</p>","PeriodicalId":15996,"journal":{"name":"Journal of Immunotherapy","volume":"46 8","pages":"323-332"},"PeriodicalIF":3.9,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10195661","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Surfaceome Profiling Suggests Potential of Anti-MUC1×EGFR Bispecific Antibody for Breast Cancer Targeted Therapy.","authors":"Mona Pourjafar, Massoud Saidijam, Michaela Miehe, Rezvan Najafi, Meysam Soleimani, Edzard Spillner","doi":"10.1097/CJI.0000000000000482","DOIUrl":"https://doi.org/10.1097/CJI.0000000000000482","url":null,"abstract":"<p><p>Breast cancer (BC) treatment has traditionally been challenging due to tumor heterogeneity. Bispecific antibodies (bsAbs) offer a promising approach for overcoming these challenges by targeting multiple specific epitopes. In the current study, we designed a new bsAb against the most common BC cell surface proteins (SPs). To achieve this, we analyzed RNA-sequencing data to identify differentially expressed genes, which were further evaluated using Gene Ontology enrichment, Hidden Markov Models, clinical trial data, and survival analysis to identify druggable gene-encoding cell SPs. Based on these analyses, we constructed and expressed a bsAb targeting the mucin 1 (MUC1) and epidermal growth factor receptor (EGFR) proteins, which are the dominant druggable gene-encoding cell SPs in BC. The recombinant anti-MUC1×EGFR bsAb demonstrated efficient production and high specificity for MUC1 and EGFR + cell lines and BC tissue. Furthermore, the bsAb significantly reduced the proliferation and migration of BC cells. Our results suggested that simultaneous targeting with bsAbs could be a promising targeted therapy for improving the overall efficacy of BC treatment.</p>","PeriodicalId":15996,"journal":{"name":"Journal of Immunotherapy","volume":"46 7","pages":"245-261"},"PeriodicalIF":3.9,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10386688","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Journal of ImmunotherapyPub Date : 2023-09-01Epub Date: 2023-05-23DOI: 10.1097/CJI.0000000000000472
Sjoerd Kramer, Koen van Hee, Hans Blokzijl, Frans van der Heide, Marijn C Visschedijk
{"title":"Immune Checkpoint Inhibitor-related Pancreatitis: A Case Series, Review of the Literature and an Expert Opinion.","authors":"Sjoerd Kramer, Koen van Hee, Hans Blokzijl, Frans van der Heide, Marijn C Visschedijk","doi":"10.1097/CJI.0000000000000472","DOIUrl":"10.1097/CJI.0000000000000472","url":null,"abstract":"<p><p>Immune checkpoint inhibitors (ICIs) have revolutionized the treatment of various malignancies, but are associated with serious adverse events like pancreatitis. Current guidelines are limited to the first step in treating acute ICI-related pancreatitis with steroids but lack treatment advices for steroid dependent pancreatitis. We describe a case series of 3 patients who developed ICI-related pancreatitis with chronic features such as exocrine insufficiency and pancreatic atrophy at imaging. Our first case developed after treatment with pembrolizumab. The pancreatitis responded well after discontinuation of immunotherapy but imaging showed pancreatic atrophy and exocrine pancreatic insufficiency persisted. Cases 2 and 3 developed after treatment with nivolumab. In both, pancreatitis responded well to steroids. However during steroid tapering, pancreatitis recurred and the latter developed exocrine pancreatic insufficiency and pancreatic atrophy at imaging. Our cases demonstrate resemblances with autoimmune pancreatitis based on clinical and imaging findings. In line, both diseases are T-cell mediated and for autoimmune pancreatitis azathioprine is considered as maintenance therapy. Guidelines of other T-cell mediated diseases like ICI-related hepatitis suggest tacrolimus. After adding tacrolimus in case 2 and azathioprine in case 3, steroids could be completely tapered and no new episodes of pancreatitis have occurred. These findings support the idea that the treatment modalities for other T-cell mediated diseases are worthwhile options for steroid dependent ICI-related pancreatitis.</p>","PeriodicalId":15996,"journal":{"name":"Journal of Immunotherapy","volume":"46 7","pages":"271-275"},"PeriodicalIF":3.2,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10405787/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10012852","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Response to Chemoimmunotherapy Is Associated With Expansion of Systemic Antitumor CD4 + Th1 Response in Metastatic Non-Small Cell Lung Cancer.","authors":"Mylène Wespiser, Amélie Marguier, Benoît Lecoester, Thibault Richard, Laura Boullerot, Marine Malfroy, Abhishek Kumar, Caroline Laheurte, Olivier Adotévi","doi":"10.1097/CJI.0000000000000454","DOIUrl":"https://doi.org/10.1097/CJI.0000000000000454","url":null,"abstract":"<p><p>Limited data have reported the evolution of antitumor immune responses under chemoimmunotherapy (chemo-IO) in patients with metastatic non-small cell lung cancer. In this concise study, we performed dynamic monitoring of antitumor CD4 + T helper 1 (Th1) response in peripheral blood from 12 patients receiving a first-line chemo-IO. Tumor-reactive CD4 + Th1 cells were assessed within blood lymphocytes using interferon-gamma enzyme-linked immunospot assay to detect telomerase (TERT)-specific T cells at baseline, 3 and 12 months after treatment. An induction of circulating anti-TERT CD4 + Th1 response were found in 6 of 12 patients at 3 months after chemo-IO. In contrast, 3 patients had a substantial decrease in their preexisting response and 3 remained nonimmune responders. Among patients with chemo-IO-induced immune response, half achieved an objective clinical response and had long-lasting circulating anti-TERT CD4 + Th1 cells detected for at least 1 year. In contrast, no objective response was documented in nonimmune responders and a link between the loss of anti-TERT CD4 + Th1 responses were observed in patients with progressive disease. This preliminary work supports a relationship between the efficacy of combinatorial chemo-IO and circulating anti-TERT CD4 + Th1 responses and highlights the interest to implement blood-based monitoring of tumor-reactive CD4 + T cells that could be additional help for patient management.</p>","PeriodicalId":15996,"journal":{"name":"Journal of Immunotherapy","volume":"46 7","pages":"279-283"},"PeriodicalIF":3.9,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10009756","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Marion Gra, Anne Pham-Ledard, Emilie Gerard, Caroline Dutriaux, Marie Beylot-Barry, Fanny Duval, Louis Carla, Antoine Soulages, Sorilla Prey
{"title":"Brief Communication: Lambert-Eaton Myasthenic Paraneoplastic Syndrome Associated With Merkel Cell Carcinoma Successfully Treated by Immune Checkpoint Inhibitors: 2 Cases.","authors":"Marion Gra, Anne Pham-Ledard, Emilie Gerard, Caroline Dutriaux, Marie Beylot-Barry, Fanny Duval, Louis Carla, Antoine Soulages, Sorilla Prey","doi":"10.1097/CJI.0000000000000480","DOIUrl":"https://doi.org/10.1097/CJI.0000000000000480","url":null,"abstract":"<p><p>Merkel cell carcinoma (MCC) is an aggressive neuroendocrine cutaneous tumor with high metastatic potential. In rare cases, it can be associated with paraneoplastic syndromes (PNS), which result from an antitumor immunity against antigens produced by the tumor itself. Lambert-Eaton Myasthenic Syndrome (LEMS) is a neurological autoimmune PNS characterized by an impairment of the neuromuscular junction, leading to proximal muscle weakness and fatigability. Although the development of immune checkpoint inhibitors (ICI) is a breakthrough in the management of many cancers, onset or worsen of immune diseases has been described. Thereby, in patients with previous neurological PNS like LEMS, the ICI therapy for cancer may aggravate neurological symptoms and lead to irreversible impairment. We report here 2 cases of patients with metastatic MCC associated with a LEMS at the diagnosis. Both successfully received ICI therapies (anti-PDL1 avelumab and anti-PD1 pembrolizumab) without worsening of LEMS and any major immune-related adverse effects. Their neurological condition improved and disappeared concomitantly with the efficacy of immunotherapy, and we did not observe relapse of both MCC and LEMS after treatment discontinuation. Finally, we performed a complete review of the literature, which confirmed that ICI treatment could be discussed for patients with paraneoplastic LEMS, and emphasized the need for multidisciplinary management.</p>","PeriodicalId":15996,"journal":{"name":"Journal of Immunotherapy","volume":"46 7","pages":"276-278"},"PeriodicalIF":3.9,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10065655","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Efficacy and Safety Profile of PD-1 Inhibitors Versus Chemotherapy in the Second-Line Treatment of Advanced Esophageal Squamous Cell Carcinoma: A Systematic Review and Meta-Analysis of Randomized Controlled Trials.","authors":"Zhao Jin, Minghe Zhao","doi":"10.1097/CJI.0000000000000479","DOIUrl":"https://doi.org/10.1097/CJI.0000000000000479","url":null,"abstract":"<p><p>Programmed death 1 (PD-1) inhibitors have emerged as the new standard of care for the second-line treatment of advanced esophageal squamous cell carcinoma. There have been lots of research lately concerning the topic. A comprehensive assessment of the efficacy and safety profile between PD-1 inhibitors and chemotherapy is warranted. Hence, we carried out a systematic review and meta-analysis to illustrate this issue. Pubmed, Embase, Cochrane Library, and Embase were searched systematically until May 1, 2022. We extracted data on efficacy and safety and calculated the pooled hazard ratios (HRs) and relative ratios (RRs) with 95% CI using randomized-effect or fixed-effect models. A subgroup analysis was applied to explore the factors modifying the response to PD-1 inhibitors. Ultimately, a total of 5 studies involving 1970 patients were included in our meta-analysis. PD-1 inhibitors group could attain greater overall survival (OS) benefit (HR = 0.73, 95% CI: 0.66-0.81, P < 0.001) and nearly favorable progression-free survival (HR = 0.89, 0.76-1.04, P = 0.13). Treatment-related adverse events (RR = 0.76, 95% CI: 0.64-0.91, P = 0.004) and level 3-5 treatment-related adverse events (RR = 0.40, 95% CI: 0.32-0.49, P < 0.001) were significantly diminished in PD-1 inhibitors groups. Among all modifying factors, programmed death ligand 1 combined positive score was positively associated with the patient's OS. The analysis suggests that PD-1 inhibitors exhibited better survival outcomes and safety profiles than standard-of-care chemotherapy. High levels of programmed death ligand 1 combined positive scores were associated with an enhanced response to PD-1 immunotherapies concerning OS.</p>","PeriodicalId":15996,"journal":{"name":"Journal of Immunotherapy","volume":"46 7","pages":"262-270"},"PeriodicalIF":3.9,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10012883","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Liuchao Zhang, Lei Cao, Shuang Li, Liuying Wang, Yongzhen Song, Yue Huang, Zhenyi Xu, Jia He, Meng Wang, Kang Li
{"title":"Biologically Interpretable Deep Learning To Predict Response to Immunotherapy In Advanced Melanoma Using Mutations and Copy Number Variations.","authors":"Liuchao Zhang, Lei Cao, Shuang Li, Liuying Wang, Yongzhen Song, Yue Huang, Zhenyi Xu, Jia He, Meng Wang, Kang Li","doi":"10.1097/CJI.0000000000000475","DOIUrl":"https://doi.org/10.1097/CJI.0000000000000475","url":null,"abstract":"<p><p>Only 30-40% of advanced melanoma patients respond effectively to immunotherapy in clinical practice, so it is necessary to accurately identify the response of patients to immunotherapy pre-clinically. Here, we develop KP-NET, a deep learning model that is sparse on KEGG pathways, and combine it with transfer- learning to accurately predict the response of advanced melanomas to immunotherapy using KEGG pathway-level information enriched from gene mutation and copy number variation data. The KP-NET demonstrates best performance with AUROC of 0.886 on testing set and 0.803 on an unseen evaluation set when predicting responders (CR/PR/SD with PFS ≥6 mo) versus non-responders (PD/SD with PFS <6 mo) in anti-CTLA-4 treated melanoma patients. The model also achieves an AUROC of 0.917 and 0.833 in predicting CR/PR versus PD, respectively. Meanwhile, the AUROC is 0.913 when predicting responders versus non-responders in anti-PD-1/PD-L1 melanomas. Moreover, the KP-NET reveals some genes and pathways associated with response to anti-CTLA-4 treatment, such as genes PIK3CA, AOX1 and CBLB, and ErbB signaling pathway, T cell receptor signaling pathway, et al. In conclusion, the KP-NET can accurately predict the response of melanomas to immunotherapy and screen related biomarkers pre-clinically, which can contribute to precision medicine of melanoma.</p>","PeriodicalId":15996,"journal":{"name":"Journal of Immunotherapy","volume":"46 6","pages":"221-231"},"PeriodicalIF":3.9,"publicationDate":"2023-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10132019","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Bas Groenewegen, Elisabeth M Terveer, Arjen Joosse, Marieke C Barnhoorn, Romy D Zwittink
{"title":"Fecal Microbiota Transplantation for Immune Checkpoint Inhibitor-Induced Colitis Is Safe and Contributes to Recovery: Two Case Reports.","authors":"Bas Groenewegen, Elisabeth M Terveer, Arjen Joosse, Marieke C Barnhoorn, Romy D Zwittink","doi":"10.1097/CJI.0000000000000474","DOIUrl":"https://doi.org/10.1097/CJI.0000000000000474","url":null,"abstract":"<p><p>Immune checkpoint inhibitors (ICIs) have improved the prognosis in multiple cancer types. However, ICIs can induce immune-related adverse events such as immune-mediated enterocolitis (IMC). The gut microbiota may be implicated in IMC development. Therefore, we investigated fecal microbiota transplantation (FMT) as a treatment option for 2 patients with metastatic cancer suffering from refractory IMC. The patients were treated with, respectively, 1 and 3 FMTs after vancomycin pre-treatment. We monitored defecation frequency, fecal calprotectin, and microbiota composition. After FMT, both patients improved in defecation frequency, were discharged from the hospital, and received lower dosage of immunosuppressive therapy. Patient 1 developed an invasive pulmonary aspergillosis deemed to be related to prolonged steroid exposure. Patient 2 suffered from a Campylobacter jejuni infection after the first FMT and was treated with meropenem, resulting in a low-diversity microbiota profile and increased calprotectin levels and defecation frequency. After a second and third FMT, bacterial diversity increased and defecation frequency and calprotectin levels decreased. Pre-FMT, both patients showed low bacterial richness, but varying bacterial diversity. After FMT, diversity and richness were similar to healthy donor levels. In conclusion, FMT resulted in improvement of IMC symptoms and corresponding microbial changes in 2 cancer patients with refractory IMC. While more research is warranted, microbiome-modulation could be a promising new therapeutic option for IMC.</p>","PeriodicalId":15996,"journal":{"name":"Journal of Immunotherapy","volume":"46 6","pages":"216-220"},"PeriodicalIF":3.9,"publicationDate":"2023-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10191089","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Peng Song, Dilinaer Wusiman, Wenbin Li, Lei Guo, Jianming Ying, Shugeng Gao, Jie He
{"title":"Validating a Macrophage Marker Gene Signature (MMGS) in Lung Adenocarcinoma Prognosis and Response to Immunotherapy.","authors":"Peng Song, Dilinaer Wusiman, Wenbin Li, Lei Guo, Jianming Ying, Shugeng Gao, Jie He","doi":"10.1097/CJI.0000000000000477","DOIUrl":"https://doi.org/10.1097/CJI.0000000000000477","url":null,"abstract":"<p><p>Lung adenocarcinoma (LUAD) is the leading cause of cancer-related death worldwide. Tumor-associated macrophages play pivotal roles in the tumor microenvironment (TME) and prognosis of LUAD. We first used single-cell RNA sequencing data to identify macrophage marker genes in LUAD. Univariate, least absolute shrinkage and selection operator and stepwise multivariate Cox regression analyses were conducted to evaluate macrophage marker genes as prognostic factors and to construct the macrophage marker genes signature (MMGS). A novel 8-gene signature was constructed to predict prognosis based on 465 macrophage marker genes identified by an analysis of single-cell RNA sequencing data of LUAD, and was also verified in 4 independent GEO cohorts. The MMGS significantly classified patients into high-risk and low-risk groups in terms of OS. A prognostic nomogram based on independent risk factors was established to predict the 2-, 3- and 5-year survival, which indicated superior accuracy in predicting prognosis. The high-risk group was correlated to higher tumor mutational burden, number of neoantigens, T-cell receptor richness, and lower TIDE, which suggested that high-risk patients were more likely to benefit from immunotherapy. The prediction of the possibility of immunotherapy efficacy was also discussed. Analysis of an immunotherapy cohort further verified that patients with high-risk scores had better immunotherapy responses than low-risk patients. The MMGS is a promising signature for predicting prognosis and effectiveness of immunotherapy in patients with LUAD, and may be helpful for clinical decision-making.</p>","PeriodicalId":15996,"journal":{"name":"Journal of Immunotherapy","volume":"46 6","pages":"205-215"},"PeriodicalIF":3.9,"publicationDate":"2023-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10137473","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}