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1.
Cell ; 185(7): 1189-1207.e25, 2022 03 31.
Artigo em Inglês | MEDLINE | ID: mdl-35325594

RESUMO

Macrophage infiltration is a hallmark of solid cancers, and overall macrophage infiltration correlates with lower patient survival and resistance to therapy. Tumor-associated macrophages, however, are phenotypically and functionally heterogeneous. Specific subsets of tumor-associated macrophage might be endowed with distinct roles on cancer progression and antitumor immunity. Here, we identify a discrete population of FOLR2+ tissue-resident macrophages in healthy mammary gland and breast cancer primary tumors. FOLR2+ macrophages localize in perivascular areas in the tumor stroma, where they interact with CD8+ T cells. FOLR2+ macrophages efficiently prime effector CD8+ T cells ex vivo. The density of FOLR2+ macrophages in tumors positively correlates with better patient survival. This study highlights specific roles for tumor-associated macrophage subsets and paves the way for subset-targeted therapeutic interventions in macrophages-based cancer therapies.


Assuntos
Neoplasias da Mama , Macrófagos , Mama/imunologia , Neoplasias da Mama/epidemiologia , Neoplasias da Mama/imunologia , Linfócitos T CD8-Positivos , Feminino , Receptor 2 de Folato , Humanos , Linfócitos do Interstício Tumoral , Prognóstico
2.
Cell ; 184(20): 5230-5246.e22, 2021 09 30.
Artigo em Inglês | MEDLINE | ID: mdl-34551315

RESUMO

Although mutations leading to a compromised nuclear envelope cause diseases such as muscular dystrophies or accelerated aging, the consequences of mechanically induced nuclear envelope ruptures are less known. Here, we show that nuclear envelope ruptures induce DNA damage that promotes senescence in non-transformed cells and induces an invasive phenotype in human breast cancer cells. We find that the endoplasmic reticulum (ER)-associated exonuclease TREX1 translocates into the nucleus after nuclear envelope rupture and is required to induce DNA damage. Inside the mammary duct, cellular crowding leads to nuclear envelope ruptures that generate TREX1-dependent DNA damage, thereby driving the progression of in situ carcinoma to the invasive stage. DNA damage and nuclear envelope rupture markers were also enriched at the invasive edge of human tumors. We propose that DNA damage in mechanically challenged nuclei could affect the pathophysiology of crowded tissues by modulating proliferation and extracellular matrix degradation of normal and transformed cells.


Assuntos
Neoplasias da Mama/enzimologia , Neoplasias da Mama/patologia , Dano ao DNA , Exodesoxirribonucleases/metabolismo , Membrana Nuclear/metabolismo , Fosfoproteínas/metabolismo , Animais , Linhagem Celular , Senescência Celular , Colágeno/metabolismo , Progressão da Doença , Feminino , Humanos , Camundongos , Invasividade Neoplásica , Membrana Nuclear/ultraestrutura , Proteólise , Ensaios Antitumorais Modelo de Xenoenxerto
3.
Cell ; 175(3): 751-765.e16, 2018 10 18.
Artigo em Inglês | MEDLINE | ID: mdl-30318143

RESUMO

We examined how the immune microenvironment molds tumor evolution at different metastatic organs in a longitudinal dataset of colorectal cancer. Through multiplexed analyses, we showed that clonal evolution patterns during metastatic progression depend on the immune contexture at the metastatic site. Genetic evidence of neoantigen depletion was observed in the sites with high Immunoscore and spatial proximity between Ki67+ tumor cells and CD3+ cells. The immunoedited tumor clones were eliminated and did not recur, while progressing clones were immune privileged, despite the presence of tumor-infiltrating lymphocytes. Characterization of immune-privileged metastases revealed tumor-intrinsic and tumor-extrinsic mechanisms of escape. The lowest recurrence risk was associated with high Immunoscore, occurrence of immunoediting, and low tumor burden. We propose a parallel selection model of metastatic progression, where branched evolution could be traced back to immune-escaping clones. The findings could inform the understanding of cancer dissemination and the development of immunotherapeutics.


Assuntos
Infiltração Leucêmica/imunologia , Modelos Estatísticos , Neoplasias/imunologia , Carga Tumoral/imunologia , Humanos , Linfócitos do Interstício Tumoral/imunologia , Metástase Neoplásica , Neoplasias/genética , Neoplasias/patologia , Microambiente Tumoral/imunologia
4.
Immunity ; 54(2): 367-386.e8, 2021 02 09.
Artigo em Inglês | MEDLINE | ID: mdl-33567262

RESUMO

Understanding the contribution of the host's genetic background to cancer immunity may lead to improved stratification for immunotherapy and to the identification of novel therapeutic targets. We investigated the effect of common and rare germline variants on 139 well-defined immune traits in ∼9000 cancer patients enrolled in TCGA. High heritability was observed for estimates of NK cell and T cell subset infiltration and for interferon signaling. Common variants of IFIH1, TMEM173 (STING1), and TMEM108 were associated with differential interferon signaling and variants mapping to RBL1 correlated with T cell subset abundance. Pathogenic or likely pathogenic variants in BRCA1 and in genes involved in telomere stabilization and Wnt-ß-catenin also acted as immune modulators. Our findings provide evidence for the impact of germline genetics on the composition and functional orientation of the tumor immune microenvironment. The curated datasets, variants, and genes identified provide a resource toward further understanding of tumor-immune interactions.


Assuntos
Mutação em Linhagem Germinativa/genética , Imunoterapia/métodos , Células Matadoras Naturais/imunologia , Linfócitos do Interstício Tumoral/imunologia , Neoplasias/imunologia , Linfócitos T/imunologia , Bases de Dados Genéticas , Feminino , Regulação Neoplásica da Expressão Gênica , Genes BRCA1 , Estudo de Associação Genômica Ampla , Humanos , Interferons/metabolismo , Masculino , Pessoa de Meia-Idade , Neoplasias/genética , Característica Quantitativa Herdável , Proteína p107 Retinoblastoma-Like/genética , Transdução de Sinais/genética , Proteínas Wnt/genética , Proteínas Wnt/metabolismo , beta Catenina/genética , beta Catenina/metabolismo
5.
Immunity ; 52(1): 55-81, 2020 01 14.
Artigo em Inglês | MEDLINE | ID: mdl-31940273

RESUMO

Cancer is a complex disease whose outcome depends largely on the cross-talk between the tumor and its microenvironment. Here, we review the evolution of the field of tumor immunology and the advances, in lockstep, of our understanding of cancer as a disease. We discuss the involvement of different immune cells at distinct stages of tumor progression and how immune contexture determinants shaping tumor development are being exploited therapeutically. Current clinical stratification schemes focus on the tumor histopathology and the molecular characteristics of the tumor cell. We argue for the importance of revising these stratification systems to include immune parameters so as to address the immediate need for improved prognostic and/or predictive information to guide clinical decisions.


Assuntos
Imunoterapia/métodos , Neoplasias/imunologia , Neoplasias/terapia , Antígeno B7-H1/antagonistas & inibidores , Antígeno CTLA-4/antagonistas & inibidores , Humanos , Neoplasias/patologia , Receptor de Morte Celular Programada 1/antagonistas & inibidores , Linfócitos T/imunologia , Microambiente Tumoral/imunologia
6.
Immunity ; 44(3): 698-711, 2016 Mar 15.
Artigo em Inglês | MEDLINE | ID: mdl-26982367

RESUMO

Microsatellite instability in colorectal cancer predicts favorable outcomes. However, the mechanistic relationship between microsatellite instability, tumor-infiltrating immune cells, Immunoscore, and their impact on patient survival remains to be elucidated. We found significant differences in mutational patterns, chromosomal instability, and gene expression that correlated with patient microsatellite instability status. A prominent immune gene expression was observed in microsatellite-instable (MSI) tumors, as well as in a subgroup of microsatellite-stable (MSS) tumors. MSI tumors had increased frameshift mutations, showed genetic evidence of immunoediting, had higher densities of Th1, effector-memory T cells, in situ proliferating T cells, and inhibitory PD1-PDL1 cells, had high Immunoscores, and were infiltrated with mutation-specific cytotoxic T cells. Multivariate analysis revealed that Immunoscore was superior to microsatellite instability in predicting patients' disease-specific recurrence and survival. These findings indicate that assessment of the immune status via Immunoscore provides a potent indicator of tumor recurrence beyond microsatellite-instability staging that could be an important guide for immunotherapy strategies.


Assuntos
Neoplasias Colorretais/diagnóstico , Imunoensaio/métodos , Patologia Molecular/métodos , Subpopulações de Linfócitos T/imunologia , Células Th1/imunologia , Idoso , Idoso de 80 Anos ou mais , Células Cultivadas , Neoplasias Colorretais/mortalidade , Testes Imunológicos de Citotoxicidade , Análise Mutacional de DNA , Feminino , Mutação da Fase de Leitura/genética , Humanos , Memória Imunológica , Masculino , Instabilidade de Microssatélites , Repetições de Microssatélites , Valor Preditivo dos Testes , Prognóstico , Análise de Sobrevida , Transcriptoma
7.
Nature ; 571(7766): 570-575, 2019 07.
Artigo em Inglês | MEDLINE | ID: mdl-31243362

RESUMO

Early detection and treatment are critical for improving the outcome of patients with cancer1. Understanding the largely uncharted biology of carcinogenesis requires deciphering molecular processes in premalignant lesions, and revealing the determinants of the intralesional immune reaction during cancer development. The adaptive immune response within tumours has previously been shown to be strongest at the earliest stage of carcinoma2,3. Here we show that immune activation and immune escape occur before tumour invasion, and reveal the relevant immune biomarkers of the pre-invasive stages of carcinogenesis in the lung. We used gene-expression profiling and multispectral imaging to analyse a dataset of 9 morphological stages of the development of lung squamous cell carcinoma, which includes 122 well-annotated biopsies from 77 patients. We identified evolutionary trajectories of cancer and immune pathways that comprise (1) a linear increase in proliferation and DNA repair from normal to cancerous tissue; (2) a transitory increase of metabolism and early immune sensing, through the activation of resident immune cells, in low-grade pre-invasive lesions; (3) the activation of immune responses and immune escape through immune checkpoints and suppressive interleukins from high-grade pre-invasive lesions; and, ultimately, (4) the activation of the epithelial-mesenchymal transition in the invasive stage of cancer. We propose that carcinogenesis in the lung involves a dynamic co-evolution of pre-invasive bronchial cells and the immune response. These findings highlight the need to develop immune biomarkers for early detection as well as immunotherapy-based chemopreventive approaches for individuals who are at high risk of developing lung cancer.


Assuntos
Carcinogênese/imunologia , Carcinogênese/patologia , Carcinoma de Células Escamosas/imunologia , Carcinoma de Células Escamosas/patologia , Neoplasias Pulmonares/imunologia , Neoplasias Pulmonares/patologia , Evasão Tumoral/imunologia , Adulto , Idoso , Carcinogênese/efeitos dos fármacos , Carcinogênese/genética , Carcinoma de Células Escamosas/tratamento farmacológico , Carcinoma de Células Escamosas/genética , Detecção Precoce de Câncer , Transição Epitelial-Mesenquimal , Feminino , Humanos , Neoplasias Pulmonares/tratamento farmacológico , Neoplasias Pulmonares/genética , Masculino , Pessoa de Meia-Idade , Invasividade Neoplásica , Evasão Tumoral/efeitos dos fármacos , Evasão Tumoral/genética , Microambiente Tumoral
8.
Immunity ; 43(4): 631-3, 2015 Oct 20.
Artigo em Inglês | MEDLINE | ID: mdl-26488814

RESUMO

Predicting cancer patients' response to therapy is essential for curing disease and improving quality of life. Garraway and colleagues demonstrate that the frequency and number of neoantigens, non-synonymous mutations, and adaptive immune genes, but not the assessment of individual recurrent neoantigens or mutations, predicts patient responses to immunotherapy.


Assuntos
Anticorpos Monoclonais/farmacologia , Antígenos de Neoplasias/genética , Biomarcadores Farmacológicos , Antígeno CTLA-4/antagonistas & inibidores , Melanoma/tratamento farmacológico , Melanoma/genética , Neoplasias Cutâneas/tratamento farmacológico , Neoplasias Cutâneas/genética , Feminino , Humanos , Masculino
9.
J Transl Med ; 21(1): 508, 2023 07 28.
Artigo em Inglês | MEDLINE | ID: mdl-37507765

RESUMO

Outcomes for patients with melanoma have improved over the past decade with the clinical development and approval of immunotherapies targeting immune checkpoint receptors such as programmed death-1 (PD-1), programmed death ligand 1 (PD-L1) or cytotoxic T lymphocyte antigen-4 (CTLA-4). Combinations of these checkpoint therapies with other agents are now being explored to improve outcomes and enhance benefit-risk profiles of treatment. Alternative inhibitory receptors have been identified that may be targeted for anti-tumor immune therapy, such as lymphocyte-activation gene-3 (LAG-3), as have several potential target oncogenes for molecularly targeted therapy, such as tyrosine kinase inhibitors. Unfortunately, many patients still progress and acquire resistance to immunotherapy and molecularly targeted therapies. To bypass resistance, combination treatment with immunotherapies and single or multiple TKIs have been shown to improve prognosis compared to monotherapy. The number of new combinations treatment under development for melanoma provides options for the number of patients to achieve a therapeutic benefit. Many diagnostic and prognostic assays have begun to show clinical applicability providing additional tools to optimize and individualize treatments. However, the question on the optimal algorithm of first- and later-line therapies and the search for biomarkers to guide these decisions are still under investigation. This year, the Melanoma Bridge Congress (Dec 1st-3rd, 2022, Naples, Italy) addressed the latest advances in melanoma research, focusing on themes of paramount importance for melanoma prevention, diagnosis and treatment. This included sessions dedicated to systems biology on immunotherapy, immunogenicity and gene expression profiling, biomarkers, and combination treatment strategies.


Assuntos
Melanoma , Humanos , Melanoma/terapia , Melanoma/tratamento farmacológico , Imunoterapia , Antígeno CTLA-4 , Itália
10.
Lancet Oncol ; 23(7): 876-887, 2022 07.
Artigo em Inglês | MEDLINE | ID: mdl-35636444

RESUMO

BACKGROUND: Immune checkpoint inhibitors have not shown clinical benefit to patients with metastatic colorectal cancer who had proficient mismatch repair (pMMR) or microsatellite stable (MSS) tumours in previous studies. Both an active combination chemotherapy (FOLFOXIRI; fluorouracil, leucovorin, oxaliplatin, and irinotecan) and bevacizumab seem able to increase the immunogenicity of pMMR or MSS tumours. We aimed to provide preliminary evidence of benefit from the addition of the anti-PD-L1 agent atezolizumab to first-line FOLFOXIRI plus bevacizumab in patients with metastatic colorectal cancer. METHODS: AtezoTRIBE was a multicentre, open-label, randomised, controlled, phase 2 study of patients (aged 18-70 years with an Eastern Cooperative Oncology Group [ECOG] performance status of 0-2 and aged 71-75 years with an ECOG performance status of 0) with histologically confirmed, unresectable, previously untreated metastatic colorectal cancer and adequate organ function, who were recruited from 22 oncology centres in Italy. Patients were stratified according to centre, ECOG performance status, primary tumour site, and previous adjuvant therapy. A randomisation system incorporating a minimisation algorithm randomly assigned (1:2) patients via a masked web-based allocation procedure to two groups: the control group received first-line FOLFOXIRI (intravenous 165 mg/m2 irinotecan, 85 mg/m2 oxaliplatin, 200 mg/m2 leucovorin, and 3200 mg/m2 fluorouracil as a 48 h infusion) plus bevacizumab (5 mg/kg intravenously), and the atezolizumab group received the same regimen plus atezolizumab (840 mg intravenously). Combination treatments were administered up to eight 14-day cycles followed by maintenance with fluorouracil and leucovorin plus bevacizumab with or without atezolizumab, according to randomisation group, until disease progression, unacceptable adverse events, or consent withdrawal. The primary endpoint was progression-free survival, analysed by the intention-to-treat principle. Safety was assessed in patients who received at least one dose of the study treatment. The study recruitment is completed. The trial is registered with Clinicaltrials.gov, NCT03721653. FINDINGS: Between Nov 30, 2018, and Feb 26, 2020, 218 patients were randomly assigned and received treatment (73 in the control group and 145 in the atezolizumab group). At the data cutoff (Aug 1, 2021), median follow-up was 19·9 months (IQR 17·3-23·9). Median progression-free survival was 13·1 months (80% CI 12·5-13·8) in the atezolizumab group and 11·5 months (10·0-12·6) in the control group (hazard ratio [HR] 0·69 [80% CI 0·56-0·85]; p=0·012; adjusted HR 0·70 [80% CI 0·57-0·87]; log-rank test p=0·018). The most frequent all-cause grade 3-4 adverse events were neutropenia (59 [42%] of 142 patients in the atezolizumab group vs 26 [36%] of 72 patients in the control group), diarrhoea (21 [15%] vs nine [13%]), and febrile neutropenia (14 [10%] vs seven [10%]). Serious adverse events were reported in 39 (27%) patients in the atezolizumab group and in 19 (26%) patients in the control group. Two (1%) treatment-related deaths (due to acute myocardial infarction and bronchopulmonary haemorrhage) were reported in the atezolizumab group; none were reported in the control group. INTERPRETATION: The addition of atezolizumab to first-line FOLFOXIRI plus bevacizumab is safe and improved progression-free survival in patients with previously untreated metastatic colorectal cancer. FUNDING: GONO Foundation, ARCO Foundation, F Hoffmann-La Roche, and Roche.


Assuntos
Neoplasias do Colo , Neoplasias Colorretais , Neoplasias Retais , Anticorpos Monoclonais Humanizados , Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos , Bevacizumab , Camptotecina/análogos & derivados , Neoplasias do Colo/tratamento farmacológico , Neoplasias Colorretais/patologia , Fluoruracila , Humanos , Irinotecano/uso terapêutico , Leucovorina , Compostos Organoplatínicos , Oxaliplatina/uso terapêutico
11.
J Transl Med ; 20(1): 257, 2022 06 07.
Artigo em Inglês | MEDLINE | ID: mdl-35672823

RESUMO

Over the past decade, immunotherapy has become an increasingly fundamental modality in the treatment of cancer. The positive impact of immune checkpoint inhibition, especially anti-programmed death (PD)-1/PD-ligand (L)1 blockade, in patients with different cancers has focused attention on the potential for other immunotherapeutic approaches. These include inhibitors of additional immune checkpoints, adoptive cell transfer (ACT), and therapeutic vaccines. Patients with advanced cancers who previously had limited treatment options available may now benefit from immunotherapies that can offer durable responses and improved survival outcomes. However, despite this, a significant proportion of patients fail to respond to immunotherapy, especially those with less immunoresponsive cancer types, and there remains a need for new treatment strategies.The virtual Immunotherapy Bridge (December 1st-2nd, 2021), organized by the Fondazione Melanoma Onlus, Naples, Italy in collaboration with the Society for Immunotherapy of Cancer addressed several areas of current research in immunotherapy, including lessons learned from cell therapies, drivers of immune response, and trends in immunotherapy across different cancers, and these are summarised here.


Assuntos
Biomarcadores Tumorais , Melanoma , Biomarcadores Tumorais/metabolismo , Humanos , Fatores Imunológicos , Imunoterapia , Itália
12.
Immunity ; 39(1): 11-26, 2013 Jul 25.
Artigo em Inglês | MEDLINE | ID: mdl-23890060

RESUMO

Numerous analyses of large patient cohorts identified specific patterns of immune activation associated with patient survival. We established these as the immune contexture, encompassing the type, functional orientation, density, and location of adaptive immune cells within distinct tumor regions. Based on the immune contexture, a standardized, powerful immune stratification system, the Immunoscore, was delineated. The immune contexture is characterized by immune signatures also observed in association with the broader phenomenon of immune-mediated, tissue-specific destruction. We defined these as the immunologic constant of rejection. Predictive, prognostic, and mechanistic immune signatures overlap, and a continuum of intratumor immune reactions exists. The balance between tumor cell growth and elimination may be tipped upon a crescendo induced by immune manipulations aimed at enhancing naturally occurring immunosurveillance. Here, we propose a broader immunological interpretation of these three concepts--immune contexture, Immunoscore, and immunologic constant of rejection--that segregates oncogenic processes independently of their tissue origin.


Assuntos
Sistema Imunitário/imunologia , Monitorização Imunológica/métodos , Neoplasias/imunologia , Microambiente Tumoral/imunologia , Citocinas/imunologia , Citocinas/metabolismo , Regulação Neoplásica da Expressão Gênica/imunologia , Humanos , Sistema Imunitário/metabolismo , Modelos Imunológicos , Neoplasias/genética , Neoplasias/metabolismo , Prognóstico , Linfócitos T/imunologia , Linfócitos T/metabolismo , Microambiente Tumoral/genética
13.
Immunity ; 39(4): 782-95, 2013 Oct 17.
Artigo em Inglês | MEDLINE | ID: mdl-24138885

RESUMO

The complex interactions between tumors and their microenvironment remain to be elucidated. Combining large-scale approaches, we examined the spatio-temporal dynamics of 28 different immune cell types (immunome) infiltrating tumors. We found that the immune infiltrate composition changed at each tumor stage and that particular cells had a major impact on survival. Densities of T follicular helper (Tfh) cells and innate cells increased, whereas most T cell densities decreased along with tumor progression. The number of B cells, which are key players in the core immune network and are associated with prolonged survival, increased at a late stage and showed a dual effect on recurrence and tumor progression. The immune control relevance was demonstrated in three endoscopic orthotopic colon-cancer mouse models. Genomic instability of the chemokine CXCL13 was a mechanism associated with Tfh and B cell infiltration. CXCL13 and IL21 were pivotal factors for the Tfh/B cell axis correlating with survival. This integrative study reveals the immune landscape in human colorectal cancer and the major hallmarks of the microenvironment associated with tumor progression and recurrence.


Assuntos
Linfócitos B/imunologia , Carcinoma/imunologia , Quimiocina CXCL13/imunologia , Neoplasias Colorretais/imunologia , Interleucinas/imunologia , Recidiva Local de Neoplasia/imunologia , Linfócitos T Auxiliares-Indutores/imunologia , Animais , Linfócitos B/patologia , Carcinoma/genética , Carcinoma/mortalidade , Carcinoma/patologia , Movimento Celular , Quimiocina CXCL13/genética , Neoplasias Colorretais/genética , Neoplasias Colorretais/mortalidade , Neoplasias Colorretais/patologia , Perfilação da Expressão Gênica , Regulação da Expressão Gênica , Humanos , Imunidade Inata , Interleucinas/genética , Contagem de Linfócitos , Camundongos , Recidiva Local de Neoplasia/genética , Recidiva Local de Neoplasia/mortalidade , Recidiva Local de Neoplasia/patologia , Estadiamento de Neoplasias , Estabilidade Proteica , Análise de Sobrevida , Linfócitos T Auxiliares-Indutores/patologia , Microambiente Tumoral/imunologia
14.
J Transl Med ; 19(1): 238, 2021 06 02.
Artigo em Inglês | MEDLINE | ID: mdl-34078406

RESUMO

Improved understanding of tumor immunology has enabled the development of therapies that harness the immune system and prevent immune escape. Numerous clinical trials and real-world experience has provided evidence of the potential for long-term survival with immunotherapy in various types of malignancy. Recurring observations with immuno-oncology agents include their potential for clinical application across a broad patient population with different tumor types, conventional and unconventional response patterns, durable responses, and immune-related adverse events. Despite the substantial achievements to date, a significant proportion of patients still fail to benefit from current immunotherapy options, and ongoing research is focused on transforming non-responders to responders through the development of novel treatments, new strategies to combination therapy, adjuvant and neoadjuvant approaches, and the identification of biomarkers of response. These topics were the focus of the virtual Immunotherapy Bridge (December 2nd-3rd, 2020), organized by the Fondazione Melanoma Onlus, Naples, Italy, in collaboration with the Society for Immunotherapy of Cancer and are summarised in this report.


Assuntos
Biomarcadores Tumorais , Melanoma , Humanos , Imunoterapia , Itália , Recidiva Local de Neoplasia
15.
Bioinformatics ; 35(19): 3864-3866, 2019 10 01.
Artigo em Inglês | MEDLINE | ID: mdl-30847467

RESUMO

SUMMARY: Large scale technologies produce massive amounts of experimental data that need to be investigated. To improve their biological interpretation we have developed ClueGO, a Cytoscape App that selects representative Gene Onology terms and pathways for one or multiple lists of genes/proteins and visualizes them into functionally organized networks. Because of its reliability, userfriendliness and support of many species ClueGO gained a large community of users. To further allow scientists programmatic access to ClueGO with R, Python, JavaScript etc., we implemented the cyREST API into ClueGO. In this article we describe this novel, complementary way of accessing ClueGO via REST, and provide R and Phyton examples to demonstrate how ClueGO workflows can be integrated into bioinformatic analysis pipelines. AVAILABILITY AND IMPLEMENTATION: ClueGO is available in the Cytoscape App Store (http://apps.cytoscape.org/apps/cluego). SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Assuntos
Biologia Computacional , Software , Ontologia Genética , Redes Reguladoras de Genes , Proteínas , Reprodutibilidade dos Testes
16.
Cancer Treat Res ; 180: 197-211, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32215871

RESUMO

Colorectal cancer (CRC) represents a major public health challenges, with one of the highest incidences worldwide. The two affected anatomical sites in CRC, i.e. the colon and the rectum, share important underlying features, but often differ in terms of therapeutic management. Current guidelines for CRC define its clinical stratification according to classical, tumor cell-based and pathological parameters. Novel ground-breaking findings in the recent years revealed the prominent role of the immune system in shaping CRC development. This chapter provides a detailed overview of the main genomic and immune features driving (or hampering) CRC progression, with a focus on the main immune cells and factors shaping its evolution. Furthermore, we discuss how tumor-infiltrating immunity could be leveraged both for therapeutic and stratification purposes.


Assuntos
Colo/imunologia , Neoplasias Colorretais/imunologia , Linfócitos do Interstício Tumoral/imunologia , Reto/imunologia , Colo/patologia , Progressão da Doença , Humanos , Reto/patologia
17.
Q J Nucl Med Mol Imaging ; 64(2): 152-161, 2020 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-32107902

RESUMO

Current cancer classification is based on intrinsic tumor parameters such as characteristic of tumor cells, tumor progression, tumor invasion and the presence of distant metastases, as summarized by the AJCC/UICC-TNM stratification system. There is currently no immune-based classification of cancer. We provided evidence that the immune contexture, as defined by the type, density, functional immune orientation and the location of immune cells within tumor, strongly influences the outcome of colorectal cancer (CRC) patients. To translate this information to the clinic, we developed an immunohistochemistry and digital pathology-based assay named Immunoscore that allows the quantification of two T cell subsets (CD3 and CD8) in two tumor regions (core and invasive margin of tumors). We have demonstrated that the standardized consensus Immunoscore has a prognostic value superior and independent to the one of the traditional TNM system in an international study in stage I-III colon cancer patients, therefore validating the Immunoscore as the first immune-based scoring system. In additional analyses, we showed the prognostic value of Immunoscore for stage II-IV CRC patients, as well as the predictive value of Immunoscore in stage III colon cancer patients. The Immunoscore may help predict and stratify patients who will benefit from adjuvant chemotherapy. Moreover, the Immunoscore allows the classification of tumors from hot to cold categories, and could consequently guide clinical decision for the choice of treatment.


Assuntos
Neoplasias/imunologia , Tomada de Decisão Clínica , Humanos , Neoplasias/classificação , Neoplasias/patologia
18.
Chirurgia (Bucur) ; 114(2): 152-161, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-31060646

RESUMO

In the fine balance between tumor invasion and our defensive systems, the role played by the adaptive immune response at the tumor site is critical. Beyond the fact that all the immune components of the innate and adaptive response can be observed to varying degrees in the tumor microenvironment, it appears that a high density of T cytotoxic and memory lymphocytes, in a context of Th1 immune orientation in the tumor and its invasion front, provides a prognostic marker of paramount importance for colorectal cancer and more generally all solid tumors. The understanding of the role of immunity in cancer, tailored during one century of intensive research, has led to a complete paradigm shift.based on a sharp dissection In order to show the major impact of this conceptual revolution, we herein retrace through the example of colorectal cancer, how an effective immune test, namely the "Immunoscore", has been developed. We also provide up to date data demonstrating the capacity of the Immunoscore to prognosticate with a better accuracy than the TME classification clinical outcomes and to guide therapeutic strategies.


Assuntos
Neoplasias do Colo/imunologia , Indicadores Básicos de Saúde , Neoplasias Retais/imunologia , Microambiente Tumoral/imunologia , Imunidade Adaptativa/imunologia , Humanos , Prognóstico , Células Th1/imunologia , Resultado do Tratamento
19.
Mod Pathol ; 31(2): 214-234, 2018 02.
Artigo em Inglês | MEDLINE | ID: mdl-29192647

RESUMO

Characterizing the tumor immune microenvironment enables the identification of new prognostic and predictive biomarkers, the development of novel therapeutic targets and strategies, and the possibility to guide first-line treatment algorithms. Although the driving elements within the tumor microenvironment of individual primary organ sites differ, many of the salient features remain the same. The presence of a robust antitumor milieu characterized by an abundance of CD8+ cytotoxic T-cells, Th1 helper cells, and associated cytokines often indicates a degree of tumor containment by the immune system and can even lead to tumor elimination. Some of these features have been combined into an 'Immunoscore', which has been shown to complement the prognostic ability of the current TNM staging for early stage colorectal carcinomas. Features of the immune microenvironment are also potential therapeutic targets, and immune checkpoint inhibitors targeting the PD-1/PD-L1 axis are especially promising. FDA-approved indications for anti-PD-1/PD-L1 are rapidly expanding across numerous tumor types and, in certain cases, are accompanied by companion or complimentary PD-L1 immunohistochemical diagnostics. Pathologists have direct visual access to tumor tissue and in-depth knowledge of the histological variations between and within tumor types and thus are poised to drive forward our understanding of the tumor microenvironment. This review summarizes the key components of the tumor microenvironment, presents an overview of and the challenges with PD-L1 antibodies and assays, and addresses newer candidate biomarkers, such as CD8+ cell density and mutational load. Characteristics of the local immune contexture and current pathology-related practices for specific tumor types are also addressed. In the future, characterization of the host antitumor immune response using multiplexed and multimodality biomarkers may help predict which patients will respond to immune-based therapies.


Assuntos
Linfócitos do Interstício Tumoral/imunologia , Neoplasias/imunologia , Microambiente Tumoral/imunologia , Biomarcadores Tumorais , Humanos , Estadiamento de Neoplasias , Neoplasias/genética , Neoplasias/patologia , Neoplasias/terapia , Prognóstico
20.
J Transl Med ; 15(1): 212, 2017 10 20.
Artigo em Inglês | MEDLINE | ID: mdl-29058595

RESUMO

The predictive accuracy of the traditional staging system is based on disease progression as a tumour cell-autonomous process, but it fails to incorporate the effects of the host immune response. A precise analysis of the immune component of the tumour microenvironment by computer-based analysis may be essential to managing patients better, opening the road to an expertise in this new emerging field. The Immunoscore as a new possible approach in the classification of cancer, designated TNM-Immune, studied in colon cancer patients with predictive and prognostic value. This new scoring system is derived from the immune contexture, and is based on the numeration of lymphocyte populations, both in the core of the tumour and in the invasive margin of tumours. The Immunoscore demonstrated to be quantitative, reproducible and robust. The usefulness of Immunoscore in advanced melanoma cancer patients has been as well demonstrated; the correlation of marker expression profile with clinical outcome is ongoing. More recently, the Immunoscore could be a useful prognostic marker in patients with rectal cancer treated by primary surgery. A multivariable Cumulative "Suppression Index" scoring system has been also studied in Oral Squamous Cell Carcinoma patients: it evaluates both the tumor and stromal microcompartments at the invasive margin and summarizes them into the score, providing an accurate stratification, independent of stage, tumour classification. The introduction of Immunoscore requires a redefinition of the Laboratory system according to the LEAN Management process, which has been already implemented in referral research labs. The definition and test of hundreds of biomarkers, in the tumour contexture represents a definitive scientific progression. However, there is still a need of substantial body of work to reach the end of the tunnel to assure a personalize treatment.


Assuntos
Biomarcadores Tumorais/metabolismo , Melanoma/imunologia , Linfócitos T CD8-Positivos/imunologia , Humanos , Terapia de Imunossupressão , Melanoma/patologia
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