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1.
Thorac Cancer ; 15(11): 895-905, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38456253

RESUMO

BACKGROUND: Programmed death ligand-1 (PD-L1) expression is a well-known predictive biomarker of response to immune checkpoint blockade in non-small cell lung cancer (NSCLC). However, there is limited evidence of the relationship between PD-L1 expression, clinicopathological features, and their association with major driver mutations in NSCLC patients in Latin America. METHODS: This retrospective study included patients from Argentina with advanced NSCLC, and centralized evaluation of PD-L1 expression concurrently with genomic alterations in the driver genes EGFR, ALK, ROS1, BRAF, and/or KRAS G12C in FFPE tissue samples. RESULTS: A total of 10 441 patients with advanced NSCLC were analyzed. Adenocarcinoma was the most frequent histological subtype (71.1%). PD-L1 expression was categorized as PD-L1 negative (45.1%), PD-L1 positive low-expression 1%-49% (32.3%), and PD-L1 positive high-expression ≥50% (22.6%). Notably, current smokers and males were more likely to have tumors with PD-L1 tumor proportion score (TPS) ≥50% and ≥ 80% expression, respectively (p < 0.001 and p = 0.013). Tumors with non-adenocarcinoma histology had a significantly higher median PD-L1 expression (p < 0.001). Additionally, PD-L1 in distant nodes was more likely ≥50% (OR 1.60 [95% CI: 1.14-2.25, p < 0.01]). In the multivariate analysis, EGFR-positive tumors were more commonly associated with PD-L1 low expression (OR 0.62 [95% CI: 0.51-0.75], p < 0.01), while ALK-positive tumors had a significant risk of being PD-L1 positive (OR 1.81 [95% CI: 1.30-2.52], p < 0.01). CONCLUSIONS: PD-L1 expression was associated with well-defined clinicopathological and genomic features. These findings provide a comprehensive view of the expression of PD-L1 in patients with advanced NSCLC in a large Latin American cohort.


Assuntos
Adenocarcinoma , Carcinoma Pulmonar de Células não Pequenas , Neoplasias Pulmonares , Masculino , Humanos , Carcinoma Pulmonar de Células não Pequenas/patologia , Neoplasias Pulmonares/patologia , Proteínas Tirosina Quinases/genética , Antígeno B7-H1/genética , Antígeno B7-H1/metabolismo , Estudos Retrospectivos , Quinase do Linfoma Anaplásico/genética , Proteínas Proto-Oncogênicas/genética , Adenocarcinoma/genética , Mutação , Receptores ErbB/genética
2.
Front Immunol ; 14: 1094236, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37564650

RESUMO

Introduction: Identification of tumor specific neoantigen (TSN) immunogenicity is crucial to develop peptide/mRNA based anti-tumoral vaccines and/or adoptive T-cell immunotherapies; thus, accurate in-silico classification/prioritization proves critical for cost-effective clinical applications. Several methods were proposed as TSNs immunogenicity predictors; however, comprehensive performance comparison is still lacking due to the absence of well documented and adequate TSN databases. Methods: Here, by developing a new curated database having 199 TSNs with experimentally-validated MHC-I presentation and positive/negative immune response (ITSNdb), sixteen metrics were evaluated as immunogenicity predictors. In addition, by using a dataset emulating patient derived TSNs and immunotherapy cohorts containing predicted TSNs for tumor neoantigen burden (TNB) with outcome association, the metrics were evaluated as TSNs prioritizers and as immunotherapy response biomarkers. Results: Our results show high performance variability among methods, highlighting the need for substantial improvement. Deep learning predictors were top ranked on ITSNdb but show discrepancy on validation databases. In overall, current predicted TNB did not outperform existing biomarkers. Conclusion: Recommendations for their clinical application and the ITSNdb are presented to promote development and comparison of computational TSNs immunogenicity predictors.


Assuntos
Neoplasias , Humanos , Antígenos de Neoplasias , Peptídeos
3.
J Biomed Inform ; 142: 104387, 2023 06.
Artigo em Inglês | MEDLINE | ID: mdl-37172634

RESUMO

The tumoral immune microenvironment (TIME) plays a key role in prognosis, therapeutic approach and pathophysiological understanding over oncological processes. Several computational immune cell-type deconvolution methods (DM), supported by diverse molecular signatures (MS), have been developed to uncover such TIME interplay from RNA-seq tumor biopsies. MS-DM pairs were benchmarked against each other by means of different metrics, such as Pearson's correlation, R2 and RMSE, but these only evaluate the linear association of the estimated proportion related to the expected one, missing the analysis of prediction-dependent bias trends and cell identification accuracy. We present a novel protocol composed of four tests allowing appropriate evaluation of the cell type identification performance and proportion prediction accuracy of molecular signature-deconvolution method pair by means of certainty and confidence cell-type identification scores (F1-score, distance to the optimal point and error rates) as well the Bland-Altman method for error-trend analysis. Our protocol was used to benchmark six state-of-the-art DMs (CIBERSORTx, DCQ, DeconRNASeq, EPIC, MIXTURE and quanTIseq) paired to five murine tissue-specific MSs, revealing a systematic overestimation of the number of different cell types across almost all methods.


Assuntos
Neoplasias , Humanos , Animais , Camundongos , Análise de Sequência de RNA/métodos , RNA-Seq , Neoplasias/diagnóstico , Neoplasias/genética , Benchmarking , Microambiente Tumoral
4.
JTO Clin Res Rep ; 4(2): 100456, 2023 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-36798785

RESUMO

Limited strategies are available at disease progression on osimertinib for patients with EGFR-mutant NSCLC. The emergence of the on-target EGFR C797S mutation has been described as one of the most common mechanisms of resistance. In addition, loss of the EGFR T790M mutation has been mainly investigated as a resistance phenomenon to second-line osimertinib exposure. Remarkably, by studying the molecular profile at progression, it has been reported that the presence of the EGFR-sensitizing mutation, concurrently with the T790M, and C797S resulted in resistance to the current available EGFR tyrosine kinase inhibitors. Here, we report the first clinical evidence of gefitinib efficacy at EGFR exon 19 deletion/C797S mutation/T790M loss-mediated resistance to first-line osimertinib. Our findings highlight that dynamic genetic monitoring is a crucial approach in the evolution of EGFR-mutant NSCLC to understand the acquired molecular mechanisms for driving the best treatment strategy.

5.
Ecancermedicalscience ; 16: 1448, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36405946

RESUMO

Background: Next-generation sequencing (NGS) has proven to be a key implementation to understanding biological pathways involved in cancer. In daily practice, the identification of somatic and germline mutations has allowed physicians to gather relevant information to make therapeutic decisions and benefit patients. Importantly, somatic mutations provide targeted opportunities for treatment and reveal resistance mechanisms to understand patients' tumour evolution. Scanty data in clinical trials and in a real-world setting is available regarding the utility of poly(ADP-ribose) polymerase inhibitors in pathogenic or likely-pathogenic somatic breast cancer gene 1/2 (BRCA1/2) mutations and/or germline or somatic Homologous Recombination-Related Gene mutations in advanced breast cancer (ABC). Case report: Here we report a real-life case of a 47-year-old postmenopausal woman with hormone receptor-positive (HR-positive) Epidermal growth factor receptor 2 (HER2)-negative metastatic BC that had poor response to classic therapeutic strategies for HR+/HER2- ABC. At this point, the possibility of using NGS to guide the treatment was decided in a Molecular Tumour Board (MTB), and the patient had a major response to talazoparib targeting a non-germline BRCA2 mutation. Conclusion: Undoubtedly, more information regarding the cost effectiveness of NGS is needed to develop adequate reimbursement policies for this technology. It should be highlighted that the generalisation of MTBs and the implementation of molecular screening programmes are greatly needed in our region to gain more knowledge of somatic mutations implicated in the Hispanic and Latin-American population with BC diagnosis. Recently presented results of randomised studies may support the evaluation of somatic mutations with NGS to find targeted therapies for ABC patients.

6.
Cancers (Basel) ; 13(5)2021 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-33804419

RESUMO

Head and neck squamous cell carcinoma (HNSCC) is a heterogeneous group of tumors usually diagnosed at an advanced stage and characterized by a poor prognosis. The main risk factors associated with its development include tobacco and alcohol consumption and Human Papillomavirus (HPV) infections. The immune system has a significant role in the oncogenesis and evolution of this cancer type. Notably, the immunosuppressive tumor microenvironment triggers immune escape through several mechanisms. The improved understanding of the antitumor immune response in solid tumors and the role of the immune checkpoint molecules and other immune regulators have led to the development of novel therapeutic strategies that revolutionized the clinical management of HNSCC. However, the limited overall response rate to immunotherapy urges identifying predictive biomarkers of response and resistance to treatment. Here, we review the role of the immune system and immune checkpoint pathways in HNSCC, the most relevant clinical findings linked to immunotherapeutic strategies and predictive biomarkers of response and future treatment perspectives.

7.
J Exp Med ; 217(2)2020 02 03.
Artigo em Inglês | MEDLINE | ID: mdl-31873723

RESUMO

Hanahan and Weinberg have proposed 10 organizing principles that enable growth and metastatic dissemination of cancer cells. These distinctive and complementary capabilities, defined as the "hallmarks of cancer," include the ability of tumor cells and their microenvironment to sustain proliferative signaling, evade growth suppressors, resist cell death, promote replicative immortality, induce angiogenesis, support invasion and metastasis, reprogram energy metabolism, induce genomic instability and inflammation, and trigger evasion of immune responses. These common features are hierarchically regulated through different mechanisms, including those involving glycosylation-dependent programs that influence the biological and clinical impact of each hallmark. Galectins, an evolutionarily conserved family of glycan-binding proteins, have broad influence in tumor progression by rewiring intracellular and extracellular circuits either in cancer or stromal cells, including immune cells, endothelial cells, and fibroblasts. In this review, we dissect the role of galectins in shaping cellular circuitries governing each hallmark of tumors, illustrating relevant examples and highlighting novel opportunities for treating human cancer.


Assuntos
Carcinogênese/metabolismo , Galectinas/metabolismo , Neoplasias/metabolismo , Animais , Biomarcadores Tumorais/metabolismo , Morte Celular , Proliferação de Células , Metabolismo Energético , Instabilidade Genômica , Glicosilação , Humanos , Inflamação/metabolismo , Metástase Neoplásica , Neovascularização Patológica/metabolismo , Telomerase/metabolismo , Evasão Tumoral
8.
Cancer Cell ; 33(2): 155-157, 2018 02 12.
Artigo em Inglês | MEDLINE | ID: mdl-29438689

RESUMO

The clinical efficacy of therapies targeting the PD-1/PD-L1 pathway is still limited. In this issue of Cancer Cell, Li and colleagues identify a PD-L1 glycosylation-based mechanism in triple-negative breast cancer that fosters immunosuppression by enhancing interactions with PD-1. Targeting glycosylated PD-L1 with a drug-conjugated antibody opens new avenues for treatment.


Assuntos
Antígeno B7-H1 , Neoplasias de Mama Triplo Negativas , Humanos , Imunoterapia , Polissacarídeos
9.
Cytokine Growth Factor Rev ; 21(1): 67-76, 2010 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-20006533

RESUMO

In the last years it became clear that the tumor microenvironment plays a major role in neoplastic growth. Proteins secreted either by the malignant cells or by the tumor-associated stromal cells act as extracellular signal transductors, orchestrating tumor progression. Sentinel cells of the innate immune system patrol the different organs and have proven either to promote tumor growth or induce tumor suppression. In recent years, members of the matricellular family of extracellular proteins were shown to be involved in different aspects of the inflammatory response during tumor development, although in contradictory ways. In this review we discuss the evidence available up to date that relates matricellular proteins with the regulation of the inflammatory response and tumor progression.


Assuntos
Proteínas da Matriz Extracelular/imunologia , Inflamação/complicações , Inflamação/imunologia , Neoplasias/etiologia , Neoplasias/imunologia , Animais , Quimiocinas/imunologia , Citocinas/imunologia , Humanos , Imunidade Inata , Modelos Imunológicos , Neoplasias/prevenção & controle , Osteonectina/imunologia , Cicatrização/imunologia
10.
Cancer Metastasis Rev ; 27(4): 691-705, 2008 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-18542844

RESUMO

Tumor growth is essentially the result of an evolving cross-talk between malignant and surrounding stromal cells (fibroblasts, endothelial cells and inflammatory cells). This heterogeneous mass of extracellular matrix and intermingled cells interact through cell-cell and cell-matrix contacts. Malignant cells also secrete soluble proteins that reach neighbor stromal cells, forcing them to provide the soil on which they will grow and metastasize. Different studies including expression array analysis identified the matricellular protein SPARC as a marker of poor prognosis in different cancer types. Further evidence demonstrated that high SPARC levels are often associated with the most aggressive and highly metastatic tumors. Here we describe the most recent evidence that links SPARC with human cancer progression, the controversy regarding its role in certain human cancers and the physiological processes in which SPARC is involved: epithelial-mesenchymal transition, immune surveillance and angiogenesis. Its relevance as a potential target in cancer therapy is also discussed.


Assuntos
Neoplasias/metabolismo , Osteonectina/metabolismo , Transdução de Sinais/fisiologia , Animais , Progressão da Doença , Humanos
11.
Cancer Metastasis Rev ; 27(3): 523-37, 2008 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-18459035

RESUMO

Tumor growth is essentially the result of an evolving cross-talk between malignant and surrounding stromal cells (fibroblasts, endothelial cells and inflammatory cells). This heterogeneous mass of extracellular matrix and intermingled cells interact through cell-cell and cell-matrix contacts. Malignant cells also secrete soluble proteins that reach neighbor stromal cells, forcing them to provide the soil on which they will grow and metastasize. Different studies including expression array analysis identified the matricellular protein SPARC as a marker of poor prognosis in different cancer types. Further evidence demonstrated that high SPARC levels are often associated with the most aggressive and highly metastatic tumors. Here we describe the most recent evidence that links SPARC with human cancer progression, the controversy regarding its role in certain human cancers and the physiological processes in which SPARC is involved: epithelial-mesenchymal transition, immune surveillance and angiogenesis. Its relevance as a potential target in cancer therapy is also discussed.


Assuntos
Comunicação Celular/fisiologia , Neoplasias/metabolismo , Neoplasias/patologia , Osteonectina/fisiologia , Animais , Progressão da Doença , Matriz Extracelular/metabolismo , Matriz Extracelular/patologia , Humanos , Invasividade Neoplásica/patologia , Receptor Cross-Talk/fisiologia
12.
Proteomics ; 7(22): 4123-34, 2007 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-17994631

RESUMO

Secreted protein, acidic and rich in cysteines (SPARC) is a secreted protein associated with increased aggressiveness of different human cancer types. In order to identify downstream mediators of SPARC activity, we performed a 2-DE proteomic analysis of human melanoma cells following antisense-mediated downregulation of SPARC expression. We found 23/504 differential spots, 15 of which were identified by peptide fingerprinting analysis. Three of the differential proteins (N-cadherin (N-CAD), clusterin (CLU), and HSP27) were validated by immunoblotting, confirming decreased levels of N-CAD and CLU and increased amounts of HSP27 in conditioned media of cells with diminished SPARC expression. Furthermore, transient knock down of SPARC expression in melanoma cells following adenoviral-mediated transfer of antisense RNA confirmed these changes. We next developed two different RNAs against SPARC that were able to inhibit in vivo melanoma cell growth. Immunoblotting of the secreted fraction of RNAi-transfected melanoma cells confirmed that downregulation of SPARC expression promoted decreased levels of N-CAD and CLU and increased secretion of HSP27. Transient re-expression of SPARC in SPARC-downregulated cells reverted extracellular N-CAD, CLU, and HSP27 to levels similar to those in the control. These results constitute the first evidence that SPARC, N-CAD, CLU, and HSP27 converge in a unique molecular network in melanoma cells.


Assuntos
Caderinas/metabolismo , Clusterina/metabolismo , Proteínas de Choque Térmico/metabolismo , Melanoma/metabolismo , Proteínas de Neoplasias/metabolismo , Osteonectina/metabolismo , Caderinas/análise , Linhagem Celular Tumoral , Clusterina/análise , Proteínas de Choque Térmico HSP27 , Proteínas de Choque Térmico/análise , Humanos , Chaperonas Moleculares , Proteínas de Neoplasias/análise , Osteonectina/biossíntese , Proteômica/métodos , Células Tumorais Cultivadas
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