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1.
Comput Biol Med ; 176: 108537, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38744008

RESUMO

BACKGROUND: Anti-PD-1/PD-L1 treatment has achieved durable responses in TNBC patients, whereas a fraction of them showed non-sensitivity to the treatment and the mechanism is still unclear. METHODS: Pre- and post-treatment plasma samples from triple negative breast cancer (TNBC) patients treated with immunotherapy were measured by tandem mass tag (TMT) mass spectrometry. Public proteome data of lung cancer and melanoma treated with immunotherapy were employed to validate the findings. Blood and tissue single-cell RNA sequencing (scRNA-seq) data of TNBC patients treated with or without immunotherapy were analyzed to identify the derivations of plasma proteins. RNA-seq data from IMvigor210 and other cancer types were used to validate plasma proteins in predicting response to immunotherapy. RESULTS: A random forest model constructed by FAP, LRG1, LBP and COMP could well predict the response to immunotherapy. The activation of complement cascade was observed in responders, whereas FAP and COMP showed a higher abundance in non-responders and negative correlated with the activation of complements. scRNA-seq and bulk RNA-seq analysis suggested that FAP, COMP and complements were derived from fibroblasts of tumor tissues. CONCLUSIONS: We constructe an effective plasma proteomic model in predicting response to immunotherapy, and find that FAP+ and COMP+ fibroblasts are potential targets for reversing immunotherapy resistance.


Assuntos
Imunoterapia , Proteômica , Análise de Célula Única , Neoplasias de Mama Triplo Negativas , Humanos , Neoplasias de Mama Triplo Negativas/tratamento farmacológico , Neoplasias de Mama Triplo Negativas/sangue , Neoplasias de Mama Triplo Negativas/terapia , Neoplasias de Mama Triplo Negativas/genética , Neoplasias de Mama Triplo Negativas/imunologia , Feminino , Imunoterapia/métodos , Análise de Célula Única/métodos , Proteômica/métodos , Antígeno B7-H1/sangue , Biomarcadores Tumorais/sangue , Biomarcadores Tumorais/genética , Transcriptoma , Inibidores de Checkpoint Imunológico/uso terapêutico , Perfilação da Expressão Gênica , Proteoma
2.
Immunotherapy ; 9(14): 1165-1174, 2017 11.
Artigo em Inglês | MEDLINE | ID: mdl-29067881

RESUMO

AIMS: Our study was conducted to explore the efficacy of autologous cytokine-induced killer (CIK) cells in patients with advanced malignant melanoma. Materials & Methods: Here we reviewed 113 stage IV malignant melanoma patients among which 68 patients received CIK cell immunotherapy alone, while 45 patients accepted CIK cell therapy combined with chemotherapy. Results: We found that the median survival time in CIK cell group was longer than the combined therapy group (21 vs 15 months, p = 0.07). In addition, serum hemoglobin level as well as monocyte proportion and lymphocyte count were associated with patients' survival time. CONCLUSIONS: These indicated that CIK cell immunotherapy might extend survival time in advanced malignant melanoma patients. Furthermore, serum hemoglobin level, monocyte proportion and lymphocyte count could be prognostic indicators for melanoma.


Assuntos
Vacinas Anticâncer/imunologia , Células Matadoras Induzidas por Citocinas/imunologia , Imunoterapia Adotiva/métodos , Melanoma/terapia , Neoplasias Cutâneas/terapia , Células Cultivadas , Terapia Combinada , Células Matadoras Induzidas por Citocinas/transplante , Feminino , Seguimentos , Hemoglobinas/metabolismo , Humanos , Masculino , Melanoma/imunologia , Melanoma/mortalidade , Estadiamento de Neoplasias , Prognóstico , Neoplasias Cutâneas/imunologia , Análise de Sobrevida
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