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1.
Nat Commun ; 14(1): 2053, 2023 04 12.
Artigo em Inglês | MEDLINE | ID: mdl-37045824

RESUMO

Antimicrobial exposure during curative-intent treatment of triple-negative breast cancer (TNBC) may lead to gut microbiome dysbiosis, decreased circulating and tumor-infiltrating lymphocytes, and inferior outcomes. Here, we investigate the association of antimicrobial exposure and peripheral lymphocyte count during TNBC treatment with survival, using integrated electronic medical record and California Cancer Registry data in the Oncoshare database. Of 772 women with stage I-III TNBC treated with and without standard cytotoxic chemotherapy - prior to the immune checkpoint inhibitor era - most (654, 85%) used antimicrobials. Applying multivariate analyses, we show that each additional total or unique monthly antimicrobial prescription is associated with inferior overall and breast cancer-specific survival. This antimicrobial-mortality association is independent of changes in neutrophil count, is unrelated to disease severity, and is sustained through year three following diagnosis, suggesting antimicrobial exposure negatively impacts TNBC survival. These results may inform mechanistic studies and antimicrobial prescribing decisions in TNBC and other hormone receptor-independent cancers.


Assuntos
Anti-Infecciosos , Neoplasias de Mama Triplo Negativas , Feminino , Humanos , Biomarcadores Tumorais , Mama , Linfócitos , Linfócitos do Interstício Tumoral
2.
JCO Clin Cancer Inform ; 5: 600-614, 2021 05.
Artigo em Inglês | MEDLINE | ID: mdl-34043432

RESUMO

PURPOSE: Treatment and monitoring options for patients with metastatic breast cancer (MBC) are increasing, but little is known about variability in care. We sought to improve understanding of MBC care and its correlates by analyzing real-world claims data using a search engine with a novel query language to enable temporal electronic phenotyping. METHODS: Using the Advanced Cohort Engine, we identified 6,180 women who met criteria for having estrogen receptor-positive, human epidermal growth factor receptor 2-negative MBC from IBM MarketScan US insurance claims (2007-2014). We characterized treatment, monitoring, and hospice usage, along with clinical and nonclinical factors affecting care. RESULTS: We observed wide variability in treatment modality and monitoring across patients and geography. Most women received first-recorded therapy with endocrine (67%) versus chemotherapy, underwent more computed tomography (CT) (76%) than positron emission tomography-CT, and were monitored using tumor markers (58%). Nearly half (46%) met criteria for aggressive disease, which were associated with receiving chemotherapy first, monitoring primarily with CT, and more frequent imaging. Older age was associated with endocrine therapy first, less frequent imaging, and less use of tumor markers. After controlling for clinical factors, care strategies varied significantly by nonclinical factors (median regional income with first-recorded therapy and imaging type, geographic region with these and with imaging frequency and use of tumor markers; P < .0001). CONCLUSION: Variability in US MBC care is explained by patient and disease factors and by nonclinical factors such as geographic region, suggesting that treatment decisions are influenced by local practice patterns and/or resources. A search engine designed to express complex electronic phenotypes from longitudinal patient records enables the identification of variability in patient care, helping to define disparities and areas for improvement.


Assuntos
Neoplasias da Mama , Idoso , Protocolos de Quimioterapia Combinada Antineoplásica , Biomarcadores Tumorais , Neoplasias da Mama/tratamento farmacológico , Estudos de Coortes , Feminino , Humanos , Receptor ErbB-2/uso terapêutico
3.
Sci Transl Med ; 7(303): 303ra138, 2015 Sep 02.
Artigo em Inglês | MEDLINE | ID: mdl-26333934

RESUMO

Glioblastoma (GBM) is the most common and highly lethal primary malignant brain tumor in adults. There is a dire need for easily accessible, noninvasive biomarkers that can delineate underlying molecular activities and predict response to therapy. To this end, we sought to identify subtypes of GBM, differentiated solely by quantitative magnetic resonance (MR) imaging features, that could be used for better management of GBM patients. Quantitative image features capturing the shape, texture, and edge sharpness of each lesion were extracted from MR images of 121 single-institution patients with de novo, solitary, unilateral GBM. Three distinct phenotypic "clusters" emerged in the development cohort using consensus clustering with 10,000 iterations on these image features. These three clusters--pre-multifocal, spherical, and rim-enhancing, names reflecting their image features--were validated in an independent cohort consisting of 144 multi-institution patients with similar tumor characteristics from The Cancer Genome Atlas (TCGA). Each cluster mapped to a unique set of molecular signaling pathways using pathway activity estimates derived from the analysis of TCGA tumor copy number and gene expression data with the PARADIGM (Pathway Recognition Algorithm Using Data Integration on Genomic Models) algorithm. Distinct pathways, such as c-Kit and FOXA, were enriched in each cluster, indicating differential molecular activities as determined by the image features. Each cluster also demonstrated differential probabilities of survival, indicating prognostic importance. Our imaging method offers a noninvasive approach to stratify GBM patients and also provides unique sets of molecular signatures to inform targeted therapy and personalized treatment of GBM.


Assuntos
Neoplasias Encefálicas/patologia , Glioblastoma/patologia , Neoplasias Encefálicas/classificação , Estudos de Coortes , Glioblastoma/classificação , Imageamento por Ressonância Magnética
4.
Am J Hematol ; 74(1): 46-51, 2003 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-12949889

RESUMO

Although its cell of origin is still controversial, the blastic NK-cell leukemia/lymphoma clearly represents a distinct type of hematopoietic neoplasm that is particularly clinically aggressive when it occurs in elderly patients as a disseminated, multi-organ disease. Consistently effective treatments have not been developed for this malignancy. The present report describes two elderly patients with widespread blastic NK-cell leukemia/lymphoma involving the skin, bone marrow, peripheral blood, lymph nodes, and viscera. In both cases the malignant cells were CD56+, CD2+, and terminal deoxynucleotidyl transferase (TdT) positive with no detectable T-cell receptor (TCR) gamma chain gene rearrangement. The cells also exhibited a low CD45 expression and strong CD99 (mic-2) expression, as seen in immature lymphoid malignancies. The above findings support the precursor NK-cell, rather than mature NK- or non-NK-cell, origin of the malignant cells. It is noteworthy that the two patients achieved complete responses to treatment with hyper-CVAD (fractionated cyclophosphamide, vincristine, doxorubicin, and dexamethasone) alternating with high-dose methotrexate/cytarabine, a regimen currently utilized in acute lymphoblastic leukemia and high-grade lymphoma. The complete remission (CR) was sustained for 24 months in one patient who received four cycles (eight courses) of the treatment. It lasted 9 months in the second patient, who received only two cycles (four courses). If similar results are obtained with future patients, a randomized study comparing the hyper-CVAD regimen to other therapeutic strategies may be warranted.


Assuntos
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Ciclofosfamida/uso terapêutico , Dexametasona/uso terapêutico , Doxorrubicina/uso terapêutico , Células Matadoras Naturais/patologia , Leucemia/tratamento farmacológico , Linfoma de Células T/tratamento farmacológico , Linfoma de Células T/patologia , Vincristina/uso terapêutico , Idoso , Antimetabólitos Antineoplásicos/administração & dosagem , Citarabina/administração & dosagem , Humanos , Leucemia/patologia , Masculino , Metotrexato/administração & dosagem , Pessoa de Meia-Idade , Indução de Remissão
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