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1.
J Immunother Cancer ; 10(11)2022 11.
Artigo em Inglês | MEDLINE | ID: mdl-36418073

RESUMO

BACKGROUND: CD47 is an integral membrane protein that alters adaptive immunosurveillance when bound to the matricellular glycoprotein thrombospondin-1 (TSP1). We examined the impact of the CD47/TSP1 signaling axis on melanoma patient response to anti-PD-1 therapy due to alterations in T cell activation, proliferation, effector function, and bioenergetics. METHODS: A syngeneic B16 mouse melanoma model was performed to determine if targeting CD47 as monotherapy or in combination with anti-PD-1 impacted tumor burden. Cytotoxic (CD8+) T cells from Pmel-1 transgenic mice were used for T cell activation, cytotoxic T lymphocyte, and cellular bioenergetic assays. Single-cell RNA-sequencing, ELISA, and flow cytometry was performed on peripheral blood mononuclear cells and plasma of melanoma patients receiving anti-PD-1 therapy to examine CD47/TSP1 expression. RESULTS: Human malignant melanoma tissue had increased CD47 and TSP1 expression within the tumor microenvironment compared with benign tissue. Due to the negative implications CD47/TSP1 can have on antitumor immune responses, we targeted CD47 in a melanoma model and observed a decrease in tumor burden due to increased tumor oxygen saturation and granzyme B secreting CD8+ T cells compared with wild-type tumors. Additionally, Pmel-1 CD8+ T cells exposed to TSP1 had reduced activation, proliferation, and effector function against B16 melanoma cells. Targeting CD47 allowed CD8+ T cells to overcome this TSP1 interaction to sustain these functions. TSP1 exposed CD8+ T cells have a decreased rate of glycolysis; however, targeting CD47 restored glycolysis when CD8+ T cells were exposed to TSP1, suggesting CD47 mediated metabolic reprogramming of T cells. Additionally, non-responding patients to anti-PD-1 therapy had increased T cells expressing CD47 and circulating levels of TSP1 compared with responding patients. Since CD47/TSP1 signaling axis negatively impacts CD8+ T cells and non-responding patients to anti-PD-1 therapy have increased CD47/TSP1 expression, we targeted CD47 in combination with anti-PD-1 in a melanoma model. Targeting CD47 in combination with anti-PD-1 treatment further decreased tumor burden compared with monotherapy and control. CONCLUSION: CD47/TSP1 expression could serve as a marker to predict patient response to immune checkpoint blockade treatment, and targeting this pathway may preserve T cell activation, proliferation, effector function, and bioenergetics to reduce tumor burden as a monotherapy or in combination with anti-PD-1.


Assuntos
Antígeno CD47 , Melanoma Experimental , Animais , Humanos , Camundongos , Antígeno CD47/metabolismo , Metabolismo Energético , Leucócitos Mononucleares , Ativação Linfocitária , Melanoma Experimental/tratamento farmacológico , Microambiente Tumoral , Trombospondina 1/metabolismo
2.
Clin Cancer Res ; 28(6): 1192-1202, 2022 03 15.
Artigo em Inglês | MEDLINE | ID: mdl-35284940

RESUMO

PURPOSE: Immunotherapy with checkpoint inhibitors is improving the outcomes of several cancers. However, only a subset of patients respond. Therefore, predictive biomarkers are critically needed to guide treatment decisions and develop approaches to the treatment of therapeutic resistance. EXPERIMENTAL DESIGN: We compared bioenergetics of circulating immune cells and metabolomic profiles of plasma obtained at baseline from patients with melanoma treated with anti-PD-1 therapy. We also performed single-cell RNA sequencing (scRNAseq) to correlate transcriptional changes associated with metabolic changes observed in peripheral blood mononuclear cells (PBMC) and patient plasma. RESULTS: Pretreatment PBMC from responders had a higher reserve respiratory capacity and higher basal glycolytic activity compared with nonresponders. Metabolomic analysis revealed that responder and nonresponder patient samples cluster differently, suggesting differences in metabolic signatures at baseline. Differential levels of specific lipid, amino acid, and glycolytic pathway metabolites were observed by response. Further, scRNAseq analysis revealed upregulation of T-cell genes regulating glycolysis. Our analysis showed that SLC2A14 (Glut-14; a glucose transporter) was the most significant gene upregulated in responder patients' T-cell population. Flow cytometry analysis confirmed significantly elevated cell surface expression of the Glut-14 in CD3+, CD8+, and CD4+ circulating populations in responder patients. Moreover, LDHC was also upregulated in the responder population. CONCLUSIONS: Our results suggest a glycolytic signature characterizes checkpoint inhibitor responders; consistently, both ECAR and lactate-to-pyruvate ratio were significantly associated with overall survival. Together, these findings support the use of blood bioenergetics and metabolomics as predictive biomarkers of patient response to immune checkpoint inhibitor therapy.


Assuntos
Inibidores de Checkpoint Imunológico , Melanoma , Metabolismo Energético , Humanos , Inibidores de Checkpoint Imunológico/farmacologia , Inibidores de Checkpoint Imunológico/uso terapêutico , Leucócitos Mononucleares/metabolismo , Melanoma/tratamento farmacológico , Melanoma/genética , Receptor de Morte Celular Programada 1
3.
Clin Cancer Res ; 27(18): 5141-5150, 2021 09 15.
Artigo em Inglês | MEDLINE | ID: mdl-34210684

RESUMO

PURPOSE: Immunotherapy efficacy data on appendiceal cancer from clinical trials does not exist, due to appendiceal cancer incidence of 0.97 per 100,000. The goal of this study was to preclinically explore the application of immunotherapy in treating appendiceal cancer in a personalized organoid model. EXPERIMENTAL DESIGN: Patient tumor organoids (PTO) were fabricated using unsorted tumor cells with and without enrichment with patient-matched immune components derived from peripheral blood leukocytes, spleen, or lymph nodes [immune-enhanced PTOs (iPTO)]. Organoids were cultured for 7 days, followed by treatment with immunotherapy (pembrolizumab, ipilimumab, nivolumab), and assessed for treatment efficacy. RESULTS: Between September 2019 and May 2021, 26 patients were enrolled in the study. Successful testing was conducted in 19 of 26 (73.1%) patients, with 13 of 19 (68.4%) and 6 of 19 (31.6%) patients having low-grade appendiceal (LGA) and high-grade appendiceal (HGA) primaries, respectively. Immunotherapy response, with increased expression of granzyme B and cleaved caspase 3 and decreased expression of CK20 and ATP activity, was exhibited in 4 of 19 (21.1%) pembrolizumab-treated and 2 of 19 (10.5%) nivolumab-treated iPTOs. Post-immunotherapy cellular viability, in responding HGA organoids to pembrolizumab, decreased to less than 15% (P < 0.05). LGA iPTO treatment responses were observed in pembrolizumab and nivolumab, with an 8%-47.4% (P < 0.05) viability compared with controls. Ipilimumab showed no efficacy in the examined cohort. CONCLUSIONS: Immunotherapy shows measurable efficacy in appendiceal cancer organoids. Information derived from immunocompetent organoids may be applied in selecting patients for clinical trial enrollment in rare diseases where preclinical models of disease are lacking.


Assuntos
Anticorpos Monoclonais Humanizados/uso terapêutico , Antineoplásicos Imunológicos/uso terapêutico , Neoplasias do Apêndice/tratamento farmacológico , Imunoterapia , Ipilimumab/uso terapêutico , Nivolumabe/uso terapêutico , Organoides , Avaliação Pré-Clínica de Medicamentos , Estudos de Viabilidade , Humanos , Modelos Biológicos , Resultado do Tratamento , Células Tumorais Cultivadas
4.
Mol Oncol ; 15(2): 462-472, 2021 02.
Artigo em Inglês | MEDLINE | ID: mdl-33107184

RESUMO

KRAS is a key oncogenic driver in lung adenocarcinoma (LUAD). Chromatin-remodeling gene SMARCA4 is comutated with KRAS in LUAD; however, the impact of SMARCA4 mutations on clinical outcome has not been adequately established. This study sought to shed light on the clinical significance of SMARCA4 mutations in LUAD. The association of SMARCA4 mutations with survival outcomes was interrogated in four independent cohorts totaling 564 patients: KRAS-mutant patients with LUAD who received nonimmunotherapy treatment from (a) The Cancer Genome Atlas (TCGA) and (b) the MSK-IMPACT Clinical Sequencing (MSK-CT) cohorts; and KRAS-mutant patients with LUAD who received immune checkpoint inhibitor-based immunotherapy treatment from (c) the MSK-IMPACT (MSK-IO) and (d) the Wake Forest Baptist Comprehensive Cancer Center (WFBCCC) immunotherapy cohorts. Of the patients receiving nonimmunotherapy treatment, in the TCGA cohort (n = 155), KRAS-mutant patients harboring SMARCA4 mutations (KS) showed poorer clinical outcome [P = 6e-04 for disease-free survival (DFS) and 0.031 for overall survival (OS), respectively], compared to KRAS-TP53 comutant (KP) and KRAS-only mutant (K) patients; in the MSK-CT cohort (n = 314), KS patients also exhibited shorter OS than KP (P = 0.03) or K (P = 0.022) patients. Of patients receiving immunotherapy, KS patients consistently exhibited the shortest progression-free survival (PFS; P = 0.0091) in the MSK-IO (n = 77), and the shortest PFS (P = 0.0026) and OS (P = 0.0014) in the WFBCCC (n = 18) cohorts, respectively. Therefore, mutations of SMARCA4 represent a genetic factor leading to adverse clinical outcome in lung adenocarcinoma treated by either nonimmunotherapy or immunotherapy.


Assuntos
Adenocarcinoma de Pulmão , Estudos de Coortes , DNA Helicases/genética , Imunoterapia , Neoplasias Pulmonares , Mutação , Proteínas Nucleares/genética , Proteínas Proto-Oncogênicas p21(ras)/genética , Fatores de Transcrição/genética , Adenocarcinoma de Pulmão/genética , Adenocarcinoma de Pulmão/mortalidade , Adenocarcinoma de Pulmão/terapia , Adulto , Idoso , Idoso de 80 Anos ou mais , Intervalo Livre de Doença , Feminino , Humanos , Neoplasias Pulmonares/genética , Neoplasias Pulmonares/mortalidade , Neoplasias Pulmonares/terapia , Masculino , Pessoa de Meia-Idade , Taxa de Sobrevida
5.
EBioMedicine ; 44: 209-224, 2019 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-31160272

RESUMO

BACKGROUND: Administration of amplitude modulated 27·12 MHz radiofrequency electromagnetic fields (AM RF EMF) by means of a spoon-shaped applicator placed on the patient's tongue is a newly approved treatment for advanced hepatocellular carcinoma (HCC). The mechanism of action of tumour-specific AM RF EMF is largely unknown. METHODS: Whole body and organ-specific human dosimetry analyses were performed. Mice carrying human HCC xenografts were exposed to AM RF EMF using a small animal AM RF EMF exposure system replicating human dosimetry and exposure time. We performed histological analysis of tumours following exposure to AM RF EMF. Using an agnostic genomic approach, we characterized the mechanism of action of AM RF EMF. FINDINGS: Intrabuccal administration results in systemic delivery of athermal AM RF EMF from head to toe at levels lower than those generated by cell phones held close to the body. Tumour shrinkage results from differentiation of HCC cells into quiescent cells with spindle morphology. AM RF EMF targeted antiproliferative effects and cancer stem cell inhibiting effects are mediated by Ca2+ influx through Cav3·2 T-type voltage-gated calcium channels (CACNA1H) resulting in increased intracellular calcium concentration within HCC cells only. INTERPRETATION: Intrabuccally-administered AM RF EMF is a systemic therapy that selectively block the growth of HCC cells. AM RF EMF pronounced inhibitory effects on cancer stem cells may explain the exceptionally long responses observed in several patients with advanced HCC. FUND: Research reported in this publication was supported by the National Cancer Institute's Cancer Centre Support Grant award number P30CA012197 issued to the Wake Forest Baptist Comprehensive Cancer Centre (BP) and by funds from the Charles L. Spurr Professorship Fund (BP). DWG is supported by R01 AA016852 and P50 AA026117.


Assuntos
Canais de Cálcio Tipo T/metabolismo , Cálcio/metabolismo , Carcinoma Hepatocelular/metabolismo , Carcinoma Hepatocelular/terapia , Neoplasias Hepáticas/metabolismo , Neoplasias Hepáticas/terapia , Magnetoterapia , Animais , Bloqueadores dos Canais de Cálcio/farmacologia , Carcinoma Hepatocelular/patologia , Modelos Animais de Doenças , Técnicas de Silenciamento de Genes , Humanos , Neoplasias Hepáticas/patologia , Magnetoterapia/métodos , Camundongos , Células-Tronco Neoplásicas/metabolismo , Especificidade de Órgãos , RNA Interferente Pequeno/genética , Radiometria , Resultado do Tratamento , Ensaios Antitumorais Modelo de Xenoenxerto
6.
Theranostics ; 7(11): 2914-2923, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-28824725

RESUMO

Background: Cancers related to tobacco use and African-American ancestry are under-characterized by genomics. This gap in precision oncology research represents a major challenge in the health disparities in the United States. Methods: The Precision Oncology trial at the Wake Forest Baptist Comprehensive Cancer Center enrolled 431 cancer patients from March 2015 to May 2016. The composition of these patients consists of a high representation of tobacco-related cancers (e.g., lung, colorectal, and bladder) and African-American ancestry (13.5%). Tumors were sequenced to identify mutations to gain insight into genetic alterations associated with smoking and/or African-American ancestry. Results: Tobacco-related cancers exhibit a high mutational load. These tumors are characterized by high-frequency mutations in TP53, DNA damage repair genes (BRCA2 and ATM), and chromatin remodeling genes (the lysine methyltransferases KMT2D or MLL2, and KMT2C or MLL3). These tobacco-related cancers also exhibit augmented tumor heterogeneities. Smoking related genetic mutations were validated by The Cancer Genome Atlas dataset that includes 2,821 cases with known smoking status. The Wake Forest and The Cancer Genome Atlas cohorts (431 and 7,991 cases, respectively) revealed a significantly increased mutation rate in the TP53 gene in the African-American subgroup studied. Both cohorts also revealed 5 genes (e.g. CDK8) significantly amplified in the African-American population. Conclusions: These results provide strong evidence that tobacco is a major cause of genomic instability and heterogeneity in cancer. TP53 mutations and key oncogene amplifications emerge as key factors contributing to cancer outcome disparities among different racial/ethnic groups.


Assuntos
Neoplasias Colorretais/patologia , Neoplasias Pulmonares/patologia , Mutação , Fumar Tabaco/efeitos adversos , Neoplasias da Bexiga Urinária/patologia , Negro ou Afro-Americano , Humanos , Patologia Molecular , Análise de Sequência de DNA , Proteína Supressora de Tumor p53/genética , População Branca
7.
Cancer Prev Res (Phila) ; 9(5): 385-95, 2016 05.
Artigo em Inglês | MEDLINE | ID: mdl-27006379

RESUMO

Endogenous estrogens influence mammary gland development during puberty and breast cancer risk during adulthood. Early-life exposure to dietary or environmental estrogens may alter estrogen-mediated processes. Soy foods contain phytoestrogenic isoflavones (IF), which have mixed estrogen agonist/antagonist properties. Here, we evaluated mammary gland responses over time in pubertal female cynomolgus macaques fed diets containing either casein/lactalbumin (n = 12) or soy protein containing a human-equivalent dose of 120 mg IF/day (n = 17) for approximately 4.5 years spanning menarche. We assessed estrogen receptor (ER) expression and activity, promoter methylation of ERs and their downstream targets, and markers of estrogen metabolism. Expression of ERα and classical ERα response genes (TFF1, PGR, and GREB1) decreased with maturity, independent of diet. A significant inverse correlation was observed between TFF1 mRNA and methylation of CpG sites within the TFF1 promoter. Soy effects included lower ERß expression before menarche and lower mRNA for ERα and GREB1 after menarche. Expression of GATA-3, an epithelial differentiation marker that regulates ERα-mediated transcription, was elevated before menarche and decreased after menarche in soy-fed animals. Soy did not significantly alter expression of other ER activity markers, estrogen-metabolizing enzymes, or promoter methylation for ERs or ER-regulated genes. Our results demonstrate greater ER expression and activity during the pubertal transition, supporting the idea that this life stage is a critical window for phenotypic modulation by estrogenic compounds. Pubertal soy exposure decreases mammary ERα expression after menarche and exerts subtle effects on receptor activity and mammary gland differentiation. Cancer Prev Res; 9(5); 385-95. ©2016 AACR.


Assuntos
Glândulas Mamárias Animais/efeitos dos fármacos , Maturidade Sexual/efeitos dos fármacos , Proteínas de Soja/farmacologia , Animais , Diferenciação Celular/efeitos dos fármacos , Dieta , Feminino , Imuno-Histoquímica , Macaca fascicularis , Glândulas Mamárias Animais/metabolismo , Análise de Sequência com Séries de Oligonucleotídeos , Fitoestrógenos/farmacologia , Reação em Cadeia da Polimerase , Receptores de Estrogênio , Transcriptoma
8.
J Mol Cell Biol ; 8(3): 232-43, 2016 06.
Artigo em Inglês | MEDLINE | ID: mdl-26762111

RESUMO

Yin Yang 1 (YY1) regulates both gene expression and protein modifications, and has shown a proliferative role in cancers. In this study, we demonstrate that YY1 promotes AKT phosphorylation at S473, a marker of AKT activation. YY1 expression positively correlated with AKT(S473) phosphorylation in a tissue microarray and cultured cells of breast cancer, but negatively associated with the distant metastasis-free survival of 166 breast cancer patients. YY1 promotes AKT phosphorylation at S473 through direct interaction with AKT, and the AKT-binding site is mapped to the residues G201-S226 on YY1. These residues are also involved in YY1 interaction with Mdm2, Ezh2, and E1A, and thus are designated as the oncogene protein binding (OPB) domain. YY1-promoted AKT phosphorylation relies on the OPB domain but is independent of either transcriptional activity of YY1 or the activity of phosphoinositide-3-kinases. We also determine that YY1-promoted mTORC2 access to AKT leads to its phosphorylation at S473. Importantly, a peptide based on the OPB domain blocks YY1 interaction with AKT and reduces AKT phosphorylation and cell proliferation. Thus, we demonstrate for the first time that YY1 promotes mTORC2-mediated AKT activation and disrupting YY1-AKT interaction by OPB domain-based peptide may represent a potential strategy for cancer therapy.


Assuntos
Complexos Multiproteicos/metabolismo , Proteínas Proto-Oncogênicas c-akt/metabolismo , Serina-Treonina Quinases TOR/metabolismo , Fator de Transcrição YY1/metabolismo , Animais , Neoplasias da Mama/metabolismo , Neoplasias da Mama/patologia , Linhagem Celular Tumoral , Proliferação de Células/efeitos dos fármacos , Feminino , Humanos , Alvo Mecanístico do Complexo 2 de Rapamicina , Camundongos , Modelos Biológicos , Peptídeos/farmacologia , Fosfatidilinositol 3-Quinases/metabolismo , Fosforilação/efeitos dos fármacos , Ligação Proteica , Domínios Proteicos , Relação Estrutura-Atividade , Fator de Transcrição YY1/química
9.
Am J Pathol ; 180(5): 2120-33, 2012 May.
Artigo em Inglês | MEDLINE | ID: mdl-22440256

RESUMO

Yin Yang 1 (YY1) is highly expressed in various types of cancers and regulates tumorigenesis through multiple pathways. In the present study, we evaluated YY1 expression levels in breast cancer cell lines, a breast cancer TMA, and two gene arrays. We observed that, compared with normal samples, YY1 is generally overexpressed in breast cancer cells and tissues. In functional studies, depletion of YY1 inhibited the clonogenicity, migration, invasion, and tumor formation of breast cancer cells, but did not affect the clonogenicity of nontumorigenic cells. Conversely, ectopically expressed YY1 enhanced the migration and invasion of nontumorigenic MCF-10A breast cells. In both a monolayer culture condition and a three-dimensional Matrigel system, silenced YY1 expression changed the architecture of breast cancer MCF-7 cells to that resembling MCF-10A cells, whereas ectopically expressed YY1 in MCF-10A cells had the opposite effect. Furthermore, we detected an inverse correlation between YY1 and p27 expression in both breast cancer cells and xenograft tumors with manipulated YY1 expression. Counteracting the changes in p27 expression attenuated the effects of YY1 alterations on these cells. In addition, YY1 promoted p27 ubiquitination and physically interacted with p27. In conclusion, our data suggest that YY1 is an oncogene and identify p27 as a new target of YY1.


Assuntos
Neoplasias da Mama/metabolismo , Antígeno Nuclear de Célula em Proliferação/metabolismo , Fator de Transcrição YY1/fisiologia , Animais , Neoplasias da Mama/genética , Neoplasias da Mama/patologia , Ciclo Celular/fisiologia , Movimento Celular/fisiologia , Proliferação de Células , Forma Celular/fisiologia , Transformação Celular Neoplásica/genética , Transformação Celular Neoplásica/metabolismo , Feminino , Regulação Neoplásica da Expressão Gênica/fisiologia , Técnicas de Silenciamento de Genes , Humanos , Camundongos , Camundongos Nus , Invasividade Neoplásica , Proteínas de Neoplasias/genética , Proteínas de Neoplasias/metabolismo , Proteínas de Neoplasias/fisiologia , Transplante de Neoplasias , Células-Tronco Neoplásicas/patologia , Análise de Sequência com Séries de Oligonucleotídeos/métodos , Antígeno Nuclear de Célula em Proliferação/genética , Processamento de Proteína Pós-Traducional/fisiologia , Reação em Cadeia da Polimerase em Tempo Real/métodos , Transplante Heterólogo , Células Tumorais Cultivadas , Regulação para Cima/fisiologia , Fator de Transcrição YY1/genética , Fator de Transcrição YY1/metabolismo
10.
Nucleic Acids Res ; 40(3): 1033-49, 2012 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-21993297

RESUMO

Yin Yang 1 (YY1) is a multifunctional protein with regulatory potential in tumorigenesis. Ample studies demonstrated the activities of YY1 in regulating gene expression and mediating differential protein modifications. However, the mechanisms underlying YY1 gene expression are relatively understudied. G-quadruplexes (G4s) are four-stranded structures or motifs formed by guanine-rich DNA or RNA domains. The presence of G4 structures in a gene promoter or the 5'-UTR of its mRNA can markedly affect its expression. In this report, we provide strong evidence showing the presence of G4 structures in the promoter and the 5'-UTR of YY1. In reporter assays, mutations in these G4 structure forming sequences increased the expression of Gaussia luciferase (Gluc) downstream of either YY1 promoter or 5'-UTR. We also discovered that G4 Resolvase 1 (G4R1) enhanced the Gluc expression mediated by the YY1 promoter, but not the YY1 5'-UTR. Consistently, G4R1 binds the G4 motif of the YY1 promoter in vitro and ectopically expressed G4R1 increased endogenous YY1 levels. In addition, the analysis of a gene array data consisting of the breast cancer samples of 258 patients also indicates a significant, positive correlation between G4R1 and YY1 expression.


Assuntos
Regiões 5' não Traduzidas , RNA Helicases DEAD-box/metabolismo , Quadruplex G , Regiões Promotoras Genéticas , Recombinases/metabolismo , Fator de Transcrição YY1/genética , Sequência de Bases , Neoplasias da Mama/enzimologia , Neoplasias da Mama/genética , Neoplasias da Mama/metabolismo , Cátions Monovalentes/química , Linhagem Celular , Dicroísmo Circular , DNA/química , Pegada de DNA , Feminino , Sequência Rica em GC , Expressão Gênica , Genes Reporter , Humanos , Dados de Sequência Molecular , Oligodesoxirribonucleotídeos/química , RNA/química , Fator de Transcrição YY1/metabolismo
11.
Cancer Res ; 71(21): 6728-37, 2011 Nov 01.
Artigo em Inglês | MEDLINE | ID: mdl-21875943

RESUMO

Changes in iron regulation characterize the malignant state. However, the pathways that effect these changes and their specific impact on prognosis remain poorly understood. We capitalized on publicly available microarray datasets comprising 674 breast cancer cases to systematically investigate how expression of genes related to iron metabolism is linked to breast cancer prognosis. Of 61 genes involved in iron regulation, 49% were statistically significantly associated with distant metastasis-free survival. Cases were divided into test and training cohorts, and the supervised principal component method was used to stratify cases into risk groups. Optimal risk stratification was achieved with a model comprising 16 genes, which we term the iron regulatory gene signature (IRGS). Multivariable analysis revealed that the IRGS contributes information not captured by conventional prognostic indicators (HR = 1.61; 95% confidence interval: 1.16-2.24; P = 0.004). The IRGS successfully stratified homogeneously treated patients, including ER+ patients treated with tamoxifen monotherapy, both with (P = 0.006) and without (P = 0.03) lymph node metastases. To test whether multiple pathways were embedded within the IRGS, we evaluated the performance of two gene dyads with known roles in iron biology in ER+ patients treated with tamoxifen monotherapy (n = 371). For both dyads, gene combinations that minimized intracellular iron content [anti-import: TFRC(Low)/HFE(High); or pro-export: SLC40A1 (ferroportin)(High)/HAMP(Low)] were associated with favorable prognosis (P < 0.005). Although the clinical utility of the IRGS will require further evaluation, its ability to both identify high-risk patients within traditionally low-risk groups and low-risk patients within high-risk groups has the potential to affect therapeutic decision making.


Assuntos
Neoplasias da Mama/genética , Perfilação da Expressão Gênica , Ferro/metabolismo , Antineoplásicos Hormonais/uso terapêutico , Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Neoplasias da Mama/tratamento farmacológico , Neoplasias da Mama/metabolismo , Neoplasias da Mama/mortalidade , Quimioterapia Adjuvante/efeitos adversos , Intervalo Livre de Doença , Moduladores de Receptor Estrogênico/uso terapêutico , Estrogênios , Feminino , Humanos , Metástase Linfática , Modelos Genéticos , Neoplasias Hormônio-Dependentes/tratamento farmacológico , Neoplasias Hormônio-Dependentes/genética , Neoplasias Hormônio-Dependentes/metabolismo , Neoplasias Hormônio-Dependentes/mortalidade , Prognóstico , Análise de Sobrevida , Tamoxifeno/uso terapêutico , Resultado do Tratamento
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