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1.
Nat Genet ; 2024 Jul 08.
Artigo em Inglês | MEDLINE | ID: mdl-38977856

RESUMO

Organisms maintain metabolic homeostasis through the combined functions of small-molecule transporters and enzymes. While many metabolic components have been well established, a substantial number remains without identified physiological substrates. To bridge this gap, we have leveraged large-scale plasma metabolome genome-wide association studies (GWAS) to develop a multiomic Gene-Metabolite Association Prediction (GeneMAP) discovery platform. GeneMAP can generate accurate predictions and even pinpoint genes that are distant from the variants implicated by GWAS. In particular, our analysis identified solute carrier family 25 member 48 (SLC25A48) as a genetic determinant of plasma choline levels. Mechanistically, SLC25A48 loss strongly impairs mitochondrial choline import and synthesis of its downstream metabolite betaine. Integrative rare variant and polygenic score analyses in UK Biobank provide strong evidence that the SLC25A48 causal effects on human disease may in part be mediated by the effects of choline. Altogether, our study provides a discovery platform for metabolic gene function and proposes SLC25A48 as a mitochondrial choline transporter.

2.
Nature ; 629(8012): 710-716, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38693265

RESUMO

Phosphatidylcholine and phosphatidylethanolamine, the two most abundant phospholipids in mammalian cells, are synthesized de novo by the Kennedy pathway from choline and ethanolamine, respectively1-6. Despite the essential roles of these lipids, the mechanisms that enable the cellular uptake of choline and ethanolamine remain unknown. Here we show that the protein encoded by FLVCR1, whose mutation leads to the neurodegenerative syndrome posterior column ataxia and retinitis pigmentosa7-9, transports extracellular choline and ethanolamine into cells for phosphorylation by downstream kinases to initiate the Kennedy pathway. Structures of FLVCR1 in the presence of choline and ethanolamine reveal that both metabolites bind to a common binding site comprising aromatic and polar residues. Despite binding to a common site, FLVCR1 interacts in different ways with the larger quaternary amine of choline in and with the primary amine of ethanolamine. Structure-guided mutagenesis identified residues that are crucial for the transport of ethanolamine, but dispensable for choline transport, enabling functional separation of the entry points into the two branches of the Kennedy pathway. Altogether, these studies reveal how FLVCR1 is a high-affinity metabolite transporter that serves as the common origin for phospholipid biosynthesis by two branches of the Kennedy pathway.


Assuntos
Colina , Etanolamina , Proteínas de Membrana Transportadoras , Humanos , Sítios de Ligação , Transporte Biológico/genética , Colina/química , Colina/metabolismo , Etanolamina/química , Etanolamina/metabolismo , Proteínas de Membrana Transportadoras/metabolismo , Proteínas de Membrana Transportadoras/química , Proteínas de Membrana Transportadoras/genética , Modelos Moleculares , Fosfatidilcolinas/metabolismo , Fosfatidilcolinas/química , Fosfatidiletanolaminas/química , Fosfatidiletanolaminas/metabolismo , Fosforilação , Mutagênese
3.
Artigo em Inglês | MEDLINE | ID: mdl-38692736

RESUMO

Mitochondria are semiautonomous organelles with diverse metabolic and cellular functions including anabolism and energy production through oxidative phosphorylation. Following the pioneering observations of Otto Warburg nearly a century ago, an immense body of work has examined the role of mitochondria in cancer pathogenesis and progression. Here, we summarize the current state of the field, which has coalesced around the position that functional mitochondria are required for cancer cell proliferation. In this review, we discuss how mitochondria influence tumorigenesis by impacting anabolism, intracellular signaling, and the tumor microenvironment. Consistent with their critical functions in tumor formation, mitochondria have become an attractive target for cancer therapy. We provide a comprehensive update on the numerous therapeutic modalities targeting the mitochondria of cancer cells making their way through clinical trials.

4.
bioRxiv ; 2023 Dec 08.
Artigo em Inglês | MEDLINE | ID: mdl-38106122

RESUMO

Organisms maintain metabolic homeostasis through the combined functions of small molecule transporters and enzymes. While many of the metabolic components have been well-established, a substantial number remains without identified physiological substrates. To bridge this gap, we have leveraged large-scale plasma metabolome genome-wide association studies (GWAS) to develop a multiomic Gene-Metabolite Associations Prediction (GeneMAP) discovery platform. GeneMAP can generate accurate predictions, even pinpointing genes that are distant from the variants implicated by GWAS. In particular, our work identified SLC25A48 as a genetic determinant of plasma choline levels. Mechanistically, SLC25A48 loss strongly impairs mitochondrial choline import and synthesis of its downstream metabolite, betaine. Rare variant testing and polygenic risk score analyses have elucidated choline-relevant phenomic consequences of SLC25A48 dysfunction. Altogether, our study proposes SLC25A48 as a mitochondrial choline transporter and provides a discovery platform for metabolic gene function.

5.
Science ; 382(6672): 820-828, 2023 11 17.
Artigo em Inglês | MEDLINE | ID: mdl-37917749

RESUMO

Mitochondria must maintain adequate amounts of metabolites for protective and biosynthetic functions. However, how mitochondria sense the abundance of metabolites and regulate metabolic homeostasis is not well understood. In this work, we focused on glutathione (GSH), a critical redox metabolite in mitochondria, and identified a feedback mechanism that controls its abundance through the mitochondrial GSH transporter, SLC25A39. Under physiological conditions, SLC25A39 is rapidly degraded by mitochondrial protease AFG3L2. Depletion of GSH dissociates AFG3L2 from SLC25A39, causing a compensatory increase in mitochondrial GSH uptake. Genetic and proteomic analyses identified a putative iron-sulfur cluster in the matrix-facing loop of SLC25A39 as essential for this regulation, coupling mitochondrial iron homeostasis to GSH import. Altogether, our work revealed a paradigm for the autoregulatory control of metabolic homeostasis in organelles.


Assuntos
Proteases Dependentes de ATP , ATPases Associadas a Diversas Atividades Celulares , Glutationa , Mitocôndrias , Proteínas Mitocondriais , Proteínas de Transporte de Fosfato , Glutationa/metabolismo , Homeostase , Ferro/metabolismo , Mitocôndrias/metabolismo , Proteínas de Transporte da Membrana Mitocondrial/metabolismo , Proteômica , Retroalimentação Fisiológica , Proteínas Mitocondriais/metabolismo , Proteínas de Transporte de Fosfato/metabolismo , Humanos , Proteínas Ferro-Enxofre/metabolismo , Proteólise , Células HEK293 , Proteases Dependentes de ATP/genética , Proteases Dependentes de ATP/metabolismo , ATPases Associadas a Diversas Atividades Celulares/genética , ATPases Associadas a Diversas Atividades Celulares/metabolismo
6.
bioRxiv ; 2023 Sep 28.
Artigo em Inglês | MEDLINE | ID: mdl-37808796

RESUMO

Phosphatidylcholine and phosphatidylethanolamine, the two most abundant phospholipids in mammalian cells, are synthesized de novo by the Kennedy pathway from choline and ethanolamine, respectively1-6. Despite the importance of these lipids, the mechanisms that enable the cellular uptake of choline and ethanolamine remain unknown. Here, we show that FLVCR1, whose mutation leads to the neurodegenerative syndrome PCARP7-9, transports extracellular choline and ethanolamine into cells for phosphorylation by downstream kinases to initiate the Kennedy pathway. Structures of FLVCR1 in the presence of choline and ethanolamine reveal that both metabolites bind to a common binding site comprised of aromatic and polar residues. Despite binding to a common site, the larger quaternary amine of choline interacts differently with FLVCR1 than does the primary amine of ethanolamine. Structure-guided mutagenesis identified residues that are critical for the transport of ethanolamine, while being dispensable for choline transport, enabling functional separation of the entry points into the two branches of the Kennedy pathway. Altogether, these studies reveal how FLCVR1 is a high-affinity metabolite transporter that serves as the common origin for phospholipid biosynthesis by two branches of the Kennedy pathway.

7.
Cell Metab ; 35(6): 1057-1071.e12, 2023 06 06.
Artigo em Inglês | MEDLINE | ID: mdl-37100056

RESUMO

Genome-wide association studies (GWASs) of serum metabolites have the potential to uncover genes that influence human metabolism. Here, we combined an integrative genetic analysis that associates serum metabolites to membrane transporters with a coessentiality map of metabolic genes. This analysis revealed a connection between feline leukemia virus subgroup C cellular receptor 1 (FLVCR1) and phosphocholine, a downstream metabolite of choline metabolism. Loss of FLVCR1 in human cells strongly impairs choline metabolism due to the inhibition of choline import. Consistently, CRISPR-based genetic screens identified phospholipid synthesis and salvage machinery as synthetic lethal with FLVCR1 loss. Cells and mice lacking FLVCR1 exhibit structural defects in mitochondria and upregulate integrated stress response (ISR) through heme-regulated inhibitor (HRI) kinase. Finally, Flvcr1 knockout mice are embryonic lethal, which is partially rescued by choline supplementation. Altogether, our findings propose FLVCR1 as a major choline transporter in mammals and provide a platform to discover substrates for unknown metabolite transporters.


Assuntos
Estudo de Associação Genômica Ampla , Receptores Virais , Humanos , Animais , Camundongos , Receptores Virais/metabolismo , Mutação , Proteínas de Membrana Transportadoras/genética , Proteínas de Membrana Transportadoras/metabolismo , Mamíferos/metabolismo , Colina
8.
Endocrinology ; 162(2)2021 02 01.
Artigo em Inglês | MEDLINE | ID: mdl-33269387

RESUMO

Several neurodegenerative disorders are characterized by proteasome dysfunctions leading to protein aggregations and pathogenesis. Since we showed that estrogen receptor alpha (ERα) activates the proteasome, drugs able to stimulate ERα in the central nervous system (CNS) could hold potential for therapeutic intervention. However, the transcriptional effects of selective estrogen receptor modulators (SERMs), such as tamoxifen and raloxifene, can be tissue specific. A direct comparison of the effects of different SERMs on gene transcription in the CNS has never been performed. Here, we report an RNA-seq analysis of the spinal cord treated with estrogen, tamoxifen, or raloxifene. We find stark SERM and sex-specific differences in gene expression profiles in the spinal cord. Notably, raloxifene, but not estrogen or tamoxifen, modulates numerous deubiquitinating enzymes, proteasome subunits and assembly factors, and these effects translate into decreased protein aggregates. In the SOD1-G93A mouse model of amyotrophic lateral sclerosis, we found that even a low dose of raloxifene causes a significant decrease in mutant SOD1 aggregates in the spinal cord, accompanied by a delay in the decline of muscle strength in females, but not in males. These results strongly indicate SERM-selective as well as sex-specific effects, and emphasize the importance of sex as a biological variable to be considered for the careful selection of specific SERM for use in clinical trials for neurodegenerative diseases.


Assuntos
Doenças Neurodegenerativas/tratamento farmacológico , Complexo de Endopeptidases do Proteassoma/efeitos dos fármacos , Cloridrato de Raloxifeno/uso terapêutico , Moduladores Seletivos de Receptor Estrogênico/uso terapêutico , Medula Espinal/efeitos dos fármacos , Animais , Modelos Animais de Doenças , Avaliação Pré-Clínica de Medicamentos , Feminino , Masculino , Camundongos , Complexo de Endopeptidases do Proteassoma/metabolismo , Cloridrato de Raloxifeno/farmacologia , Moduladores Seletivos de Receptor Estrogênico/farmacologia , Caracteres Sexuais , Medula Espinal/enzimologia , Ubiquitinação/efeitos dos fármacos
9.
EMBO Rep ; 21(4): e48978, 2020 04 03.
Artigo em Inglês | MEDLINE | ID: mdl-32090465

RESUMO

Defects in the proteasome can result in pathological proteinopathies. However, the pathogenic role of sex- and tissue-specific sensitivity to proteotoxic stress remains elusive. Here, we map the proteasome activity across nine tissues, in male and female mice, and demonstrate strong sexual dimorphism in proteasome activity, where females have significantly higher activity in several tissues. Further, we report drastic differences in proteasome activity among tissues, independently of proteasome concentration, which are exacerbated under stress conditions. Sexual dimorphism in proteasome activity is confirmed in a SOD1 ALS mouse model, in which the spinal cord, a tissue with comparatively low proteasome activity, is severely affected. Our results offer mechanistic insight into tissue-specific sensitivities to proteostasis stress and into sex differences in the progression of neurodegenerative proteinopathies.


Assuntos
Esclerose Lateral Amiotrófica , Caracteres Sexuais , Animais , Modelos Animais de Doenças , Feminino , Masculino , Camundongos , Camundongos Transgênicos , Complexo de Endopeptidases do Proteassoma/genética , Agregados Proteicos , Superóxido Dismutase/genética , Superóxido Dismutase-1/genética
10.
Cancer Res ; 79(24): 6057-6066, 2019 12 15.
Artigo em Inglês | MEDLINE | ID: mdl-31484668

RESUMO

The discovery of the Warburg effect, the preference of cancer cells to generate ATP via glycolysis rather than oxidative phosphorylation, has fostered the misconception that cancer cells become independent of the electron transport chain (ETC) for survival. This is inconsistent with the need of ETC function for the generation of pyrimidines. Along with this misconception, a large body of literature has reported numerous mutations in mitochondrial DNA (mtDNA), further fueling the notion of nonfunctional ETC in cancer cells. More recent findings, however, suggest that cancers maintain oxidative phosphorylation capacity and that the role of mtDNA mutations in cancer is likely far more nuanced in light of the remarkable complexity of mitochondrial genetics. This review aims at describing the various model systems that were developed to dissect the role of mtDNA in cancer, including cybrids, and more recently mitochondrial-nuclear exchange and conplastic mice. Furthermore, we put forward the notion of mtDNA landscapes, where the surrounding nonsynonymous mutations and variants can enhance or repress the biological effect of specific mtDNA mutations. Notably, we review recent studies describing the ability of some mtDNA landscapes to activate the mitochondrial unfolded protein response (UPRmt) but not others. Furthermore, the role of the UPRmt in maintaining cancer cells in the mitohormetic zone to provide selective adaptation to stress is discussed. Among the genes activated by the UPRmt, we suggest that the dismutases SOD2 and SOD1 may play key roles in the establishment of the mitohormetic zone. Finally, we propose that using a UPRmt nuclear gene expression signature may be a more reliable readout than mtDNA landscapes, given their diversity and complexity.


Assuntos
Núcleo Celular/patologia , DNA Mitocondrial/genética , Mitocôndrias/patologia , Neoplasias/genética , Resposta a Proteínas não Dobradas/genética , Animais , Núcleo Celular/genética , DNA Mitocondrial/metabolismo , Modelos Animais de Doenças , Regulação Neoplásica da Expressão Gênica , Hormese/genética , Humanos , Camundongos , Mitocôndrias/genética , Modelos Biológicos , Mutação , Neoplasias/patologia , Superóxido Dismutase/metabolismo , Superóxido Dismutase-1/metabolismo
11.
Oncogene ; 38(29): 5751-5765, 2019 07.
Artigo em Inglês | MEDLINE | ID: mdl-31222103

RESUMO

We previously reported that the dismutase SOD1 is overexpressed in breast cancer. However, whether SOD1 plays an active role in tumor formation in vivo has never been demonstrated. Further, as luminal cells of normal breast epithelial cells are enriched in SOD1, whether SOD1 is essential for normal mammary gland development has never been determined. We initiated this study to investigate the role of SOD1 in mammary gland tumorigenesis as well as in normal mammary gland development. We crossed the inducible erbB2 (MMTV-iErbB2) and Wnt (MMTV-Wnt) transgenic mice to the SOD1 heterozygote or knockout mice. Our results show that SOD1 is essential for oncogene-driven proliferation, but not normal proliferation of the mammary gland associated with pregnancy or other normal proliferative tissues such as skin and intestines. We show that activation of the oncogene ErbB2 is associated with increased ROS and that high ROS sub-population of ErbB2 cancer cells show elevated SOD1. In the same cells, decrease in SOD1 is associated with an elevation in both apoptosis as well as oncogene-induced senescence. Based on these results, we suggest that SOD1 carries a housekeeping function that maintains ROS levels below a threshold that supports oncogene-dependent proliferation, while allowing escape from oncogene-induced senescence, independently of the oncogene driving tumor formation. These results identify SOD1 as an ideal target for cancer therapy as SOD1 inhibitors hold the potential to prevent the growth of cancers cells of diverse genotypes, activate multiple modes of cell death therefore making acquired resistance more difficult, while sparing normal tissues.


Assuntos
Carcinogênese/genética , Proliferação de Células , Neoplasias Mamárias Animais/genética , Oncogenes , Superóxido Dismutase-1/genética , Animais , Apoptose/genética , Feminino , Genes Essenciais , Humanos , Glândulas Mamárias Animais/patologia , Neoplasias Mamárias Animais/metabolismo , Neoplasias Mamárias Animais/patologia , Camundongos , Camundongos Transgênicos , Estresse Oxidativo , Gravidez , Receptor ErbB-2/genética , Superóxidos/metabolismo
12.
Cell Rep ; 27(8): 2292-2303.e6, 2019 05 21.
Artigo em Inglês | MEDLINE | ID: mdl-31116976

RESUMO

Moderate mitochondrial stress can lead to persistent activation of cytoprotective mechanisms - a phenomenon termed mitohormesis. Here, we show that mitohormesis primes a subpopulation of cancer cells to basally upregulate mitochondrial stress responses, such as the mitochondrial unfolded protein response (UPRmt) providing an adaptive metastatic advantage. In this subpopulation, UPRmt activation persists in the absence of stress, resulting in reduced oxidative stress indicative of mitohormesis. Mechanistically, we showed that the SIRT3 axis of UPRmt is necessary for invasion and metastasis. In breast cancer patients, a 7-gene UPRmt signature demonstrated that UPRmt-HIGH patients have significantly worse clinical outcomes, including metastasis. Transcriptomic analyses revealed that UPRmt-HIGH patients have expression profiles characterized by metastatic programs and the cytoprotective outcomes of mitohormesis. While mitohormesis is associated with health and longevity in non-pathological settings, these results indicate that it is perniciously used by cancer cells to promote tumor progression.


Assuntos
Neoplasias da Mama/tratamento farmacológico , Neoplasias da Mama/genética , Proteínas Mitocondriais/metabolismo , Resposta a Proteínas não Dobradas/genética , Animais , Feminino , Humanos , Camundongos , Metástase Neoplásica , Espécies Reativas de Oxigênio
13.
Front Oncol ; 7: 159, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-28798902

RESUMO

Upon accumulation of misfolded proteins in the mitochondria, the mitochondrial unfolded protein response (UPRmt) is activated. This review focuses on the role of this response in cancer. We discuss evidence that during transformation, the UPRmt may play an essential role in the maintenance of the integrity of the mitochondria in the face of increased oxidative stress. However, the role of the UPRmt in other diseases is also emerging and is therefore also briefly discussed.

14.
J Bioenerg Biomembr ; 49(4): 297-305, 2017 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-28799020

RESUMO

The mitochondrial UPR (UPRmt) is rapidly gaining attention. While most studies on the UPRmt have focused on its role in aging, emerging studies suggest an important role of the UPRmt in cancer. Further, several of the players of the UPRmt in mammalian cells have well reported roles in the maintenance of the organelle. The goal of this review is to emphasize aspects of the UPRmt that have been overlooked in the current literature, describe the role of specific players of the UPRmt in the biology of the mitochondria and highlight the intriguing possibility that targeting the UPRmt in cancer may be already within reach.


Assuntos
Mitocôndrias/metabolismo , Neoplasias/metabolismo , Resposta a Proteínas não Dobradas/fisiologia , Animais , Endopeptidase Clp , Humanos , Proteínas Mitocondriais/metabolismo , Proteínas Mitocondriais/fisiologia , Receptores de Estrogênio , Sirtuína 3 , Fator de Transcrição CHOP
15.
Clin Cancer Res ; 23(18): 5446-5459, 2017 Sep 15.
Artigo em Inglês | MEDLINE | ID: mdl-28630214

RESUMO

Purpose: Despite the fact that interstitial fluid (IF) represents a third of our body fluid, it is the most poorly understood body fluid in medicine. Increased IF pressure is thought to result from the increased deposition of extracellular matrix in the affected tissue preventing its reabsorption. In the cancer field, increased rigidity surrounding a cancerous mass remains the main reason that palpation and radiologic examination, such as mammography, are used for cancer detection. While the pressure produced by IF has been considered, the biochemical composition of IF has not been considered in its effect on tumors.Experimental Design: We classified 135 IF samples from bilateral mastectomy patients based on their ability to promote the invasion of breast cancer cells.Results: We observed a wide range of invasion scores. Patients with high-grade primary tumors at diagnosis had higher IF invasion scores. In mice, injections of high-score IF (IFHigh) in a normal mammary gland promotes ductal hyperplasia, increased collagen deposition, and local invasion. In a mouse model of residual disease, IFHigh increased disease progression and promoted aggressive visceral metastases. Mechanistically, we found that IFHigh induces myofibroblast differentiation and collagen production through activation of CLIC4. IFHigh also downregulates RYBP, leading to degradation of p53. Furthermore, in mammary glands of heterozygous p53-mutant knock-in mice, IFHigh promotes spontaneous tumor formation.Conclusions: Our study indicates that IF can increase the deposition of extracellular matrix and raises the provocative possibility that they play an active role in the predisposition, development, and clinical course of sporadic breast cancers. Clin Cancer Res; 23(18); 5446-59. ©2017 AACR.


Assuntos
Neoplasias da Mama/etiologia , Neoplasias da Mama/metabolismo , Colágeno/metabolismo , Suscetibilidade a Doenças , Líquido Extracelular/metabolismo , Proteína Supressora de Tumor p53/genética , Animais , Neoplasias da Mama/diagnóstico , Neoplasias da Mama/terapia , Linhagem Celular Tumoral , Movimento Celular , Proliferação de Células , Diagnóstico por Imagem , Modelos Animais de Doenças , Feminino , Perfilação da Expressão Gênica , Xenoenxertos , Humanos , Imuno-Histoquímica , Camundongos , Modelos Biológicos , Gradação de Tumores , Invasividade Neoplásica , Estudos Retrospectivos , Proteína Supressora de Tumor p53/metabolismo
16.
Front Cell Dev Biol ; 5: 37, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-28470001

RESUMO

While several studies have confirmed a link between mitochondrial DNA (mtDNA) mutations and cancer cell metastasis, much debate remains regarding the nature of the alternations in mtDNA leading to this effect. Meanwhile, the mitochondrial unfolded protein response (UPRmt) has gained much attention in recent years, with most studies of this pathway focusing on its role in aging. However, the UPRmt has also been studied in the context of cancer. More recent work suggests that rather than a single mutation or alternation, specific combinatorial mtDNA landscapes able to activate the UPRmt may be those that are selected by metastatic cells, while mtDNA landscapes unable to activate the UPRmt do not. This review aims at offering an overview of the confusing literature on mtDNA mutations and metastasis and the more recent work on the UPRmt in this setting.

17.
Am Surg ; 82(1): 53-8, 2016 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-26802858

RESUMO

The ACOSOG Z0011 trial demonstrated that axillary lymph node dissection (ALND) is not necessary for all breast cancer patients. Patients who underwent breast conservation surgery (BCS) or total mastectomy (TM) and met Z0011 criteria were identified and sorted into pre- and post- Z0011 cohorts. Four hundred ninety four patients had breast cancer surgery from July 2008 to February 2013. Of these, 255 were pre-Z0011 and 239 were post. Pre-Z0011, 14 patients met Z0011 inclusion criteria in BCS subgroup. ALND was performed in 10 of these patients (71%). Post-Z0011, 14 patients met inclusion criteria, only 1 received ALND (7%). The decrease in ALND rate was significant (p=0.001). Pre-Z0011, 28 patients in TM subgroup met extrapolated inclusion criteria, twenty-three of which received ALND (82%). Post-Z0011, 14 patients in TM subgroup met extrapolated criteria, five of which underwent ALND (36%). The decrease in rate of ALND was significant (p=0.005). This study demonstrates that the Z0011 trial significantly altered management of the axilla in all breast cancer patients with positive sentinel lymph nodes, not just those receiving BCS.


Assuntos
Neoplasias da Mama/mortalidade , Neoplasias da Mama/cirurgia , Linfonodos/patologia , Mastectomia Segmentar/métodos , Mastectomia Simples/métodos , Idoso , Neoplasias da Mama/patologia , Ensaios Clínicos como Assunto , Bases de Dados Factuais , Intervalo Livre de Doença , Feminino , Humanos , Linfonodos/cirurgia , Mastectomia Segmentar/mortalidade , Mastectomia Simples/mortalidade , Pessoa de Meia-Idade , Invasividade Neoplásica/patologia , Recidiva Local de Neoplasia/mortalidade , Recidiva Local de Neoplasia/fisiopatologia , Estadiamento de Neoplasias , Guias de Prática Clínica como Assunto/normas , Prognóstico , Estudos Retrospectivos , Medição de Risco , Análise de Sobrevida , Resultado do Tratamento , Estados Unidos
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