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1.
Zhonghua Bing Li Xue Za Zhi ; 53(7): 678-684, 2024 Jul 08.
Artículo en Chino | MEDLINE | ID: mdl-38955698

RESUMEN

Objective: To investigate the relationship between 21-gene recurrence risk score (21-Gene RS) and the prognosis and clinicopathological features of hormone receptor (HR) positive, HER2-negative early breast cancer patients who did not receive neoadjuvant therapy. Methods: A total of 469 patients with HR positive and HER2-negative early breast cancer who received surgical treatment in the First Affiliated Hospital, Zhejiang University School of Medicine from January 2014 to October 2017 were selected. Their clinicopathological data were retrospectively analyzed. Tumor tissue samples were collected from patients, and the expression of 21-gene was detected by reverse transcription quantitative real-time polymerase chain reaction (RT-qPCR). The 21-Gene RS was calculated according to the Trial Assigning Individualized Options for Treatment (TAILORx) RS grouping and National Surgical Adjuvant Breast and Bowel Project B-20 (NSABP B-20) RS grouping principles. Patients were divided into low (21-Gene RS<11 or 21-Gene RS<18), intermediate (11≤21-Gene RS<26 or 18≤21-Gene RS<31) and high (21-Gene RS≥26 or 21-Gene RS≥31) risk groups, and the clinicopathological features and prognostic differences of patients in different risk groups were compared. Statistical data were compared by chi-square test. Survival analysis was performed using Kaplan-Meier curve analysis and the differences between groups were compared using Log-rank test. Multivariate analysis was conducted by COX regression analysis. Results: Based on TAILORx RS grouping, the proportions of low-risk, intermediate-risk and high-risk groups among the 469 patients were 18.8% (88/469), 48.2% (226/469) and 33.0% (155/469), respectively. Based on NSABP B-20 RS grouping, the proportion of low-risk, intermediate-risk and high-risk groups were 43.1% (202/469), 37.5% (176/469) and 19.4% (91/469), respectively. The association of 21-Gene RS with histological grading, luminal typing, Ki-67 expression, and chemotherapy and treatment modalities were statistically significant (P<0.05) regardless of TAILORx RS grouping or NSABP B-20 RS grouping. Kaplan-Meier survival curve suggested poor prognosis in high-risk group (P<0.05, Log-rank test). Multivariate COX regression analysis showed that surgical method and 21-Gene RS were risk factors affecting the prognosis of patients. Conclusions: 21-Gene RS is significantly associated with the prognosis of patients with HR-positive, HER2-negative, early-stage breast cancer not receiving neoadjuvant therapy, as well as with their clinicopathological characteristics such as patients' histologic grade, luminal typing, Ki-67 expression, and whether or not they are treated with chemotherapy or other treatment modalities.The 21-Gene RS threshold of 11 and 26 or 18 and 31 can be used to grade the prognosis in Chinese patients with early-stage breast cancer. More researches are needed to guide the selection of postoperative adjuvant therapy for patients with HR-positive and HER2-negative early-stage breast cancer.


Asunto(s)
Neoplasias de la Mama , Recurrencia Local de Neoplasia , Receptor ErbB-2 , Humanos , Neoplasias de la Mama/genética , Neoplasias de la Mama/patología , Neoplasias de la Mama/metabolismo , Femenino , Recurrencia Local de Neoplasia/genética , Pronóstico , Receptor ErbB-2/metabolismo , Receptor ErbB-2/genética , Estudios Retrospectivos , Receptores de Estrógenos/metabolismo , Receptores de Progesterona/metabolismo , Receptores de Progesterona/genética , Persona de Mediana Edad , Factores de Riesgo
3.
Med Oncol ; 41(8): 190, 2024 Jul 01.
Artículo en Inglés | MEDLINE | ID: mdl-38951252

RESUMEN

Breast cancer is the most common malignancy in women, and despite the development of new treatment methods and the decreasing mortality rate in recent years, one of the clinical problems in breast cancer treatment is chronic inflammation in the tumor microenvironment. Histamine, an inflammatory mediator, is produced by tumor cells and can induce chronic inflammation and the growth of some tumors by recruiting inflammatory cells. It can also affect tumor physiopathology, antitumor treatment efficiency, and patient survival. Antihistamines, as histamine receptor antagonists, play a role in modulating the effects of these receptors in tumor cells and can affect some treatment methods for breast cancer therapy; in this review, we investigate the role of histamine, its receptors, and antihistamines in breast cancer pathology and treatment methods.


Asunto(s)
Neoplasias de la Mama , Antagonistas de los Receptores Histamínicos , Histamina , Receptores Histamínicos , Humanos , Neoplasias de la Mama/tratamiento farmacológico , Neoplasias de la Mama/metabolismo , Neoplasias de la Mama/patología , Femenino , Histamina/metabolismo , Receptores Histamínicos/metabolismo , Antagonistas de los Receptores Histamínicos/uso terapéutico , Microambiente Tumoral/efectos de los fármacos
4.
Oncol Res ; 32(7): 1197-1207, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38948022

RESUMEN

Breast cancer, a predominant global health issue, requires ongoing exploration of new therapeutic strategies. Palbociclib (PAL), a well-known cyclin-dependent kinase (CDK) inhibitor, plays a critical role in breast cancer treatment. While its efficacy is recognized, the interplay between PAL and cellular autophagy, particularly in the context of the RAF/MEK/ERK signaling pathway, remains insufficiently explored. This study investigates PAL's inhibitory effects on breast cancer using both in vitro (MCF7 and MDA-MB-468 cells) and in vivo (tumor-bearing nude mice) models. Aimed at elucidating the impact of PAL on autophagic processes and exploring the potential of combining it with trametinib (TRA), an MEK inhibitor, our research seeks to address the challenge of PAL-induced drug resistance. Our findings reveal that PAL significantly decreases the viability of MCF7 and MDA-MB-468 cells and reduces tumor size in mice while showing minimal cytotoxicity in MCF10A cells. However, PAL also induces protective autophagy, potentially leading to drug resistance via the RAF/MEK/ERK pathway activation. Introducing TRA effectively neutralized this autophagy, enhancing PAL's anti-tumor efficacy. A combination of PAL and TRA synergistically reduced cell viability and proliferation, and in vivo studies showed notable tumor size reduction. In conclusion, the PAL and TRA combination emerges as a promising strategy for overcoming PAL-induced resistance, offering a new horizon in breast cancer treatment.


Asunto(s)
Autofagia , Neoplasias de la Mama , Piperazinas , Piridinas , Piridonas , Pirimidinonas , Ensayos Antitumor por Modelo de Xenoinjerto , Humanos , Animales , Autofagia/efectos de los fármacos , Neoplasias de la Mama/tratamiento farmacológico , Neoplasias de la Mama/patología , Neoplasias de la Mama/metabolismo , Piridinas/farmacología , Piridinas/uso terapéutico , Piridonas/farmacología , Piridonas/uso terapéutico , Femenino , Pirimidinonas/farmacología , Pirimidinonas/uso terapéutico , Ratones , Piperazinas/farmacología , Piperazinas/uso terapéutico , Línea Celular Tumoral , Resistencia a Antineoplásicos/efectos de los fármacos , Proliferación Celular/efectos de los fármacos , Sinergismo Farmacológico , Protocolos de Quimioterapia Combinada Antineoplásica/farmacología , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Ratones Desnudos , Sistema de Señalización de MAP Quinasas/efectos de los fármacos , Inhibidores de Proteínas Quinasas/farmacología , Inhibidores de Proteínas Quinasas/uso terapéutico , Supervivencia Celular/efectos de los fármacos , Células MCF-7
5.
BMC Cancer ; 24(1): 792, 2024 Jul 03.
Artículo en Inglés | MEDLINE | ID: mdl-38956496

RESUMEN

The in vivo functions of SerpinB2 in tumor cells and tumor-associated macrophages (TAMs) during breast cancer development and metastasis remain elusive. SerpinB2-deficient MMTV-PyMT mice (PyMTSB2-/-) were previously produced to explore the biological roles of SerpinB2 in breast cancer. Compared with MMTV-PyMT wild-type (PyMTWT) mice, PyMTSB2-/- mice showed delayed tumor progression and reduced CK8 + tumor cell dissemination to lymph nodes. RNA-Seq data revealed significantly enriched genes associated with inflammatory responses, especially upregulated M1 and downregulated M2 macrophage marker genes in PyMTSB2-/- tumors. Decreased CD206+M2 and increased NOS2+M1 markers were detected in the primary tumors and metastatic lymph nodes of PyMTSB2-/- mice. In an in vitro study, SerpinB2 knockdown decreased the sphere formation and migration of MDA-MB-231 cells and suppressed protumorigenic M2 polarization of RAW264.7 cells. The combination of low SerpinB2, high NOS2, and low CD206 expression was favorable for survival in patients with breast cancer, as assessed in the BreastMark dataset. Our study demonstrates that SerpinB2 deficiency delays mammary tumor development and metastasis in PyMTWT mice, along with reduced sphere formation and migration abilities of tumor cells and decreased macrophage protumorigenic polarization.


Asunto(s)
Neoplasias de la Mama , Inhibidor 2 de Activador Plasminogénico , Animales , Ratones , Femenino , Inhibidor 2 de Activador Plasminogénico/genética , Inhibidor 2 de Activador Plasminogénico/metabolismo , Inhibidor 2 de Activador Plasminogénico/deficiencia , Humanos , Neoplasias de la Mama/patología , Neoplasias de la Mama/genética , Neoplasias de la Mama/metabolismo , Macrófagos/metabolismo , Macrófagos Asociados a Tumores/metabolismo , Línea Celular Tumoral , Ratones Noqueados , Células RAW 264.7 , Neoplasias Mamarias Experimentales/patología , Neoplasias Mamarias Experimentales/genética , Óxido Nítrico Sintasa de Tipo II/metabolismo , Óxido Nítrico Sintasa de Tipo II/genética , Movimiento Celular/genética
6.
Braz J Med Biol Res ; 57: e13357, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38958364

RESUMEN

The overexpression of P-glycoprotein (P-gp/ABCB1) is a leading cause of multidrug resistance (MDR). Hence, it is crucial to discover effective pharmaceuticals that counteract ABCB1-mediated multidrug resistance. FRAX486 is a p21-activated kinase (PAK) inhibitor. The objective of this study was to investigate whether FRAX486 can reverse ABCB1-mediated multidrug resistance, while also exploring its mechanism of action. The CCK8 assay demonstrated that FRAX486 significantly reversed ABCB1-mediated multidrug resistance. Furthermore, western blotting and immunofluorescence experiments revealed that FRAX486 had no impact on expression level and intracellular localization of ABCB1. Notably, FRAX486 was found to enhance intracellular drug accumulation and reduce efflux, resulting in the reversal of multidrug resistance. Docking analysis also indicated a strong affinity between FRAX486 and ABCB1. This study highlights the ability of FRAX486 to reverse ABCB1-mediated multidrug resistance and provides valuable insights for its clinical application.


Asunto(s)
Subfamilia B de Transportador de Casetes de Unión a ATP , Neoplasias de la Mama , Resistencia a Múltiples Medicamentos , Resistencia a Antineoplásicos , Humanos , Resistencia a Antineoplásicos/efectos de los fármacos , Neoplasias de la Mama/tratamiento farmacológico , Neoplasias de la Mama/metabolismo , Subfamilia B de Transportador de Casetes de Unión a ATP/metabolismo , Subfamilia B de Transportador de Casetes de Unión a ATP/antagonistas & inhibidores , Resistencia a Múltiples Medicamentos/efectos de los fármacos , Femenino , Quinasas p21 Activadas/antagonistas & inhibidores , Quinasas p21 Activadas/metabolismo , Línea Celular Tumoral , Western Blotting
7.
Breast Cancer Res ; 26(1): 110, 2024 Jul 03.
Artículo en Inglés | MEDLINE | ID: mdl-38961497

RESUMEN

Breast cancer (BC) is a highly prevalent malignancy worldwide, with complex pathogenesis and treatment challenges. Research reveals that methyltransferase-like 3 (METTL3) is widely involved in the pathogenesis of several tumors through methylation of its target RNAs, and its role and mechanisms in BC are also extensively studied. In this review, we aim to provide a comprehensive interpretation of available studies and elucidate the relationship between METTL3 and BC. This review suggests that high levels of METTL3 are associated with the pathogenesis, poor prognosis, and drug resistance of BC, suggesting METTL3 as a potential diagnostic or prognostic biomarker and therapeutic target. Collectively, this review provides a comprehensive understanding of how METTL3 functions through RNA methylation, which provides a valuable reference for future fundamental studies and clinical applications.


Asunto(s)
Biomarcadores de Tumor , Neoplasias de la Mama , Resistencia a Antineoplásicos , Regulación Neoplásica de la Expresión Génica , Metiltransferasas , Humanos , Neoplasias de la Mama/tratamiento farmacológico , Neoplasias de la Mama/genética , Neoplasias de la Mama/patología , Neoplasias de la Mama/metabolismo , Femenino , Resistencia a Antineoplásicos/genética , Metiltransferasas/metabolismo , Metiltransferasas/genética , Metiltransferasas/antagonistas & inhibidores , Biomarcadores de Tumor/metabolismo , Pronóstico , Terapia Molecular Dirigida , Animales
8.
Breast Cancer Res ; 26(1): 113, 2024 Jul 04.
Artículo en Inglés | MEDLINE | ID: mdl-38965558

RESUMEN

GNA13 (Gα13) is one of two alpha subunit members of the G12/13 family of heterotrimeric G-proteins which mediate signaling downstream of GPCRs. It is known to be essential for embryonic development and vasculogenesis and has been increasingly shown to be involved in mediating several steps of cancer progression. Recent studies found that Gα13 can function as an oncogene and contributes to progression and metastasis of multiple tumor types, including ovarian, head and neck and prostate cancers. In most cases, Gα12 and Gα13, as closely related α-subunits in the subfamily, have similar cellular roles. However, in recent years their differences in signaling and function have started to emerge. We previously identified that Gα13 drives invasion of Triple Negative Breast Cancer (TNBC) cells in vitro. As a highly heterogenous disease with various well-defined molecular subtypes (ER+ /Her2-, ER+ /Her2+, Her2+, TNBC) and subtype associated outcomes, the function(s) of Gα13 beyond TNBC should be explored. Here, we report the finding that low expression of GNA13 is predictive of poorer survival in breast cancer, which challenges the conventional idea of Gα12/13 being universal oncogenes in solid tumors. Consistently, we found that Gα13 suppresses the proliferation in multiple ER+ breast cancer cell lines (MCF-7, ZR-75-1 and T47D). Loss of GNA13 expression drives cell proliferation, soft-agar colony formation and in vivo tumor formation in an orthotopic xenograft model. To evaluate the mechanism of Gα13 action, we performed RNA-sequencing analysis on these cell lines and found that loss of GNA13 results in the upregulation of MYC signaling pathways in ER+ breast cancer cells. Simultaneous silencing of MYC reversed the proliferative effect from the loss of GNA13, validating the role of MYC in Gα13 regulation of proliferation. Further, we found Gα13 regulates the expression of MYC, at both the transcript and protein level in an ERα dependent manner. Taken together, our study provides the first evidence for a tumor suppressive role for Gα13 in breast cancer cells and demonstrates for the first time the direct involvement of Gα13 in ER-dependent regulation of MYC signaling. With a few exceptions, elevated Gα13 levels are generally considered to be oncogenic, similar to Gα12. This study demonstrates an unexpected tumor suppressive role for Gα13 in ER+ breast cancer via regulation of MYC, suggesting that Gα13 can have subtype-dependent tumor suppressive roles in breast cancer.


Asunto(s)
Proliferación Celular , Receptor alfa de Estrógeno , Subunidades alfa de la Proteína de Unión al GTP G12-G13 , Regulación Neoplásica de la Expresión Génica , Proteínas Proto-Oncogénicas c-myc , Humanos , Subunidades alfa de la Proteína de Unión al GTP G12-G13/metabolismo , Subunidades alfa de la Proteína de Unión al GTP G12-G13/genética , Femenino , Receptor alfa de Estrógeno/metabolismo , Receptor alfa de Estrógeno/genética , Animales , Línea Celular Tumoral , Ratones , Proteínas Proto-Oncogénicas c-myc/genética , Proteínas Proto-Oncogénicas c-myc/metabolismo , Neoplasias de la Mama Triple Negativas/genética , Neoplasias de la Mama Triple Negativas/patología , Neoplasias de la Mama Triple Negativas/metabolismo , Neoplasias de la Mama/genética , Neoplasias de la Mama/patología , Neoplasias de la Mama/metabolismo , Transducción de Señal , Regulación hacia Arriba
9.
Breast Cancer Res ; 26(1): 111, 2024 Jul 04.
Artículo en Inglés | MEDLINE | ID: mdl-38965614

RESUMEN

BACKGROUND: Endocrine therapy is the most important treatment modality of breast cancer patients whose tumors express the estrogen receptor α (ERα). The androgen receptor (AR) is also expressed in the vast majority (80-90%) of ERα-positive tumors. AR-targeting drugs are not used in clinical practice, but have been evaluated in multiple trials and preclinical studies. METHODS: We performed a genome-wide study to identify hormone/drug-induced single nucleotide polymorphism (SNP) genotype - dependent gene-expression, known as PGx-eQTL, mediated by either an AR agonist (dihydrotestosterone) or a partial antagonist (enzalutamide), utilizing a previously well characterized lymphoblastic cell line panel. The association of the identified SNPs-gene pairs with breast cancer phenotypes were then examined using three genome-wide association (GWAS) studies that we have published and other studies from the GWAS catalog. RESULTS: We identified 13 DHT-mediated PGx-eQTL loci and 23 Enz-mediated PGx-eQTL loci that were associated with breast cancer outcomes post ER antagonist or aromatase inhibitors (AI) treatment, or with pharmacodynamic (PD) effects of AIs. An additional 30 loci were found to be associated with cancer risk and sex-hormone binding globulin levels. The top loci involved the genes IDH2 and TMEM9, the expression of which were suppressed by DHT in a PGx-eQTL SNP genotype-dependent manner. Both of these genes were overexpressed in breast cancer and were associated with a poorer prognosis. Therefore, suppression of these genes by AR agonists may benefit patients with minor allele genotypes for these SNPs. CONCLUSIONS: We identified AR-related PGx-eQTL SNP-gene pairs that were associated with risks, outcomes and PD effects of endocrine therapy that may provide potential biomarkers for individualized treatment of breast cancer.


Asunto(s)
Neoplasias de la Mama , Estudio de Asociación del Genoma Completo , Polimorfismo de Nucleótido Simple , Sitios de Carácter Cuantitativo , Receptores Androgénicos , Humanos , Neoplasias de la Mama/genética , Neoplasias de la Mama/tratamiento farmacológico , Neoplasias de la Mama/patología , Neoplasias de la Mama/metabolismo , Femenino , Receptores Androgénicos/genética , Receptores Androgénicos/metabolismo , Línea Celular Tumoral , Regulación Neoplásica de la Expresión Génica/efectos de los fármacos , Dihidrotestosterona/farmacología , Feniltiohidantoína/farmacología , Feniltiohidantoína/uso terapéutico , Nitrilos/uso terapéutico , Genotipo , Farmacogenética/métodos , Variantes Farmacogenómicas , Antineoplásicos Hormonales/uso terapéutico , Antineoplásicos Hormonales/farmacología , Benzamidas
10.
Acta Oncol ; 63: 535-541, 2024 Jul 05.
Artículo en Inglés | MEDLINE | ID: mdl-38967128

RESUMEN

BACKGROUND: Hormone receptor positivity predicts benefit from endocrine therapy but the knowledge about the long-term survival of patients with different tumor receptor levels is limited. In this study, we describe the 25 years outcome of tamoxifen (TAM) treated patients. PATIENTS AND METHODS: Between 1983 and 1992, a total of 4,610 postmenopausal patients with early-stage breast cancer were randomized to receive totally 2 or 5 years of TAM therapy. After 2 years, 4,124 were alive and free of breast cancer recurrence. Among these, 2,481 had demonstrated estrogen receptor positive (ER+) disease. From 1988, the Abbot enzyme immunoassay became available and provided quantitative receptor levels for 1,210 patients, for which our analyses were done. RESULTS: After 5 years of follow-up, when all TAM treatment was finished, until 15 years of follow-up, breast cancer mortality for patients with ER+ disease was significantly reduced in the 5-year group as compared with the 2-year group (hazard ratios [HR] 0.67, 95% confidence intervals [CI] 0.55-0.83, p < 0.001). After 15 years, the difference between the groups remained but did not increase further. A substantial benefit from prolonged TAM therapy was only observed for the subgroup of patients with ER levels below the median (HR = 0.62, 95% CI 0.46-0.84, p = 0.002). Similarly, patients with progesterone receptor negative (PR-) disease did benefit from prolonged TAM treatment. For patients with progesterone receptor positive (PR+) disease, there was no statistically significant benefit from more than 2 years of TAM.  Interpretation: As compared with 2 years of adjuvant TAM, 5 years significantly prolonged breast cancer-specific survival. The benefit from prolonged TAM therapy was statistically significant for patients with ER levels below median or PR-negative disease. There was no evident benefit from prolonged TAM for patients with high ER levels or with PR+ tumors.


Asunto(s)
Antineoplásicos Hormonales , Neoplasias de la Mama , Receptores de Estrógenos , Receptores de Progesterona , Tamoxifeno , Humanos , Tamoxifeno/uso terapéutico , Neoplasias de la Mama/tratamiento farmacológico , Neoplasias de la Mama/mortalidad , Neoplasias de la Mama/patología , Neoplasias de la Mama/metabolismo , Femenino , Receptores de Estrógenos/metabolismo , Receptores de Estrógenos/análisis , Estudios de Seguimiento , Persona de Mediana Edad , Antineoplásicos Hormonales/uso terapéutico , Receptores de Progesterona/metabolismo , Quimioterapia Adyuvante/métodos , Anciano , Posmenopausia , Adulto , Resultado del Tratamiento
11.
Adv Exp Med Biol ; 1445: 169-177, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38967759

RESUMEN

Over the past 20 years, increasing evidence has demonstrated that immunoglobulins (Igs) can be widely generated from non B cells, including normal and malignant mammary epithelial cells. In normal breast tissue, the expression of IgG and IgA has been identified in epithelial cells of mammary glands during pregnancy and lactation, which can be secreted into milk, and might participate in neonatal immunity. On the other hand, non B-IgG is highly expressed in breast cancer cells, correlating with the poor prognosis of patients with breast cancer. Importantly, a specific group of IgG, bearing a unique N-linked glycan on the Asn162 site and aberrant sialylation modification at the end of the novel glycan (referred to as sialylated IgG (SIA-IgG)), has been found in breast cancer stem/progenitor-like cells. SIA-IgG can significantly promote the capacity of migration, invasiveness, and metastasis, as well as enhance self-renewal and tumorigenicity in vitro and in vivo. These findings suggest that breast epithelial cells can produce Igs with different biological activities under physiological and pathological conditions. During lactation, these Igs could be the main source of milk Igs to protect newborns from pathogenic infections, while under pathological conditions, they display oncogenic activity and promote the occurrence and progression of breast cancer.


Asunto(s)
Neoplasias de la Mama , Células Epiteliales , Glándulas Mamarias Humanas , Humanos , Femenino , Neoplasias de la Mama/patología , Neoplasias de la Mama/metabolismo , Neoplasias de la Mama/inmunología , Células Epiteliales/metabolismo , Animales , Glándulas Mamarias Humanas/metabolismo , Glándulas Mamarias Humanas/patología , Lactancia/metabolismo , Embarazo , Inmunoglobulina G/metabolismo , Inmunoglobulina G/inmunología , Inmunoglobulinas/metabolismo
12.
Brief Bioinform ; 25(4)2024 May 23.
Artículo en Inglés | MEDLINE | ID: mdl-38960406

RESUMEN

Spatial transcriptomics data play a crucial role in cancer research, providing a nuanced understanding of the spatial organization of gene expression within tumor tissues. Unraveling the spatial dynamics of gene expression can unveil key insights into tumor heterogeneity and aid in identifying potential therapeutic targets. However, in many large-scale cancer studies, spatial transcriptomics data are limited, with bulk RNA-seq and corresponding Whole Slide Image (WSI) data being more common (e.g. TCGA project). To address this gap, there is a critical need to develop methodologies that can estimate gene expression at near-cell (spot) level resolution from existing WSI and bulk RNA-seq data. This approach is essential for reanalyzing expansive cohort studies and uncovering novel biomarkers that have been overlooked in the initial assessments. In this study, we present STGAT (Spatial Transcriptomics Graph Attention Network), a novel approach leveraging Graph Attention Networks (GAT) to discern spatial dependencies among spots. Trained on spatial transcriptomics data, STGAT is designed to estimate gene expression profiles at spot-level resolution and predict whether each spot represents tumor or non-tumor tissue, especially in patient samples where only WSI and bulk RNA-seq data are available. Comprehensive tests on two breast cancer spatial transcriptomics datasets demonstrated that STGAT outperformed existing methods in accurately predicting gene expression. Further analyses using the TCGA breast cancer dataset revealed that gene expression estimated from tumor-only spots (predicted by STGAT) provides more accurate molecular signatures for breast cancer sub-type and tumor stage prediction, and also leading to improved patient survival and disease-free analysis. Availability: Code is available at https://github.com/compbiolabucf/STGAT.


Asunto(s)
Perfilación de la Expresión Génica , RNA-Seq , Transcriptoma , Humanos , RNA-Seq/métodos , Perfilación de la Expresión Génica/métodos , Neoplasias de la Mama/genética , Neoplasias de la Mama/metabolismo , Regulación Neoplásica de la Expresión Génica , Biología Computacional/métodos , Femenino , Biomarcadores de Tumor/genética , Biomarcadores de Tumor/metabolismo
13.
Int J Biol Sci ; 20(9): 3497-3514, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38993569

RESUMEN

Resistance to HER2-targeted therapy is the major cause of treatment failure in patients with HER2+ breast cancer (BC). Given the key role of immune microenvironment in tumor development, there is a lack of an ideal prognostic model that fully accounts for immune infiltration. In this study, WGCNA analysis was performed to discover the relationship between immune-related signaling and prognosis of HER2+ BC. After Herceptin-resistant BC cell lines established, transcriptional profiles of resistant cell line and RNA-sequencing data from GSE76360 cohort were analyzed for candidate genes. 85 samples of HER2+ BC from TCGA database were analyzed by the Cox regression, XGBoost and Lasso algorithm to generalize a credible immune-related prognostic index (IRPI). Correlations between the IRPI signature and tumor microenvironment were further analyzed by multiple algorithms, including single-cell RNA sequencing data analysis. Patients with high IRPI had suppressive tumor immune microenvironment and worse prognosis. The suppression of type I interferon signaling indicated by the IRPI in Herceptin-resistant HER2+ BC was validated. And we elucidated that the suppression of cGAS-STING pathway is the key determinant underlying immune escape in Herceptin-resistant BC with high IRPI. A combination of STING agonist and DS-8201 could serve as a new strategy for Herceptin-resistant HER2+ BC.


Asunto(s)
Neoplasias de la Mama , Resistencia a Antineoplásicos , Proteínas de la Membrana , Nucleotidiltransferasas , Receptor ErbB-2 , Trastuzumab , Microambiente Tumoral , Humanos , Neoplasias de la Mama/genética , Neoplasias de la Mama/tratamiento farmacológico , Neoplasias de la Mama/metabolismo , Neoplasias de la Mama/inmunología , Femenino , Trastuzumab/uso terapéutico , Trastuzumab/farmacología , Resistencia a Antineoplásicos/genética , Receptor ErbB-2/metabolismo , Receptor ErbB-2/genética , Proteínas de la Membrana/metabolismo , Proteínas de la Membrana/genética , Nucleotidiltransferasas/metabolismo , Nucleotidiltransferasas/genética , Transducción de Señal , Línea Celular Tumoral , Pronóstico , Regulación Neoplásica de la Expresión Génica
14.
Vascul Pharmacol ; 155: 107311, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38985614

RESUMEN

Purinergic signaling plays a crucial role in vascular endothelium functions. In particular, ionotropic P2X receptors (P2XRs) are engaged in various intracellular pathways through which endothelial cells (ECs) adapt to external stimuli. However, very little is known about the impact of P2XRs on vascular remodeling during carcinogenesis. We previously demonstrated that high purinergic stimulation impairs the migratory phenotype of tumor-derived endothelial cells (TECs) but not of normal ECs. Since P2XRs are sensitive to different physical and chemical factors, we investigated the impact of tumor microenvironment (TME) on healthy ECs to verify the ability of cancer cells to affect endothelial migratory phenotype through purinergic signaling tuning. More specifically, we focused on P2XR modulation by two different types of TME, mimicking breast and pancreas cancer milieux, which show very different features in terms of vascularization and composition. ECs conditioning with both cancer cell types induced a significant upregulation of some of the most represented P2XR. However, only conditioning with MCF-7 cells and not that with PANC-1 cells was able to alter the migratory phenotype of normal ECs supporting a P2XR-mediated inhibition of cell migration. The differences observed between the two cancer cells could be due to their different proliferative potential and the subsequent different extracellular pH. In addition, in agreement with some of our previous data, the P2XR-induced inhibition of EC migration seems to be independent of calcium signals, as conditioned ECs didn't reveal any changes in the long-lasting responses evoked by purinergic agonists. Collectively, highlighting a significant P2RX modulation by TME, our data strengthen the hypothesis that purinergic signaling may play a central role in vascular remodeling during carcinogenesis. However, the molecular routes upstream and downstream of this modulation remain to be elucidated.


Asunto(s)
Neoplasias de la Mama , Movimiento Celular , Células Endoteliales , Receptores Purinérgicos P2X , Transducción de Señal , Microambiente Tumoral , Humanos , Movimiento Celular/efectos de los fármacos , Células Endoteliales/metabolismo , Células Endoteliales/patología , Receptores Purinérgicos P2X/metabolismo , Neoplasias de la Mama/patología , Neoplasias de la Mama/metabolismo , Neoplasias Pancreáticas/patología , Neoplasias Pancreáticas/metabolismo , Células MCF-7 , Femenino , Fenotipo
15.
Int J Mol Sci ; 25(13)2024 Jun 29.
Artículo en Inglés | MEDLINE | ID: mdl-39000314

RESUMEN

Breast cancer characterized as "cold tumors" exhibit low levels of immune cell infiltration, which limits the efficacy of conventional immunotherapy. Recent studies have focused on strategies using nanotechnology combined with tumor microenvironment modulation to transform "cold tumors" into "hot tumors". This approach involves the use of functionalized nanoparticles that target and modify the tumor microenvironment to promote the infiltration and activation of antitumor immune cells. By delivering immune activators or blocking immunosuppressive signals, these nanoparticles activate otherwise dormant immune responses, enhancing tumor immunogenicity and the therapeutic response. These strategies not only promise to increase the response rate of breast cancer patients to existing immunotherapies but also may pave new therapeutic avenues, providing a new direction for the immunotherapy of breast cancer.


Asunto(s)
Neoplasias de la Mama , Inmunoterapia , Nanopartículas , Microambiente Tumoral , Humanos , Microambiente Tumoral/inmunología , Microambiente Tumoral/efectos de los fármacos , Neoplasias de la Mama/patología , Neoplasias de la Mama/terapia , Neoplasias de la Mama/inmunología , Neoplasias de la Mama/tratamiento farmacológico , Neoplasias de la Mama/metabolismo , Femenino , Inmunoterapia/métodos , Nanopartículas/química , Animales
16.
Int J Mol Sci ; 25(13)2024 Jun 30.
Artículo en Inglés | MEDLINE | ID: mdl-39000333

RESUMEN

Breast cancer represents the most prevalent form of cancer and the leading cause of cancer-related mortality among females worldwide. It has been reported that several risk factors contribute to the appearance and progression of this disease. Despite the advancements in breast cancer treatment, a significant portion of patients with distant metastases still experiences no cure. The extracellular matrix represents a potential target for enhanced serum biomarkers in breast cancer. Furthermore, extracellular matrix degradation and epithelial-mesenchymal transition constitute the primary stages of local invasion during tumorigenesis. Additionally, the microbiome has a potential influence on diverse physiological processes. It is emerging that microbial dysbiosis is a significant element in the development and progression of various cancers, including breast cancer. Thus, a better understanding of extracellular matrix and microbiome interactions could provide novel alternatives to breast cancer treatment and management. In this review, we summarize the current evidence regarding the intricate relationship between breast cancer with the extracellular matrix and the microbiome. We discuss the arising associations and future perspectives in this field.


Asunto(s)
Neoplasias de la Mama , Matriz Extracelular , Microbiota , Humanos , Neoplasias de la Mama/microbiología , Neoplasias de la Mama/patología , Neoplasias de la Mama/metabolismo , Matriz Extracelular/metabolismo , Femenino , Transición Epitelial-Mesenquimal , Animales , Disbiosis/microbiología , Microambiente Tumoral
17.
Int J Mol Sci ; 25(13)2024 Jun 30.
Artículo en Inglés | MEDLINE | ID: mdl-39000339

RESUMEN

Epithelial-mesenchymal transition (EMT) refers to the transformation of polar epithelial cells into motile mesenchymal cells under specific physiological or pathological conditions, thus promoting the metastasis of cancer cells. Epithelial cadherin (E-cadherin) is a protein that plays an important role in the acquisition of tumor cell motility and serves as a key EMT epithelial marker. In the present study, AW01178, a small-molecule compound with potential therapeutic efficacy, was identified via in-cell Western high-throughput screening technology using E-cadherin as the target. The compound induced the upregulation of E-cadherin at both mRNA and protein levels and inhibited the EMT of breast cancer cells in vitro as well as metastasis in vivo. Mechanistically, AW01178 is a novel benzacetamide histone deacetylase inhibitor (HDACi) mainly targeting class I histone deacetylases. AW01178 promoted the transcription and expression of E-cadherin through enhancing the acetylation level of histone H3 in the E-cadherin promoter region, thereby inhibiting the metastasis of breast cancer cells. The collective findings support the potential utility of the novel HDACi compound identified in this study, AW01178, as a therapeutic drug for breast cancer and highlight its value for the future development of HDACi structures as anticancer drugs.


Asunto(s)
Neoplasias de la Mama , Cadherinas , Transición Epitelial-Mesenquimal , Inhibidores de Histona Desacetilasas , Transición Epitelial-Mesenquimal/efectos de los fármacos , Inhibidores de Histona Desacetilasas/farmacología , Humanos , Neoplasias de la Mama/patología , Neoplasias de la Mama/tratamiento farmacológico , Neoplasias de la Mama/metabolismo , Neoplasias de la Mama/genética , Femenino , Animales , Cadherinas/metabolismo , Cadherinas/genética , Línea Celular Tumoral , Metástasis de la Neoplasia , Ratones , Movimiento Celular/efectos de los fármacos , Regulación Neoplásica de la Expresión Génica/efectos de los fármacos , Antineoplásicos/farmacología , Ensayos Antitumor por Modelo de Xenoinjerto , Ratones Desnudos , Histonas/metabolismo
18.
Int J Mol Sci ; 25(13)2024 Jul 04.
Artículo en Inglés | MEDLINE | ID: mdl-39000458

RESUMEN

Despite advances in the genomic classification of breast cancer, current clinical tests and treatment decisions are commonly based on protein-level information. Nowadays breast cancer clinical treatment selection is based on the immunohistochemical (IHC) determination of four protein biomarkers: Estrogen Receptor 1 (ESR1), Progesterone Receptor (PGR), Human Epidermal Growth Factor Receptor 2 (HER2), and proliferation marker Ki-67. The prognostic correlation of tumor-infiltrating T cells has been widely studied in breast cancer, but tumor-infiltrating B cells have not received so much attention. We aimed to find a correlation between immunohistochemical results and a proteomic approach in measuring the expression of proteins isolated from B-cell lymphocytes in peripheral blood samples. Shotgun proteomic analysis was chosen for its key advantage over other proteomic methods, which is its comprehensive and untargeted approach to analyzing proteins. This approach facilitates better characterization of disease-associated changes at the protein level. We identified 18 proteins in B cell lymphocytes with a significant fold change of more than 2, which have promising potential to serve as breast cancer biomarkers in the future.


Asunto(s)
Linfocitos B , Biomarcadores de Tumor , Neoplasias de la Mama , Humanos , Neoplasias de la Mama/metabolismo , Neoplasias de la Mama/patología , Neoplasias de la Mama/diagnóstico , Femenino , Biomarcadores de Tumor/metabolismo , Linfocitos B/metabolismo , Linfocitos B/inmunología , Proteómica/métodos , Linfocitos Infiltrantes de Tumor/inmunología , Linfocitos Infiltrantes de Tumor/metabolismo , Persona de Mediana Edad
19.
Int J Mol Sci ; 25(13)2024 Jul 05.
Artículo en Inglés | MEDLINE | ID: mdl-39000487

RESUMEN

Oestrogen receptor (ER)-positive breast cancer (BC) is generally well responsive to endocrine therapy. Neoadjuvant endocrine therapy (NAET) is increasingly being used for downstaging ER-positive tumours. This study aims to analyse the effect of NAET on a well-characterised cohort of ER-positive BC with particular emphasis on receptor expression. This is a retrospective United Kingdom (UK) multicentre study of 391 patients who received NAET between October 2012 and October 2020. Detailed analyses of the paired pre- and post-NAET morphological changes and hormone receptor (HR) and human epidermal growth factor receptor 2 (HER2) expression were performed. The median duration of NAET was 86 days, with median survival and overall survival rates of 380 days and 93.4%, respectively. A total of 90.3% of cases achieved a pathological partial response, with a significantly higher rate of response in the HER2-low cancers. Following NAET, BC displayed some pathological changes involving the tumour stroma including central scarring and an increase in tumour infiltrating lymphocytes (TILs) and tumour cell morphology. Significant changes associated with the duration of NAET were observed in tumour grade (30.6% of cases), with downgrading identified in 19.3% of tumours (p < 0.001). The conversion of ER status from positive to low or negative was insignificant. The conversion of progesterone receptor (PR) and HER2 status to negative status was observed in 31.3% and 38.1% of cases, respectively (p < 0.001). HER2-low breast cancer decreased from 63% to 37% following NAET in the paired samples. Significant morphological and biomarker changes involving PR and HER2 expression occurred following NAET. The findings support biomarker testing on pre-treatment core biopsies and post-treatment residual carcinoma.


Asunto(s)
Neoplasias de la Mama , Terapia Neoadyuvante , Receptor ErbB-2 , Receptores de Estrógenos , Humanos , Neoplasias de la Mama/patología , Neoplasias de la Mama/metabolismo , Neoplasias de la Mama/tratamiento farmacológico , Femenino , Terapia Neoadyuvante/métodos , Persona de Mediana Edad , Receptor ErbB-2/metabolismo , Anciano , Adulto , Receptores de Estrógenos/metabolismo , Estudios Retrospectivos , Antineoplásicos Hormonales/uso terapéutico , Biomarcadores de Tumor/metabolismo , Anciano de 80 o más Años
20.
Int J Mol Sci ; 25(13)2024 Jul 05.
Artículo en Inglés | MEDLINE | ID: mdl-39000504

RESUMEN

HER2-targeted therapies, such as Trastuzumab (Tz), have significantly improved the clinical outcomes for patients with HER2+ breast cancer (BC). However, treatment resistance remains a major obstacle. To elucidate functional and metabolic changes associated with acquired resistance, we characterized protein profiles of BC Tz-responder spheroids (RSs) and non-responder spheroids (nRSs) by a proteomic approach. Three-dimensional cultures were generated from the HER2+ human mammary adenocarcinoma cell line BT-474 and a derived resistant cell line. Before and after a 15-day Tz treatment, samples of each condition were collected and analyzed by liquid chromatography-mass spectrometry. The analysis of differentially expressed proteins exhibited the deregulation of energetic metabolism and mitochondrial pathways. A down-regulation of carbohydrate metabolism and up-regulation of mitochondria organization proteins, the tricarboxylic acid cycle, and oxidative phosphorylation, were observed in nRSs. Of note, Complex I-related proteins were increased in this condition and the inhibition by metformin highlighted that their activity is necessary for nRS survival. Furthermore, a correlation analysis showed that overexpression of Complex I proteins NDUFA10 and NDUFS2 was associated with high clinical risk and worse survival for HER2+ BC patients. In conclusion, the non-responder phenotype identified here provides a signature of proteins and related pathways that could lead to therapeutic biomarker investigation.


Asunto(s)
Neoplasias de la Mama , Resistencia a Antineoplásicos , Complejo I de Transporte de Electrón , Proteómica , Receptor ErbB-2 , Trastuzumab , Humanos , Trastuzumab/farmacología , Trastuzumab/uso terapéutico , Neoplasias de la Mama/metabolismo , Neoplasias de la Mama/tratamiento farmacológico , Neoplasias de la Mama/patología , Femenino , Complejo I de Transporte de Electrón/metabolismo , Proteómica/métodos , Receptor ErbB-2/metabolismo , Línea Celular Tumoral , Mitocondrias/metabolismo , Mitocondrias/efectos de los fármacos , Esferoides Celulares/metabolismo , Esferoides Celulares/efectos de los fármacos , Proteoma/metabolismo , Antineoplásicos Inmunológicos/farmacología , Antineoplásicos Inmunológicos/uso terapéutico
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