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BACKGROUND: Other than for breast cancer, endocrine therapy has not been highly effective for gynecologic cancers. Endocrine therapy resistance in estrogen receptor positive gynecologic cancers is still poorly understood. In this retrospective study, we examined the estrogen receptor (ER) signaling pathway activities of breast, ovarian, endometrial, and cervical cancers to identify those that may predict endocrine therapy responsiveness. METHODS: Clinical and genomic data of women with breast and gynecological cancers were downloaded from cBioPortal for Cancer Genomics. Estrogen receptor alpha (ESR1) expression level and sample-level pathway enrichment scores (EERES) were calculated to classify patients into four groups (low/high ESR1 and low/high EERES). Correlation between ESR1/EERES score and survival was further validated with RNAseq data from low-grade serous ovarian cancer. Pathway analyses were performed among different ESR1/EERES groups to identify genes that correlate with endocrine resistance, which are validated using Cancer Cell Line Encyclopedia gene expression and Genomics of Drug Sensitivity in Cancer data. RESULTS: We identified a novel combined prognostic value of ESR1 expression and the corresponding estrogen response signaling (EERES score) for breast cancer. The combined prognostic value (ESR1/EERES) may be applicable to other gynecologic cancers. More importantly, we discovered that ER signaling can cross-regulate MEK pathway activation. We identified downstream genes in the MEK pathway (EPHA2, INAVA, MALL, MPZL2, PCDH1, and TNFRSF21) that are potential endocrine therapy response biomarkers. CONCLUSION: This study demonstrated that targeting both the ER and the ER signaling activity related MEK pathway may aid the development of endocrine therapy strategies for personalized medicine.
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Receptor alfa de Estrogênio , Humanos , Feminino , Prognóstico , Receptor alfa de Estrogênio/metabolismo , Receptor alfa de Estrogênio/genética , Estudos Retrospectivos , Sistema de Sinalização das MAP Quinases/genética , Neoplasias da Mama/genética , Neoplasias da Mama/patologia , Neoplasias da Mama/tratamento farmacológico , Neoplasias da Mama/metabolismo , Neoplasias da Mama/mortalidade , Resistencia a Medicamentos Antineoplásicos/genética , Transdução de Sinais , Regulação Neoplásica da Expressão Gênica , Antineoplásicos Hormonais/uso terapêutico , Linhagem Celular Tumoral , Neoplasias dos Genitais Femininos/genética , Neoplasias dos Genitais Femininos/tratamento farmacológico , Neoplasias dos Genitais Femininos/metabolismo , Neoplasias dos Genitais Femininos/patologia , Neoplasias dos Genitais Femininos/mortalidade , Neoplasias Ovarianas/genética , Neoplasias Ovarianas/tratamento farmacológico , Neoplasias Ovarianas/patologia , Neoplasias Ovarianas/metabolismo , Neoplasias Ovarianas/mortalidadeRESUMO
Estrogen receptor (ER) positivity by immunohistochemistry has long been a main selection criterium for breast cancer patients to be treated with endocrine therapy. However, ER positivity might not directly correlate with activated ER signaling activity, which is a better predictor for endocrine therapy responsiveness. In this study, we investigated if a deep learning method using whole-slide H&E-stained images could predict ER signaling activity. First, ER signaling activity score was determined using RNAseq data available from each of the 1082 breast cancer samples in the TCGA Pan-Cancer dataset based on the Hallmark Estrogen Response Early gene set from the Molecular Signature Database (MSigDB). Then the processed H&E-stained images and ER signaling activity scores from a training cohort were fed into ResNet101 with three additional fully connected layers to generate a predicted ER activity score. The trained models were subsequently applied to an independent testing cohort. The result demonstrated that ER + /HER2- breast cancer patients with a higher predicted ER activity score had longer progression-free survival (p = 0.0368) than those with lower predicted ER activity score. In conclusion, a convolutional deep neural network can predict prognosis and endocrine therapy response in breast cancer patients based on whole-slide H&E-stained images. The trained models were found to robustly predict the prognosis of ER + /HER2- patients. This information is valuable for patient management, as it does not require RNA-seq or microarray data analyses. Thus, these models can reduce the cost of the diagnosis workflow if such information is required.
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Neoplasias da Mama , Aprendizado Profundo , Humanos , Feminino , Neoplasias da Mama/genética , Receptor ErbB-2/genética , Biomarcadores Tumorais/genética , PrognósticoRESUMO
BACKGROUND: Low-grade serous ovarian cancer (LGSOC) is a rare disease that occurs more frequently in younger women than those with high-grade disease. The current treatment is suboptimal and a better understanding of the molecular pathogenesis of this disease is required. In this study, we compared the proteogenomic analyses of LGSOCs from short- and long-term survivors (defined as < 40 and > 60 months, respectively). Our goal was to identify novel mutations, proteins, and mRNA transcripts that are dysregulated in LGSOC, particularly in short-term survivors. METHODS: Initially, targeted sequencing of 409 cancer-related genes was performed on 22 LGSOC and 6 serous borderline ovarian tumor samples. Subsequently, whole-genome sequencing analysis was performed on 14 LGSOC samples (7 long-term survivors and 7 short-term survivors) with matched normal tissue samples. RNA sequencing (RNA-seq), quantitative proteomics, and phosphoproteomic analyses were also performed. RESULTS: We identified single-nucleotide variants (SNVs) (range: 5688-14,833 per sample), insertion and deletion variants (indels) (range: 880-1065), and regions with copy number variants (CNVs) (range: 62-335) among the 14 LGSOC samples. Among all SNVs and indels, 2637 mutation sites were found in the exonic regions. The allele frequencies of the detected variants were low (median12%). The identified recurrent nonsynonymous missense mutations included KRAS, NRAS, EIF1AX, UBR5, and DNM3 mutations. Mutations in DNM3 and UBR5 have not previously been reported in LGSOC. For the two samples, somatic DNM3 nonsynonymous missense mutations in the exonic region were validated using Sanger sequencing. The third sample contained two missense mutations in the intronic region of DNM3, leading to a frameshift mutation detected in RNA transcripts in the RNA-seq data. Among the 14 LGSOC samples, 7754 proteins and 9733 phosphosites were detected by global proteomic analysis. Some of these proteins and signaling pathways, such as BST1, TBXAS1, MPEG1, HBA1, and phosphorylated ASAP1, are potential therapeutic targets. CONCLUSIONS: This is the first study to use whole-genome sequencing to detect somatic mutations in LGSOCs with matched normal tissues. We detected and validated novel mutations in DNM3, which were present in 3 of the 14 samples analyzed. Additionally, we identified novel indels, regions with CNVs, dysregulated mRNA, dysregulated proteins, and phosphosites that are more prevalent in short-term survivors. This integrated proteogenomic analysis can guide research into the pathogenesis and treatment of LGSOC.
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Cistadenocarcinoma Seroso , Dinamina III , Neoplasias Ovarianas , Feminino , Humanos , Cistadenocarcinoma Seroso/genética , Cistadenocarcinoma Seroso/patologia , Dinamina III/genética , Multiômica , Mutação/genética , Gradação de Tumores , Neoplasias Ovarianas/genética , Neoplasias Ovarianas/patologia , Proteômica , RNA Mensageiro/genética , RNA Mensageiro/uso terapêutico , SobreviventesRESUMO
OBJECTIVES: We employed the co-culture of CD34+ stem cell-derived human mast cells (HMC) and human monocyte-derived osteoclast precursors to evaluate if mast cells contribute to the pathogenesis of osteoporosis through regulation of osteoclast proliferation and activation. METHODS: Mature HMC and osteoclast precursors were cultured from monocytes isolated from human buffy coat. The osteoclast precursors were incubated with HMC or receptor activator of nuclear factor kappa-B ligand (RANKL) for a week prior to determination of osteoclast maturation through characterization by their morphology and tartrate resistant acid phosphatase (TRAP) expression. The bone absorption activity was determined by pit formation on osteo-assay plate. RESULTS: Mature osteoclasts were identified following co-culture of osteoclast precursors with HMC for one week in the absence of RANKL and they were capable of bone resorption. These actions of HMC on osteoclasts were not affected by mast cell activators such anti-IgE or substance P but could be reversed by osteoprotegerin (OPG) in the co-culture system suggesting the involvement of RANKL. The expression of RANKL on the cell surface of HMC was confirmed by flow cytometry and the density was not affected by activation of HMC. CONCLUSION: Our study provided direct evidence confirming the initiation of osteoclast proliferation and activation by mast cells through cell surface RANKL suggesting that mast cells may contribute to bone destruction in pathological conditions such as osteoporosis.
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Mastócitos , Osteoporose , Humanos , Diferenciação Celular , Células Cultivadas , Mastócitos/metabolismo , Glicoproteínas de Membrana/metabolismo , NF-kappa B/metabolismo , Osteoclastos , Osteogênese , Osteoporose/metabolismo , Osteoprotegerina/metabolismo , Ligante RANK/metabolismo , Receptor Ativador de Fator Nuclear kappa-B/metabolismoRESUMO
Objectives: Mast cells are important immune cells that primarily localize in the interface between the host and external environment, and protect us from pathogen infection. However, they are also involved in the pathology of allergic diseases such as asthma and atopic dermatitis. A novel S phase kinase-associated protein 1 (SKP1) inhibitor 6-O-angeloylplenolin (6-OAP), was studied with its potential ability to alleviate the anti-IgE-induced inflammatory responses of primary human cultured mast cells (HCMCs) and LAD2 cell line. Materials and Methods: We isolated the HCMCs from the buffy coat of voluntary blood donors. The effects of 6-OAP on mast cell activation were evaluated by measuring degranulation, cytokine release, migration, calcium influx, and ERK phosphorylation using spectro-fluorescence assay, multiplex cytometric bead assay/ELISA, migration assay, Fluo-4 calcium flux assay, and western blot, respectively. Results: It was found that 6-OAP exerted anti-inflammatory effects on human mast cells by dose-dependently suppressing the anti-IgE-mediated degranulation and release of cytokines such as proinflammatory cytokines (IL-8 and TNF-α), growth factors (GM-CSF, VEGF, and FGF), and chemokines (CCL2 and CCL3) in HCMC and LAD2 cells. It also suppressed the migration of immature HCMCs induced by CXCL12. Moreover, the process of calcium influx and ERK phosphorylation in activated HCMC cells were inhibited by 6-OAP administration. Conclusion: Our results showed that 6-OAP inhibited anti-IgE-induced inflammatory responses of human mast cells via suppressing calcium influx and ERK phosphorylation.
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BACKGROUND: The prognostic value of the expression of estrogen receptor (ER) subtypes ER⺠and ERß in ovarian cancer has previously been evaluated by meta-analyses. However, the results are contradictory and controversial. METHODS: We conducted an updated meta-analysis with stringent inclusion criteria to ensure homogeneous studies to determine the effect of ER subtypes on ovarian cancer prognosis. Articles were retrieved by systematic search of PubMed and Web of Science for articles dated up to June 2021. Only studies with known hazard ratio (HR) and antibody clone for immunochemistry (IHC) were included. Pooled HRs with the corresponding 95% confidence intervals (CIs) were calculated for the effect of ER⺠and ERß expression on ovarian cancer patient progression-free survival (PFS) and overall survival (OS). RESULTS: A total of 17 studies were included, of which 11 and 13 studies examined the relationships between ER⺠expression and PFS and OS, respectively, and 5 and 7 studies examined the relationships between ERß expression and PFS and OS, respectively. Neither ER⺠expression (random-effects model; HR = 0.99, 95% CI = 0.83-1.18) nor ERß expression (fixed-effects model; HR = 0.94, 95% CI = 0.69-1.27) was associated with PFS. Random-effects models showed that ER⺠expression (HR = 0.81, 95% CI = 0.64-1.02) and ERß expression (HR = 0.75, 95% CI = 0.50-1.13) were only marginally and not significantly associated with better OS. Subgroup analysis revealed that ER⺠expression determined using antibody clone 1D5 (HR = 0.75, 95% CI = 0.64-0.88) and ERß expression determined using ERß1-specific-antibody clone PPG5/10 or EMR02 (HR = 0.65, 95% CI = 0.50-0.86) were associated with significantly better OS, but ER expression determined using other antibodies was not. CONCLUSIONS: In conclusion, a higher ER⺠expression and ERß expression are significantly associated with a better survival of ovarian cancer patients, but the results from previous prognostic studies are significantly dependent on the choice of specific ER antibody clones used in immunohistochemistry analysis.
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Neoplasias Ovarianas , Receptores de Estrogênio , Carcinoma Epitelial do Ovário , Células Clonais/metabolismo , Receptor beta de Estrogênio/metabolismo , Estrogênios , Feminino , Humanos , Imuno-Histoquímica , PrognósticoRESUMO
BACKGROUND: The standard treatment of ovarian cancer is surgery followed by a chemotherapeutic combination consisting of a platinum agent, such as cisplatin and a taxane-like paclitaxel. We previously observed that patients with ovarian cancer wild-type for p53 had a poorer survival rate than did those with p53 mutations. Thus, a better understanding of the molecular changes of epithelial ovarian cancer cells with wild-type p53 in response to treatment with cisplatin could reveal novel mechanisms of chemoresistance. METHODS: Gene expression profiling was performed on an ovarian cancer cell line A2780 with wild-type p53 treated with cisplatin. A gene encoding a secretory protein growth differentiation factor 15 (GDF15) was identified to be highly induced by cisplatin treatment in vitro. This was further validated in a panel of wild-type and mutant p53 ovarian cancer cell lines, as well as in mouse orthotopic models. The mouse tumor tissues were further analyzed by histology and RNA-seq. RESULTS: GDF15 was identified as one of the highly induced genes by cisplatin or carboplatin in ovarian cancer cell lines with wild-type p53. The wild-type p53-induced expression of GDF15 and GDF15-confered chemotherapy resistance was further demonstrated in vitro and in vivo. This study also discovered that GDF15-knockdown (GDF15-KD) tumors had less stromal component and had different repertoires of activated and inhibited canonical pathways in the stromal cell and cancer cell components from that of the control tumors after cisplatin treatment. CONCLUSIONS: GDF15 expression from the wild-type p53 cancer cells can modulate the canonical pathways in the tumor microenvironment in response to cisplatin, which is a possible mechanism of chemoresistance.
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BACKGROUND: Mast cells are key immune effector cells which release chemokines, proteases, and other inflammatory mediators upon activation by immunological stimuli. The aim of this study was to investigate the effects of co-releasing proteases on the kinetics of release of the chemokine monocyte chemoattractant protein-1 (MCP-1) in immunoglobulin E (IgE)-mediated activation of human mast cells. METHODS: Homogenous populations of mature and functional primary human mast cells were generated from CD34+ progenitors originated from buffy coats of healthy adult donors. The releases of MCP-1 from human mast cells in basal conditions and in response to FcεRI cross-linking were assessed at different time points. The effects of different types of protease inhibitors on MCP-1 release from these mast cells under stimulated or unstimulated conditions were also investigated. RESULTS: Cultured human mast cells released MCP-1 in basal conditions and its levels increased in a time-dependent manner. When stimulated by FcεRI cross-linking, the levels of MCP-1 detected in the medium gradually decreased over time after the initial peak induction. Such a decline in MCP-1 levels after IgE-dependent activation was completely prevented by pretreatment with a cocktail of protease inhibitors or the specific tryptase inhibitor APC366. CONCLUSIONS: Direct regulation of MCP-1 expression by co-release of tryptase in cultured human mast cells upon IgE-dependent activation demonstrates a role of the serglycin:serine protease axis in modulation of inflammatory reactions through proteolytic degradation of mediators such as chemokines.
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Quimiocina CCL2/metabolismo , Imunoglobulina E/imunologia , Mastócitos/imunologia , Proteoglicanas/metabolismo , Serina Proteases/metabolismo , Triptases/metabolismo , Proteínas de Transporte Vesicular/metabolismo , Degranulação Celular/imunologia , Células Cultivadas , Liberação de Histamina/imunologia , Humanos , Mastócitos/fisiologia , Inibidores de Proteases/farmacologia , Receptores de IgE/imunologia , Receptores de IgE/metabolismo , Triptases/antagonistas & inibidoresRESUMO
Osteopontin (OPN) is an Arg-Gly-Asp (RGD)-containing extracellular matrix protein which is upregulated in inflamed tissues and has been reported to modulate mast cell activities in mice. Due to the known heterogeneity among mast cells of different species and the important roles of mast cells in allergic reactions, we investigated the effects of human OPN (hOPN) on human mast cell activities. Mature primary human cultured mast cells (HCMC) were derived from peripheral blood CD34+ progenitors and the modulation of their activation by soluble and plate-bound immobilized hOPN were examined by studying their release of inflammatory mediators (histamine, IL-5, IL-8, TNF-α, and VEGF) and matrix adhesion following stimulation by anti-IgE. Immobilized hOPN enhanced the adhesion, but suppressed the release of IL-5, IL-8, and TNF-α of anti-IgE-activated HCMC while soluble hOPN failed to demonstrate any significant effects. By employing cyclic RGD peptide and neutralizing antibodies against different classes of integrin and CD44, we demonstrated that the interaction of immobilized hOPN and HCMC was mediated by the RGD domain of hOPN and integrin but not CD44 on HCMC. Our results suggest that immobilized hOPN anchored to extracellular matrix can regulate adaptive immunity in humans by retaining mast cells at the site of inflammation and suppressing anti-IgE-induced cytokine release from HCMC.
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Anticorpos Anti-Idiotípicos/imunologia , Citocinas/biossíntese , Mastócitos/imunologia , Mastócitos/metabolismo , Osteopontina/metabolismo , Animais , Biomarcadores , Adesão Celular/imunologia , Células Cultivadas , Citocinas/genética , Expressão Gênica , Humanos , Mediadores da Inflamação/metabolismo , Integrinas/genética , Integrinas/metabolismo , Camundongos , Osteopontina/genéticaRESUMO
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OBJECTIVE: The aim of this study was to develop a novel protocol for generating large populations of fully mature and functional human mast cells (HMC) from CD34+ hematopoietic stem cells which require less culturing time than previously reported methods. METHODS: CD34+ cells isolated from fresh human buffy coats were sequentially cultured with different combinations of SCF, IL-6, IL-3, IL-9 and IL-4 under selected culturing conditions and time periods. Cells were then harvested for immunohistochemical characterization of morphological phenotypes and were functionally characterized by assessing their responses to IgE-dependent and -independent stimuli by measuring the release of inflammatory mediators and cytokines. Moreover, the pharmacological profiles of several classes of anti-inflammatory drugs in inhibiting the activation of these HMC were also characterized. RESULTS: We have developed a novel protocol that can generate large homogenous populations of mature and functional HMC in 6 weeks. These cells expressed both tryptase and chymase and were activated by anti-IgE, cationic peptides and calcium ionophores. Moreover, IgE-dependent activation of these cells was significantly inhibited by anti-inflammatory drugs. The morphological and functional characteristics of these mast cells resembled those of MCTC type or connective tissue-type HMC. DISCUSSION: Our protocol represents a novel time-saving and economical approach for generating large numbers of primary HMC for functional studies of mast cell biology and for profiling novel anti-inflammatory therapeutic agents with mast cell-inhibitory properties in humans.
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Buffy Coat/citologia , Técnicas de Cultura de Células , Mastócitos , Adulto , Anti-Inflamatórios/farmacologia , Anticorpos/farmacologia , Antígenos CD34 , Movimento Celular , Células Cultivadas , Quimases/metabolismo , Tecido Conjuntivo , Células-Tronco Hematopoéticas/citologia , Liberação de Histamina , Humanos , Imunoglobulina E/imunologia , Interleucina-8/metabolismo , Leucotrienos/metabolismo , Mastócitos/efeitos dos fármacos , Mastócitos/metabolismo , Mastócitos/fisiologia , Oxigênio , Prostaglandina D2/metabolismo , Triptases/metabolismo , Fator de Necrose Tumoral alfa/metabolismoRESUMO
Mast cells are pivotal in the pathogenesis of allergy and inflammation. In addition to the classical IgE-dependent mechanism involving crosslinking of the high-affinity receptor for IgE (FcεRI), mast cells are also activated by Toll-like receptors (TLRs) which are at the center of innate immunity. In this study, we demonstrated that the response of LAD2 cells (a human mast cell line) to anti-IgE was altered in the presence of the TLR2 agonists peptidoglycan (PGN) and tripalmitoyl-S-glycero-Cys-(Lys)4 (Pam3CSK4). Pretreatment of PGN and Pam3CSK4 inhibited anti-IgE induced calcium mobilization and degranulation without down-regulation of FcεRI expression. Pam3CSK4 but not PGN acted in synergy with anti-IgE for IL-8 release when the TLR2 agonist was added simultaneously with anti-IgE. Studies with inhibitors of key enzymes implicated in mast cell signaling revealed that the synergistic release of IL-8 induced by Pam3CSK4 and anti-IgE involved ERK and calcineurin signaling cascades. The differential modulations of anti-IgE induced mast cell activation by PGN and Pam3CSK4 suggest that dimerization of TLR2 with TLR1 or TLR6 produced different modulating actions on FcεRI mediated human mast cell activation.