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1.
Cell ; 184(21): 5338-5356.e21, 2021 10 14.
Artigo em Inglês | MEDLINE | ID: mdl-34624222

RESUMO

The tumor microenvironment (TME) influences cancer progression and therapy response. Therefore, understanding what regulates the TME immune compartment is vital. Here we show that microbiota signals program mononuclear phagocytes in the TME toward immunostimulatory monocytes and dendritic cells (DCs). Single-cell RNA sequencing revealed that absence of microbiota skews the TME toward pro-tumorigenic macrophages. Mechanistically, we show that microbiota-derived stimulator of interferon genes (STING) agonists induce type I interferon (IFN-I) production by intratumoral monocytes to regulate macrophage polarization and natural killer (NK) cell-DC crosstalk. Microbiota modulation with a high-fiber diet triggered the intratumoral IFN-I-NK cell-DC axis and improved the efficacy of immune checkpoint blockade (ICB). We validated our findings in individuals with melanoma treated with ICB and showed that the predicted intratumoral IFN-I and immune compositional differences between responder and non-responder individuals can be transferred by fecal microbiota transplantation. Our study uncovers a mechanistic link between the microbiota and the innate TME that can be harnessed to improve cancer therapies.


Assuntos
Interferon Tipo I/metabolismo , Proteínas de Membrana/metabolismo , Microbiota , Monócitos/metabolismo , Microambiente Tumoral , Akkermansia/efeitos dos fármacos , Akkermansia/fisiologia , Animais , Células Dendríticas/efeitos dos fármacos , Células Dendríticas/metabolismo , Fibras na Dieta/farmacologia , Fosfatos de Dinucleosídeos/administração & dosagem , Fosfatos de Dinucleosídeos/farmacologia , Humanos , Inibidores de Checkpoint Imunológico/farmacologia , Imunomodulação/efeitos dos fármacos , Células Matadoras Naturais/efeitos dos fármacos , Células Matadoras Naturais/metabolismo , Macrófagos/efeitos dos fármacos , Macrófagos/metabolismo , Melanoma/imunologia , Melanoma/patologia , Camundongos Endogâmicos BALB C , Camundongos Endogâmicos C57BL , Microbiota/efeitos dos fármacos , Monócitos/efeitos dos fármacos , Fagócitos/efeitos dos fármacos , Fagócitos/metabolismo , Transcrição Gênica/efeitos dos fármacos , Microambiente Tumoral/efeitos dos fármacos
2.
PLoS Genet ; 20(5): e1011236, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38722825

RESUMO

Patients with ER-negative breast cancer have the worst prognosis of all breast cancer subtypes, often experiencing rapid recurrence or progression to metastatic disease shortly after diagnosis. Given that metastasis is the primary cause of mortality in most solid tumors, understanding metastatic biology is crucial for effective intervention. Using a mouse systems genetics approach, we previously identified 12 genes associated with metastatic susceptibility. Here, we extend those studies to identify Resf1, a poorly characterized gene, as a novel metastasis susceptibility gene in ER- breast cancer. Resf1 is a large, unstructured protein with an evolutionarily conserved intron-exon structure, but with poor amino acid conservation. CRISPR or gene trap mouse models crossed to the Polyoma Middle-T antigen genetically engineered mouse model (MMTV-PyMT) demonstrated that reduction of Resf1 resulted in a significant increase in tumor growth, a shortened overall survival time, and increased incidence and number of lung metastases, consistent with patient data. Furthermore, an analysis of matched tail and primary tissues revealed loss of the wildtype copy in tumor tissue, consistent with Resf1 being a tumor suppressor. Mechanistic analysis revealed a potential role of Resf1 in transcriptional control through association with compound G4 quadruplexes in expressed sequences, particularly those associated with ribosomal biogenesis. These results suggest that loss of Resf1 enhances tumor progression in ER- breast cancer through multiple alterations in both transcriptional and translational control.


Assuntos
Proteínas Repressoras , Neoplasias de Mama Triplo Negativas , Animais , Feminino , Humanos , Camundongos , Linhagem Celular Tumoral , Quadruplex G , Regulação Neoplásica da Expressão Gênica , Genes Supressores de Tumor , Neoplasias Pulmonares/genética , Neoplasias Pulmonares/secundário , Neoplasias Pulmonares/patologia , Metástase Neoplásica , Neoplasias de Mama Triplo Negativas/genética , Neoplasias de Mama Triplo Negativas/patologia , Proteínas Repressoras/genética , Proteínas Repressoras/metabolismo
3.
PLoS Genet ; 17(5): e1009553, 2021 05.
Artigo em Inglês | MEDLINE | ID: mdl-33945523

RESUMO

The CBFB gene is frequently mutated in several types of solid tumors. Emerging evidence suggests that CBFB is a tumor suppressor in breast cancer. However, our understanding of the tumor suppressive function of CBFB remains incomplete. Here, we analyze genetic interactions between mutations of CBFB and other highly mutated genes in human breast cancer datasets and find that CBFB and TP53 mutations are mutually exclusive, suggesting a functional association between CBFB and p53. Integrated genomic studies reveal that TAp73 is a common transcriptional target of CBFB and p53. CBFB cooperates with p53 to maintain TAp73 expression, as either CBFB or p53 loss leads to TAp73 depletion. TAp73 re-expression abrogates the tumorigenic effect of CBFB deletion. Although TAp73 loss alone is insufficient for tumorigenesis, it enhances the tumorigenic effect of NOTCH3 overexpression, a downstream event of CBFB loss. Immunohistochemistry shows that p73 loss is coupled with higher proliferation in xenografts. Moreover, TAp73 loss-of-expression is a frequent event in human breast cancer tumors and cell lines. Together, our results significantly advance our understanding of the tumor suppressive functions of CBFB and reveal a mechanism underlying the communication between the two tumor suppressors CBFB and p53.


Assuntos
Neoplasias da Mama/genética , Neoplasias da Mama/patologia , Subunidade beta de Fator de Ligação ao Core/genética , Regulação Neoplásica da Expressão Gênica , Proteína Tumoral p73/genética , Proteína Supressora de Tumor p53/genética , Animais , Neoplasias da Mama/metabolismo , Linhagem Celular Tumoral , Proliferação de Células , Transformação Celular Neoplásica/genética , Subunidade alfa 2 de Fator de Ligação ao Core/metabolismo , Subunidade beta de Fator de Ligação ao Core/deficiência , Subunidade beta de Fator de Ligação ao Core/metabolismo , Feminino , Genes Supressores de Tumor , Humanos , Imuno-Histoquímica , Camundongos , Mutação , Receptor Notch3/genética , Receptor Notch3/metabolismo , Transcrição Gênica , Proteína Tumoral p73/deficiência , Proteína Tumoral p73/metabolismo , Proteína Supressora de Tumor p53/deficiência , Proteína Supressora de Tumor p53/metabolismo , Ensaios Antitumorais Modelo de Xenoenxerto
4.
J Biol Chem ; 298(9): 102275, 2022 09.
Artigo em Inglês | MEDLINE | ID: mdl-35863434

RESUMO

The chloride intracellular channel-4 (CLIC4) is one of the six highly conserved proteins in the CLIC family that share high structural homology with GST-omega in the GST superfamily. While CLIC4 is a multifunctional protein that resides in multiple cellular compartments, the discovery of its enzymatic glutaredoxin-like activity in vitro suggested that it could function as an antioxidant. Here, we found that deleting CLIC4 from murine 6DT1 breast tumor cells using CRISPR enhanced the accumulation of reactive oxygen species (ROS) and sensitized cells to apoptosis in response to H2O2 as a ROS-inducing agent. In intact cells, H2O2 increased the expression of both CLIC4 mRNA and protein. In addition, increased superoxide production in 6DT1 cells lacking CLIC4 was associated with mitochondrial hyperactivity including increased mitochondrial membrane potential and mitochondrial organelle enlargement. In the absence of CLIC4, however, H2O2-induced apoptosis was associated with low expression and degradation of the antiapoptotic mitochondrial protein Bcl2 and the negative regulator of mitochondrial ROS, UCP2. Furthermore, transcriptomic profiling of H2O2-treated control and CLIC4-null cells revealed upregulation of genes associated with ROS-induced apoptosis and downregulation of genes that sustain mitochondrial functions. Accordingly, tumors that formed from transplantation of CLIC4-deficient 6DT1 cells were highly necrotic. These results highlight a critical role for CLIC4 in maintaining redox-homeostasis and mitochondrial functions in 6DT1 cells. Our findings also raise the possibility of targeting CLIC4 to increase cancer cell sensitivity to chemotherapeutic drugs that are based on elevating ROS in cancer cells.


Assuntos
Apoptose , Neoplasias da Mama , Canais de Cloreto , Glutarredoxinas , Peróxido de Hidrogênio , Mitocôndrias , Proteínas Mitocondriais , Animais , Apoptose/efeitos dos fármacos , Apoptose/genética , Neoplasias da Mama/genética , Neoplasias da Mama/metabolismo , Neoplasias da Mama/patologia , Linhagem Celular Tumoral , Canais de Cloreto/genética , Canais de Cloreto/metabolismo , Feminino , Deleção de Genes , Glutarredoxinas/metabolismo , Peróxido de Hidrogênio/metabolismo , Peróxido de Hidrogênio/farmacologia , Camundongos , Mitocôndrias/metabolismo , Proteínas Mitocondriais/genética , Proteínas Mitocondriais/metabolismo , Necrose , Proteínas Proto-Oncogênicas c-bcl-2/metabolismo , RNA Mensageiro/metabolismo , Superóxidos/metabolismo
5.
EMBO Rep ; 22(6): e52122, 2021 06 04.
Artigo em Inglês | MEDLINE | ID: mdl-33950553

RESUMO

Metabolic regulation is critical for the maintenance of pluripotency and the survival of embryonic stem cells (ESCs). The transcription factor Tfcp2l1 has emerged as a key factor for the naïve pluripotency of ESCs. Here, we report an unexpected role of Tfcp2l1 in metabolic regulation in ESCs-promoting the survival of ESCs through regulating fatty acid oxidation (FAO) under metabolic stress. Tfcp2l1 directly activates many metabolic genes in ESCs. Deletion of Tfcp2l1 leads to an FAO defect associated with upregulation of glucose uptake, the TCA cycle, and glutamine catabolism. Mechanistically, Tfcp2l1 activates FAO by inducing Cpt1a, a rate-limiting enzyme transporting free fatty acids into the mitochondria. ESCs with defective FAO are sensitive to cell death induced by glycolysis inhibition and glutamine deprivation. Moreover, the Tfcp2l1-Cpt1a-FAO axis promotes the survival of quiescent ESCs and diapause-like blastocysts induced by mTOR inhibition. Thus, our results reveal how ESCs orchestrate pluripotent and metabolic programs to ensure their survival in response to metabolic stress.


Assuntos
Células-Tronco Embrionárias , Metabolismo dos Lipídeos , Ácidos Graxos , Oxirredução , Estresse Fisiológico
6.
PLoS Genet ; 16(5): e1008743, 2020 05.
Artigo em Inglês | MEDLINE | ID: mdl-32463822

RESUMO

Metastasis remains the principle cause of mortality for breast cancer and presents a critical challenge because secondary lesions are often refractory to conventional treatments. While specific genetic alterations are tightly linked to primary tumor development and progression, the role of genetic alteration in the metastatic process is not well-understood. The theory of tumor evolution postulated by Peter Nowell in 1976 has yet to be proven in the context of metastasis. Therefore, in order to investigate how somatic evolution contributes to breast cancer metastasis, we performed exome, whole genome, and RNA sequencing of matched metastatic and primary tumors from pre-clinical mouse models of breast cancer. Here we show that in a treatment-naïve setting, recurrent single nucleotide variants and copy number variation, but not gene fusion events, play key metastasis-driving roles in breast cancer. For instance, we identified recurrent mutations in Kras, a known driver of colorectal and lung tumorigenesis that has not been previously implicated in breast cancer metastasis. However, in a set of in vivo proof-of-concept experiments we show that the Kras G12D mutation is sufficient to significantly promote metastasis using three syngeneic allograft models. The work herein confirms the existence of metastasis-driving mutations and presents a novel framework to identify actionable metastasis-targeted therapies.


Assuntos
Neoplasias da Mama/genética , Neoplasias da Mama/patologia , Genômica/métodos , Mutação , Animais , Células Cultivadas , Evolução Clonal/genética , Análise Mutacional de DNA/métodos , Modelos Animais de Doenças , Progressão da Doença , Feminino , Células HEK293 , Xenoenxertos , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Masculino , Camundongos , Camundongos Endogâmicos BALB C , Camundongos Endogâmicos C57BL , Camundongos Nus , Camundongos Transgênicos , Modelos Biológicos , Metástase Neoplásica , Sequenciamento do Exoma
7.
Neurosurg Focus ; 54(2): E7, 2023 02.
Artigo em Inglês | MEDLINE | ID: mdl-36724524

RESUMO

OBJECTIVE: Despite its relatively low prevalence, schizophrenia has a high burden of illness due to its lifelong effects and the fact that it is often refractory to psychotropic treatment. This review investigated how neurosurgical interventions, primarily neuromodulation through deep brain stimulation (DBS), can mitigate treatment-refractory schizophrenia. Pathophysiological data and ongoing clinical trials were reviewed to suggest which targets hold promise for neurosurgical efficacy. METHODS: A systematic review of the literature was conducted via an electronic search of the PubMed, Scopus, and Web of Science databases. Included papers were human or animal studies of neurosurgical interventions for schizophrenia conducted between 2012 and 2022. An electronic search of ClinicalTrials.gov and the International Clinical Trials Registry Platform was conducted to find ongoing clinical trials. The ROBINS-I (Risk of Bias in Nonrandomized Studies of Interventions) assessment tool was used to evaluate risk of bias in the study. RESULTS: Eight human and 2 rat studies were included in the review. Of the human studies, 5 used DBS targeting the nucleus accumbens, subgenual anterior cingulate cortex, habenula, and substantial nigra pars reticulata. The remaining 3 human studies reported the results of subcaudate tractotomies and anterior capsulotomies. The rat studies investigated DBS of the nucleus accumbens and medial prefrontal cortex. Overall, human studies demonstrated long-term reduction in Positive and Negative Syndrome Scale scores in many participants, with a low incidence of surgical and psychological side effects. The rat studies demonstrated improved prepulse and latent inhibition in the targeted areas after DBS. CONCLUSIONS: As identified in this review, recent studies have investigated the potential effects of therapeutic DBS for schizophrenia, with varying results. DBS targets that have been explored include the hippocampus, subgenual anterior cingulate cortex, habenula, substantia nigra pars reticulata, and medial prefrontal cortex. In addition to DBS, other neuromodulatory techniques such as neuroablation have been studied. Current evidence suggests that neuroablation in the subcaudate tract and anterior capsulotomy may be beneficial for some patients. The authors recommend further exploration of neuromodulation for treatment-refractory schizophrenia, under the condition that rigorous standards be upheld when considering surgical candidacy for these treatments, given that their safety and efficacy remain to be determined.


Assuntos
Estimulação Encefálica Profunda , Neurocirurgia , Psicocirurgia , Esquizofrenia , Humanos , Ratos , Animais , Esquizofrenia/cirurgia , Procedimentos Neurocirúrgicos , Núcleo Accumbens , Estimulação Encefálica Profunda/métodos
8.
Am J Otolaryngol ; 44(4): 103920, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37207575

RESUMO

INTRODUCTION: Auditory Neuropathy Spectrum Disorder (ANSD) accounts for 10 % to 15 % of pediatric hearing loss. In most cases, otoacoustic emissions (OAE) are present as the outer hair cell function is normal, and the auditory brainstem response (ABR) is abnormal. Newborn hearing screen (NBHS) is completed using OAE or ABR depending on the institution. Because OAEs are often present in ANSD, NBHS done solely with OAE can miss and delay diagnosis of patients with ANSD. OBJECTIVES: To assess whether NBHS methodology impacts the age of diagnosis of ANSD. METHODS: This is a retrospective study of patients, 0-18 years of age, diagnosed with ANSD at two tertiary pediatric hospitals from 1/01/2010 to 12/31/2018 after referral from NBHS performed in the community. Data recorded included patient demographics, method of NBHS, NICU stay, and age at ANSD diagnosis. RESULTS: 264 patients were diagnosed with ANSD. Of those, 123 (46.6 %) were female, and 141 (53.4 %) were male. Ninety-seven (36.8 %) were admitted to NICU and the mean stay was 6.98 weeks (STD = 10.7; CI = 4.8-9.1). The majority (244, 92.4 %) of patients had NBHS with ABR, and 20 (7.5 %) had NBHS with OAE. Patients screened with ABR were diagnosed with ANSD earlier than those who screened with OAE, with a mean age of 14.1 versus 27.3 weeks (p = 0.0397, CI = 15.2-39.3). Among those screened with ABR, median age at diagnosis was 4 months for NICU infants and 2.5 months for infants with no history of NICU stay over 5 days. In comparison, median diagnosis age was 8 months for non-NICU infants screened with OAEs. CONCLUSION: Patients with ANSD who had NBHS with ABR were diagnosed earlier than those with OAE. Our data suggest that universal screening with ABR may facilitate earlier diagnosis of ANSD and earlier evaluation for aural rehabilitation, especially in high-risk cohorts such as NICU patients. Further research is needed into factors that contribute to earlier diagnosis among patients screened with ABR.


Assuntos
Perda Auditiva Central , Perda Auditiva , Recém-Nascido , Lactente , Humanos , Masculino , Criança , Feminino , Adolescente , Estudos Retrospectivos , Perda Auditiva Central/diagnóstico , Perda Auditiva/diagnóstico , Potenciais Evocados Auditivos do Tronco Encefálico , Emissões Otoacústicas Espontâneas/fisiologia , Triagem Neonatal/métodos
9.
BMC Immunol ; 23(1): 5, 2022 02 11.
Artigo em Inglês | MEDLINE | ID: mdl-35148673

RESUMO

BACKGROUND: Determining T cell responses to naturally processed and presented antigens is a critical immune correlate to determine efficacy of an investigational immunotherapeutic in clinical trials. In most cases, minimal epitopes and HLA restriction elements are unknown. RESULTS: Here, we detail the experimental use of ex vivo expanded autologous B cells as antigen presenting cells to overcome the limitation of unknown HLA restriction, and the use of electroporated full length mRNA encoding full length parental proteins to ensure that any observed T cell responses are specific for antigens that are naturally processed and presented. CONCLUSIONS: This technique can serve as useful experimental approach to determine the induction or enhancement of specific responses to naturally processed and presented antigens on HLA class I molecules in peripheral blood or tumor infiltrating T cells.


Assuntos
Apresentação de Antígeno , Células Apresentadoras de Antígenos , Antígenos de Neoplasias , Linfócitos B , Epitopos , Epitopos de Linfócito T , Linfócitos T
10.
PLoS Genet ; 15(5): e1008020, 2019 05.
Artigo em Inglês | MEDLINE | ID: mdl-31125342

RESUMO

Breast cancer is the second leading cause of cancer-related deaths in the United States, with the majority of these deaths due to metastatic lesions rather than the primary tumor. Thus, a better understanding of the etiology of metastatic disease is crucial for improving survival. Using a haplotype mapping strategy in mouse and shRNA-mediated gene knockdown, we identified Rnaseh2c, a scaffolding protein of the heterotrimeric RNase H2 endoribonuclease complex, as a novel metastasis susceptibility factor. We found that the role of Rnaseh2c in metastatic disease is independent of RNase H2 enzymatic activity, and immunophenotyping and RNA-sequencing analysis revealed engagement of the T cell-mediated adaptive immune response. Furthermore, the cGAS-Sting pathway was not activated in the metastatic cancer cells used in this study, suggesting that the mechanism of immune response in breast cancer is different from the mechanism proposed for Aicardi-Goutières Syndrome, a rare interferonopathy caused by RNase H2 mutation. These results suggest an important novel, non-enzymatic role for RNASEH2C during breast cancer progression and add Rnaseh2c to a panel of genes we have identified that together could determine patients with high risk for metastasis. These results also highlight a potential new target for combination with immunotherapies and may contribute to a better understanding of the etiology of Aicardi-Goutières Syndrome autoimmunity.


Assuntos
Imunidade Adaptativa , Doenças Autoimunes do Sistema Nervoso/genética , Neoplasias da Mama/genética , Regulação Neoplásica da Expressão Gênica , Neoplasias Pulmonares/genética , Proteínas de Neoplasias/genética , Malformações do Sistema Nervoso/genética , Ribonuclease H/genética , Animais , Doenças Autoimunes do Sistema Nervoso/imunologia , Doenças Autoimunes do Sistema Nervoso/mortalidade , Doenças Autoimunes do Sistema Nervoso/patologia , Neoplasias da Mama/imunologia , Neoplasias da Mama/mortalidade , Neoplasias da Mama/patologia , Linhagem Celular Tumoral , Proliferação de Células , Modelos Animais de Doenças , Feminino , Predisposição Genética para Doença , Humanos , Neoplasias Pulmonares/imunologia , Neoplasias Pulmonares/mortalidade , Neoplasias Pulmonares/secundário , Metástase Linfática , Camundongos , Camundongos Nus , Mutação , Proteínas de Neoplasias/antagonistas & inibidores , Proteínas de Neoplasias/imunologia , Malformações do Sistema Nervoso/imunologia , Malformações do Sistema Nervoso/mortalidade , Malformações do Sistema Nervoso/patologia , RNA Interferente Pequeno/genética , RNA Interferente Pequeno/imunologia , Ribonuclease H/antagonistas & inibidores , Ribonuclease H/imunologia , Análise de Sequência de RNA , Transdução de Sinais , Análise de Sobrevida , Linfócitos T/imunologia , Linfócitos T/patologia
11.
Mol Carcinog ; 60(12): 799-812, 2021 12.
Artigo em Inglês | MEDLINE | ID: mdl-34534377

RESUMO

Cellular senescence is a well-documented response to oncogene activation in many tissues. Multiple pathways are invoked to achieve senescence indicating its importance to counteract the transforming activities of oncogenic stimulation. We now report that the Rho-associated protein kinase (ROCK) signaling pathway is a critical regulator of oncogene-induced senescence in skin carcinogenesis. Transformation of mouse keratinocytes with oncogenic RAS upregulates ROCK activity and initiates a senescence response characterized by cell enlargement, growth inhibition, upregulation of senescence associated ß-galactosidase (SAßgal) expression, and release of multiple pro-inflammatory factors comprising the senescence-associated secretory phenotype (SASP). The addition of the ROCK inhibitor Y-27632 and others prevents these senescence responses and maintains proliferating confluent RAS transformed keratinocyte cultures indefinitely. Mechanistically, oncogenic RAS transformation is associated with upregulation of cell cycle inhibitors p15Ink4b , p16Ink4a , and p19Arf and downregulation of p-AKT, all of which are reversed by Y-27632. RNA-seq analysis of Y-27632 treated RAS-transformed keratinocytes indicated that the inhibitor reduced growth-inhibitory gene expression profiles and maintained expression of proliferative pathways. Y-27632 also reduced the expression of NF-κB effector genes and the expression of IκBζ downstream mediators. The senescence inhibition from Y-27632 was reversible, and upon its removal, senescence reoccurred in vitro with rapid upregulation of cell cycle inhibitors, SASP expression, and cell detachment. Y-27632 treated cultured RAS-keratinocytes formed tumors in the absence of the inhibitor when placed in skin orthografts suggesting that factors in the tumor microenvironment can overcome the drive to senescence imparted by overactive ROCK activity.


Assuntos
Amidas/administração & dosagem , Transformação Celular Neoplásica/efeitos dos fármacos , Queratinócitos/citologia , Piridinas/administração & dosagem , Neoplasias Cutâneas/patologia , Proteínas ras/genética , Quinases Associadas a rho/metabolismo , Amidas/farmacologia , Animais , Diferenciação Celular/efeitos dos fármacos , Proliferação de Células/efeitos dos fármacos , Transformação Celular Neoplásica/genética , Transformação Celular Neoplásica/metabolismo , Células Cultivadas , Senescência Celular/efeitos dos fármacos , Humanos , Queratinócitos/efeitos dos fármacos , Queratinócitos/metabolismo , Queratinócitos/transplante , Camundongos , Piridinas/farmacologia , Análise de Sequência de RNA , Transdução de Sinais , Neoplasias Cutâneas/tratamento farmacológico , Neoplasias Cutâneas/genética , Neoplasias Cutâneas/metabolismo
12.
Bioinformatics ; 36(Suppl_1): i169-i176, 2020 07 01.
Artigo em Inglês | MEDLINE | ID: mdl-32657358

RESUMO

MOTIVATION: Recent advances in single-cell sequencing (SCS) offer an unprecedented insight into tumor emergence and evolution. Principled approaches to tumor phylogeny reconstruction via SCS data are typically based on general computational methods for solving an integer linear program, or a constraint satisfaction program, which, although guaranteeing convergence to the most likely solution, are very slow. Others based on Monte Carlo Markov Chain or alternative heuristics not only offer no such guarantee, but also are not faster in practice. As a result, novel methods that can scale up to handle the size and noise characteristics of emerging SCS data are highly desirable to fully utilize this technology. RESULTS: We introduce PhISCS-BnB (phylogeny inference using SCS via branch and bound), a branch and bound algorithm to compute the most likely perfect phylogeny on an input genotype matrix extracted from an SCS dataset. PhISCS-BnB not only offers an optimality guarantee, but is also 10-100 times faster than the best available methods on simulated tumor SCS data. We also applied PhISCS-BnB on a recently published large melanoma dataset derived from the sublineages of a cell line involving 20 clones with 2367 mutations, which returned the optimal tumor phylogeny in <4 h. The resulting phylogeny agrees with and extends the published results by providing a more detailed picture on the clonal evolution of the tumor. AVAILABILITY AND IMPLEMENTATION: https://github.com/algo-cancer/PhISCS-BnB. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Assuntos
Algoritmos , Neoplasias , Humanos , Cadeias de Markov , Neoplasias/genética , Filogenia , Análise de Sequência , Software
13.
Am J Otolaryngol ; 42(5): 103057, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33892226

RESUMO

OBJECTIVE: The objective of this study is to evaluate the audiologic outcomes with hearing aids in pediatric patients with auditory neuropathy spectrum disorder (ANSD) using the Infant Toddler-Meaningful Auditory Integration Scale (IT-MAIS), and the Ling 6 Sound Test (Ling 6). STUDY DESIGN: Case series. SETTING: Single tertiary care academic medical center. SUBJECTS AND METHODS: All pediatric patients with a confirmed diagnosis of ANSD on Auditory Brainstem Response (ABR) testing who presented to a single tertiary medical center between September 2008 and September 2018 were included. Only patients that underwent Infant Toddler-Meaningful Auditory Integration Scale (IT-MAIS) and/or Ling 6 Sound Test (Ling 6) were included in the study. Audiologic testing performed after cochlear implantation was excluded. RESULTS: 60 pediatric patients with ANSD were analyzed. There were 10 patients included in the study with documented hearing aid use who underwent IT-MAIS and/or Ling 6 testing. Average IT-MAIS score improved by 20.4% after initial or extended trial of amplification. Similarly, average Ling 6 score improved from 3.6 to 4.8 after initial or extended trial of amplification. The four patients who did not receive amplification had higher average IT-MAIS and Ling 6 scores. CONCLUSION: In most children with ANSD, IT-MAIS and Ling 6 Sound Test scores improved with initial hearing aid use and over time with extended hearing aid use. Long-term prospective, multi-institutional studies are needed to determine the impact of the natural history of ANSD, comorbidities, and socioeconomic variables on auditory function testing results in children with ANSD using hearing aids.


Assuntos
Audiometria/métodos , Potenciais Evocados Auditivos do Tronco Encefálico , Auxiliares de Audição , Perda Auditiva Central/diagnóstico , Perda Auditiva Central/fisiopatologia , Adolescente , Fatores Etários , Criança , Pré-Escolar , Feminino , Humanos , Lactente , Recém-Nascido , Masculino
14.
Breast Cancer Res Treat ; 184(3): 689-698, 2020 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-32880016

RESUMO

PURPOSE: Molecular similarities have been reported between basal-like breast cancer (BLBC) and high-grade serous ovarian cancer (HGSOC). To date, there have been no prognostic biomarkers that can provide risk stratification and inform treatment decisions for both BLBC and HGSOC. In this study, we developed a molecular signature for risk stratification in BLBC and further validated this signature in HGSOC. METHODS: RNA-seq data was downloaded from The Cancer Genome Atlas (TCGA) project for 190 BLBC and 314 HGSOC patients. Analyses of differentially expressed genes between recurrent vs. non-recurrent cases were performed using different bioinformatics methods. Gene Signature was established using weighted linear combination of gene expression levels. Their prognostic performance was evaluated using survival analysis based on progression-free interval (PFI) and disease-free interval (DFI). RESULTS: 63 genes were differentially expressed between 18 recurrent and 40 non-recurrent BLBC patients by two different methods. The recurrence index (RI) calculated from this 63-gene signature significantly stratified BLBC patients into two risk groups with 38 and 152 patients in the low-risk (RI-Low) and high-risk (RI-High) groups, respectively (p = 0.0004 and 0.0023 for PFI and DFI, respectively). Similar performance was obtained in the HGSOC cohort (p = 0.0131 and 0.004 for PFI and DFI, respectively). Multivariate Cox regression adjusting for age, grade, and stage showed that the 63-gene signature remained statistically significant in stratifying HGSOC patients (p = 0.0005). CONCLUSION: A gene signature was identified to predict recurrence in BLBC and HGSOC patients. With further validation, this signature may provide an additional prognostic tool for clinicians to better manage BLBC, many of which are triple-negative and HGSOC patients who are currently difficult to treat.


Assuntos
Neoplasias da Mama , Cistadenocarcinoma Seroso , Neoplasias Ovarianas , Biomarcadores Tumorais/genética , Neoplasias da Mama/genética , Cistadenocarcinoma Seroso/genética , Feminino , Humanos , Recidiva Local de Neoplasia/genética , Neoplasias Ovarianas/genética , Prognóstico
15.
BMC Cancer ; 20(1): 388, 2020 May 06.
Artigo em Inglês | MEDLINE | ID: mdl-32375686

RESUMO

BACKGROUND: Esophageal squamous cell carcinoma (ESCC) is a leading cause of cancer death worldwide and in China. We know miRNAs influence gene expression in tumorigenesis, but it is unclear how miRNAs affect gene expression or influence survival at the genome-wide level in ESCC. METHODS: We performed miRNA and mRNA expression arrays in 113 ESCC cases with tumor/normal matched tissues to identify dysregulated miRNAs, to correlate miRNA and mRNA expressions, and to relate miRNA and mRNA expression changes to survival and clinical characteristics. RESULTS: Thirty-nine miRNAs were identified whose tumor/normal tissue expression ratios showed dysregulation (28 down- and 11 up-regulated by at least two-fold with P < 1.92E-04), including several not previously reported in ESCC (miR-885-5p, miR-140-3p, miR-708, miR-639, miR-596). Expressions of 16 miRNAs were highly correlated with expressions of 195 genes (P < 8.42E-09; absolute rho values 0.51-0.64). Increased expressions of miRNA in tumor tissue for both miR-30e* and miR-124 were associated with increased survival (P < 0.05). Similarly, nine probes in eight of 818 dysregulated genes had RNA expression levels that were nominally associated with survival, including NF1, ASXL1, HSPA4, TGOLN2, BAIAP2, EZH2, CHAF1A, SUPT7L. CONCLUSIONS: Our characterization and integrated analysis of genome-wide miRNA and gene expression in ESCC provides insights into the expression of miRNAs and their relation to regulation of RNA targets in ESCC tumorigenesis, and suggest opportunities for the future development of miRs and mRNAs as biomarkers for early detection, diagnosis, and prognosis in ESCC.


Assuntos
Biomarcadores Tumorais/metabolismo , Neoplasias Esofágicas/patologia , Carcinoma de Células Escamosas do Esôfago/patologia , Regulação Neoplásica da Expressão Gênica , Genoma Humano , MicroRNAs/genética , RNA Mensageiro/metabolismo , Adulto , Idoso , Biomarcadores Tumorais/genética , Estudos de Casos e Controles , Neoplasias Esofágicas/genética , Neoplasias Esofágicas/metabolismo , Neoplasias Esofágicas/cirurgia , Carcinoma de Células Escamosas do Esôfago/genética , Carcinoma de Células Escamosas do Esôfago/metabolismo , Carcinoma de Células Escamosas do Esôfago/cirurgia , Feminino , Seguimentos , Perfilação da Expressão Gênica , Humanos , Masculino , MicroRNAs/metabolismo , Pessoa de Meia-Idade , Prognóstico , RNA Mensageiro/genética , Taxa de Sobrevida
16.
J Neuroophthalmol ; 40(3): 417-419, 2020 09.
Artigo em Inglês | MEDLINE | ID: mdl-31972712

RESUMO

Postoperative hemorrhages are relatively common complications of surgical procedures including craniotomies, and these typically occur at or near the operative site. Bleeding in remote areas (e.g., posterior fossa) after supratentorial craniotomy can occur and may be associated with a high morbidity and mortality. Although remote cerebellar hemorrhage after craniotomy is well described, remote pontine hemorrhage is less common. We describe a bilateral internuclear ophthalmoplegia due to an RPH after otherwise uncomplicated resection of a frontal meningioma. Clinicians should be aware that neuro-ophthalmic findings can occur from hemorrhages remote from the operative site.


Assuntos
Hemorragia Cerebral/complicações , Craniotomia/efeitos adversos , Neoplasias Meníngeas/cirurgia , Meningioma/cirurgia , Oftalmoplegia/etiologia , Hemorragia Pós-Operatória/complicações , Encéfalo/diagnóstico por imagem , Hemorragia Cerebral/diagnóstico , Feminino , Lobo Frontal , Humanos , Imageamento por Ressonância Magnética/métodos , Neoplasias Meníngeas/diagnóstico , Meningioma/diagnóstico , Pessoa de Meia-Idade , Oftalmoplegia/diagnóstico , Hemorragia Pós-Operatória/diagnóstico , Tomografia Computadorizada por Raios X
17.
Genes Chromosomes Cancer ; 58(11): 783-797, 2019 11.
Artigo em Inglês | MEDLINE | ID: mdl-31334584

RESUMO

Aberrant methylation of DNA is supposed to be a major and early driver of colonic adenoma development, which may result in colorectal cancer (CRC). Although gene methylation assays are used already for CRC screening, differential epigenetic alterations of recurring and nonrecurring colorectal adenomas have yet not been systematically investigated. Here, we collected a sample set of formalin-fixed paraffin-embedded colorectal low-grade adenomas (n = 72) consisting of primary adenomas without and with recurrence (n = 59), recurrent adenomas (n = 10), and normal mucosa specimens (n = 3). We aimed to unveil differentially methylated CpG positions (DMPs) across the methylome comparing not only primary adenomas without recurrence vs primary adenomas with recurrence but also primary adenomas vs recurrent adenomas using the Illumina Human Methylation 450K BeadChip array. Unsupervised hierarchical clustering exhibited a significant association of methylation patterns with histological adenoma subtypes. No significant DMPs were identified comparing primary adenomas with and without recurrence. Despite that, a total of 5094 DMPs (false discovery rate <0.05; fold change >10%) were identified in the comparisons of recurrent adenomas vs primary adenomas with recurrence (674; 98% hypermethylated), recurrent adenomas vs primary adenomas with and without recurrence (241; 99% hypermethylated) and colorectal adenomas vs normal mucosa (4179; 46% hypermethylated). DMPs in cytosine-phosphate-guanine (CpG) islands were frequently hypermethylated, whereas open sea- and shelf-regions exhibited hypomethylation. Gene ontology analysis revealed enrichment of genes associated with the immune system, inflammatory processes, and cancer pathways. In conclusion, our methylation data could assist in establishing a more robust and reproducible histological adenoma classification, which is a prerequisite for improving surveillance guidelines.


Assuntos
Neoplasias Colorretais/genética , Ilhas de CpG/genética , Epigênese Genética/genética , Adenoma/genética , Idoso , Biomarcadores Tumorais/genética , Citosina , Metilação de DNA/genética , Detecção Precoce de Câncer/métodos , Epigenômica , Feminino , Regulação Neoplásica da Expressão Gênica/genética , Genoma Humano , Guanina , Técnicas Histológicas/métodos , Humanos , Masculino , Pessoa de Meia-Idade , Recidiva Local de Neoplasia/genética , Fosfatos , Regiões Promotoras Genéticas/genética
18.
PLoS Genet ; 12(1): e1005820, 2016 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-26807845

RESUMO

Accumulating evidence supports the role of an aberrant transcriptome as a driver of metastatic potential. Deadenylation is a general regulatory node for post-transcriptional control by microRNAs and other determinants of RNA stability. Previously, we demonstrated that the CCR4-NOT scaffold component Cnot2 is an inherited metastasis susceptibility gene. In this study, using orthotopic metastasis assays and genetically engineered mouse models, we show that one of the enzymatic subunits of the CCR4-NOT complex, Cnot7, is also a metastasis modifying gene. We demonstrate that higher expression of Cnot7 drives tumor cell autonomous metastatic potential, which requires its deadenylase activity. Furthermore, metastasis promotion by CNOT7 is dependent on interaction with CNOT1 and TOB1. CNOT7 ribonucleoprotein-immunoprecipitation (RIP) and integrated transcriptome wide analyses reveal that CNOT7-regulated transcripts are enriched for a tripartite 3'UTR motif bound by RNA-binding proteins known to complex with CNOT7, TOB1, and CNOT1. Collectively, our data support a model of CNOT7, TOB1, CNOT1, and RNA-binding proteins collectively exerting post-transcriptional control on a metastasis suppressive transcriptional program to drive tumor cell metastasis.


Assuntos
Neoplasias da Mama/genética , Neoplasias Mamárias Animais/genética , Receptores CCR4/genética , Fatores de Transcrição/genética , Transcriptoma/genética , Animais , Neoplasias da Mama/patologia , Exorribonucleases , Feminino , Regulação da Expressão Gênica , Regulação Neoplásica da Expressão Gênica , Humanos , Neoplasias Mamárias Animais/patologia , Camundongos , Metástase Neoplásica , Estabilidade de RNA/genética , Proteínas Repressoras
19.
PLoS Genet ; 12(4): e1005989, 2016 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-27074153

RESUMO

Metastasis remains the primary cause of patient morbidity and mortality in solid tumors and is due to the action of a large number of tumor-autonomous and non-autonomous factors. Here we report the results of a genome-wide integrated strategy to identify novel metastasis susceptibility candidate genes and molecular pathways in breast cancer metastasis. This analysis implicates a number of transcriptional regulators and suggests cell-mediated immunity is an important determinant. Moreover, the analysis identified novel or FDA-approved drugs as potentially useful for anti-metastatic therapy. Further explorations implementing this strategy may therefore provide a variety of information for clinical applications in the control and treatment of advanced neoplastic disease.


Assuntos
Predisposição Genética para Doença , Neoplasias Pulmonares/secundário , Neoplasias Mamárias Animais/genética , Animais , Moléculas de Adesão Celular/genética , Linhagem Celular Tumoral , Feminino , Perfilação da Expressão Gênica , Regulação Neoplásica da Expressão Gênica , Estudo de Associação Genômica Ampla , Fatores de Transcrição Kruppel-Like/biossíntese , Fatores de Transcrição Kruppel-Like/genética , Neoplasias Mamárias Animais/diagnóstico , Neoplasias Mamárias Animais/patologia , Camundongos , Camundongos Endogâmicos NZB , Camundongos Transgênicos , Nectinas , Proteína com Dedos de Zinco da Leucemia Promielocítica , Interferência de RNA , RNA Interferente Pequeno/genética , Rosiglitazona , Tiazolidinedionas/farmacologia
20.
Breast Cancer Res Treat ; 157(1): 13-22, 2016 05.
Artigo em Inglês | MEDLINE | ID: mdl-27107568

RESUMO

This review summarizes methods related to the study of human breastmilk in etiologic and biomarkers research. Despite the importance of reproductive factors in breast carcinogenesis, factors that act early in life are difficult to study because young women rarely require breast imaging or biopsy, and analysis of critical circulating factors (e.g., hormones) is often complicated by the requirement to accurately account for menstrual cycle date. Accordingly, novel approaches are needed to understand how events such as pregnancy, breastfeeding, weaning, and post-weaning breast remodeling influence breast cancer risk. Analysis of breastmilk offers opportunities to understand mechanisms related to carcinogenesis in the breast, and to identify risk markers that may inform efforts to identify high-risk women early in the carcinogenic process. In addition, analysis of breastmilk could have value in early detection or diagnosis of breast cancer. In this article, we describe the potential for using breastmilk to characterize the microenvironment of the lactating breast with the goal of advancing research on risk assessment, prevention, and detection of breast cancer.


Assuntos
Neoplasias da Mama/diagnóstico , Detecção Precoce de Câncer/métodos , Leite Humano/química , Aleitamento Materno , Neoplasias da Mama/etiologia , Feminino , Humanos , Lactação , Gravidez , Fatores de Risco , Manejo de Espécimes , Desmame
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