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1.
Cancer Res Commun ; 2(7): 679-693, 2022 07.
Artigo em Inglês | MEDLINE | ID: mdl-36381235

RESUMO

Patients with radioresistant breast cancers, including a large percentage of women with triple negative breast cancer (TNBC), demonstrate limited response to radiation (RT) and increased locoregional recurrence; thus, strategies to increase the efficacy of RT in TNBC are critically needed. We demonstrate that pan Bcl-2 family inhibition (ABT-263, rER: 1.52-1.56) or Bcl-xL specific inhibition (WEHI-539, A-1331852; rER: 1.31-2.00) radiosensitized wild-type PIK3CA/PTEN TNBC (MDA-MB-231, CAL-120) but failed to radiosensitize mutant PIK3CA/PTEN TNBC (rER: 0.90 - 1.07; MDA-MB-468, CAL-51, SUM-159). Specific inhibition of Bcl-2 or Mcl-1 did not induce radiosensitization, regardless of PIK3CA/PTEN status (rER: 0.95 - 1.07). In wild-type PIK3CA/PTEN TNBC, pan Bcl-2 family inhibition or Bcl-xL specific inhibition with RT led to increased levels of apoptosis (p < 0.001) and an increase in cleaved PARP and cleaved caspase 3. CRISPR-mediated PTEN knockout in wild-type PIK3CA/PTEN MDA-MB-231 and CAL-120 cells induced expression of pAKT/Akt and Mcl-1 and abolished Bcl-xL inhibitor-mediated radiosensitization (rER: 0.94 - 1.07). Similarly, Mcl-1 overexpression abolished radiosensitization in MDA-MB-231 and CAL-120 cells (rER: 1.02 - 1.04) but transient MCL1 knockdown in CAL-51 cells promoted Bcl-xL-inhibitor mediated radiosensitization (rER 2.35 ± 0.05). In vivo, ABT-263 or A-1331852 in combination with RT decreased tumor growth and increased tumor tripling time (p < 0.0001) in PIK3CA/PTEN wild-type TNBC cell line and patient-derived xenografts. Collectively, this study provides the preclinical rationale for early phase clinical trials testing the safety, tolerability, and efficacy of Bcl-xL inhibition and RT in women with wild-type PIK3CA/PTEN wild-type TNBC at high risk for recurrence.


Assuntos
Neoplasias de Mama Triplo Negativas , Humanos , Feminino , Neoplasias de Mama Triplo Negativas/tratamento farmacológico , Proteína bcl-X/genética , Linhagem Celular Tumoral , Recidiva Local de Neoplasia , Proteínas Proto-Oncogênicas c-bcl-2/genética , Classe I de Fosfatidilinositol 3-Quinases/genética , PTEN Fosfo-Hidrolase/genética
2.
JCI Insight ; 7(3)2022 02 08.
Artigo em Inglês | MEDLINE | ID: mdl-34932500

RESUMO

Standard radiation therapy (RT) does not reliably provide locoregional control for women with multinode-positive breast cancer and triple-negative breast cancer (TNBC). We hypothesized that CDK4/6 inhibition (CDK4/6i) would increase the radiosensitivity not only of estrogen receptor-positive (ER+) cells, but also of TNBC that expresses retinoblastoma (RB) protein. We found that CDK4/6i radiosensitized RB WT TNBC (n = 4, radiation enhancement ratio [rER]: 1.49-2.22) but failed to radiosensitize RB-null TNBC (n = 3, rER: 0.84-1.00). RB expression predicted response to CDK4/6i + RT (R2 = 0.84), and radiosensitization was lost in ER+/TNBC cells (rER: 0.88-1.13) after RB1 knockdown in isogenic and nonisogenic models. CDK4/6i suppressed homologous recombination (HR) in RB WT cells but not in RB-null cells or isogenic models of RB1 loss; HR competency was rescued with RB reexpression. Radiosensitization was independent of nonhomologous end joining and the known effects of CDK4/6i on cell cycle arrest. Mechanistically, RB and RAD51 interact in vitro to promote HR repair. CDK4/6i produced RB-dependent radiosensitization in TNBC xenografts but not in isogenic RB1-null xenografts. Our data provide the preclinical rationale for a clinical trial expanding the use of CDK4/6i + RT to difficult-to-control RB-intact breast cancers (including TNBC) and nominate RB status as a predictive biomarker of therapeutic efficacy.


Assuntos
Pontos de Checagem do Ciclo Celular/genética , Quinase 4 Dependente de Ciclina/genética , Quinase 6 Dependente de Ciclina/genética , DNA de Neoplasias/genética , Regulação Neoplásica da Expressão Gênica , Neoplasias Mamárias Experimentais , Neoplasias de Mama Triplo Negativas/radioterapia , Animais , Biomarcadores Tumorais/biossíntese , Biomarcadores Tumorais/genética , Linhagem Celular Tumoral , Quinase 4 Dependente de Ciclina/biossíntese , Quinase 6 Dependente de Ciclina/biossíntese , Modelos Animais de Doenças , Feminino , Camundongos , Camundongos SCID , Neoplasias de Mama Triplo Negativas/genética , Neoplasias de Mama Triplo Negativas/metabolismo , Neoplasias de Mama Triplo Negativas/patologia , Ensaios Antitumorais Modelo de Xenoenxerto
3.
Clin Cancer Res ; 26(24): 6568-6580, 2020 12 15.
Artigo em Inglês | MEDLINE | ID: mdl-32967938

RESUMO

PURPOSE: Cyclin-dependent kinase 4/6 (CDK4/6) inhibitors have improved progression-free survival for metastatic, estrogen receptor-positive (ER+) breast cancers, but their role in the nonmetastatic setting remains unclear. We sought to understand the effects of CDK4/6 inhibition (CDK4/6i) and radiotherapy in multiple preclinical breast cancer models. EXPERIMENTAL DESIGN: Transcriptomic and proteomic analyses were used to identify significantly altered pathways after CDK4/6i. Clonogenic assays were used to quantify the radiotherapy enhancement ratio (rER). DNA damage was quantified using γH2AX staining and the neutral comet assay. DNA repair was assessed using RAD51 foci formation and nonhomologous end joining (NHEJ) reporter assays. Orthotopic xenografts were used to assess the efficacy of combination therapy. RESULTS: Palbociclib significantly radiosensitized multiple ER+ cell lines at low nanomolar, sub IC50 concentrations (rER: 1.21-1.52) and led to a decrease in the surviving fraction of cells at 2 Gy (P < 0.001). Similar results were observed in ribociclib-treated (rER: 1.08-1.68) and abemaciclib-treated (rER: 1.19-2.05) cells. Combination treatment decreased RAD51 foci formation (P < 0.001), leading to a suppression of homologous recombination activity, but did not affect NHEJ efficiency (P > 0.05). Immortalized breast epithelial cells and cells with acquired resistance to CDK4/6i did not demonstrate radiosensitization (rER: 0.94-1.11) or changes in RAD51 foci. In xenograft models, concurrent palbociclib and radiotherapy led to a significant decrease in tumor growth. CONCLUSIONS: These studies provide preclinical rationale to test CDK4/6i and radiotherapy in women with locally advanced ER+ breast cancer at high risk for locoregional recurrence.


Assuntos
Neoplasias da Mama/radioterapia , Quinase 4 Dependente de Ciclina/antagonistas & inibidores , Quinase 6 Dependente de Ciclina/antagonistas & inibidores , Inibidores de Proteínas Quinases/farmacologia , Tolerância a Radiação/efeitos dos fármacos , Radiossensibilizantes/farmacologia , Receptores de Estrogênio/metabolismo , Animais , Apoptose , Neoplasias da Mama/tratamento farmacológico , Neoplasias da Mama/metabolismo , Neoplasias da Mama/patologia , Proliferação de Células , Quimiorradioterapia , Feminino , Humanos , Camundongos , Camundongos SCID , Células Tumorais Cultivadas , Ensaios Antitumorais Modelo de Xenoenxerto
4.
Mol Cell Oncol ; 7(3): 1737771, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32391431

RESUMO

Basal-like breast cancers have the highest rates of locoregional recurrence after radiation. By correlating gene expression with early locoregional recurrence, we nominate TTK protein kinase as a mediator of radioresistance. TTK inhibition radiosensitizes in vitro and in vivo through a novel mechanism of impaired homologous recombination and represents a promising translational strategy.

5.
J Natl Cancer Inst ; 112(12): 1190-1203, 2020 12 14.
Artigo em Inglês | MEDLINE | ID: mdl-32413141

RESUMO

BACKGROUND: BRCA1 methylation has been associated with homologous recombination deficiency, a biomarker of platinum sensitivity. Studies evaluating BRCA1-methylated tubal and ovarian cancer (OC) do not consistently support improved survival following platinum chemotherapy. We examine the characteristics of BRCA1-methylated OC in a meta-analysis of individual participant data. METHODS: Data of 2636 participants across 15 studies were analyzed. BRCA1-methylated tumors were defined according to their original study. Associations between BRCA1 methylation and clinicopathological characteristics were evaluated. The effects of methylation on overall survival (OS) and progression-free survival (PFS) were examined using mixed-effects models. All statistical tests were 2-sided. RESULTS: 430 (16.3%) tumors were BRCA1-methylated. BRCA1 methylation was associated with younger age and advanced-stage, high-grade serous OC. There were no survival differences between BRCA1-methylated and non-BRCA1-methylated OC (median PFS = 20.0 vs 18.5 months, hazard ratio [HR] = 1.01, 95% CI = 0.87 to 1.16; P = .98; median OS = 46.6 vs 48.0 months, HR = 1.02, 95% CI = 0.87 to 1.18; P = .96). Where BRCA1/2 mutations were evaluated (n = 1248), BRCA1 methylation displayed no survival advantage over BRCA1/2-intact (BRCA1/2 wild-type non-BRCA1-methylated) OC. Studies used different methods to define BRCA1 methylation. Where BRCA1 methylation was determined using methylation-specific polymerase chain reaction and gel electrophoresis (n = 834), it was associated with improved survival (PFS: HR = 0.80, 95% CI = 0.66 to 0.97; P = .02; OS: HR = 0.80, 95% CI = 0.63 to 1.00; P = .05) on mixed-effects modeling. CONCLUSION: BRCA1-methylated OC displays similar clinicopathological features to BRCA1-mutated OC but is not associated with survival. Heterogeneity within BRCA1 methylation assays influences associations. Refining these assays may better identify cases with silenced BRCA1 function and improved patient outcomes.


Assuntos
Proteína BRCA1/genética , Carcinoma Epitelial do Ovário/diagnóstico , Metilação de DNA , Neoplasias Ovarianas/diagnóstico , Regiões Promotoras Genéticas , Biomarcadores Tumorais/genética , Carcinoma Epitelial do Ovário/genética , Carcinoma Epitelial do Ovário/mortalidade , Feminino , Mutação em Linhagem Germinativa , Humanos , Neoplasias Ovarianas/genética , Neoplasias Ovarianas/mortalidade , Prognóstico , Análise de Sobrevida
6.
Artigo em Inglês | MEDLINE | ID: mdl-32117061

RESUMO

Increased rates of locoregional recurrence (LR) have been observed in triple negative breast cancer (TNBC) despite multimodality therapy, including radiation (RT). Recent data suggest inhibiting the androgen receptor (AR) may be an effective radiosensitizing strategy, and AR is expressed in 15-35% of TNBC tumors. The aim of this study was to determine whether seviteronel (INO-464), a novel CYP17 lyase inhibitor and AR antagonist, is able to radiosensitize AR-positive (AR+) TNBC models. In cell viability assays, seviteronel and enzalutamide exhibited limited effect as a single agent (IC50 > 10 µM). Using clonogenic survival assays, however, AR knockdown and AR inhibition with seviteronel were effective at radiosensitizing cells with radiation enhancement ratios of 1.20-1.89 in models of TNBC with high AR expression. AR-negative (AR-) models, regardless of their estrogen receptor expression, were not radiosensitized with seviteronel treatment at concentrations up to 5 µM. Radiosensitization of AR+ TNBC models was at least partially dependent on impaired dsDNA break repair with significant delays in repair at 6, 16, and 24 h as measured by immunofluorescent staining of γH2AX foci. Similar effects were observed in an in vivo AR+ TNBC xenograft model where there was a significant reduction in tumor volume and a delay to tumor doubling and tripling times in mice treated with seviteronel and radiation. Following combination treatment with seviteronel and radiation, increased binding of AR occurred at DNA damage response genes, including genes involved both in homologous recombination and non-homologous end joining. This trend was not observed with combination treatment of enzalutamide and RT, suggesting that seviteronel may have a different mechanism of radiosensitization compared to other AR inhibitors. Enzalutamide and seviteronel treatment also had different effects on AR and AR target genes as measured by immunoblot and qPCR. These results implicate AR as a mediator of radioresistance in AR+ TNBC models and support the use of seviteronel as a radiosensitizing agent in AR+ TNBC.


Assuntos
Antagonistas de Receptores de Andrógenos/farmacologia , Inibidores Enzimáticos/farmacologia , Naftalenos/farmacologia , Radiossensibilizantes/farmacologia , Esteroide 17-alfa-Hidroxilase/antagonistas & inibidores , Triazóis/farmacologia , Neoplasias de Mama Triplo Negativas/radioterapia , Animais , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Benzamidas , Linhagem Celular Tumoral , Feminino , Humanos , Liases/antagonistas & inibidores , Células MCF-7 , Camundongos , Camundongos Endogâmicos C57BL , Camundongos SCID , Nitrilas , Feniltioidantoína/administração & dosagem , Feniltioidantoína/análogos & derivados , Tolerância a Radiação/efeitos dos fármacos , Receptores Androgênicos/genética , Receptores Androgênicos/metabolismo , Neoplasias de Mama Triplo Negativas/tratamento farmacológico , Neoplasias de Mama Triplo Negativas/genética , Neoplasias de Mama Triplo Negativas/patologia , Ensaios Antitumorais Modelo de Xenoenxerto
7.
J Clin Invest ; 130(2): 958-973, 2020 02 03.
Artigo em Inglês | MEDLINE | ID: mdl-31961339

RESUMO

Increased rates of locoregional recurrence are observed in patients with basal-like breast cancer (BC) despite the use of radiation therapy (RT); therefore, approaches that result in radiosensitization of basal-like BC are critically needed. Using patients' tumor gene expression data from 4 independent data sets, we correlated gene expression with recurrence to find genes significantly correlated with early recurrence after RT. The highest-ranked gene, TTK, was most highly expressed in basal-like BC across multiple data sets. Inhibition of TTK by both genetic and pharmacologic methods enhanced radiosensitivity in multiple basal-like cell lines. Radiosensitivity was mediated, at least in part, through persistent DNA damage after treatment with TTK inhibition and RT. Inhibition of TTK impaired homologous recombination (HR) and repair efficiency, but not nonhomologous end-joining, and decreased the formation of Rad51 foci. Reintroduction of wild-type TTK rescued both radioresistance and HR repair efficiency after TTK knockdown; however, reintroduction of kinase-dead TTK did not. In vivo, TTK inhibition combined with RT led to a significant decrease in tumor growth in both heterotopic and orthotopic, including patient-derived xenograft, BC models. These data support the rationale for clinical development of TTK inhibition as a radiosensitizing strategy for patients with basal-like BC, and efforts toward this end are currently underway.


Assuntos
Neoplasias da Mama/metabolismo , Proteínas de Ciclo Celular/biossíntese , Bases de Dados de Ácidos Nucleicos , Regulação Neoplásica da Expressão Gênica , Recombinação Homóloga , Proteínas de Neoplasias/biossíntese , Proteínas Serina-Treonina Quinases/biossíntese , Proteínas Tirosina Quinases/biossíntese , Tolerância a Radiação , Neoplasias da Mama/genética , Neoplasias da Mama/patologia , Neoplasias da Mama/terapia , Proteínas de Ciclo Celular/antagonistas & inibidores , Proteínas de Ciclo Celular/genética , Dano ao DNA , Feminino , Humanos , Proteínas de Neoplasias/análise , Proteínas de Neoplasias/genética , Proteínas Serina-Treonina Quinases/antagonistas & inibidores , Proteínas Serina-Treonina Quinases/genética , Proteínas Tirosina Quinases/antagonistas & inibidores , Proteínas Tirosina Quinases/genética
8.
Mol Cancer Ther ; 18(11): 2063-2073, 2019 11.
Artigo em Inglês | MEDLINE | ID: mdl-31413177

RESUMO

Sustained locoregional control of disease is a significant issue in patients with inflammatory breast cancer (IBC), with local control rates of 80% or less at 5 years. Given the unsatisfactory outcomes for these patients, there is a clear need for intensification of local therapy, including radiation. Inhibition of the DNA repair protein PARP1 has had little efficacy as a single agent in breast cancer outside of studies restricted to patients with BRCA mutations; however, PARP1 inhibition (PARPi) may lead to the radiosensitization of aggressive tumor types. Thus, this study investigates inhibition of PARP1 as a novel and promising radiosensitization strategy in IBC. In multiple existing IBC models (SUM-149, SUM-190, MDA-IBC-3), PARPi (AZD2281-olaparib and ABT-888-veliparib) had limited single-agent efficacy (IC50 > 10 µmol/L) in proliferation assays. Despite limited single-agent efficacy, submicromolar concentrations of AZD2281 in combination with RT led to significant radiosensitization (rER 1.12-1.76). This effect was partially dependent on BRCA1 mutational status. Radiosensitization was due, at least in part, to delayed resolution of double strand DNA breaks as measured by multiple assays. Using a SUM-190 xenograft model in vivo, the combination of PARPi and RT significantly delays tumor doubling and tripling times compared with PARPi or RT alone with limited toxicity. This study demonstrates that PARPi improves the effectiveness of radiotherapy in IBC models and provides the preclinical rationale for the opening phase II randomized trial of RT ± PARPi in women with IBC (SWOG 1706, NCT03598257).


Assuntos
Neoplasias Inflamatórias Mamárias/terapia , Ftalazinas/efeitos adversos , Piperazinas/efeitos adversos , Poli(ADP-Ribose) Polimerase-1/antagonistas & inibidores , Inibidores de Poli(ADP-Ribose) Polimerases/administração & dosagem , Radiossensibilizantes/administração & dosagem , Animais , Linhagem Celular Tumoral , Proliferação de Células/efeitos dos fármacos , Proliferação de Células/efeitos da radiação , Sobrevivência Celular/efeitos dos fármacos , Sobrevivência Celular/efeitos da radiação , Feminino , Regulação Neoplásica da Expressão Gênica/efeitos dos fármacos , Regulação Neoplásica da Expressão Gênica/efeitos da radiação , Humanos , Neoplasias Inflamatórias Mamárias/metabolismo , Camundongos , Ftalazinas/farmacologia , Piperazinas/farmacologia , Inibidores de Poli(ADP-Ribose) Polimerases/farmacologia , Radiossensibilizantes/farmacologia , Ensaios Antitumorais Modelo de Xenoenxerto
9.
Transl Res ; 188: 27.e1-27.e14, 2017 10.
Artigo em Inglês | MEDLINE | ID: mdl-28860053

RESUMO

Targeted chemotherapeutics provide a promising new treatment option in neuro-oncology. The ability of these compounds to penetrate the blood-brain barrier is crucial for their successful incorporation into patient care. "CNS Targeted Agent Prediction" (CNS-TAP) is a multi-institutional and multidisciplinary translational program established at the University of Michigan for evaluating the central nervous system (CNS) activity of targeted therapies in neuro-oncology. In this report, we present the methodology of CNS-TAP in a series of pediatric and adolescent patients with high-risk brain tumors, for which molecular profiling (academic and commercial) was sought and targeted agents were incorporated. Four of five of the patients had potential clinical benefit (partial response or stable disease greater than 6 months on therapy). We further describe the specific drug properties of each agent chosen and discuss characteristics relevant in their evaluation for therapeutic suitability. Finally, we summarize both tumor and drug characteristics that impact the ability to successfully incorporate targeted therapies into CNS malignancy management.


Assuntos
Antineoplásicos/uso terapêutico , Barreira Hematoencefálica , Neoplasias Encefálicas/tratamento farmacológico , Neoplasias Encefálicas/metabolismo , Medicina de Precisão/métodos , Antineoplásicos/farmacocinética , Criança , Regulação Neoplásica da Expressão Gênica , Humanos , Terapia de Alvo Molecular , Seleção de Pacientes , Valor Preditivo dos Testes
10.
J Theor Biol ; 430: 141-156, 2017 10 07.
Artigo em Inglês | MEDLINE | ID: mdl-28648562

RESUMO

Epithelial cells can be triggered to actively detach from epithelial tissues and become solitary, migratory and invasive. This process occurs repeatedly in development, where it is termed epithelial-mesenchymal transition (EMT), and can be recapitulated as epithelial scattering in cell culture models. Detachment of cell-cell junctions involves changes in contractile forces, actin cytoskeletal organization, changes in cell-substrate adhesion properties, surface presentation of cell-cell adhesion molecules, and gene expression. That these cellular processes affect each other and share molecular components creates difficulties in generating hypotheses and designing experiments to understand the mechanics of epithelial scattering. Computational modeling is proving a powerful too in such instances. Here we develop a cellular automaton to reveal insights into how cells rupture epithelial cell-cell junctions during scattering. The model is optimized for realistic and stable recapitulation of behavior of single cells, then for realistic simulation of multiple cells forming epithelial colonies. With a workable model of epithelial cell behavior, we then alter model parameters and assess whether we can realistically mimic epithelial scattering. Adjusting model parameters to recapitulate epithelial scattering reveals that induction of cell migration is the major driver of epithelial scattering.


Assuntos
Membrana Celular/metabolismo , Movimento Celular , Células Epiteliais/citologia , Animais , Fenômenos Biomecânicos , Adesão Celular , Transição Epitelial-Mesenquimal , Humanos , Junções Intercelulares/metabolismo , Modelos Biológicos
11.
Int J Surg Case Rep ; 33: 99-101, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-28288326

RESUMO

INTRODUCTION: While acute appendicitis is a common surgical problem, the simultaneous occurrence of appendicitis and an infected iliac artery pseudoaneurysm is exceedingly rare. We report the successful treatment of an infected right external iliac artery pseudo aneurysm in the 1setting of acute appendicitis. PRESENTATION OF CASE: The patient is an 83-year-old male who presents with severe sepsis, right lower quadrant and right leg pain. Additional past medical history is significant for rectal cancer status post resection and radiation therapy in 1997. Computed tomography (CT) on admission revealed a right iliopsoas muscle abscess, an inflamed Appendix and a pseudo aneurysm arising from the right external iliac artery. After consultations by multiple specialties, the plan was to proceed with percutaneous drainage of the abscess, antibiotic therapy and subsequent repair of the pseudoaneurysm. CT guided drainage of the iliopsoas abscess was performed with return of hemorrhagic fluid. Due to the concern of contained pseudoaneurysm rupture, the patient was taken for expedited repair. Due to the patient's frailty and hostile abdomen, we performed embolization of the right external iliac artery pseudoaneurysm with Amplatzer I plugs (St. Jude Medical, St. Paul MN) and left common femoral to right superficial femoral bypass with cryopreserved cadaveric femoral vein. Following pseudoaneurysm exclusion, continued percutaneous drainage and antibiotic therapy, the patient has done well with no further evidence of infection. CONCLUSION: Repair of infected pseudo aneurysms can prove challenging. Ongoing infection, a hostile surgical abdomen and patient frailty further complicates the treatment of these patients. This case displays a minimally invasive approach to this rare but morbid condition.

12.
Comput Intell Neurosci ; 2016: 6425257, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-27340396

RESUMO

Heavily occluded objects are more difficult for classification algorithms to identify correctly than unoccluded objects. This effect is rare and thus hard to measure with datasets like ImageNet and PASCAL VOC, however, owing to biases in human-generated image pose selection. We introduce a dataset that emphasizes occlusion and additions to a standard convolutional neural network aimed at increasing invariance to occlusion. An unmodified convolutional neural network trained and tested on the new dataset rapidly degrades to chance-level accuracy as occlusion increases. Training with occluded data slows this decline but still yields poor performance with high occlusion. Integrating novel preprocessing stages to segment the input and inpaint occlusions is an effective mitigation. A convolutional network so modified is nearly as effective with more than 81% of pixels occluded as it is with no occlusion. Such a network is also more accurate on unoccluded images than an otherwise identical network that has been trained with only unoccluded images. These results depend on successful segmentation. The occlusions in our dataset are deliberately easy to segment from the figure and background. Achieving similar results on a more challenging dataset would require finding a method to split figure, background, and occluding pixels in the input.


Assuntos
Algoritmos , Processamento de Imagem Assistida por Computador , Redes Neurais de Computação , Reconhecimento Automatizado de Padrão , Percepção Visual/fisiologia , Conjuntos de Dados como Assunto , Humanos
13.
Shock ; 42(5): 448-55, 2014 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-25004059

RESUMO

BACKGROUND: Trauma/hemorrhagic shock (T/HS) is one of the major consequences of battlefield injury as well as civilian trauma. FTY720 (sphingosine-1-phosphate agonist) has the capability to decrease the activity of the innate and adaptive immune systems and, at the same time, maintain endothelial cell barrier function and vascular homeostasis during stress. For this reason, we hypothesize that FTY720, as part of resuscitation therapy, would limit T/HS-induced multiple organ dysfunction syndrome in a rodent T/HS model. METHODS: Rats subjected to trauma/sham shock (T/SS) or T/HS (30 mm Hg × 90 min) were administered FTY720 (1 mg/kg) post-T/HS during volume resuscitation. Lung injury (permeability to Evans blue dye), polymorphonuclear leukocyte (PMN) priming (respiratory burst activity), and red blood cell (RBC) rigidity were measured. In addition, lymph duct-cannulated rats were used to quantify the effect of FTY720 on gut injury (permeability and morphology) and the biologic activity of T/HS versus T/SS lymph on PMN-RBC and RBC deformability. RESULTS: Trauma/hemorrhagic shock-induced increased lung permeability, PMN priming, and RBC rigidity were all abrogated by FTY720. The systemic protective effect of FTY720 was only partially at the gut level, because FTY720 did not prevent T/HS-induced gut injury (morphology or permeability); however, it did abrogate T/HS lymph-induced increased respiratory burst and RBC rigidity. CONCLUSIONS: FTY720 limited T/HS-induced multiple organ dysfunction syndrome (lung injury, red cell injury, and neutrophil priming) as well as T/HS lymph bioactivity, although it did not limit gut injury.


Assuntos
Imunossupressores/uso terapêutico , Insuficiência de Múltiplos Órgãos/prevenção & controle , Propilenoglicóis/uso terapêutico , Choque Hemorrágico/tratamento farmacológico , Esfingosina/análogos & derivados , Lesão Pulmonar Aguda/etiologia , Lesão Pulmonar Aguda/prevenção & controle , Animais , Relação Dose-Resposta a Droga , Avaliação Pré-Clínica de Medicamentos/métodos , Deformação Eritrocítica/efeitos dos fármacos , Deformação Eritrocítica/fisiologia , Cloridrato de Fingolimode , Imunossupressores/administração & dosagem , Masculino , Insuficiência de Múltiplos Órgãos/sangue , Insuficiência de Múltiplos Órgãos/etiologia , Ativação de Neutrófilo/efeitos dos fármacos , Propilenoglicóis/administração & dosagem , Ratos Sprague-Dawley , Explosão Respiratória/efeitos dos fármacos , Choque Hemorrágico/sangue , Choque Hemorrágico/complicações , Esfingosina/administração & dosagem , Esfingosina/uso terapêutico
14.
Oncotarget ; 5(6): 1434-8, 2014 Mar 30.
Artigo em Inglês | MEDLINE | ID: mdl-24727738

RESUMO

Long noncoding RNAs (IncRNAs) are increasingly implicated in cancer biology, contributing to essential cancer cell functions such as proliferation, invasion, and metastasis. In prostate cancer, several lncRNAs have been nominated as critical actors in disease pathogenesis. Among these, expression of PCGEM1 and PRNCR1 has been identified as a possible component in disease progression through the coordination of androgen receptor (AR) signaling (Yang et al., Nature 2013, see ref. [1]). However, concerns regarding the robustness of these findings have been suggested. Here, we sought to evaluate whether PCGEM1 and PRNCR1 are associated with prostate cancer. Through a comprehensive analysis of RNA-sequencing data (RNA-seq), we find evidence that PCGEM1 but not PRNCR1 is associated with prostate cancer. We employ a large cohort of >230 high-risk prostate cancer patients with long-term outcomes data to show that, in contrast to prior reports, neither gene is associated with poor patient outcomes. We further observe no evidence that PCGEM1 nor PRNCR1 interact with AR, and neither gene is a component of AR signaling. Thus, we conclusively demonstrate that PCGEM1 and PRNCR1 are not prognostic lncRNAs in prostate cancer and we refute suggestions that these lncRNAs interact in AR signaling.


Assuntos
Regulação Neoplásica da Expressão Gênica , Neoplasias de Próstata Resistentes à Castração/genética , RNA Longo não Codificante/genética , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Masculino , Proteínas de Neoplasias/genética , Prognóstico , Próstata/metabolismo , Neoplasias de Próstata Resistentes à Castração/mortalidade , Receptores Androgênicos/genética
15.
J Surg Res ; 187(1): 270-7, 2014 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-24321622

RESUMO

BACKGROUND: Lactoferrin (LF) is a pleiotropic glycoprotein that is found in bodily secretions and is postulated to enhance the gastrointestinal barrier and promote mucosal immunity. Thus, the ability of talactoferrin, an oral recombinant form of human LF, to limit gut injury and the production of biologically active gut-derived products was tested using a rat model of trauma-hemorrhagic shock (T/HS). METHODS: Male rats were orally dosed with vehicle or talactoferrin (1000 mg/kg, every day) for 5 d before being subjected to T/HS or trauma-sham shock (T/SS). Subsequently, rats were subjected to a laparotomy (trauma) and hemorrhagic shock (mean arterial pressure, 30-35 mm Hg × 90 min) or to T/SS, followed by resuscitation with their shed blood. Before inducing shock, the mesenteric lymphatic duct was catheterized for collection of mesenteric lymph. Four hours after the end of the shock or sham-shock period, rats were sacrificed, a segment of the distal ileum was collected for morphologic analysis, and lymph samples were processed and frozen. Subsequently, lymph samples were tested in several pharmacodynamic assays, including endothelial cell permeability, neutrophil respiratory burst activity, and red blood cell (RBC) deformability. Total white blood cell counts in lymph samples were also quantified. RESULTS: Pretreatment with talactoferrin reduced the incidence of T/HS-induced morphologic injury of ileum to T/SS levels. Post-T/HS lymph from vehicle-treated rats increased endothelial monolayer permeability and neutrophil priming for an augmented respiratory burst, and induced loss of RBC deformability, compared with T/SS groups. Talactoferrin pretreatment significantly reduced the biological activity of T/HS lymph on respiratory burst activity and RBC deformability, but had no effect on the lymph cell count or endothelial cell permeability. CONCLUSIONS: These results provide a proof of principle that prophylactic dosing of oral talactoferrin can potentially protect the gut in a T/HS model and limit the production of biologically active factors in rat gastrointestinal tissue subjected to ischemia-reperfusion-type injuries.


Assuntos
Íleo/lesões , Lactoferrina/farmacologia , Linfa/fisiologia , Traumatismo por Reperfusão/prevenção & controle , Choque Hemorrágico/tratamento farmacológico , Administração Oral , Animais , Íleo/efeitos dos fármacos , Laparotomia/efeitos adversos , Linfa/efeitos dos fármacos , Sistema Linfático/efeitos dos fármacos , Sistema Linfático/fisiologia , Masculino , Neutrófilos/efeitos dos fármacos , Neutrófilos/fisiologia , Ratos , Ratos Sprague-Dawley , Proteínas Recombinantes/farmacologia , Traumatismo por Reperfusão/etiologia , Explosão Respiratória/efeitos dos fármacos , Choque Hemorrágico/etiologia , Ferimentos e Lesões/complicações
16.
Nat Commun ; 4: 2617, 2013.
Artigo em Inglês | MEDLINE | ID: mdl-24135919

RESUMO

Global 'multi-omics' profiling of cancer cells harbours the potential for characterizing the signalling networks associated with specific oncogenes. Here we profile the transcriptome, proteome and phosphoproteome in a panel of non-small cell lung cancer (NSCLC) cell lines in order to reconstruct targetable networks associated with KRAS dependency. We develop a two-step bioinformatics strategy addressing the challenge of integrating these disparate data sets. We first define an 'abundance-score' combining transcript, protein and phospho-protein abundances to nominate differentially abundant proteins and then use the Prize Collecting Steiner Tree algorithm to identify functional sub-networks. We identify three modules centred on KRAS and MET, LCK and PAK1 and ß-Catenin. We validate activation of these proteins in KRAS-dependent (KRAS-Dep) cells and perform functional studies defining LCK as a critical gene for cell proliferation in KRAS-Dep but not KRAS-independent NSCLCs. These results suggest that LCK is a potential druggable target protein in KRAS-Dep lung cancers.


Assuntos
Antineoplásicos/farmacologia , Biologia Computacional , Regulação Neoplásica da Expressão Gênica/efeitos dos fármacos , Proteína Tirosina Quinase p56(lck) Linfócito-Específica/genética , Fosfoproteínas/genética , Proteínas Proto-Oncogênicas/genética , Proteínas ras/genética , Algoritmos , Carcinoma Pulmonar de Células não Pequenas/tratamento farmacológico , Carcinoma Pulmonar de Células não Pequenas/genética , Carcinoma Pulmonar de Células não Pequenas/metabolismo , Carcinoma Pulmonar de Células não Pequenas/patologia , Linhagem Celular Tumoral , Redes Reguladoras de Genes , Humanos , Neoplasias Pulmonares/tratamento farmacológico , Neoplasias Pulmonares/genética , Neoplasias Pulmonares/metabolismo , Neoplasias Pulmonares/patologia , Proteína Tirosina Quinase p56(lck) Linfócito-Específica/metabolismo , Terapia de Alvo Molecular , Fosfoproteínas/metabolismo , Proteínas Proto-Oncogênicas/metabolismo , Proteínas Proto-Oncogênicas c-met/genética , Proteínas Proto-Oncogênicas c-met/metabolismo , Proteínas Proto-Oncogênicas p21(ras) , Transdução de Sinais , Transcriptoma , beta Catenina/genética , beta Catenina/metabolismo , Quinases Ativadas por p21/genética , Quinases Ativadas por p21/metabolismo , Proteínas ras/metabolismo
17.
Nat Genet ; 45(11): 1392-8, 2013 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-24076601

RESUMO

Prostate cancers remain indolent in the majority of individuals but behave aggressively in a minority. The molecular basis for this clinical heterogeneity remains incompletely understood. Here we characterize a long noncoding RNA termed SChLAP1 (second chromosome locus associated with prostate-1; also called LINC00913) that is overexpressed in a subset of prostate cancers. SChLAP1 levels independently predict poor outcomes, including metastasis and prostate cancer-specific mortality. In vitro and in vivo gain-of-function and loss-of-function experiments indicate that SChLAP1 is critical for cancer cell invasiveness and metastasis. Mechanistically, SChLAP1 antagonizes the genome-wide localization and regulatory functions of the SWI/SNF chromatin-modifying complex. These results suggest that SChLAP1 contributes to the development of lethal cancer at least in part by antagonizing the tumor-suppressive functions of the SWI/SNF complex.


Assuntos
Proteínas Cromossômicas não Histona/genética , Proteínas Cromossômicas não Histona/metabolismo , Proteínas de Ligação a DNA/genética , Neoplasias da Próstata/genética , RNA Longo não Codificante/genética , Fatores de Transcrição/genética , Fatores de Transcrição/metabolismo , Animais , Linhagem Celular Tumoral , Proliferação de Células , Feminino , Perfilação da Expressão Gênica , Humanos , Masculino , Camundongos , Dados de Sequência Molecular , Invasividade Neoplásica/genética , Metástase Neoplásica/genética , Regiões Promotoras Genéticas , Interferência de RNA , RNA Interferente Pequeno , Proteína SMARCB1
18.
Shock ; 39(1): 39-44, 2013 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-23247120

RESUMO

We tested if vagus nerve stimulation (VNS) would prevent gut injury, mesenteric lymph toxicity, and systemic multiple organ dysfunction syndrome following trauma-hemorrhagic shock (T/HS). Four groups of experiments were performed. The first tested whether VNS (5 V for 10 min) would protect against T/HS-induced increases in gut and lung permeability as well as neutrophil priming. In the second experiment, mesenteric lymph was collected from rats subjected to T/HS or trauma-sham shock with or without VNS and then injected into naive mice to assess its biologic activity. Lung permeability, neutrophil priming, and red blood cell deformability were measured. Next, the role of the spleen in VNS-mediated protection was tested by measuring gut and lung injury in splenectomized rats subjected to sham or actual VNS. Lastly, the ability of nicotine to replicate the gut-protective effect of VNS was tested. Vagus nerve stimulation protected against T/HS-induced gut injury, lung injury, and neutrophil priming (P < 0.05). Not only did VNS limit organ injury after T/HS, but in contrast to the mesenteric lymph collected from the sham-VNS T/HS rats, the mesenteric lymph from the VNS T/HS rats did not cause lung injury, neutrophil priming, or loss of red blood cell deformability (P < 0.05) when injected into naive mice. Removal of the spleen did not prevent the protective effects of VNS on gut or lung injury after T/HS. Similar to VNS, the administration of nicotine also protected the gut from injury after T/HS. Vagus nerve stimulation prevents T/HS-induced gut injury, lung injury, neutrophil priming, and the production of biologically active mesenteric lymph. This protective effect of VNS was not dependent on the spleen but appeared to involve a cholinergic nicotinic receptor, because its beneficial effects could be replicated with nicotine.


Assuntos
Insuficiência de Múltiplos Órgãos/prevenção & controle , Choque Hemorrágico/terapia , Choque Traumático/terapia , Estimulação do Nervo Vago/métodos , Animais , Absorção Intestinal/fisiologia , Intestinos/fisiopatologia , Lesão Pulmonar/prevenção & controle , Linfa/fisiologia , Masculino , Mesentério , Camundongos , Insuficiência de Múltiplos Órgãos/etiologia , Ativação de Neutrófilo/fisiologia , Nicotina/uso terapêutico , Sistema Nervoso Parassimpático/fisiopatologia , Permeabilidade , Ratos , Ratos Sprague-Dawley , Receptores Nicotínicos/fisiologia , Choque Hemorrágico/fisiopatologia , Choque Traumático/fisiopatologia , Baço/fisiopatologia
19.
IEEE Pulse ; 3(1): 47-50, 2012 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-22344952

RESUMO

The researchers at Boston University (BU)'s Neuromorphics Laboratory, part of the National Science Foundation (NSF)-sponsored Center of Excellence for Learning in Education, Science, and Technology (CELEST), are working in collaboration with the engineers and scientists at Hewlett-Packard (HP) to implement neural models of intelligent processes for the next generation of dense, low-power, computer hardware that will use memristive technology to bring data closer to the processor where computation occurs. The HP and BU teams are jointly designing an optimal infrastructure, simulation, and software platform to build an artificial brain. The resulting Cog Ex Machina (Cog) software platform has been successfully used to implement a large-scale, multicomponent brain system that is able to simulate some key rat behavioral results in a virtual environment and has been applied to control robotic platforms as they learn to interact with their environment.


Assuntos
Encéfalo/fisiologia , Modelos Neurológicos , Rede Nervosa/fisiologia , Redes Neurais de Computação , Software , Animais , Humanos
20.
PLoS One ; 6(8): e14829, 2011.
Artigo em Inglês | MEDLINE | ID: mdl-21829592

RESUMO

BACKGROUND: Injurious non-microbial factors released from the stressed gut during shocked states contribute to the development of acute lung injury (ALI) and multiple organ dysfunction syndrome (MODS). Since Toll-like receptors (TLR) act as sensors of tissue injury as well as microbial invasion and TLR4 signaling occurs in both sepsis and noninfectious models of ischemia/reperfusion (I/R) injury, we hypothesized that factors in the intestinal mesenteric lymph after trauma hemorrhagic shock (T/HS) mediate gut-induced lung injury via TLR4 activation. METHODS/PRINCIPAL FINDINGS: The concept that factors in T/HS lymph exiting the gut recreates ALI is evidenced by our findings that the infusion of porcine lymph, collected from animals subjected to global T/HS injury, into naïve wildtype (WT) mice induced lung injury. Using C3H/HeJ mice that harbor a TLR4 mutation, we found that TLR4 activation was necessary for the development of T/HS porcine lymph-induced lung injury as determined by Evan's blue dye (EBD) lung permeability and myeloperoxidase (MPO) levels as well as the induction of the injurious pulmonary iNOS response. TRIF and Myd88 deficiency fully and partially attenuated T/HS lymph-induced increases in lung permeability respectively. Additional studies in TLR2 deficient mice showed that TLR2 activation was not involved in the pathology of T/HS lymph-induced lung injury. Lastly, the lymph samples were devoid of bacteria, endotoxin and bacterial DNA and passage of lymph through an endotoxin removal column did not abrogate the ability of T/HS lymph to cause lung injury in naïve mice. CONCLUSIONS/SIGNIFICANCE: Our findings suggest that non-microbial factors in the intestinal mesenteric lymph after T/HS are capable of recreating T/HS-induced lung injury via TLR4 activation.


Assuntos
Lesão Pulmonar/etiologia , Linfonodos/metabolismo , Choque Hemorrágico/complicações , Receptor 4 Toll-Like/metabolismo , Ferimentos e Lesões/complicações , Animais , Sequência de Bases , Western Blotting , Primers do DNA , Pulmão/enzimologia , Masculino , Camundongos , Óxido Nítrico Sintase Tipo II/metabolismo , Reação em Cadeia da Polimerase , Transdução de Sinais , Suínos , Porco Miniatura
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