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1.
BMC Bioinformatics ; 24(1): 266, 2023 Jun 28.
Artigo em Inglês | MEDLINE | ID: mdl-37380943

RESUMO

Pathway-level survival analysis offers the opportunity to examine molecular pathways and immune signatures that influence patient outcomes. However, available survival analysis algorithms are limited in pathway-level function and lack a streamlined analytical process. Here we present a comprehensive pathway-level survival analysis suite, PATH-SURVEYOR, which includes a Shiny user interface with extensive features for systematic exploration of pathways and covariates in a Cox proportional-hazard model. Moreover, our framework offers an integrative strategy for performing Hazard Ratio ranked Gene Set Enrichment Analysis and pathway clustering. As an example, we applied our tool in a combined cohort of melanoma patients treated with checkpoint inhibition (ICI) and identified several immune populations and biomarkers predictive of ICI efficacy. We also analyzed gene expression data of pediatric acute myeloid leukemia (AML) and performed an inverse association of drug targets with the patient's clinical endpoint. Our analysis derived several drug targets in high-risk KMT2A-fusion-positive patients, which were then validated in AML cell lines in the Genomics of Drug Sensitivity database. Altogether, the tool offers a comprehensive suite for pathway-level survival analysis and a user interface for exploring drug targets, molecular features, and immune populations at different resolutions.


Assuntos
Leucemia Mieloide Aguda , Melanoma , Criança , Humanos , Reposicionamento de Medicamentos , Oncologia , Melanoma/tratamento farmacológico , Melanoma/genética , Algoritmos , Leucemia Mieloide Aguda/tratamento farmacológico , Leucemia Mieloide Aguda/genética
2.
Lancet ; 400(10357): 1008-1019, 2022 09 24.
Artigo em Inglês | MEDLINE | ID: mdl-36108657

RESUMO

BACKGROUND: Merkel cell carcinoma is among the most aggressive and lethal of primary skin cancers, with a high rate of distant metastasis. Anti-programmed death receptor 1 (anti-PD-1) and programmed death ligand 1 (PD-L1) monotherapy is currently standard of care for unresectable, recurrent, or metastatic Merkel cell carcinoma. We assessed treatment with combined nivolumab plus ipilimumab, with or without stereotactic body radiotherapy (SBRT) in patients with advanced Merkel cell carcinoma as a first-line therapy or following previous treatment with anti-PD-1 and PD-L1 monotherapy. METHODS: In this randomised, open label, phase 2 trial, we randomly assigned adults from two cancer sites in the USA (one in Florida and one in Ohio) to group A (combined nivolumab and ipilimumab) or group B (combined nivolumab and ipilimumab plus SBRT) in a 1:1 ratio. Eligible patients were aged at least 18 years with histologically proven advanced stage (unresectable, recurrent, or stage IV) Merkel cell carcinoma, a minimum of two tumour lesions measureable by CT, MRI or clinical exam, and tumour tissue available for exploratory biomarker analysis. Patients were stratified by previous immune-checkpoint inhibitor (ICI) status to receive nivolumab 240 mg intravenously every 2 weeks plus ipilimumab 1 mg/kg intravenously every 6 weeks (group A) or the same schedule of combined nivolumab and ipilimumab with the addition of SBRT to at least one tumour site (24 Gy in three fractions at week 2; group B). Patients had to have at least two measurable sites of disease so one non-irradiated site could be followed for response. The primary endpoint was objective response rate (ORR) in all randomly assigned patients who received at least one dose of combined nivolumab and ipilimumab. ORR was defined as the proportion of patients with a complete response or partial response per immune-related Response Evaluation Criteria in Solid Tumours. Response was assessed every 12 weeks. Safety was assessed in all patients. This trial is registered with ClinicalTrials.gov, NCT03071406. FINDINGS: 50 patients (25 in both group A and group B) were enrolled between March 14, 2017, and Dec 21, 2021, including 24 ICI-naive patients (13 [52%] of 25 group A patients and 11 [44%] of 25 group B patients]) and 26 patients with previous ICI (12 [48%] of 25 group A patients and 14 [56%] of 25 group B patients]). One patient in group B did not receive SBRT due to concerns about excess toxicity. Median follow-up was 14·6 months (IQR 9·1-26·5). Two patients in group B were excluded from the analysis of the primary endpoint because the target lesions were irradiated and so the patients were deemed non-evaluable. Of the ICI-naive patients, 22 (100%) of 22 (95% CI 82-100) had an objective response, including nine (41% [95% CI 21-63]) with complete response. Of the patients who had previously had ICI exposure, eight (31%) of 26 patients (95% CI 15-52) had an objective response and four (15% [5-36]) had a complete response. No significant differences in ORR were observed between groups A (18 [72%] of 25 patients) and B (12 [52%] of 23 patients; p=0·26). Grade 3 or 4 treatment-related adverse events were observed in 10 (40%) of 25 patients in group A and 8 (32%) of 25 patients in group B. INTERPRETATION: First-line combined nivolumab and ipilimumab in patients with advanced Merkel cell carcinoma showed a high ORR with durable responses and an expected safety profile. Combined nivolumab and ipilimumab also showed clinical benefit in patients with previous anti-PD-1 and PD-L1 treatment. Addition of SBRT did not improve efficacy of combined nivolumab and ipilimumab. The combination of nivolumab and ipilimumab represents a new first-line and salvage therapeutic option for advanced Merkel cell carcinoma. FUNDING: Bristol Myers Squibb Rare Population Malignancy Program.


Assuntos
Carcinoma de Célula de Merkel , Radiocirurgia , Neoplasias Cutâneas , Adolescente , Adulto , Protocolos de Quimioterapia Combinada Antineoplásica , Antígeno B7-H1 , Biomarcadores , Carcinoma de Célula de Merkel/tratamento farmacológico , Carcinoma de Célula de Merkel/radioterapia , Humanos , Inibidores de Checkpoint Imunológico , Ipilimumab , Nivolumabe , Receptores de Morte Celular , Neoplasias Cutâneas/tratamento farmacológico , Neoplasias Cutâneas/radioterapia
3.
Lab Invest ; 101(2): 204-217, 2021 02.
Artigo em Inglês | MEDLINE | ID: mdl-33037322

RESUMO

Pancreatic cancer (PaCa) is the third leading cause of cancer-related deaths in the United States. There is an unmet need to develop strategies to detect PaCa at an early, operable stage and prevent its progression. Intraductal papillary mucinous neoplasms (IPMNs) are cystic PaCa precursors that comprise nearly 50% of pancreatic cysts detected incidentally via cross-sectional imaging. Since IPMNs can progress from low- and moderate-grade dysplasia to high-grade dysplasia and invasion, the study of these lesions offers a prime opportunity to develop early detection and prevention strategies. Organoids are an ideal preclinical platform to study IPMNs, and the objective of the current investigation was to establish a living biobank of patient-derived organoids (PDO) from IPMNs. IPMN tumors and adjacent normal pancreatic tissues were successfully harvested from 15 patients with IPMNs undergoing pancreatic surgical resection at Moffitt Cancer Center & Research Institute (Tampa, FL) between May of 2017 and March of 2019. Organoid cultures were also generated from cryopreserved tissues. Organoid count and size were determined over time by both Image-Pro Premier 3D Version 9.1 digital platform and Matlab application of a Circular Hough Transform algorithm, and histologic and genomic characterization of a subset of the organoids was performed using immunohistochemistry and targeted sequencing, respectively. The success rates for organoid generation from IPMN tumor and adjacent normal pancreatic tissues were 81% and 87%, respectively. IPMN organoids derived from different epithelial subtypes showed different morphologies in vitro, and organoids recapitulated histologic and genomic characteristics of the parental IPMN tumor. In summary, this preclinical model has the potential to provide new opportunities to unveil mechanisms of IPMN progression to invasion and to shed insight into novel biomarkers for early detection and targets for chemoprevention.


Assuntos
Bancos de Espécimes Biológicos , Organoides/patologia , Pâncreas/patologia , Neoplasias Intraductais Pancreáticas/patologia , Idoso , Idoso de 80 Anos ou mais , Algoritmos , Técnicas de Cultura de Células , Feminino , Histocitoquímica , Humanos , Processamento de Imagem Assistida por Computador , Masculino , Pessoa de Meia-Idade , Organoides/citologia , Pâncreas/citologia , Técnicas de Cultura de Tecidos
4.
Oncologist ; 25(12): e1893-e1899, 2020 12.
Artigo em Inglês | MEDLINE | ID: mdl-32776632

RESUMO

LESSONS LEARNED: The combination of trametinib and sorafenib has an acceptable safety profile, albeit at doses lower than approved for monotherapy. Maximum tolerated dose is trametinib 1.5 mg daily and sorafenib 200 mg twice daily. The limited anticancer activity observed in this unselected patient population does not support further exploration of trametinib plus sorafenib in patients with hepatocellular carcinoma. BACKGROUND: The RAS/RAF/MEK/ERK signaling pathway is associated with proliferation and progression of hepatocellular carcinoma (HCC). Preclinical data suggest that paradoxical activation of the MAPK pathway may be one of the resistance mechanisms of sorafenib; therefore, we evaluated trametinib plus sorafenib in HCC. METHODS: This was a phase I study with a 3+3 design in patients with treatment-naïve advanced HCC. The primary objective was safety and tolerability. The secondary objective was clinical efficacy. RESULTS: A total of 17 patients were treated with three different doses of trametinib and sorafenib. Two patients experienced dose-limiting toxicity, including grade 4 hypertension and grade 3 elevation of aspartate aminotransferase (AST)/alanine aminotransferase (ALT)/bilirubin over 7 days. Maximum tolerated dose was trametinib 1.5 mg daily and sorafenib 200 mg twice a day. The most common grade 3/4 treatment-related adverse events were elevated AST (37%) and hypertension (24%). Among 11 evaluable patients, 7 (63.6%) had stable disease with no objective response. The median progression-free survival (PFS) and overall survival (OS) were 3.7 and 7.8 months, respectively. Phosphorylated-ERK was evaluated as a pharmacodynamic marker, and sorafenib plus trametinib inhibited phosphorylated-ERK up to 98.1% (median: 81.2%) in peripheral blood mononuclear cells. CONCLUSION: Trametinib and sorafenib can be safely administered up to trametinib 1.5 mg daily and sorafenib 200 mg twice a day with limited anticancer activity in advanced HCC.


Assuntos
Carcinoma Hepatocelular , Neoplasias Hepáticas , Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos , Carcinoma Hepatocelular/tratamento farmacológico , Humanos , Leucócitos Mononucleares , Neoplasias Hepáticas/tratamento farmacológico , Niacinamida/efeitos adversos , Compostos de Fenilureia/uso terapêutico , Piridonas , Pirimidinonas , Sorafenibe/uso terapêutico
5.
Pancreatology ; 20(3): 448-453, 2020 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-32113936

RESUMO

BACKGROUND: Intraductal papillary mucinous neoplasms (IPMNs) are pre-malignant pancreatic cysts detected by imaging. Cyst size is one of many features evaluated on computed tomography (CT), magnetic resonance imaging (MRI), or endoscopic ultrasonography (EUS) to help guide IPMN management. Our objective was to determine which imaging modality best predicts pathological cyst size. METHODS: We analyzed records for 57 IPMN cases surgically treated at Moffitt Cancer Center from 2008 to 2016 for whom pre-operative CT, MRI, and EUS IPMN cyst size and post-operative pathological cyst size values were available. Long axis cyst diameter measurements were compared to each other and corresponding pathological cyst measurements using within-subjects ANOVA, Bland-Altman analysis, and linear regression. Consensus measurements were also performed on CT and MRI images. RESULTS: Cyst size measured via CT and MRI overestimated pathological size by 0.33 cm and 0.27 cm, respectively, whereas EUS underestimated pathological size by 0.05 cm and had the narrowest 95% limit of agreement (LOA). Among pathologically-confirmed cysts <3 cm, MRI overestimated pathological size by 0.30 cm (P = 0.049) and had the widest LOA, followed by EUS and CT. Among cysts ≥3 cm, EUS underestimated pathological size by 0.35 cm (P = 0.059) and MRI and CT overestimated pathological size by 0.23 cm and 0.51 cm, respectively. CONCLUSIONS: In this small retrospective study, EUS cyst size measurements correlated best with pathologic specimens compared to CT and MRI, especially for cysts < 3 cm. Larger prospective studies are needed to determine which imaging modalities are best to risk-stratify IPMNs and guide surgical versus. Non-surgical management.


Assuntos
Neoplasias Intraductais Pancreáticas/diagnóstico por imagem , Neoplasias Pancreáticas/diagnóstico por imagem , Idoso , Idoso de 80 Anos ou mais , Aspiração por Agulha Fina Guiada por Ultrassom Endoscópico , Endossonografia , Feminino , Humanos , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Cisto Pancreático/diagnóstico por imagem , Ductos Pancreáticos/diagnóstico por imagem , Ductos Pancreáticos/patologia , Neoplasias Intraductais Pancreáticas/patologia , Neoplasias Pancreáticas/patologia , Reprodutibilidade dos Testes , Tomografia Computadorizada por Raios X
6.
J Surg Res ; 245: 153-162, 2020 01.
Artigo em Inglês | MEDLINE | ID: mdl-31419640

RESUMO

BACKGROUND: Breast cancer (BC) risk assessment models are statistical estimates based on patient characteristics. We developed a gene expression assay to assess BC risk using benign breast biopsy tissue. METHODS: A NanoString-based malignancy risk (MR) gene signature was validated for formalin-fixed paraffin-embedded (FFPE) tissue. It was applied to FFPE benign and BC specimens obtained from women who underwent breast biopsy, some of whom developed BC during follow-up to evaluate diagnostic capability of the MR signature. BC risk was calculated with MR score, Gail risk score, and both tests combined. Logistic regression and receiver operating characteristic curves were used to evaluate these 3 models. RESULTS: NanoString MR demonstrated concordance between fresh frozen and FFPE malignant samples (r = 0.99). Within the validation set, 563 women with benign breast biopsies from 2007 to 2011 were identified and followed for at least 5 y; 50 women developed BC (affected) within 5 y from biopsy. Three groups were compared: benign tissue from unaffected and affected patients and malignant tissue from affected patients. Kruskal-Wallis test suggested difference between the groups (P = 0.09) with trend in higher predicted MR score for benign tissue from affected patients before development of BC. Neither the MR signature nor Gail risk score were statistically different between affected and unaffected patients; combining both tests demonstrated best predictive value (AUC = 0.71). CONCLUSIONS: FFPE gene expression assays can be used to develop a predictive test for BC. Further investigation of the combined MR signature and Gail Model is required. Our assay was limited by scant cellularity of archived breast tissue.


Assuntos
Biomarcadores Tumorais/genética , Neoplasias da Mama/epidemiologia , Transcriptoma/genética , Adulto , Idoso , Biópsia , Mama/patologia , Neoplasias da Mama/genética , Neoplasias da Mama/patologia , Feminino , Seguimentos , Perfilação da Expressão Gênica/métodos , Humanos , Pessoa de Meia-Idade , Valor Preditivo dos Testes , Curva ROC , Medição de Risco/métodos , Análise Serial de Tecidos/métodos
7.
Cancer Immunol Immunother ; 68(3): 517-527, 2019 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-30591959

RESUMO

Small cell lung cancer TP53 mutations lead to expression of tumor antigens that elicits specific cytotoxic T-cell immune responses. In this phase II study, dendritic cells transfected with wild-type TP53 (vaccine) were administered to patients with extensive-stage small cell lung cancer after chemotherapy. Patients were randomized 1:1:1 to arm A (observation), arm B (vaccine alone), or arm C (vaccine plus all-trans-retinoic acid). Vaccine was administered every 2 weeks (3 times), and all patients were to receive paclitaxel at progression. Our primary endpoint was overall response rate (ORR) to paclitaxel. The study was not designed to detect overall response rate differences between arms. Of 69 patients enrolled (performance status 0/1, median age 62 years), 55 were treated in stage 1 (18 in arm A, 20 in arm B, and 17 in arm C) and 14 in stage 2 (arm C only), per 2-stage Simon Minimax design. The vaccine was safe, with mostly grade 1/2 toxicities, although 1 arm-B patient experienced grade 3 fatigue and 8 arm-C patients experienced grade 3 toxicities. Positive immune responses were obtained in 20% of arm B (95% confidence interval [CI], 5.3-48.6) and 43.3% of arm C (95% CI 23.9-65.1). The ORRs to the second-line chemotherapy (including paclitaxel) were 15.4% (95% CI 2.7-46.3), 16.7% (95% CI 2.9-49.1), and 23.8% (95% CI 9.1-47.5) for arms A, B, and C, with no survival differences between arms. Although our vaccine failed to improve ORRs to the second-line chemotherapy, its safety profile and therapeutic immune potential remain. Combinations with the other immunotherapeutic agents are reasonable options.


Assuntos
Vacinas Anticâncer/imunologia , Células Dendríticas/imunologia , Neoplasias Pulmonares/terapia , Recidiva Local de Neoplasia/terapia , Carcinoma de Pequenas Células do Pulmão/terapia , Proteína Supressora de Tumor p53/genética , Vacinação , Adulto , Idoso , Vacinas Anticâncer/efeitos adversos , Feminino , Humanos , Neoplasias Pulmonares/mortalidade , Masculino , Pessoa de Meia-Idade , Paclitaxel/efeitos adversos , Paclitaxel/uso terapêutico , Terapia de Salvação , Carcinoma de Pequenas Células do Pulmão/mortalidade , Transfecção
8.
Bioinformatics ; 34(24): 4141-4150, 2018 12 15.
Artigo em Inglês | MEDLINE | ID: mdl-29878078

RESUMO

Motivation: The use of single nucleotide polymorphism (SNP) interactions to predict complex diseases is getting more attention during the past decade, but related statistical methods are still immature. We previously proposed the SNP Interaction Pattern Identifier (SIPI) approach to evaluate 45 SNP interaction patterns/patterns. SIPI is statistically powerful but suffers from a large computation burden. For large-scale studies, it is necessary to use a powerful and computation-efficient method. The objective of this study is to develop an evidence-based mini-version of SIPI as the screening tool or solitary use and to evaluate the impact of inheritance mode and model structure on detecting SNP-SNP interactions. Results: We tested two candidate approaches: the 'Five-Full' and 'AA9int' method. The Five-Full approach is composed of the five full interaction models considering three inheritance modes (additive, dominant and recessive). The AA9int approach is composed of nine interaction models by considering non-hierarchical model structure and the additive mode. Our simulation results show that AA9int has similar statistical power compared to SIPI and is superior to the Five-Full approach, and the impact of the non-hierarchical model structure is greater than that of the inheritance mode in detecting SNP-SNP interactions. In summary, it is recommended that AA9int is a powerful tool to be used either alone or as the screening stage of a two-stage approach (AA9int+SIPI) for detecting SNP-SNP interactions in large-scale studies. Availability and implementation: The 'AA9int' and 'parAA9int' functions (standard and parallel computing version) are added in the SIPI R package, which is freely available at https://linhuiyi.github.io/LinHY_Software/. Supplementary information: Supplementary data are available at Bioinformatics online.


Assuntos
Polimorfismo de Nucleotídeo Único , Software , Algoritmos , Biologia Computacional , Simulação por Computador , Estatística como Assunto
9.
Bioinformatics ; 33(6): 822-833, 2017 03 15.
Artigo em Inglês | MEDLINE | ID: mdl-28039167

RESUMO

Motivation: Testing SNP-SNP interactions is considered as a key for overcoming bottlenecks of genetic association studies. However, related statistical methods for testing SNP-SNP interactions are underdeveloped. Results: We propose the SNP Interaction Pattern Identifier (SIPI), which tests 45 biologically meaningful interaction patterns for a binary outcome. SIPI takes non-hierarchical models, inheritance modes and mode coding direction into consideration. The simulation results show that SIPI has higher power than MDR (Multifactor Dimensionality Reduction), AA_Full, Geno_Full (full interaction model with additive or genotypic mode) and SNPassoc in detecting interactions. Applying SIPI to the prostate cancer PRACTICAL consortium data with approximately 21 000 patients, the four SNP pairs in EGFR-EGFR , EGFR-MMP16 and EGFR-CSF1 were found to be associated with prostate cancer aggressiveness with the exact or similar pattern in the discovery and validation sets. A similar match for external validation of SNP-SNP interaction studies is suggested. We demonstrated that SIPI not only searches for more meaningful interaction patterns but can also overcome the unstable nature of interaction patterns. Availability and Implementation: The SIPI software is freely available at http://publichealth.lsuhsc.edu/LinSoftware/ . Contact: hlin1@lsuhsc.edu. Supplementary information: Supplementary data are available at Bioinformatics online.


Assuntos
Epistasia Genética , Estudos de Associação Genética/métodos , Polimorfismo de Nucleotídeo Único , Neoplasias da Próstata/genética , Software , Estatística como Assunto , Receptores ErbB/genética , Predisposição Genética para Doença , Humanos , Masculino , Metaloproteinase 16 da Matriz/genética , Modelos Genéticos , Neoplasias da Próstata/metabolismo
10.
J Vasc Interv Radiol ; 29(8): 1101-1108, 2018 08.
Artigo em Inglês | MEDLINE | ID: mdl-30042074

RESUMO

PURPOSE: To evaluate the efficacy and safety of transarterial yttrium-90 glass microsphere radioembolization in patients with unresectable intrahepatic cholangiocarcinoma (ICC). MATERIALS AND METHODS: Retrospective review of 85 consecutive patients (41 men and 44 women; age, 73.4 ± 9.3 years) was performed. Survival data were analyzed by the Kaplan-Meier method, Cox regression models, and the log-rank test. RESULTS: Median overall survival (OS) from diagnosis was 21.4 months (95% confidence interval [CI]: 16.6-28.4); median OS from radioembolization was 12.0 months (95% CI: 8.0-15.2). Seven episodes of severe toxicity occurred. At 3 months, 6.2% of patients had partial response, 64.2% had stable disease, and 29.6% had progressive disease. Median OS from radioembolization was significantly longer in patients with Eastern Cooperative Oncology Group (ECOG) scores of 0 and 1 than patients with an ECOG score of 2 (18.5 vs 5.5 months, P = .0012), and median OS from radioembolization was significantly longer in patients with well-differentiated histology than patients with poorly differentiated histology (18.6 vs 9.7 months, P = .012). Patients with solitary tumors had significantly longer median OS from radioembolization than patients with multifocal disease (25 vs. 6.1 months, P = .006). The absence of extrahepatic metastasis was associated with significantly increased median OS (15.2 vs. 6.8 months, P = .003). Increased time from diagnosis to radioembolization was a negative predictor of OS. The morphology of the tumor (mass-forming or infiltrative, hyper- or hypo-enhancing) had no effect on survival. Post-treatment increased cancer antigen 19-9 level, increased international normalized ratio, decreased albumin, increased bilirubin, increased aspartate aminotransferase, and increased Model for End-Stage Liver Disease score were significant predictors of decreased OS. CONCLUSIONS: These data support the therapeutic role of radioembolization for the treatment of unresectable ICC with good efficacy and an acceptable safety profile.


Assuntos
Neoplasias dos Ductos Biliares/radioterapia , Colangiocarcinoma/radioterapia , Embolização Terapêutica/métodos , Compostos Radiofarmacêuticos/administração & dosagem , Radioisótopos de Ítrio/administração & dosagem , Idoso , Idoso de 80 Anos ou mais , Aspartato Aminotransferases/sangue , Neoplasias dos Ductos Biliares/sangue , Neoplasias dos Ductos Biliares/mortalidade , Neoplasias dos Ductos Biliares/patologia , Bilirrubina/sangue , Antígeno CA-19-9/sangue , Colangiocarcinoma/sangue , Colangiocarcinoma/mortalidade , Colangiocarcinoma/patologia , Embolização Terapêutica/efeitos adversos , Embolização Terapêutica/mortalidade , Feminino , Vidro , Humanos , Coeficiente Internacional Normatizado , Estimativa de Kaplan-Meier , Masculino , Microesferas , Pessoa de Meia-Idade , Análise Multivariada , Modelos de Riscos Proporcionais , Compostos Radiofarmacêuticos/efeitos adversos , Estudos Retrospectivos , Fatores de Risco , Albumina Sérica Humana/metabolismo , Fatores de Tempo , Resultado do Tratamento , Radioisótopos de Ítrio/efeitos adversos
11.
Am J Pathol ; 186(10): 2761-8, 2016 10.
Artigo em Inglês | MEDLINE | ID: mdl-27521996

RESUMO

Human cellular apoptosis susceptibility (chromosomal segregation 1-like, CSE1L) gene plays a role in nuclear-to-cytoplasm transport and chromosome segregation during mitosis, cellular proliferation, and apoptosis. CSE1L is involved in colon carcinogenesis. CSE1L gene expression was assessed with three data sets using Affymetrix U133 + gene chips on normal human colonic mucosa (NR), adenomas (ADs), and colorectal carcinoma (CRC). CSE1L protein expression in CRC, AD, and NR from the same patients was measured by immunohistochemistry using a tissue microarray. We evaluated CSE1L expression in CRC cells (HCT116, SW480, and HT29) and its biological functions. CSE1L mRNA was significantly increased in all AD and CRC compared with NR (P < 0.001 and P = 0.02, respectivly). We observed a change in CSE1L staining intensity and cellular localization by immunohistochemistry. CSE1L was significantly increased during the transition from AD to CRC when compared with NR in a CRC tissue microarray (P = 0.01 and P < 0.001). HCT116, SW480, and HT29 cells also expressed CSE1L protein. CSE1L knockdown by shRNA inhibited protein, resulting in decreased cell proliferation, reduced colony formation in soft agar, and induction of apoptosis. CSE1L protein is expressed early and across all stages of CRC development. shRNA knockdown of CSE1L was associated with inhibition of tumorigenesis in CRC cells. CSE1L may represent a potential target for treatment of CRC.


Assuntos
Adenoma/patologia , Carcinogênese/genética , Proteína de Suscetibilidade a Apoptose Celular/genética , Neoplasias Colorretais/genética , Regulação Neoplásica da Expressão Gênica , Adenoma/genética , Adenoma/metabolismo , Adulto , Idoso , Idoso de 80 Anos ou mais , Apoptose/genética , Linhagem Celular Tumoral , Núcleo Celular/metabolismo , Proliferação de Células , Proteína de Suscetibilidade a Apoptose Celular/metabolismo , Neoplasias Colorretais/metabolismo , Neoplasias Colorretais/patologia , Citoplasma/metabolismo , Células Epiteliais/metabolismo , Células Epiteliais/patologia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Transporte Proteico , Análise Serial de Tecidos , Adulto Jovem
12.
Int J Cancer ; 138(3): 612-9, 2016 Feb 01.
Artigo em Inglês | MEDLINE | ID: mdl-26264211

RESUMO

Cancer stem cells (CSC) contribute to epithelial ovarian cancer (EOC) progression and therapeutic response. We hypothesized that germline single nucleotide polymorphisms (SNPs) in CSC-related genes may predict an initial therapeutic response for women newly diagnosed with EOC. A nested case-control design was used to study 361 women with advanced-stage serous EOC treated with surgery followed by first-line platinum-based combination therapy at Moffitt Cancer Center or as part of The Cancer Genome Atlas Study. "Cases" included 102 incomplete responders (IRs) and "controls" included 259 complete clinical responders (CRs) to therapy. Using Illumina genotyping arrays and imputation, DNA samples were evaluated for 5,509 SNPs in 24 ovarian CSC-related genes. We also evaluated the overall significance of each CSC gene using the admixture maximum likelihood (AML) test, and correlated genotype with EOC tumor tissue expression. The strongest SNP-level associations with an IR to therapy were identified for correlated (r(2) > 0.80) SNPs within signal transducer and activator of transcription 3 (STAT3) [odds ratio (OR), 2.24; 95% confidence interval (CI), 1.32-3.78; p = 0.0027], after adjustment for age, population stratification, grade and residual disease. At the gene level, STAT3 was significantly associated with an IR to therapy (pAML = 0.006). rs1053004, a STAT3 SNP in a putative miRNA-binding site, was associated with STAT3 expression (p = 0.057). This is the first study to identify germline STAT3 variants as independent predictors of an unfavorable therapeutic response for EOC patients. Findings suggest that STAT3 genotype may identify high-risk women likely to respond more favorably to novel therapeutic combinations that include STAT3 inhibitors.


Assuntos
Cistadenocarcinoma Seroso/genética , Neoplasias Epiteliais e Glandulares/genética , Neoplasias Ovarianas/genética , Polimorfismo de Nucleotídeo Único , Fator de Transcrição STAT3/genética , Carcinoma Epitelial do Ovário , Estudos de Casos e Controles , Cistadenocarcinoma Seroso/tratamento farmacológico , Feminino , Humanos , Pessoa de Meia-Idade , Neoplasias Epiteliais e Glandulares/tratamento farmacológico , Neoplasias Ovarianas/tratamento farmacológico , Platina/uso terapêutico , Receptor Notch1/genética
13.
Ann Surg Oncol ; 23(4): 1371-9, 2016 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-26661409

RESUMO

BACKGROUND: Without prospective data establishing a consensus multimodality approach to borderline resectable pancreatic adenocarcinoma, institutional treatment regimens vary. This study investigated the outcomes of the clinical pathway at the author's institution, which consists of neoadjuvant gemcitabine, docetaxel, capecitabine, and stereotactic radiotherapy followed by surgery. METHODS: The study reviewed all cases that met the National Comprehensive Cancer Network (NCCN) diagnostic criteria for borderline resectable pancreatic adenocarcinoma from 1 January 2006, to 31 December 2013. Pancreatectomy rates, margin status, pathologic response, disease-free survival (DFS), disease-specific survival (DSS), and overall survival (OS) were retrospectively examined. Standard statistical methods and Kaplan-Meier survival analysis were used for statistical comparisons. RESULTS: Of 121 patients who met criteria, 101 entered the clinical pathway, and 94 (93.1 %) completed neoadjuvant chemotherapy and radiation therapy. Of the 101 patients, 55 (54.5 %) underwent pancreatectomy, with 53 patients (96.4 %) having microscopically negative margins (R0) and 2 patients (3.6 %) having microscopically positive margins (R1). Vascular resection was required for 22 patients (40 %), with rates of 95.5 % for R0 (n = 21) and 4.5 % for R1 (n = 1). A pathologic response to treatment was demonstrated by 45 patients (81.8 %) and a complete response by 10 patients (14.5 %). Pancreatectomy resulted in a median DFS of 23 months (95 % conflidence interval [CI] 14.5-31.5), a median DSS of 43 months (95 % CI, 25.7-60.3), and a median OS of 33 months (95 % CI, 25.0-41.0) versus a median DSS and OS of 14 months (95 % CI, 10.9-17.1) for patients without pancreatectomy (DSS: P = 3.5 × 10(-13); OS: P = 4.7 × 10(-10)). CONCLUSIONS: The study demonstrated high rates for neoajduvant therapy completion (93.1 %) and pancreatectomy (54.5 %). After pancreatectomy, DSS was significantly improved (43 months), with a pathologic response demonstrated by 81.8 % and a complete response by 14.5 % of the patients. The results support further study of this borderline resectable pancreatic adenocarcinoma clinical pathway.


Assuntos
Adenocarcinoma/patologia , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Procedimentos Clínicos , Terapia Neoadjuvante , Pancreatectomia , Neoplasias Pancreáticas/patologia , Radiocirurgia , Adenocarcinoma/terapia , Idoso , Idoso de 80 Anos ou mais , Capecitabina/administração & dosagem , Terapia Combinada , Desoxicitidina/administração & dosagem , Desoxicitidina/análogos & derivados , Docetaxel , Feminino , Seguimentos , Humanos , Masculino , Pessoa de Meia-Idade , Estadiamento de Neoplasias , Neoplasias Pancreáticas/terapia , Prognóstico , Estudos Prospectivos , Estudos Retrospectivos , Taxa de Sobrevida , Taxoides/administração & dosagem , Gencitabina
14.
Haematologica ; 99(7): 1176-83, 2014 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-24488560

RESUMO

Immune dysregulation is a mechanism contributing to ineffective hematopoiesis in a subset of myelodysplastic syndrome patients. We report the first US multicenter non-randomized, phase II trial examining the efficacy of rabbit(r)-anti-thymocyte globulin using 2.5 mg/kg/day administered daily for 4 doses. The primary end point was hematologic response; secondary end points included duration of response, time to response, time to progression, and tolerance. Nine (33%;95% confidence interval=17%-54%) of the 27 patients treated experienced durable hematologic improvement in an intent-to-treat analysis with a median time to response and median response duration of 75 and 245 days, respectively. While younger age is the most significant factor favoring equine(e)-anti-thymocyte globulin response, treatment outcome on this study was independent of age (P=0.499). A shorter duration between diagnosis and treatment showed a positive trend (P=0.18), but International Prognostic Scoring System score (P=0.150), karyotype (P=0.319), and age-adjusted bone marrow cellularity (P=0.369) were not associated with response classification. Since activated T-lymphocytes are the primary cellular target of anti-thymocyte globulin, a T-cell expression profiling was conducted in a cohort of 38 patients consisting of rabbit and equine-antithymocyte globulin-treated patients. A model containing disease duration, CD8 terminal memory T cells and T-cell proliferation-associated-antigen expression predicted response with the greatest accuracy using a leave-one-out cross validation approach. This profile categorized patients independent of other covariates, including treatment type and age using a leave-one-out-cross-validation approach (75.7%). Therefore, rabbit-anti-thymocyte globulin has hematologic remitting activity in myelodysplastic syndrome and a T-cell activation profile has potential utility classifying those who are more likely to respond (NCT00466843 clinicaltrials.gov).


Assuntos
Soro Antilinfocitário/uso terapêutico , Fatores Imunológicos/uso terapêutico , Síndromes Mielodisplásicas/tratamento farmacológico , Adulto , Idoso , Animais , Soro Antilinfocitário/administração & dosagem , Soro Antilinfocitário/efeitos adversos , Feminino , Seguimentos , Humanos , Fatores Imunológicos/administração & dosagem , Fatores Imunológicos/efeitos adversos , Masculino , Pessoa de Meia-Idade , Síndromes Mielodisplásicas/diagnóstico , Síndromes Mielodisplásicas/imunologia , Síndromes Mielodisplásicas/mortalidade , Prognóstico , Coelhos , Fatores de Risco , Fatores de Tempo , Resultado do Tratamento
15.
Clin Lung Cancer ; 2024 Apr 30.
Artigo em Inglês | MEDLINE | ID: mdl-38825406

RESUMO

BACKGROUND: ALK or EGFR inhibitor is an ideal frontline treatment for patients with advanced non-small cell lung cancer (NSCLC) harboring targetable alteration in ALK or EGFR. However, in the real-world setting, frontline treatment may be delayed or not ideal. For such patients, the benefit of initiating ALK or EGFR inhibitor at a later timepoint remains uninvestigated. METHODS: We utilized a nationwide electronic health record-derived, deidentified database collected from diverse oncology practices across the United States to investigate the timeliness of preferred targeted therapy (PTT). Individualized data obtained from patients with stage IV NSCLC at diagnosis treated with PTT from 2018 to 2023 were analyzed. RESULTS: Data from 3250 patients were analyzed: 2640 patients (81%) with EGFR mutation and 610 patients (19%) with ALK rearrangement. The median time to PTT was 7 weeks from diagnosis with 26.4% of patients started PTT within 1 month. Landmark analyses using timepoints ranging from 1 to 12 months after diagnosis showed that at all timepoints, patients who had started on PTT had a significantly better survival than those who had not. In a multivariable analysis, time to PTT ≤ 1 month from diagnosis was an independent predictor of survival: HR 0.74 (95% CI: 0.62-0.89), P = .002. Time to PTT was significantly associated with age, smoking status and genomic class. CONCLUSIONS: In this population-based analysis, an initiation of PTT occurring as late as at least 1 year from diagnosis still resulted in a significant survival benefit, though the magnitude of benefit appeared decreased as time passed.

16.
Cancers (Basel) ; 16(1)2024 Jan 01.
Artigo em Inglês | MEDLINE | ID: mdl-38201633

RESUMO

BACKGROUND: While multiple cyst features are evaluated for stratifying pancreatic intraductal papillary mucinous neoplasms (IPMN), cyst size is an important factor that can influence treatment strategies. When magnetic resonance imaging (MRI) is used to evaluate IPMNs, no universally accepted sequence provides optimal size measurements. T2-weighted coronal/axial have been suggested as primary measurement sequences; however, it remains unknown how well these and maximum all-sequence diameter measurements correlate with pathology size. This study aims to compare agreement and bias between IPMN long-axis measurements on seven commonly obtained MRI sequences with pathologic size measurements. METHODS: This retrospective cohort included surgically resected IPMN cases with preoperative MRI exams. Long-axis diameter tumor measurements and the presence of worrisome features and/orhigh-risk stigmata were noted on all seven MRI sequences. MRI size and pathology agreement and MRI inter-observer agreement involved concordance correlation coefficient (CCC) and intraclass correlation coefficient (ICC), respectively. The presence of worrisome features and high-risk stigmata were compared to the tumor grade using kappa analysis. The Bland-Altman analysis assessed the systematic bias between MRI-size and pathology. RESULTS: In 52 patients (age 68 ± 13 years, 22 males), MRI sequences produced mean long-axis tumor measurements from 2.45-2.65 cm. The maximum MRI lesion size had a strong agreement with pathology (CCC = 0.82 (95% CI: 0.71-0.89)). The maximum IPMN size was typically observed on the axial T1 arterial post-contrast and MRCP coronal series and overestimated size versus pathology with bias +0.34 cm. The radiologist interobserver agreement reached ICCs 0.74 to 0.91 on the MRI sequences. CONCLUSION: The maximum MRI IPMN size strongly correlated with but tended to overestimate the length compared to the pathology, potentially related to formalin tissue shrinkage during tissue processing.

17.
Carcinogenesis ; 34(4): 858-63, 2013 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-23302291

RESUMO

The highly lethal nature of pancreatic cancer and the increasing recognition of high-risk individuals have made research into chemoprevention a high priority. Here, we tested the chemopreventive activity of δ-tocotrienol, a bioactive vitamin E derivative extracted from palm fruit, in the LSL-Kras(G12D/+);Pdx-1-Cre pancreatic cancer mouse model. At 10 weeks of age, mice (n = 92) were randomly allocated to three groups: (i) no treatment; (ii) vehicle and (iii) δ-tocotrienol (200mg/kg × 2/day, PO). Treatment was continued for 12 months. Mice treated with δ-tocotrienol showed increased median survival from the onset of treatment (11.1 months) compared with vehicle-treated mice (9.7 months) and non-treated mice (8.5 months; P < 0.025). Importantly, none of the mice treated with δ-tocotrienol harbored invasive cancer compared with 10% and 8% in vehicle-treated and non-treated mice, respectively. Furthermore, δ-tocotrienol treatment also resulted in significant suppression of mouse pancreatic intraepithelial neoplasm (mPanIN) progression compared with vehicle-treated and non-treated mice: mPanIN-1: 47-50% (P < 0.09), mPanIN-2: 6-11% (P < 0.001), mPanIN-3: 3-15% (P < 0.001) and invasive cancer: 0-10% (P < 0.001). δ-Tocotrienol treatment inhibited mutant Kras-driven pathways such as MEK/ERK, PI3K/AKT and NF-kB/p65, as well as Bcl-xL and induced p27. δ-Tocotrienol also induced biomarkers of apoptosis such as Bax and activated caspase 3 along with an increase in plasma levels of CK18. In summary, δ-tocotrienol's ability to interfere with oncogenic Kras pathways coupled with the observed increase in median survival and significant delay in PanIN progression highlights the chemopreventative potential of δ-tocotrienol and warrants further investigation of this micronutrient in individuals at high risk for pancreatic cancer.


Assuntos
Carcinoma in Situ/tratamento farmacológico , Carcinoma Ductal Pancreático/tratamento farmacológico , Neoplasias Pancreáticas/tratamento farmacológico , Vitamina E/análogos & derivados , Animais , Apoptose/efeitos dos fármacos , Biomarcadores Tumorais , Carcinoma in Situ/mortalidade , Carcinoma in Situ/prevenção & controle , Carcinoma Ductal Pancreático/mortalidade , Carcinoma Ductal Pancreático/prevenção & controle , Caspase 3/efeitos dos fármacos , Modelos Animais de Doenças , Progressão da Doença , MAP Quinases Reguladas por Sinal Extracelular/antagonistas & inibidores , MAP Quinases Reguladas por Sinal Extracelular/metabolismo , Genótipo , Proteínas de Homeodomínio/genética , Camundongos , Neoplasias Pancreáticas/mortalidade , Neoplasias Pancreáticas/prevenção & controle , Fosfatidilinositol 3-Quinases/metabolismo , Inibidores de Fosfoinositídeo-3 Quinase , Proteínas Proto-Oncogênicas c-akt/antagonistas & inibidores , Proteínas Proto-Oncogênicas c-akt/metabolismo , Proteínas Proto-Oncogênicas p21(ras)/efeitos dos fármacos , Proteínas Proto-Oncogênicas p21(ras)/genética , Sobrevida , Transativadores/genética , Fator de Transcrição RelA/antagonistas & inibidores , Fator de Transcrição RelA/metabolismo , Vitamina E/farmacologia , Proteína bcl-X/antagonistas & inibidores , Proteína bcl-X/metabolismo
18.
J Biol Chem ; 287(48): 40106-18, 2012 Nov 23.
Artigo em Inglês | MEDLINE | ID: mdl-23060449

RESUMO

BACKGROUND: Trim28 appears up-regulated in many cancers. RESULTS: In early stage lung tumors high Trim28 correlates with increased overall survival and Trim28 reduces cell proliferation in model lung cancer cell lines through E2F interactions. CONCLUSION: Trim28 may have a tumor suppressing role in the early stages of lung cancer. SIGNIFICANCE: These results suggest a complex role for Trim28 in lung cancer. Trim28 is a poorly understood transcriptional co-factor with pleiotropic biological activities. Although Trim28 mRNA is found in many studies to be up-regulated in both lung and breast cancer tissues relative to normal adjacent tissue, we found that within a panel of early-stage lung adenocarcinomas high levels of Trim28 protein correlate with better overall survival. This surprising observation suggests that Trim 28 may have anti-proliferative activity within tumors. To test this hypothesis, we used shRNAi to generate Trim28-knockdown breast and lung cancer cell lines and found that Trim28 depletion led to increased cell proliferation. Likewise, overexpression of Trim28 led to decreased cell proliferation. Confocal microscopy indicated co-localization of E2F3 and E2F4 with Trim28 within the cell nucleus, and co-immunoprecipitation assays demonstrated that Trim28 can bind both E2F3 and E2F4. Trim28 overexpression inhibited the transcriptional activity of E2F3 and E2F4, whereas Trim28 deficiency enhanced their activity. Co-immunoprecipitations further indicated that Trim28 bridges an interaction between E2Fs 3 and 4 and HDAC1. Promoter-reporter assays demonstrated that the ability of HDAC1 to repress E2F3 and E2F4-driven transcription is dependent on Trim28. Trim28 depletion increased E2F3 and E2F4 DNA binding activity, as measured by chromatin-immunoprecipitation (ChIP) assays while simultaneously reducing HDAC1 binding. Finally, ChIP-ReChIP experiments demonstrated that Trim/E2F complexes exist on several E2F-regulated promoters. Taken together, these results suggest that Trim28 has anti-proliferative activity in lung cancers via repression of members of the E2F family that are critical for cell proliferation.


Assuntos
Neoplasias da Mama/metabolismo , Proliferação de Células , Fator de Transcrição E2F3/metabolismo , Fator de Transcrição E2F4/metabolismo , Histona Desacetilase 1/metabolismo , Neoplasias Pulmonares/metabolismo , Proteínas Repressoras/metabolismo , Neoplasias da Mama/genética , Neoplasias da Mama/fisiopatologia , Linhagem Celular Tumoral , DNA/genética , DNA/metabolismo , Fator de Transcrição E2F3/genética , Fator de Transcrição E2F4/genética , Feminino , Histona Desacetilase 1/genética , Humanos , Neoplasias Pulmonares/genética , Neoplasias Pulmonares/fisiopatologia , Masculino , Ligação Proteica , Proteínas Repressoras/genética , Proteína 28 com Motivo Tripartido
19.
Cancer Immunol Immunother ; 62(5): 909-18, 2013 May.
Artigo em Inglês | MEDLINE | ID: mdl-23589106

RESUMO

Myeloid-derived suppressor cells (MDSC) are one of the major factors limiting the efficacy of immune therapy. In a clinical trial of patients with extensive stage small cell lung cancer (SCLC), we tested the possibility that targeting MDSC can improve the induction of immune responses by a cancer vaccine. Forty-one patients with extensive stage SCLC were randomized into three arms: arm A--control, arm B--vaccination with dendritic cells transduced with wild-type p53, and arm C--vaccination in combination with MDSC targeted therapy with all-trans-retinoic acid (ATRA). Interim results of the ongoing clinical trial are presented. Pre-treatment levels of MDSC populations in patients from all three arms were similar. Vaccine alone did not affect the proportion of MDSC, whereas in patients treated with ATRA, the MDSC decreased more than twofold (p = 0.02). Before the start of treatment, no patients had detectable p53-specific responses in IFN-γ ELISPOT. Sequential measurements did not show positive p53 responses in any of the 14 patients from arm A. After immunization, only 3 out of 15 patients (20 %) from arm B developed a p53-specific response (p = 0.22). In contrast, in arm C, 5 out of 12 patients (41.7 %) had detectable p53 responses (p = 0.012). The proportion of granzyme B-positive CD8(+) T cells was increased only in patients from arm C but not in arm B. Depletion of MDSC substantially improved the immune response to vaccination, suggesting that this approach can be used to enhance the effect of immune interventions in cancer.


Assuntos
Vacinas Anticâncer/uso terapêutico , Neoplasias Pulmonares/imunologia , Carcinoma de Pequenas Células do Pulmão/imunologia , Idoso , Citocinas/metabolismo , Células Dendríticas/citologia , Feminino , Humanos , Neoplasias Pulmonares/terapia , Masculino , Pessoa de Meia-Idade , Células Mieloides/citologia , Fenótipo , Carcinoma de Pequenas Células do Pulmão/terapia , Tretinoína/metabolismo , Proteína Supressora de Tumor p53/metabolismo
20.
J Clin Med ; 12(4)2023 Feb 17.
Artigo em Inglês | MEDLINE | ID: mdl-36836146

RESUMO

BACKGROUND: Pembrolizumab monotherapy or pembrolizumab plus chemotherapy has become an important frontline treatment for advanced non-small cell lung cancer (NSCLC). To date, it remains unclear how the coronavirus disease 2019 (COVID-19) pandemic impacted the treatment outcome. METHODS: A quasi-experimental study was conducted based on a real-world database, comparing pandemic with pre-pandemic patient cohorts. The pandemic cohort consisted of patients who initiated treatment from March to July 2020, with follow-up through March 2021. The pre-pandemic cohort consisted of those initiating treatment between March and July 2019.The outcome was overall real-world survival. Multivariable Cox-proportional hazard models were constructed. RESULTS: Analyses included data from 2090 patients: 998 in the pandemic cohort and 1092 in the pre-pandemic cohort. Baseline characteristics were comparable, with 33% of patients having PD-L1 expression level ≥50% and 29% of patients receiving pembrolizumab monotherapy. Among those treated with pembrolizumab monotherapy (N = 613), there was a differential impact of the pandemic on survival by PD-L1 expression levels (p-interaction = 0.02). For those with PD-L1 level < 50%, survival was better in the pandemic cohort than the pre-pandemic cohort: hazard ratio (HR) 0.64 (95% CI: 0.43-0.97, p = 0.03). However, for those with PD-L1 level ≥ 50%, survival was not better in the pandemic cohort: HR 1.17 (95% CI: 0.85-1.61, p = 0.34). We found no statistically significant impact of the pandemic on survival among patients treated with pembrolizumab plus chemotherapy. CONCLUSIONS: The COVID-19 pandemic was associated with an increase in survival among patients with lower PD-L1 expression who were treated with pembrolizumab monotherapy. This finding suggests an increased efficacy of immunotherapy due to viral exposure in this population.

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