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1.
Mod Pathol ; : 100557, 2024 Jul 02.
Artículo en Inglés | MEDLINE | ID: mdl-38964503

RESUMEN

Small cell carcinomas (SMC) of the lung are now molecularly classified based on the expression of transcriptional regulators (NEUROD1, ASCL1, POU2F3, YAP1) and DLL3, which has emerged as an investigational therapeutic target. PLCG2 has been shown to identify a distinct subpopulation of lung SMC with stem cell-like and pro-metastasis features and poor prognosis. We analyzed the expression of these novel neuroendocrine markers and their association with traditional neuroendocrine markers and patient outcomes in a cohort of bladder neuroendocrine carcinoma (NEC) consisting of 103 SMC and 19 large cell neuroendocrine carcinomas (LCNEC) assembled in tissue microarrays. Co-expression patterns were assessed and integrated with detailed clinical annotation including overall (OS) and recurrence free survival (RFS) and response to neoadjuvant/adjuvant chemotherapy. We identified five distinct molecular subtypes in bladder SMC based on expression of ASCL1, NEUROD1 and POU2F3: ASCL1+/NEUROD1- (n=33; 34%), ASCL1-/NEUROD1+ (n=21; 21%), ASCL1+/NEUROD1+ (n=17; 17%), POU2F3+ (n=22, 22%), and ASCL1-/NEUROD1-/POU2F3- (n=5, 5%). POU2F3+ tumors were mutually exclusive with those expressing ASCL1 and NEUROD1 and exhibited lower expression of traditional neuroendocrine markers. PLCG2 expression was noted in 33 tumors (32%) and was highly correlated with POU2F3 expression (p < 0.001). DLL3 expression was high in both SMC (n=72, 82%) and LCNEC (n=11, 85%). YAP1 expression was enriched in non- neuroendocrine components and negatively correlated with all neuroendocrine markers. In patients without metastatic disease who underwent radical cystectomy, PLCG2+ or POU2F3+ tumors had shorter RFS and OS (p<0.05), but their expression was not associated with metastasis status or response to neoadjuvant/adjuvant chemotherapy. In conclusion, NEC of the bladder can be divided into distinct molecular subtypes based on the expression of ASCL1, NEUROD1 and POU2F3. POU2F3 expressing tumors represent an ASCL1/NEUROD1-negative subset of bladder NEC characterized by lower expression of traditional neuroendocrine markers. Marker expression patterns were similar in SMC and LCNEC. Expression of PLCG2 and POU2F3 was associated with shorter recurrence-free and overall survival. DLL3 was expressed at high levels in both SMC and LCNEC of the bladder, nominating it as a potential therapeutic target.

2.
PLoS Comput Biol ; 17(11): e1009501, 2021 11.
Artículo en Inglés | MEDLINE | ID: mdl-34752448

RESUMEN

In recent literature, the human microbiome has been shown to have a major influence on human health. To investigate this impact, scientists study the composition and abundance of bacterial species, commonly using 16S rRNA gene sequencing, among patients with and without a disease or condition. Methods for such investigations to date have focused on the association between individual bacterium and an outcome, and higher-order pairwise relationships or interactions among bacteria are often avoided due to the substantial increase in dimension and the potential for spurious correlations. However, overlooking such relationships ignores the environment of the microbiome, where there is dynamic cooperation and competition among bacteria. We present a method for identifying and ranking pairs of bacteria that have a differential dichotomized relationship across outcomes. Our approach, implemented in an R package PairSeek, uses the stability selection framework with data-driven dichotomized forms of the pairwise relationships. We illustrate the properties of the proposed method using a published oral cancer data set and a simulation study.


Asunto(s)
Algoritmos , Bacterias/genética , Microbiota/genética , Microbiota/fisiología , Bacterias/clasificación , Bacterias/aislamiento & purificación , Estudios de Casos y Controles , Biología Computacional , Simulación por Computador , Bases de Datos Genéticas , Interacciones Microbiota-Huesped/genética , Interacciones Microbiota-Huesped/fisiología , Humanos , Modelos Logísticos , Neoplasias de la Boca/microbiología , Pronóstico , ARN Ribosómico 16S/genética , Programas Informáticos , Especificidad de la Especie
3.
Br J Cancer ; 124(7): 1214-1221, 2021 03.
Artículo en Inglés | MEDLINE | ID: mdl-33473164

RESUMEN

BACKGROUND: Plasmacytoid urothelial carcinoma (PUC) is a rare, aggressive histologic variant of urothelial cancer characterised by a diffuse growth pattern and CDH1 mutation. We studied the efficacy of preoperative platinum-based chemotherapy in nonmetastatic PUC and immune checkpoint inhibitors (ICIs) in advanced PUC. METHODS: Cases of nonmetastatic PUC and advanced PUC treated with ICIs at our institution were identified. Outcomes were compared to those of a published cohort of patients with urothelial carcinoma not otherwise specified. RESULTS: We identified 81 patients with nonmetastatic PUC. Of the patients with localised disease who underwent neoadjuvant chemotherapy, pathologic complete response and downstaging rates were 12 and 21%, respectively. Pathologic downstaging was not associated with significant improvement in clinical outcomes. Up to 18% of localised disease and 28% of locally advanced cases had unresectable disease at the time of surgery. ICI-treated advanced PUC (N = 21) had progression-free and overall survival of 4.5 and 10.5 months, respectively, and a 38% response rate. FGFR3 and DNA damage response gene alterations were observed in 3 and 15% of cases, respectively. CONCLUSIONS: PUC is associated with high disease burden and poor chemosensitivity. Increased awareness and recognition of this disease variant will allow for new treatment strategies.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Biomarcadores de Tumor/genética , Inhibidores de Puntos de Control Inmunológico/uso terapéutico , Mutación , Terapia Neoadyuvante/mortalidad , Neoplasias de la Vejiga Urinaria/patología , Adulto , Anciano , Anciano de 80 o más Años , Femenino , Estudios de Seguimiento , Humanos , Masculino , Persona de Mediana Edad , Pronóstico , Estudios Retrospectivos , Tasa de Supervivencia , Neoplasias de la Vejiga Urinaria/tratamiento farmacológico , Neoplasias de la Vejiga Urinaria/genética , Adulto Joven
4.
Biometrics ; 77(1): 283-292, 2021 03.
Artículo en Inglés | MEDLINE | ID: mdl-32135575

RESUMEN

A common task for the cancer pathologist is to determine, in a patient suffering from cancer, whether a new tumor in a distinct anatomic site from the primary is an independent occurrence of cancer or a metastasis. As mutational profiling of tumors becomes more widespread in routine clinical practice, this diagnostic task can be greatly enhanced by comparing mutational profiles of the tumors to determine if they are sufficiently similar to conclude that the tumors are clonally related, that is, one is a metastasis of the other. We present here a likelihood ratio test for clonal relatedness in this setting and provide evidence of its validity. The test is unusual in that there are two possible alternative hypotheses, representing the two anatomic sites from which the single clonal cell could have initially emerged. Although evidence for clonal relatedness is largely provided by the presence of exact mutational matches in the two tumors, we show that it is possible to observe data where the test is statistically significant even when no matches are observed. This can occur when the mutational profile of one of the tumors is closely aligned with the anatomic site of the other tumor, suggesting indirectly that the tumor originated in that other site. We exhibit examples of this phenomenon and recommend a strategy for interpreting the results of these tests in practice.


Asunto(s)
Neoplasias , Células Clonales , Humanos , Funciones de Verosimilitud , Mutación/genética , Neoplasias/genética
5.
Lancet Oncol ; 21(2): 283-293, 2020 02.
Artículo en Inglés | MEDLINE | ID: mdl-31870811

RESUMEN

BACKGROUND: Obesity is associated with an increased risk of developing clear cell renal cell carcinoma (RCC) but, paradoxically, obesity is also associated with improved oncological outcomes in this cancer. Because the biological mechanisms underlying this paradoxical association are poorly understood, we aimed to identify transcriptomic differences in primary tumour and peritumoral adipose tissue between obese patients and those at a normal weight. METHODS: In this cohort study, we assessed data from five independent clinical cohorts of patients with clear cell RCC aged 18 years and older. Overweight patients were excluded from each cohort for our analysis. We assessed patients from the COMPARZ phase 3 clinical trial, a cohort from the Cancer Genome Atlas (TCGA), and a Memorial Sloan Kettering (MSK) observational immunotherapy cohort for their inclusion into our study. We assessed overall survival in obese patients (those with a body-mass index [BMI] ≥30 kg/m2) and in patients with a normal weight (BMI 18·5-24·9 kg/m2, as per WHO's BMI categories), defined as the time from treatment initiation (in the COMPARZ and MSK immunotherapy cohorts) or surgery (in the TCGA cohort) to the date of any-cause death or of censoring on the day of the last follow-up. We also evaluated and validated transcriptomic differences in the primary tumours of obese patients compared with those of a normal weight. We compared gene-expression differences in peritumoral adipose tissue and tumour tissue in an additional, prospectively collected cohort of patients with non-metastatic clear cell RCC (the MSK peritumoral adipose tissue cohort). We analysed differences in gene expression between obese patients and those at a normal weight in the COMPARZ, TCGA, and peritumoral adipose tissue cohorts. We also assessed the tumour immune microenvironment in a prospective cohort of patients who had nephrectomy for localised RCC at MSK. FINDINGS: Of the 453 patients in the COMPARZ trial, 375 (83%) patients had available microarray data, pretreatment BMI measurements, and overall survival data for analyses, and we excluded 119 (26%) overweight patients, leaving a final cohort of 256 (68%) patients from this study for our analyses. From 332 patients in the TCGA cohort, we evaluated clinical and demographic data from 152 (46%) patients with advanced (ie, stages III and IV) clear cell RCC treated by nephrectomy; after exclusion of 59 (39%) overweight patients, our final cohort consisted of 93 (61%) patients. After exclusion of 74 (36%) overweight patients from the initial MSK immunotherapy study population of 203 participants, our final cohort for overall survival analysis comprised 129 (64%) participants. We found that overall survival was longer in obese patients than in those with normal weight in the TCGA cohort, after adjustment for stage or grade (adjusted HR 0·41, 95% CI 0·22-0·75), and in the COMPARZ clinical trial after adjustment for International Metastatic RCC Database (IMDC) risk score (0·68, 0·48-0·96). In the MSK immunotherapy cohort, the inverse association of BMI with mortality (HR 0·54, 95% CI 0·31-0·95) was not significant after adjustment for IMDC risk score (adjusted HR 0·72, 95% CI 0·40-1·30). Tumours of obese patients showed higher angiogenic scores on gene-set enrichment analysis-derived hallmark gene set angiogenesis signatures than did those of patients at a normal weight, but the degree of immune cell infiltration did not differ by BMI. We found increased peritumoral adipose tissue inflammation in obese patients relative to those at a normal weight, especially in peritumoral fat near the tumour. INTERPRETATION: We found aspects of the tumour microenvironment that vary by BMI in the tumour and peritumoral adipose tissue, which might contribute to the apparent survival advantage in obese patients with clear cell RCC compared with patients at a normal weight. The complex interplay between the clear cell RCC tumour and peritumoral adipose tissue microenvironment might have clinical relevance and warrants further investigation. FUNDING: Ruth L Kirschstein Research Service Award, American Society of Clinical Oncology Young Investigator Award, MSK's Ludwig Center, Weiss Family Kidney Research Fund, Novartis, The Sidney Kimmel Center for Prostate and Urologic Cancers, and the National Institutes of Health (National Cancer Institute) Cancer Center Support Grant.


Asunto(s)
Tejido Adiposo/metabolismo , Carcinoma de Células Renales/genética , Neoplasias Renales/genética , Obesidad/genética , Transcriptoma , Anciano , Índice de Masa Corporal , Carcinoma de Células Renales/inmunología , Carcinoma de Células Renales/mortalidad , Carcinoma de Células Renales/terapia , Ensayos Clínicos Fase III como Asunto , Bases de Datos Factuales , Femenino , Perfilación de la Expresión Génica , Humanos , Neoplasias Renales/inmunología , Neoplasias Renales/mortalidad , Neoplasias Renales/terapia , Masculino , Persona de Mediana Edad , Neovascularización Patológica , Obesidad/inmunología , Obesidad/mortalidad , Estudios Observacionales como Asunto , Estudios Prospectivos , Estudios Retrospectivos , Factores de Riesgo , Resultado del Tratamiento , Microambiente Tumoral
6.
Cancer ; 126(20): 4532-4544, 2020 10 15.
Artículo en Inglés | MEDLINE | ID: mdl-32767682

RESUMEN

BACKGROUND: The phosphatidyl 3-inositol kinase (PI3K)/Akt/mechanistic target of rapamycin (mTOR) pathway frequently is activated in patients with urothelial carcinoma (UC). In the current study, the authors performed a phase 2 study evaluating the efficacy of the pan-isoform class I PI3K inhibitor buparlisib in patients with platinum-refractory metastatic UC. METHODS: Two cohorts were recruited: an initial genetically unselected cohort and a subsequent expansion cohort of patients with PI3K/Akt/mTOR pathway-altered tumors. The primary endpoint was the 2-month progression-free survival rate. A rate of ≥80% was considered promising using a Simon 2-stage minimax design. Secondary endpoints included safety and correlation of markers of PI3K pathway activation with outcome. RESULTS: Six of 13 evaluable patients within the initial cohort demonstrated stable disease and 1 demonstrated a partial response, which was below the cutoff of 9 patients required to proceed to stage 2. Three of the patients with stable disease and the patient with a partial response harbored somatic TSC1 alterations. Four patients subsequently were recruited onto an expansion cohort: 3 patients with TSC1 alterations and 1 patient with a PIK3CA-activating mutation. No patient achieved disease control at 8 weeks and accrual was halted. Of the 19 patients evaluable for toxicity, 17 demonstrated treatment-related toxicities, 2 of whom had to discontinue therapy. CONCLUSIONS: Buparlisib was found to demonstrate modest activity in patients with metastatic UC whose tumors harbored TSC1 loss of function alterations; however, this was not a robust predictor of response to buparlisib. The pattern of genetic coalterations likely influences drug sensitivity. Given the modest clinical activity and substantial toxicity of buparlisib, future trials of PI3K inhibitors in patients with UC should focus on isoform-selective PI3K inhibitors in genomically selected patients. LAY SUMMARY: The phosphatidyl 3-inositol kinase (PI3K)/Akt/mechanistic target of rapamycin (mTOR) signaling pathway frequently is upregulated in patients with metastatic urothelial carcinoma (UC). This trial explored buparlisib, an inhibitor of the pathway, in patients with heavily pretreated metastatic UC. Although the drug was found to have modest efficacy, with 6 patients experiencing stable disease and 1 patient achieving a partial response at 8 weeks on therapy, significant side effects also were observed. Patients with specific genetic alterations responded to treatment. Further studies of PI3K pathway inhibition are warranted using newer agents that have superior toxicity profiles and are more selective inhibitors of the pathway.


Asunto(s)
Aminopiridinas/uso terapéutico , Morfolinas/uso terapéutico , Fosfatidilinositol 3-Quinasa/uso terapéutico , Neoplasias Urológicas/tratamiento farmacológico , Anciano , Anciano de 80 o más Años , Aminopiridinas/farmacología , Línea Celular Tumoral , Femenino , Humanos , Masculino , Persona de Mediana Edad , Morfolinas/farmacología , Metástasis de la Neoplasia , Fosfatidilinositol 3-Quinasa/farmacología
7.
Bioinformatics ; 35(22): 4776-4778, 2019 11 01.
Artículo en Inglés | MEDLINE | ID: mdl-31198957

RESUMEN

SUMMARY: The Clonality R package is a practical tool to assess the clonal relatedness of two tumors from the same patient. We have previously presented its functionality for testing tumors using loss of heterozygosity data or copy number arrays. Since then somatic mutation data have been more widely available through next generation sequencing and we have developed new methodology for comparing the tumors' mutational profiles. We thus extended the package to include these two new methods for comparing tumors as well as the mutational frequency estimation from external data required for their implementation. The first method is a likelihood ratio test that is readily available on a patient by patient basis. The second method employs a random-effects model to estimate both the population and individual probabilities of clonal relatedness from a group of patients with pairs of tumors. The package is available on Bioconductor. AVAILABILITY AND IMPLEMENTATION: Bioconductor (http://bioconductor.org/packages/release/bioc/html/Clonality.html). SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Asunto(s)
Neoplasias , Programas Informáticos , Secuenciación de Nucleótidos de Alto Rendimiento , Humanos , Mutación
8.
BMC Bioinformatics ; 20(1): 555, 2019 Nov 08.
Artículo en Inglés | MEDLINE | ID: mdl-31703552

RESUMEN

BACKGROUND: We previously introduced a random-effects model to analyze a set of patients, each of which has two distinct tumors. The goal is to estimate the proportion of patients for which one of the tumors is a metastasis of the other, i.e. where the tumors are clonally related. Matches of mutations within a tumor pair provide the evidence for clonal relatedness. In this article, using simulations, we compare two estimation approaches that we considered for our model: use of a constrained quasi-Newton algorithm to maximize the likelihood conditional on the random effect, and an Expectation-Maximization algorithm where we further condition the random-effect distribution on the data. RESULTS: In some specific settings, especially with sparse information, the estimation of the parameter of interest is at the boundary a non-negligible number of times using the first approach, while the EM algorithm gives more satisfactory estimates. This is of considerable importance for our application, since an estimate of either 0 or 1 for the proportion of cases that are clonal leads to individual probabilities being 0 or 1 in settings where the evidence is clearly not sufficient for such definitive probability estimates. CONCLUSIONS: The EM algorithm is a preferable approach for our clonality random-effect model. It is now the method implemented in our R package Clonality, making available an easy and fast way to estimate this model on a range of applications.


Asunto(s)
Algoritmos , Neoplasias/clasificación , Probabilidad , Células Clonales , Simulación por Computador , Femenino , Humanos , Funciones de Verosimilitud
9.
J Comput Assist Tomogr ; 43(4): 628-633, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-31162237

RESUMEN

OBJECTIVES: This study aimed to quantify nonenhancing tumor (NT) component in clear cell renal cell carcinoma (ccRCC) and assess its association with histologically defined tumor necrosis, stage, and survival outcomes. METHODS: Among 183 patients with ccRCC, multi-institutional changes in computed tomography attenuation of tumor voxels were used to quantify percent of NT. Associations of NT with histologic tumor necrosis and tumor stage/grade were tested using Wilcoxon signed rank test and with survival outcomes using Kaplan-Meier curves/Cox regression analysis. RESULTS: Nonenhancing tumor was higher in ccRCC with tumor necrosis (11% vs 7%; P = 0.040) and higher pathological stage (P = 0.042 and P < 0.001, respectively). Patients with greater NT had higher incidence of cancer recurrence after resection (P < 0.001) and cancer-specific mortality (P < 0.001). CONCLUSION: Nonenhancing tumor on preoperative computed tomographic scans in patients with ccRCC correlates with tumor necrosis and stage and may serve as an independent imaging prognostic biomarker for cancer recurrence and cancer-specific survival.


Asunto(s)
Carcinoma de Células Renales , Neoplasias Renales , Adulto , Anciano , Anciano de 80 o más Años , Carcinoma de Células Renales/diagnóstico por imagen , Carcinoma de Células Renales/epidemiología , Carcinoma de Células Renales/mortalidad , Carcinoma de Células Renales/patología , Femenino , Humanos , Neoplasias Renales/diagnóstico por imagen , Neoplasias Renales/epidemiología , Neoplasias Renales/mortalidad , Neoplasias Renales/patología , Masculino , Persona de Mediana Edad , Necrosis , Pronóstico , Estudios Retrospectivos
10.
PLoS Genet ; 12(12): e1006501, 2016 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-27997549

RESUMEN

Neuroblastoma is characterized by a relative paucity of recurrent somatic mutations at diagnosis. However, recent studies have shown that the mutational burden increases at relapse, likely as a result of clonal evolution of mutation-carrying cells during primary treatment. To inform the development of personalized therapies, we sought to further define the frequency of potentially actionable mutations in neuroblastoma, both at diagnosis and after chemotherapy. We performed a retrospective study to determine mutation frequency, the only inclusion criterion being availability of cancer gene panel sequencing data from Foundation Medicine. We analyzed 151 neuroblastoma tumor samples: 44 obtained at diagnosis, 42 at second look surgery or biopsy for stable disease after chemotherapy, and 59 at relapse (6 were obtained at unknown time points). Nine patients had multiple tumor biopsies. ALK was the most commonly mutated gene in this cohort, and we observed a higher frequency of suspected oncogenic ALK mutations in relapsed disease than at diagnosis. Patients with relapsed disease had, on average, a greater number of mutations reported to be recurrent in cancer, and a greater number of mutations in genes that are potentially targetable with available therapeutics. We also observed an enrichment of reported recurrent RAS/MAPK pathway mutations in tumors obtained after chemotherapy. Our data support recent evidence suggesting that neuroblastomas undergo substantial mutational evolution during therapy, and that relapsed disease is more likely to be driven by a targetable oncogenic pathway, highlighting that it is critical to base treatment decisions on the molecular profile of the tumor at the time of treatment. However, it will be necessary to conduct prospective clinical trials that match sequencing results to targeted therapeutic intervention to determine if cancer genomic profiling improves patient outcomes.


Asunto(s)
Evolución Clonal/genética , Mutación/genética , Recurrencia Local de Neoplasia/genética , Neuroblastoma/genética , Proteínas Tirosina Quinasas Receptoras/genética , Adolescente , Adulto , Anciano , Quinasa de Linfoma Anaplásico , Niño , Preescolar , Femenino , Secuenciación de Nucleótidos de Alto Rendimiento , Humanos , Lactante , Recién Nacido , Sistema de Señalización de MAP Quinasas/genética , Masculino , Persona de Mediana Edad , Recurrencia Local de Neoplasia/tratamiento farmacológico , Recurrencia Local de Neoplasia/patología , Neuroblastoma/tratamiento farmacológico , Neuroblastoma/patología , Neuroblastoma/cirugía , Estudios Retrospectivos , Proteínas ras/genética
11.
Int J Cancer ; 142(2): 347-356, 2018 01 15.
Artículo en Inglés | MEDLINE | ID: mdl-28921573

RESUMEN

A cancer in the contralateral breast in a woman with a previous or synchronous breast cancer is typically considered to be an independent primary tumor. Emerging evidence suggests that in a small subset of these cases the second tumor represents a metastasis. We sought to investigate the issue using massively parallel sequencing targeting 254 genes recurrently mutated in breast cancer. We examined the tumor archives at Memorial Sloan Kettering Cancer Center for the period 1995-2006 to identify cases of contralateral breast cancer where surgery for both tumors was performed at the Center. We report results from 49 patients successfully analyzed by a targeted massively parallel sequencing assay. Somatic mutations and copy number alterations were defined by state-of-the-art algorithms. Clonal relatedness was evaluated by statistical tests specifically designed for this purpose. We found evidence that the tumors in contralateral breasts were clonally related in three cases (6%) on the basis of matching mutations at codons where somatic mutations are rare. Clinical data and the presence of similar patterns of gene copy number alterations were consistent with metastasis for all three cases. In three additional cases, there was a solitary matching mutation at a common PIK3CA locus. The results suggest that a subset of contralateral breast cancers represent metastases rather than independent primary tumors. Massively parallel sequencing analysis can provide important evidence to clarify the diagnosis. However, given the inter-tumor mutational heterogeneity in breast cancer, sufficiently large gene panels need to be employed to define clonality convincingly in all cases.


Asunto(s)
Biomarcadores de Tumor/genética , Neoplasias de la Mama/patología , Secuenciación de Nucleótidos de Alto Rendimiento/métodos , Neoplasias Primarias Secundarias/secundario , Neoplasias de la Mama/genética , Variaciones en el Número de Copia de ADN , Femenino , Humanos , Metástasis Linfática , Mutación , Neoplasias Primarias Secundarias/genética
12.
World J Urol ; 36(4): 645-653, 2018 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-29344681

RESUMEN

PURPOSE: To evaluate the impact of timing of blood transfusion in patients with upper tract urothelial carcinoma (UTUC) treated with radical nephroureterectomy (RNU). METHODS: Outcomes of consecutive patients with UTUC treated with RNU were analyzed. Clinicopathologic factors were compared using Fisher's exact test or the Wilcoxon rank-sum test between patients who received any transfusion and no transfusion, and between patients receiving intraoperative transfusion only and patients receiving no transfusion. Cancer-specific and overall survival were estimated and multivariable analyses were performed to assess the impact of timing of transfusion on clinical outcomes. RESULTS: Among 402 patients included in this study, 71 (17.6%) patients received a transfusion at any point and 27 (6.7%) patients received an intraoperative blood transfusion. Transfusion at any time, patient comorbidity, high grade, advanced stage, positive surgical margins, low preoperative hemoglobin, longer operative duration, and increased blood loss were significantly associated with cancer-specific survival (DSS) on univariable analysis (HR 1.85, 95% CI 1.20-2.85, p < 0.005). In the multivariable analysis, transfusion at any point was not a prognostic factor (HR 1.00, 95% CI 0.60-1.68, p = 0.99). When examining intraoperatively transfusion only, transfusion was significantly associated with DSS (HR 1.91, 95% CI 1.01-3.59, p = 0.045) but no longer significant in multivariable analysis (HR 0.72, 95% CI 0.32-1.65, p = 0.440). CONCLUSIONS: Our study indicates that the administration of blood transfusion either intraoperatively or postoperatively is not associated with clinical or oncological outcomes in patients with upper tract urothelial carcinoma when adjusted for other factors in multivariable analysis. Further study is required.


Asunto(s)
Transfusión Sanguínea/métodos , Carcinoma de Células Transicionales , Neoplasias Renales , Nefroureterectomía , Neoplasias Ureterales , Anciano , Carcinoma de Células Transicionales/sangre , Carcinoma de Células Transicionales/patología , Carcinoma de Células Transicionales/cirugía , Femenino , Hemoglobinas/análisis , Humanos , Cuidados Intraoperatorios/métodos , Neoplasias Renales/sangre , Neoplasias Renales/mortalidad , Neoplasias Renales/patología , Neoplasias Renales/cirugía , Masculino , Estadificación de Neoplasias , Nefroureterectomía/efectos adversos , Nefroureterectomía/métodos , Nefroureterectomía/estadística & datos numéricos , Evaluación de Procesos y Resultados en Atención de Salud , Cuidados Posoperatorios/métodos , Pronóstico , Factores de Riesgo , Análisis de Supervivencia , Tiempo de Tratamiento , Estados Unidos/epidemiología , Neoplasias Ureterales/sangre , Neoplasias Ureterales/mortalidad , Neoplasias Ureterales/patología , Neoplasias Ureterales/cirugía , Urotelio/patología
13.
Biometrics ; 74(1): 321-330, 2018 03.
Artículo en Inglés | MEDLINE | ID: mdl-28482133

RESUMEN

Next generation sequencing panels are being used increasingly in cancer research to study tumor evolution. A specific statistical challenge is to compare the mutational profiles in different tumors from a patient to determine the strength of evidence that the tumors are clonally related, that is, derived from a single, founder clonal cell. The presence of identical mutations in each tumor provides evidence of clonal relatedness, although the strength of evidence from a match is related to how commonly the mutation is seen in the tumor type under investigation. This evidence must be weighed against the evidence in favor of independent tumors from non-matching mutations. In this article, we frame this challenge in the context of diagnosis using a novel random effects model. In this way, by analyzing a set of tumor pairs, we can estimate the proportion of cases that are clonally related in the sample as well as the individual diagnostic probabilities for each case. The method is illustrated using data from a study to determine the clonal relationship of lobular carcinoma in situ with subsequent invasive breast cancers, where each tumor in the pair was subjected to whole exome sequencing. The statistical properties of the method are evaluated using simulations, demonstrating that the key model parameters are estimated with only modest bias in small samples in most configurations.


Asunto(s)
Células Clonales/patología , Modelos Estadísticos , Mutación , Neoplasias de la Mama/diagnóstico , Neoplasias de la Mama/genética , Neoplasias de la Mama/patología , Carcinoma Lobular/diagnóstico , Carcinoma Lobular/genética , Carcinoma Lobular/patología , Simulación por Computador , Femenino , Humanos , Invasividad Neoplásica , Secuenciación del Exoma
15.
Pediatr Blood Cancer ; 64(11)2017 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-28544128

RESUMEN

BACKGROUND: Diffuse intrinsic pontine gliomas (DIPGs) and high-grade astrocytomas (HGA) continue to have dismal prognoses. The combination of cetuximab and irinotecan was demonstrated to be safe and tolerable in a previous pediatric phase 1 combination study. We developed this phase 2 trial to investigate the safety and efficacy of cetuximab given with radiation therapy followed by adjuvant cetuximab and irinotecan. METHODS: Eligible patients of age 3-21 years had newly diagnosed DIPG or HGA. Patients received radiation therapy (5,940 cGy) with concurrent cetuximab. Following radiation, patients received cetuximab weekly and irinotecan daily for 5 days per week for 2 weeks every 21 days for 30 weeks. Correlative studies were performed. The regimen was considered to be promising if the number of patients with 1-year progression-free survival (PFS) for DIPG and HGA was at least six of 25 and 14 of 26, respectively. RESULTS: Forty-five evaluable patients were enrolled (25 DIPG and 20 HGA). Six patients with DIPG and five with HGA were progression free at 1 year from the start of therapy with 1-year PFS of 29.6% and 18%, respectively. Fatigue, gastrointestinal complaints, electrolyte abnormalities, and rash were the most common adverse events and generally of grade 1 and 2. Increased epidermal growth factor receptor copy number but no K-ras mutations were identified in available samples. CONCLUSIONS: The trial did not meet the predetermined endpoint to deem this regimen successful for HGA. While the trial met the predetermined endpoint for DIPG, overall survival was not markedly improved from historical controls, therefore does not merit further study in this population.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Astrocitoma/terapia , Neoplasias del Tronco Encefálico/terapia , Quimioradioterapia/mortalidad , Glioma/terapia , Adolescente , Adulto , Astrocitoma/patología , Neoplasias del Tronco Encefálico/patología , Camptotecina/administración & dosificación , Camptotecina/análogos & derivados , Cetuximab/administración & dosificación , Niño , Preescolar , Terapia Combinada , Femenino , Estudios de Seguimiento , Glioma/patología , Humanos , Irinotecán , Masculino , Estadificación de Neoplasias , Pronóstico , Tasa de Supervivencia , Adulto Joven
16.
Int J Clin Pharmacol Ther ; 55(3): 203-209, 2017 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-28177276

RESUMEN

OBJECTIVE: To examine germline single nucleotide polymorphisms (SNPs) as markers of response to gemcitabine platinum (GP) combination chemotherapy in urothelial carcinoma (UC). METHODS: Saliva or blood was prospectively collected from 216 patients treated with GP for UC of the bladder between 1991 and 2011. Based on reported associations with gemcitabine and cisplatin response or putative mechanisms of gemcitabine or cisplatin/carboplatin activity, we selected SNPs of interest and were able to genotype 59 SNPs (using the SequenomMass ARRAYiPLEX platform) in 261 patients randomly split 2/3 into a training set (n = 174) and 1/3 into a test set (n = 87). Logistic regression was used to test the association between response to GP and SNPs. RESULTS: The median age at diagnosis was 64 years (range: 28 - 85) for the discovery set and 67 years (range: 30 - 84) for the validation set. Males composed 76% and 69%, and white non-Hispanics composed 88% and 91% of the training and test validation sets, respectively. Three SNPs on GALNTL4 (rs7937567, rs12278731, and rs9988868) and one intergenic SNP (rs1321391) were significantly associated with response to GP in the training set and were used to build a SNP score. However, when assessed in the test set, the SNP score was not significantly associated with response. CONCLUSION: Multiple SNPs selected from previous studies failed to predict response to GP in this cohort. Larger studies capable of accounting for population-based allele frequency heterogeneity may be required for replication of genetic alterations important to pharmacogenomics.
.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/farmacocinética , Carboplatino/farmacocinética , Carcinoma/tratamiento farmacológico , Cisplatino/farmacocinética , Desoxicitidina/análogos & derivados , N-Acetilgalactosaminiltransferasas/genética , Variantes Farmacogenómicas , Polimorfismo de Nucleótido Simple , Neoplasias de la Vejiga Urinaria/tratamiento farmacológico , Urotelio/efectos de los fármacos , Adulto , Anciano , Anciano de 80 o más Años , Protocolos de Quimioterapia Combinada Antineoplásica/administración & dosificación , Protocolos de Quimioterapia Combinada Antineoplásica/efectos adversos , Protocolos de Quimioterapia Combinada Antineoplásica/sangre , Carboplatino/administración & dosificación , Carboplatino/efectos adversos , Carcinoma/genética , Carcinoma/patología , Cisplatino/administración & dosificación , Cisplatino/efectos adversos , Cisplatino/sangre , Desoxicitidina/administración & dosificación , Desoxicitidina/efectos adversos , Desoxicitidina/sangre , Desoxicitidina/farmacocinética , Femenino , Genotipo , Humanos , Intrones , Modelos Logísticos , Masculino , Persona de Mediana Edad , Modelos Genéticos , N-Acetilgalactosaminiltransferasas/metabolismo , Farmacogenética , Fenotipo , Estudios Prospectivos , Resultado del Tratamiento , Neoplasias de la Vejiga Urinaria/genética , Neoplasias de la Vejiga Urinaria/patología , Urotelio/patología , Gemcitabina , Polipéptido N-Acetilgalactosaminiltransferasa
17.
Breast Cancer Res ; 18(1): 66, 2016 06 23.
Artículo en Inglés | MEDLINE | ID: mdl-27334989

RESUMEN

BACKGROUND: Recent evidence suggests that lobular carcinoma in situ (LCIS) can be a clonal precursor of invasive breast cancers of both the ductal and lobular phenotypes. We sought to confirm these findings with an extensive study of fresh frozen breast specimens from women undergoing mastectomy. METHODS: Patients with a history of LCIS presenting for therapeutic mastectomy were identified prospectively. Frozen tissue blocks were collected, screened for lesions of interest, and subjected to microdissection and DNA extraction. Copy number profiling, whole-exome sequencing, or both were performed. Clonal relatedness was assessed using specialized statistical techniques developed for this purpose. RESULTS: After exclusions for genotyping failure, a total of 84 lesions from 30 patients were evaluated successfully. Strong evidence of clonal relatedness was observed between an LCIS lesion and the invasive cancer for the preponderance of cases with lobular carcinoma. Anatomically distinct in situ lesions of both ductal and lobular histology were also shown to be frequently clonally related. CONCLUSIONS: These data derived from women with LCIS with or without invasive cancer confirm that LCIS is commonly the clonal precursor of invasive lobular carcinoma and that distinct foci of LCIS frequently share a clonal origin, as do foci of LCIS and ductal carcinoma in situ.


Asunto(s)
Carcinoma de Mama in situ/genética , Neoplasias de la Mama/genética , Carcinoma Lobular/genética , Evolución Clonal/genética , Carcinoma de Mama in situ/patología , Carcinoma de Mama in situ/cirugía , Neoplasias de la Mama/patología , Neoplasias de la Mama/cirugía , Carcinoma Lobular/patología , Carcinoma Lobular/cirugía , Hibridación Genómica Comparativa , Variaciones en el Número de Copia de ADN , Exoma , Femenino , Frecuencia de los Genes , Secuenciación de Nucleótidos de Alto Rendimiento , Humanos , Mastectomía , Mutación
18.
Cancer ; 122(5): 712-21, 2016 Mar 01.
Artículo en Inglés | MEDLINE | ID: mdl-26618338

RESUMEN

BACKGROUND: The current study compared the incidence of vascular thromboembolic events (VTEs) in patients with metastatic or unresectable urothelial carcinoma (UC) who were treated with gemcitabine and carboplatin (GCb); gemcitabine, carboplatin, and bevacizumab (GCbBev); or gemcitabine and cisplatin (GCis). METHODS: Patients with UC who were treated with GCbBev on protocol were analyzed prospectively and 2 contemporary control cohorts receiving GCb or GCis were evaluated retrospectively. VTE was defined as either venous or arterial (myocardial infarctions or cerebral vascular accidents) thrombosis. VTEs were considered to be related to treatment if they occurred during treatment or within 4 weeks of the completion of treatment. Associations with chemotherapy regimen were tested using either the Fisher exact test or Kruskal-Wallis test. Clinical factors associated with VTEs were analyzed using conditional logistic regression stratified by treatment regimen. RESULTS: Among 198 patients, VTEs occurred in 13 of 51 patients treated with GCbBev (26%), 22 of 92 patients treated with GCb (24%), and 8 of 55 patients treated with GCis (15%). Patient characteristics were significantly different between the treatment cohorts in terms of age, prior cystectomy, tumor location near pelvic vessels, Khorana risk group, and receipt of antiplatelet therapy. The incidence of VTE and type of VTE (arterial vs venous) did not differ by type of chemotherapy. Prior cystectomy was associated with an increased risk of VTE (odds ratio, 2.2; 95% confidence interval, 1.0-4.9 [P = .047]). CONCLUSIONS: The incidence of VTE in Cis-treated patients was similar to prior reports. However, the VTE rate in Cb-treated patients was > 20%, a figure not previously defined in patients with UC and higher than expected. This high incidence of both Cis-related and Cb-related VTEs warrants greater awareness by treating physicians and deserves further study. Cancer 2016;122:712-721. © 2015 American Cancer Society.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Carcinoma de Células Transicionales/tratamiento farmacológico , Infarto del Miocardio/epidemiología , Accidente Cerebrovascular/epidemiología , Neoplasias Urológicas/tratamiento farmacológico , Tromboembolia Venosa/epidemiología , Anciano , Bevacizumab/administración & dosificación , Carboplatino/administración & dosificación , Carcinoma de Células Transicionales/patología , Carcinoma de Células Transicionales/secundario , Estudios de Casos y Controles , Cisplatino/administración & dosificación , Desoxicitidina/administración & dosificación , Desoxicitidina/análogos & derivados , Femenino , Humanos , Incidencia , Neoplasias Renales/tratamiento farmacológico , Neoplasias Renales/patología , Pelvis Renal/patología , Modelos Logísticos , Masculino , Persona de Mediana Edad , Estudios Prospectivos , Estudios Retrospectivos , Neoplasias Ureterales/tratamiento farmacológico , Neoplasias Ureterales/patología , Neoplasias de la Vejiga Urinaria/tratamiento farmacológico , Neoplasias de la Vejiga Urinaria/patología , Neoplasias Urológicas/patología , Gemcitabina
19.
Cancer ; 122(23): 3715-3723, 2016 Dec 01.
Artículo en Inglés | MEDLINE | ID: mdl-27479538

RESUMEN

BACKGROUND: The authors characterized the genetic landscape of chemoradiation-treated urothelial carcinoma of the bladder (UCB) with the objective of identifying potential correlates of response. METHODS: Primary tumors with (n = 8) or without (n = 40) matched recurrent tumors from 48 patients who had non-metastatic, high-grade UCB and received treatment primarily with chemoradiation were analyzed using a next-generation sequencing assay enriched for cancer-related and canonical DNA damage response (DDR) genes. Protein expression of meiotic recombination 11 homolog (MRE11), a previously suggested biomarker, was assessed in 44 patients. Recurrent tumors were compared with primary tumors, and the clinical impact of likely deleterious DDR gene alterations was evaluated. RESULTS: The profile of alterations approximated that of prior UCB cohorts. Within 5 pairs of matched primary-recurrent tumors, a median of 92% of somatic mutations were shared. A median 33% of mutations were shared between 3 matched bladder-metastasis pairs. Of 26 patients (54%) who had DDR gene alterations, 12 (25%) harbored likely deleterious alterations. In multivariable analysis, these patients displayed a trend toward reduced bladder recurrence (hazard ratio, 0.32; P = .070) or any recurrence (hazard ratio, 0.37; P = .070). The most common of these alterations, ERCC2 (excision repair cross-complementation group 2) mutations, were associated with significantly lower 2-year metastatic recurrence (0% vs 43%; log-rank P = .044). No impact of MRE11 protein expression on outcome was detected. CONCLUSIONS: A similar mutation profile between primary and recurrent tumors suggests that pre-existing, resistant clonal populations represent the primary mechanism of chemoradiation treatment failure. Deleterious DDR genetic alterations, particularly recurrent alterations in ERCC2, may be associated with improved chemoradiation outcomes in patients with UCB. A small sample size necessitates independent validation of these observations. Cancer 2016;122:3715-23. © 2016 American Cancer Society.


Asunto(s)
Neoplasias de la Vejiga Urinaria/genética , Neoplasias de la Vejiga Urinaria/terapia , Adulto , Anciano , Anciano de 80 o más Años , Biomarcadores de Tumor/genética , Quimioradioterapia/métodos , Proteínas de Unión al ADN/genética , Femenino , Genómica/métodos , Humanos , Proteína Homóloga de MRE11 , Masculino , Persona de Mediana Edad , Mutación/genética , Recurrencia Local de Neoplasia/genética , Recurrencia Local de Neoplasia/terapia , Proteína de la Xerodermia Pigmentosa del Grupo D/genética
20.
Cancer ; 122(3): 402-10, 2016 Feb 01.
Artículo en Inglés | MEDLINE | ID: mdl-26505625

RESUMEN

BACKGROUND: The exonic single-nucleotide variant rs11762213 located in the MET oncogene has recently been identified as a prognostic marker in clear cell renal cell carcinoma (ccRCC). This finding was validated with The Cancer Genome Atlas (TCGA) cohort, and the biologic implications were explored. METHODS: The genotype status for rs11762213 was available for 272 patients. Paired tumor-normal data, genomic data, and clinical information were acquired from ccRCC TCGA data sets. Cancer-specific survival (CSS) was analyzed with the competing risk method, and Cox proportional hazards regression was used for the analysis of the time to recurrence (TTR). Multivariate competing risk models were fitted to adjust for the validated Mayo Clinic Stage, Size, Grade, and Necrosis (SSIGN) score. RESULTS: The variant allele of rs11762213 was detected in 10.3% of the cohort. After adjustments for the SSIGN score, the risk allele remained a significant predictor for adverse CSS (hazard ratio [HR], 3.88; 95% confidence interval [CI], 1.99-7.56; P < .0001) and for TTR (OR, 2.97; 95% CI, 1.43-6.2; P = .003). The mapping of rs11762213 to regulatory regions within the genome suggested that it might affect a DNA enhancer region. RNA and protein sequencing data for MET did not reveal differences in steady-state expression with stratification by risk allele. CONCLUSIONS: The exonic MET variant rs11762213 is an independent predictor of adverse CSS and TTR in ccRCC and should be integrated into clinical practice for prognostic stratification. Genomic analysis suggests that the single-nucleotide polymorphism may affect an enhancer region located in the coding region of MET. Further biological mechanistic interrogation is currently underway.


Asunto(s)
Carcinoma de Células Renales/genética , Carcinoma de Células Renales/mortalidad , Neoplasias Renales/genética , Neoplasias Renales/mortalidad , Polimorfismo de Nucleótido Simple , Proteínas Proto-Oncogénicas c-met/genética , Anciano , Carcinoma de Células Renales/patología , Supervivencia sin Enfermedad , Femenino , Humanos , Estimación de Kaplan-Meier , Neoplasias Renales/patología , Masculino , Persona de Mediana Edad , Clasificación del Tumor , Recurrencia Local de Neoplasia/genética , Recurrencia Local de Neoplasia/mortalidad , Estadificación de Neoplasias , Oportunidad Relativa , Valor Predictivo de las Pruebas , Pronóstico , Reproducibilidad de los Resultados
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