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1.
Immunity ; 54(6): 1245-1256.e5, 2021 06 08.
Artículo en Inglés | MEDLINE | ID: mdl-34004140

RESUMEN

We examined how baseline CD4+ T cell repertoire and precursor states impact responses to pathogen infection in humans using primary immunization with yellow fever virus (YFV) vaccine. YFV-specific T cells in unexposed individuals were identified by peptide-MHC tetramer staining and tracked pre- and post-vaccination by tetramers and TCR sequencing. A substantial number of YFV-reactive T cells expressed memory phenotype markers and contained expanded clones in the absence of exposure to YFV. After vaccination, pre-existing YFV-specific T cell populations with low clonal diversity underwent limited expansion, but rare populations with a reservoir of unexpanded TCRs generated robust responses. These altered dynamics reorganized the immunodominance hierarchy and resulted in an overall increase in higher avidity T cells. Thus, instead of further increasing the representation of dominant clones, YFV vaccination recruits rare and more responsive T cells. Our findings illustrate the impact of vaccines in prioritizing T cell responses and reveal repertoire reorganization as a key component of effective vaccination.


Asunto(s)
Linfocitos T CD4-Positivos/inmunología , Vacuna contra la Fiebre Amarilla/inmunología , Fiebre Amarilla/inmunología , Virus de la Fiebre Amarilla/inmunología , Adulto , Animales , Anticuerpos Neutralizantes/inmunología , Anticuerpos Antivirales/inmunología , Antígenos Virales/inmunología , Células Cultivadas , Chlorocebus aethiops , Humanos , Receptores de Antígenos de Linfocitos T/inmunología , Vacunación/métodos , Células Vero , Fiebre Amarilla/virología
2.
Stat Med ; 42(29): 5313-5337, 2023 12 20.
Artículo en Inglés | MEDLINE | ID: mdl-37735925

RESUMEN

The ROC curve and its associated summary statistic, the AUC, are used to identify informative diagnostic biomarkers under the assumption that risk of disease is a monotone function of the biomarker. We refer to biomarkers that meet this assumption as traditional, and those that do not as nontraditional. Nontraditional biomarkers most often arise when both low and high biomarker values are associated with an outcome of interest, such as blood pressure with medical complications or leukocyte count with ICU prognosis. Since nontraditional biomarkers do not meet the assumptions for ROC-based analyses, we propose using the discrete diagnostic likelihood ratio (DLR) function to evaluate a wider class of informative biomarkers. We obtain the DLR function using the multinomial logistic regression (MLR) model to improve upon existing estimation techniques, and implement a likelihood ratio test to identify candidate informative traditional and nontraditional biomarkers. We propose a modification of the Cochran-Armitage test for trend that separates biomarkers deemed informative into traditional and nontraditional categories. The statistical properties of the likelihood ratio test and modified test for trend are explored under simulation. Together, these methods achieve the identification, evaluation, and validation of biomarkers from early discovery research. Finally, we show that incorporating covariates into the MLR model results in a covariate-adjusted DLR function that is useful for integrating multiple sources of information in clinical decision making. The methods are applied to gene expression data from subjects with high grade serous ovarian cancer, where stage, early stage vs late stage, is the outcome of interest.


Asunto(s)
Biomarcadores , Toma de Decisiones Clínicas , Humanos , Presión Sanguínea , Estudios de Casos y Controles , Funciones de Verosimilitud , Curva ROC
3.
CA Cancer J Clin ; 66(5): 370-4, 2016 09.
Artículo en Inglés | MEDLINE | ID: mdl-26784705

RESUMEN

The American Joint Committee on Cancer (AJCC) has increasingly recognized the need for more personalized probabilistic predictions than those delivered by ordinal staging systems, particularly through the use of accurate risk models or calculators. However, judging the quality and acceptability of a risk model is complex. The AJCC Precision Medicine Core conducted a 2-day meeting to discuss characteristics necessary for a quality risk model in cancer patients. More specifically, the committee established inclusion and exclusion criteria necessary for a risk model to potentially be endorsed by the AJCC. This committee reviewed and discussed relevant literature before creating a checklist unique to this need of AJCC risk model endorsement. The committee identified 13 inclusion and 3 exclusion criteria for AJCC risk model endorsement in cancer. The emphasis centered on performance metrics, implementation clarity, and clinical relevance. The facilitation of personalized probabilistic predictions for cancer patients holds tremendous promise, and these criteria will hopefully greatly accelerate this process. Moreover, these criteria might be useful for a general audience when trying to judge the potential applicability of a published risk model in any clinical domain. CA Cancer J Clin 2016;66:370-374. © 2016 American Cancer Society.


Asunto(s)
American Cancer Society , Neoplasias/patología , Medicina de Precisión , Toma de Decisiones , Medicina Basada en la Evidencia , Humanos , Estadificación de Neoplasias , Pronóstico , Riesgo , Estados Unidos
4.
J Am Acad Dermatol ; 88(4): 802-807, 2023 04.
Artículo en Inglés | MEDLINE | ID: mdl-36442639

RESUMEN

BACKGROUND: Given the results of the recent KEYNOTE-716 trial, the performance of sentinel lymph node (SLN) biopsy for patients with clinical stage IIB/C melanoma has been questioned. OBJECTIVE: Determine the utility of SLN status in guiding the recommendations for adjuvant therapy. METHODS: Patients with clinical stage IIB/C cutaneous melanoma who underwent wide local excision and SLN biopsy between 2004 and 2011 were identified from the Surveillance, Epidemiology, and End Results database. Two prognostic models, with and without SLN status, were developed predicting risk of melanoma-specific death (MSD). The primary outcome was net benefit at treatment thresholds of 20% to 40% risk of 5-year MSD. RESULTS: For the 4391 patients included, the 5-year MSD rate was 46%. The model estimating 5-year MSD risk that included SLN status provided greater net benefit at treatment thresholds from 30% to 78% compared to the model without SLN status. The added net benefit for the SLN biopsy-containing model persisted in subgroup analysis of patients in different age groups and with various T stages. LIMITATIONS: Retrospective study. CONCLUSIONS: A prognostic model with SLN status estimating patient risk for 5-year MSD provides superior net benefit compared to a model with primary tumor staging factors alone for threshold mortality rates ≥30%.


Asunto(s)
Melanoma , Ganglio Linfático Centinela , Neoplasias Cutáneas , Humanos , Melanoma/patología , Neoplasias Cutáneas/cirugía , Biopsia del Ganglio Linfático Centinela/métodos , Estudios Retrospectivos , Escisión del Ganglio Linfático , Pronóstico , Estadificación de Neoplasias , Ganglio Linfático Centinela/patología , Melanoma Cutáneo Maligno
5.
J Surg Oncol ; 126(2): 348-355, 2022 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-35315930

RESUMEN

BACKGROUND AND OBJECTIVES: Conditional survival (CS) analysis has emerged as a dynamic prognostication methodology. The goal of this study was to determine disease-specific CS rates in Merkel cell carcinoma (MCC). METHODS: This retrospective study included patients with MCC from the Surveillance Epidemiology and End Results (SEER) registry (1988-2016). Stage-specific 5-year MCC-specific CS rates for study and survivor cohorts were estimated, and the significance of clinicopathologic factors to predict 1-year MCC-specific death was evaluated using multivariate logistic regression. RESULTS: Within stage, 5-year CS survival rates improved with increasing survivorship. Pathologic Stage I patients had the highest 5-year CS rate at diagnosis (89.1%) but the smallest increase over time (96% among 5-year survivors). Stage IV patients experienced the greatest change in 5-year CS rates from 25.4% (at diagnosis) to 88% (5-year survivors). At diagnosis stage, age, sex, and primary site were all significantly associated with 1-year MCC-related death in the multivariate analysis. In contrast, among 5-year survivors only sex and age at diagnosis were significant predictors. CONCLUSIONS: MCC CS rates improved across all disease stages over time. Additionally, the relationships of prognostic factors with 1-year MCC-death changed with increasing survivorship. This perspective can provide a foundation for informed decision-making.


Asunto(s)
Carcinoma de Células de Merkel , Neoplasias Cutáneas , Humanos , Estadificación de Neoplasias , Pronóstico , Estudios Retrospectivos , Programa de VERF , Neoplasias Cutáneas/patología , Análisis de Supervivencia
6.
Genes Dev ; 28(6): 576-93, 2014 Mar 15.
Artículo en Inglés | MEDLINE | ID: mdl-24637115

RESUMEN

Notch1 is required to generate the earliest embryonic hematopoietic stem cells (HSCs); however since Notch-deficient embryos die early in gestation, additional functions for Notch in embryonic HSC biology have not been described. We used two complementary genetic models to address this important biological question. Unlike Notch1-deficient mice, mice lacking the conserved Notch1 transcriptional activation domain (TAD) show attenuated Notch1 function in vivo and survive until late gestation, succumbing to multiple cardiac abnormalities. Notch1 TAD-deficient HSCs emerge and successfully migrate to the fetal liver but are decreased in frequency by embryonic day 14.5. In addition, TAD-deficient fetal liver HSCs fail to compete with wild-type HSCs in bone marrow transplant experiments. This phenotype is independently recapitulated by conditional knockout of Rbpj, a core Notch pathway component. In vitro analysis of Notch1 TAD-deficient cells shows that the Notch1 TAD is important to properly assemble the Notch1/Rbpj/Maml trimolecular transcription complex. Together, these studies reveal an essential role for the Notch1 TAD in fetal development and identify important cell-autonomous functions for Notch1 signaling in fetal HSC homeostasis.


Asunto(s)
Regulación del Desarrollo de la Expresión Génica , Células Madre Hematopoyéticas/fisiología , Receptor Notch1/metabolismo , Transducción de Señal , Animales , Línea Celular , Células Madre Fetales , Técnicas de Sustitución del Gen , Técnicas de Inactivación de Genes , Células Madre Hematopoyéticas/metabolismo , Proteína de Unión a la Señal Recombinante J de las Inmunoglobulinas/genética , Proteína de Unión a la Señal Recombinante J de las Inmunoglobulinas/metabolismo , Ratones , Mutación , Estructura Terciaria de Proteína/genética , Receptor Notch1/genética , Análisis de Supervivencia
7.
Ann Surg Oncol ; 28(3): 1634-1641, 2021 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-32779048

RESUMEN

BACKGROUND: The use of sentinel lymph node biopsy in patients with T1 melanoma ≤ 1 mm has not been reported in a prospective clinical trial setting, so these clinical outcomes remain understudied. This study seeks to evaluate overall survival (OS) with and without lymph node biopsy (LNB) in patients with clinical T1N0M0 melanoma (0.5-1.0 mm). PATIENTS AND METHODS: Patients were identified using the National Cancer Data Base (2004-2012). After stratification into 0.5-0.7-mm and 0.8-1.0-mm groups, patients undergoing LNB were propensity score-matched 1:1 to patients not undergoing LNB. OS was compared using the Kaplan-Meier method and the stratified log-rank test. RESULTS: Resection was performed in 28,846 patients, and LNB in 14,028 (49%); 15,194 were included in propensity score-matched analysis. The LNB and no-LNB groups were well balanced on all studied covariates (standardized mean difference < 0.10). Among patients with tumors 0.5-0.7 mm, 5- and 10-year OS were 94.7% and 82.7%, respectively, for the LNB group compared with 94.3% and 84.4% for the no-LNB group (p = 0.35). Among patients with tumors 0.8-1.0 mm in thickness, 5- and 10-year OS were 93.9% and 81.6%, respectively, for the LNB group compared with 90.3% and 74.3% for the no-LNB group (p < 0.0001). CONCLUSIONS: There was no difference in OS by LNB status in patients with lesions 0.5-0.7 mm, consistently with recommendations against its routine use in this group. In lesions 0.8-1.0 mm, receipt of LNB was associated with a clinically small but significant improvement in OS. Further study is warranted to better understand this outcome difference.


Asunto(s)
Melanoma , Neoplasias Cutáneas , Humanos , Ganglios Linfáticos/patología , Ganglios Linfáticos/cirugía , Metástasis Linfática , Melanoma/patología , Melanoma/cirugía , Estadificación de Neoplasias , Estudios Prospectivos , Biopsia del Ganglio Linfático Centinela , Neoplasias Cutáneas/patología , Neoplasias Cutáneas/cirugía , Análisis de Supervivencia
8.
Int J Cancer ; 147(11): 3236-3249, 2020 12 01.
Artículo en Inglés | MEDLINE | ID: mdl-32478869

RESUMEN

Therapeutic innovation for human papilloma virus-related (HPV+) head and neck squamous cell carcinomas (HNSCCs) is impaired by inadequate preclinical models and the absence of accurate biomarkers. Our study establishes the first well-characterized panel of patient-derived xenografts (PDXs) and organoids from HPV+ HNSCCs while determining fidelity of the models to the distinguishing genetic features of this cancer type. Despite low engraftment rates, whole exome sequencing showed that PDXs retain multiple distinguishing features of HPV+ HNSCC lost in existing cell lines, including PIK3CA mutations, TRAF3 deletion and the absence of EGFR amplifications. Engrafted HPV+ tumors frequently contained NOTCH1 mutations, thus providing new models for a negatively prognostic alteration in this disease. Genotype-phenotype associations in the models were then tested for prediction of tumor progression and survival in published clinical cohorts. Observation of high tumor mutational burdens (TMBs) in the faster-growing models facilitated identification of a novel association between TMB and local progression in both HPV+ and HPV- patients that was prognostic in HPV- cases. In addition, reduced E7 and p16INK4A levels found in a PDX from an outlier case with lethal outcome led to detection of similar profiles among recurrent HPV+ HNSCCs. Transcriptional data from the Cancer Genome Atlas was used to demonstrate that the lower E2F target gene expression predicted by reduced E7 levels has potential as a biomarker of disease recurrence risk. Our findings bridge a critical gap in preclinical models for HPV+ HNSCCs and simultaneously reveal novel potential applications of quantifying mutational burden and viral oncogene functions for biomarker development.


Asunto(s)
Secuenciación del Exoma/métodos , Neoplasias de Cabeza y Cuello/virología , Papillomaviridae/genética , Infecciones por Papillomavirus/genética , Carcinoma de Células Escamosas de Cabeza y Cuello/virología , Animales , Fosfatidilinositol 3-Quinasa Clase I/genética , Receptores ErbB/genética , Femenino , Estudios de Asociación Genética , Neoplasias de Cabeza y Cuello/genética , Neoplasias de Cabeza y Cuello/mortalidad , Humanos , Masculino , Ratones , Mutación , Trasplante de Neoplasias , Papillomaviridae/patogenicidad , Proteínas E7 de Papillomavirus/genética , Infecciones por Papillomavirus/mortalidad , Modelación Específica para el Paciente , Pronóstico , Carcinoma de Células Escamosas de Cabeza y Cuello/genética , Carcinoma de Células Escamosas de Cabeza y Cuello/mortalidad , Análisis de Supervivencia , Factor 3 Asociado a Receptor de TNF/genética
9.
Ann Surg Oncol ; 27(8): 2915-2926, 2020 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-31898103

RESUMEN

BACKGROUND: Immune checkpoint blockade (ICB) has transformed melanoma treatment, but optimal sequencing of ICB and surgery for clinically evident nodal metastasis remains undefined. We evaluated adjuvant-only (AT) and neoadjuvant/adjuvant (NAT) ICB with respect to survival outcomes in this patient population. METHODS: Patients who underwent lymphadenectomy (1 January 2011 to 31 July 2018) and received perioperative ICB at an academic center were identified. AT was defined as postoperative ICB, and NAT was defined as one to two cycles of ICB prior to resection with continuation of therapy following surgery. Three-year disease-free survival (DFS), locoregional recurrence-free survival (LRFS), distant disease-free survival (DDFS), and melanoma-specific survival (MSS) were estimated. RESULTS: Of 59 patients, 18 (31%) received AT and 41 (69%) received NAT. The AT and NAT groups did not differ in age (median 53 vs. 62 years, p = 0.16) or stage (IIIB 33% vs. 29%, IIIC 56% vs. 68%, IIID 11% vs. 2%, p = 0.34). Although 3-year DFS did not differ significantly by treatment sequencing (NAT vs. AT, hazard ratio [HR] 0.56, p = 0.17), NAT was associated with improved 3-year DDFS (HR 0.38, p = 0.028). Of 39 NAT patients with evaluable pathologic response, 23 (59%) and 5 (13%) had a pathologic partial response (pPR) and pathologic complete response (pCR), respectively. Patients with pPR/pCR experienced improved 3-year DFS (HR 0.16, p = 0.001), LRFS (HR 0.17, p = 0.003), and DDFS (HR 0.26, p = 0.029) compared with those with no response. Three-year MSS did not differ significantly by response (p = 0.062). CONCLUSION: NAT may be associated with improved 3-year DDFS compared with AT sequencing, and allows for early assessment of pathologic response. Further prospective evaluation of treatment sequencing is warranted.


Asunto(s)
Melanoma , Neoplasias Cutáneas , Supervivencia sin Enfermedad , Humanos , Inhibidores de Puntos de Control Inmunológico , Melanoma/tratamiento farmacológico , Terapia Neoadyuvante , Estadificación de Neoplasias , Neoplasias Cutáneas/tratamiento farmacológico , Neoplasias Cutáneas/patología
10.
Ann Surg Oncol ; 26(Suppl 3): 893, 2019 12.
Artículo en Inglés | MEDLINE | ID: mdl-31673939

RESUMEN

In the original article, there is an error in the funding information. The correct funding information is as follows.

11.
Ann Surg Oncol ; 26(12): 3962-3971, 2019 11.
Artículo en Inglés | MEDLINE | ID: mdl-31392529

RESUMEN

BACKGROUND: Nodal observation is safe for patients with microscopic melanoma metastasis in a sentinel lymph node (LN). Complete LN dissection (CLND) remains the standard of care for patients with clinically evident LN (cLN) metastases, even though about 40% have only one pathologic LN (pLN). We sought to identify clinical features associated with having one pLN among patients with cLNs. METHODS: Patients at three melanoma centers who underwent CLND for cLNs were identified. Clinicopathologic and imaging characteristics associated with one pLN were determined by multivariable logistic regression and classification tree analysis. RESULTS: Of 190 patients, 90 (47.4%) had one pLN and 100 (52.6%) had more than one pLN. By multivariable logistic regression, extremity versus truncal primary (odds ratio [OR] 2.15, p = 0.012), axillary versus superficial inguinal location (OR 3.89, p = 0.009), and preoperative cross-sectional imaging demonstrating more than one versus one cLN (OR 17.1, p < 0.001) were associated with more than one pLN. The negative predictive value for additional pathologic nodal disease of preoperative imaging was 70.9%, increasing to 74.4% for positron emission tomography/computed tomography. In the subgroup of patients with one cLN, the classification tree identified two groups with < 10% risk of additional pLNs: (1) Breslow thickness > 6.55 mm (n = 17); and (2) if unknown primary or Breslow thickness ≤ 6.55 mm, then LN diameter > 1.8 cm in the inguinal location (n = 22). CONCLUSION: The majority of patients with one cLN from melanoma by preoperative imaging will harbor no additional pathologic nodes on CLND. Safety of nodal observation after clinical nodal excision in these patients, particularly in an era of effective adjuvant therapies, deserves prospective evaluation.


Asunto(s)
Ganglios Linfáticos/patología , Melanoma/patología , Recurrencia Local de Neoplasia/patología , Neoplasias Cutáneas/secundario , Anciano , Femenino , Estudios de Seguimiento , Humanos , Metástasis Linfática , Masculino , Melanoma/cirugía , Persona de Mediana Edad , Invasividad Neoplásica , Recurrencia Local de Neoplasia/cirugía , Pronóstico , Estudios Retrospectivos , Factores de Riesgo , Neoplasias Cutáneas/cirugía , Tasa de Supervivencia
12.
Ann Surg Oncol ; 26(13): 4621-4630, 2019 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-31270717

RESUMEN

BACKGROUND: Immune checkpoint and BRAF-targeted inhibitors have demonstrated significant survival benefits for advanced melanoma patients within the context of clinical trials. We sought to determine their impact on overall survival (OS) at a population level in order to better understand the current landscape for patients diagnosed with clinical stage III melanoma. METHODS: A retrospective study was performed using the National Cancer Database. Patients diagnosed with clinical stage III melanoma were categorized by diagnosis year into two cohorts preceding the advent of novel therapies (P1: 2004-2005, P2: 2008-2009) and a contemporary group (P3: 2012-2013). OS was estimated using standard time-to-event statistical methods. RESULTS: Of 3720 patients, 525 (14%) were diagnosed in P1, 1375 (37%) in P2, and 1820 (49%) in P3. Median age at diagnosis increased over time (58, 59, and 61 years in P1, P2, and P3, respectively, P = 0.004). OS increased between P2 (median 49.3 months) and P3 (median 58.2 months, Bonferroni-corrected log-rank P < 0.001) but did not differ between P1 (median 50.5 months) and P2 (Bonferroni-corrected log-rank P > 0.99). These differences persisted on multivariable analysis. OS improved for patients diagnosed in P3 compared with P1 [hazard ratio (HR) 0.76, P < 0.001] but not P2 compared with P1 (HR 0.96, P = 0.52). CONCLUSIONS: OS has significantly improved nationally for patients newly diagnosed with clinical stage III melanoma in the era of novel melanoma therapies. OS outcomes will likely continue to evolve as these agents are increasingly utilized in the adjuvant setting. These data may help to better inform affected patients with respect to prognosis.


Asunto(s)
Melanoma/mortalidad , Melanoma/patología , Anciano , Terapia Combinada , Femenino , Estudios de Seguimiento , Humanos , Masculino , Melanoma/terapia , Persona de Mediana Edad , Estadificación de Neoplasias , Estudios Retrospectivos , Tasa de Supervivencia
13.
Ann Surg Oncol ; 26(1): 33-41, 2019 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-30421045

RESUMEN

BACKGROUND: Microsatellitosis (mS) in melanoma has been considered a marker of unfavorable tumor biology, leading to the current American Joint Committee on Cancer staging of IIIB/C/D disease, despite few investigative studies of this entity limited by the small sample sizes and incomplete nodal microstaging. We sought to better characterize outcomes and prognostic factors in a multi-institutional cohort of patients with mS and nodal microstaging. METHODS: The Sentinel Lymph Node Working Group cohort included 414 mS patients who underwent sentinel lymph node (SLN) biopsy. Cox regression analysis was used to evaluate the prognostic significance of established clinicopathologic characteristics. Melanoma-specific survival (MSS) of patients with mS was compared with 3002 similarly staged patients from the Surveillance, Epidemiology, and End Results (SEER) Program registry. RESULTS: The median age of the mS cohort was 64.9 years; 39.6% were female. Median thickness was 3 mm, 40.6% of cases were ulcerated, and the SLN positivity rate was 46.7%. Increasing thickness, male sex, and SLN positivity were significantly associated with poorer MSS. Stage IIIB/C/D 5-year MSS rates were 86.3% (95% confidence interval [CI] 79.4-93.3%), 54.1% (95% CI 45.4-59.7%), and 44.2% (95% CI 25.4-63.0%), respectively. MSS survival for the stage IIIB mS cohort was significantly better than a similarly staged SEER cohort (5-year MSS of 70.1%, 95% CI 66.0-74.2%), while no significant difference was observed for the stage IIIC or D cohorts. CONCLUSIONS: SLN metastases are common and are a significant prognostic factor in patients with mS. Survival in stage IIIB patients with mS was considerably more favorable than their stage would otherwise suggest, which has important implications for decisions regarding adjuvant therapy for patients with mS.


Asunto(s)
Melanoma/patología , Repeticiones de Microsatélite , Biopsia del Ganglio Linfático Centinela/mortalidad , Ganglio Linfático Centinela/patología , Neoplasias Cutáneas/patología , Adulto , Anciano , Femenino , Estudios de Seguimiento , Humanos , Masculino , Melanoma/mortalidad , Melanoma/cirugía , Persona de Mediana Edad , Pronóstico , Estudios Retrospectivos , Programa de VERF , Ganglio Linfático Centinela/cirugía , Neoplasias Cutáneas/mortalidad , Neoplasias Cutáneas/cirugía , Tasa de Supervivencia
14.
Stat Med ; 38(11): 1903-1917, 2019 05 20.
Artículo en Inglés | MEDLINE | ID: mdl-30663113

RESUMEN

The last two decades have witnessed an explosion in research focused on the development and assessment of novel biomarkers for improved prognosis of diseases. As a result, best practice standards guiding biomarker research have undergone extensive development. Currently, there is great interest in the promise of biomarkers to enhance research efforts and clinical practice in the setting of chronic kidney disease, acute kidney injury, and glomerular disease. However, some have questioned whether biomarkers currently add value to the clinical practice of nephrology. The current state of the art pertaining to statistical analyses regarding the use of such measures is critical. In December 2014, the National Institute of Diabetes and Digestive and Kidney Diseases convened a meeting, "Toward Building Better Biomarker Statistical Methodology," with the goals of summarizing the current best practice recommendations and articulating new directions for methodological research. This report summarizes its conclusions and describes areas that need attention. Suggestions are made regarding metrics that should be commonly reported. We outline the methodological issues related to traditional metrics and considerations in prognostic modeling, including discrimination and case mix, calibration, validation, and cost-benefit analysis. We highlight the approach to improved risk communication and the value of graphical displays. Finally, we address some "new frontiers" in prognostic biomarker research, including the competing risk framework, the use of longitudinal biomarkers, and analyses in distributed research networks.


Asunto(s)
Biomarcadores , Modelos Estadísticos , Insuficiencia Renal Crónica/fisiopatología , Adulto , Anciano , Análisis Costo-Beneficio , Humanos , Persona de Mediana Edad , Pronóstico , Medición de Riesgo/estadística & datos numéricos
16.
J Am Acad Dermatol ; 79(2): 245-251, 2018 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-29518458

RESUMEN

BACKGROUND: The immune response to melanoma is manifested locally by tumor-infiltrating lymphocytes (TILs). Men and women are known to have varying patterns of immunity, yet sex-specific prognostic implications of TILs have not been explored. METHODS: Patients who had clinically localized primary melanoma with a Breslow thickness of 0.76 mm or more and underwent sentinel lymph node (SLN) biopsy at our institution were identified. The association between TILs (absent, nonbrisk, and brisk) and SLN positivity was evaluated by using logistic regression. Overall survival (OS) was evaluated by TIL status and sex. RESULTS: Among 1367 patients identified, 794 were men. TILs were brisk in 143 lesions, nonbrisk in 903, and absent in 321, which did not vary by sex (P = .71). SLN positivity was associated with TILs among men (brisk, 3.8%; nonbrisk, 16.9%; and absent, 26.6% [P < .001]). In contrast, there was no association between SLN positivity and TILs among women (P = .49). Interaction between brisk TILs and sex on SLN positivity was significant (P = .029). Among men, presence of brisk TILs was associated with prolonged OS (P = .038) but not after adjustment for SLN status (P = .42). There was no association between TIL status and OS among women. LIMITATIONS: Findings from this single-institution study have yet to be validated by other research groups. CONCLUSIONS: The implications of TILs in predicting SLN positivity appear to be more relevant for men than for women.


Asunto(s)
Linfocitos Infiltrantes de Tumor/inmunología , Melanoma/inmunología , Neoplasias Cutáneas/inmunología , Adulto , Anciano , Femenino , Humanos , Metástasis Linfática , Masculino , Melanoma/mortalidad , Melanoma/patología , Persona de Mediana Edad , Pronóstico , Estudios Retrospectivos , Biopsia del Ganglio Linfático Centinela , Factores Sexuales , Neoplasias Cutáneas/mortalidad , Neoplasias Cutáneas/patología , Melanoma Cutáneo Maligno
17.
J Cutan Pathol ; 45(6): 377-386, 2018 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-29446846

RESUMEN

BACKGROUND: To further characterize the micromorphometric immunological pattern to metastatic melanoma in sentinel lymph node (SLN) biopsies and completion lymph node (CLN) dissections and their relation to 5-year overall survival (OS). METHODS: Retrospective cohort of 49 patients from 1996 to 2005 with a positive SLN who underwent CLN dissection (CLD) was studied. Micromorphometric characteristics included follicular center count (FCC)/profile, sinus histiocytosis, metastatic size, tumor infiltrating lymphocytes (intranodal), paracortical dendritic cells, germinal center reaction and morphology. Comparison of Kaplan-Meier survival curves used the exact log-rank statistic. RESULTS: In the high-FCC (n = 5-51) vs the low-FCC (n < 5) lymph nodes, a delayed separation occurred at 3 years, with 5-year OS rates being 73% vs 54% in the high- and low-FCC groups, respectively. Improved survival up to 3 years was also noted in CLDs that showed a higher FCC when compared to the prior SLN. Patients with metastatic deposits >2 mm had significantly lower 5-year survival (both <.001). CONCLUSIONS: Nodal micromorphometric features (ie, FCC) are probably related to host immune response to metastasis. Quantitative evaluation of lymphoid follicular centers could provide valuable prognostic information to help to stratify patients.


Asunto(s)
Metástasis Linfática/inmunología , Melanoma/inmunología , Melanoma/patología , Ganglio Linfático Centinela/inmunología , Neoplasias Cutáneas/inmunología , Neoplasias Cutáneas/patología , Estudios de Cohortes , Centro Germinal/inmunología , Centro Germinal/patología , Humanos , Estimación de Kaplan-Meier , Metástasis Linfática/patología , Melanoma/mortalidad , Pronóstico , Estudios Retrospectivos , Ganglio Linfático Centinela/patología , Neoplasias Cutáneas/mortalidad , Melanoma Cutáneo Maligno
18.
J Thromb Thrombolysis ; 46(1): 1-6, 2018 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-29611105

RESUMEN

Non-valvular atrial fibrillation (NVAF) is common in older adults. Oral anticoagulation is indicated to reduce the risk of stroke and systemic embolism, but it also poses a risk of bleeding, particularly in the elderly. Direct oral anticoagulants (DOACs) provide an alternative to warfarin and their use in the treatment of AF is growing. We conducted a retrospective cohort study to assess the quality of DOAC prescribing in elderly patients with NVAF in a large academic health system and to compare practice with consensus best practice recommendations. We searched the electronic medical record for patients ≥ 65 years of age who were newly initiated on a DOAC for AF from January 2013 through December 2015. Patient and provider characteristics, baseline laboratory investigations, concomitant medications, and interval to first follow-up were recorded. 192 patients met eligibility criteria. The most commonly prescribed DOACs were rivaroxaban (65%) and apixaban (26%). Despite consensus recommendations that patients have a baseline creatinine, complete blood cell count, and coagulation studies prior to DOAC initiation, these tests were not performed in 18, 31, and 67% of patients, respectively. Consensus recommendations also suggest a follow-up visit within 1 month of DOAC initiation. However, only 39% of patients had a return visit within 6 weeks and 43% did not have follow-up within 12 weeks. DOAC prescribing in elderly patients with NVAF frequently fell short of quality standards. Interventions to enhance the quality of DOAC prescribing in this high-risk population are needed.


Asunto(s)
Anticoagulantes/uso terapéutico , Fibrilación Atrial/tratamiento farmacológico , Pautas de la Práctica en Medicina/normas , Anciano , Anciano de 80 o más Años , Inhibidores del Factor Xa/uso terapéutico , Femenino , Humanos , Masculino , Guías de Práctica Clínica como Asunto/normas , Pirazoles/uso terapéutico , Piridonas/uso terapéutico , Estudios Retrospectivos , Rivaroxabán/uso terapéutico
19.
Ann Surg Oncol ; 24(4): 952-959, 2017 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-27807729

RESUMEN

BACKGROUND: Although only a small proportion of thin melanomas result in lymph node metastasis, the abundance of these lesions results in a relatively large absolute number of patients with a diagnosis of nodal metastases, determined by either sentinel lymph node (SLN) biopsy or clinical nodal recurrence (CNR). METHODS: Independent cohorts with thin melanoma and either SLN metastasis or CNR were identified at two melanoma referral centers. At both centers, SLN metastasis patients were included. At center 1, the CNR cohort included patients with initial negative clinical nodal evaluation followed by CNR. At center 2, the CNR cohort was restricted to those presenting in the era before the use of SLN biopsy. Uni- and multivariable analyses of melanoma-specific survival (MSS) were performed. RESULTS: At center 1, 427 CNR patients were compared with 91 SLN+ patients. The 5- and 10-year survival rates in the SLN group were respectively 88 and 84 % compared with 72 and 49 % in the CNR group (p < 0.0001). The multivariate analysis showed age older than 50 years (hazard ratio [HR] 1.5; 95 % confidence interval [CI] 1.2-1.9), present ulceration (HR 1.9; 95 % CI 1.2-2.9), unknown ulceration (HR 1.6; 95 % CI 1.3-2.1), truncal site (HR 1.6; 95 % CI 1.2-2.2), and CNR (HR 3.3; 95 % CI 1.8-6.0) to be associated significantly with decreased MSS (p < 0.01 for each). The center 2 cohort demonstrated remarkably similar findings, with a 5-year MSS of 88 % in the SLN (n = 29) group and 76 % in the CNR group (n = 39, p = 0.09). CONCLUSION: Patients with nodal metastases from thin melanomas have a substantial risk of melanoma death. This risk is lower among patients whose disease is discovered by SLN biopsy rather than CNR.


Asunto(s)
Melanoma/patología , Ganglio Linfático Centinela/patología , Neoplasias Cutáneas/patología , Factores de Edad , Reacciones Falso Negativas , Femenino , Humanos , Metástasis Linfática , Masculino , Melanoma/secundario , Persona de Mediana Edad , Pronóstico , Estudios Retrospectivos , Biopsia del Ganglio Linfático Centinela , Úlcera Cutánea/etiología , Tasa de Supervivencia , Torso , Carga Tumoral
20.
Nature ; 475(7355): 226-30, 2011 Jul 13.
Artículo en Inglés | MEDLINE | ID: mdl-21753853

RESUMEN

Although immune mechanisms can suppress tumour growth, tumours establish potent, overlapping mechanisms that mediate immune evasion. Emerging evidence suggests a link between angiogenesis and the tolerance of tumours to immune mechanisms. Hypoxia, a condition that is known to drive angiogenesis in tumours, results in the release of damage-associated pattern molecules, which can trigger the rejection of tumours by the immune system. Thus, the counter-activation of tolerance mechanisms at the site of tumour hypoxia would be a crucial condition for maintaining the immunological escape of tumours. However, a direct link between tumour hypoxia and tolerance through the recruitment of regulatory cells has not been established. We proposed that tumour hypoxia induces the expression of chemotactic factors that promote tolerance. Here we show that tumour hypoxia promotes the recruitment of regulatory T (T(reg)) cells through induction of expression of the chemokine CC-chemokine ligand 28 (CCL28), which, in turn, promotes tumour tolerance and angiogenesis. Thus, peripheral immune tolerance and angiogenesis programs are closely connected and cooperate to sustain tumour growth.


Asunto(s)
Hipoxia de la Célula , Quimiocinas CC/metabolismo , Tolerancia Inmunológica/inmunología , Neovascularización Patológica , Neoplasias Ováricas/irrigación sanguínea , Neoplasias Ováricas/metabolismo , Linfocitos T Reguladores/inmunología , Animales , Hipoxia de la Célula/genética , Línea Celular Tumoral , Quimiocinas CC/genética , Medios de Cultivo Condicionados/farmacología , Progresión de la Enfermedad , Femenino , Regulación Neoplásica de la Expresión Génica , Humanos , Ratones , Ratones Endogámicos C57BL , Neoplasias Ováricas/inmunología , Neoplasias Ováricas/patología , Receptores CCR10/metabolismo , Linfocitos T Reguladores/efectos de los fármacos , Linfocitos T Reguladores/metabolismo , Factor A de Crecimiento Endotelial Vascular/metabolismo
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