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1.
Ann Oncol ; 28(2): 208-217, 2017 02 01.
Artículo en Inglés | MEDLINE | ID: mdl-27831505

RESUMEN

New research questions emerge as medical needs continue to evolve and as we improve our understanding of cancer biology and treatment of malignancies. Although significant advances have been made in some areas of breast cancer research resulting in improvements in therapies and outcomes over the last few decades, other areas have not benefited to the same degree and we continue to have many gaps in our knowledge. This article summarizes the 12 short and medium-term clinical research needs in breast cancer deemed as priorities in 2016 by a panel of experts, in an attempt to focus and accelerate future research in the most needed areas: (i) de-escalate breast cancer therapies in early breast cancer without sacrificing outcomes; (ii) explore optimal adjuvant treatment durations; (iii) develop better tools and strategies to identify patients with genetic predisposition; (iv) improve care in young patients with breast cancer; (v) develop tools to speed up drug development in biomarker-defined populations; (vi) identify and validate targets that mediate resistance to chemotherapy, endocrine therapy and anti-HER2 therapies; (vii) evaluate the efficacy of local-regional treatments for metastatic disease; (viii) better define the optimal sequence of treatments in the metastatic setting; (ix) evaluate the clinical impact of intra-patient heterogeneity (intra-tumor, inter-tumor and inter-lesion heterogeneity); (x) better understand the biology and identify new targets in triple-negative breast cancer; (xi) better understand immune surveillance in breast cancer and further develop immunotherapies; and (xii) increase survivorship research efforts including supportive care and quality of life.


Asunto(s)
Neoplasias de la Mama/tratamiento farmacológico , Antineoplásicos/farmacología , Antineoplásicos/uso terapéutico , Biomarcadores de Tumor/metabolismo , Investigación Biomédica , Neoplasias de la Mama/diagnóstico , Neoplasias de la Mama/metabolismo , Resistencia a Antineoplásicos , Femenino , Humanos , Terapia Molecular Dirigida , Mejoramiento de la Calidad , Resultado del Tratamiento
2.
Breast Cancer Res Treat ; 163(3): 545-554, 2017 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-28337663

RESUMEN

PURPOSE: This retrospective study evaluated the effect of clinical background and treatment line on time to treatment failure (TTF) in advanced/metastatic breast cancer (AMBC) patients receiving F500 in Japan (UMIN 000015168). METHODS: Patients who commenced F500 treatment were registered at 16 sites in Japan. Correlations between baseline clinicopathological factors, treatment line, and TTF were investigated by Kaplan-Meier analysis. TTF data were analyzed using univariate analysis and multivariate analysis with a Cox proportional hazards model. RESULTS: Data for 1072 patients were available; 1031 patients (96.2%) were evaluable for efficacy. F500 was administered as first-line treatment in 2.0%, second-line in 22.7%, third-line in 26.7%, and ≥fourth-line in 48.6% patients. Median TTF was 5.4 months. Multivariate analysis found that earlier F500 use (first and second vs. third vs. ≥fourth line; hazard ratio (HR) = 0.80, 95% confidence interval (CI) 0.74-0.86; P < 0.001), longer period from AMBC diagnosis to F500 use (≥3 vs. <3 years; HR 0.60, 95% CI 0.51-0.70; P < 0.001), and no prior palliative chemotherapy administered for unresectable or metastatic breast cancer (no vs. yes; HR 0.69, 95% CI 0.60-0.80; P < 0.001) were associated with significantly longer TTF. Among 691 patients, where information on histologic/nuclear grade was available, a low grade was also associated with a longer TTF, but this finding was not maintained among patients with recurrent breast cancer (N = 558). Among women with recurrent breast cancer, a longer DFI between a patient's initial breast cancer diagnosis and their recurrence was associated with a longer TTF on F500 therapy. CONCLUSIONS: Our study showed that treatment period of F500 was longer when used in earlier-line treatment. For patients on F500, TTF was also longer for patients who had not received prior palliative chemotherapy and for those who had a longer period from their AMBC diagnosis to F500 use.


Asunto(s)
Antineoplásicos Hormonales/administración & dosificación , Protocolos de Quimioterapia Combinada Antineoplásica/administración & dosificación , Neoplasias de la Mama/tratamiento farmacológico , Estradiol/análogos & derivados , Adulto , Anciano , Antineoplásicos Hormonales/efectos adversos , Protocolos de Quimioterapia Combinada Antineoplásica/efectos adversos , Neoplasias de la Mama/patología , Supervivencia sin Enfermedad , Estradiol/administración & dosificación , Estradiol/efectos adversos , Femenino , Fulvestrant , Humanos , Japón , Estimación de Kaplan-Meier , Persona de Mediana Edad , Recurrencia Local de Neoplasia/patología , Estadificación de Neoplasias , Modelos de Riesgos Proporcionales , Estudios Retrospectivos , Insuficiencia del Tratamiento , Resultado del Tratamiento
4.
Br J Cancer ; 112(9): 1519-26, 2015 Apr 28.
Artículo en Inglés | MEDLINE | ID: mdl-25880010

RESUMEN

BACKGROUND: Identification of promising biomarkers that predict the prognosis of patients with breast cancer is needed. In this study, we hypothesised that the expression of the epithelial-mesenchymal transition-related biomarker plastin3 (PLS3) in peripheral blood could be a prognostic factor in breast cancer. METHODS: We examined PLS3 expression in breast cancer cell lines with epithelial and mesenchymal traits and in circulating tumour cells (CTCs) obtained from the peripheral blood of breast cancer patients. We investigated PLS3 expression in the peripheral blood of 594 patients with breast cancer to evaluate the clinical significance of PLS3 expression. RESULTS: Robust PLS3 expression was observed in different breast cancer cell lines (Hs578t, MCF-7, MDA-MB-468, and MDA-MB-231) as well as in a bone marrow derived cancer cell line (BC-M1). In both the training (n=298) and validation (n=296) sets, PLS3 expression was observed in CTCs of patients with breast cancer. PLS3-positive patients showed significantly poorer overall and disease-free survival than PLS3-negative patients (P=0.0001 and 0.003, respectively). Subset analysis revealed that this prognostic biomarker was relevant in patients with stage I-III cancer, particularly in patients with luminal-type and triple-negative-type tumours. CONCLUSIONS: These data demonstrated that PLS3 was expressed in CTCs undergoing the epithelial-mesenchymal transition in patients with breast cancer. Furthermore, PLS3 may be an excellent biomarker for identifying groups at risk of recurrence or with a poor prognosis.


Asunto(s)
Biomarcadores de Tumor/sangre , Neoplasias de la Mama/patología , Transición Epitelial-Mesenquimal , Glicoproteínas de Membrana/sangre , Proteínas de Microfilamentos/sangre , Recurrencia Local de Neoplasia/patología , Células Neoplásicas Circulantes/metabolismo , Western Blotting , Neoplasias de la Mama/sangre , Neoplasias de la Mama/genética , Neoplasias de la Mama/mortalidad , Estudios de Casos y Controles , Femenino , Estudios de Seguimiento , Humanos , Metástasis Linfática , Glicoproteínas de Membrana/biosíntesis , Proteínas de Microfilamentos/biosíntesis , Persona de Mediana Edad , Clasificación del Tumor , Invasividad Neoplásica , Recurrencia Local de Neoplasia/sangre , Recurrencia Local de Neoplasia/genética , Recurrencia Local de Neoplasia/mortalidad , Estadificación de Neoplasias , Células Neoplásicas Circulantes/patología , Pronóstico , ARN Mensajero/genética , Reacción en Cadena en Tiempo Real de la Polimerasa , Reacción en Cadena de la Polimerasa de Transcriptasa Inversa , Tasa de Supervivencia
6.
Clin Genet ; 87(3): 279-83, 2015 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-24635491

RESUMEN

Andersen-Tawil syndrome (ATS) is an inherited disease characterized by ventricular arrhythmias, periodic paralysis, and dysmorphic features. It results from a heterozygous mutation of KCNJ2, but little is known about mosaicism in ATS. We performed genetic analysis of KCNJ2 in 32 ATS probands and their family members and identified KCNJ2 mutations in 25 probands, 20 families who underwent extensive genetic testing. These tests revealed that seven probands carried de novo mutations while 13 carried inherited mutations from their parents. We then specifically assessed a single proband and the respective family. The proband was a 9 year old girl who fulfilled the ATS triad and carried an insertion mutation (p.75_76insThr). We determined that the proband's mother carried a somatic mosaicism and that the proband's younger brother also carried the ATS phenotype with the same insertion mutation. The mother, who exhibited mosaicism, was asymptomatic, although she exhibited Q(T)U prolongation. Mutant allele frequency was 11% as per TA cloning and 17.3% as per targeted deep sequencing. Our observations suggest that targeted deep sequencing is useful for the detection of mosaicism and that the detection of mosaic mutations in parents of apparently sporadic ATS patients can help in the process of genetic counseling.


Asunto(s)
Síndrome de Andersen/diagnóstico , Síndrome de Andersen/genética , Mosaicismo , Mutación , Canales de Potasio de Rectificación Interna/genética , Alelos , Electrocardiografía , Femenino , Genotipo , Secuenciación de Nucleótidos de Alto Rendimiento , Humanos , Masculino , Linaje , Fenotipo
7.
Br J Cancer ; 111(8): 1572-80, 2014 Oct 14.
Artículo en Inglés | MEDLINE | ID: mdl-25117811

RESUMEN

BACKGROUND: Pancreatic cancer has a poor prognosis because of its high refractoriness to chemotherapy and tumour recurrence, and these properties have been attributed to cancer stem cells (CSCs). MicroRNA (miRNA) regulates various molecular mechanisms of cancer progression associated with CSCs. This study aimed to identify the candidate miRNA and to characterise the clinical significance. METHODS: We established gemcitabine-resistant Panc1 cells, and induced CSC-like properties through sphere formation. Candidate miRNAs were selected through microarray analysis. The overexpression and knockdown experiments were performed by evaluating the in vitro cell growth and in vivo tumourigenicity. The expression was studied in 24 pancreatic cancer samples after laser captured microdissection and by immunohistochemical staining. RESULTS: The in vitro drug sensitivity of pancreatic cancer cells was altered according to the miR-1246 expression via CCNG2. In vivo, we found that miR-1246 could increase tumour-initiating potential and induced drug resistance. A high expression level of miR-1246 was correlated with a worse prognosis and CCNG2 expression was significantly lower in those patients. CONCLUSIONS: miR-1246 expression was associated with chemoresistance and CSC-like properties via CCNG2, and could predict worse prognosis in pancreatic cancer patients.


Asunto(s)
Ciclina G2/fisiología , Desoxicitidina/análogos & derivados , MicroARNs/metabolismo , Células Madre Neoplásicas/patología , Neoplasias Pancreáticas/tratamiento farmacológico , Animales , Antimetabolitos Antineoplásicos , Línea Celular Tumoral , Desoxicitidina/uso terapéutico , Resistencia a Antineoplásicos , Femenino , Humanos , Ratones , Neoplasias Pancreáticas/patología , Gemcitabina
10.
Breast Cancer Res Treat ; 145(1): 143-53, 2014 May.
Artículo en Inglés | MEDLINE | ID: mdl-24682674

RESUMEN

We investigated the disease-free survival (DFS) of HER2-positive primary breast cancer patients treated with neoadjuvant chemotherapy plus trastuzumab, as well as predictive factors for DFS and pathologic response. Data from 829 female patients treated between 2001 and 2010 were collected from 38 institutions in Japan. Predictive factors were evaluated using multivariate analyses. The 3-year DFS rate was 87 % [95 % confidence interval (CI) 85-90]. The pathologic complete response (pCR: ypT0/is + ypN0) rate was 51 %. The pCR rate was higher in the ER/PgR-negative patients than in the ER/PgR-positive patients (64 vs. 36 %, P < 0.001). Patients with pCR showed a higher DFS rate than patients without pCR (93 vs. 82 %, P < 0.001). Multivariate analysis revealed three independent predictors for poorer DFS: advanced nodal stage [hazard ratio (HR) 2.63, 95 % CI 1.36-5.21, P = 0.004 for cN2-3 vs. cN0], histological/nuclear grade 3 (HR 1.81, 95 % CI 1.15-2.91, P = 0.011), and non-pCR (HR 1.98, 95 % CI 1.22-3.24, P = 0.005). In the ER/PgR-negative dataset, non-pCR (HR 2.63, 95 % CI 1.43-4.90, P = 0.002) and clinical tumor stage (HR 2.20, 95 % CI 1.16-4.20, P = 0.017 for cT3-4 vs. cT1-2) were independent predictors for DFS, and in the ER/PgR-positive dataset, histological grade of 3 (HR 3.09, 95 % CI 1.48-6.62, P = 0.003), clinical nodal stage (HR 4.26, 95 % CI 1.53-13.14, P = 0.005 for cN2-3 vs. cN0), and young age (HR 2.40, 95 % CI 1.12-4.94, P = 0.026 for ≤40 vs. >40) were negative predictors for DFS. Strict pCR (ypT0 + ypN0) was an independent predictor for DFS in both the ER/PgR-negative and -positive datasets (HR 2.66, 95 % CI 1.31-5.97, P = 0.006 and HR 3.86, 95 % CI 1.13-24.21, P = 0.029, respectively). These results may help assure a more accurate prognosis and personalized treatment for HER2-positive breast cancer patients.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Neoplasias de la Mama/tratamiento farmacológico , Neoplasias de la Mama/mortalidad , Terapia Neoadyuvante , Receptor ErbB-2/metabolismo , Anticuerpos Monoclonales Humanizados/uso terapéutico , Supervivencia sin Enfermedad , Femenino , Humanos , Pronóstico , Estudios Retrospectivos , Trastuzumab
11.
Radiography (Lond) ; 30(1): 308-312, 2024 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-38091921

RESUMEN

INTRODUCTION: Drowning is a comprehensive and exclusive diagnosis at autopsy. Autopsy findings such as pleural effusion and waterlogged lungs contribute to the diagnosis. Herein, we aim to reveal the practical usefulness and postmortem changes of the maxillary sinus fluid volume to diagnose drowning. METHODS: We evaluated 52 drowning and 59 nondrowning cases. The maxillary sinus fluid volume was measured using a computed tomography (CT) scan, and pleural effusion volume and lung weight were manually measured at autopsy. The utility of these three indices for diagnosing drowning and its postmortem changes was evaluated. RESULTS: The maxillary sinus fluid volume was significantly higher in drowning cases than in other external causes and cardiovascular death cases. Receiver operating characteristic curve analysis revealed that a total maxillary sinus fluid volume >1.04 mL more usefully indicated drowning (odds ratio, 8.19) than a total pleural effusion volume >175 mL (odds ratio, 7.23) and a total lung weight >829 g (odds ratio, 2.29). The combination of maxillary sinus fluid volume and pleural effusion volume more effectively predicted drowning than one index alone. Moreover, the maxillary sinus fluid volume was less influenced by the postmortem interval than the other two indices up to a week after death. CONCLUSION: Maxillary sinus fluid volume can be more useful than pleural effusion volume and lung weight with higher sensitivity and odds ratio for diagnosing drowning. IMPLICATIONS FOR PRACTICE: Fluid accumulation in both the maxillary sinuses strongly predicts drowning in the postmortem imaging.


Asunto(s)
Ahogamiento , Derrame Pleural , Humanos , Ahogamiento/diagnóstico por imagen , Seno Maxilar/diagnóstico por imagen , Autopsia/métodos , Derrame Pleural/diagnóstico por imagen , Cambios Post Mortem
12.
Br J Cancer ; 108(3): 653-61, 2013 Feb 19.
Artículo en Inglés | MEDLINE | ID: mdl-23322197

RESUMEN

BACKGROUND: MicroRNA (miRNA, miR)-18a is a member of the miR-17-92 cluster, an important locus that is markedly overexpressed in several cancers and associated with cancer development and progression. However, the mechanism of action of the miR-17-92 cluster and its individual miRNAs are largely unknown. METHODS AND RESULTS: In this study, we investigated the expression of the miR-17-92 cluster by in situ hybridisation (ISH) assay and copy-number analysis in gastric tissue microarray (TMA) specimens. We determined that miR-18a was present at higher levels than the other five miRNAs in the cluster. In addition, we identified Protein Inhibitor of Activated Signal Transducer and Activator of Transcription 3 (PIAS3) as a direct target of miR-18a in gastric cancer. miR-18a level was positively correlated with levels of Survivin, Bcl-xL, and c-Myc, which are downstream transcriptional targets of Signal Transducer and Activator of Transcription 3 (STAT3). STAT3-induced transcription can be negatively regulated by PIAS3; consistent with this, PIAS3 level was negatively correlated with levels of Survivin, Bcl-xL, and c-Myc. CONCLUSION: Our findings indicate that miR-18a acts as an oncogene and plays a role in gastric adenocarcinogenesis, at least in part by negatively regulating PIAS3 and thereby modulating expression of STAT3 target genes.


Asunto(s)
Adenocarcinoma/genética , Regulación Neoplásica de la Expresión Génica , MicroARNs/genética , Chaperonas Moleculares/metabolismo , Proteínas Inhibidoras de STAT Activados/metabolismo , Factor de Transcripción STAT3/metabolismo , Neoplasias Gástricas/genética , Adenocarcinoma/metabolismo , Adenocarcinoma/patología , Anciano , Biomarcadores de Tumor/genética , Biomarcadores de Tumor/metabolismo , Proliferación Celular , Femenino , Mucosa Gástrica/metabolismo , Humanos , Técnicas para Inmunoenzimas , Hibridación in Situ , Masculino , Chaperonas Moleculares/genética , Estadificación de Neoplasias , Pronóstico , Proteínas Inhibidoras de STAT Activados/genética , ARN Mensajero/genética , Reacción en Cadena en Tiempo Real de la Polimerasa , Reacción en Cadena de la Polimerasa de Transcriptasa Inversa , Factor de Transcripción STAT3/genética , Estómago/patología , Neoplasias Gástricas/metabolismo , Neoplasias Gástricas/patología , Análisis de Matrices Tisulares , Células Tumorales Cultivadas
13.
Ann Oncol ; 29(8): 1634-1657, 2018 08 01.
Artículo en Inglés | MEDLINE | ID: mdl-30032243
14.
Breast Cancer Res Treat ; 142(1): 69-80, 2013 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-24122389

RESUMEN

This randomized, multicenter study compared the efficacy of docetaxel with or without capecitabine following fluorouracil/epirubicin/cyclophosphamide (FEC) therapy in operable breast cancer and investigated the role of Ki67 as a predictive biomarker. Patients were randomized to 4 cycles of docetaxel/capecitabine (docetaxel: 75 mg/m2 on day 1; capecitabine: 1,650 mg/m2 on days 1­14 every 3 weeks) or docetaxel alone (75 mg/m2 on day 1 every 3 weeks) after completion of 4 cycles of FEC (5-fluorouracil 500 mg/m2, epirubicin 100 mg/m2 and cyclophosphamide 500 mg/m2 on day 1 every 3 weeks). The primary endpoint was the pathological complete response (pCR) rate. Predictive factor analysis was conducted using clinicopathological markers, including hormone receptors and Ki67 labeling index (Ki67LI). A total of 477 patients were randomized; the overall response in the docetaxel/capecitabine and docetaxel groups was 88.3 and 87.4 %, respectively. There were no significant differences in the pCR rate (docetaxel/capecitabine: 23 %; docetaxel: 24 %; p = 0.748), disease-free survival, or overall survival. However, patients with mid-range Ki67LI (10­20 %) showed a trend towards improved pCR rate with docetaxel/capecitabine compared to docetaxel alone. Furthermore, multivariate logistic regression analysis showed pre-treatment Ki67LI (odds ratio 1.031; 95 % CI 1.014­1.048; p = 0.0004) to be a significant predictor of pCR in this neoadjuvant treatment setting. Docetaxel/capecitabine (after 4 cycles of FEC) did not generate significant improvement in pCR compared to docetaxel alone. However, exploratory analyses suggested that assessment of pre-treatment Ki67LI may be a useful tool in the identification of responders to preoperative docetaxel/capecitabine in early-stage breast cancer.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Neoplasias de la Mama/tratamiento farmacológico , Neoplasias de la Mama/patología , Adulto , Anciano , Protocolos de Quimioterapia Combinada Antineoplásica/efectos adversos , Biomarcadores/metabolismo , Neoplasias de la Mama/metabolismo , Neoplasias de la Mama/mortalidad , Capecitabina , Ciclofosfamida , Desoxicitidina/administración & dosificación , Desoxicitidina/análogos & derivados , Docetaxel , Epirrubicina , Femenino , Fluorouracilo/administración & dosificación , Fluorouracilo/análogos & derivados , Humanos , Antígeno Ki-67/metabolismo , Persona de Mediana Edad , Terapia Neoadyuvante , Clasificación del Tumor , Estadificación de Neoplasias , Cuidados Preoperatorios , Pronóstico , Factores de Riesgo , Taxoides/administración & dosificación , Resultado del Tratamiento
15.
J Oral Rehabil ; 40(6): 450-6, 2013 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-23550977

RESUMEN

Velopharyngeal closure plays an important role in preventing air pressure leakage during swallowing and phonation from oropharynx to nasopharynx. Levator veli palatini muscle activity is influenced by oral and nasal air pressure, volume of the swallow bolus and postural changes. However, it is unclear how velopharyngeal closing pressure is affected by reclining posture. The purpose of this study was to investigate the effects of reclining posture on velopharyngeal closing pressure during swallowing and phonation. Nine healthy male volunteers (age range, 27-34 years) participated in this study. Velopharyngeal closing pressure during a dry swallow, a 5-mL liquid swallow, a 5-mL honey-thick liquid swallow and phonations of /P∧/ and /K∧/ were evaluated in an upright posture and at reclining postures of 60° and 30°. A manometer catheter was inserted transnasally onto the soft palate, and each trial was repeated three times. A solid-state manometer catheter with an intra-luminal transducer was used to evaluate the amplitude and duration of each trial, and data were statistically analysed. Average amplitudes during dry and liquid swallows were significantly lower in reclining postures compared with the upright posture, but the amplitude was not significantly different during the thick liquid swallow. Average durations were not affected by postural changes. The amplitudes during phonations were lower in reclining postures, but the differences were not significant. Velopharyngeal closure is significantly affected by reclining posture. This suggests that velopharyngeal closing pressure may be adjusted according to afferent inputs, such as reclining posture and bolus viscosity.


Asunto(s)
Deglución/fisiología , Paladar Blando/fisiología , Faringe/fisiología , Fonación/fisiología , Postura/fisiología , Adulto , Humanos , Masculino , Manometría
16.
J Gen Virol ; 93(Pt 5): 1076-1080, 2012 May.
Artículo en Inglés | MEDLINE | ID: mdl-22258865

RESUMEN

Although ORF23 is conserved among gammaherpesviruses, its role during infection is unknown. Here, we studied the expression of ORF23 of murine gammaherpesvirus 68 (MHV-68) and its role during infection. ORF23 mRNA was detected in infected cells as a late transcript. The ORF23 protein product could be expressed and detected as an N-terminally FLAG-tagged protein by Western blot and indirect immunofluorescence. To investigate the role of ORF23 in the infection cycle of a gammaherpesvirus, we constructed an ORF23 deletion mutant of MHV-68. The analysis of the ORF23 deletion mutant suggested that ORF23 of MHV-68 is neither essential for replication in cell culture nor for lytic or latent infection in vivo. A phenotype of the ORF23 deletion mutant, reflected by a moderate reduction in lytic replication and latency amplification, was only detectable in the face of direct competition to the parental virus.


Asunto(s)
Sistemas de Lectura Abierta , Rhadinovirus/patogenicidad , Proteínas Virales/metabolismo , Replicación Viral , Animales , Western Blotting , Infecciones por Coronaviridae/patología , Infecciones por Coronaviridae/virología , Eliminación de Gen , Perfilación de la Expresión Génica , Pulmón/virología , Ratones , Ratones Endogámicos BALB C , Ratones Endogámicos C57BL , Biosíntesis de Proteínas , Rhadinovirus/crecimiento & desarrollo , Bazo/virología , Transcripción Genética , Carga Viral , Proteínas Virales/genética
19.
Breast Cancer Res Treat ; 134(2): 661-70, 2012 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-22689089

RESUMEN

Nomogram, a standard technique that utilizes multiple characteristics to predict efficacy of treatment and likelihood of a specific status of an individual patient, has been used for prediction of response to neoadjuvant chemotherapy (NAC) in breast cancer patients. The aim of this study was to develop a novel computational technique to predict the pathological complete response (pCR) to NAC in primary breast cancer patients. A mathematical model using alternating decision trees, an epigone of decision tree, was developed using 28 clinicopathological variables that were retrospectively collected from patients treated with NAC (n = 150), and validated using an independent dataset from a randomized controlled trial (n = 173). The model selected 15 variables to predict the pCR with yielding area under the receiver operating characteristics curve (AUC) values of 0.766 [95 % confidence interval (CI)], 0.671-0.861, P value < 0.0001) in cross-validation using training dataset and 0.787 (95 % CI 0.716-0.858, P value < 0.0001) in the validation dataset. Among three subtypes of breast cancer, the luminal subgroup showed the best discrimination (AUC = 0.779, 95 % CI 0.641-0.917, P value = 0.0059). The developed model (AUC = 0.805, 95 % CI 0.716-0.894, P value < 0.0001) outperformed multivariate logistic regression (AUC = 0.754, 95 % CI 0.651-0.858, P value = 0.00019) of validation datasets without missing values (n = 127). Several analyses, e.g. bootstrap analysis, revealed that the developed model was insensitive to missing values and also tolerant to distribution bias among the datasets. Our model based on clinicopathological variables showed high predictive ability for pCR. This model might improve the prediction of the response to NAC in primary breast cancer patients.


Asunto(s)
Neoplasias de la Mama/tratamiento farmacológico , Carcinoma Ductal de Mama/tratamiento farmacológico , Minería de Datos , Adulto , Anciano , Área Bajo la Curva , Quimioterapia Adyuvante , Simulación por Computador , Interpretación Estadística de Datos , Árboles de Decisión , Femenino , Humanos , Modelos Logísticos , Persona de Mediana Edad , Modelos Biológicos , Análisis Multivariante , Terapia Neoadyuvante , Nomogramas , Curva ROC , Estudios Retrospectivos , Resultado del Tratamiento
20.
Clin Exp Rheumatol ; 30(1): 85-92, 2012.
Artículo en Inglés | MEDLINE | ID: mdl-22325923

RESUMEN

OBJECTIVES: We simultaneously assessed ultrasonography (US) and magnetic resonance imaging (MRI) in comparison with histopathological changes in the knee joints of long-lasting arthritis patients. METHODS: We studied 15 patients with rheumatoid arthritis and 5 patients with osteoarthritis, who underwent total knee arthroplasty. On the day before surgery, the joints were examined by US and contrast-enhanced MRI. In US, synovitis was graded with 0-3 grey scale (GSUS) and power Doppler (PDUS). In MRI, synovitis was graded according to OMERACT-RAMRIS (grade 0-3). Synovial tissue samples were obtained during arthroplasty and evaluated on the basis of inflammatory cell infiltrates (grade 0-3), synovial lining layer thickness (grade 0-3) and vascularity (grade 0-3). RESULTS: Positive findings of PDUS and contrast-enhanced MRI were 45% and 85% of 20 operated joints, respectively. GSUS, PDUS and MRI synovitis were well correlated with overall histopathological grades of synovitis (Spearman correlation coefficients 0.48, 0.84 and 0.48, p<0.05, p<0.01 and p<0.05, respectively). Moreover, positive PDUS findings were closely associated with all pathological comportments of synovitis including inflammatory cell infiltrates, synovial lining layer thickness and vascularity. CONCLUSIONS: The present study revealed that positive PDUS findings more faithfully illustrated active synovitis than MRI, whereas contrast-enhanced MRI was more sensitive in detecting synovitis in patients with long-lasting arthritis. It is important to understand distinct features of the both modalities for clinical assessment of chronic joint diseases.


Asunto(s)
Artroplastia de Reemplazo de Rodilla , Articulación de la Rodilla/cirugía , Imagen por Resonancia Magnética/métodos , Sinovitis/diagnóstico , Ultrasonografía Doppler/métodos , Adulto , Anciano , Anciano de 80 o más Años , Artritis Reumatoide/diagnóstico por imagen , Artritis Reumatoide/patología , Artritis Reumatoide/cirugía , Femenino , Humanos , Articulación de la Rodilla/diagnóstico por imagen , Articulación de la Rodilla/patología , Masculino , Persona de Mediana Edad , Osteoartritis/diagnóstico por imagen , Osteoartritis/patología , Osteoartritis/cirugía , Sinovitis/diagnóstico por imagen , Sinovitis/patología , Sinovitis/cirugía
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