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1.
Ann Oncol ; 28(2): 208-217, 2017 02 01.
Artigo em Inglês | MEDLINE | ID: mdl-27831505

RESUMO

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.


Assuntos
Neoplasias da Mama/tratamento farmacológico , Antineoplásicos/farmacologia , Antineoplásicos/uso terapêutico , Biomarcadores Tumorais/metabolismo , Pesquisa Biomédica , Neoplasias da Mama/diagnóstico , Neoplasias da Mama/metabolismo , Resistencia a Medicamentos Antineoplásicos , Feminino , Humanos , Terapia de Alvo Molecular , Melhoria de Qualidade , Resultado do Tratamento
2.
Breast Cancer Res Treat ; 163(3): 545-554, 2017 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-28337663

RESUMO

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.


Assuntos
Antineoplásicos Hormonais/administração & dosagem , Protocolos de Quimioterapia Combinada Antineoplásica/administração & dosagem , Neoplasias da Mama/tratamento farmacológico , Estradiol/análogos & derivados , Adulto , Idoso , Antineoplásicos Hormonais/efeitos adversos , Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos , Neoplasias da Mama/patologia , Intervalo Livre de Doença , Estradiol/administração & dosagem , Estradiol/efeitos adversos , Feminino , Fulvestranto , Humanos , Japão , Estimativa de Kaplan-Meier , Pessoa de Meia-Idade , Recidiva Local de Neoplasia/patologia , Estadiamento de Neoplasias , Modelos de Riscos Proporcionais , Estudos Retrospectivos , Falha de Tratamento , Resultado do Tratamento
4.
Br J Cancer ; 112(9): 1519-26, 2015 Apr 28.
Artigo em Inglês | MEDLINE | ID: mdl-25880010

RESUMO

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.


Assuntos
Biomarcadores Tumorais/sangue , Neoplasias da Mama/patologia , Transição Epitelial-Mesenquimal , Glicoproteínas de Membrana/sangue , Proteínas dos Microfilamentos/sangue , Recidiva Local de Neoplasia/patologia , Células Neoplásicas Circulantes/metabolismo , Western Blotting , Neoplasias da Mama/sangue , Neoplasias da Mama/genética , Neoplasias da Mama/mortalidade , Estudos de Casos e Controles , Feminino , Seguimentos , Humanos , Metástase Linfática , Glicoproteínas de Membrana/biossíntese , Proteínas dos Microfilamentos/biossíntese , Pessoa de Meia-Idade , Gradação de Tumores , Invasividade Neoplásica , Recidiva Local de Neoplasia/sangue , Recidiva Local de Neoplasia/genética , Recidiva Local de Neoplasia/mortalidade , Estadiamento de Neoplasias , Células Neoplásicas Circulantes/patologia , Prognóstico , RNA Mensageiro/genética , Reação em Cadeia da Polimerase em Tempo Real , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Taxa de Sobrevida
6.
Clin Genet ; 87(3): 279-83, 2015 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-24635491

RESUMO

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.


Assuntos
Síndrome de Andersen/diagnóstico , Síndrome de Andersen/genética , Mosaicismo , Mutação , Canais de Potássio Corretores do Fluxo de Internalização/genética , Alelos , Eletrocardiografia , Feminino , Genótipo , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Masculino , Linhagem , Fenótipo
7.
Br J Cancer ; 111(8): 1572-80, 2014 Oct 14.
Artigo em Inglês | MEDLINE | ID: mdl-25117811

RESUMO

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.


Assuntos
Ciclina G2/fisiologia , Desoxicitidina/análogos & derivados , MicroRNAs/metabolismo , Células-Tronco Neoplásicas/patologia , Neoplasias Pancreáticas/tratamento farmacológico , Animais , Antimetabólitos Antineoplásicos , Linhagem Celular Tumoral , Desoxicitidina/uso terapêutico , Resistencia a Medicamentos Antineoplásicos , Feminino , Humanos , Camundongos , Neoplasias Pancreáticas/patologia , Gencitabina
10.
Breast Cancer Res Treat ; 145(1): 143-53, 2014 May.
Artigo em Inglês | MEDLINE | ID: mdl-24682674

RESUMO

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.


Assuntos
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Neoplasias da Mama/tratamento farmacológico , Neoplasias da Mama/mortalidade , Terapia Neoadjuvante , Receptor ErbB-2/metabolismo , Anticorpos Monoclonais Humanizados/uso terapêutico , Intervalo Livre de Doença , Feminino , Humanos , Prognóstico , Estudos Retrospectivos , Trastuzumab
11.
Radiography (Lond) ; 30(1): 308-312, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-38091921

RESUMO

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.


Assuntos
Afogamento , Derrame Pleural , Humanos , Afogamento/diagnóstico por imagem , Seio Maxilar/diagnóstico por imagem , Autopsia/métodos , Derrame Pleural/diagnóstico por imagem , Mudanças Depois da Morte
12.
Br J Cancer ; 108(3): 653-61, 2013 Feb 19.
Artigo em Inglês | MEDLINE | ID: mdl-23322197

RESUMO

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.


Assuntos
Adenocarcinoma/genética , Regulação Neoplásica da Expressão Gênica , MicroRNAs/genética , Chaperonas Moleculares/metabolismo , Proteínas Inibidoras de STAT Ativados/metabolismo , Fator de Transcrição STAT3/metabolismo , Neoplasias Gástricas/genética , Adenocarcinoma/metabolismo , Adenocarcinoma/patologia , Idoso , Biomarcadores Tumorais/genética , Biomarcadores Tumorais/metabolismo , Proliferação de Células , Feminino , Mucosa Gástrica/metabolismo , Humanos , Técnicas Imunoenzimáticas , Hibridização In Situ , Masculino , Chaperonas Moleculares/genética , Estadiamento de Neoplasias , Prognóstico , Proteínas Inibidoras de STAT Ativados/genética , RNA Mensageiro/genética , Reação em Cadeia da Polimerase em Tempo Real , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Fator de Transcrição STAT3/genética , Estômago/patologia , Neoplasias Gástricas/metabolismo , Neoplasias Gástricas/patologia , Análise Serial de Tecidos , Células Tumorais Cultivadas
13.
Ann Oncol ; 29(8): 1634-1657, 2018 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-30032243
14.
Breast Cancer Res Treat ; 142(1): 69-80, 2013 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-24122389

RESUMO

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.


Assuntos
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Neoplasias da Mama/tratamento farmacológico , Neoplasias da Mama/patologia , Adulto , Idoso , Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos , Biomarcadores/metabolismo , Neoplasias da Mama/metabolismo , Neoplasias da Mama/mortalidade , Capecitabina , Ciclofosfamida , Desoxicitidina/administração & dosagem , Desoxicitidina/análogos & derivados , Docetaxel , Epirubicina , Feminino , Fluoruracila/administração & dosagem , Fluoruracila/análogos & derivados , Humanos , Antígeno Ki-67/metabolismo , Pessoa de Meia-Idade , Terapia Neoadjuvante , Gradação de Tumores , Estadiamento de Neoplasias , Cuidados Pré-Operatórios , Prognóstico , Fatores de Risco , Taxoides/administração & dosagem , Resultado do Tratamento
15.
J Oral Rehabil ; 40(6): 450-6, 2013 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-23550977

RESUMO

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.


Assuntos
Deglutição/fisiologia , Palato Mole/fisiologia , Faringe/fisiologia , Fonação/fisiologia , Postura/fisiologia , Adulto , Humanos , Masculino , Manometria
16.
J Gen Virol ; 93(Pt 5): 1076-1080, 2012 May.
Artigo em Inglês | MEDLINE | ID: mdl-22258865

RESUMO

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.


Assuntos
Fases de Leitura Aberta , Rhadinovirus/patogenicidade , Proteínas Virais/metabolismo , Replicação Viral , Animais , Western Blotting , Infecções por Coronaviridae/patologia , Infecções por Coronaviridae/virologia , Deleção de Genes , Perfilação da Expressão Gênica , Pulmão/virologia , Camundongos , Camundongos Endogâmicos BALB C , Camundongos Endogâmicos C57BL , Biossíntese de Proteínas , Rhadinovirus/crescimento & desenvolvimento , Baço/virologia , Transcrição Gênica , Carga Viral , Proteínas Virais/genética
19.
Breast Cancer Res Treat ; 134(2): 661-70, 2012 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-22689089

RESUMO

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.


Assuntos
Neoplasias da Mama/tratamento farmacológico , Carcinoma Ductal de Mama/tratamento farmacológico , Mineração de Dados , Adulto , Idoso , Área Sob a Curva , Quimioterapia Adjuvante , Simulação por Computador , Interpretação Estatística de Dados , Árvores de Decisões , Feminino , Humanos , Modelos Logísticos , Pessoa de Meia-Idade , Modelos Biológicos , Análise Multivariada , Terapia Neoadjuvante , Nomogramas , Curva ROC , Estudos Retrospectivos , Resultado do Tratamento
20.
Clin Exp Rheumatol ; 30(1): 85-92, 2012.
Artigo em Inglês | MEDLINE | ID: mdl-22325923

RESUMO

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.


Assuntos
Artroplastia do Joelho , Articulação do Joelho/cirurgia , Imageamento por Ressonância Magnética/métodos , Sinovite/diagnóstico , Ultrassonografia Doppler/métodos , Adulto , Idoso , Idoso de 80 Anos ou mais , Artrite Reumatoide/diagnóstico por imagem , Artrite Reumatoide/patologia , Artrite Reumatoide/cirurgia , Feminino , Humanos , Articulação do Joelho/diagnóstico por imagem , Articulação do Joelho/patologia , Masculino , Pessoa de Meia-Idade , Osteoartrite/diagnóstico por imagem , Osteoartrite/patologia , Osteoartrite/cirurgia , Sinovite/diagnóstico por imagem , Sinovite/patologia , Sinovite/cirurgia
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