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1.
Colorectal Dis ; 24(1): 68-76, 2022 01.
Artigo em Inglês | MEDLINE | ID: mdl-34611964

RESUMO

AIM: Systemic chemotherapy combining biological targeted therapies is the standard therapy for patients with metastatic colorectal cancer (mCRC), but effective markers are needed to identify clinical responders. Circulating tumour cells (CTCs) have been associated with prognosis in patients with mCRC. This study aimed to explore the relationship between CTC number and the clinical response of patients with advanced CRC. METHOD: Epithelial cell adhesion molecule-independent enrichment and CD45- fluorescence in situ hybridization immunofluorescence were used to detect peripheral blood CTCs in 79 patients with advanced CRC. Fisher's exact test and Spearman's rank correlation coefficient were used to analyse the correlation between CTC number and efficacy of chemotherapy. Kaplan-Meier and Cox regression analyses were used to evaluate progression-free survival (PFS). RESULTS: Among the evaluable patients, CTCs were significantly correlated with clinical response (r =4.891, p = 0.031). High CTC numbers were associated with a poor treatment response (r = -0.250, p = 0.027). Dynamic decrease in CTC number was associated with clinical response (p = 0.046). High baseline CTC number and carcinoembryonic antigen levels were prognostic factors for unfavourable PFS in multivariable analysis [hazard ratio (HR) = 3.30, p = 0.011 and HR = 2.04, p = 0.044, respectively]. Compared with the CTC-positive group, the CTC-negative group showed superior PFS (median PFS 15.53 vs. 9.43 months, p = 0.041) among CRC patients receiving first-line treatment. CONCLUSION: CTC number is a feasible biomarker for predicting outcomes in mCRC patients receiving systemic chemotherapy.


Assuntos
Neoplasias Colorretais , Células Neoplásicas Circulantes , Biomarcadores Tumorais , Neoplasias Colorretais/patologia , Humanos , Hibridização in Situ Fluorescente , Células Neoplásicas Circulantes/metabolismo , Células Neoplásicas Circulantes/patologia , Prognóstico
2.
J Med Syst ; 44(4): 76, 2020 Feb 28.
Artigo em Inglês | MEDLINE | ID: mdl-32112271

RESUMO

Poor Medication adherence causes significant economic impact resulting in hospital readmission, hospital visits and other healthcare costs. The authors developed a smartwatch application and a cloud based data pipeline for developing a user-friendly medication intake monitoring system that can contribute to improving medication adherence. The developed Android smartwatch application collects activity sensor data using accelerometer and gyroscope. The cloud-based data pipeline includes distributed data storage, distributed database management system and distributed computing frameworks in order to build a machine learning model which identifies activity types using sensor data. With the proposed sensor data extraction, preprocessing and machine learning algorithms, this study successfully achieved a high F1 score of 0.977 with 13.313 seconds of training time and 0.139 seconds for testing.


Assuntos
Aprendizado de Máquina , Adesão à Medicação , Aplicativos Móveis , Dispositivos Eletrônicos Vestíveis , Acelerometria , Teorema de Bayes , Computação em Nuvem , Humanos , Smartphone
3.
Tumour Biol ; 36(5): 3361-9, 2015 May.
Artigo em Inglês | MEDLINE | ID: mdl-25534239

RESUMO

The relative efficacy and safety of first-line metastatic colorectal cancer (mCRC) treatment regimens, capecitabine with irinotecan (CAPIRI) and 5-fluorouracil/leucovorin plus irinotecan (FOLFIRI), are not well defined. We identified and subsequently examined seven independent, randomized controlled clinical trials, performing a meta-analysis to compare these two treatment regimens. Using Medline, EMBASE, Cochrane Library (CENTRAL), and the American Society of Clinical Oncology Annual Meeting to search available literature until February 2014, we identified seven studies comparing safety and efficacy of CAPIRI and FOLFIRI in mCRC patients. These studies were pooled and evaluated for rates of progression-free survival (PFS), objective response rate (ORR), overall survival (OS), and diarrhea. CAPIRI and FOLFIRI demonstrated similar efficacy outcomes, though CAPIRI was associated with a higher incidence of diarrhea. CAPIRI and FOLFIRI are equally effective options for first-line treatment of mCRC.


Assuntos
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Neoplasias Colorretais/tratamento farmacológico , Camptotecina/administração & dosagem , Camptotecina/análogos & derivados , Capecitabina , Neoplasias Colorretais/patologia , Desoxicitidina/administração & dosagem , Desoxicitidina/análogos & derivados , Fluoruracila/administração & dosagem , Fluoruracila/análogos & derivados , Humanos , Irinotecano , Leucovorina/administração & dosagem , Metástase Neoplásica , Viés de Publicação
4.
Front Oncol ; 12: 964115, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35965580

RESUMO

Objectives: There is an urgent need for biomarkers that predict the survival outcome of patients diagnosed with metastatic pancreatic cancer, undergoing systemic chemotherapy. This study aimed to identify biomarkers associated with the survival of mPC patients treated with modified FOLFIRINOX (mFOLFIRINOX) as first-line chemotherapy. Methods: This was a retrospective study of 30 patients with mPC who received mFOLFIRINOX between October 2018 and March 2021. Data on carcinoembryonic antigen (CEA), cancer antigen (CA)199, interleukin (IL)-6, C-reactive protein (CRP), neutrophils, platelets, lymphocytes, and albumin were collected and dichotomized using the upper or lower limit, as appropriate. These markers were examined for their association with progression-free survival (PFS). A receiver operating characteristic (ROC) curve analysis was used to explore a suitable model to predict mFOLFIRINOX effectiveness. Results: IL-6 and CRP levels were associated with poor progression (P = 0.004 and P = <0.001, respectively) of mPC. The high IL-6 level was an independent poor prognostic factor for PFS (HR=4.66, 95%CI: 1.32-16.37, P=0.016) in the multivariable analysis. Patients with high IL-6 levels had a shorter PFS than those with low IL-6 levels (median PFS: 257 vs. 150 days, P=0.020). An increase in IL-6 and CRP levels during chemotherapy positively correlated with disease progression (P = <0.001 for both). The model combining IL-6 with CRP levels helped predict the outcomes of mPC patients treated with mFOLFIRINOX (AUC: 0.811, 95%CI: 0.639-0.983, P=0.003). Conclusions: The serum levels of IL-6 and CRP might be considered as valuable biomarkers in predicting the outcomes of patients with mPC who received the mFOLFIRINOX regimen.

5.
J Neurosurg Case Lessons ; 2(16): CASE21471, 2021 Oct 18.
Artigo em Inglês | MEDLINE | ID: mdl-35855277

RESUMO

BACKGROUND: Teratocarcinosarcoma traversing the anterior skull base is rarely reported in literature. The heterogenous and invasive features of the tumor pose challenges for surgical planning. With technological advancements, the endoscopic endonasal approach (EEA) has been emerging as a workhorse of anterior skull base lesions. To date, no case has been reported of EEA totally removing teratocarcinosarcomas with intracranial extensions. OBSERVATIONS: The authors provided an illustrative case of a 50-year-old otherwise healthy man who presented with left-sided epistaxis for a year. Imaging studies revealed a 31 × 60-mm communicating lesion of the anterior skull base. Gross total resection via EEA was achieved, and multilayered skull base reconstruction was performed. LESSONS: The endoscopic approach may be safe and effective for resection of extensive teratocarcinosarcoma of the anterior skull base. To minimize the risk of postoperative cerebrospinal fluid leaks, multilayered skull base reconstruction and placement of lumbar drainage are vitally important.

6.
Oncotarget ; 7(49): 81144-81155, 2016 Dec 06.
Artigo em Inglês | MEDLINE | ID: mdl-27835894

RESUMO

Therapies designed to target cancer stem cells (CSCs) in colorectal cancer (CRC) may improve treatment outcomes. Different markers have been used to identify CSCs or CSC-like cells in CRC, but the enrichment of CSCs using these markers has yet to be optimized. We recently reported the importance of Lgr5-positive CRC cells in cancer growth. Here, we studied the possibility of using Lgr5 and CXCR4 as CSC markers for CRC. We detected high Lgr5 and CXCR4 levels in stage IV CRC specimens. Both high Lgr5 and CXCR4 levels were associated with poor prognosis in stage IV CRC patients. In vitro, Lgr5+CXCR4-, CXCR4+Lgr5- and Lgr5+CXCR4+ cells were purified in human CRC cell lines and examined for their CSC properties. We found that compared to the unsorted cells, CXCR4+Lgr5-, Lgr5+CXCR4-, and Lgr5+/CXCR4+ cells showed significantly greater cancer mass after subcutaneous transplantation, greater tumor sphere formation, higher resistance to chemotherapy, and higher incidence of tumor formation after serial adoptive transplantation into NOD/SCID mice. Taken together, our data suggest that the combined use of Lgr5 and CXCR4 may facilitate the enrichment of CSCs in CRC, and that treating Lgr5+/CXCR4+ CRC cells may improve the outcome of CRC therapy.


Assuntos
Neoplasias Colorretais/metabolismo , Células-Tronco Neoplásicas/metabolismo , Receptores CXCR4/metabolismo , Receptores Acoplados a Proteínas G/metabolismo , Animais , Antineoplásicos/farmacologia , Células CACO-2 , Proliferação de Células , Neoplasias Colorretais/tratamento farmacológico , Neoplasias Colorretais/genética , Neoplasias Colorretais/patologia , Resistencia a Medicamentos Antineoplásicos , Feminino , Fluoruracila/farmacologia , Células HT29 , Humanos , Masculino , Camundongos Endogâmicos NOD , Camundongos SCID , Pessoa de Meia-Idade , Estadiamento de Neoplasias , Células-Tronco Neoplásicas/efeitos dos fármacos , Células-Tronco Neoplásicas/patologia , Compostos Organoplatínicos/farmacologia , Oxaliplatina , Fenótipo , Receptores CXCR4/genética , Receptores Acoplados a Proteínas G/genética , Transdução de Sinais/efeitos dos fármacos , Fatores de Tempo , Transfecção , Carga Tumoral , Ensaios Antitumorais Modelo de Xenoenxerto
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