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1.
Healthcare (Basel) ; 11(13)2023 Jul 06.
Artigo em Inglês | MEDLINE | ID: mdl-37444784

RESUMO

To evaluate the adoption of an integrated eHealth platform for televisit/monitoring/consultation during the COVID-19 pandemic. METHODS: During the lockdown imposed by the Italian government during the COVID19 pandemic spread, a dedicated multi-professional working group was set up in the Radiation Oncology Department with the primary aim of reducing patients' exposure to COVID-19 by adopting de-centralized/remote consultation methodologies. Each patient's clinical history was screened before the visit to assess if a traditional clinical visit would be recommended or if a remote evaluation was to be preferred. Real world data (RWD) in the form of patient-reported outcomes (PROMs) and patient reported experiences (PREMs) were collected from patients who underwent televisit/teleconsultation through the eHealth platform. RESULTS: During the lockdown period (from 8 March to 4 May 2020) a total of 1956 visits were managed. A total of 983 (50.26%) of these visits were performed via email (to apply for and to upload of documents) and phone call management; 31 visits (1.58%) were performed using the eHealth system. Substantially, all patients found the eHealth platform useful and user-friendly, consistently indicating that this type of service would also be useful after the pandemic. CONCLUSIONS: The rapid implementation of an eHealth system was feasible and well-accepted by the patients during the pandemic. However, we believe that further evidence is to be generated to further support large-scale adoption.

2.
Cancers (Basel) ; 14(7)2022 Mar 24.
Artigo em Inglês | MEDLINE | ID: mdl-35406415

RESUMO

Aims: Between 11 to 14% of patients with locally advanced rectal cancer (LARC) have positive lateral pelvic lymph nodes (LPLN) at diagnosis, related to a worse prognosis with a 5-year survival rate between 30 to 40%. The best treatment choice for this group of patients is still a challenge. The optimal radiotherapy (RT) dose for LPLN patients has been investigated. Methods: We retrospectively collected data from LARC patients with LPLN at the primary staging MRI, treated in our center from March 2003 to December 2020. Patients underwent a neoadjuvant concomitant chemo-radiotherapy (CRT) treatment on the primary tumor (T), mesorectum, and pelvic nodes, associated with a fluoride-based chemotherapy. The total reached dose was 45 Gy at 1.8 Gy/fr on the elective sites and 55 Gy at 2.2 Gy/fr on the disease and mesorectum. Patients were divided in two groups based on whether they received a simultaneous integrated RT boost on the LPLN or not. Overall Survival (OS), Disease Free Survival (DFS), Metastasis Free Survival (MFS), and Local Control (LC) were evaluated in the whole group and then compared between the two groups. Results: A total of 176 patients were evaluated: 82 were included in the RT boost group and 94 in the non-RT boost group. The median follow-up period was 57.8 months. All the clinical endpoint (OS, DFS, MFS, LC), resulted were affected by the simultaneous integrated boost on LPLN with a survival rate of 84.7%, 79.5%, 84.1%, and 92%, respectively, in the entire population. From the comparison of the two groups, there was a statistical significance towards the RT boost group with a p < 0.006, 0.030, 0.042, 0.026, respectively. Conclusions: Concomitant radiotherapy boost on positive LPLN has shown to be beneficial on the survival outcomes (OS, DFS, MFR, and LC) in patients with LARC and LPLN. This analysis demonstrates that a higher dose of radiotherapy on positive pelvic lymph nodes led not only to a higher local control but also to a better survival rate. These results, if validated by future prospective studies, can bring a valid alternative to the surgery dissection without the important side effects and permanent disabilities observed during the years.

3.
Clin Transl Radiat Oncol ; 34: 30-36, 2022 May.
Artigo em Inglês | MEDLINE | ID: mdl-35340685

RESUMO

Design: Neoadjuvant chemoradiotherapy (nCRT) followed by surgery is the standard of care for locally advanced rectal cancer (LARC).Several studies have shown a correlation between a longer interval between the end of nCRT and surgery (surgical interval - SI) and an increased pathological complete response (pCR) rate, with a maximum obtained between 10 and 13 weeks.The primary endpoint of this multicenter, 2-arm randomised trial is to investigate SI lengthening, evaluating the difference in terms of complete response (CR) and Tumor Regression Grade (TRG)1 rate in the two arms. Secondly, the impact of SI lengthening on survival outcomes and quality of life (QoL) will be investigated. Methods: Intermediate-risk LARC patients undergoing nCRT will be prospectively included in the study. nCRT will be administered with a total dose of 55 Gy in 25 fractions on Gross Tumor Volume (GTV) plus the corresponding mesorectum of 45 Gy in 25 fractions on the whole pelvis. Chemotherapy with oral capecitabine will be administered continuously.The patients achieving a clinical major or complete response assessed at clinical-instrumental re-evaluation at 7-8 weeks after treatment completion, will be randomized into two groups, to undergo surgery or local excision at 9-11 weeks (control arm) or at 13-16 weeks (experimental arm). Pathological response will be assessed on the surgical specimen using the AJCC TNM v.7 and the TRG according to Mandard. Patients will be followed up to evaluate toxicity and QoL.The promoter center of the trial will conduct the randomization process through an automated procedure to prevent any possible bias.For sample size calculation, using CR difference of 20% as endpoint, 74 patients per arm will be enrolled. Conclusions: The results of this study may prospectively provide a new time frame for the clinical re-evaluation for complete/major responders patients in order to increase the CR rate to nCRT.Trial registration:ClinicalTrials.gov Identifier: NCT03581344.

4.
Radiol Med ; 127(1): 11-20, 2022 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-34725772

RESUMO

PURPOSE: Our study investigated the contribution that the application of radiomics analysis on post-treatment magnetic resonance imaging can add to the assessments performed by an experienced disease-specific multidisciplinary tumor board (MTB) for the prediction of pathological complete response (pCR) after neoadjuvant chemoradiotherapy (nCRT) in locally advanced rectal cancer (LARC). MATERIALS AND METHODS: This analysis included consecutively retrospective LARC patients who obtained a complete or near-complete response after nCRT and/or a pCR after surgery between January 2010 and September 2019. A three-step radiomics features selection was performed and three models were generated: a radiomics model (rRM), a multidisciplinary tumor board model (yMTB) and a combined model (CM). The predictive performance of models was quantified using the receiver operating characteristic (ROC) curve, evaluating the area under curve (AUC). RESULTS: The analysis involved 144 LARC patients; a total of 232 radiomics features were extracted from the MR images acquired post-nCRT. The yMTB, rRM and CM predicted pCR with an AUC of 0.82, 0.73 and 0.84, respectively. ROC comparison was not significant (p = 0.6) between yMTB and CM. CONCLUSION: Radiomics analysis showed good performance in identifying complete responders, which increased when combined with standard clinical evaluation; this increase was not statistically significant but did improve the prediction of clinical response.


Assuntos
Imageamento por Ressonância Magnética/métodos , Terapia Neoadjuvante/métodos , Neoplasias Retais/diagnóstico por imagem , Neoplasias Retais/patologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Estudos de Coortes , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estadiamento de Neoplasias , Valor Preditivo dos Testes , Prognóstico , Neoplasias Retais/terapia , Reto/diagnóstico por imagem , Estudos Retrospectivos , Resultado do Tratamento
5.
Front Oncol ; 11: 774413, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34956893

RESUMO

INTRODUCTION: The aim of this study was to create a radiomic model able to calculate the probability of 5-year disease-free survival (5yDFS) when oxaliplatin (OXA) is or not administered in patients with locally advanced rectal cancer (LARC) and treated with neoadjuvant chemoradiotherapy (nCRT), allowing physicians to choose the best chemotherapy (CT) regimen. METHODS: LARC patients with cT3-4 cN0 or cT1-4 cN1-2 were treated according to an nCRT protocol that included concomitant CT schedules with or without OXA and radiotherapy dose of 55 Gy in 25 fractions. Radiomic analysis was performed on the T2-weighted (T2-w) MR images acquired during the initial tumor staging. Statistical analysis was performed separately for the cohort of patients treated with and without OXA. The ability of every single radiomic feature in predicting 5yDFS as a univariate analysis was assessed using the Wilcoxon-Mann-Whitney (WMW) test or t-test. Two logistic models (one for each cohort) were calculated, and their performance was assessed using the area under the receiver operating characteristic (ROC) curve (AUC). RESULTS: A total of 176 image features belonging to four families (morphological, statistical, textural, and fractal) were calculated for each patient. At the univariate analysis, the only feature showing significance in predicting 5yDFS was the maximum fractal dimension of the subpopulation identified considering 30% and 50% as threshold levels (maxFD30-50). Once the models were developed using this feature, an AUC of 0.67 (0.57-0.77) and 0.75 (0.56-0.95) was obtained for patients treated with and without OXA, respectively. A maxFD30-50 >1.6 was correlated to a higher 5yDFS probability in patients treated with OXA. CONCLUSION: This study suggests that radiomic analysis of MR T2-w images can be used to define the optimal concomitant CT regimen for stage III LARC cancer patients. In particular, by providing an indication of the gross tumor volume (GTV) spatial heterogeneity at initial staging, maxFD30-50 seems to be able to predict the probability of 5yDFS. New studies including a larger cohort of patients and external validation sets are recommended to verify the results of this hypothesis-generating study.

6.
Clin Transl Radiat Oncol ; 28: 1-9, 2021 May.
Artigo em Inglês | MEDLINE | ID: mdl-33732909

RESUMO

BACKGROUND: Conservative approach has emerged as an option for the management of rectal cancer (RC) patients with a near or complete clinical response after neoadjuvant chemoradiotherapy (nCRT). The aim of this study is to assess the impact of the conservative approach by comparing patients' survival outcomes and quality of life with those who had surgical resection. METHODS: A single-institution and retrospective study including RC patients who reached a near complete or complete clinical response after nCRT from January 2010 to September 2019. Conservative approaches included local excision or watch and wait strategy; surgery approaches included anterior resection or abdominal-perineal resection.Local regrowth (LR), overall survival, disease free survival, metastasis free survival and colostomy free survival were evaluated through Kaplan-Meier curves and compared trough log-rank tests. Quality of life was measured by the following validated questionnaires: EORTC QLC30, EORTC QLQ - CR29 and Fecal Incontinence Quality of Life scale. RESULTS: Overall 157 patients were analyzed: 105 (66,9%) underwent radical surgery and 52 (33,1%) had a conservative approach. With a median follow-up of 51 months, 2 patients in the surgical group had a local recurrence and 8 in the conservative group had a LR, respectively. Distance metastasis occurred in 7 and 1 patients of surgical and conservative group, respectively. No differences were detected in terms of survival outcomes except for colostomy free survival (p: 0,01). The conservative group showed better intestinal (p < 0.01) and sexual (p: 0,04) function and emotional status (p: 0,02). CONCLUSIONS: Conservative approach seems to be safe in terms of survival outcomes with a significant advantage on quality of life in RC patients who achieved clinical complete response after nCRT.

7.
J Pers Med ; 11(2)2021 Jan 22.
Artigo em Inglês | MEDLINE | ID: mdl-33498985

RESUMO

BACKGROUND: Artificial Intelligence (AI) is increasingly used for process management in daily life. In the medical field AI is becoming part of computerized systems to manage information and encourage the generation of evidence. Here we present the development of the application of AI to IT systems present in the hospital, for the creation of a DataMart for the management of clinical and research processes in the field of breast cancer. MATERIALS AND METHODS: A multidisciplinary team of radiation oncologists, epidemiologists, medical oncologists, breast surgeons, data scientists, and data management experts worked together to identify relevant data and sources located inside the hospital system. Combinations of open-source data science packages and industry solutions were used to design the target framework. To validate the DataMart directly on real-life cases, the working team defined tumoral pathology and clinical purposes of proof of concepts (PoCs). RESULTS: Data were classified into "Not organized, not 'ontologized' data", "Organized, not 'ontologized' data", and "Organized and 'ontologized' data". Archives of real-world data (RWD) identified were platform based on ontology, hospital data warehouse, PDF documents, and electronic reports. Data extraction was performed by direct connection with structured data or text-mining technology. Two PoCs were performed, by which waiting time interval for radiotherapy and performance index of breast unit were tested and resulted available. CONCLUSIONS: GENERATOR Breast DataMart was created for supporting breast cancer pathways of care. An AI-based process automatically extracts data from different sources and uses them for generating trend studies and clinical evidence. Further studies and more proof of concepts are needed to exploit all the potentials of this system.

8.
Clin Transl Radiat Oncol ; 18: 80-86, 2019 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-31341981

RESUMO

•This study represents one of the first reports of online MRgRT.•Integrated Low-field MR provides better anatomical visualization than CBCT or MVCT.•Better visualization of the target can help to reduce the margins from CTV to PTV.•MRgRT appears a feasible option in rectal cancer treatment offering potential benefits.•MRgRT represents a promising technology for rectal cancer management.

9.
Am J Clin Oncol ; 31(3): 280-4, 2008 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-18525308

RESUMO

OBJECTIVE: Aim of this study is to evaluate the feasibility of an accelerated fractionation radiotherapy by concomitant boost in locally advanced cervical cancer patients, to explore the maximum tolerated dose (MTD) of radiation through a dose-escalation scheme, and to verify if increasing the radiation dose would result in a higher rate of pathologic complete response. METHODS: During the first and the last week of treatment, a combination of cisplatin (20 mg/mq/d, IV, days 1-4) and 5-fluorouracil (1 g/mq/d, continuous venous infusion, days 1-4) was administered. The dose escalation of external radiotherapy was delivered on the primary tumor, using the concomitant boost technique (CB, 90 cGy per fraction), delivering 3 different dose levels: (1) 1 weekly boost for a total dose of 4320 cGy; (2) 2 weekly boosts, total dose 4680 cGy; (3) 3 weekly boosts, total dose of 5040 cGy. RESULTS: Eighteen patients were submitted to a radiochemotherapeutic schedule of 3960 cGy in 22 fractions on pelvic lymph nodal stations. The MTD of radiation was not reached, being the only toxicities registered neutropenia G3 (n = 4), thrombocytopenia G3 (n = 1), stomatitis G3 (n = 1), diarrhea G3 (n = 2) easily managed. Six weeks after the end of radiochemotherapy, 17 patients were submitted to radical surgery, and are therefore evaluable for pathologic response. Among them, 15 complete remissions (88.2%, including 3 microscopical partial response), 1 partial response (5.9%), and 1 progression (5.9%) have been observed. CONCLUSIONS: These results demonstrate, even if in a small study, that this regimen of concurrent chemoradiation followed by radical surgery is well tolerated.


Assuntos
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Neoplasias do Colo do Útero/tratamento farmacológico , Neoplasias do Colo do Útero/radioterapia , Adulto , Idoso , Quimioterapia Adjuvante , Cisplatino/administração & dosagem , Fracionamento da Dose de Radiação , Estudos de Viabilidade , Feminino , Fluoruracila/administração & dosagem , Seguimentos , Humanos , Metástase Linfática , Dose Máxima Tolerável , Pessoa de Meia-Idade , Estadiamento de Neoplasias , Dosagem Radioterapêutica , Radioterapia Adjuvante , Indução de Remissão , Neoplasias do Colo do Útero/patologia , Neoplasias do Colo do Útero/cirurgia
10.
Gynecol Oncol ; 103(2): 500-5, 2006 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-16677692

RESUMO

OBJECTIVE: The aim of this study was to investigate the role of anemia at presentation (basal HB) and during treatment (nadir HB) as predictor of pathological response, as well as disease-free (DFS) and overall survival (OS) in LACC patients undergoing chemoradiation followed by radical surgery. METHODS: 114 consecutive LACC patients were accrued at the Gynecologic Oncology Unit, Catholic University, Rome and at the Department of Oncology, Catholic University of Campobasso, Italy. Neoadjuvant treatment included chemotherapy with cisplatin (20 mg/m2) and 5-fluorouracil (1000 mg/m2, 24-h infusion) (both on days 1-4 and 27-30) and external radiotherapy to the whole pelvic region (22 fractions, 1.8 Gy/day, totaling 39.6 Gy). Clinical responders underwent radical surgery. Hemoglobin levels were recorded and expressed in gram per literx10(-2) (g/dl). The value of 10 g/dl was arbitrarily chosen as cut-off value. RESULTS: In cases showing high basal HB status, the percentage of pathological response was significantly higher than in patients showing low HB status (76.3% versus 46.7%) (P value=0.027). When logistic regression was applied, only advanced stage remained associated with a poor chance of response to treatment. Cases with low basal HB status had a shorter DFS and OS than cases with a high HB status (P value=0.0001 and 0.0022, respectively). Similar results were obtained when analyzing nadir HB status. In multivariate analysis, high basal HB status, and advanced stage, retained an independent negative prognostic role for DFS and OS. CONCLUSIONS: Anemia identifies LACC patients administered preoperative radiochemotherapy, who are at higher risk of recurrence and death of disease.


Assuntos
Anemia/complicações , Neoplasias do Colo do Útero/sangue , Neoplasias do Colo do Útero/terapia , Adulto , Idoso , Anemia/etiologia , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Cisplatino/administração & dosagem , Intervalo Livre de Doença , Feminino , Fluoruracila/administração & dosagem , Humanos , Pessoa de Meia-Idade , Terapia Neoadjuvante , Estadiamento de Neoplasias , Cuidados Pré-Operatórios , Taxa de Sobrevida , Resultado do Tratamento , Neoplasias do Colo do Útero/patologia
11.
Rays ; 30(2): 157-68, 2005.
Artigo em Inglês | MEDLINE | ID: mdl-16294909

RESUMO

The radiation-induced cardiovascular pathology represents a major cause of morbidity and mortality in patients undergoing therapeutic chest irradiation. There is a broad range of clinical manifestations probably associated with dose, volume and technique of irradiation. From the assumption that prevention is the best way to manage radiation-induced cardiotoxicity, based on the pathophysiogenesis of heart structures, a number of reports of the literature are reviewed. They consider the incidence of cardiovascular disease in patients affected by Hodgkin's lymphoma and breast cancer. The dosimetric prevention is takled in terms of therapeutic procedures and doses (IMRT, 3DCRT) with particular reference to the impact on cardiotoxicity of parameters as maximum heart distance (MHD), mean lung dose (MLD), normal tissue complication probability (NTCP) and V30. The different evaluation criteria of cardiotoxicity are reported, based on the review of the major scoring scales of acute and late complications, which have been worked out in the course of time (LENT-SOMA, RTOG, CTC v.2.0 and CTC v.3.0). The monitoring system of late toxicity used by the authors is presented.


Assuntos
Doenças Cardiovasculares/etiologia , Sistema Cardiovascular/efeitos da radiação , Radioterapia Conformacional/efeitos adversos , Neoplasias da Mama/radioterapia , Doenças Cardiovasculares/fisiopatologia , Relação Dose-Resposta à Radiação , Doença de Hodgkin/radioterapia , Humanos , Doses de Radiação , Dosagem Radioterapêutica
12.
Rays ; 27(3): 219-22, 2002.
Artigo em Inglês | MEDLINE | ID: mdl-12696253

RESUMO

Rectal cancer includes a wide range of diseases that require personalized treatments for optimization of results. Colorectal cancer is one of the best characterized for the genetic events underlying the development of malignancy. Most colorectal carcinomas develop from benign preneoplastic lesions; progression from benign adenoma to malignant carcinoma advances throughout a series of well defined histological stages of the adenoma-carcinoma sequence. The etiology of colorectal cancer is multifactorial with the participation of environmental factors, genetic susceptibility and somatic mutations during onset and progression. Molecular parameters of specific tumors can be predictive of therapeutic outcome or prognostic of the individual natural history. Main biological factors and their mechanisms of action in terms of response to therapies and late outcome, are illustrated.


Assuntos
Fatores Biológicos , Neoplasias Retais/radioterapia , Neoplasias Colorretais/radioterapia , Humanos
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