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1.
Front Oncol ; 12: 937934, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36387203

RESUMO

Introduction: We hypothesized that increasing the pelvic integral dose (ID) and a higher dose per fraction correlate with worsening fatigue and functional outcomes in localized prostate cancer (PCa) patients treated with external beam radiotherapy (EBRT). Methods: The study design was a retrospective analysis of two prospective observational cohorts, REQUITE (development, n=543) and DUE-01 (validation, n=228). Data were available for comorbidities, medication, androgen deprivation therapy, previous surgeries, smoking, age, and body mass index. The ID was calculated as the product of the mean body dose and body volume. The weekly ID accounted for differences in fractionation. The worsening (end of radiotherapy versus baseline) of European Organisation for Research and Treatment of Cancer EORTC) Quality of Life Questionnaire (QLQ)-C30 scores in physical/role/social functioning and fatigue symptom scales were evaluated, and two outcome measures were defined as worsening in ≥2 (WS2) or ≥3 (WS3) scales, respectively. The weekly ID and clinical risk factors were tested in multivariable logistic regression analysis. Results: In REQUITE, WS2 was seen in 28% and WS3 in 16% of patients. The median weekly ID was 13.1 L·Gy/week [interquartile (IQ) range 10.2-19.3]. The weekly ID, diabetes, the use of intensity-modulated radiotherapy, and the dose per fraction were significantly associated with WS2 [AUC (area under the receiver operating characteristics curve) =0.59; 95% CI 0.55-0.63] and WS3 (AUC=0.60; 95% CI 0.55-0.64). The prevalence of WS2 (15.3%) and WS3 (6.1%) was lower in DUE-01, but the median weekly ID was higher (15.8 L·Gy/week; IQ range 13.2-19.3). The model for WS2 was validated with reduced discrimination (AUC=0.52 95% CI 0.47-0.61), The AUC for WS3 was 0.58. Conclusion: Increasing the weekly ID and the dose per fraction lead to the worsening of fatigue and functional outcomes in patients with localized PCa treated with EBRT.

2.
Front Oncol ; 10: 541281, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-33178576

RESUMO

Background: REQUITE (validating pREdictive models and biomarkers of radiotherapy toxicity to reduce side effects and improve QUalITy of lifE in cancer survivors) is an international prospective cohort study. The purpose of this project was to analyse a cohort of patients recruited into REQUITE using a deep learning algorithm to identify patient-specific features associated with the development of toxicity, and test the approach by attempting to validate previously published genetic risk factors. Methods: The study involved REQUITE prostate cancer patients treated with external beam radiotherapy who had complete 2-year follow-up. We used five separate late toxicity endpoints: ≥grade 1 late rectal bleeding, ≥grade 2 urinary frequency, ≥grade 1 haematuria, ≥ grade 2 nocturia, ≥ grade 1 decreased urinary stream. Forty-three single nucleotide polymorphisms (SNPs) already reported in the literature to be associated with the toxicity endpoints were included in the analysis. No SNP had been studied before in the REQUITE cohort. Deep Sparse AutoEncoders (DSAE) were trained to recognize features (SNPs) identifying patients with no toxicity and tested on a different independent mixed population including patients without and with toxicity. Results: One thousand, four hundred and one patients were included, and toxicity rates were: rectal bleeding 11.7%, urinary frequency 4%, haematuria 5.5%, nocturia 7.8%, decreased urinary stream 17.1%. Twenty-four of the 43 SNPs that were associated with the toxicity endpoints were validated as identifying patients with toxicity. Twenty of the 24 SNPs were associated with the same toxicity endpoint as reported in the literature: 9 SNPs for urinary symptoms and 11 SNPs for overall toxicity. The other 4 SNPs were associated with a different endpoint. Conclusion: Deep learning algorithms can validate SNPs associated with toxicity after radiotherapy for prostate cancer. The method should be studied further to identify polygenic SNP risk signatures for radiotherapy toxicity. The signatures could then be included in integrated normal tissue complication probability models and tested for their ability to personalize radiotherapy treatment planning.

3.
Cochrane Database Syst Rev ; 12: CD007406, 2012 Dec 12.
Artigo em Inglês | MEDLINE | ID: mdl-23235641

RESUMO

BACKGROUND: A previous systematic review found that giving neoadjuvant chemotherapy before surgery improved survival compared with radiotherapy. However, the role of neoadjuvant chemotherapy followed by surgery versus surgery alone is still unclear. OBJECTIVES: To assess the role of neoadjuvant chemotherapy in women with early or locally-advanced cervical cancer. SEARCH METHODS: We searched the Cochrane Central Register of Controlled Trials (CENTRAL, The Cochrane Library) (to Issue 8, 2012), MEDLINE (OVID) (to Aug 2012), LILACS (to Aug 2012), Physician's Data Query (PDQ) (to Aug 2012). We sought both published and unpublished trials and undertook systematic searches of a number of trial sources with no restrictions. SELECTION CRITERIA: Randomised trials comparing neoadjuvant chemotherapy with surgery in women with early or locally-advanced cervical cancer who had not undergone any prior treatment likely to interfere with the treatment comparison. Trials giving radical radiotherapy for inoperable tumours and/or post-operative radiotherapy were also eligible. The primary outcome was overall survival (OS). Secondary outcomes were progression-free survival (PFS), local and distant recurrence, rates of resection and surgical morbidity. DATA COLLECTION AND ANALYSIS: Two authors independently extracted and checked data from trial reports, Depending on the type of outcome, trial hazard ratios (HRs) and odds ratios (ORs) were obtained or estimated from trial reports, or sought from trial investigators. MAIN RESULTS: Six trials (1078 women) were identified for inclusion in this updated review. All six trials provided data on OS (1071 women) and PFS (1027 women). Data on resection rates and pathological response were only available for five trials (908 to 940 women) and data on recurrence were only available for four trials (737 women). Both OS (HR 0.77, 95% confidence interval (CI) 0.62 to 0.96, P = 0.02) and PFS (HR 0.75, 95% CI 0.61 to 0.93, P = 0.008) were significantly improved with neoadjuvant chemotherapy. The estimate for local recurrence was in favour of neoadjuvant chemotherapy (OR 0.67, 95% CI 0.45 to 0.99, P = 0.04), although heterogeneity was observed. The result was no longer significant when the random-effects model was used (OR 0.60, 95% CI 0.32 to 1.12, P = 0.11). Whilst not significant, estimates for distant recurrence (OR 0.72, 95% CI 0.45 to 1.14, P = 0.16) and rates of resection (OR 1.55, 95% CI 0.96 to 2.50, P = 0.07) tended to favour neoadjuvant chemotherapy, although heterogeneity was observed. Exploratory analyses of pathological response showed a significant decrease in adverse pathological findings with neoadjuvant chemotherapy (OR 0.54, 95% CI 0.40 to 0.73, P = < 0.0001 for lymph node status; OR 0.58, 95% CI 0.41 to 0.82, P = 0.002 for parametrial infiltration) which, despite substantial heterogeneity, was still significant when the random-effects model was used. There were also no differences in the effect of neoadjuvant chemotherapy on survival according to total cisplatin dose, chemotherapy cycle length or by cervical cancer stage. AUTHORS' CONCLUSIONS: Both OS and PFS were improved with neoadjuvant chemotherapy. Although the effects were less clear on all other pre-specified outcomes, they all tended to be in favour of neoadjuvant chemotherapy. Whilst these results appear to indicate that neoadjuvant chemotherapy may offer a benefit over surgery alone for women with early-stage or locally-advanced cervical cancer, the evidence is based on only a small number of trials, and further research may be warranted.


Assuntos
Terapia Neoadjuvante/métodos , Neoplasias do Colo do Útero/tratamento farmacológico , Neoplasias do Colo do Útero/cirurgia , Quimioterapia Adjuvante/métodos , Intervalo Livre de Doença , Feminino , Humanos , Ensaios Clínicos Controlados Aleatórios como Assunto , Resultado do Tratamento , Neoplasias do Colo do Útero/patologia
4.
Cochrane Database Syst Rev ; (8): CD003915, 2012 Aug 15.
Artigo em Inglês | MEDLINE | ID: mdl-22895938

RESUMO

BACKGROUND: Although endometrial adenocarcinoma is a common gynaecological cancer, a comparatively small proportion of patients present with, or develop, recurrent or advanced disease. However, for those women whose disease does progress or recur the prognosis is poor and the best treatment is yet to be identified. Co-morbidity, including obesity and cardiac disease, and concerns over toxicity have prevented more extensive studies of cytotoxic chemotherapy, although there are a number of active agents. OBJECTIVES: To assess any benefits or adverse effects of cytotoxic chemotherapy in women with advanced, recurrent or metastatic endometrial adenocarcinoma. SEARCH METHODS: Systematic searches of MEDLINE, EMBASE, CENTRAL and the Cochrane Gynaecological Cancer specialist trials register were conducted to identify all eligible randomised controlled trials (RCTs).Databases were searched from 1966 to January 2012. Literature searches were supplemented with searches of relevant trials registers and conference proceedings. SELECTION CRITERIA: RCTs comparing chemotherapy versus another intervention (including different chemotherapy) in advanced disease were considered. Trials of adjuvant treatment or for sarcomatous tumours were excluded. DATA COLLECTION AND ANALYSIS: Data were extracted from the papers by review authors and authors of included studies contacted for further information. MAIN RESULTS: Fourteen eligible trials, which recruited patients between 1974 and 2005, were identified, eight of which compared 'more' with 'less' chemotherapy. Results from these eight trials, including 1519 patients, showed that treatment consisting of 'more' chemotherapy was associated with longer overall survival (OS) (hazard ratio (HR) 0.86; 95% confidence intervals (CI) 0.77 to 0.96; P = 0.005) and with longer progression-free survival (PFS) (n = 1526; HR 0.82; 95% CI 0.74 to 0.90; P < 0.0001). However, serious acute toxicities were more common in women randomised to the more-intense chemotherapy regimens.There was no evidence to suggest that any particular doublet chemotherapy was better (or worse) than any other, or that any single-agent chemotherapy was better (or worse) than another; however, data for these two comparisons were limited. There were no comparative trials of chemotherapy with endocrine therapy or best supportive care alone. AUTHORS' CONCLUSIONS: This review suggests that more-intense chemotherapy regimens may improve both OS and PFS for women with advanced or recurrent endometrial cancer. However, owing to inconsistencies between cytotoxic drug combinations that have been assessed in randomised trials to date, the optimum regimen has still to be defined. Future trials should aim to include measures of quality of life (QoL) and symptom control in addition to survival and progression outcomes.


Assuntos
Antineoplásicos/uso terapêutico , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Neoplasias do Endométrio/tratamento farmacológico , Recidiva Local de Neoplasia/tratamento farmacológico , Antineoplásicos/efeitos adversos , Neoplasias do Endométrio/patologia , Feminino , Humanos , Recidiva Local de Neoplasia/patologia , Ensaios Clínicos Controlados Aleatórios como Assunto
5.
Cochrane Database Syst Rev ; (1): CD007406, 2010 Jan 20.
Artigo em Inglês | MEDLINE | ID: mdl-20091632

RESUMO

BACKGROUND: A prior systematic review found that giving neoadjuvant chemotherapy before surgery improved survival compared with radiotherapy. However, the role of neoadjuvant chemotherapy followed by surgery versus surgery alone is still unclear. OBJECTIVES: To assess the role of neoadjuvant chemotherapy in women with early or locally advanced cervical cancer. SEARCH STRATEGY: We searched the Cochrane Central Register of Controlled Trials (CENTRAL), (Issue 2, 2009), MEDLINE (to March 2009), LILACS (to March 2009), Physician's Data Query (PDQ) (to March 2009). Both published and unpublished trials were sought and systematic searches of a number of trial sources were undertaken with no restrictions. SELECTION CRITERIA: Randomised controlled trials (RCTs) comparing neoadjuvant chemotherapy with surgery in women with early or locally advanced cervical cancer who had not undergone any prior treatment likely to interfere with the treatment comparison. Trials giving radical radiotherapy for inoperable tumours and/or post-operative radiotherapy were also eligible. The primary outcome was overall survival (OS). Secondary outcomes were progression-free survival (PFS), local and distant recurrence, rates of resection and surgical morbidity. DATA COLLECTION AND ANALYSIS: Data were extracted from trial reports and independently checked by two review authors. Depending on the type of outcome, trial hazard ratios (HRs) and odds ratios (ORs) were obtained or estimated from trial reports or sought from trial investigators. MAIN RESULTS: Six trials (1072 women) were identified for inclusion in the review. Although data on PFS was available for all six trials (1036 women), data on overall survival, resection rates and pathological response were only available for five trials (909 to 938 women) and data on recurrence were only available for three trials (604 women). Whilst PFS was significantly improved with neoadjuvant chemotherapy (HR = 0.76, 95% CI = 0.62 to 0.94, p = 0.01), no OS benefit was observed (HR = 0.85, 95% CI = 0.67 to 1.07, p = 0.17). Furthermore, estimates for both local (OR = 0.76, 95% CI = 0.49 to 1.17, p = 0.21) and distant (OR = 0.68, 95% CI = 0.41 to 1.13, p = 0.13) recurrence and rates of resection (OR = 1.55, 95% CI = 0.96 to 2.50, p = 0.07) only tended to be in favour of neoadjuvant chemotherapy, and heterogeneity was observed. Exploratory analyses of pathological response showed a significant decrease in adverse pathological findings with neoadjuvant chemotherapy (OR = 0.54, 95% CI = 0.39 to 0.73, p = < 0.0001 for lymph node status; OR = 0.58, 95% CI = 0.41 to 0.82, p = 0.002 for parametrial infiltration) which despite a high level of heterogeneity was still significant when the random effects model was used. There was also no difference in the effect of neoadjuvant chemotherapy according to total cisplatin dose, chemotherapy cycle length or by cervical cancer stage. AUTHORS' CONCLUSIONS: Despite outcomes tending to be in favour of neoadjuvant chemotherapy few, including overall survival, were significant. Therefore, it remains unclear whether neoadjuvant chemotherapy consistently offers a benefit over surgery alone for women with early-stage or locally advanced cervical cancer.


Assuntos
Terapia Neoadjuvante/métodos , Neoplasias do Colo do Útero/tratamento farmacológico , Neoplasias do Colo do Útero/cirurgia , Quimioterapia Adjuvante , Intervalo Livre de Doença , Feminino , Humanos , Ensaios Clínicos Controlados Aleatórios como Assunto , Neoplasias do Colo do Útero/patologia
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