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BACKGROUND: The role of adjuvant chemotherapy in stage II colon cancer continues to be debated. The presence of circulating tumor DNA (ctDNA) after surgery predicts very poor recurrence-free survival, whereas its absence predicts a low risk of recurrence. The benefit of adjuvant chemotherapy for ctDNA-positive patients is not well understood. METHODS: We conducted a trial to assess whether a ctDNA-guided approach could reduce the use of adjuvant chemotherapy without compromising recurrence risk. Patients with stage II colon cancer were randomly assigned in a 2:1 ratio to have treatment decisions guided by either ctDNA results or standard clinicopathological features. For ctDNA-guided management, a ctDNA-positive result at 4 or 7 weeks after surgery prompted oxaliplatin-based or fluoropyrimidine chemotherapy. Patients who were ctDNA-negative were not treated. The primary efficacy end point was recurrence-free survival at 2 years. A key secondary end point was adjuvant chemotherapy use. RESULTS: Of the 455 patients who underwent randomization, 302 were assigned to ctDNA-guided management and 153 to standard management. The median follow-up was 37 months. A lower percentage of patients in the ctDNA-guided group than in the standard-management group received adjuvant chemotherapy (15% vs. 28%; relative risk, 1.82; 95% confidence interval [CI], 1.25 to 2.65). In the evaluation of 2-year recurrence-free survival, ctDNA-guided management was noninferior to standard management (93.5% and 92.4%, respectively; absolute difference, 1.1 percentage points; 95% CI, -4.1 to 6.2 [noninferiority margin, -8.5 percentage points]). Three-year recurrence-free survival was 86.4% among ctDNA-positive patients who received adjuvant chemotherapy and 92.5% among ctDNA-negative patients who did not. CONCLUSIONS: A ctDNA-guided approach to the treatment of stage II colon cancer reduced adjuvant chemotherapy use without compromising recurrence-free survival. (Supported by the Australian National Health and Medical Research Council and others; DYNAMIC Australian New Zealand Clinical Trials Registry number, ACTRN12615000381583.).
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Antineoplásicos , Quimioterapia Adyuvante , ADN Tumoral Circulante , Neoplasias del Colon , Antineoplásicos/uso terapéutico , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Australia , Quimioterapia Adyuvante/métodos , ADN Tumoral Circulante/análisis , ADN Tumoral Circulante/sangre , Neoplasias del Colon/sangre , Neoplasias del Colon/mortalidad , Neoplasias del Colon/patología , Neoplasias del Colon/terapia , Supervivencia sin Enfermedad , Fluorouracilo/uso terapéutico , Humanos , Recurrencia Local de Neoplasia/prevención & control , Estadificación de Neoplasias , Oxaliplatino/uso terapéuticoRESUMEN
BACKGROUND: Pancreatic cancer incidence is increasing in younger populations. Differences between early onset pancreatic cancer (EOPC) and later onset pancreatic cancer (LOPC), and how these should inform management warrant exploration in the contemporary setting. METHODS: A prospectively collected multi-site dataset on consecutive pancreatic adenocarcinoma patients was interrogated. Patient, tumour, treatment, and outcome data were extracted for EOPC (≤50 years old) vs LOPC (>50 years old). RESULTS: Of 1683 patients diagnosed between 2016 and 2022, 112 (6.7%) were EOPC. EOPC more frequently had the tail of pancreas tumours, earlier stage disease, surgical resection, and trended towards increased receipt of chemotherapy in the curative setting compared to LOPC. EOPC more frequently received 1st line chemotherapy, 2nd line chemotherapy, and chemoradiotherapy than LOPC in the palliative setting. Recurrence-free survival was improved for the tail of pancreas EOPC vs LOPC in the resected setting; overall survival was superior for EOPC compared to LOPC across the resected, locally advanced unresectable and metastatic settings. CONCLUSIONS: EOPC remains a small proportion of pancreatic cancer diagnoses. The more favourable outcomes in EOPC suggest these younger patients are overall deriving benefits from increased treatment in the curative setting and increased therapy in the palliative setting.
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Edad de Inicio , Neoplasias Pancreáticas , Humanos , Neoplasias Pancreáticas/terapia , Neoplasias Pancreáticas/epidemiología , Neoplasias Pancreáticas/mortalidad , Neoplasias Pancreáticas/patología , Masculino , Femenino , Persona de Mediana Edad , Anciano , Adulto , Resultado del Tratamiento , Estudios Prospectivos , Adenocarcinoma/terapia , Adenocarcinoma/epidemiología , Adenocarcinoma/patología , Adenocarcinoma/mortalidadRESUMEN
Clinical trials play a crucial role in generating evidence about healthcare interventions and improving outcomes for current and future patients. For individual trial participants, however, there are inevitably trade-offs involved in clinical trial participation, given that trials have traditionally been designed to benefit future patient populations rather than to offer personalised care. Failure to understand the distinction between research and clinical care and the likelihood of benefit from participation in clinical trials has been termed the 'therapeutic misconception'. The evolution of the clinical trials landscape, including greater integration of clinical trials into healthcare and development of novel trial methodologies, may reinforce the significance of the therapeutic misconception and other forms of misunderstanding while at the same time (paradoxically) challenging its salience. Using cancer clinical trials as an exemplar, we describe how methodological changes in early- and late-phase clinical trial designs, as well as changes in the design and delivery of healthcare, impact upon the therapeutic misconception. We suggest that this provides an impetus to re-examine the ethics of clinical research, particularly in relation to trial access, participant selection, communication and consent, and role delineation.
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Neoplasias , Malentendido Terapéutico , Humanos , Consentimiento Informado , Neoplasias/terapia , Comunicación , PredicciónRESUMEN
BACKGROUND: Despite global support, there remain gaps in the integration of early palliative care into cancer care. The methods of implementation whereby evidence of benefits of palliative care is translated into practice deserve attention. AIM: To identify implementation frameworks utilised in integrated palliative care in hospital-based oncology services and to describe the associated enablers and barriers to service integration. DESIGN: Systematic review with a narrative synthesis including qualitative, mixed methods, pre-post and quasi experimental designs following the guidance by the Centre for Reviews and Dissemination (PROSPERO registration CRD42021252092). DATA SOURCES: Six databases searched in 2021: EMBASE, EMCARE, APA PsycINFO, CINAHL, Cochrane Library and Ovid MEDLINE searched in 2023. Included were qualitative or quantitative studies, in English language, involving adults >18 years, and implementing hospital-based palliative care into cancer care. Critical appraisal tools were used to assess the quality and rigour. RESULTS: Seven of the 16 studies explicitly cited the use of frameworks including those based on RE-AIM, Medical Research Council evaluation of complex interventions and WHO constructs of health service evaluation. Enablers included an existing supportive culture, clear introduction to the programme across services, adequate funding, human resources and identification of advocates. Barriers included a lack of communication with the patients, caregivers, physicians and palliative care team about programme goals, stigma around the term 'palliative', a lack of robust training, or awareness of guidelines and undefined staff roles. CONCLUSIONS: Implementation science frameworks provide a method to underpin programme development and evaluation as palliative care is integrated within the oncology setting.
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Many factors influence patients' decisions to participate in clinical trials. For many, the primary motivation is the possibility that they might derive some benefit from participation. This is particularly true for patients with limited treatment options, such as patients with advanced cancer. While this is not surprising, it is potentially problematic if patients fail to recognise the distinction between research and clinical care (a phenomenon known as the 'therapeutic misconception'). This is becoming increasingly problematic as clinical trial designs become more complex, as clinical trials become more embedded in routine clinical care, and as trials are increasingly used by patients and clinicians to access new diagnostic platforms and therapies. We outline some of these recent trends, focusing on the cancer clinical trials landscape as this provides a good case study of the phenomenon. We conclude by making preliminary suggestions that changes to the consent process, perhaps using 'dynamic consent' platforms, might help to mitigate the therapeutic misconception and note the need for further research to guide strategies for improving communication and decision-making.
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Neoplasias , Malentendido Terapéutico , Humanos , Consentimiento Informado , ComunicaciónRESUMEN
BACKGROUND: To perform virtual re-executions of a breast cancer clinical trial with a time-to-event outcome to demonstrate what would have happened if the trial had used various Bayesian adaptive designs instead. METHODS: We aimed to retrospectively "re-execute" a randomised controlled trial that compared two chemotherapy regimens for women with metastatic breast cancer (ANZ 9311) using Bayesian adaptive designs. We used computer simulations to estimate the power and sample sizes of a large number of different candidate designs and shortlisted designs with the either highest power or the lowest average sample size. Using the real-world data, we explored what would have happened had ANZ 9311 been conducted using these shortlisted designs. RESULTS: We shortlisted ten adaptive designs that had higher power, lower average sample size, and a lower false positive rate, compared to the original trial design. Adaptive designs that prioritised small sample size reduced the average sample size by up to 37% when there was no clinical effect and by up to 17% at the target clinical effect. Adaptive designs that prioritised high power increased power by up to 5.9 percentage points without a corresponding increase in type I error. The performance of the adaptive designs when applied to the real-world ANZ 9311 data was consistent with the simulations. CONCLUSION: The shortlisted Bayesian adaptive designs improved power or lowered the average sample size substantially. When designing new oncology trials, researchers should consider whether a Bayesian adaptive design may be beneficial.
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Neoplasias de la Mama , Teorema de Bayes , Neoplasias de la Mama/tratamiento farmacológico , Femenino , Humanos , Proyectos de Investigación , Estudios Retrospectivos , Tamaño de la MuestraRESUMEN
BACKGROUND: Body surface area (BSA)-based dosing of irinotecan (IR) does not account for its pharmacokinetic (PK) and pharmacodynamic (PD) variabilities. Functional hepatic nuclear imaging (HNI) and excretory/metabolic/PD pharmacogenomics have shown correlations with IR disposition and toxicity/efficacy. This study reports the development of a nonlinear mixed-effect population model to identify pharmacogenomic and HNI-related covariates that impact on IR disposition to support dosage optimization. METHODS: Patients had advanced colorectal cancer treated with IR combination therapy. Baseline blood was analysed by Affymetrix DMET™ Plus Array and, for PD, single nucleotide polymorphisms (SNPs) by Sanger sequencing. For HNI, patients underwent 99mTc-IDA hepatic imaging, and data was analysed for hepatic extraction/excretion parameters. Blood was taken for IR and metabolite (SN38, SN38G) analysis on day 1 cycle 1. Population modelling utilised NONMEM version 7.2.0, with structural PK models developed for each moiety. Covariates include patient demographics, HNI parameters and pharmacogenomic variants. RESULTS: Analysis included (i) PK data: 32 patients; (ii) pharmacogenomic data: 31 patients: 750 DMET and 22 PD variants; and (iii) HNI data: 32 patients. On initial analysis, overall five SNPs were identified as significant covariates for CLSN38. Only UGT1A3_c.31 T > C and ABCB1_c.3435C > T were included in the final model, whereby CLSN38 reduced from 76.8 to 55.1%. CONCLUSION: The identified UGT1A3_c.31 T > C and ABCB1_c.3435C > T variants, from wild type to homozygous, were included in the final model for SN38 clearance.
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Neoplasias Colorrectales/tratamiento farmacológico , Glucuronosiltransferasa/genética , Irinotecán/farmacocinética , Hígado/metabolismo , Inhibidores de Topoisomerasa I/farmacocinética , Subfamilia B de Transportador de Casetes de Unión a ATP/genética , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Australia , Neoplasias Colorrectales/patología , Genotipo , Humanos , Irinotecán/uso terapéutico , Hígado/diagnóstico por imagen , Modelos Biológicos , Metástasis de la Neoplasia , Farmacogenética , Variantes Farmacogenómicas , Polimorfismo de Nucleótido Simple , Estudios Prospectivos , Inhibidores de Topoisomerasa I/uso terapéuticoRESUMEN
BACKGROUND: Metastatic pancreatic ductal adenocarcinoma (mPDAC) is highly lethal. Combination chemotherapy regimens improve overall survival (OS). Historically, only one-third of mPDAC patients in Victoria received chemotherapy. AIM: To describe current Australian chemotherapy utilisation and outcomes in patients with mPDAC using the multi-site PURPLE (Pancreatic cancer: Understanding Routine Practice and Lifting End Results) registry. METHODS: PURPLE collects longitudinal data on consecutive patients with pancreatic cancer seen since January 2016. Data were collated for patients with mPDAC from six Victorian sites, and analysed descriptively. RESULTS: Three hundred and sixty-three patients with mPDAC were identified. Median age was 70 years (range 20-94 years). First-line chemotherapy was administered in 195 (54%) patients. Prevalent regimens included gemcitabine-nab-paclitaxel (71%), gemcitabine alone (10%) and FOLFIRINOX (6%). Sixty-two of 195 (32%) patients who received first line treatment have proceeded to second-line chemotherapy. Chemotherapy-treated patients were younger (69 versus 73 years; P < 0.01), with better Eastern Cooperative Oncology Group (ECOG) performance status (ECOG 0-1 89 vs 66%; P < 0.01) and lower median Charlson comorbidity index (3 vs 4; P < 0.01) compared with untreated patients. Median OS of the entire cohort from diagnosis of metastases was 5.1 months. Median OS was 9.3 months in the chemotherapy treated patients, and 2.5 months in chemotherapy-untreated patients (P < 0.01). CONCLUSIONS: A substantial proportion of patients with mPDAC still do not receive active treatment, which may in part by explained by age, poor performance status and comorbidity. Gemcitabine-nab-paclitaxel was the preferred first-line chemotherapy regimen. Median OS for treated patients in this cohort was comparable to that of recent published clinical trials.
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Adenocarcinoma , Neoplasias Pancreáticas , Adenocarcinoma/tratamiento farmacológico , Adenocarcinoma/secundario , Adulto , Anciano , Anciano de 80 o más Años , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Estudios de Cohortes , Humanos , Persona de Mediana Edad , Neoplasias Pancreáticas/tratamiento farmacológico , Neoplasias Pancreáticas/patología , Victoria/epidemiología , Adulto JovenRESUMEN
OBJECTIVE: The COVID-19 pandemic has accelerated the rapid expansion of telehealth, affording opportunities to study its impact on oncology care. Our qualitative study explored physician and patient perspectives of telehealth in cancer care. METHODS: Semistructured interviews were conducted with seven physicians and eleven patients, recruited from an Australian hospital oncology department. Two authors independently coded the transcripts with emerging themes identified and refined iteratively in a thematic analysis. RESULTS: Telehealth offered broadened possibilities by allowing continuity of care in the pandemic and revealing advantages of convenience in consultations. It also highlighted core elements of in-person care that were unavailable. These included the information communicated through formal and informal physical examination, the collaboration between patient and physician in shaping outcomes and building rapport and the confidence in decisions made and physician performance. While patients and physicians envisioned the continuation of telehealth postpandemic, logistical steps are necessary to address these challenges. CONCLUSION: This study highlights the unprecedented opportunities that telehealth presents in widening access to oncology care and simultaneously reveals that it cannot always reach equivalence in quality of care. Further research is required to identify when and for whom telehealth is most acceptable as future care models are considered.
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COVID-19 , Telemedicina , Australia , Humanos , Pandemias , SARS-CoV-2RESUMEN
Australia, like many other nations, continues to become more culturally and linguistically diverse. Medical interpreters play a key role in bridging the linguistic gap between healthcare professionals (HCPs) and patients. Little research exists from the HCP's perspective about working with interpreters. This study aimed to explore the views of HCPs regarding working with interpreters in a cancer setting. This exploratory study utilised a cross-sectional, qualitative design, involving focus groups and semi-structured interviews. HCPs from the Oncology and Palliative Care units were invited to participate and were asked about their experiences of working with interpreters in a cancer setting. Interviews were audio-recorded and transcribed. An inductive thematic analysis of qualitative data derived an understanding of attitudes and beliefs which may affect the way in which HCPs interact with interpreters and patients. Twenty-five participants were recruited. Five key themes emerged from the data: (1) communication practices and preferences, (2) training and supports, (3) alternative methods for translation, (4) challenges faced by HCPs and interpreters, and (5) limitations of translation. Communication with non-English-speaking patients using interpreters could be significantly improved with further training and support for both HCPs and interpreters, and a greater appreciation for the challenges each party faces.
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Personal de Salud , Neoplasias , Estudios Transversales , Atención a la Salud , Grupos Focales , Humanos , Neoplasias/terapia , Investigación CualitativaRESUMEN
BACKGROUND: Being a parent alongside a cancer diagnosis presents unique challenges. It is unclear to what degree parenting considerations feature in routine care and how doctors approach treatment decision discussions. OBJECTIVE: To explore doctor perspectives regarding patients with cancer who have dependent children. METHODOLOGY: Focus groups and interviews conducted to ascertain doctor views. Responses were audio-recorded, transcribed and thematically analysed. RESULTS: Twenty-eight doctors participated: medical oncology (7), haematology (10), palliative care (8), and psycho-oncology (3). Participants observed cancer impacted upon parenting across several domains: psycho-social, practical, and family implications. Having dependent children was perceived to influence the patient experience and decision-making by patients and clinicians. Participants identified this cohort as emotionally demanding to care for with a range of psychological effects identified for doctors, particularly in highly challenging circumstances (single-parent and non-English speaking families, scenarios involving communication difficulties). CONCLUSION: Participants recognised the presence of dependent children to profoundly influence the experience of being both a parent and a patient with cancer. Identifying patients with parental responsibilities was noted as relevant for management at diagnosis through to death. Greater understanding of doctors' experiences providing care for this cohort may inform the development of resources to assist doctors and their patients.
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Neoplasias/psicología , Responsabilidad Parental/psicología , Adolescente , Adulto , Niño , Preescolar , Estudios de Cohortes , Femenino , Grupos Focales , Humanos , Lactante , Recién Nacido , Masculino , Persona de Mediana Edad , Percepción , Relaciones Médico-Paciente , Investigación CualitativaRESUMEN
BACKGROUND: Current international consensus is that 'early' referral to palliative care services improves cancer patient and family carer outcomes. In practice, however, these referrals are not routine. An approach which directly addresses identified barriers to early integration of palliative care is required. This protocol details a trial of a standardized model of early palliative care (Care Plus) introduced at key defined, disease-specific times or transition points in the illness for people with cancer. Introduced as a 'whole of system' practice change for identified advanced cancers, the key outcomes of interest are population health service use change. The aims of the study are to examine the effect of Care Plus implementation on (1) acute hospitalisation days in the last 3 months of life; (2) timeliness of access to palliative care; (3) quality and (4) costs of end of life care; and (5) the acceptability of services for people with advanced cancer. METHODS: Multi-site stepped wedge implementation trial testing usual care (control) versus Care Plus (practice change). The design stipulates 'control' periods when usual care is observed, and the process of implementing Care Plus which includes phases of planning, engagement, practice change and evaluation. During the practice change phase, all patients with targeted advanced cancers reaching the transition point will, by default, receive Care Plus. Health service utilization and unit costs before and after implementation will be collated from hospital records, and state and national health service administrative datasets. Qualitative data from patients, consumers and clinicians before and after practice change will be gathered through interviews and focus groups. DISCUSSION: The study outcomes will detail the impact and acceptability of the standardized integration of palliative care as a practice change, including recommendations for ongoing sustainability and broader implementation. TRIAL REGISTRATION: Australian New Zealand Clinical Trials Registry ACTRN 12619001703190 . Registered 04 December 2019.
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Neoplasias , Cuidados Paliativos , Australia , Hospitalización , Hospitales , Humanos , Neoplasias/terapia , Evaluación de Resultado en la Atención de Salud , Medicina EstatalRESUMEN
BACKGROUND: Palliative care is predominantly accessed late in the course of an illness, despite evidence to suggest the benefits of early engagement. Strategies are required to reduce the barriers to the delivery of palliative care. AIM: To describe community understandings of and attitudes to palliative care and explore characteristics significantly associated with favourable attitudes towards palliative care. DESIGN: Cross-sectional survey data were collected including several sociodemographic characteristics, knowledge of palliative care and attitudes to palliative care. Correlational analyses identified factors related to positive attitudes to palliative care. Those of significance (p ⩽ 0.01) were examined using a multiple regression model to determine their predictive value. SETTING/PARTICIPANTS: A community-based sample of consecutive English-speaking adults who volunteered their participation in response to a study advertisement distributed online through established community groups. RESULTS: A total of 421 participants (75% female, mean age: 51 ± 15.1) reported a median of at least three misperceptions of palliative care. Older age, previously undertaking a caregiving role, knowing someone who had received palliative care and reporting more accurate knowledge of palliative care significantly predicted favourable attitudes to palliative care (adjusted R2 = 0.24, F(8, 333) = 13.2, p < 0.001). Other factors typically associated with health literacy such as tertiary education, working at a medical facility and speaking a language other than English at home were not predictive. CONCLUSION: Gaps in knowledge about palliative care exist in community, which may limit citizen's potential access to quality care in the event of serious illness. These results point to a role for public education programmes, which may, in turn, also shift attitudes to palliative care.
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Conocimientos, Actitudes y Práctica en Salud , Enfermería de Cuidados Paliativos al Final de la Vida/organización & administración , Cuidados Paliativos/psicología , Opinión Pública , Cuidado Terminal/psicología , Adulto , Anciano , Anciano de 80 o más Años , Estudios Transversales , Femenino , Humanos , Masculino , Persona de Mediana Edad , Encuestas y CuestionariosRESUMEN
BACKGROUND: Communities have limited understanding of palliative care, creating barriers to informed choice around consideration of a full range of care options in the event of serious illness. Few empirically tested interventions are available to educate community about palliative care, and ultimately improve timely access to these services. AIM: To test the acceptability (primary outcome), and feasibility of a narrative approach to public health communication seeking to improve attitudes to possible access to palliative care in the event of serious illness. DESIGN: Randomised phase II trial with six parallel experimental conditions. Outcomes tested included measures of acceptability, feasibility and change in attitudes to possible access to palliative care post-intervention. Contrasts planned for exploratory testing included format, message content and narrator. SETTING/PARTICIPANTS: Community-based sample of consecutive English-speaking adults who volunteered their participation in response to a study advertisement distributed online through established community groups. RESULTS: A narrative approach to public health communication was found to be acceptable to community members, and feasible to deliver online. Exploratory data suggested it immediately improved attitudes towards possible access to palliative care in the event of serious illness, with the narrative detailing a description of the evidence delivered by a healthcare professional appearing to be the most promising strategy. CONCLUSIONS: This study provides preliminary data to inform a future, longitudinal trial evaluating effectiveness and ultimately other evidence-based, public health approaches to improve community engagement with palliative care. Further studies are required to confirm the generalisability of findings to a broader representative sample and other settings including internationally.
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Comunicación en Salud , Enfermería de Cuidados Paliativos al Final de la Vida , Adulto , Estudios de Factibilidad , Humanos , Cuidados Paliativos , Salud PúblicaRESUMEN
In response to the COVID-19 pandemic, the Department of Health and Human Services Victoria (DHHS), the Monash Partners Comprehensive Cancer Consortium (MPCCC) and Victorian Comprehensive Cancer Centre (VCCC) pooled their combined infrastructure to establish the Victorian COVID-19 Cancer Network (VCCN) backed by a Taskforce of expert members. In a few short months, this state-wide clinical network implemented a number of new models of care including clinics to manage acutely presenting cancer patients away from emergency departments, chemotherapy in the home, telehealth models and addressing sustainability of clinical trials.
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Infecciones por Coronavirus/epidemiología , Servicios de Atención de Salud a Domicilio/organización & administración , Neoplasias/epidemiología , Neoplasias/terapia , Neumonía Viral/epidemiología , Betacoronavirus , COVID-19 , Comunicación , Conducta Cooperativa , Humanos , Pandemias , Grupo de Atención al Paciente/organización & administración , Derivación y Consulta , SARS-CoV-2 , Telemedicina/organización & administración , Victoria/epidemiologíaRESUMEN
BACKGROUND: Independent validation is essential to justify use of models of breast cancer risk prediction and inform decisions about prevention options and screening. Few independent validations had been done using cohorts for common breast cancer risk prediction models, and those that have been done had small sample sizes and short follow-up periods, and used earlier versions of the prediction tools. We aimed to validate the relative performance of four commonly used models of breast cancer risk and assess the effect of limited data input on each one's performance. METHODS: In this validation study, we used the Breast Cancer Prospective Family Study Cohort (ProF-SC), which includes 18â856 women from Australia, Canada, and the USA who did not have breast cancer at recruitment, between March 17, 1992, and June 29, 2011. We selected women from the cohort who were 20-70 years old and had no previous history of bilateral prophylactic mastectomy or ovarian cancer, at least 2 months of follow-up data, and information available about family history of breast cancer. We used this selected cohort to calculate 10-year risk scores and compare four models of breast cancer risk prediction: the Breast and Ovarian Analysis of Disease Incidence and Carrier Estimation Algorithm model (BOADICEA), BRCAPRO, the Breast Cancer Risk Assessment Tool (BCRAT), and the International Breast Cancer Intervention Study model (IBIS). We compared model calibration based on the ratio of the expected number of breast cancer cases to the observed number of breast cancer cases in the cohort, and on the basis of their discriminatory ability to separate those who will and will not have breast cancer diagnosed within 10 years as measured with the concordance statistic (C-statistic). We did subgroup analyses to compare the performance of the models at 10 years in BRCA1 or BRCA2 mutation carriers (ie, BRCA-positive women), tested non-carriers and untested participants (ie, BRCA-negative women), and participants younger than 50 years at recruitment. We also assessed the effect that limited data input (eg, restriction of the amount of family history and non-genetic information included) had on the models' performance. FINDINGS: After median follow-up of 11·1 years (IQR 6·0-14·4), 619 (4%) of 15â732 women selected from the ProF-SC cohort study were prospectively diagnosed with breast cancer after recruitment, of whom 519 (84%) had histologically confirmed disease. BOADICEA and IBIS were well calibrated in the overall validation cohort, whereas BRCAPRO and BCRAT underpredicted risk (ratio of expected cases to observed cases 1·05 [95% CI 0·97-1·14] for BOADICEA, 1·03 [0·96-1·12] for IBIS, 0·59 [0·55-0·64] for BRCAPRO, and 0·79 [0·73-0·85] for BRCAT). The estimated C-statistics for the complete validation cohort were 0·70 (95% CI 0·68-0·72) for BOADICEA, 0·71 (0·69-0·73) for IBIS, 0·68 (0·65-0·70) for BRCAPRO, and 0·60 (0·58-0·62) for BCRAT. In subgroup analyses by BRCA mutation status, the ratio of expected to observed cases for BRCA-negative women was 1·02 (95% CI 0·93-1·12) for BOADICEA, 1·00 (0·92-1·10) for IBIS, 0·53 (0·49-0·58) for BRCAPRO, and 0·97 (0·89-1·06) for BCRAT. For BRCA-positive participants, BOADICEA and IBIS were well calibrated, but BRCAPRO underpredicted risk (ratio of expected to observed cases 1·17 [95% CI 0·99-1·38] for BOADICEA, 1·14 [0·96-1·35] for IBIS, and 0·80 [0·68-0·95] for BRCAPRO). We noted similar patterns of calibration for women younger than 50 years at recruitment. Finally, BOADICEA and IBIS predictive scores were not appreciably affected by limiting input data to family history for first-degree and second-degree relatives. INTERPRETATION: Our results suggest that models that include multigenerational family history, such as BOADICEA and IBIS, have better ability to predict breast cancer risk, even for women at average or below-average risk of breast cancer. Although BOADICEA and IBIS performed similarly, further improvements in the accuracy of predictions could be possible with hybrid models that incorporate the polygenic risk component of BOADICEA and the non-family-history risk factors included in IBIS. FUNDING: US National Institutes of Health, National Cancer Institute, Breast Cancer Research Foundation, Australian National Health and Medical Research Council, Victorian Health Promotion Foundation, Victorian Breast Cancer Research Consortium, Cancer Australia, National Breast Cancer Foundation, Queensland Cancer Fund, Cancer Councils of New South Wales, Victoria, Tasmania, and South Australia, and Cancer Foundation of Western Australia.
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Neoplasias de la Mama/epidemiología , Modelos Estadísticos , Adulto , Anciano , Neoplasias de la Mama/diagnóstico , Calibración , Femenino , Estudios de Seguimiento , Humanos , Persona de Mediana Edad , Valor Predictivo de las Pruebas , Estudios Prospectivos , Medición de Riesgo , Factores de Riesgo , Adulto JovenRESUMEN
BACKGROUND: The use of aspirin and other non-steroidal anti-inflammatory drugs (NSAIDs) has been associated with reduced breast cancer risk, but it is not known if this association extends to women at familial or genetic risk. We examined the association between regular NSAID use and breast cancer risk using a large cohort of women selected for breast cancer family history, including 1054 BRCA1 or BRCA2 mutation carriers. METHODS: We analyzed a prospective cohort (N = 5606) and a larger combined, retrospective and prospective, cohort (N = 8233) of women who were aged 18 to 79 years, enrolled before June 30, 2011, with follow-up questionnaire data on medication history. The prospective cohort was further restricted to women without breast cancer when medication history was asked by questionnaire. Women were recruited from seven study centers in the United States, Canada, and Australia. Associations were estimated using multivariable Cox proportional hazards regression models adjusted for demographics, lifestyle factors, family history, and other medication use. Women were classified as regular or non-regular users of aspirin, COX-2 inhibitors, ibuprofen and other NSAIDs, and acetaminophen (control) based on self-report at follow-up of ever using the medication for at least twice a week for ≥1 month prior to breast cancer diagnosis. The main outcome was incident invasive breast cancer, based on self- or relative-report (81% confirmed pathologically). RESULTS: From fully adjusted analyses, regular aspirin use was associated with a 39% and 37% reduced risk of breast cancer in the prospective (HR = 0.61; 95% CI = 0.33-1.14) and combined cohorts (HR = 0.63; 95% CI = 0.57-0.71), respectively. Regular use of COX-2 inhibitors was associated with a 61% and 71% reduced risk of breast cancer (prospective HR = 0.39; 95% CI = 0.15-0.97; combined HR = 0.29; 95% CI = 0.23-0.38). Other NSAIDs and acetaminophen were not associated with breast cancer risk in either cohort. Associations were not modified by familial risk, and consistent patterns were found by BRCA1 and BRCA2 carrier status, estrogen receptor status, and attained age. CONCLUSION: Regular use of aspirin and COX-2 inhibitors might reduce breast cancer risk for women at familial or genetic risk.
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Antiinflamatorios no Esteroideos/efectos adversos , Aspirina/efectos adversos , Neoplasias de la Mama/epidemiología , Neoplasias de la Mama/etiología , Susceptibilidad a Enfermedades , Adolescente , Adulto , Anciano , Proteína BRCA1/genética , Neoplasias de la Mama/metabolismo , Estudios de Cohortes , Femenino , Predisposición Genética a la Enfermedad , Genotipo , Humanos , Persona de Mediana Edad , Mutación , Modelos de Riesgos Proporcionales , Vigilancia en Salud Pública , Medición de Riesgo , Factores de Riesgo , Adulto JovenRESUMEN
BACKGROUND: Alcohol consumption and cigarette smoking are associated with an increased risk of breast cancer (BC), but it is unclear whether these associations vary by a woman's familial BC risk. METHODS: Using the Prospective Family Study Cohort, we evaluated associations between alcohol consumption, cigarette smoking, and BC risk. We used multivariable Cox proportional hazard models to estimate hazard ratios (HR) and 95% confidence intervals (CI). We examined whether associations were modified by familial risk profile (FRP), defined as the 1-year incidence of BC predicted by Breast Ovarian Analysis of Disease Incidence and Carrier Estimation Algorithm (BOADICEA), a pedigree-based algorithm. RESULTS: We observed 1009 incident BC cases in 17,435 women during a median follow-up of 10.4 years. We found no overall association of smoking or alcohol consumption with BC risk (current smokers compared with never smokers HR 1.02, 95% CI 0.85-1.23; consuming ≥ 7 drinks/week compared with non-regular drinkers HR 1.10, 95% CI 0.92-1.32), but we did observe differences in associations based on FRP and by estrogen receptor (ER) status. Women with lower FRP had an increased risk of ER-positive BC associated with consuming ≥ 7 drinks/week (compared to non-regular drinkers), whereas there was no association for women with higher FRP. For example, women at the 10th percentile of FRP (5-year BOADICEA = 0.15%) had an estimated HR of 1.46 (95% CI 1.07-1.99), whereas there was no association for women at the 90th percentile (5-year BOADICEA = 4.2%) (HR 1.07, 95% CI 0.80-1.44). While the associations with smoking were not modified by FRP, we observed a positive multiplicative interaction by FRP (pinteraction = 0.01) for smoking status in women who also consumed alcohol, but not in women who were non-regular drinkers. CONCLUSIONS: Moderate alcohol intake was associated with increased BC risk, particularly for women with ER-positive BC, but only for those at lower predicted familial BC risk (5-year BOADICEA < 1.25). For women with a high FRP (5-year BOADICEA ≥ 6.5%) who also consumed alcohol, being a current smoker was associated with increased BC risk.
Asunto(s)
Consumo de Bebidas Alcohólicas/efectos adversos , Neoplasias de la Mama/epidemiología , Neoplasias de la Mama/etiología , Fumar Cigarrillos/efectos adversos , Adolescente , Adulto , Anciano , Susceptibilidad a Enfermedades , Femenino , Humanos , Persona de Mediana Edad , Modelos de Riesgos Proporcionales , Estudios Prospectivos , Vigilancia en Salud Pública , Medición de Riesgo , Factores de Riesgo , Encuestas y Cuestionarios , Adulto JovenRESUMEN
Benign breast disease (BBD) is an established breast cancer (BC) risk factor, but it is unclear whether the magnitude of the association applies to women at familial or genetic risk. This information is needed to improve BC risk assessment in clinical settings. Using the Prospective Family Study Cohort, we used Cox proportional hazards models to estimate hazard ratios (HRs) and 95% confidence intervals (CIs) for the association of BBD with BC risk. We also examined whether the association with BBD differed by underlying familial risk profile (FRP), calculated using absolute risk estimates from the Breast Ovarian Analysis of Disease Incidence and Carrier Estimation Algorithm (BOADICEA) model. During 176,756 person-years of follow-up (median: 10.9 years, maximum: 23.7) of 17,154 women unaffected with BC at baseline, we observed 968 incident cases of BC. A total of 4,704 (27%) women reported a history of BBD diagnosis at baseline. A history of BBD was associated with a greater risk of BC: HR = 1.31 (95% CI: 1.14-1.50), and did not differ by underlying FRP, with HRs of 1.35 (95% CI: 1.11-1.65), 1.26 (95% CI: 1.00-1.60), and 1.40 (95% CI: 1.01-1.93), for categories of full-lifetime BOADICEA score <20%, 20 to <35%, ≥35%, respectively. There was no difference in the association for women with BRCA1 mutations (HR: 1.64; 95% CI: 1.04-2.58), women with BRCA2 mutations (HR: 1.34; 95% CI: 0.78-2.3) or for women without a known BRCA1 or BRCA2 mutation (HR: 1.31; 95% CI: 1.13-1.53) (pinteraction = 0.95). Women with a history of BBD have an increased risk of BC that is independent of, and multiplies, their underlying familial and genetic risk.
Asunto(s)
Enfermedades de la Mama/epidemiología , Neoplasias de la Mama/epidemiología , Adulto , Anciano , Proteína BRCA1/genética , Proteína BRCA2/genética , Enfermedades de la Mama/complicaciones , Enfermedades de la Mama/genética , Neoplasias de la Mama/etiología , Neoplasias de la Mama/genética , Femenino , Humanos , Incidencia , Persona de Mediana Edad , Mutación , Linaje , Estudios Prospectivos , Adulto JovenRESUMEN
OBJECTIVES: To describe health service use, symptom and survival characteristics in metastatic prostate cancer (mPCa) in order to outline usual care practices and identify future opportunities to improve the quality of care in this patient group. PATIENTS AND METHODS: This population cohort study, conducted in Victoria, Australia, used 10 years (2000-2010) of linked hospital discharge, emergency visit, and death registration data, to track patients from their first inpatient admission with mPCa until death. Descriptive statistics on inpatient health service use, symptoms, procedures, survival, and place of death are presented. RESULTS: In all, 4436 patients survived a median (interquartile range [IQR]) of 4 (1, 12) months from their first multiday admission with mPCa. They had a median (IQR) of 3 (1, 9) admissions, 1 (0, 2) emergency department presentation, and 35 (18, 63) days admitted to hospital. Lower urinary tract symptoms were common (50%), and 21% underwent lower urinary tract procedures, whilst 48% had blood product transfusions. In the last month of life, 3685 (83%) had at least one indicator of aggressive end-of-life care, including 48% with more than one acute hospital admission, and 55% staying ≥14 days. Hospital-based palliative care was accessed by 2657 (60%), occurring a median (IQR) of 30 (11, 74) days before death. In all, 23% died in the community, whilst 77% died in hospital, of whom 55% died in an acute hospital bed. CONCLUSION: Half of all decedents first admitted for a multiday stay with mPCa survived <4 months thereafter. They had a marked symptom burden, underwent multiple procedures and had multiple admissions. In all, 40% of patients did not receive any hospital-based palliative care. Several opportunities exist to improve the timely transition to palliative care services with mPCa. These data form a benchmark against which future improvements to palliative care integration may be measured.