ABSTRACT
Artificial intelligence (AI) readers of mammograms compare favourably to individual radiologists in detecting breast cancer. However, AI readers cannot perform at the level of multi-reader systems used by screening programs in countries such as Australia, Sweden, and the UK. Therefore, implementation demands human-AI collaboration. Here, we use a large, high-quality retrospective mammography dataset from Victoria, Australia to conduct detailed simulations of five potential AI-integrated screening pathways, and examine human-AI interaction effects to explore automation bias. Operating an AI reader as a second reader or as a high confidence filter improves current screening outcomes by 1.9-2.5% in sensitivity and up to 0.6% in specificity, achieving 4.6-10.9% reduction in assessments and 48-80.7% reduction in human reads. Automation bias degrades performance in multi-reader settings but improves it for single-readers. This study provides insight into feasible approaches for AI-integrated screening pathways and prospective studies necessary prior to clinical adoption.
Subject(s)
Artificial Intelligence , Breast Neoplasms , Early Detection of Cancer , Mammography , Humans , Breast Neoplasms/diagnostic imaging , Breast Neoplasms/diagnosis , Female , Mammography/methods , Early Detection of Cancer/methods , Retrospective Studies , Middle Aged , Victoria/epidemiology , Aged , Mass Screening/methods , Sensitivity and SpecificityABSTRACT
PURPOSE: When a pregnant woman is diagnosed with cancer, she faces complex and unique challenges while navigating both obstetric and oncological care. Despite often being the primary support for women diagnosed with cancer during pregnancy (CDP), little is known about the experiences of their partners. We undertook an in-depth exploration of the experiences of partners of women diagnosed with CDP in Australia. METHODS: Semi-structured interviews were conducted with partners of women diagnosed with CDP treated in Australia. Interviews explored partners' inclusion in decision making and communication with health professionals and their own coping experiences. Data were analysed thematically. RESULTS: Data from interviews with 12 male partners (N = 12) of women diagnosed with CDP were analysed. Two unique themes relevant to partners were identified: 'Partners require support to adjust to changing roles and additional burdens' and 'Treating the couple as a team facilitates agency and coping, but partners' needs are placed second by all'. CONCLUSION: Partners of women diagnosed with CDP commonly experience unique stressors and a substantial shift in previously established roles across multiple domains including medical advocacy, household coordination and parenting. Partners' coping is interlinked with how the woman diagnosed with CDP is coping. Inclusion of partners in treatment decisions and communications, and considering partners' wellbeing alongside that of the woman with CDP, is likely to be supportive for partners. In turn, this is likely to enhance the quality of support that women diagnosed with CDP receive from their partners.
Subject(s)
Adaptation, Psychological , Qualitative Research , Spouses , Humans , Female , Pregnancy , Adult , Male , Spouses/psychology , Australia , Pregnancy Complications, Neoplastic/psychology , Pregnancy Complications, Neoplastic/therapy , Neoplasms/psychology , Interviews as Topic , Decision Making , Social SupportABSTRACT
Previously reported upgrade rates for benign breast intraductal papilloma (IDP) are widely variable. However, many previous studies have failed to consider radiologic-pathologic discordance of lesions. This review aims to synthesize malignant upgrade data for benign, concordant IDP at surgical excision. Thirteen studies were included in our meta-analysis. The pooled estimate for percentage underestimation of carcinoma was 1.4% (95% CI: 0.8%-2.0%). We conclude that these lesions can be safely managed by active surveillance.
Subject(s)
Breast Neoplasms , Papilloma, Intraductal , Humans , Papilloma, Intraductal/pathology , Papilloma, Intraductal/surgery , Papilloma, Intraductal/diagnostic imaging , Female , Breast Neoplasms/pathology , Breast Neoplasms/surgery , Breast Neoplasms/diagnostic imagingABSTRACT
Internationally, population breast cancer screening is moving towards a risk-stratified approach and requires engagement and acceptance from current and future screening clients. A decision aid ( www.defineau.org ) was developed based on women's views, values, and knowledge regarding risk-stratified breast cancer screening. This study aims to evaluate the impact of the decision aid on women's knowledge, risk perception, acceptance of risk assessment and change of screening frequency, and decision-making. Here we report the results of a pre and post-survey in which women who are clients of BreastScreen Victoria were invited to complete an online questionnaire before and after viewing the decision aid. 3200 potential participants were invited, 242 responded with 127 participants completing both surveys. After reviewing the decision aid there was a significant change in knowledge, acceptance of risk-stratified breast cancer screening and of decreased frequency screening for lower risk. High levels of acceptance of risk stratification, genetic testing and broad support for tailored screening persisted pre and post review. The DEFINE decision aid has a positive impact on acceptance of lower frequency screening, a major barrier to the success of a risk-stratified program and may contribute to facilitating change to the population breast screening program in Australia.
ABSTRACT
Supplemental material is available for this article. Keywords: Mammography, Screening, Convolutional Neural Network (CNN) Published under a CC BY 4.0 license. See also the commentary by Cadrin-Chênevert in this issue.
ABSTRACT
Early breast cancer staging involves radiological and pathological evaluation of the tumour and regional lymph nodes. The internal mammary nodes (IMN) are an important site of possible metastasis and influence disease stage and prognosis. However, the recommendation for routine IMN assessment remains unclear. Internal mammary sentinel lymph node biopsy (SLNB) is associated with increased morbidity and an unknown survival benefit. Furthermore, the IMN are traditionally thought to be involved only synchronous with, or following, axillary node (AXN) metastasis. The aim of this review is to determine the prevalence of IMN metastasis in patients with axilla-negative early breast cancer. A narrative review of studies assessing IMN metastasis was performed. The literature search was completed using the database Medline (Ovid). Twenty-two retrospective studies were identified. The studies included data from SLNB, US, MRI, PET/CT and opportunistic biopsy during free-flap reconstruction (FFR). The prevalence of isolated IMN metastasis ranged from 1.2% to 17.9%.
Subject(s)
Breast Neoplasms , Humans , Female , Breast Neoplasms/surgery , Breast Neoplasms/pathology , Retrospective Studies , Axilla/pathology , Positron Emission Tomography Computed Tomography , Lymphatic Metastasis/pathology , Lymph Nodes/pathology , Sentinel Lymph Node Biopsy , Neoplasm StagingABSTRACT
OBJECTIVE: To examine the experiences, needs, and perceptions of health professionals(HPs) treating women diagnosed with cancer during pregnancy(gestational cancer, GC). METHODS: Interviews were undertaken with Australian HPs who had treated women diagnosed with GC over the previous five years. HPs were recruited via social media, and professional and community networks. Questions focussed upon HPs' confidence caring for these women, whether current guidelines/training met their needs, psychological impacts of care provision, and service gaps. Interview data were analysed thematically. RESULTS: Twenty-seven HPs were interviewed; most were oncology HPs(22/27) with experience caring for women with gestational breast cancer and 13 had a breast-specific clinical focus (e.g. breast surgeon). Many were currently treating women with GC(48%) or had in the last 6-12 months(29.6%). Four themes were identified: A clinically complex case, Managing multi-disciplinary care, Centralised resources for health professionals, and Liaison, information and shared experiences for women. HPs found this population personally challenging to treat. They reported initial uncertainty regarding treatment due to infrequent exposure to GC, limited resources/information, and the need to collaborate with services with which they did not usually engage. Solutions offered include centralised resources, clinical liaison/care coordinators, and connecting women with GC with peer support. CONCLUSIONS: HPs perceived women with GC as a vulnerable, complex population and experienced challenges providing comprehensive care; particularly when treatment was delivered at geographically separated hospitals. Systemic changes are needed to optimise comprehensive care for these women. Their insights can guide the development of more integrated cancer and obstetric care, and better HP support.
Subject(s)
Breast Neoplasms , Attitude of Health Personnel , Australia , Breast Neoplasms/therapy , Female , Health Personnel/psychology , Humans , Medical Oncology , Pregnancy , Qualitative ResearchABSTRACT
Whilst some of the diversity in management of women with ductal carcinoma in situ (DCIS) may be explained by tumour characteristics, the role of patient preference and the factors underlying those preferences have been less frequently examined. We have used a descriptive qualitative study to explore treatment decisions for a group of Australian women diagnosed with DCIS through mammographic screening. Semi-structured telephone interviews were performed with 16 women diagnosed with DCIS between January 2012 and December 2018, recruited through the LifePool dataset (a subset of BreastScreen participants who have agreed to participate in research). Content analysis using deductive coding identified three themes: participants did not have a clear understanding of their diagnosis or prognosis; reported involvement in decision making about management varied; specific factors including the psychosexual impact of mastectomy and perceptions of radiotherapy, could act as barriers or facilitators to specific decisions about treatment. The treatment the women received was not simply determined by the characteristics of their disease. Interaction with the managing clinician was pivotal, however many other factors played a part in individual decisions. Recognising that decisions are not purely a function of disease characteristics is important for both women with DCIS and the clinicians who care for them.
Subject(s)
Breast Neoplasms , Carcinoma, Intraductal, Noninfiltrating , Australia , Breast Neoplasms/diagnosis , Breast Neoplasms/therapy , Carcinoma, Intraductal, Noninfiltrating/surgery , Carcinoma, Intraductal, Noninfiltrating/therapy , Decision Making , Female , Humans , MastectomyABSTRACT
Women diagnosed with cancer during pregnancy (gestational cancer) are a small but vulnerable population, with experts suggesting they require greater psycho-social support than either other women with cancer or other pregnant women. However, information on their psychological needs remains sparse. This commentary describes our work exploring the psychological needs of women diagnosed with gestational cancer, areas of unmet need we identified, and our recommendations for future programs and research. We conducted in-depth, semi-structured interviews with 23 Australian women diagnosed with gestational cancer in the preceding 5 years. Our findings depicted a group of women for whom cancer diagnosis and treatment had resulted in a sense of isolation and loneliness. Women reported seeking tailored information about their condition and treatments as well as one-on-one peer support with other gestational cancer survivors, which was challenging for them to access and which existing services struggled to provide. To address these unmet needs, innovative solutions may be necessary. Technology has the potential to connect and match women with one-to-one peer support, and research exploring the efficacy and acceptability of such interventions is required. Creative solutions, such as virtual resource hubs monitored or moderated by experts, would potentially meet the information needs of this group. However, as gestational cancer is relatively rare, the development and evaluation of such interventions would require a collaborative effort across multiple sites, as well as international collaboration and data pooling.
Subject(s)
Cancer Survivors , Neoplasms , Australia , Female , Humans , Loneliness , Pregnancy , Social SupportABSTRACT
A 56-year-old woman with a 12-year history of recurrent triple-negative invasive carcinoma of the breast presented with progressive enlargement of lymph nodes in the setting of established rupture of the ipsilateral silicone breast implant. Although this was proven to be benign on cytology, its progressive nature led to repeated core biopsies for histology, which were necessary given the high-risk nature of triple-negative breast cancer and the multiple proven previous recurrences. The histology demonstrated features of silicone deposits without evidence of malignancy. This case demonstrates the dilemma in surveillance of high-risk patients with breast cancer who have had previous silicone lymphadenopathy.
Subject(s)
Breast Implantation/adverse effects , Breast Implants/adverse effects , Breast Neoplasms/surgery , Lymphadenopathy/etiology , Silicone Gels/adverse effects , Biopsy, Large-Core Needle , Disease Progression , Female , Humans , Mammaplasty , Mastectomy , Middle Aged , Neoplasm Recurrence, Local/diagnostic imaging , Neoplasm Recurrence, Local/therapy , Prosthesis Failure , ReoperationABSTRACT
OBJECTIVES: To identify features enhancing the quality of healthcare experiences for women with gestational cancer, and explore the impact of the heterogeneous Australian healthcare system on those experiences. METHODS: Semi-structured, qualitative interviews were conducted with women diagnosed with any cancer during pregnancy in the last five years. Recruitment occurred during 2018-2019 via social media and professional, clinical and community networks. Questions related to women's experiences of their healthcare, wellbeing and psychosocial needs. Interviews were analysed thematically. RESULTS: Study participants (n = 23) received treatment in the private sector (n = 10), public sector (n = 8), or both (n = 5). Five interview themes were found: Control over healthcare; Trust in clinicians, hospitals and systems; Coordination of care; An uncommon diagnosis; Holistic, future-oriented care. Women were most likely to have had a positive healthcare experience when (a)care was well-coordinated and adjusted to meet their unique needs/challenges, and (b)women perceived their care went beyond their immediate medical needs and encompassed future psychosocial wellbeing, including preparation for postpartum challenges. CONCLUSION: Existing 'usual care' in the public and/or private sector for both the pregnancy and the cancer is insufficient to meet these women's needs. Prioritising psychological wellbeing including psychosocial needs, and communication and planning around fertility and postnatal challenges are essential for this population.
Subject(s)
Delivery of Health Care , Neoplasms , Australia , Female , Humans , Pregnancy , Qualitative ResearchABSTRACT
Individualized screening is our logical next step to improve population breast cancer screening in Australia. To explore breast screening participants' views of the current program in Victoria, Australia, examine their openness to change, and attitudes toward an individualized screening model, this qualitative work was performed from a population-based breast screening cohort. This work was designed to inform the development of a decision aid to facilitate women's decisions about participating in individualized screening, and to elicit Australian consumer perspectives on the international movement toward individualized breast screening. A total of 52 women participated in one of four focus groups, and were experienced with screening with 90% of participants having had more than three mammograms. Focus group discussion was facilitated following three main themes: (i) experience of breast screening; (ii) breast cancer risk perception, and (iii) views on individualized screening. Participants had strong, positive, emotional ties to breast screening in its current structure but were supportive, with some reservations, of the idea of individualized screening. There was good understanding about the factors contributing to personalized risk and a wide range of opinions about the inclusion of genetic testing with genetic testing being considered a foreign and evolving domain. Individualized breast screening that takes account of risk factors such as mammographic density, lifestyle, and genetic factors would be acceptable to a population of women who are invested in the current system. The communication and implementation of a new program would be critical to its acceptance and potential success. Reservations may be had in regards to uptake of genetic testing, motivations behind the change, and management of the women allocated to a lower risk category.
Subject(s)
Breast Neoplasms/diagnosis , Breast Neoplasms/psychology , Decision Making , Early Detection of Cancer/psychology , Health Knowledge, Attitudes, Practice , Mammography/psychology , Patient Acceptance of Health Care , Aged , Disease Progression , Female , Follow-Up Studies , Humans , Middle Aged , PrognosisSubject(s)
Abdominal Pain/diagnosis , Ileocecal Valve/pathology , Intestinal Obstruction/pathology , Intussusception/pathology , Melanoma/complications , Abdominal Pain/etiology , Anastomosis, Surgical/methods , Colectomy/methods , Colonic Diseases/diagnostic imaging , Colonic Diseases/pathology , Humans , Ileocecal Valve/surgery , Intestinal Obstruction/complications , Intestinal Obstruction/surgery , Intussusception/diagnostic imaging , Intussusception/surgery , Male , Melanoma/pathology , Melanoma/secondary , Middle Aged , Tomography, X-Ray Computed/methodsSubject(s)
Breast Neoplasms/surgery , Carcinoma, Ductal, Breast/surgery , Carcinoma, Intraductal, Noninfiltrating/surgery , Mastectomy , Neoplasm Staging , Breast Neoplasms/diagnosis , Carcinoma, Ductal, Breast/diagnosis , Carcinoma, Intraductal, Noninfiltrating/diagnosis , Female , Humans , PrognosisABSTRACT
BACKGROUND AND OBJECTIVES: Patients with in-transit melanoma metastasis have longer median survival than patients with distant metastatic disease. Furthermore, local disease control is an important endpoint for symptom management. The treatment of unresectable loco-regional recurrence or in-transit disease has been historically managed with a combination of treatments including surgery, radiotherapy, isolated limb infusion or perfusion as well as systemic therapies. Intralesional PV-10 has been used at Peter MacCallum Cancer Centre since 2010, and the current report presents a retrospective analysis of patient outcomes, reporting the response rates, durability of responses, and observed toxicities. METHODS: Records were analyzed retrieving details of 19 patients treated with PV-10 over a 4-year period from 2010 to 2014. Medical records were reviewed for these patients and data extracted. RESULTS: Nineteen patients with in-transit melanoma were treated with intralesional PV-10 between 2010 and 2014. Disease control (complete or partial response or disease stability) was achieved in 68% of patients with 26% having a complete response. This was achieved with minimal associated toxicity. CONCLUSIONS: PV-10 is an effective, durable, well-tolerated treatment tool with an acceptable side effect profile for the management of unresectable in-transit melanoma. J. Surg. Oncol. 2016;114:380-384. © 2016 Wiley Periodicals, Inc.
Subject(s)
Fluorescent Dyes/therapeutic use , Melanoma/drug therapy , Melanoma/secondary , Rose Bengal/therapeutic use , Skin Neoplasms/drug therapy , Skin Neoplasms/pathology , Adult , Aged , Aged, 80 and over , Female , Humans , Injections, Intralesional , Male , Middle Aged , Retrospective Studies , Treatment OutcomeABSTRACT
To examine practice patterns for breast cancer patients with limited sentinel node (SN) disease in light of the ACOSOG Z0011 results. Retrospective analysis of patients with T1-2 breast cancer and positive sentinel lymph node biopsy (SLNB) admitted between January 2009 and December 2012. Patient demographics, tumor characteristics, and treatments were recorded. Eight hundred positive SLNBs were identified. A total of 452 (56.5%) proceeded to completion axillary lymph node dissection (cALND). cALND rate decreased from 65.1% to 49.7% from 2009-2010 to 2011-2012. cALND was performed for micrometastasis or isolated tumor cells in 39.3% in 2009-2010 and 22.2% in 2011-2012, whereas for macrometastases the rates were 83.1% and 68.6%, respectively. cALND rates diminished for both Z0011-eligible and -ineligible patients. The ACOSOG Z0011 trial presentation and publication coincided with a reduction in cALND for breast cancer with limited nodal disease. There appears equipoise regarding management of macrometastatic SN disease.
Subject(s)
Breast Neoplasms/pathology , Breast Neoplasms/therapy , Lymph Node Excision/statistics & numerical data , Lymph Nodes/pathology , Sentinel Lymph Node Biopsy/statistics & numerical data , Aged , Antineoplastic Agents/therapeutic use , Australia , Axilla/pathology , Axilla/surgery , Clinical Trials as Topic , Female , Humans , Lymphatic Metastasis/pathology , Middle Aged , Neoplasm Micrometastasis/pathology , Retrospective StudiesABSTRACT
Chylous ascites is a rare clinical entity that historically has been accompanied by high mortality due to the association with malignancy. Here we present a case of chylous ascites as a complication of mild pancreatitis in a young woman. We review the literature of similar cases, which revealed four similar cases with a range of outcomes. Treatment options vary from dietary restriction of medium chain fatty acids, total parental nutrition, radiological intervention and surgery.