Challenges to the early diagnosis and treatment of breast cancer in developing countries

Pathway to care among adolescents and young adults with breast cancer in Nigeria: a mixed methods study

BACKGROUND

The mortality from breast cancer (BC) is still high in Nigeria and other low-and medium-income countries (LMICs) especially among adolescents and young adults. This is partly due to late presentation for diagnosis and treatment. It is recommended that to optimize the effectiveness of treatment, the total time which is the interval from symptom onset to initiation of treatment, should be less than 90 days as recommended by the World Health Organization (WHO). The aim of this study was to determine the extent of delays in accessing care and possible reasons for such delays among young adult females with breast cancer in Nigeria.

METHODS

A mixed-method convergent parallel study design was used. The study was conducted at two academic hospitals in southwest Nigeria. Data were collected using a semi-structured assessment tool and an in-depth interview guide. Both the quantitative and qualitative data were collected concurrently. This approach was adopted to aid in the collection of different but complimentary data at the study sites to enrich the interpretation of the results.

RESULTS

A total of 46 female participants were recruited into the quantitative component of the study, and the mean age was 34.2 ± 4.4 years. Most had higher education, were married, and were in a lower earning bracket. Majority participants had low knowledge of symptoms and signs of breast cancer. As low as 7 (15.2%) patients had the time between symptom discovery and treatment initiation [Total Treatment Time (TT)] within 90 days (median 281.5; range 31-5260). Twenty-seven (58.6%) participants had diagnostic interval within 60 days (median 40 days [Inter Quartile Range (IQR) 7-4745 days]. Most participants interviewed 39 (85%) knew that breast lump was a possible sign of breast cancer while a sizable number 19 (41%) could not name risk factors for breast cancer. Family history was the most recognised risk factor for breast cancer by 21(46%) of participants interviewed.

CONCLUSION

Breast health awareness is low among adolescents and young adults with breast cancer in Nigeria, as most participants 33(72%) lacked knowledge of early symptoms and signs of breast cancer. Very few 7(15%) of the participants commenced treatment within the WHO recommended 90 days of noticing breast symptoms. Sixty percent of the participants met the diagnostic interval of within 60 days as against recommended 80%. There is need to intensify the education of young Nigerian females on breast cancer and the importance of breast self-examination.

Effectiveness of a Breast Cancer Educational Conference Targeting Healthcare Workers in Honduras

Purpose: Previous studies have demonstrated that many healthcare workers in low- and middle-income countries (LMICs) lack the appropriate training and knowledge to recognize and diagnose breast cancer at an early stage. As a result, women in LMICs are frequently diagnosed with late-stage breast cancer (Stage III/IV) with a poor prognosis. Materials and Methods: We hosted a 1-day breast cancer educational conference directed towards healthcare workers in Honduras. We conducted pre- and postcourse (1-2 months later) assessments that evaluated knowledge of screening, diagnosis, and treatment of breast cancer. Breast cancer specialists at the University of Minnesota and Honduras developed a 12-question assessment tool in Spanish. Results: A total of 157 people attended the course, and 86 completed the precourse knowledge assessment. The overall percentage of correct responses was 70% in the precourse assessment. Postcourse knowledge assessments were completed by 94 participants. The overall percentage of correct responses was 80% in the postcourse assessment and was significantly higher than precourse assessment scores (p < 0.0001). For the individual domains of screening, diagnosis, and treatment, the postcourse knowledge assessment scores were significantly improved as compared with the precourse scores (p < 0.0001). Conclusion: In this study, we found that a 1-day, in-person breast cancer educational course directed towards healthcare workers in Honduras resulted in improved breast cancer knowledge assessment scores. Future research and implementation strategies will include training healthcare workers throughout Honduras and determining the impact of these educational interventions on the late-stage presentation of breast cancer.

Patterns of breast cancer locoregional relapse, metastasis, and subtypes in Ghana

BACKGROUND

Significant advances have been made in targeted therapeutics and systemic therapy regimens for breast cancer (BC) treatment over the past decade. Tumour cells can however remain in the body, leading to locoregional relapse and/or metastasis. Subtypes of BC have distinct prognostic effects and have been linked to varying risks of early locoregional relapse and metastases, response to treatment, and overall survival. Most Low- and middle-income countries (LMICs) have no registries of BC locoregional relapse and metastasis.

METHODS

This study comprehensively reviewed, a 3-year retrospective single-centre data of female BC visiting the Komfo Anokye Teaching Hospital (KATH), Ghana to determine the prevalence of locoregional relapse and metastasis across our patient population. Prevalence of metastasis among the various BC subtypes was also determined.

RESULTS

Prevalence of BC locoregional relapse and metastasis were 3.4% and 47.6% respectively. For BC patients with documented locoregional relapse (N = 36), 27.8% (CI = 15.8 - 44.0%) had relapse to the contralateral breast, 41.7% (CI = 27.1 - 57.8%) had relapse to the ipsilateral breast, and 30.6% (CI = 18.0 - 46.9%) had relapse to regional lymph nodes. For BC patients with documented metastasis (N = 503), 151 (30%) had multiple organs involvement, 141 (28%) had lung metastases, 80 (16%) had bone metastases, 45 (9%) had liver metastases, 16 (3%) had brain metastases and 70 (14%) had other metastases (ovary, uterus, spleen, peritoneum, or distant lymph nodes). Basal subtype was the most common subtype (n = 82, 41%), followed by Luminal A (n = 69, 34.5%), HER2+ (n = 37, 18.5%) and Luminal B (n = 12, 6%). Basal subtypes had the most metastasis (35%), with multiple metastasis being the most prevalent (13%).

CONCLUSION

Close to half of the patients (46%) presented with metastatic BC. BC subtypes could influence the specific metastatic site. The most common BC subtype was the Basal subtype and had the most metastases (35%), with multiple metastasis being the most prevalent (13%). These findings should serve as a guide in the management of patients to enhance early prediction and detection of locoregional relapse and metastasis for improved overall treatment outcomes.

Influence of Health System Affiliation and Pain Manifestation on Advanced Oral Cavity Squamous Cell Carcinoma Risk: A Retrospective Cohort Study in a Latin American Population

Background/Objectives: Oral cavity cancer, a subtype of head and neck cancer, is one of the most common malignancies globally. This study assessed the influence of health system affiliation and pain manifestation on the risk of advanced oral cavity squamous cell carcinoma (OCSCC) in a Latin American population. Methods: In this retrospective cohort study, we analyzed medical records from 2015 to 2016, including data from the past 19 years, of 233 patients with OCSCC treated at a public hospital in Medellín, Colombia. Sociodemographic and clinical variables were evaluated, and multivariate regression models incorporated variables significant in bivariate analysis. Results: Among 233 patients, 196 (84.1%) had advanced OCSCC. The sample had a mean age of 63 ± 13 years, 53.6% were male, and 64% came from urban areas with predominantly low socioeconomic levels. Men showed a threefold increased risk of advanced OCSCC (95% CI: 1.3-6.8), while patients referred to pain clinics exhibited a 19.5 times higher risk (95% CI: 2.3-159.5). Patients in the subsidized health system or without health insurance had 2.6 (95% CI: 1.07-6.3) and 2.7 times (95% CI: 1.17-6.4) higher risks, respectively. Conclusions: This study found that male patients, referrals to pain clinics, and subsidized or no health system affiliation significantly increased the risk of advanced OCSCC.

Clinical characteristics of male patients with breast cancer in the Latino population

PURPOSE

Breast cancer is the most prevalent cancer type in Mexico, with male breast cancer accounting for only 1% of all breast cancer cases. A limited number of studies have described the clinical-pathological profiles of males with breast cancer in low- and middle-income countries. This study presents an analysis of patients with breast cancer seen at three different institutions in México.

METHODS

A retrospective review of the medical records was performed to analyze the clinical and pathological characteristics of 49 men diagnosed with breast cancer and their overall survival.

RESULTS

The mean age at diagnosis was 64.65 years. A significant proportion of patients presented at diagnosis with stage IV disease (n = 11, 22.45%), had triple-negative subtype (n = 6, 12.24%), and nuclear grade III (n = 20, 40.8%). Primary endocrine resistance was observed in 10 patients (31.25%). Genetic analysis was performed on 24 patients (48.9%), revealing a germline BRCA pathogenic variant in 8.33%.

CONCLUSION

Our findings described the clinical and pathological profile of breast cancer in a male cohort in Mexico, with a significantly high proportion of advanced disease, triple-negative subtype, nuclear grade III, and endocrine resistance. Further comprehensive studies, including research into somatic mutations, are needed.

A paper-in-polymer-pond (PiPP) hybrid microfluidic microplate for multiplexed ultrasensitive detection of cancer biomarkers

Conventional affinity-based colorimetric enzyme-linked immunosorbent assay (ELISA) is one of the most widely used methods for the detection of biomarkers. However, rapid point-of-care (POC) detection of multiple cancer biomarkers by conventional ELISA is limited by long incubation time, large reagent volume, and costly instrumentation along with low sensitivity due to the nature of colorimetric methods. Herein, we have developed a reusable and cost-effective paper-in-polymer-pond (PiPP) hybrid microfluidic microplate for ultrasensitive and high-throughput multiplexed detection of disease biomarkers within an hour without using specialized instruments. A piece of pre-patterned chromatography paper placed in the PMMA polymer pond facilitates rapid protein immobilization to avoid intricate surface modifications of polymer and can be changed with a fresh paper layer to reuse the device. Reagents can be simply delivered from the top PMMA layer to multiple microwells in the middle PMMA layer via flow-through microwells, thereby increasing the efficiency of washing and avoiding repeated manual pipetting or costly robots. Quantitative colorimetric analysis was achieved by calculating the brightness of images scanned by an office scanner or a smartphone camera. Sandwich-type immunoassay was performed in the PiPP hybrid device after the optimization of multiple assay conditions. Limits of detection of 0.32 ng mL-1 for carcinoembryonic antigen (CEA) and 0.20 ng mL-1 for prostate-specific antigen (PSA) were obtained, which were about 10-fold better than those of commercial ELISA kits. We envisage that this simple but versatile hybrid device can have broad applications in various bioassays in resource-limited settings.

Assessing the factors associated with body image perception and quality of life of Palestinian women undergoing breast cancer treatment: a cross-sectional study

BACKGROUND

Worldwide, breast cancer has replaced lung cancer and has become the most commonly diagnosed malignancy. Breast cancer poses a significant burden on the health and quality of life of women and can lead to substantial physical burdens and significant psychological problems, including distress, anxiety, depression, and sexuality-related issues, including negative body image. This study was conducted to assess how women diagnosed with, treated, and/or receiving treatment for breast cancer perceived their body image.

METHODS

A cross-sectional study design was used to assess body image perceptions among Palestinian women diagnosed with breast cancer. The study was conducted in four different hospitals located in the West Bank of Palestine where women with breast cancer received their treatments or visited for follow-up care in the period between November 2023 and March 2024. An interviewer-administered questionnaire was used to collect the data. Body perception was assessed using the body image self-rating questionnaire for breast cancer (BISQ-BC).

RESULTS

In this study, 376 women with breast cancer completed the interviewer-administered questionnaire (response rate = 75.2%. The mean age of the women was 44.0 ± 5.3 years. Of the women, 74.7% agreed or strongly agreed that they cared about their body image. On the other hand, 43.1% of the women were not satisfied with their body image and 58.8% did not think that their body image was attractive. Multiple linear regression showed that younger age, employment status, living in cities, marital status, educational level, presence of comorbidities, and longer time passes since diagnosis with breast cancer were associated with the different aspects of body image perception and behavior.

CONCLUSION

The findings of this study indicated that Palestinian women with breast cancer were concerned about their body image. The findings also indicated that breast cancer and its treatment posed a significant burden on the physical and psychosocial well-being of the affected women and impacted the different dimensions of their lives, including their perceptions of their body image. Patients with significant physical and body image changes might benefit from reconstructive surgeries, psychosocial support, cognitive behavioral therapy, and nutritional, and physical activity interventions.

Do Behavioral Characteristics Influence the Breast Cancer Diagnosis Delay? Evidence From French Retrospective Data

OBJECTIVES

This study aimed to analyze the behavioral determinants of breast cancer (BC) diagnosis delays in France. To do so, we investigated whether time discounting, risk tolerance, and personality traits influenced the BC diagnosis delay of patients.

METHODS

We used original retrospective data collected on 2 large online patient networks from 402 women diagnosed of BC. The BC diagnosis delay was measured by the difference between the date of diagnosis and the date of first symptoms. Time discounting and risk tolerance are measured with both self-reported questions and hypothetical lotteries. Personality traits are measured with the 10-item Big Five indicator. Ordinary least square and probit models were used to analyze whether these behavioral characteristics influenced the BC diagnosis delay.

RESULTS

Results showed that risk tolerance and time discounting were not significantly associated with the BC diagnosis delay. However, we found a longer diagnosis delay for women with a neuroticism personality trait (standardized coefficients ranged from 0.104 [P-value = .036] to 0.090 [P-value = .065]).

CONCLUSIONS

Overall, our findings underline the need for an increased consideration of cancer screening public health policy for women with mental vulnerabilities since such vulnerabilities were found to be highly correlated with a neuroticism personality trait.

The prevalence and predictors of clinical breast cancer screening in Sub-Saharan African countries: a multilevel analysis of Demographic Health Survey

Background

Despite a higher rate of breast cancer in sub-Saharan Africa (SSA), efforts to treat the disease through breast cancer screening are suboptimal, resulting in late diagnosis of breast cancer and poor outcomes. Several studies have been conducted in SSA countries about screening uptake, yet they addressed country or sub-country level data and did not consider both individual and beyond-individual factors related to screening. Hence, pooled prevalence as well as multilevel correlates of screening in the region is sparse, which have been addressed by this study using the most recent data among women with SSA.

Methods

This study was conducted using the Demographic Health Survey data (2013-2022) from six countries, and a total weighted sample of 95,248 women was examined. STATA version 16 was used for the data analysis. Multilevel mixed-effects logistic regression was performed and significant predictors were reported using adjusted odds ratios (aOR) with 95% confidence intervals (95% CI).

Results

The overall weighted prevalence of clinical breast cancer screening was 14.23% (95% CI: 13.97-14.75), with Namibia and Tanzania having the highest (24.5%) and lowest (5.19%) screening rates, respectively. Higher breast cancer screening uptake was observed among women of advanced age (35-49) [aOR = 1.78; 95% CI: 1.60, 1.98], had higher educational levels [aOR = 1.84; 95% CI: 1.66, 2.03], cohabited [aOR = 1.37; 95% CI: 1.21, 1.55], in the richest wealth quintile [aOR = 2.27; 95% CI: 1.95, 2.64], urban residents [aOR = 1.21; 95%CI: 1.10, 1.33], multiparous [aOR = 1.47; 95% CI: 1.30, 1.68], visited health facilities [aOR = 1.64; 95% CI: 1.52, 1.76], and read newspapers [aOR = 1.78; 95%CI: 1.60, 2.15].

Conclusion

The prevalence of clinical breast cancer screening was low (14%). Strengthening awareness campaigns, improving healthcare infrastructure, health education, universal health coverage, and screening program access, with a focus on rural areas, women who lack formal education, and low socioeconomic status, are critical to increasing breast cancer screening rates and equity. Scale-up local and regional collaborations and the involvement of media agencies in the implementation of screening programs, advocacy, dissemination of information, and integration of screening programs with their routine care, such as perinatal care, can boost the screening. The existing health service delivery points also need to focus on integrating breast cancer screening services with routine care such as perinatal care.

Health-seeking behaviour of breast cancer patients receiving care at a tertiary institution in Ghana

Background

Breast cancer incidence rates are rising in Africa and mortality is highest in West Africa. Reasons for poor survival are multifactorial but delays in seeking appropriate health care result in late presentation which contributes significantly to poor outcomes. Total delays of more than 3 months have been associated with advanced stage at presentation and poorer survival.

Method

A cross-sectional design was used to assess delays in health-seeking behaviour in consecutive breast cancer patients receiving treatment at Korle Bu Teaching Hospital (KBTH) from January to December 2022 using a structured, interviewer-administered questionnaire. Data were gathered to assess health-seeking behaviour in relation to delays in a presentation to a health care facility, and factors that may have influenced the delays. Statistical analysis was done using descriptive and inferential analyses.

Results

The study involved 636 participants with a mean age and SD of 52.6 ± 12 years. Most participants were diagnosed with Stage 3 or 4 breast cancer (56.5%). Ninety percent of participants had visited at least one health facility prior to seeking care at KBTH. Forty-two percent of the participants sought care at a health facility less than a month after noticing symptoms of breast cancer while 34.4% did so greater than 3 months after noticing symptoms. Delays showed a significant association with age, marital status, educational level, average monthly income and cancer stage (p < 0.05). Common reasons for delays were lack of knowledge of breast cancer signs and/or symptoms (47%), advice from family and friends (15%), financial difficulties (9%), seeking alternate treatments (7%), competing priorities (6%) and indifference (5%).

Conclusion

Lack of knowledge about breast cancer was a major cause of delay in seeking health care in this study. Education should specifically target knowledge about breast cancer and the need for appropriate and timely health seeking.

Multigenic panels in breast cancer: Clinical utility and management of patients with pathogenic variants other than BRCA1/2

Multigene panels can analyze high and moderate/intermediate penetrance genes that predispose to breast cancer (BC), providing an opportunity to identify at-risk individuals within affected families. However, considering the complexity of different pathogenic variants and correlated clinical manifestations, a multidisciplinary team is needed to effectively manage BC. A classification of pathogenic variants included in multigene panels was presented in this narrative review to evaluate their clinical utility in BC. Clinical management was discussed for each category and focused on BC, including available evidence regarding the multidisciplinary and integrated management of patients with BC. The integration of both genetic testing and counseling is required for customized decisions in therapeutic strategies and preventative initiatives, as well as for a defined multidisciplinary approach, considering the continuous evolution of guidelines and research in the field.

The current diagnosis and treatment strategy of breast cancer based on multicentre retrospective data in Shaanxi province

BACKGROUND

Breast cancer is a common malignancy, and early detection coupled with standardized treatment is crucial for patient survival and recovery. This study aims to scrutinize the current state of breast cancer diagnosis and treatment in Shaanxi province, providing valuable insights into the local practices and outcomes.

METHODS

We selected 25 hospitals that typically represent the current diagnosis and treatment strategy of breast cancer in Shaanxi (a province in northwest China). The questionnaire comprised sections on fundamental information, outpatient consultations, breast-conserving surgery, neoadjuvant and adjuvant therapy, sentinel lymph node biopsy, breast reconstruction surgery.

RESULTS

A total of 6665 breast cancer operations were performed in these 25 hospitals in 2021. The overall proportion of breast-conserving surgery (BCS) is 23.6%. There was a statistically significant positive correlation between the annual volume of breast cancer surgery and the implementation rate of BCS (P = 0.004). A total of 2882 cases of neoadjuvant treatment accounted for 43.24% of breast cancer patients treated with surgery in 2017. Hospitals in Xi'an performed more neoadjuvant therapy for patients with breast cancer compared to other districts (P = 0.008). There was a significantly positive correlation between outpatient visits and the implementation rate of sentinel lymph node biopsy (SLNB) (P = 0.005). 14 hospitals in Shaanxi performed reconstructive surgery.

CONCLUSIONS

Breast conserving surgery, adjuvant and neoadjuvant therapy and sentinel lymph node biopsy in Shaanxi province have reached the China's average level. Moreover, hospitals in Xi 'an have surpassed this average. However, a disparity is observed in the development of breast reconstruction surgery when compared to top-tier hospitals.

An Investigation of In Vitro Anti-Cancer Efficacy of Dihydroartemisinin-Loaded Bovine Milk Exosomes Against Triple-Negative Breast Cancer

Repurposing drugs offers several advantages, including reduced time and cost compared to developing new drugs from scratch. It leverages existing knowledge about drug safety, dosage, and pharmacokinetics, expediting the process of clinical trials and regulatory approval. Dihydroartemisinin (DHA) is a semi-synthetic and active metabolite of all artemisinin molecules and is FDA-approved for the treatment of malaria. Apart from having anti-malarial properties, DHA also possesses anticancer properties. However, its pharmacological actions are limited by toxicity and solubility problems. To overcome these challenges and enhance its anticancer effectiveness, we designed an exosomal formulation of DHA. We isolated exosomes from bovine milk using differential ultracentrifugation and loaded DHA using sonication. Scanning and transition electron microscopy revealed a size of roughly 100 nm, with a spherical shape. Furthermore, in pH 7.4 and 5.5, the exosomes exhibited burst release followed by sustained release. Multiple in vitro cell culture tests demonstrated that Exo-DHA exhibited enhanced anticancer activity, including cytotoxicity, cellular uptake, generation of reactive oxygen species (ROS), disruption of mitochondrial membrane potential, and inhibition of colony formation. Additional evidence supporting Exo-DHA's anti-migration ability came from transwell migration and scratch assays. Based on these results, it was concluded that the anticancer efficacy of DHA was improved when loaded into bovine milk-derived exosomes. While the in vitro results are encouraging, more in vivo testing in suitable animal models and biochemical marker analysis are warranted.

Barriers to Cancer Diagnosis and Treatment: A Pilot Qualitative Study of Patient and Practitioner Perspectives in Rural India

Introduction Cancer remains a critical global health issue, particularly in developing countries, where timely diagnosis and effective treatment are often hindered by numerous barriers. These obstacles exacerbate the cancer burden and contribute to disparities in care. This study explores the barriers to cancer diagnosis and treatment from the perspectives of patients and healthcare providers in rural India, aiming to inform targeted interventions and improve outcomes. Methods This qualitative study was conducted from April to May 2024 at a tertiary cancer hospital in rural Western Maharashtra, India. Nine semi-structured interviews were conducted with five cancer patients and four healthcare practitioners. Participants were selected through purposive sampling until information saturation was achieved. Interviews were conducted in local languages and analyzed using thematic analysis to identify key barriers and themes. Results The study identified several major themes related to barriers to cancer diagnosis and treatment. Patients highlighted a lack of awareness and understanding of cancer, significant financial burdens, challenges in accessing healthcare facilities, and emotional distress. Healthcare practitioners noted systemic issues, including inadequate diagnostic capabilities, insufficient healthcare infrastructure, and a shortage of specialized providers. Both groups emphasized the impact of cultural beliefs and stigma, as well as the limited support systems available to patients. Conclusion The findings highlight the complex interplay of factors contributing to delays in cancer diagnosis and treatment in rural India. Addressing these barriers requires multifaceted interventions, including increasing public awareness, improving healthcare infrastructure, and enhancing support systems for patients. Policy development should focus on these areas to reduce disparities and improve cancer care outcomes in resource-limited settings.

A systematic review of public health interventions to address breast cancer inequalities in low- and middle-income countries

BACKGROUND

Breast cancer is the most diagnosed cancer in the world, with a worse prognosis documented in low- and middle-income countries. Inequalities pertaining to breast cancer outcomes are observed at within-country level, with demographics and socioeconomic status as major drivers.

AIM

This review aims to aggregate all available evidence from low- and middle-income countries on public health interventions that can be utilized to reduce breast cancer inequalities within the breast cancer continuum.

METHODS

The study was a systematic review and narrative synthesis of available literature, with the literature search conducted between September and October 2021. The search was re-run in September 2022 to update the review. PubMed, Scopus, Embase, African Index Medicus and LILACS were searched, based on predetermined criteria. Randomized controlled trials, cohort studies and quasi-experimental studies were included for review, while studies without an intervention and comparator group were excluded. The Joanna Briggs Institute family of checklists was used for quality assessment of the included studies. Data pertaining to study design, quality control and intervention effectiveness was extracted.

RESULTS

A total of 915 studies were identified for screening and 21 studies met the selection criteria. Only one study specifically evaluated the impact of an intervention on breast cancer inequalities. Diverse, multi-level interventions that can be utilized to address breast cancer inequalities through targeted application to disadvantaged subpopulations were identified. Educational interventions were found to be effective in improving screening rates, downstaging through early presentation as well as improving time to diagnosis. Interventions aimed at subsidizing or eliminating screening payments resulted in improved screening rates. Patient navigation was highlighted to be effective in improving outcomes throughout the breast cancer continuum.

CONCLUSION

Findings from the systematic review underline the importance of early detection in breast cancer management for low- and middle-income countries. This can be achieved through a variety of interventions, including population education, and addressing access barriers to public health services such as screening, particularly among under-served populations. This study provides a comprehensive database of public health interventions relevant to low- and middle-income countries that can be utilized for planning and decision-making purposes. Findings from the review highlight an important research gap in primary studies on interventions aimed at reducing breast cancer inequalities in low- and middle-income countries.

SYSTEMATIC REVIEW REGISTRATION

PROSPERO registration number: CRD42021289643.

Breast cancer learning health system: Patient information from a data and analytics platform characterizes care provided

Purpose

In a learning health system (LHS), data gathered from clinical practice informs care and scientific investigation. To demonstrate how a novel data and analytics platform can enable an LHS at a regional cancer center by characterizing the care provided to breast cancer patients.

Methods

Socioeconomic information, tumor characteristics, treatments and outcomes were extracted from the platform and combined to characterize the patient population and their clinical course. Oncologists were asked to identify examples where clinical practice guidelines (CPGs) or policy changes had varying impacts on practice. These constructs were evaluated by extracting the corresponding data.

Results

Breast cancer patients (5768) seen at the Juravinski Cancer Centre between January 2014 and June 2022 were included. The average age was 62.5 years. The commonest histology was invasive ductal carcinoma (74.6%); 77% were estrogen receptor-positive and 15.5% were HER2 Neu positive. Breast-conserving surgery (BCS) occurred in 56%. For the 4294 patients who received systemic therapy, the initial indications were adjuvant (3096), neoadjuvant (828) and palliative (370). Metastases occurred in 531 patients and 495 patients died. Lowest-income patients had a higher mortality rate. For the adoption of CPGs, the uptake for adjuvant bisphosphonate was very low, 8% as predicted, compared to 64% for pertuzumab, a HER2 targeted agent and 40.2% for CD4/6 inhibitors in metastases. During COVID-19, the provincial cancer agency issued a policy to shorten the duration of radiation after BCS. There was a significant reduction in the average number of fractions to the breast by five fractions.

Conclusion

Our platform characterized care and the clinical course of breast cancer patients. Practice changes in response to regulatory developments and policy changes were measured. Establishing a data platform is important for an LHS. The next step is for the data to feedback and change practice, that is, close the loop.

Navigating the Landscape of Cancer From Ancient Times to Modern Challenges: A Narrative Review

Cancer, a pervasive and multifaceted disease, has afflicted humanity since ancient times, as evidenced by early references in the Edwin Smith Papyrus and the Ebers Papyrus. Over centuries, our understanding and treatment of cancer have evolved significantly, transitioning from rudimentary remedies to advanced modalities like chemotherapy, radiation therapy, and precision medicine. Despite these advancements, cancer remains a major global health challenge. As of 2022, nearly 20 million new cancer cases and 10 million cancer-related deaths were reported worldwide. In India, the situation is particularly dire, with over 1.41 million new cases and more than 916,827 deaths in 2022, exacerbated by socioeconomic disparities, cultural stigmas, and healthcare barriers. This review traces the historical evolution of cancer treatment from ancient civilizations to modern times, highlighting key medical milestones and breakthroughs. It examines the global and Indian cancer burden, emphasizing the critical barriers to early diagnosis and effective treatment. These barriers include health system deficiencies, socioeconomic challenges, delayed diagnosis, low health literacy, and inadequate screening programs. The review was conducted through a comprehensive literature search using databases such as PubMed, Google Scholar, Journal Storage (JSTOR), and various other sources focusing on historical texts, epidemiological studies, and current medical research. The search aimed to gather a broad spectrum of perspectives and evidence to provide a well-rounded understanding of cancer's historical journey and current landscape.

Development of a model to predict the age at breast cancer diagnosis in a global population

Knowing the mean age at diagnosis of breast cancer (BC) in a country is important for setting up an efficient BC screening program. The aim of this study was to develop and validate a model to predict the mean age at diagnosis of BC at the country level. To develop the model, we used the CI5plus database from the IARC, which contains incidence data for 122 selected populations for a minimum of 15 consecutive years from 1993 to 2012 and data from the World Bank. The standard model was fitted with a generalized linear model with the age of the population, growth domestic product per capita (GDPPC) and fertility rate as fixed effects and continent as a random effect. The model was validated in registries of the Cancer Incidence in Five Continents that are not included in the CI5plus database (1st validation set: 1950-2012) and in the most recently released volume (2nd validation set: 2013-2017). The intercept of the model was 30.9 (27.8-34.1), and the regression coefficients for population age, GDPPC and fertility rate were 0.55 (95% CI: 0.53-0.58, p < 0.001), 0.46 (95% CI: 0.26-0.67, p < 0.001) and 1.62 (95% CI: 1.42-1.88, p < 0.001), respectively. The marginal R2 and conditional R2 were 0.22 and 0.81, respectively, suggesting that 81% percent of the variance in the mean age at diagnosis of BC was explained by the variance in population age, GDPPC and fertility rate through linear relationships. The model was highly accurate, as the correlations between the predicted age from the model and the observed mean age at diagnosis of BC were 0.64 and 0.89, respectively, and the mean relative error percentage errors were 5.2 and 3.1% for the 1st and 2nd validation sets, respectively. We developed a robust model based on population age and continent to predict the mean age at diagnosis of BC in populations. This tool could be used to implement BC screening in countries without prevention programs.