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BACKGROUND: Promoting the uptake of vaccination for infectious diseases such as COVID-19 remains a global challenge, necessitating collaborative efforts between public health units (PHUs) and communities. Applied behavioural science can play a crucial role in supporting PHUs' response by providing insights into human behaviour and informing tailored strategies to enhance vaccination uptake. Community engagement can help broaden the reach of behavioural science research by involving a more diverse range of populations and ensuring that strategies better represent the needs of specific communities. We developed and applied an approach to conducting community-based behavioural science research with ethnically and socioeconomically diverse populations to guide PHUs in tailoring their strategies to promote COVID-19 vaccination. This paper presents the community engagement methodology and the lessons learned in applying the methodology. METHODS: The community engagement methodology was developed based on integrated knowledge translation (iKT) and community-based participatory research (CBPR) principles. The study involved collaboration with PHUs and local communities in Ontario, Canada to identify priority groups for COVID-19 vaccination, understand factors influencing vaccine uptake and co-design strategies tailored to each community to promote vaccination. Community engagement was conducted across three large urban regions with individuals from Eastern European communities, African, Black, and Caribbean communities and low socioeconomic neighbourhoods. RESULTS: We developed and applied a seven-step methodology for conducting community-based behavioural science research: (1) aligning goals with system-level partners; (2) engaging with PHUs to understand priorities; (3) understanding community strengths and dynamics; (4) building relationships with each community; (5) establishing partnerships (community advisory groups); (6) involving community members in the research process; and (7) feeding back and interpreting research findings. Research partnerships were successfully established with members of prioritized communities, enabling recruitment of participants for theory-informed behavioural science interviews, interpretation of findings, and co-design of targeted recommendations for each PHU to improve COVID-19 vaccination uptake. Lessons learned include the importance of cultural sensitivity and awareness of sociopolitical context in tailoring community engagement, being agile to address the diverse and evolving priorities of PHUs, and building trust to achieve effective community engagement. CONCLUSION: Effective community engagement in behavioural science research can lead to more inclusive and representative research. The community engagement approach developed and applied in this study acknowledges the diversity of communities, recognizes the central role of PHUs, and can help in addressing complex public health challenges.
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COVID-19 , Saúde Pública , Humanos , Vacinas contra COVID-19 , Prioridades em Saúde , COVID-19/epidemiologia , COVID-19/prevenção & controle , Vacinação , OntárioRESUMO
BACKGROUND: Seasonal influenza is associated with significant healthcare resource utilization. An estimated 490,000 hospitalizations and 34,000 deaths were attributed to influenza during the 2018-2019 season. Despite robust influenza vaccination programs in both the inpatient and outpatient setting, the emergency department (ED) represents a missed opportunity to vaccinate patients at high risk for influenza who do not have access to routine preventive care. Feasibility and implementation of ED-based influenza vaccination programs have been previously described but have stopped short of describing the predicted health resource impact. The goal of our study was to describe the potential impact of an influenza vaccination program in an urban adult emergency department population using historic patient data. METHODS: This was a retrospective study of all encounters within a tertiary care hospital-based ED and three freestanding EDs during influenza season (defined as October 1 - April 30) over a two-years, 2018-2020. Data was obtained from the electronic medical record (EPIC®). All ED encounters during the study period were screened for inclusion using ICD 10 codes. Patients with a confirmed positive influenza test and no documented influenza vaccine for the current season were reviewed for any ED encounter at least 14 days prior to the influenza-positive encounter and during the concurrent influenza season. These ED visits were deemed a missed opportunity to provide vaccination and potentially prevent the influenza-positive encounter. Healthcare resource utilization, including subsequent ED encounters and inpatient admissions, were evaluated for patients with a missed vaccination opportunity. RESULTS: A total of 116,140 ED encounters occurred during the study and were screened for inclusion. Of these, 2115 were influenza-positive encounters, which represented 1963 unique patients. There were 418 patients (21.3%) that had a missed opportunity to be vaccinated during an ED encounter at least 14 days prior to the influenza-positive encounter. Of those with a missed vaccination opportunity, 60 patients (14.4%) had subsequent influenza-related encounters, including 69 ED visits and 7 inpatient admissions. CONCLUSION: Patients presenting to the ED with influenza frequently had opportunities to be vaccinated during prior ED encounters. An ED-based influenza vaccination program could potentially reduce influenza-related burden on healthcare resources by preventing future influenza-related ED encounters and hospitalizations.
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Vacinas contra Influenza , Influenza Humana , Adulto , Humanos , Influenza Humana/epidemiologia , Influenza Humana/prevenção & controle , Estudos Retrospectivos , Vacinação , Serviço Hospitalar de EmergênciaRESUMO
BACKGROUND: Diabetic retinopathy is a sight-threatening ocular complication of diabetes. Screening is an effective way to reduce severe complications, but screening attendance rates are often low, particularly for newcomers and immigrants to Canada and people from cultural and linguistic minority groups. Building on previous work, in partnership with patient and health system stakeholders, we co-developed a linguistically and culturally tailored tele-retinopathy screening intervention for people living with diabetes who recently immigrated to Canada from either China or African-Caribbean countries. METHODS: Following an environmental scan of diabetes eye care pathways in Ottawa, we conducted co-development workshops using a nominal group technique to create and prioritize personas of individuals requiring screening and identify barriers to screening that each persona may face. Next, we used the Theoretical Domains Framework to categorize the barriers/enablers and then mapped these categories to potential evidence-informed behaviour change techniques. Finally with these techniques in mind, participants prioritized strategies and channels of delivery, developed intervention content, and clarified actions required by different actors to overcome anticipated intervention delivery barriers. RESULTS: We carried out iterative co-development workshops with Mandarin and French-speaking individuals living with diabetes (i.e., patients in the community) who immigrated to Canada from China and African-Caribbean countries (n = 13), patient partners (n = 7), and health system partners (n = 6) recruited from community health centres in Ottawa. Patients in the community co-development workshops were conducted in Mandarin or French. Together, we prioritized five barriers to attending diabetic retinopathy screening: language (TDF Domains: skills, social influences), retinopathy familiarity (knowledge, beliefs about consequences), physician barriers regarding communication for screening (social influences), lack of publicity about screening (knowledge, environmental context and resources), and fitting screening around other activities (environmental context and resources). The resulting intervention included the following behaviour change techniques to address prioritized local barriers: information about health consequence, providing instructions on how to attend screening, prompts/cues, adding objects to the environment, social support, and restructuring the social environment. Operationalized delivery channels incorporated language support, pre-booking screening and sending reminders, social support via social media and community champions, and providing using flyers and videos as delivery channels. CONCLUSION: Working with intervention users and stakeholders, we co-developed a culturally and linguistically relevant tele-retinopathy intervention to address barriers to attending diabetic retinopathy screening and increase uptake among two under-served groups.
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Diabetes Mellitus , Retinopatia Diabética , Emigrantes e Imigrantes , Humanos , Retinopatia Diabética/diagnóstico , Canadá , Linguística , Região do CaribeRESUMO
BACKGROUND: Intradialytic exercise (IDE) may improve physical function and health-related quality of life. However, incorporating IDE into standard hemodialysis care has been slow due to feasibility challenges. We conducted a multicenter qualitative feasibility study to identify potential barriers and enablers to IDE and generate potential solutions to these factors. METHODS: We conducted 43 semistructured interviews with healthcare providers and patients across 12 hospitals in Ontario, Canada. We used the Theoretical Domains Framework and directed content analysis to analyze the data. RESULTS: We identified eight relevant domains (knowledge, skills, beliefs about consequences, beliefs about capabilities, environmental context and resources, goals, social/professional role and identity, and social influences) represented by three overarching categories: knowledge, skills and expectations: lack of staff expertise to oversee exercise, uncertainty regarding exercise risks, benefits and patient interest, lack of knowledge regarding exercise eligibility; human, material and logistical resources: staff concerns regarding workload, perception that exercise professionals should supervise IDE, space, equipment and scheduling conflict concerns; and social dynamics of the unit: local champions and patient stories contribute to IDE sustainability. We developed a list of actionable solutions by mapping barriers and enablers to behavior change techniques. We also developed a feasibility checklist of 47 questions identifying key factors to address prior to IDE launch. CONCLUSIONS: Evidence-based solutions to identified barriers to and enablers of IDE and a feasibility checklist may help recruit and support units, staff and patients and address key challenges to the delivery of IDE in diverse clinical and research settings.
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Papel Profissional , Qualidade de Vida , Estudos de Viabilidade , Humanos , Ontário , Pesquisa QualitativaRESUMO
BACKGROUND: The route into the body for many pathogens is through the eyes, nose and mouth (i.e., the 'T-zone') via inhalation or fomite-based transfer during face touching. It is important to understand factors that are associated with touching the T-zone to inform preventive strategies. PURPOSE: To identify theory-informed predictors of intention to reduce facial 'T-zone' touching and self-reported 'T-zone' touching. METHODS: We conducted a nationally representative prospective questionnaire study of Canadians. Respondents were randomized to answer questions about touching their eyes, nose, or mouth with a questionnaire assessing 11 factors from an augmented Health Action Process Approach at baseline: intention, outcome expectancies, risk perception, individual severity, self-efficacy, action planning, coping planning, social support, automaticity, goal facilitation and stability of context. At 2-week follow-up, we assessed HAPA-based indicators of self-regulatory activities (awareness of standards, effort, self-monitoring) and self-reported behaviour (primary dependent variable). RESULTS: Of 656 Canadian adults recruited, 569 responded to follow-up (87% response rate). Across all areas of the 'T-zone', outcome expectancy was the strongest predictor of intention to reduce facial 'T-zone' touching, while self-efficacy was a significant predictor for only the eyes and mouth. Automaticity was the strongest predictor of behaviour at the 2-week follow-up. No sociodemographic or psychological factors predicted behaviour, with the exception of self-efficacy, which negatively predicted eye touching. CONCLUSION: Findings suggest that focusing on reflective processes may increase intention to reduce 'T-zone' touching, while reducing actual 'T-zone' touching may require strategies that address the automatic nature of this behaviour.
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Doenças Transmissíveis , Motivação , Adulto , Humanos , Estudos Prospectivos , Canadá , IntençãoRESUMO
The Salt Lake City Mosquito Abatement District (SLCMAD) has been conducting aerial applications using an organophosphate insecticide against adult mosquitoes for several decades. In order to evaluate a potential rotation product, aerial applications of Duet HD™, a pyrethroid, were conducted under operational conditions against wild populations of Aedes dorsalis and Culex tarsalis and against colony strains of Cx. pipiens and Cx. quinquefasciatus. The erratic wind patterns of the greater Salt Lake area did not prevent sufficient droplet deposition flux at 9 monitoring locations spread across a 5,120-acre (2,072 ha) spray block within rural habitats. Three separate aerial application trials showed great efficacy against Ae. dorsalis. In contrast, Cx. tarsalis exhibited inconsistent treatment-associated mortalities, suggesting the presence of less susceptible or resistant field populations as a result of spillover from agricultural or residential pyrethroid usage. Bottle bioassays to diagnose pyrethroid resistance using field-collected Cx. tarsalis indicated that some populations of this species, especially those closest to urban edges, failed to show adequate mortality in resistance assays. Despite challenging weather conditions, Duet HD worked reasonably well against susceptible mosquito species, and it may provide a crucial role as an alternative for organophosphate applications within specific and sensitive areas. However, its area-wide adoption into control applications by the SLCMAD could be problematic due to reduced impacts on the most important arboviral vector species, Cx. tarsalis, in this area. This study demonstrates the importance of testing mosquito control products under different operational environments and against potentially resistant mosquito populations by municipal mosquito control districts.
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BACKGROUND: Diabetic retinopathy is a leading cause of preventable blindness in Canada. Clinical guidelines recommend annual diabetic retinopathy screening for people living with diabetes to reduce the risk and progression of vision loss. However, many Canadians with diabetes do not attend screening. Screening rates are even lower in immigrants to Canada including people from China, Africa, and the Caribbean, and these groups are also at higher risk of developing diabetes complications. We aim to assess the feasibility, acceptability, and fidelity of a co-developed, linguistically and culturally tailored tele-retinopathy screening intervention for Mandarin-speaking immigrants from China and French-speaking immigrants from African-Caribbean countries living with diabetes in Ottawa, Canada, and identify how many from each population group attend screening during the pilot period. METHODS: We will work with our health system and patient partners to conduct a 6-month feasibility pilot of a tele-retinopathy screening intervention in a Community Health Centre in Ottawa. We anticipate recruiting 50-150 patients and 5-10 health care providers involved in delivering the intervention for the pilot. Acceptability will be assessed via a Theoretical Framework of Acceptability-informed survey with patients and health care providers. To assess feasibility, we will use a Theoretical Domains Framework-informed interview guide and to assess fidelity, and we will use a survey informed by the National Institutes of Health framework from the perspective of health care providers. We will also collect patient demographics (i.e., age, gender, ethnicity, health insurance status, and immigration information), screening outcomes (i.e., patients with retinopathy identified, patients requiring specialist care), patient costs, and other intervention-related variables such as preferred language. Survey data will be descriptively analyzed and qualitative data will undergo content analysis. DISCUSSION: This feasibility pilot study will capture how many people living with diabetes from each group attend the diabetic retinopathy screening, costs, and implementation processes for the tele-retinopathy screening intervention. The study will indicate the practicability and suitability of the intervention in increasing screening attendance in the target population groups. The study results will inform a patient-randomized trial, provide evidence to conduct an economic evaluation of the intervention, and optimize the community-based intervention.
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BACKGROUND: Traditionally, economic evaluations have engaged clinicians and policymakers; however, patients and their caregivers have insight that can ensure that the economic evaluation process appropriately reflects disease consequences and adequately addresses their priorities related to treatment. OBJECTIVE: We aimed to identify patient priorities to inform an early economic evaluation of chimeric antigen receptor T-cell therapy for adults with relapsed or refractory B-cell acute lymphoblastic leukemia. METHODS: We conducted two online group discussions of four participants each, involving patients with experience of hematological cancer and a caregiver. We used an adapted version of the nominal group technique, a consensus-building discussion approach, to generate focused qualitative data. RESULTS: Patients and a caregiver acknowledged both the costs directly related to clinical care, such as the out-of-pocket cost of drugs, and the indirect treatment costs, such as the cost of transport, accommodation, and food. The emotional and physical toll of treatment and the influence of treatment on employment and education were additional costs emphasized by participants. Treatment benefits prioritized by participants included the efficacy of treatment, manageable side effects, improved quality of life, accessibility of treatment, and short treatment duration. CONCLUSIONS: Engaging patients and caregivers in an early economic evaluation could help identify additional costs and benefits of therapies that are not typically recognized in economic evaluations but have the potential to increase the commercial viability of novel therapies. This research also demonstrates how patients and caregivers can be engaged at different levels in the development of early economic evaluation models.
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Cuidadores , Receptores de Antígenos Quiméricos , Adulto , Análise Custo-Benefício , Gastos em Saúde , Humanos , Qualidade de VidaRESUMO
Background: Many patients who would benefit from a kidney transplant never receive one. The Enhance Access to Kidney Transplantation and Living Kidney Donation (EnAKT LKD) pragmatic, cluster-randomized clinical trial is testing whether a multi-component quality improvement intervention, provided in chronic kidney disease (CKD) programs (vs. usual care), can help patients with CKD with no recorded contraindications to kidney transplant complete more steps toward receiving a transplant (primary outcome of the trial). The EnAKT LKD intervention has 4 components: (1) quality Improvement teams and administrative support, (2) improved transplant education for patients and healthcare providers, (3) access to support and (4) program-level performance monitoring. Objective: To conduct a process evaluation of the EnAKT LKD quality improvement intervention to determine if the components were delivered, received, and enacted as designed (fidelity), and if the intervention addressed intended barriers (mechanisms of change). Design: A mixed-methods process evaluation informed by new practice implementation and theories of behavior change. Setting: Chronic kidney disease programs in Ontario, Canada, began receiving the EnAKT LKD intervention on November 1, 2017 and will continue to receive it until December 31, 2021. The process evaluation (interviews and surveys) will occur alongside the trial, between December 2020 to May 2021. Participants: Healthcare providers (eg, dialysis nurses, nephrologists, members of the multi-care kidney clinic team) at Ontario's 27 CKD programs. Methods: We will survey and interview healthcare providers at each CKD program, and complete an intervention implementation checklist. Quantitative data from the surveys and the intervention implementation checklist will assess fidelity to the intervention, while quantitative and qualitative data from surveys and interviews will provide insight into the mechanisms of change. Limitations: The long trial period may result in poor participant recall. Conclusion: This process evaluation will enhance interpretation of the trial findings, guide improvements in the intervention components, and inform future implementation. Trial registration: Clinicaltrials.gov; identifier: NCT03329521.
Contexte: Plusieurs patients qui pourraient tirer profit d'une greffe de rein n'en reçoivent jamais une. L'essai clinique pragmatique et randomisé par grappes EnAKT LKD (Enhance Access to Kidney Transplantation and Living Kidney Donation) vise l'amélioration de l'accès à la transplantation rénale et au don de rein vivant. L'essai examine une intervention d'amélioration de la qualité (par rapport aux soins habituels) à composantes multiples réalisée dans le cadre des programs d'insuffisance rénale chronique (IRC) afin de déterminer si elle peut aider les patients atteints d'une néphropathie chronique sans contre-indications documentées à une greffe rénale à franchir davantage d'étapes vers la réception d'une greffe (principal critère d'évaluation de l'essai). L'intervention EAKT LKD comporte quatre composantes : 1) les équipes d'amélioration de la qualité et le soutien administratif; 2) l'amélioration de l'éducation sur la transplantation destinée aux patients et aux fournisseurs de soins; 3) l'accès au soutien; et 4) le suivi du rendement à l'échelle du program. Objectif: L'évaluation du processus de l'intervention d'amélioration de la qualité EnAKT LKD vise deux objectifs : déterminer si les composants ont été livrés, reçus et mis en Åuvre comme prévu (fidélité) et vérifier si l'intervention a permis d'éliminer les obstacles prévus (mécanismes de changement). Type d'étude: Une évaluation de processus à méthodes mixtes fondée sur les théories concernant la mise en Åuvre de nouvelles pratiques et les changements de comportement. Cadre: Les programs d'IRC ontariens (Canada) ont commencé à recevoir l'intervention EnAKT LKD le 1er novembre 2017 et ont continué de la recevoir jusqu'au 31 décembre 2021. L'évaluation du processus (sondages et entretiens) s'est effectuée parallèlement à l'essai, de décembre 2020 à mai 2021. Participants: Les fournisseurs de soins (infirmières en dialyze, néphrologues, membres du personnel des cliniques multidisciplinaires en santé rénale) des 27 programs d'IRC ontariens. Méthodologie: Nous allons sonder et interroger les fournisseurs de soins de chaque program d'IRC et nous complèterons une liste vérifiant la mise en Åuvre de l'intervention. Les données quantitatives tirées des sondages et listes de vérification permettront d'évaluer la fidélité à l'intervention, alors que les données quantitatives et qualitatives extraites des sondages et des entretiens fourniront un aperçu des mécanismes de changement. Limites: La longue période de l'essai pourrait rendre difficile le rappel des participants. Conclusion: Cette évaluation du processus permettra d'améliorer l'interprétation des résultats de l'essai et de guider l'amélioration des composantes de l'intervention, en plus d'éclairer de futures mises en Åuvre. Enregistrement de l'essai: ClinicalTrials.gov; identifiant : NCT03329521.
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INTRODUCTION: Chimeric antigen receptor T-cell (CAR-T) therapy is a class of immunotherapy. An economic evaluation conducted at an early stage of development of CAR-T therapy for treatment of adult relapsed or refractory acute lymphoblastic leukaemia could provide insight into factors contributing to the cost of treatment, the potential clinical benefits, and what the health system can afford. Traditionally, stakeholders are engaged in certain parts of health technology assessment processes, such as in the identification and selection of technologies, formulation of recommendations, and implementation of recommendations; however, little is known about processes for stakeholder engagement during the conduct of the assessment. This is especially the case for economic evaluations. Stakeholders, such as clinicians, policy-makers, patients, and their support networks, have insight into factors that can enhance the validity of an economic evaluation model. This research outlines a specific methodology for stakeholder engagement and represents an avenue to enhance health economic evaluations and support the use of these models to inform decision making for resource allocation. This protocol may inform a tailored framework for stakeholder engagement processes in future economic evaluation model development. METHODS AND ANALYSIS: We will involve clinicians, healthcare researchers, payers, and policy-makers, as well as patients and their support networks in the conduct and verification of an early economic evaluation of a novel health technology to incorporate stakeholder-generated knowledge. Three stakeholder-specific focus groups will be conducted using an online adaptation of the nominal group technique to elicit considerations from each. This study will use CAR-T therapy for adults with relapsed or refractory B-cell acute lymphoblastic leukaemia as a basis for investigating broader stakeholder engagement processes. ETHICS AND DISSEMINATION: This study received ethics approval from the Ottawa Hospital Research Institute Research Ethics Board (REB 20200320-01HT) and the results will be shared via conference presentations, peer-reviewed publications, and ongoing stakeholder engagement.
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Imunoterapia Adotiva , Receptores de Antígenos Quiméricos , Adulto , Terapia Baseada em Transplante de Células e Tecidos , Análise Custo-Benefício , Pessoal de Saúde , Humanos , Participação dos InteressadosRESUMO
BACKGROUND: With an increasing number of women attending antenatal care for the recommended number of contacts, focus now must be placed on the quality and utility of care; without understanding adherence, the true contribution of antenatal care to improved maternal health outcomes is difficult to determine. OBJECTIVE: This research explored the practicality of antenatal care recommendations for women and the factors which facilitate or hinder adherence and shape the overall utility of care. DESIGN: Qualitative data were collected using a community-centred approach by means of focus group discussions with women and key informant interviews with healthcare providers throughout May and June of 2017. Data were analysed via thematic analysis guided by an essentialist/realist paradigm. SETTING: Kanungu District, Uganda; a district in southwestern Uganda. PARTICIPANTS: A convenience sample of 38 Indigenous Batwa and non-Indigenous Bakiga women from four matched communities and three healthcare providers. FINDINGS: A number of barriers to antenatal care adherence were identified which included a lack of monetary and material resources, a lack of a shared understanding and perceived value of care, and gender and position-based power dynamics, all of which were compounded by previous experiences with antenatal care. The factors identified which influenced adherence were highly complex and non-linear, affected by individual, community, health centre, and health system-level factors. Promotion of spousal involvement in antenatal care had different effects based on pre-existing individual levels of spousal support, either improving or hindering adherence. A lack of resources created a double burden for women through which maternal health was jeopardized by the inability to adhere to antenatal care recommendations and the poor quality patient-provider relationships which resulted and deterred future antenatal care attendance. KEY CONCLUSIONS AND IMPLICATIONS FOR PRACTICE: The capacity to avail oneself of antenatal care varied significantly for women based on their socio-economic status, levels of autonomy, and spousal support. Strategies to improve antenatal care need to focus on health equity to ensure care has a high degree of utility for all women. The interconnectedness of care and those who deliver care necessitates healthcare providers to develop strong patient-provider relationships through their attitudes, behaviours, and the delivery of equitable care. In light of a historical emphasis on attendance, this research highlights the significance of improving the quality and utility of antenatal care, inclusive of Indigenous perspectives, to deliver high-value care.
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Povos Indígenas/psicologia , Cuidado Pré-Natal/psicologia , Cooperação e Adesão ao Tratamento/psicologia , Adulto , Feminino , Grupos Focais/métodos , Humanos , Povos Indígenas/estatística & dados numéricos , Aceitação pelo Paciente de Cuidados de Saúde/psicologia , Aceitação pelo Paciente de Cuidados de Saúde/estatística & dados numéricos , Gravidez , Cuidado Pré-Natal/métodos , Pesquisa Qualitativa , Cooperação e Adesão ao Tratamento/estatística & dados numéricos , UgandaRESUMO
AIM: Neoplastic transformation provides one of the few existing opportunities to analyze molecular changes in real time during the initiation and progression of breast cancer. MATERIALS & METHODS: Human mammary epithelial cells underwent neoplastic reprogramming, generating one line of semitransformed, premalignant cells and two separate, temporal lines of fully transformed human mammary epithelial cells (THMECs). An Illumina Infinium HumanMethylation27 BeadChip was used to analyze DNA methylation alterations in 27,578 CpG loci at three consecutive time points over an 80-day (d) transformation period. RESULTS: The mean ß value for semitransformed human mammary epithelial cells CpG loci (0.245) was much greater than for either THMEC-40d (0.055) or THMEC-80d (0.066), indicating a large loss of methylation after neoplastic induction. In addition, 54% of CpG loci were hypermethylated during the THMEC-40d to THMEC-80d transition. We observed that the CpG loci exhibiting DNA methylation changes during early oncogenesis were enriched for biological functions like cellular movement; this was distinctly different than in the later, more progressive stages of the transformation process enriched for processes involving differentiation. CONCLUSION: The timing of major methylomic changes may be important in directing the cell toward a more cancerous phenotype. In addition, gene-specific hypermethylation appears to silence developmentally related genes, leading to dedifferentiation.