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Tan GSQ, Botteri E, Wood S, Sloan EK, Ilomäki J. Using administrative healthcare data to evaluate drug repurposing opportunities for cancer: the possibility of using beta-blockers to treat breast cancer. Front Pharmacol 2023; 14:1227330. [PMID: 37637417 PMCID: PMC10448902 DOI: 10.3389/fphar.2023.1227330] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Accepted: 07/28/2023] [Indexed: 08/29/2023] Open
Abstract
Introduction: Cancer registries and hospital electronic medical records are commonly used to investigate drug repurposing candidates for cancer. However, administrative data are often more accessible than data from cancer registries and medical records. Therefore, we evaluated if administrative data could be used to evaluate drug repurposing for cancer by conducting an example study on the association between beta-blocker use and breast cancer mortality. Methods: A retrospective cohort study of women aged ≥50 years with incident breast cancer was conducted using a linked dataset with statewide hospital admission data and nationwide medication claims data. Women receiving beta blockers and first-line anti-hypertensives prior to and at diagnosis were compared. Breast cancer molecular subtypes and metastasis status were inferred by algorithms from commonly prescribed breast cancer antineoplastics and hospitalization diagnosis codes, respectively. Subdistribution hazard ratios (sHR) and corresponding 95% confidence intervals (CIs) for breast cancer mortality were estimated using Fine and Gray's competing risk models adjusted for age, Charlson comorbidity index, congestive heart failure, myocardial infraction, molecular subtype, presence of metastasis at diagnosis, and breast cancer surgery. Results: 2,758 women were hospitalized for incident breast cancer. 604 received beta-blockers and 1,387 received first-line antihypertensives. In total, 154 breast cancer deaths were identified over a median follow-up time of 2.7 years. We found no significant association between use of any beta-blocker and breast-cancer mortality (sHR 0.86, 95%CI 0.58-1.28), or when stratified by beta-blocker type (non-selective, sHR 0.42, 95%CI 0.14-1.25; selective, sHR 0.95, 95%CI 0.63-1.43). Results were not significant when stratified by molecular subtypes (e.g., triple negative breast cancer (TNBC), any beta blocker, sHR 0.16, 95%CI 0.02-1.51). Discussion: It is possible to use administrative data to explore drug repurposing opportunities. Although non-significant, an indication of an association was found for the TNBC subtype, which aligns with previous studies using registry data. Future studies with larger sample size, longer follow-up are required to confirm the association, and linkage to clinical data sources are required to validate our methodologies.
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Affiliation(s)
- George S. Q. Tan
- Centre for Medicine Use and Safety, Monash University, Parkville, VIC, Australia
| | - Edoardo Botteri
- Section for Colorectal Cancer Screening, Cancer Registry of Norway, Oslo, Norway
- Research Department, Cancer Registry of Norway, Oslo, Norway
| | - Stephen Wood
- Centre for Medicine Use and Safety, Monash University, Parkville, VIC, Australia
| | - Erica K. Sloan
- Monash Institute of Pharmaceutical Sciences, Drug Discovery Biology Theme, Monash University, Parkville, VIC, Australia
- Division of Cancer Surgery, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
| | - Jenni Ilomäki
- Centre for Medicine Use and Safety, Monash University, Parkville, VIC, Australia
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Benzie C, McLachlan H, Forster D, Newton M. Exploring disability prevalence among childbearing women attending a tertiary maternity service in Melbourne, Australia using an audit and cross-sectional survey. Midwifery 2023; 122:103697. [PMID: 37087868 DOI: 10.1016/j.midw.2023.103697] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Revised: 03/26/2023] [Accepted: 04/12/2023] [Indexed: 04/25/2023]
Abstract
BACKGROUND Although there is an estimated rate of 10% of women of childbearing age in Australia who have a disability, there is a lack of accurate prevalence data, with the true rate unknown. The timing and questions used to collect women's disability status in pregnancy vary, and there is limited knowledge on how women accessing maternity services in Australia would like to be asked about their disability status. OBJECTIVE To explore the prevalence of women with a disability receiving maternity care using a direct and indirect disability identification question. Secondary aims were to explore how women would like to be asked about their disability status and to examine the difference between self-reported and clinician-documented disability status within medical records. RESEARCH DESIGN/SETTING The study was conducted at a tertiary maternity hospital in Melbourne, Australia, and included two components. Component one used a cross-sectional survey with two different cohorts of women administered face-to-face on the postnatal ward (Cohort 1 - February 2019, Cohort 2 - December 2019). In Cohort 1, a specific disability identification question asked: 'Can you please tell me if you identify as someone who has a disability?'. In Cohort 2, an indirect disability identification question asked: 'Do you require additional assistance or support?'. Other questions explored women's views on disability identification. Component two consisted of an audit of the medical records to compare disability documentation in the medical records of the women who participated with women's disability self-identification status. RESULTS 371/467 (79%) of eligible women that were approached participated in Cohort 1 and in Cohort 2, 295/346 (85%) of eligible women that were approached participated in the study. In Cohort 1, 5% (17/371) of women self-identified with having a disability. In Cohort 2 16% (46/295) of women reported needing additional assistance/support, however of these, only nine women viewed this as a disability. In Cohort 1, of the women who self-identified as having a disability, 82% had this recorded in their medical record. An additional 12% (43/354) of women in Cohort 1 who may have had a disability according to the Australian Bureau of Statistics classification, did not self-identify as having a disability. In Cohort 2, 37% (17/43) of women who self-identified as needing additional support did not have these needs documented in the medical record. Less than a quarter of women in both cohorts were asked about their disability status during their maternity care. Women with a disability or additional support needs suggested both direct and indirect ways of being asked about their disability status, and their responses were similar to women who did not self-identify with having a disability or additional support needs. CONCLUSIONS Disability prevalence data is highly dependant on the wording of the disability identification question. It may be appropriate to ask about disability both indirectly, in terms of additional support needs, and directly, to enable disclosure for those who do identify with a disability. Disability questioning should be routine and standardised guidelines around disability identification should be developed to allow for tailored adjustments to care on an individual level.
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Affiliation(s)
- Charlie Benzie
- Judith Lumley Centre, La Trobe University, Kingsbury Drive, Bundoora, VIC 3086, Australia; School of Nursing & Midwifery, La Trobe University, Kingsbury Drive, Bundoora, Victoria 3086, Australia.
| | - Helen McLachlan
- Judith Lumley Centre, La Trobe University, Kingsbury Drive, Bundoora, VIC 3086, Australia; School of Nursing & Midwifery, La Trobe University, Kingsbury Drive, Bundoora, Victoria 3086, Australia
| | - Della Forster
- Judith Lumley Centre, La Trobe University, Kingsbury Drive, Bundoora, VIC 3086, Australia; The Royal Women's Hospital, Locked Bag 300, Cnr Grattan St and Flemington Rd, Parkville, VIC 3052, Australia
| | - Michelle Newton
- Judith Lumley Centre, La Trobe University, Kingsbury Drive, Bundoora, VIC 3086, Australia; School of Nursing & Midwifery, La Trobe University, Kingsbury Drive, Bundoora, Victoria 3086, Australia
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Lemoh C, Xiao Y, Tran L, Yussf N, Moro P, Dutertre S, Wallace J. An Intersectional Approach to Hepatitis B. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:4879. [PMID: 36981797 PMCID: PMC10049575 DOI: 10.3390/ijerph20064879] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/29/2023] [Revised: 03/03/2023] [Accepted: 03/07/2023] [Indexed: 06/18/2023]
Abstract
Hepatitis B is a chronic condition, primarily associated with hepatitis B viral infection in early life. The failure of prevention and appropriate management can lead to subsequent liver cirrhosis and cancer. Hepatitis B most commonly affects people born in Asia and Sub-Saharan Africa and their global diasporas. The physical, psychological, and social impacts of hepatitis B are strongly influenced by sex and gender. Inequities in access to timely, sensitive diagnosis and effective management arise from interactions between structural inequalities related to race, ethnicity, Indigenous/settler status, class, and geography. The biomedical response to hepatitis B has led to advances in prevention, diagnosis, and treatment, but many affected communities have explanatory health belief models that differ from that of biomedicine. We argue that an intersectional approach, led by affected people and communities, can integrate biomedicine with the lived experience and social context that give purpose to and shape all personal, communal, clinical, and public health responses to hepatitis B. This approach has the potential to enable a consciously equitable, effective response to the biopsychosocial complexities of hepatitis B, improve the health and wellbeing of people living with hepatitis B, and reduce hepatitis B-associated mortality.
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Affiliation(s)
- Christopher Lemoh
- Department of Medicine, Melbourne Medical School, The University of Melbourne, Parkville, VIC 3010, Australia
| | - Yinzong Xiao
- Burnet Institute, Melbourne, VIC 3004, Australia
| | - Lien Tran
- Department of Medicine, Melbourne Medical School, The University of Melbourne, Parkville, VIC 3010, Australia
- WHO Collaborating Centre for Viral Hepatitis, Peter Doherty Institute for Infection and Immunity, Parkville, VIC 3010, Australia
| | - Nafisa Yussf
- WHO Collaborating Centre for Viral Hepatitis, Peter Doherty Institute for Infection and Immunity, Parkville, VIC 3010, Australia
- Department of Infectious Diseases, The University of Melbourne, Melbourne, VIC 3004, Australia
| | - Piergiorgio Moro
- Centre for Culture, Ethnicity and Health, North Richmond Community Health, Richmond, VIC 3121, Australia
| | - Sophie Dutertre
- Centre for Culture, Ethnicity and Health, North Richmond Community Health, Richmond, VIC 3121, Australia
| | - Jack Wallace
- Burnet Institute, Melbourne, VIC 3004, Australia
- Centre for Social Research in Health, University of New South Wales, Kensington, NSW 2052, Australia
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Satiyadev S, Madden R, Bruce J. The Public Health Value of Coding Surgery in South Africa Using the International Classification of Health Interventions. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:3445. [PMID: 36834139 PMCID: PMC9959485 DOI: 10.3390/ijerph20043445] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Revised: 02/06/2023] [Accepted: 02/13/2023] [Indexed: 06/18/2023]
Abstract
BACKGROUND The lack of a national intervention coding system and the current intervention coding in South Africa through the use of multiple billing and coding systems does not support quality intervention data collection and patient outcomes reporting for general surgery. This presents difficulties in the understanding of the different types of general surgical interventions performed in hospitals, the associated resources, risks, complications, outcomes reporting, public healthcare delivery, and determination of barriers to care. This study illustrates the use of accurate data on health interventions in South Africa's acute care general surgery coding to assist in improved resource allocation, using the new WHO International Classification of Health Interventions (ICHI). ICHI has over 8000 codes and consists of three axes: Target (the entity on which the Action is carried out), Action (a deed performed by an actor to a target), and Means (the processes and methods by which the Action is carried out). A key benefit of ICHI is that it can be used collectively with the International Classification of Diseases (ICD) and the International Classification of Functioning, Disability and Health (ICF). OBJECTIVES to evaluate the suitability of ICHI for general surgery interventions by coding intervention descriptions to ICHI codes; to identify gaps in the ICHI system; and to provide a rationale for ICHI to be a nationally regulated system. METHODS This study adopted a retrospective, descriptive design; in total, 3000 in-patient intervention data files, captured in an electronic database from April 2013 to August 2019 at three academic hospitals in Johannesburg, were extracted randomly, and coded using ICHI. Quantitative data analysis techniques were utilized to assess the overall degree of match between ICHI codes and the intervention descriptions. RESULTS Of the 3000 patient case entries that were coded, there was an agreement of 67.6% of the coded data amongst the three coders, leaving a variability of 32.4%. The variability was largely due to the coders' experience and the quality of healthcare documentation. CONCLUSIONS ICHI has the ability to cater for the broad range of general surgery interventions, thus indicating that ICHI is suitable for general surgery coding.
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Affiliation(s)
- Sithara Satiyadev
- School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg 2193, South Africa
| | - Richard Madden
- School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg 2193, South Africa
- School of Health Sciences, Faculty of Medicine and Health, University of Sydney, Sydney, NSW 2006, Australia
| | - Judith Bruce
- School of Therapeutic Sciences, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg 2050, South Africa
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