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Baller EB, Sweeney EM, Cieslak M, Robert-Fitzgerald T, Covitz SC, Martin ML, Schindler MK, Bar-Or A, Elahi A, Larsen BS, Manning AR, Markowitz CE, Perrone CM, Rautman V, Seitz MM, Detre JA, Fox MD, Shinohara RT, Satterthwaite TD. Mapping the Relationship of White Matter Lesions to Depression in Multiple Sclerosis. Biol Psychiatry 2024; 95:1072-1080. [PMID: 37981178 PMCID: PMC11101593 DOI: 10.1016/j.biopsych.2023.11.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Revised: 10/27/2023] [Accepted: 11/11/2023] [Indexed: 11/21/2023]
Abstract
BACKGROUND Multiple sclerosis (MS) is an immune-mediated neurological disorder, and up to 50% of patients experience depression. We investigated how white matter network disruption is related to depression in MS. METHODS Using electronic health records, 380 participants with MS were identified. Depressed individuals (MS+Depression group; n = 232) included persons who had an ICD-10 depression diagnosis, had a prescription for antidepressant medication, or screened positive via Patient Health Questionnaire (PHQ)-2 or PHQ-9. Age- and sex-matched nondepressed individuals with MS (MS-Depression group; n = 148) included persons who had no prior depression diagnosis, had no psychiatric medication prescriptions, and were asymptomatic on PHQ-2 or PHQ-9. Research-quality 3T structural magnetic resonance imaging was obtained as part of routine care. We first evaluated whether lesions were preferentially located within the depression network compared with other brain regions. Next, we examined if MS+Depression patients had greater lesion burden and if this was driven by lesions in the depression network. Primary outcome measures were the burden of lesions (e.g., impacted fascicles) within a network and across the brain. RESULTS MS lesions preferentially affected fascicles within versus outside the depression network (β = 0.09, 95% CI = 0.08 to 0.10, p < .001). MS+Depression patients had more lesion burden (β = 0.06, 95% CI = 0.01 to 0.10, p = .015); this was driven by lesions within the depression network (β = 0.02, 95% CI = 0.003 to 0.040, p = .020). CONCLUSIONS We demonstrated that lesion location and burden may contribute to depression comorbidity in MS. MS lesions disproportionately impacted fascicles in the depression network. MS+Depression patients had more disease than MS-Depression patients, which was driven by disease within the depression network. Future studies relating lesion location to personalized depression interventions are warranted.
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Affiliation(s)
- Erica B Baller
- Penn Lifespan Informatics and Neuroimaging Center, Philadelphia, Pennsylvania; Department of Psychiatry, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Elizabeth M Sweeney
- Penn Statistics in Imaging and Visualization Center, Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Matthew Cieslak
- Penn Lifespan Informatics and Neuroimaging Center, Philadelphia, Pennsylvania; Department of Psychiatry, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Timothy Robert-Fitzgerald
- Penn Statistics in Imaging and Visualization Center, Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Sydney C Covitz
- Penn Lifespan Informatics and Neuroimaging Center, Philadelphia, Pennsylvania; Department of Psychiatry, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Melissa L Martin
- Penn Statistics in Imaging and Visualization Center, Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Matthew K Schindler
- Department of Neurology, University of Pennsylvania, Philadelphia, Pennsylvania; Center for Neuroinflammation and Neurotherapeutics, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Amit Bar-Or
- Department of Neurology, University of Pennsylvania, Philadelphia, Pennsylvania; Center for Neuroinflammation and Neurotherapeutics, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Ameena Elahi
- Department of Information Services, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Bart S Larsen
- Penn Lifespan Informatics and Neuroimaging Center, Philadelphia, Pennsylvania; Department of Psychiatry, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Abigail R Manning
- Penn Statistics in Imaging and Visualization Center, Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Clyde E Markowitz
- Department of Neurology, University of Pennsylvania, Philadelphia, Pennsylvania; Center for Neuroinflammation and Neurotherapeutics, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Christopher M Perrone
- Department of Neurology, University of Pennsylvania, Philadelphia, Pennsylvania; Center for Neuroinflammation and Neurotherapeutics, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Victoria Rautman
- Department of Information Services, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Madeleine M Seitz
- Penn Lifespan Informatics and Neuroimaging Center, Philadelphia, Pennsylvania; Department of Psychiatry, University of Pennsylvania, Philadelphia, Pennsylvania; Penn Statistics in Imaging and Visualization Center, Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, Philadelphia, Pennsylvania
| | - John A Detre
- Department of Neurology, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Michael D Fox
- Center for Brain Circuit Therapeutics, Department of Neurology, Psychiatry, and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Russell T Shinohara
- Penn Statistics in Imaging and Visualization Center, Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, Philadelphia, Pennsylvania; Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Theodore D Satterthwaite
- Penn Lifespan Informatics and Neuroimaging Center, Philadelphia, Pennsylvania; Department of Psychiatry, University of Pennsylvania, Philadelphia, Pennsylvania; Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, Pennsylvania.
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Thiel PS, Bougie O, Pudwell J, Shellenberger J, Velez MP, Murji A. Endometriosis and mental health: a population-based cohort study. Am J Obstet Gynecol 2024; 230:649.e1-649.e19. [PMID: 38307469 DOI: 10.1016/j.ajog.2024.01.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Revised: 01/23/2024] [Accepted: 01/24/2024] [Indexed: 02/04/2024]
Abstract
BACKGROUND Endometriosis is a chronic gynecologic disorder that leads to considerable pain and a reduced quality of life. Although its physiological manifestations have been explored, its impact on mental health is less well defined. Existing studies of endometriosis and mental health were conducted within diverse healthcare landscapes with varying access to care and with a primary focus on surgically diagnosed endometriosis. A single-payer healthcare system offers a unique environment to investigate this association with fewer barriers to access care while considering the mode of endometriosis diagnosis. OBJECTIVE Our objective was to assess the association between endometriosis and the risk for mental health conditions and to evaluate differences between patients diagnosed medically and those diagnosed surgically. STUDY DESIGN A matched, population-based retrospective cohort study was conducted in Ontario and included patients aged 18 to 50 years with a first-time endometriosis diagnosis between January 1, 2010, and July 1, 2020. Endometriosis exposure was determined through either medical or surgical diagnostic criteria. A medical diagnosis was defined by the use of the corresponding International Classification of Disease diagnostic codes from outpatient and in-hospital visits, whereas a surgical diagnosis was identified through inpatient or same-day surgeries. Individuals with endometriosis were matched 1:2 on age, sex, and geography to unexposed individuals without a history of endometriosis. The primary outcome was the first occurrence of any mental health condition after an endometriosis diagnosis. Individuals with a mental health diagnosis in the 2 years before study entry were excluded. Cox regression models were used to generate hazard ratios with adjustment for hysterectomy, salpingo-oophorectomy, infertility, pregnancy history, qualifying surgery for study inclusion, immigration status, history of asthma, abnormal uterine bleeding, diabetes, fibroids, hypertension, irritable bowel disorder, migraines, and nulliparity. RESULTS A total of 107,832 individuals were included, 35,944 with a diagnosis of endometriosis (29.5% medically diagnosed, 60.5% surgically diagnosed, and 10.0% medically diagnosed with surgical confirmation) and 71,888 unexposed individuals. Over the study period, the incidence rate was 105.3 mental health events per 1000 person-years in the endometriosis group and 66.5 mental health events per 1000 person-year among unexposed individuals. Relative to the unexposed individuals, the adjusted hazard ratio for a mental health diagnosis was 1.28 (95% confidence interval, 1.24-1.33) among patients with medically diagnosed endometriosis, 1.33 (95% confidence interval, 1.16-1.52) among surgically diagnosed patients, and 1.36 (95% confidence interval, 1.2-1.6) among those diagnosed medically with subsequent surgical confirmation. The risk for receiving a mental health diagnosis was highest in the first year after an endometriosis diagnosis and declined in subsequent years. The cumulative incidence of a severe mental health condition requiring hospital visits was 7.0% among patients with endometriosis and 4.6% among unexposed individuals (hazard ratio, 1.56; 95% confidence interval, 1.53-1.59). CONCLUSION Endometriosis, regardless of mode of diagnosis, is associated with a marginally increased risk for mental health conditions. The elevated risk, particularly evident in the years immediately following the diagnosis, underscores the need for proactive mental health screening among those newly diagnosed with endometriosis. Future research should investigate the potential benefits of mental health interventions for people with endometriosis with the aim of enhancing their overall quality of life.
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Affiliation(s)
- Peter S Thiel
- Department of Obstetrics and Gynecology, Mount Sinai Hospital, Toronto, Ontario, Canada; Department of Obstetrics and Gynecology, University of Toronto, Toronto, Ontario, Canada
| | - Olga Bougie
- Department of Obstetrics and Gynecology, Queen's University, Kingston Health Sciences Center, Kingston, Ontario, Canada
| | - Jessica Pudwell
- Department of Obstetrics and Gynecology, Queen's University, Kingston Health Sciences Center, Kingston, Ontario, Canada
| | - Jonas Shellenberger
- Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada; Health Services and Policy Research Institute, Queen's University, Kingston, Ontario, Canada
| | - Maria P Velez
- Department of Obstetrics and Gynecology, Queen's University, Kingston Health Sciences Center, Kingston, Ontario, Canada; Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada
| | - Ally Murji
- Department of Obstetrics and Gynecology, Mount Sinai Hospital, Toronto, Ontario, Canada; Department of Obstetrics and Gynecology, University of Toronto, Toronto, Ontario, Canada.
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Rasiah R, Gregoriano C, Mueller B, Kutz A, Schuetz P. Hospital Outcomes in Medical Patients With Alcohol-Related and Non-Alcohol-Related Wernicke Encephalopathy. Mayo Clin Proc 2024; 99:740-753. [PMID: 38069922 DOI: 10.1016/j.mayocp.2023.07.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Revised: 06/27/2023] [Accepted: 07/06/2023] [Indexed: 05/05/2024]
Abstract
OBJECTIVE To conduct a nationwide retrospective cohort study to assess trends and hospitalization-associated outcomes in patients with Wernicke encephalopathy. PATIENTS AND METHODS In this nationwide retrospective cohort study, we used in-hospital claims data of patients hospitalized with Wernicke encephalopathy in Switzerland from January 1, 2012, to December 31, 2020. We estimated incidence rates per 100,000 person-years among the overall Swiss population stratified by alcohol and non-alcohol-induced Wernicke encephalopathy. The primary outcome was all-cause in-hospital mortality. Secondary outcomes included progression to Korsakoff syndrome and 1-year hospital readmission. We estimated odds ratios (ORs) for binary outcomes. RESULTS It was found that 4098 of 4393 hospitalizations (93.3%) for Wernicke encephalopathy during the 8-year study were alcohol-related. Incidence rates for hospitalizations were 14-fold higher in alcohol-related compared with non-alcohol-related Wernicke encephalopathy (5.43 vs 0.39 per 100,000 person-years). The risk for in-hospital mortality was significantly lower in patients with alcohol-related vs non-alcohol-related Wernicke encephalopathy (3.2% vs 8.5%; adjusted OR, 0.38; 95% CI, 0.23 to 0.62). Patients with alcohol-related Wernicke encephalopathy had higher risk for development of Korsakoff syndrome (16.9% vs 1.7%; adjusted OR, 10.64; 95% CI, 4.37 to 25.92) and 1-year hospital readmission (31.6% vs 18.7%; adjusted OR, 1.4; 95% CI, 1.04 to 1.88). CONCLUSION In this Swiss nationwide cohort study, Wernicke encephalopathy was a rare but serious cause for hospitalization and mainly alcohol-related. Patients with alcohol-related Wernicke encephalopathy had lower risks of in-hospital mortality but were more likely to develop Korsakoff syndrome and be readmitted to the hospital.
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Affiliation(s)
- Roshaani Rasiah
- Medical University Department, Division of General Internal and Emergency Medicine, Cantonal Hospital Aarau, Aarau, Switzerland.
| | - Claudia Gregoriano
- Medical University Department, Division of General Internal and Emergency Medicine, Cantonal Hospital Aarau, Aarau, Switzerland
| | - Beat Mueller
- Medical University Department, Division of General Internal and Emergency Medicine, Cantonal Hospital Aarau, Aarau, Switzerland; Department of Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Alexander Kutz
- Medical University Department, Division of General Internal and Emergency Medicine, Cantonal Hospital Aarau, Aarau, Switzerland; Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Philipp Schuetz
- Medical University Department, Division of General Internal and Emergency Medicine, Cantonal Hospital Aarau, Aarau, Switzerland; Department of Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland
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Rudoler D, Lane N, Grudniewicz A, Ling V, Snadden D, Stukel TA. The relationship between relational continuity and family physician follow-up after an antidepressant prescription in older adults: a retrospective cohort study. BMC PRIMARY CARE 2024; 25:125. [PMID: 38649823 PMCID: PMC11034035 DOI: 10.1186/s12875-024-02361-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Accepted: 04/02/2024] [Indexed: 04/25/2024]
Abstract
BACKGROUND Side effects can occur within hours to days of starting antidepressant medications, whereas full therapeutic benefit for mood typically takes up to four weeks. This mismatch between time to harm and lag to benefit often leads to premature discontinuation of antidepressants, a phenomenon that can be partially reversed through early doctor-patient communication and follow-up. We investigated the relationship between relational continuity of care - the number of years family physicians have cared for older adult patients - and early follow-up care for patients prescribed antidepressants. METHODS A retrospective cohort study was conducted on residents of Ontario, Canada aged 66 years or older who were dispensed their first antidepressant prescription through the provincial drug insurance program between April 1, 2016, and March 31, 2019. The study utilized multivariable regression to estimate the relationship between relational continuity and 30-day follow-up with the prescribing family physician. Separate estimates were generated for older adults living in urban, non-major urban, and rural communities. RESULTS The study found a small positive relationship between relational continuity of care and follow-up care by the prescribing family physician for patients dispensed a first antidepressant prescription (RRR = 1.005; 95% CI = 1.004, 1.006). The relationship was moderated by the patients' location of dwelling, where the effect was stronger for older adults residing in non-major urban (RRR = 1.009; 95% CI = 1.007, 1.012) and rural communities (RRR = 1.006; 95% CI = 1.002, 1.011). CONCLUSIONS Our findings do not provide strong evidence of a relationship between relational continuity of care and higher quality management of antidepressant prescriptions. However, the relationship is slightly more pronounced in rural communities where access to continuous primary care and specialized mental health services is more limited. This may support the ongoing need for the recruitment and retention of primary care providers in rural communities.
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Affiliation(s)
- David Rudoler
- Faculty of Health Sciences, Ontario Tech University, Oshawa, Ontario, Canada.
- Ontario Shores Centre for Mental Health Sciences, Whitby, Ontario, Canada.
- ICES Central, Toronto, Ontario, Canada.
| | - Natasha Lane
- Division of Geriatric Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Agnes Grudniewicz
- Telfer School of Management, University of Ottawa, Ottawa, Ontario, Canada
| | | | - David Snadden
- University of British Columbia Northern Medical Program, Prince George, British Columbia, Canada
| | - Therese A Stukel
- ICES Central, Toronto, Ontario, Canada
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
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MacConnell AE, Tran D, Hand R, Schmitt DR, Brown NM. The Association Between Mental Health, Substance Use Disorder, and Outcomes After Total Joint Arthroplasty. J Arthroplasty 2024; 39:619-624. [PMID: 37757981 DOI: 10.1016/j.arth.2023.09.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Revised: 09/09/2023] [Accepted: 09/16/2023] [Indexed: 09/29/2023] Open
Abstract
BACKGROUND Prior studies suggest that distressed patients or those who have poor mental health have inferior postoperative outcomes when compared to nondistressed patients. However, these studies typically do not account for substance use or other comorbidities often found in this population, which can independently contribute to postoperative complications. This study sought to control for these factors and assess if a diagnosis of a mental health condition is directly associated with worse outcomes after total joint arthroplasty. METHODS A retrospective chart review was performed for 3,182 patients who underwent a total hip arthroplasty and 4,430 patients who underwent a total knee arthroplasty. Diagnosis of the mental health disorders included depression, anxiety disorder, adjustment disorder, bipolar disorder, trauma, stressor-related disorder, and schizophrenia or schizoaffective disorder. Multivariable analyses were performed to control for alcohol use, drug use, tobacco use, body mass index, and a comorbidity index. RESULTS When controlling for body mass index and Charlson comorbidity index, no statistically significant associations were found between a diagnosis of any mental health condition or a specific diagnosis of depression or anxiety, and 90-day readmission, reoperation, or 1 year mortality for patients undergoing total knee arthroplasty or total hip arthroplasty. CONCLUSIONS When accounting for confounding factors, there does not appear to be a direct association between diagnosis of any of the psychiatric conditions we studied and outcomes after primary total joint arthroplasty. While prior studies suggest addressing the mental health condition may improve outcomes, this study suggests that preoperative medical optimization and potentially addressing substance use may be more effective strategies.
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Affiliation(s)
- Ashley E MacConnell
- Department of Orthopaedic Surgery and Rehabilitation, Loyola University Medical Center, Maywood, Illinois
| | - Dana Tran
- Stritch School of Medicine, Loyola University Chicago, Maywood, Illinois
| | - Rob Hand
- Department of Orthopaedic Surgery and Rehabilitation, Loyola University Medical Center, Maywood, Illinois
| | - Daniel R Schmitt
- Department of Orthopaedic Surgery and Rehabilitation, Loyola University Medical Center, Maywood, Illinois
| | - Nicholas M Brown
- Department of Orthopaedic Surgery and Rehabilitation, Loyola University Medical Center, Maywood, Illinois
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Mason J, Laporte A, McDonald JT, Kurdyak P, Fosse E, de Oliveira C. Assessing the "healthy immigrant effect" in mental health: Intra- and inter-cohort trends in mood and/or anxiety disorders. Soc Sci Med 2024; 340:116367. [PMID: 38039769 DOI: 10.1016/j.socscimed.2023.116367] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Revised: 09/11/2023] [Accepted: 10/25/2023] [Indexed: 12/03/2023]
Abstract
BACKGROUND The healthy immigrant effect implies that, at the time of immigration, new immigrants are typically healthier than the Canadian-born population. Furthermore, this health advantage fades the longer cohorts of immigrants remain in the host country. METHODS Most studies assessing the healthy immigrant effect rely on strong, untestable assumptions to extract unique effects for length of stay (LOS) (i.e., how long an immigrant has been in a host country), period (i.e., year of observation), and cohort (i.e., year of immigration). Rather than attempting to parse out separate effects for LOS, period, and cohort, we adopt a descriptive, cohort-centric approach to study immigrant mental health, which examines intra- and inter-cohort trends, that is, joint LOS-period and cohort-period parameters, respectively. While intra-cohort trends show how immigrants' mental health change with LOS across periods, inter-cohort trends reveal how the mental health of successive cohorts of immigrants differ across time periods. To provide a thorough assessment of the healthy immigrant effect, we use both survey and administrative data on cohorts of Canadian immigrants from 2003 to 2013. RESULTS The survey data reveal that mental health declines steeply (i.e., there is an increase in mood and/or anxiety disorders) within and across immigrant cohorts, while the administrative data show little overall change in mental health care utilization within and across cohorts. The divergent results may reflect issues related to barriers in access to mental health services because the administrative data, which are based on health care utilization, do not the capture the increase in mental disorders seen in the survey data. CONCLUSION This study highlights the benefit of a cohort-based approach to assess the healthy immigrant effect as it pertains to mental health as well as the importance of using different types of data, which may be measuring different aspects of immigrant mental health and health care utilization.
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Affiliation(s)
- Joyce Mason
- Institute for Mental Health Policy Research, Centre for Addiction and Mental Health, Toronto, Ontario, Canada.
| | - Audrey Laporte
- Institute of Health Policy Management and Evaluation, University of Toronto, Toronto, Ontario, Canada; Department of Economics, University of Toronto, Toronto, Ontario, Canada
| | - James Ted McDonald
- Department of Economics, University of New Brunswick, Fredericton, New Brunswick, Canada
| | - Paul Kurdyak
- Institute for Mental Health Policy Research, Centre for Addiction and Mental Health, Toronto, Ontario, Canada; Institute of Health Policy Management and Evaluation, University of Toronto, Toronto, Ontario, Canada; ICES, Toronto, Ontario, Canada; Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
| | - Ethan Fosse
- Department of Sociology, University of Toronto, Toronto, Ontario, Canada; Data Sciences Institute, University of Toronto, Toronto, Ontario, Canada
| | - Claire de Oliveira
- Institute for Mental Health Policy Research, Centre for Addiction and Mental Health, Toronto, Ontario, Canada; Institute of Health Policy Management and Evaluation, University of Toronto, Toronto, Ontario, Canada; ICES, Toronto, Ontario, Canada
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Cressman S, Ghanbarian S, Edwards L, Peterson S, Bunka M, Hoens AM, Riches L, Austin J, Vijh R, McGrail K, Bryan S. Costs of major depression covered / not covered in British Columbia, Canada. BMC Health Serv Res 2023; 23:1446. [PMID: 38124043 PMCID: PMC10734183 DOI: 10.1186/s12913-023-10474-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2023] [Accepted: 12/12/2023] [Indexed: 12/23/2023] Open
Abstract
BACKGROUND Major depressive disorder (MDD) is one of the world's leading causes of disability. Our purpose was to characterize the total costs of MDD and evaluate the degree to which the British Columbia provincial health system meets its objective to protect people from the financial impact of illness. METHODS We performed a population-based cohort study of adults newly diagnosed with MDD between 2015 and 2020 and followed their health system costs over two years. The expenditure proportion of MDD-related, patient paid costs relative to non-subsistence income was estimated, incidences of financial hardship were identified and the slope index of inequality (SII) between the highest and lowest income groups compared across regions. RESULTS There were 250,855 individuals diagnosed with MDD in British Columbia over the observation period. Costs to the health system totalled >$1.5 billion (2020 CDN), averaging $138/week for the first 12 weeks following a new diagnosis and $65/week to week 52 and $55/week for weeks 53-104 unless MDD was refractory to treatment ($125/week between week 12-52 and $101/week over weeks 53-104). The proportion of MDD-attributable costs not covered by the health system was 2-15x greater than costs covered by the health system, exceeding $700/week for patients with severe MDD or MDD that was refractory to treatment. Population members in lower-income groups and urban homeowners had disadvantages in the distribution of financial protection received by the health system (SII reached - 8.47 and 15.25, respectively); however, financial hardship and inequities were mitigated province-wide if MDD went into remission (SII - 0.07 to 0.6). CONCLUSIONS MDD-attributable costs to health systems and patients are highest in the first 12 weeks after a new diagnosis. During this time, lower income groups and homeowners in urban areas run the risk of financial hardship.
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Affiliation(s)
- Sonya Cressman
- The Centre for Clinical Epidemiology and Evaluation, Vancouver Coastal Health Research Institute, University of British Columbia, Vancouver, BC, Canada.
- The School of Public and Population Health, University of British Columbia, Vancouver, BC, Canada.
- Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada.
| | - Shahzad Ghanbarian
- The Centre for Clinical Epidemiology and Evaluation, Vancouver Coastal Health Research Institute, University of British Columbia, Vancouver, BC, Canada
- The School of Public and Population Health, University of British Columbia, Vancouver, BC, Canada
| | - Louisa Edwards
- The Centre for Clinical Epidemiology and Evaluation, Vancouver Coastal Health Research Institute, University of British Columbia, Vancouver, BC, Canada
- The School of Public and Population Health, University of British Columbia, Vancouver, BC, Canada
| | - Sandra Peterson
- Centre for Health Services and Policy Research, University of British Columbia, Vancouver, BC, Canada
| | - Mary Bunka
- The Centre for Clinical Epidemiology and Evaluation, Vancouver Coastal Health Research Institute, University of British Columbia, Vancouver, BC, Canada
- The School of Public and Population Health, University of British Columbia, Vancouver, BC, Canada
| | - Alison M Hoens
- Department of Physical Therapy, University of British Columbia, Vancouver, BC, Canada
| | - Linda Riches
- The School of Public and Population Health, University of British Columbia, Vancouver, BC, Canada
- Patient Partner, University of British Columbia, Vancouver, BC, Canada
| | - Jehannine Austin
- Department of Medical Genetics, University of British Columbia, Vancouver, BC, Canada
- Department of Psychiatry, University of British Columbia, Vancouver, BC, Canada
| | - Rohit Vijh
- The School of Public and Population Health, University of British Columbia, Vancouver, BC, Canada
- Department of Family Practice, University of British Columbia, Vancouver, BC, Canada
| | - Kimberlyn McGrail
- Centre for Health Services and Policy Research, University of British Columbia, Vancouver, BC, Canada
| | - Stirling Bryan
- The Centre for Clinical Epidemiology and Evaluation, Vancouver Coastal Health Research Institute, University of British Columbia, Vancouver, BC, Canada
- The School of Public and Population Health, University of British Columbia, Vancouver, BC, Canada
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Kwon M, Lee M, Kim EH, Choi DW, Jung E, Kim KY, Jung I, Ha J. Risk of depression and anxiety disorders according to long-term glycemic variability. J Affect Disord 2023; 343:50-58. [PMID: 37734626 DOI: 10.1016/j.jad.2023.09.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Revised: 08/29/2023] [Accepted: 09/17/2023] [Indexed: 09/23/2023]
Abstract
BACKGROUND Poor glycemic control has been linked to psychiatric symptoms. However, studies investigating the relationship between glycemic variability (GV) and depression and anxiety disorders are limited. We investigated the association of GV with depression and anxiety disorders. In addition, the relationship between trends in fasting plasma glucose (FPG) levels and these disorders were explored. METHODS We analyzed the National Health Insurance Service-National Sample Cohort database (2002-2013) with 151,814 participants who had at least three health screenings between 2002 and 2010. Visit-to-visit FPG variability was measured as variability independent of the mean (VIM). Depression and anxiety disorders were diagnosed using ICD-10 codes (F41 for anxiety and F32 or F33 for depression) after index date. We analyzed the association between GV and incidences of these disorders using Kaplan-Meier and Cox proportional hazards methods. Trajectory analysis was conducted to explore the relationship between FPG trends and these disorders. RESULTS During follow-up, 7166 and 14,149 patients were newly diagnosed with depression and anxiety disorders, respectively. The highest quartile group of FPG-VIM had a greater incidence of depression and anxiety than the lowest quartile group, with adjusted hazard ratios of 1.09 (95 % confidence interval [CI]: 1.02-1.17) and 1.08 (95 % CI: 1.03-1.14). Group with persistent hyperglycemia, identified through trajectory clustering of FPG levels, had a 1.43-fold increased risk of depression compared to those with consistently low FPG levels. LIMITATIONS Potential selection bias by including participants with at least three health screenings. CONCLUSIONS High GV and persistent hyperglycemia are associated with increased incidence of depression and anxiety disorders.
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Affiliation(s)
- Manjae Kwon
- Department of Psychiatry, Institute of Behavioral Science in Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Myeongjee Lee
- Biostatistics Collaboration Unit, Department of Biomedical Systems Informatics, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Eun Hwa Kim
- Biostatistics Collaboration Unit, Department of Biomedical Systems Informatics, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Dong-Woo Choi
- Cancer Big Data Center, National Cancer Control Institute, National Cancer Center, Gyeonggi-do, Republic of Korea
| | - Eunjin Jung
- Department of Psychiatry, Institute of Behavioral Science in Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Keun You Kim
- Department of Psychiatry, Institute of Behavioral Science in Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea; Department of Psychiatry, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul, Republic of Korea
| | - Inkyung Jung
- Division of Biostatistics, Department of Biomedical Systems Informatics, Yonsei University College of Medicine, Seoul, Republic of Korea.
| | - Junghee Ha
- Department of Psychiatry, Institute of Behavioral Science in Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea.
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Ghanbarian S, Wong GWK, Bunka M, Edwards L, Cressman S, Conte T, Price M, Schuetz C, Riches L, Landry G, Erickson D, McGrail K, Peterson S, Vijh R, Hoens AM, Austin J, Bryan S. Cost-effectiveness of pharmacogenomic-guided treatment for major depression. CMAJ 2023; 195:E1499-E1508. [PMID: 37963621 DOI: 10.1503/cmaj.221785] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/18/2023] [Indexed: 11/16/2023] Open
Abstract
BACKGROUND Pharmacogenomic testing to identify variations in genes that influence metabolism of antidepressant medications can enhance efficacy and reduce adverse effects of pharmacotherapy for major depressive disorder. We sought to establish the cost-effectiveness of implementing pharmacogenomic testing to guide prescription of antidepressants. METHODS We developed a discrete-time microsimulation model of care pathways for major depressive disorder in British Columbia, Canada, to evaluate the effectiveness and cost-effectiveness of pharmacogenomic testing from the public payer's perspective over 20 years. The model included unique patient characteristics (e.g., metabolizer phenotypes) and used estimates derived from systematic reviews, analyses of administrative data (2015-2020) and expert judgment. We estimated incremental costs, life-years and quality-adjusted life-years (QALYs) for a representative cohort of patients with major depressive disorder in BC. RESULTS Pharmacogenomic testing, if implemented in BC for adult patients with moderate-severe major depressive disorder, was predicted to save the health system $956 million ($4926 per patient) and bring health gains of 0.064 life-years and 0.381 QALYs per patient (12 436 life-years and 74 023 QALYs overall over 20 yr). These savings were mainly driven by slowing or avoiding the transition to refractory (treatment-resistant) depression. Pharmacogenomic-guided care was associated with 37% fewer patients with refractory depression over 20 years. Sensitivity analyses estimated that costs of pharmacogenomic testing would be offset within about 2 years of implementation. INTERPRETATION Pharmacogenomic testing to guide antidepressant use was estimated to yield population health gains while substantially reducing health system costs. These findings suggest that pharmacogenomic testing offers health systems an opportunity for a major value-promoting investment.
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Affiliation(s)
- Shahzad Ghanbarian
- The Centre for Clinical Epidemiology and Evaluation (Ghanbarian, Wong, Bunka, Edwards, Cressman, Conte, Bryan), Vancouver Coastal Health Research Institute, and The School of Public and Population Health (Ghanbarian, Wong, Bunka, Edwards, Conte, Vijh, Bryan), University of British Columbia, Vancouver, BC; Faculty of Health Sciences (Cressman), Simon Fraser University, Burnaby, BC; Department of Family Practice (Price, Vijh), and Department of Physiatry (Schuetz), Faculty of Medicine, University of British Columbia, Vancouver, BC; Patient partner (Riches), Prince George, BC; Patient partner (Landry), New Westminster, BC; Psychology Department (Erickson), Fraser Health, New Westminster, BC; Centre for Health Services and Policy Research (McGrail, Peterson), and Departments of Physical Therapy (Hoens) and Medical Genetics (Austin), University of British Columbia, Vancouver, BC
| | - Gavin W K Wong
- The Centre for Clinical Epidemiology and Evaluation (Ghanbarian, Wong, Bunka, Edwards, Cressman, Conte, Bryan), Vancouver Coastal Health Research Institute, and The School of Public and Population Health (Ghanbarian, Wong, Bunka, Edwards, Conte, Vijh, Bryan), University of British Columbia, Vancouver, BC; Faculty of Health Sciences (Cressman), Simon Fraser University, Burnaby, BC; Department of Family Practice (Price, Vijh), and Department of Physiatry (Schuetz), Faculty of Medicine, University of British Columbia, Vancouver, BC; Patient partner (Riches), Prince George, BC; Patient partner (Landry), New Westminster, BC; Psychology Department (Erickson), Fraser Health, New Westminster, BC; Centre for Health Services and Policy Research (McGrail, Peterson), and Departments of Physical Therapy (Hoens) and Medical Genetics (Austin), University of British Columbia, Vancouver, BC
| | - Mary Bunka
- The Centre for Clinical Epidemiology and Evaluation (Ghanbarian, Wong, Bunka, Edwards, Cressman, Conte, Bryan), Vancouver Coastal Health Research Institute, and The School of Public and Population Health (Ghanbarian, Wong, Bunka, Edwards, Conte, Vijh, Bryan), University of British Columbia, Vancouver, BC; Faculty of Health Sciences (Cressman), Simon Fraser University, Burnaby, BC; Department of Family Practice (Price, Vijh), and Department of Physiatry (Schuetz), Faculty of Medicine, University of British Columbia, Vancouver, BC; Patient partner (Riches), Prince George, BC; Patient partner (Landry), New Westminster, BC; Psychology Department (Erickson), Fraser Health, New Westminster, BC; Centre for Health Services and Policy Research (McGrail, Peterson), and Departments of Physical Therapy (Hoens) and Medical Genetics (Austin), University of British Columbia, Vancouver, BC
| | - Louisa Edwards
- The Centre for Clinical Epidemiology and Evaluation (Ghanbarian, Wong, Bunka, Edwards, Cressman, Conte, Bryan), Vancouver Coastal Health Research Institute, and The School of Public and Population Health (Ghanbarian, Wong, Bunka, Edwards, Conte, Vijh, Bryan), University of British Columbia, Vancouver, BC; Faculty of Health Sciences (Cressman), Simon Fraser University, Burnaby, BC; Department of Family Practice (Price, Vijh), and Department of Physiatry (Schuetz), Faculty of Medicine, University of British Columbia, Vancouver, BC; Patient partner (Riches), Prince George, BC; Patient partner (Landry), New Westminster, BC; Psychology Department (Erickson), Fraser Health, New Westminster, BC; Centre for Health Services and Policy Research (McGrail, Peterson), and Departments of Physical Therapy (Hoens) and Medical Genetics (Austin), University of British Columbia, Vancouver, BC
| | - Sonya Cressman
- The Centre for Clinical Epidemiology and Evaluation (Ghanbarian, Wong, Bunka, Edwards, Cressman, Conte, Bryan), Vancouver Coastal Health Research Institute, and The School of Public and Population Health (Ghanbarian, Wong, Bunka, Edwards, Conte, Vijh, Bryan), University of British Columbia, Vancouver, BC; Faculty of Health Sciences (Cressman), Simon Fraser University, Burnaby, BC; Department of Family Practice (Price, Vijh), and Department of Physiatry (Schuetz), Faculty of Medicine, University of British Columbia, Vancouver, BC; Patient partner (Riches), Prince George, BC; Patient partner (Landry), New Westminster, BC; Psychology Department (Erickson), Fraser Health, New Westminster, BC; Centre for Health Services and Policy Research (McGrail, Peterson), and Departments of Physical Therapy (Hoens) and Medical Genetics (Austin), University of British Columbia, Vancouver, BC
| | - Tania Conte
- The Centre for Clinical Epidemiology and Evaluation (Ghanbarian, Wong, Bunka, Edwards, Cressman, Conte, Bryan), Vancouver Coastal Health Research Institute, and The School of Public and Population Health (Ghanbarian, Wong, Bunka, Edwards, Conte, Vijh, Bryan), University of British Columbia, Vancouver, BC; Faculty of Health Sciences (Cressman), Simon Fraser University, Burnaby, BC; Department of Family Practice (Price, Vijh), and Department of Physiatry (Schuetz), Faculty of Medicine, University of British Columbia, Vancouver, BC; Patient partner (Riches), Prince George, BC; Patient partner (Landry), New Westminster, BC; Psychology Department (Erickson), Fraser Health, New Westminster, BC; Centre for Health Services and Policy Research (McGrail, Peterson), and Departments of Physical Therapy (Hoens) and Medical Genetics (Austin), University of British Columbia, Vancouver, BC
| | - Morgan Price
- The Centre for Clinical Epidemiology and Evaluation (Ghanbarian, Wong, Bunka, Edwards, Cressman, Conte, Bryan), Vancouver Coastal Health Research Institute, and The School of Public and Population Health (Ghanbarian, Wong, Bunka, Edwards, Conte, Vijh, Bryan), University of British Columbia, Vancouver, BC; Faculty of Health Sciences (Cressman), Simon Fraser University, Burnaby, BC; Department of Family Practice (Price, Vijh), and Department of Physiatry (Schuetz), Faculty of Medicine, University of British Columbia, Vancouver, BC; Patient partner (Riches), Prince George, BC; Patient partner (Landry), New Westminster, BC; Psychology Department (Erickson), Fraser Health, New Westminster, BC; Centre for Health Services and Policy Research (McGrail, Peterson), and Departments of Physical Therapy (Hoens) and Medical Genetics (Austin), University of British Columbia, Vancouver, BC
| | - Christian Schuetz
- The Centre for Clinical Epidemiology and Evaluation (Ghanbarian, Wong, Bunka, Edwards, Cressman, Conte, Bryan), Vancouver Coastal Health Research Institute, and The School of Public and Population Health (Ghanbarian, Wong, Bunka, Edwards, Conte, Vijh, Bryan), University of British Columbia, Vancouver, BC; Faculty of Health Sciences (Cressman), Simon Fraser University, Burnaby, BC; Department of Family Practice (Price, Vijh), and Department of Physiatry (Schuetz), Faculty of Medicine, University of British Columbia, Vancouver, BC; Patient partner (Riches), Prince George, BC; Patient partner (Landry), New Westminster, BC; Psychology Department (Erickson), Fraser Health, New Westminster, BC; Centre for Health Services and Policy Research (McGrail, Peterson), and Departments of Physical Therapy (Hoens) and Medical Genetics (Austin), University of British Columbia, Vancouver, BC
| | - Linda Riches
- The Centre for Clinical Epidemiology and Evaluation (Ghanbarian, Wong, Bunka, Edwards, Cressman, Conte, Bryan), Vancouver Coastal Health Research Institute, and The School of Public and Population Health (Ghanbarian, Wong, Bunka, Edwards, Conte, Vijh, Bryan), University of British Columbia, Vancouver, BC; Faculty of Health Sciences (Cressman), Simon Fraser University, Burnaby, BC; Department of Family Practice (Price, Vijh), and Department of Physiatry (Schuetz), Faculty of Medicine, University of British Columbia, Vancouver, BC; Patient partner (Riches), Prince George, BC; Patient partner (Landry), New Westminster, BC; Psychology Department (Erickson), Fraser Health, New Westminster, BC; Centre for Health Services and Policy Research (McGrail, Peterson), and Departments of Physical Therapy (Hoens) and Medical Genetics (Austin), University of British Columbia, Vancouver, BC
| | - Ginny Landry
- The Centre for Clinical Epidemiology and Evaluation (Ghanbarian, Wong, Bunka, Edwards, Cressman, Conte, Bryan), Vancouver Coastal Health Research Institute, and The School of Public and Population Health (Ghanbarian, Wong, Bunka, Edwards, Conte, Vijh, Bryan), University of British Columbia, Vancouver, BC; Faculty of Health Sciences (Cressman), Simon Fraser University, Burnaby, BC; Department of Family Practice (Price, Vijh), and Department of Physiatry (Schuetz), Faculty of Medicine, University of British Columbia, Vancouver, BC; Patient partner (Riches), Prince George, BC; Patient partner (Landry), New Westminster, BC; Psychology Department (Erickson), Fraser Health, New Westminster, BC; Centre for Health Services and Policy Research (McGrail, Peterson), and Departments of Physical Therapy (Hoens) and Medical Genetics (Austin), University of British Columbia, Vancouver, BC
| | - David Erickson
- The Centre for Clinical Epidemiology and Evaluation (Ghanbarian, Wong, Bunka, Edwards, Cressman, Conte, Bryan), Vancouver Coastal Health Research Institute, and The School of Public and Population Health (Ghanbarian, Wong, Bunka, Edwards, Conte, Vijh, Bryan), University of British Columbia, Vancouver, BC; Faculty of Health Sciences (Cressman), Simon Fraser University, Burnaby, BC; Department of Family Practice (Price, Vijh), and Department of Physiatry (Schuetz), Faculty of Medicine, University of British Columbia, Vancouver, BC; Patient partner (Riches), Prince George, BC; Patient partner (Landry), New Westminster, BC; Psychology Department (Erickson), Fraser Health, New Westminster, BC; Centre for Health Services and Policy Research (McGrail, Peterson), and Departments of Physical Therapy (Hoens) and Medical Genetics (Austin), University of British Columbia, Vancouver, BC
| | - Kim McGrail
- The Centre for Clinical Epidemiology and Evaluation (Ghanbarian, Wong, Bunka, Edwards, Cressman, Conte, Bryan), Vancouver Coastal Health Research Institute, and The School of Public and Population Health (Ghanbarian, Wong, Bunka, Edwards, Conte, Vijh, Bryan), University of British Columbia, Vancouver, BC; Faculty of Health Sciences (Cressman), Simon Fraser University, Burnaby, BC; Department of Family Practice (Price, Vijh), and Department of Physiatry (Schuetz), Faculty of Medicine, University of British Columbia, Vancouver, BC; Patient partner (Riches), Prince George, BC; Patient partner (Landry), New Westminster, BC; Psychology Department (Erickson), Fraser Health, New Westminster, BC; Centre for Health Services and Policy Research (McGrail, Peterson), and Departments of Physical Therapy (Hoens) and Medical Genetics (Austin), University of British Columbia, Vancouver, BC
| | - Sandra Peterson
- The Centre for Clinical Epidemiology and Evaluation (Ghanbarian, Wong, Bunka, Edwards, Cressman, Conte, Bryan), Vancouver Coastal Health Research Institute, and The School of Public and Population Health (Ghanbarian, Wong, Bunka, Edwards, Conte, Vijh, Bryan), University of British Columbia, Vancouver, BC; Faculty of Health Sciences (Cressman), Simon Fraser University, Burnaby, BC; Department of Family Practice (Price, Vijh), and Department of Physiatry (Schuetz), Faculty of Medicine, University of British Columbia, Vancouver, BC; Patient partner (Riches), Prince George, BC; Patient partner (Landry), New Westminster, BC; Psychology Department (Erickson), Fraser Health, New Westminster, BC; Centre for Health Services and Policy Research (McGrail, Peterson), and Departments of Physical Therapy (Hoens) and Medical Genetics (Austin), University of British Columbia, Vancouver, BC
| | - Rohit Vijh
- The Centre for Clinical Epidemiology and Evaluation (Ghanbarian, Wong, Bunka, Edwards, Cressman, Conte, Bryan), Vancouver Coastal Health Research Institute, and The School of Public and Population Health (Ghanbarian, Wong, Bunka, Edwards, Conte, Vijh, Bryan), University of British Columbia, Vancouver, BC; Faculty of Health Sciences (Cressman), Simon Fraser University, Burnaby, BC; Department of Family Practice (Price, Vijh), and Department of Physiatry (Schuetz), Faculty of Medicine, University of British Columbia, Vancouver, BC; Patient partner (Riches), Prince George, BC; Patient partner (Landry), New Westminster, BC; Psychology Department (Erickson), Fraser Health, New Westminster, BC; Centre for Health Services and Policy Research (McGrail, Peterson), and Departments of Physical Therapy (Hoens) and Medical Genetics (Austin), University of British Columbia, Vancouver, BC
| | - Alison M Hoens
- The Centre for Clinical Epidemiology and Evaluation (Ghanbarian, Wong, Bunka, Edwards, Cressman, Conte, Bryan), Vancouver Coastal Health Research Institute, and The School of Public and Population Health (Ghanbarian, Wong, Bunka, Edwards, Conte, Vijh, Bryan), University of British Columbia, Vancouver, BC; Faculty of Health Sciences (Cressman), Simon Fraser University, Burnaby, BC; Department of Family Practice (Price, Vijh), and Department of Physiatry (Schuetz), Faculty of Medicine, University of British Columbia, Vancouver, BC; Patient partner (Riches), Prince George, BC; Patient partner (Landry), New Westminster, BC; Psychology Department (Erickson), Fraser Health, New Westminster, BC; Centre for Health Services and Policy Research (McGrail, Peterson), and Departments of Physical Therapy (Hoens) and Medical Genetics (Austin), University of British Columbia, Vancouver, BC
| | - Jehannine Austin
- The Centre for Clinical Epidemiology and Evaluation (Ghanbarian, Wong, Bunka, Edwards, Cressman, Conte, Bryan), Vancouver Coastal Health Research Institute, and The School of Public and Population Health (Ghanbarian, Wong, Bunka, Edwards, Conte, Vijh, Bryan), University of British Columbia, Vancouver, BC; Faculty of Health Sciences (Cressman), Simon Fraser University, Burnaby, BC; Department of Family Practice (Price, Vijh), and Department of Physiatry (Schuetz), Faculty of Medicine, University of British Columbia, Vancouver, BC; Patient partner (Riches), Prince George, BC; Patient partner (Landry), New Westminster, BC; Psychology Department (Erickson), Fraser Health, New Westminster, BC; Centre for Health Services and Policy Research (McGrail, Peterson), and Departments of Physical Therapy (Hoens) and Medical Genetics (Austin), University of British Columbia, Vancouver, BC
| | - Stirling Bryan
- The Centre for Clinical Epidemiology and Evaluation (Ghanbarian, Wong, Bunka, Edwards, Cressman, Conte, Bryan), Vancouver Coastal Health Research Institute, and The School of Public and Population Health (Ghanbarian, Wong, Bunka, Edwards, Conte, Vijh, Bryan), University of British Columbia, Vancouver, BC; Faculty of Health Sciences (Cressman), Simon Fraser University, Burnaby, BC; Department of Family Practice (Price, Vijh), and Department of Physiatry (Schuetz), Faculty of Medicine, University of British Columbia, Vancouver, BC; Patient partner (Riches), Prince George, BC; Patient partner (Landry), New Westminster, BC; Psychology Department (Erickson), Fraser Health, New Westminster, BC; Centre for Health Services and Policy Research (McGrail, Peterson), and Departments of Physical Therapy (Hoens) and Medical Genetics (Austin), University of British Columbia, Vancouver, BC
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10
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Zhu N, Virtanen S, Xu H, Carrero JJ, Chang Z. Association between incident depression and clinical outcomes in patients with chronic kidney disease. Clin Kidney J 2023; 16:2243-2253. [PMID: 37915918 PMCID: PMC10616442 DOI: 10.1093/ckj/sfad127] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Indexed: 11/03/2023] Open
Abstract
Background Depression is highly prevalent and related to increased morbidity and mortality in patients on dialysis, but less is known among patients with earlier stages of CKD. This study investigated the associations between depression and clinical outcomes in patients with CKD not receiving dialysis. Methods We identified 157 398 adults with CKD stages 3-5 not previously diagnosed with depression from the Stockholm CREAtinine Measurements (SCREAM) project. The primary outcomes included hospitalization, CKD progression (>40% decline in eGFR, initiation of kidney replacement therapy, or death due to CKD), major adverse cardiovascular events (MACE; myocardial infarction, stroke, or cardiovascular death), and all-cause mortality. Survival analyses were used to estimate the associations between incident depression and adverse health outcomes, adjusting for socio-demographics, kidney disease severity, healthcare utilization, comorbidities, and concurrent use of medications. Results During a median follow-up of 5.1 (interquartile range: 2.3-8.5) years, 12 712 (8.1%) patients received an incident diagnosis of depression. A total of 634 471 hospitalizations (4 600 935 hospitalized days), 42 866 MACEs, and 66 635 deaths were recorded, and 9795 individuals met the criteria for CKD progression. In the multivariable-adjusted analyses, incident depression was associated with an elevated rate of hospitalized days [rate ratio: 1.77, 95% confidence interval (CI): 1.71-1.83], as well as an increased rate of CKD progression [hazard ratio (HR): 1.38, 95% CI: 1.28-1.48], MACE (HR: 1.22, 95% CI: 1.18-1.27), and all-cause mortality (HR: 1.41, 95% CI: 1.37-1.45). The association with CKD progression was more evident after one year of depression diagnosis (HR: 1.47, 95% CI: 1.36-1.59). Results were robust across a range of sensitivity analyses. Conclusion Among patients with nondialysis-dependent CKD stages 3-5, incident depression is associated with poor prognosis, including hospitalization, CKD progression, MACE, and all-cause mortality.
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Affiliation(s)
- Nanbo Zhu
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Suvi Virtanen
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Hong Xu
- Division of Clinical Geriatrics, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden
| | - Juan Jesús Carrero
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Zheng Chang
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
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11
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Pena-Gralle APB, Talbot D, Trudel X, Milot A, Gilbert-Ouimet M, Lavigne-Robichaud M, Ndjaboué R, Lesage A, Lauzier S, Vézina M, Siegrist J, Brisson C. Socioeconomic inequalities, psychosocial stressors at work and physician-diagnosed depression: Time-to-event mediation analysis in the presence of time-varying confounders. PLoS One 2023; 18:e0293388. [PMID: 37878641 PMCID: PMC10599565 DOI: 10.1371/journal.pone.0293388] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2023] [Accepted: 10/11/2023] [Indexed: 10/27/2023] Open
Abstract
OBJECTIVES There is evidence that both low socioeconomic status (SES) and psychosocial stressors at work (PSW) increase risk of depression, but prospective studies on the contribution of PSW to the socioeconomic gradient of depression are still limited. METHODS Using a prospective cohort of Quebec white-collar workers (n = 9188 participants, 50% women), we estimated randomized interventional analogues of the natural direct effect of SES indicators at baseline (education level, household income, occupation type and a combined measure) and of their natural indirect effects mediated through PSW (job strain and effort-reward imbalance (ERI) measured at the follow-up in 1999-2001) on incident physician-diagnosed depression. RESULTS During 3 years of follow-up, we identified 469 new cases (women: 33.1 per 1000 person-years; men: 16.8). Mainly in men, low SES was a risk factor for depression [education: hazard ratio 1.72 (1.08-2.73); family income: 1.67 (1.04-2.67); occupational type: 2.13 (1.08-4.19)]. In the entire population, exposure to psychosocial stressors at work was associated with increased risk of depression [job strain: 1.42 (1.14-1.78); effort-reward imbalance (ERI) 1.73 (1.41-2.12)]. The estimated indirect effects of socioeconomic indicators on depression mediated through job strain ranged from 1.01 (0.99-1.03) to 1.04 (0.98-1.10), 4-15% of total effects, and for low reward from 1.02 (1.00-1.03) to 1.06 (1.01-1.11), 10-15% of total effects. DISCUSSION Our study suggests that PSW only slightly mediate the socioeconomic gradient of depression, but that socioeconomic inequalities, especially among men, and PSW both increase the incidence of depression.
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Affiliation(s)
- Ana Paula Bruno Pena-Gralle
- Centre hospitalier universitaire (CHU) de Québec Research Center, Population Health and Optimal Health Practices Unit, Québec, Québec, Canada
- Faculty of Medicine, Laval University, Québec, Québec, Canada
- VITAM – Centre de Recherche en Santé Durable, Québec, Québec, Canada
| | - Denis Talbot
- Centre hospitalier universitaire (CHU) de Québec Research Center, Population Health and Optimal Health Practices Unit, Québec, Québec, Canada
- Faculty of Medicine, Laval University, Québec, Québec, Canada
| | - Xavier Trudel
- Centre hospitalier universitaire (CHU) de Québec Research Center, Population Health and Optimal Health Practices Unit, Québec, Québec, Canada
- Faculty of Medicine, Laval University, Québec, Québec, Canada
| | - Alain Milot
- Centre hospitalier universitaire (CHU) de Québec Research Center, Population Health and Optimal Health Practices Unit, Québec, Québec, Canada
- Faculty of Medicine, Laval University, Québec, Québec, Canada
| | - Mahée Gilbert-Ouimet
- Centre hospitalier universitaire (CHU) de Québec Research Center, Population Health and Optimal Health Practices Unit, Québec, Québec, Canada
- Department of Health Sciences, Université du Québec à Rimouski, Lévis, Québec, Canada
| | - Mathilde Lavigne-Robichaud
- Centre hospitalier universitaire (CHU) de Québec Research Center, Population Health and Optimal Health Practices Unit, Québec, Québec, Canada
- Faculty of Medicine, Laval University, Québec, Québec, Canada
| | - Ruth Ndjaboué
- School of Social Work, Sherbrooke University, Sherbrooke, Québec, Canada
| | - Alain Lesage
- Centre de recherche de l’Institut universitaire en santé mentale de Montréal, Montréal, Québec, Canada
| | - Sophie Lauzier
- Faculty of Pharmacy, Laval University, Québec, Québec, Canada
| | - Michel Vézina
- Centre hospitalier universitaire (CHU) de Québec Research Center, Population Health and Optimal Health Practices Unit, Québec, Québec, Canada
- Institut National de Santé Publique du Québec, Québec, Canada
| | - Johannes Siegrist
- Faculty of Medicine, Department of Medical Sociology, Heinrich-Heine-University, Duesseldorf, Germany
| | - Chantal Brisson
- Centre hospitalier universitaire (CHU) de Québec Research Center, Population Health and Optimal Health Practices Unit, Québec, Québec, Canada
- Faculty of Medicine, Laval University, Québec, Québec, Canada
- VITAM – Centre de Recherche en Santé Durable, Québec, Québec, Canada
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12
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Patel JS, Shin D, Willis L, Zai A, Kumar K, Thyvalikakath TP. Comparing gingivitis diagnoses by bleeding on probing (BOP) exclusively versus BOP combined with visual signs using large electronic dental records. Sci Rep 2023; 13:17065. [PMID: 37816902 PMCID: PMC10564949 DOI: 10.1038/s41598-023-44307-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2022] [Accepted: 10/06/2023] [Indexed: 10/12/2023] Open
Abstract
The major significance of the 2018 gingivitis classification criteria is utilizing a simple, objective, and reliable clinical sign, bleeding on probing score (BOP%), to diagnose gingivitis. However, studies report variations in gingivitis diagnoses with the potential to under- or over-estimating disease occurrence. This study determined the agreement between gingivitis diagnoses generated using the 2018 criteria (BOP%) versus diagnoses using BOP% and other gingival visual assessments. We conducted a retrospective study of 28,908 patients' electronic dental records (EDR) from January-2009 to December-2014, at the Indiana University School of Dentistry. Computational and natural language processing (NLP) approaches were developed to diagnose gingivitis cases from BOP% and retrieve diagnoses from clinical notes. Subsequently, we determined the agreement between BOP%-generated diagnoses and clinician-recorded diagnoses. A thirty-four percent agreement was present between BOP%-generated diagnoses and clinician-recorded diagnoses for disease status (no gingivitis/gingivitis) and a 9% agreement for the disease extent (localized/generalized gingivitis). The computational program and NLP performed excellently with 99.5% and 98% f-1 measures, respectively. Sixty-six percent of patients diagnosed with gingivitis were reclassified as having healthy gingiva based on the 2018 diagnostic classification. The results indicate potential challenges with clinicians adopting the new diagnostic criterion as they transition to using the BOP% alone and not considering the visual signs of inflammation. Periodic training and calibration could facilitate clinicians' and researchers' adoption of the 2018 diagnostic system. The informatics approaches developed could be utilized to automate diagnostic findings from EDR charting and clinical notes.
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Affiliation(s)
- Jay S Patel
- Division of Dental Informatics, Department of Dental Public Health and Dental Informatics, Indiana University School of Dentistry (IUSD), Indianapolis, IN, USA.
- Department of Health Services Administration and Policy, College of Public Health, Temple University, Philadelphia, PA, USA.
- Bio-Health Informatics, Indiana University School of Informatics and Computing, Indiana University-Purdue University Indianapolis (IUPUI), Indianapolis, IN, USA.
| | - Daniel Shin
- Department of Periodontology, IUSD, Indianapolis, IN, USA
| | - Lisa Willis
- Division of Dental Informatics, Department of Dental Public Health and Dental Informatics, Indiana University School of Dentistry (IUSD), Indianapolis, IN, USA
| | - Ahad Zai
- Division of Dental Informatics, Department of Dental Public Health and Dental Informatics, Indiana University School of Dentistry (IUSD), Indianapolis, IN, USA
| | - Krishna Kumar
- Division of Dental Informatics, Department of Dental Public Health and Dental Informatics, Indiana University School of Dentistry (IUSD), Indianapolis, IN, USA
| | - Thankam P Thyvalikakath
- Division of Dental Informatics, Department of Dental Public Health and Dental Informatics, Indiana University School of Dentistry (IUSD), Indianapolis, IN, USA.
- Bio-Health Informatics, Indiana University School of Informatics and Computing, Indiana University-Purdue University Indianapolis (IUPUI), Indianapolis, IN, USA.
- Center for Biomedical Informatics, Regenstrief Institute, Inc., Indianapolis, IN, USA.
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13
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Shridharmurthy D, Lapane KL, Nunes AP, Baek J, Weisman MH, Kay J, Liu SH. Postpartum Depression in Reproductive-Age Women With and Without Rheumatic Disease: A Population-Based Matched Cohort Study. J Rheumatol 2023; 50:1287-1295. [PMID: 37399461 DOI: 10.3899/jrheum.2023-0105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/05/2023] [Indexed: 07/05/2023]
Abstract
OBJECTIVE To examine postpartum depression (PPD) among women with axial spondyloarthritis (axSpA), psoriatic arthritis (PsA), or rheumatoid arthritis (RA) in comparison with a matched population without rheumatic disease (RD). METHODS A retrospective analysis using the 2013-2018 IBM MarketScan Commercial Claims and Encounters Database was conducted. Pregnant women with axSpA, PsA, or RA were identified, and the delivery date was used as the index date. We restricted the sample to women ≤ 55 years with continuous enrollment ≥ 6 months before date of last menstrual period and throughout pregnancy. Each patient was matched with 4 individuals without RD on: (1) maternal age at delivery, (2) prior history of depression, and (3) duration of depression before delivery. Cox frailty proportional hazards models estimated the crude and adjusted hazard ratios (aHR) and 95% CI of incident postpartum depression within 1 year among women with axSpA, PsA, or RA (axSpA/PsA/RA cohort) compared to the matched non-RD comparison group. RESULTS Overall, 2667 women with axSpA, PsA, or RA and 10,668 patients without any RD were included. The median follow-up time in days was 256 (IQR 93-366) and 265 (IQR 99-366) for the axSpA/PsA/RA cohort and matched non-RD comparison group, respectively. Development of PPD was more common in the axSpA/PsA/RA cohort relative to the matched non-RD comparison group (axSpA/PsA/RA cohort: 17.2%; matched non-RD comparison group: 12.8%; aHR 1.22, 95% CI 1.09-1.36). CONCLUSION Postpartum depression is significantly higher in women of reproductive age with axSpA/PsA/RA when compared to those without RD.
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Affiliation(s)
- Divya Shridharmurthy
- D. Shridharmurthy, MMBS, MPH, Division of Epidemiology, Department of Population and Quantitative Health Sciences, and Clinical and Population Health Research Program, Graduate School of Biomedical Sciences, UMass Chan Medical School, Worcester, Massachusetts
| | - Kate L Lapane
- K.L. Lapane, PhD, A.P. Nunes, PhD, Division of Epidemiology, Department of Population and Quantitative Health Sciences, UMass Chan Medical School, Worcester, Massachusetts
| | - Anthony P Nunes
- K.L. Lapane, PhD, A.P. Nunes, PhD, Division of Epidemiology, Department of Population and Quantitative Health Sciences, UMass Chan Medical School, Worcester, Massachusetts
| | - Jonggyu Baek
- J. Baek, PhD, Division of Biostatistics and Health Services Research, Department of Population and Quantitative Health Sciences, UMass Chan Medical School, Worcester, Massachusetts
| | - Michael H Weisman
- M.H. Weisman, MD, Division of Immunology and Rheumatology, School of Medicine, Stanford University, Palo Alto, California
| | - Jonathan Kay
- J. Kay, MD, Division of Epidemiology, Department of Population and Quantitative Health Sciences, UMass Chan Medical School, Division of Rheumatology, Department of Medicine, UMass Chan Medical School, and Division of Rheumatology, UMass Memorial Medical Center, Worcester, Massachusetts
| | - Shao-Hsien Liu
- S.H. Liu, PhD, Division of Epidemiology, Department of Population and Quantitative Health Sciences, and Division of Rheumatology, Department of Medicine, UMass Chan Medical School, Worcester, Massachusetts, USA.
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14
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Meade MA, Yin Z, Lin P, Kamdar N, Rodriguez G, McKee M, Peterson MD. Type 2 Diabetes Increases the Risk of Serious and Life-Threatening Conditions Among Adults With Traumatic Spinal Cord Injury. Mayo Clin Proc Innov Qual Outcomes 2023; 7:452-461. [PMID: 37818139 PMCID: PMC10562090 DOI: 10.1016/j.mayocpiqo.2023.08.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/12/2023] Open
Abstract
Objective To compare the incidence of and adjusted hazards for serious and life-threatening morbidities among adults with traumatic spinal cord injury (TSCI) with and without type 2 diabetes (T2D). Participants and Methods A retrospective longitudinal cohort study was conducted from September 1, 2022 to February 2, 2023, among privately insured beneficiaries if they had an International Classification of Diseases, 9th Revision or 10th Revision, Clinical Modification diagnostic code for TSCI (n=9081). Incidence estimates of serious and life-threatening morbidities, and more common secondary and long-term health conditions, were compared at 5 years of enrollment. Survival models were used to quantify unadjusted and adjusted hazard ratios for serious and life-threatening morbidities. Results Adults living with TSCI and T2D had a higher incidence of all of the morbidities assessed as compared with nondiabetic adults with TSCI. Fully adjusted survival models reported that adults with TSCI and T2D had a greater hazard for most of the serious and life-threatening conditions assessed, including sepsis (hazard ratio [HR]: 1.65), myocardial infarction (HR: 1.63), osteomyelitis (HR: 1.9), and stroke or transient ischemic attack (HR: 1.59). Rates for comorbid and secondary conditions were higher for individuals with TSCI and T2D, such as pressure sores, urinary tract infections, and depression, even after controlling for sociodemographic and comorbid conditions. Conclusion Adults living with TSCI and T2D have a significantly higher incidence of and risk of developing serious and life-threatening morbidities as compared with nondiabetic adults with TSCI.
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Affiliation(s)
- Michelle A. Meade
- Department of Physical Medicine and Rehabilitation, University of Michigan Health, University of Michigan, Ann Arbor
- Center for Disability Health and Wellness, University of Michigan Health, University of Michigan, Ann Arbor
- Institute for Healthcare Policy and Innovation, University of Michigan Health, University of Michigan, Ann Arbor
- Department of Family Medicine, University of Michigan Medical School, Ann Arbor
| | - Zhe Yin
- Institute for Healthcare Policy and Innovation, University of Michigan Health, University of Michigan, Ann Arbor
| | - Paul Lin
- Institute for Healthcare Policy and Innovation, University of Michigan Health, University of Michigan, Ann Arbor
| | - Neil Kamdar
- Center for Disability Health and Wellness, University of Michigan Health, University of Michigan, Ann Arbor
- Institute for Healthcare Policy and Innovation, University of Michigan Health, University of Michigan, Ann Arbor
- Department of Obstetrics and Gynecology, University of Michigan Health, University of Michigan, Ann Arbor
- Department of Emergency Medicine, University of Michigan Health, University of Michigan, Ann Arbor
- Department of Surgery, University of Michigan Health, University of Michigan, Ann Arbor
| | - Gianna Rodriguez
- Department of Physical Medicine and Rehabilitation, University of Michigan Health, University of Michigan, Ann Arbor
- Center for Disability Health and Wellness, University of Michigan Health, University of Michigan, Ann Arbor
| | - Michael McKee
- Department of Physical Medicine and Rehabilitation, University of Michigan Health, University of Michigan, Ann Arbor
- Center for Disability Health and Wellness, University of Michigan Health, University of Michigan, Ann Arbor
- Institute for Healthcare Policy and Innovation, University of Michigan Health, University of Michigan, Ann Arbor
- Department of Family Medicine, University of Michigan Medical School, Ann Arbor
| | - Mark D. Peterson
- Department of Physical Medicine and Rehabilitation, University of Michigan Health, University of Michigan, Ann Arbor
- Center for Disability Health and Wellness, University of Michigan Health, University of Michigan, Ann Arbor
- Institute for Healthcare Policy and Innovation, University of Michigan Health, University of Michigan, Ann Arbor
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15
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Harasymiw LA, Grosse SD, Cullen KR, Bitsko RH, Perou R, Sarafoglou K. Depressive and anxiety disorders and antidepressant prescriptions among insured children and young adults with congenital adrenal hyperplasia in the United States. Front Endocrinol (Lausanne) 2023; 14:1129584. [PMID: 37664854 PMCID: PMC10470620 DOI: 10.3389/fendo.2023.1129584] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Accepted: 07/25/2023] [Indexed: 09/05/2023] Open
Abstract
Background Dysfunction in the hypothalamic-pituitary-adrenal axis has been associated with depressive and anxiety disorders. Little is known about the risk for these disorders among individuals with congenital adrenal hyperplasia (CAH), a form of primary adrenal insufficiency. Objective We investigated the prevalence of depressive and anxiety disorders and antidepressant prescriptions in two large healthcare databases of insured children, adolescents, and young adults with CAH in the United States. Methods We conducted a retrospective cohort study using administrative data from October 2015 through December 2019 for individuals aged 4-25 years enrolled in employer-sponsored or Medicaid health plans. Results Adjusting for age, the prevalence of depressive disorders [adjusted prevalence ratio (aPR) = 1.7, 95% confidence interval (CI): 1.4-2.0, p<0.001], anxiety disorders [aPR = 1.7, 95% CI: 1.4-1.9, p<0.001], and filled antidepressant prescriptions [aPR = 1.7, 95% CI: 1.4-2.0, p<0.001] was higher among privately insured youth with CAH as compared to their non-CAH peers. Prevalence estimates were also higher among publicly insured youth with CAH for depressive disorders [aPR = 2.3, 95% CI: 1.9-2.9, p<0.001], anxiety disorders [aPR = 2.0, 95% CI: 1.6-2.5, p<0.001], and filled antidepressant prescriptions [aPR = 2.5, 95% CI: 1.9-3.1, p<0.001] as compared to their non-CAH peers. Conclusions The elevated prevalence of depressive and anxiety disorders and antidepressant prescriptions among youth with CAH suggests that screening for symptoms of depression and anxiety among this population might be warranted.
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Affiliation(s)
- Lauren A. Harasymiw
- Department of Pediatrics, University of Minnesota Medical School, Minneapolis, MN, United States
| | - Scott D. Grosse
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA, United States
| | - Kathryn R. Cullen
- Department of Psychiatry and Behavioral Science, University of Minnesota Medical School, Minneapolis, MN, United States
| | - Rebecca H. Bitsko
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA, United States
| | - Ruth Perou
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA, United States
| | - Kyriakie Sarafoglou
- Department of Pediatrics, Division of Pediatric Endocrinology, University of Minnesota Medical School, Minneapolis, MN, United States
- Department of Experimental and Clinical Pharmacology, University of Minnesota College of Pharmacy, Minneapolis, MN, United States
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16
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Petit P, Gandon G, Dubuc M, Vuillerme N, Bonneterre V. Agricultural activities and risk of treatment for depressive disorders among the entire French agricultural workforce: the TRACTOR project, a nationwide retrospective cohort study. THE LANCET REGIONAL HEALTH. EUROPE 2023; 31:100674. [PMID: 37408876 PMCID: PMC10318497 DOI: 10.1016/j.lanepe.2023.100674] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Revised: 06/09/2023] [Accepted: 06/12/2023] [Indexed: 07/07/2023]
Abstract
Background Although depression is a major issue among farming population, to date, there have been few studies on specific agricultural activities. We aimed to investigate whether, among the entire French farm manager (FM) workforce, certain agricultural activities are more strongly associated with depression than others. Methods This nationwide retrospective cohort study used data from an administrative health database available to the TRACTOR project. This database pertains to the entire French agricultural workforce (overseas workers not included). Data were analyzed from January 2021 to December 2022. All FMs that worked at least once over the period 2002-2016 were included. The outcome measure was the association between 26 agricultural activities and the risk of depression measured as hazard ratios (HRs) after adjusting for age, sex, and pre-existing medical comorbidities. The time to first depression insurance declaration, or first antidepressant prescription claim was used as the underlying timescale. For each activity, the reference/control group included all FMs that never performed the considered activity between 2002 and 2016, while the exposed group included FMs that performed the considered activity at least once from 2002 to 2016. Four sensitivity analyses were conducted to test hypotheses, and to address potential sources of bias. Findings There were 84,507 (7.76%; 28.2 cases per 1000 person-years) depression cases among 1,088,561 FMs (mean age 46.6 [SD 14.1]). Compared to other activities, dairy farming (HR = 1.37, 95% confidence interval: 1.32-1.42), cow farming (HR = 1.53 [1.47-1.59]), poultry and rabbit farming (HR = 1.37 [1.27-1.50]), and mixed farming (HR = 1.30 [1.24-1.36]) were more strongly associated with depression. Sex differences were observed, with most of the time, risks higher for females than for males. Interpretation Agricultural activities at risk of depression among the entire French agricultural workforce were identified. These findings do represent a crucial first step on the road to implement effective preventive measures against depression to determine where additional resources should be allocated to screen for depression, along with intervention. Funding MIAI@Grenoble Alpes, and Mutualité Sociale Agricole.
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Affiliation(s)
- Pascal Petit
- Univ. Grenoble Alpes, CNRS, UMR 5525, VetAgro Sup, Grenoble INP, CHU Grenoble Alpes, TIMC, 38000 Grenoble, France
- CHU Grenoble Alpes, Centre Régional de Pathologies Professionnelles et Environnementales, 38000 Grenoble, France
- Univ. Grenoble Alpes, AGEIS, 38000 Grenoble, France
| | - Gérald Gandon
- CHU Grenoble Alpes, Centre Régional de Pathologies Professionnelles et Environnementales, 38000 Grenoble, France
| | - Marc Dubuc
- CHU Grenoble Alpes, Service de psychiatrie (psychiatrie de liaison/VigilanS), 38000 Grenoble, France
| | - Nicolas Vuillerme
- Univ. Grenoble Alpes, AGEIS, 38000 Grenoble, France
- Institut Universitaire de France, Paris, France
| | - Vincent Bonneterre
- Univ. Grenoble Alpes, CNRS, UMR 5525, VetAgro Sup, Grenoble INP, CHU Grenoble Alpes, TIMC, 38000 Grenoble, France
- CHU Grenoble Alpes, Centre Régional de Pathologies Professionnelles et Environnementales, 38000 Grenoble, France
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17
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Baller EB, Sweeney EM, Cieslak MC, Robert-Fitzgerald T, Covitz SC, Martin ML, Schindler MK, Bar-Or A, Elahi A, Larsen BS, Manning AR, Markowitz CE, Perrone CM, Rautman V, Seitz MM, Detre JA, Fox MD, Shinohara RT, Satterthwaite TD. Mapping the relationship of white matter lesions to depression in multiple sclerosis. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.06.09.23291080. [PMID: 37398183 PMCID: PMC10312888 DOI: 10.1101/2023.06.09.23291080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/04/2023]
Abstract
Importance Multiple sclerosis (MS) is an immune-mediated neurological disorder that affects nearly one million people in the United States. Up to 50% of patients with MS experience depression. Objective To investigate how white matter network disruption is related to depression in MS. Design Retrospective case-control study of participants who received research-quality 3-tesla neuroimaging as part of MS clinical care from 2010-2018. Analyses were performed from May 1 to September 30, 2022. Setting Single-center academic medical specialty MS clinic. Participants Participants with MS were identified via the electronic health record (EHR). All participants were diagnosed by an MS specialist and completed research-quality MRI at 3T. After excluding participants with poor image quality, 783 were included. Inclusion in the depression group (MS+Depression) required either: 1) ICD-10 depression diagnosis (F32-F34.*); 2) prescription of antidepressant medication; or 3) screening positive via Patient Health Questionnaire-2 (PHQ-2) or -9 (PHQ-9). Age- and sex-matched nondepressed comparators (MS-Depression) included persons with no depression diagnosis, no psychiatric medications, and were asymptomatic on PHQ-2/9. Exposure Depression diagnosis. Main Outcomes and Measures We first evaluated if lesions were preferentially located within the depression network compared to other brain regions. Next, we examined if MS+Depression patients had greater lesion burden, and if this was driven by lesions specifically in the depression network. Outcome measures were the burden of lesions (e.g., impacted fascicles) within a network and across the brain. Secondary measures included between-diagnosis lesion burden, stratified by brain network. Linear mixed-effects models were employed. Results Three hundred-eighty participants met inclusion criteria, (232 MS+Depression: age[SD]=49[12], %females=86; 148 MS-Depression: age[SD]=47[13], %females=79). MS lesions preferentially affected fascicles within versus outside the depression network (β=0.09, 95% CI=0.08-0.10, P<0.001). MS+Depression had more white matter lesion burden (β=0.06, 95% CI=0.01-0.10, P=0.015); this was driven by lesions within the depression network (β=0.02, 95% CI 0.003-0.040, P=0.020). Conclusions and Relevance We provide new evidence supporting a relationship between white matter lesions and depression in MS. MS lesions disproportionately impacted fascicles in the depression network. MS+Depression had more disease than MS-Depression, which was driven by disease within the depression network. Future studies relating lesion location to personalized depression interventions are warranted.
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Affiliation(s)
- Erica B Baller
- Penn Lifespan Informatics and Neuroimaging Center (PennLINC), Philadelphia, PA USA
- Department of Psychiatry, University of Pennsylvania, Philadelphia, PA USA
| | - Elizabeth M Sweeney
- Penn Statistics in Imaging and Visualization Center (PennSIVE), Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, Philadelphia, PA USA
| | - Matthew C Cieslak
- Penn Lifespan Informatics and Neuroimaging Center (PennLINC), Philadelphia, PA USA
- Department of Psychiatry, University of Pennsylvania, Philadelphia, PA USA
| | - Timothy Robert-Fitzgerald
- Penn Statistics in Imaging and Visualization Center (PennSIVE), Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, Philadelphia, PA USA
| | - Sydney C Covitz
- Penn Lifespan Informatics and Neuroimaging Center (PennLINC), Philadelphia, PA USA
- Department of Psychiatry, University of Pennsylvania, Philadelphia, PA USA
| | - Melissa L Martin
- Penn Statistics in Imaging and Visualization Center (PennSIVE), Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, Philadelphia, PA USA
| | - Matthew K Schindler
- Department of Neurology, University of Pennsylvania, Philadelphia, PA USA
- Center for Neuroinflammation and Neurotherapeutics, University of Pennsylvania, Philadelphia, PA USA
| | - Amit Bar-Or
- Department of Neurology, University of Pennsylvania, Philadelphia, PA USA
- Center for Neuroinflammation and Neurotherapeutics, University of Pennsylvania, Philadelphia, PA USA
| | - Ameena Elahi
- Department of Information Services, University of Pennsylvania, Philadelphia, PA USA
| | - Bart S Larsen
- Penn Lifespan Informatics and Neuroimaging Center (PennLINC), Philadelphia, PA USA
- Department of Psychiatry, University of Pennsylvania, Philadelphia, PA USA
| | - Abigail R Manning
- Penn Statistics in Imaging and Visualization Center (PennSIVE), Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, Philadelphia, PA USA
| | - Clyde E Markowitz
- Department of Neurology, University of Pennsylvania, Philadelphia, PA USA
- Center for Neuroinflammation and Neurotherapeutics, University of Pennsylvania, Philadelphia, PA USA
| | - Christopher M Perrone
- Department of Neurology, University of Pennsylvania, Philadelphia, PA USA
- Center for Neuroinflammation and Neurotherapeutics, University of Pennsylvania, Philadelphia, PA USA
| | - Victoria Rautman
- Department of Information Services, University of Pennsylvania, Philadelphia, PA USA
| | - Madeleine M Seitz
- Penn Lifespan Informatics and Neuroimaging Center (PennLINC), Philadelphia, PA USA
- Department of Psychiatry, University of Pennsylvania, Philadelphia, PA USA
- Penn Statistics in Imaging and Visualization Center (PennSIVE), Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, Philadelphia, PA USA
| | - John A Detre
- Department of Neurology, University of Pennsylvania, Philadelphia, PA USA
| | - Michael D Fox
- Center for Brain Circuit Therapeutics, Department of Neurology, Psychiatry, and Radiology, Brigham and Women's Hospital, Harvard Medical School
| | - Russell T Shinohara
- Penn Statistics in Imaging and Visualization Center (PennSIVE), Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, Philadelphia, PA USA
- Center for Biomedical Image Computing and Analytics (CBICA), University of Pennsylvania, Philadelphia, PA USA
| | - Theodore D Satterthwaite
- Penn Lifespan Informatics and Neuroimaging Center (PennLINC), Philadelphia, PA USA
- Department of Psychiatry, University of Pennsylvania, Philadelphia, PA USA
- Center for Biomedical Image Computing and Analytics (CBICA), University of Pennsylvania, Philadelphia, PA USA
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18
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Lim Y, Kim BC, Yoon SS, Kim HJ, Lee SJ, Lee MH, Kim JH, Park SJ, Jeong S, Han HW. Inverse association between changes in systolic and diastolic blood pressure and risk of depression: A nationally representative cohort study. J Affect Disord 2023; 335:49-56. [PMID: 37137410 DOI: 10.1016/j.jad.2023.04.107] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Revised: 04/23/2023] [Accepted: 04/28/2023] [Indexed: 05/05/2023]
Abstract
BACKGROUND Depression is one of complex mental disorders with diverse etiological factors but the association between blood pressure (BP) and depression is unknown. We aimed to investigate the association between changes in BP (systolic and diastolic) and incident depression. METHODS From the National Health Insurance Service-Health Screening Cohort (NHIS-HEALS), 224,192 participants who underwent biennial health screenings from period I (2004-05) and II (2006-07) were included in the study. Systolic BP (SBP) and diastolic BP (DBP) categories were defined as follows: SBP into 5 categories (<90 mmHg, 90 mmHg -119 mmHg, 120 mmHg -129 mmHg, 130 mmHg -139 mmHg, ≥140 mmHg) and DBP into 4 categories (<60 mmHg, 60 mmHg -79 mmHg, 80 mmHg -89 mmHg, ≥90 mmHg). Also, BP levels were classified into 5 groups: normal, elevated BP, stage 1 BP, stage 2 BP, hypotension. Using the Cox proportional hazards regression, changes in SBP and DBP between two screening periods and the risk of depression were calculated by adjusted hazard ratio (aHR) and 95 % confidence interval (CI). RESULTS There were 17,780 depression events during 1.5 million person-year of follow-up. Compared to the participants with SBP ≥ 140 mmHg or DBP ≥ 90 mmHg from both periods, those who decreased SBP from ≥140 mmHg to 120 mmHg-129 mmHg (aHR 1.13; 95 % CI 1.04-1.24; P = 0.001) and those who decreased DBP from ≥90 mmHg to 60 mmHg-79 mmHg (aHR 1.10; 95 % CI 1.02-1.20; P = 0.020) showed a higher risk of depression, respectively. CONCLUSIONS Changes in SBP and DBP showed an inverse relationship with depression risk.
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Affiliation(s)
- Yohwan Lim
- Department of Biomedical Informatics, CHA University School of Medicine, CHA University, 335 Pangyo-ro, Seongnam 13448, Republic of Korea
| | - Bo Chang Kim
- Department of Biomedical Informatics, CHA University School of Medicine, CHA University, 335 Pangyo-ro, Seongnam 13448, Republic of Korea
| | - Sung Soo Yoon
- Department of Biomedical Informatics, CHA University School of Medicine, CHA University, 335 Pangyo-ro, Seongnam 13448, Republic of Korea
| | - Hye Jun Kim
- Department of Biomedical Informatics, CHA University School of Medicine, CHA University, 335 Pangyo-ro, Seongnam 13448, Republic of Korea
| | - Sang Jun Lee
- Department of Biomedical Informatics, CHA University School of Medicine, CHA University, 335 Pangyo-ro, Seongnam 13448, Republic of Korea
| | - Myeong Hoon Lee
- Department of Biomedical Informatics, CHA University School of Medicine, CHA University, 335 Pangyo-ro, Seongnam 13448, Republic of Korea
| | - Ju Hee Kim
- Department of Biomedical Informatics, CHA University School of Medicine, CHA University, 335 Pangyo-ro, Seongnam 13448, Republic of Korea
| | - Sun Jae Park
- Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Seogsong Jeong
- Department of Biomedical Informatics, CHA University School of Medicine, CHA University, 335 Pangyo-ro, Seongnam 13448, Republic of Korea.
| | - Hyun Wook Han
- Department of Biomedical Informatics, CHA University School of Medicine, CHA University, 335 Pangyo-ro, Seongnam 13448, Republic of Korea; Institute of Biomedical Informatics, CHA University School of Medicine, CHA University, 335 Pangyo-ro, Seongnam 13448, Republic of Korea.
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19
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Harmer JR, Wyles CC, Duong SQ, Morgan Iii RJ, Maradit-Kremers H, Abdel MP. Depression and anxiety are associated with an increased risk of infection, revision, and reoperation following total hip or knee arthroplasty. Bone Joint J 2023; 105-B:526-533. [PMID: 37121583 DOI: 10.1302/0301-620x.105b5.bjj-2022-1123.r1] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/02/2023]
Abstract
The aim of this study was to determine the prevalence of depressive and anxiety disorders prior to total hip (THA) and total knee arthroplasty (TKA) and to assess their impact on the rates of any infection, revision, or reoperation. Between January 2000 and March 2019, 21,469 primary and revision arthroplasties (10,011 THAs; 11,458 TKAs), which were undertaken in 15,504 patients at a single academic medical centre, were identified from a 27-county linked electronic medical record (EMR) system. Depressive and anxiety disorders were identified by diagnoses in the EMR or by using a natural language processing program with subsequent validation from review of the medical records. Patients with mental health diagnoses other than anxiety or depression were excluded. Depressive and/or anxiety disorders were common before THA and TKA, with a prevalence of 30% in those who underwent primary THA, 33% in those who underwent revision THA, 32% in those who underwent primary TKA, and 35% in those who underwent revision TKA. The presence of depressive or anxiety disorders was associated with a significantly increased risk of any infection (primary THA, hazard ratio (HR) 1.5; revision THA, HR 1.9; primary TKA, HR 1.6; revision TKA, HR 1.8), revision (THA, HR 1.7; TKA, HR 1.6), re-revision (THA, HR 2.0; TKA, HR 1.6), and reoperation (primary THA, HR 1.6; revision THA, HR 2.2; primary TKA, HR 1.4; revision TKA, HR 1.9; p < 0.03 for all). Patients with preoperative depressive and/or anxiety disorders were significantly less likely to report "much better" joint function after primary THA (78% vs 87%) and primary TKA (86% vs 90%) compared with those without these disorders at two years postoperatively (p < 0.001 for all). The presence of depressive or anxiety disorders prior to primary or revision THA and TKA is common, and associated with a significantly higher risk of infection, revision, reoperation, and dissatisfaction. This topic deserves further study, and surgeons may consider mental health optimization to be of similar importance to preoperative variables such as diabetic control, prior to arthroplasty.
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Affiliation(s)
- Joshua R Harmer
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Cody C Wyles
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Stephanie Q Duong
- Department of Quantitative Health Sciences, Division of Clinical Trials and Biostatistics, Mayo Clinic College of Medicine, Rochester, Minnesota, USA
| | - Robert J Morgan Iii
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, Minnesota, USA
| | - Hilal Maradit-Kremers
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA
- Department of Quantitative Health Sciences, Division of Clinical Trials and Biostatistics, Mayo Clinic College of Medicine, Rochester, Minnesota, USA
| | - Matthew P Abdel
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, USA
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20
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Tseng MCM, Chien LN, Tu CY, Liu HY. Mortality in anorexia nervosa and bulimia nervosa: A population-based cohort study in Taiwan, 2002-2017. Int J Eat Disord 2023. [PMID: 36916458 DOI: 10.1002/eat.23934] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/02/2022] [Revised: 03/02/2023] [Accepted: 03/03/2023] [Indexed: 03/16/2023]
Abstract
OBJECTIVE To investigate natural- and unnatural-cause mortality at different follow-up time points in Taiwanese patients with anorexia nervosa (AN) and bulimia nervosa (BN). METHOD In this longitudinal cohort study, 330,393 patients, including 2143 patients with AN, 13,590 with BN, and 20 times as many respective non-AN and non-BN patients, were followed up for 16 years. We performed conditional Cox regression survival analysis to examine the risk of mortality in the AN and BN groups relative to the comparison group. RESULTS A total of 1242 patients died, including 101 and 343 patients with AN and BN, respectively. Mortality rates for AN and BN were 5.42 and 2.90 deaths per 1000 person-years, respectively. Compared with the non-AN group, the AN group had a significantly higher risk of both natural- and unnatural-cause mortality, and the BN group had a significantly higher risk of unnatural-cause mortality. Suicide was the most common cause of death, and suicide risk was significantly higher in both the AN and BN groups. All-cause mortality risk was the highest at the beginning of follow-up and markedly declined in the AN group. In the BN group, all-cause mortality risk was lower but stable at follow-up. The risk of unnatural-cause mortality remained high throughout the follow-up period for both the groups. CONCLUSIONS Early detection and treatment for associated physical problems in patients with AN are crucial. Regular monitoring for unnatural-cause mortality events (mainly suicide) in AN and BN over time is also crucial. PUBLIC SIGNIFICANCE AN had a significantly higher risk of both natural- and unnatural-cause mortality and BN had a significantly higher risk of death from unnatural causes. All-cause mortality risk was highest at the beginning of follow-up in AN, but unnatural-cause mortality risk remained high throughout the follow-up period for both groups. Our findings imply that early detection and treatment in AN and regular monitoring for unnatural-cause mortality events in AN and BN are crucial.
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Affiliation(s)
- Mei-Chih Meg Tseng
- Department of Psychiatry, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan.,Department of Psychiatry, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan.,Department of Psychiatry, National Taiwan University College of Medicine, Taipei, Taiwan
| | - Li-Nien Chien
- Institute of Health and Welfare Policy, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.,Graduate Institute of Data Science, College of Management, Taipei Medical University, Taipei, Taiwan
| | - Chao-Ying Tu
- Department of Psychiatry, National Taiwan University College of Medicine, Taipei, Taiwan.,Department of Psychiatry, National Taiwan University Hospital Yunlin Branch, Yunlin, Taiwan
| | - Hung-Yi Liu
- Graduate Institute of Data Science, College of Management, Taipei Medical University, Taipei, Taiwan
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21
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Gupta N, Crouse DL, Miah P, Takaro T. Individual physical activity, neighbourhood active living environment and mental illness hospitalisation among adults with cardiometabolic disease: a Canadian population-based cohort analysis. BMJ Open 2023; 13:e067736. [PMID: 36725097 PMCID: PMC9896238 DOI: 10.1136/bmjopen-2022-067736] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023] Open
Abstract
OBJECTIVES This population-based observational study explores the associations between individual-level and neighbourhood-level indices of active living with inpatient mental healthcare use among adults with an underlying chronic cardiometabolic condition. DESIGN AND SETTING Data from the 2013-2014 Canadian Community Health Survey were linked longitudinally to hospital records from the 2013/2014‒2017/2018 Discharge Abstract Database and to a geocoded measure of active living environments (ALE). Relationships between individuals' leisure-time physical activity and neighbourhood ALE with risk of hospital admission for mental health disorders were assessed using multivariable Cox regressions. PARTICIPANTS A national cohort was identified from the survey data of 24 960 respondents aged 35 years and above reporting having been diagnosed with diabetes, hypertension and/or heart disease. OUTCOME MEASURE Potentially avoidable hospitalisation for a mood, anxiety or substance use disorder over a 5-year period. RESULTS More than half (52%) of adults aged 35 years and above with a cardiometabolic disease were physically inactive in their daily lives, and one-third (34%) resided in the least activity-friendly neighbourhoods. The rate of being hospitalised at least once for a comorbid mental disorder averaged 8.1 (95% CI: 7.0 to 9.3) per 1000 person-years of exposure. Individuals who were at least moderately active were half as likely to be hospitalised for a comorbid mental health problem compared with those who were inactive (HR: 0.50 (95% CI: 0.38 to 0.65)). No statistically discernible associations between neighbourhood ALE and hospitalisation risks were found after controlling for individuals' behaviours and characteristics, including in separate models stratified by age group and by sex. CONCLUSIONS The evidence base to support prioritisation of interventions focusing on the built environment favouring mental health-promoting physical activity among higher-risk adults at the population level, independently of individual-level behaviours and characteristics, remains limited.
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Affiliation(s)
- Neeru Gupta
- University of New Brunswick, Fredericton, New Brunswick, Canada
| | | | - Pablo Miah
- University of New Brunswick, Fredericton, New Brunswick, Canada
| | - Tim Takaro
- Simon Fraser University, Burnaby, British Columbia, Canada
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22
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Anyanwu MC, Ohamadike O, Wilson LE, Meernik C, Huang B, Pisu M, Liang M, Previs RA, Joshi A, Ward KC, Tucker T, Schymura MJ, Berchuck A, Akinyemiju T. Race, Affordability and Utilization of Supportive Care in Ovarian Cancer Patients. J Pain Symptom Manage 2022; 64:537-545. [PMID: 36058401 PMCID: PMC10083071 DOI: 10.1016/j.jpainsymman.2022.08.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Revised: 08/12/2022] [Accepted: 08/24/2022] [Indexed: 01/04/2023]
Abstract
OBJECTIVE Lack of access to supportive care (SC) among cancer patients have been well documented. However, the role of affordability in this disparity among ovarian cancer (OC) patients remain poorly understood. METHODS Patients with OC between 2008 and 2015 were identified from the SEER-Medicare dataset. Racial disparities in utilization of SC medications within the six months of OC diagnosis among patients with Medicare Part D coverage was examined. Multivariable log-binomial regression models were used to examine the associations of race, affordability and SC medications after adjusting for clinical covariates among all patients and separately among patients with advanced-stage disease. RESULTS The study cohort included 3697 patients: 86% non-Hispanic White (NHW), 6% non-Hispanic Black (NHB), and 8% Hispanic. In adjusted models, NHB and Hispanic patients were less likely to receive antidepressants compared to NHW patients (NHB: aOR 0.46; 95% CI 0.33-0.63 and Hispanic: aOR 0.79; 95% CI 0.63-0.99). This association persisted for NHB patients with advanced-stage disease (aOR 0.42; 95% CI 0.28-0.62). Patients dual enrolled in Medicaid were more likely to receive antidepressants (overall: aOR 1.34; 95% CI 1.17-1.53 and advanced-stage: aOR 1.29; 95% CI 1.10-1.52). However, patients residing in areas with higher vs. lower proportions of lower educated adults (overall: aOR 0.82; 95% CI 0.70-0.97 and advanced-stage: aOR 0.82; 95% CI 0.68-0.99) were less likely to receive antidepressants. CONCLUSION Black OC patients and those living in lower educated areas were less likely to receive antidepressants as SC. Given the importance of post-primary treatment quality of life for cancer patients, interventions are needed to enhance equitable access to SC.
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Affiliation(s)
- Mercy C Anyanwu
- Department of Internal Medicine (M.C.A.), Pennsylvania Hospital of the University of Pennsylvania, Pennsylvania, USA
| | - Onyinye Ohamadike
- Duke University School of Medicine (O.O.), Durham, North Carolina, USA
| | - Lauren E Wilson
- Department of Population Health Sciences (L.E.W., C.M., A.J., T.A.), Duke University School of Medicine, Durham, North Carolina, USA
| | - Clare Meernik
- Department of Population Health Sciences (L.E.W., C.M., A.J., T.A.), Duke University School of Medicine, Durham, North Carolina, USA
| | - Bin Huang
- Department of Biostatistics and Kentucky Cancer Registry (B.H., T.T.), University of Kentucky, Lexington Kentucky, USA
| | - Maria Pisu
- Division of Preventive Medicine and O'Neal Comprehensive Cancer Center (M.P., M.L.), University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Margaret Liang
- Division of Preventive Medicine and O'Neal Comprehensive Cancer Center (M.P., M.L.), University of Alabama at Birmingham, Birmingham, Alabama, USA; Division of Gynecologic Oncology, Department of Obstetrics and Gynecology (M.L.), University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Rebecca A Previs
- Division of Gynecologic Oncology (R.A.P., A.B.), Duke Cancer Institute, Duke University School of Medicine, Durham North Carolina, USA
| | - Ashwini Joshi
- Department of Population Health Sciences (L.E.W., C.M., A.J., T.A.), Duke University School of Medicine, Durham, North Carolina, USA
| | - Kevin C Ward
- Georgia Cancer Registry (K.C.W.), Emory University, Atlanta Georgia, USA
| | - Tom Tucker
- Department of Biostatistics and Kentucky Cancer Registry (B.H., T.T.), University of Kentucky, Lexington Kentucky, USA
| | - Maria J Schymura
- New York State Cancer Registry, New York State Department of Health (M.J.S.), Albany New York, USA
| | - Andrew Berchuck
- Division of Gynecologic Oncology (R.A.P., A.B.), Duke Cancer Institute, Duke University School of Medicine, Durham North Carolina, USA
| | - Tomi Akinyemiju
- Department of Population Health Sciences (L.E.W., C.M., A.J., T.A.), Duke University School of Medicine, Durham, North Carolina, USA; Duke Cancer Institute, Duke University School of Medicine (T.A.), Durham, North Carolina, USA.
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23
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The effect of the COVID-19 pandemic on prenatal cannabis use by pre-conception depression and anxiety status. JOURNAL OF AFFECTIVE DISORDERS REPORTS 2022; 10:100432. [PMID: 36405770 PMCID: PMC9650486 DOI: 10.1016/j.jadr.2022.100432] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Revised: 10/03/2022] [Accepted: 11/09/2022] [Indexed: 11/13/2022] Open
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24
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Eastwood CA, Southern DA, Khair S, Doktorchik C, Cullen D, Ghali WA, Quan H. Field testing a new ICD coding system: methods and early experiences with ICD-11 Beta Version 2018. BMC Res Notes 2022; 15:343. [DOI: 10.1186/s13104-022-06238-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Accepted: 10/17/2022] [Indexed: 11/09/2022] Open
Abstract
Abstract
Objective
A beta version (2018) of International Classification of Diseases, 11th Revision for MMS (ICD-11), needed testing. Field-testing involves real-world application of the new codes to examine usability. We describe creating a dataset and characterizing the usability of ICD-11 code set by coders. We compare ICD-11 against ICD-10-CA (Canadian modification) and a reference standard dataset of diagnoses. Real-world usability encompasses code selection and time to code a complete inpatient chart using ICD-11 compared with ICD-10-CA.
Methods and results
A random sample of inpatient records previously coded using ICD-10-CA was selected from hospitals in Calgary, Alberta (N = 2896). Nurses examined these charts for conditions and healthcare-related harms. Clinical coders re-coded the same charts using ICD-11 codes. Inter-rater reliability (IRR) and coding time improved with ICD-11 coding experience (23.6 to 9.9 min average per chart). Code structure comparisons and challenges encountered are described. Overall, 86.3% of main condition codes matched. Coder comments regarding duplicate codes, missing codes, code finding issues enabled improvements to the ICD-11 Browser, Coding Tool, and Reference Guide. Training is essential for solid IRR with 17,000 diagnostic categories in the new ICD-11. As countries transition to ICD-11, our coding experiences and methods can inform users for implementation or field testing.
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25
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Howren A, Sayre EC, Choi HK, Avina-Zubieta JA, Shojania K, Park JY, De Vera MA. Onset of depression and anxiety among patients with gout after diagnosis: a population-based incident cohort study. BMC Rheumatol 2022; 6:56. [PMID: 36184626 PMCID: PMC9528093 DOI: 10.1186/s41927-022-00288-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Accepted: 06/17/2022] [Indexed: 11/25/2022] Open
Abstract
Background Gout may be associated with an increased incidence of mental health disorders, however, published findings have been limited and inconsistent. Therefore, our objective was to conduct a population-based cohort study to evaluate the incidence of depression and anxiety after gout diagnosis. Methods We used linked population-based administrative health data in British Columbia, Canada that includes information on demographics, outpatient visits, and inpatient visits from the period of January 1, 1990 to March 31, 2018. We assessed depression and anxiety using validated International Classification of Diseases, 9th and 10th Revision coding algorithms. We applied multivariable Cox proportional hazard models to evaluate incident depression and anxiety among patients with gout in comparison to non-gout controls, adjusting for age, sex, neighbourhood income quintile, residence, comorbidities, and health care utilization. Results We included 157,426 incident cases of gout (60.2% male; mean age 57.1 years) and 157,426 non-gout controls (60.2% male; mean age 56.9 years). The incidence rate of depression among individuals with gout and non-gout controls was 12.9 (95% confidence interval [CI] 12.7–13.2) and 11.1 (95% CI 10.9–11.4) per 1000 person-years, respectively. The incidence rate of anxiety for those with gout was 5.4 (95% CI 5.3–5.5) per 1000 person-years and for non-gout controls was 4.6 (95% CI 4.4–4.7) per 1000 person-years. Individuals with gout had an increased onset of depression (adjusted hazard ratio [aHR], 1.08; 95% CI 1.05–1.11) and anxiety (aHR, 1.10; 95% CI 1.05–1.14) compared to non-gout controls. Conclusion Our population-based study shows an increased incidence of depression and anxiety following gout diagnosis in comparison to non-gout controls. Findings suggest the importance of considering psychiatric impacts in addition to the physical impacts of gout. Supplementary Information The online version contains supplementary material available at 10.1186/s41927-022-00288-6.
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Affiliation(s)
- Alyssa Howren
- Faculty of Pharmaceutical Sciences, University of British Columbia, 2405 Wesbrook Mall, Vancouver, BC, V6T 1Z3, Canada.,Collaboration for Outcomes Research and Evaluation, Vancouver, BC, Canada.,Arthritis Research Canada, Vancouver, BC, Canada
| | - Eric C Sayre
- Arthritis Research Canada, Vancouver, BC, Canada
| | - Hyon K Choi
- Arthritis Research Canada, Vancouver, BC, Canada.,Division of Rheumatology, Allergy and Immunology, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - J Antonio Avina-Zubieta
- Arthritis Research Canada, Vancouver, BC, Canada.,Division of Rheumatology, Department of Medicine, University of British Columbia Faculty of Medicine, Vancouver, BC, Canada
| | - Kam Shojania
- Arthritis Research Canada, Vancouver, BC, Canada.,Division of Rheumatology, Department of Medicine, University of British Columbia Faculty of Medicine, Vancouver, BC, Canada.,Centre for Health Evaluation and Outcome Science, Vancouver, BC, Canada
| | - Jamie Y Park
- Faculty of Pharmaceutical Sciences, University of British Columbia, 2405 Wesbrook Mall, Vancouver, BC, V6T 1Z3, Canada.,Collaboration for Outcomes Research and Evaluation, Vancouver, BC, Canada.,Arthritis Research Canada, Vancouver, BC, Canada
| | - Mary A De Vera
- Faculty of Pharmaceutical Sciences, University of British Columbia, 2405 Wesbrook Mall, Vancouver, BC, V6T 1Z3, Canada. .,Collaboration for Outcomes Research and Evaluation, Vancouver, BC, Canada. .,Arthritis Research Canada, Vancouver, BC, Canada. .,Centre for Health Evaluation and Outcome Science, Vancouver, BC, Canada.
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Chang JC, Costenbader KH. Hydroxychloroquine and immunosuppressant adherence patterns and their association with subsequent hospitalization rates among children with systemic lupus erythematosus. Semin Arthritis Rheum 2022; 56:152042. [PMID: 35738041 PMCID: PMC9724699 DOI: 10.1016/j.semarthrit.2022.152042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Revised: 05/11/2022] [Accepted: 06/02/2022] [Indexed: 11/28/2022]
Abstract
OBJECTIVES Using a representative sample of children with systemic lupus erythematosus (SLE) in the United States, we characterized prescription claim-based hydroxychloroquine and immunosuppressant adherence estimates and evaluated their concurrent and predictive validity. METHODS We identified children ages 5-18 with SLE in the Truven Health MarketScan® Commercial and Medicaid claims databases (2013-2018). Among new users of hydroxychloroquine and immunosuppressant medications, we calculated proportion of days covered (PDC) over 365 days to estimate adherence by user group (mycophenolate, azathioprine, methotrexate, and any immunosuppressant use). Agreement between adherence estimates was evaluated with intraclass correlation coefficients (ICC) and kappa statistics. Separate negative binomial regression models were used to estimate associations between (a) hydroxychloroquine, (b) immunosuppressant, or (c) concurrent immunosuppressant/hydroxychloroquine non-adherence and subsequent hospitalizations, adjusted for baseline demographics, disease severity, and healthcare utilization. RESULTS Among 423 new hydroxychloroquine/immunosuppressant users, 63% were Medicaid recipients. Sufficient adherence (PDC≥80%) ranged from 33 to 45% for immunosuppressants vs. 51-52% for hydroxychloroquine. Agreement between hydroxychloroquine and immunosuppressant adherence was modest overall, but better for mycophenolate (ICC 0.55) than methotrexate (0.27). Hydroxychloroquine non-adherence was associated with a 2.9-fold higher incidence of subsequent hospitalizations (95% CI [1.2-7.1]), whereas immunosuppressant and concurrent non-adherence were associated with 5.9 [2.4-14.6] and 5.6-fold [2.0-15.5] increased incidence, respectively. Use of concurrent adherence improved upon estimation of hospitalization risk compared to hydroxychloroquine adherence, but not immunosuppressant adherence alone. CONCLUSIONS Hydroxychloroquine adherence is an imperfect proxy for adherence to other lupus medications among children with SLE, and therefore assessing immunosuppressant adherence concurrently adds value to hydroxychloroquine adherence assessments. Prescription claims-based immunosuppressant adherence measures are predictive of acute care utilization and may inform population management strategies.
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Affiliation(s)
- Joyce C Chang
- Center for Pediatric Clinical Effectiveness, The Children's Hospital of Philadelphia Research Institute, 2716 South St, Philadelphia, PA 19146, United States; Division of Immunology, Boston Children's Hospital and Harvard Medical School, 300 Longwood Ave, Boston, MA 02115, United States; Department of Pediatrics, Perelman School of Medicine at the University of Pennsylvania, 3400 Civic Center Blvd, Philadelphia, PA 19104, United States.
| | - Karen H Costenbader
- Division of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, 75 Francis St, Boston, MA 02115, United States; Department of Medicine, Harvard Medical School, 25 Shattuck St, Boston, MA 02115, United States
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27
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Whitney DG. 5-year risk of “adult-onset” chronic diseases during childhood and adolescent transitioning for individuals with cerebral palsy. Prev Med Rep 2022; 29:101933. [PMID: 35928595 PMCID: PMC9344024 DOI: 10.1016/j.pmedr.2022.101933] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Revised: 07/18/2022] [Accepted: 07/26/2022] [Indexed: 12/01/2022] Open
Abstract
“Adult-onset” chronic diseases may begin in childhood for individuals with CP. 5-year disease risk was < 64.3-fold higher for < 1–13 year olds with vs without CP. 5-year chronic disease risks were elevated for CP across all developmental stages. Patient factors impacted disease risk variably for children with CP. Findings may inform when to implement prevention efforts and who is more at-risk.
Epidemiologic evidence documenting risk of chronic diseases as children with cerebral palsy age throughout growth is lacking to inform prevention strategies. The objective was to characterize the 5-year risk of chronic diseases that are typically associated with advanced aging among < 1–13 year olds with cerebral palsy and effects by patient-level factors. This retrospective cohort study used nationwide commercial administrative claims from 01/01/2001–12/31/2018 from children < 1–13 years old with ≥ 5 years of mostly continuous insurance enrollment. The 5-year risk of chronic diseases was examined for the entire cohort with and without cerebral palsy and then by baseline age group (<1–2, 3–5, 6–8, 9–11, 12–13 years old), including cardiorespiratory, metabolic, kidney, and liver diseases, cancer, depression, and osteoarthritis. For cerebral palsy, the association between 5-year chronic disease rate and patient-level factors was assessed using Cox regression. Children with (n = 5,559) vs without (n = 2.3 million) cerebral palsy had a higher 5-year risk of all chronic diseases when comparing the entire cohorts (relative risk, 1.19 to 64.26, all P < 0.05) and most chronic diseases when comparing cohorts for each age group. Among children with cerebral palsy, there were effects by gender, co-occurring intellectual disabilities and/or epilepsy, and wheelchair use for some chronic diseases, which can help to identify at-risk children. This study provides novel epidemiologic evidence of 5-year risk of “adult-onset” chronic diseases for children with cerebral palsy during important developmental stages, and associated patient-level factors (to enhance clinical detection). Findings may inform when to implement prevention strategies and who may be more at risk.
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28
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Schüttig W, Flemming R, Mosler CH, Leve V, Reddemann O, Schultz A, Brua E, Brittner M, Meyer F, Pollmanns J, Martin J, Czihal T, von Stillfried D, Wilm S, Sundmacher L. Development of indicators to assess quality and patient pathways in interdisciplinary care for patients with 14 ambulatory-care-sensitive conditions in Germany. BMC Health Serv Res 2022; 22:1015. [PMID: 35945585 PMCID: PMC9364554 DOI: 10.1186/s12913-022-08327-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2021] [Accepted: 07/13/2022] [Indexed: 08/22/2023] Open
Abstract
BACKGROUND In settings like the ambulatory care sector in Germany, where data on the outcomes of interdisciplinary health services provided by multiple office-based physicians are not always readily available, our study aims to develop a set of indicators of health care quality and utilization for 14 groups of ambulatory-care-sensitive conditions based on routine data. These may improve the provision of health care by informing discussions in quality circles and other meetings of networks of physicians who share the same patients. METHODS Our set of indicators was developed as part of the larger Accountable Care in Deutschland (ACD) project using a pragmatic consensus approach. The six stages of the approach drew upon a review of the literature; the expertise of physicians, health services researchers, and representatives of physician associations and statutory health insurers; and the results of a pilot study with six informal network meetings of office-based physicians who share the same patients. RESULTS The process resulted in a set of 248 general and disease specific indicators for 14 disease groups. The set provides information on the quality of care provided and on patient pathways, covering patient characteristics, physician visits, ambulatory care processes, pharmaceutical prescriptions and outcome indicators. The disease groups with the most indicators were ischemic heart diseases, diabetes and heart failure. CONCLUSION Our set of indicators provides useful information on patients' health care use, health care processes and health outcomes for 14 commonly treated groups of ambulatory-care-sensitive conditions. This information can inform discussions in interdisciplinary quality circles in the ambulatory sector and foster patient-centered care.
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Affiliation(s)
- Wiebke Schüttig
- Chair of Health Economics, Technical University of Munich, Georg-Brauchle-Ring 60/62, 80992, Munich, Germany. .,Department for Health Services Management, Ludwig-Maximilian-University Munich, Munich, Germany.
| | - Ronja Flemming
- Chair of Health Economics, Technical University of Munich, Georg-Brauchle-Ring 60/62, 80992, Munich, Germany.,Department for Health Services Management, Ludwig-Maximilian-University Munich, Munich, Germany
| | - Christiane Höhling Mosler
- AOK Health Insurance Rhineland / Hamburg, Kasernenstraße 61, 40213, Duesseldorf, Germany.,University Hospital Düsseldorf, Office of Quality Management and Patient Safety, Moorenstr. 5, 40225, Duesseldorf, Germany
| | - Verena Leve
- Institute of General Practice (ifam), Centre for Health and Society (chs), Medical Faculty, Heinrich Heine University Düsseldorf, Moorenstr. 5, 40225, Düsseldorf, Germany
| | - Olaf Reddemann
- Institute of General Practice (ifam), Centre for Health and Society (chs), Medical Faculty, Heinrich Heine University Düsseldorf, Moorenstr. 5, 40225, Düsseldorf, Germany
| | - Annemarie Schultz
- Regional Association of Statutory Health Insurance Physicians Hamburg, Humboldtstraße 56, 22083, Hamburg, Germany
| | - Emmanuelle Brua
- Regional Association of Statutory Health Insurance Physicians Hamburg, Humboldtstraße 56, 22083, Hamburg, Germany
| | - Matthias Brittner
- Regional Association of Statutory Health Insurance Physicians Westphalia Lip, Robert-Schimrigk-Straße 4-6, 44141, Dortmund, Germany
| | - Frank Meyer
- Regional Association of Statutory Health Insurance Physicians Westphalia Lip, Robert-Schimrigk-Straße 4-6, 44141, Dortmund, Germany
| | - Johannes Pollmanns
- Regional Association of Statutory Health Insurance Physicians North Rhine, Tersteegenstraße 9, 40474, Duesseldorf, Germany
| | - Johnannes Martin
- Regional Association of Statutory Health Insurance Physicians North Rhine, Tersteegenstraße 9, 40474, Duesseldorf, Germany
| | - Thomas Czihal
- Zentralinstitut für die Kassenärztliche Versorgung in der Bundesrepublik Deutschland, Salzufer 8, 10587, Berlin, Germany
| | - Dominik von Stillfried
- Zentralinstitut für die Kassenärztliche Versorgung in der Bundesrepublik Deutschland, Salzufer 8, 10587, Berlin, Germany
| | - Stefan Wilm
- Institute of General Practice (ifam), Centre for Health and Society (chs), Medical Faculty, Heinrich Heine University Düsseldorf, Moorenstr. 5, 40225, Düsseldorf, Germany
| | - Leonie Sundmacher
- Chair of Health Economics, Technical University of Munich, Georg-Brauchle-Ring 60/62, 80992, Munich, Germany.,Department for Health Services Management, Ludwig-Maximilian-University Munich, Munich, Germany
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Adu MK, Shalaby R, Chue P, Agyapong VIO. Repetitive Transcranial Magnetic Stimulation for the Treatment of Resistant Depression: A Scoping Review. Behav Sci (Basel) 2022; 12:bs12060195. [PMID: 35735405 PMCID: PMC9220129 DOI: 10.3390/bs12060195] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2022] [Revised: 06/07/2022] [Accepted: 06/13/2022] [Indexed: 12/28/2022] Open
Abstract
Treatment-resistant depression (TRD) is associated with significant disability, and due to its high prevalence, it results in a substantive socio-economic burden at a global level. TRD is the inability to accomplish and/or achieve remission after an adequate trial of antidepressant treatments. Studies comparing repetitive transcranial magnetic stimulation (rTMS) with electroconvulsive therapy (ECT) and pharmacotherapy have revealed evidence of the therapeutic efficacy of rTMS in TRD. These findings suggest a crucial role for rTMS in the management of TRD. This article aims to conduct a comprehensive scoping review of the current literature concerning the use of rTMS and its therapeutic efficacy as a treatment modality for TRD. PubMed, PsycINFO, Medline, Embase, and Cinahl were used to identify important articles on rTMS for TRD. The search strategy was limited to English articles within the last five years of data publication. Articles were included if they reported on a completed randomized controlled trial (RCT) of rTMS intervention for TRD. The exclusion criteria involved studies with rTMS for the treatment of conditions other than TRD, and study and experimental protocols of rTMS on TRD. In total, 17 studies were eligible for inclusion in this review. The search strategy spanned studies published in the last five years, to the date of the data search (14 February 2022). The regional breakdown of the extracted studies was North American (n = 9), European (n = 5), Asian (n = 2) and Australian (n = 1). The applied frequencies of rTMS ranged from 5 Hz to 50 Hz, with stimulation intensities ranging from 80% MT to 120% MT. Overall, 16 out of the 17 studies suggested that rTMS treatment was effective, safe and tolerated in TRD. For patients with TRD, rTMS appears to provide significant benefits through the reduction of depressive symptoms, and while there is progressive evidence in support of the same, more research is needed in order to define standardized protocols of rTMS application in terms of localization, frequency, intensity, and pulse parameters.
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Affiliation(s)
- Medard Kofi Adu
- Department of Psychiatry, Faculty of Medicine and Dentistry, University of Alberta, 1E1 Walter Mackenzie Health Sciences Centre (WMC), 8440 112 St NW, Edmonton, AB T6G 2B7, Canada; (R.S.); (P.C.); (V.I.O.A.)
- Correspondence:
| | - Reham Shalaby
- Department of Psychiatry, Faculty of Medicine and Dentistry, University of Alberta, 1E1 Walter Mackenzie Health Sciences Centre (WMC), 8440 112 St NW, Edmonton, AB T6G 2B7, Canada; (R.S.); (P.C.); (V.I.O.A.)
| | - Pierre Chue
- Department of Psychiatry, Faculty of Medicine and Dentistry, University of Alberta, 1E1 Walter Mackenzie Health Sciences Centre (WMC), 8440 112 St NW, Edmonton, AB T6G 2B7, Canada; (R.S.); (P.C.); (V.I.O.A.)
| | - Vincent I. O. Agyapong
- Department of Psychiatry, Faculty of Medicine and Dentistry, University of Alberta, 1E1 Walter Mackenzie Health Sciences Centre (WMC), 8440 112 St NW, Edmonton, AB T6G 2B7, Canada; (R.S.); (P.C.); (V.I.O.A.)
- Department of Psychiatry, Dalhousie University, Halifax, NS B3H 4R2, Canada
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Estimating prevalence of child and youth mental disorder and mental health-related service contacts: a comparison of survey data and linked administrative health data. Epidemiol Psychiatr Sci 2022; 31:e35. [PMID: 35586920 PMCID: PMC9121846 DOI: 10.1017/s204579602200018x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
AIMS Prevalence estimates of child and youth mental disorder and mental health-related service contacts are needed for policy formulation, research, advocacy and resource allocation. Our aim is to compare prevalence estimates of child and youth mental disorder and mental health-related service contacts derived from general population survey data v. linked administrative health data. METHODS Provincially representative 2014 Ontario Child Health Study data were linked to administrative health records for 5563 children and youth aged 4-17 in Ontario. Emotional disorders (mood and anxiety) and attention-deficit/hyperactivity disorder were assessed using a standardised diagnostic interview in the survey and using diagnostic codes in administrative health data. Physician-based mental health-related service contacts were assessed using parent self-reports from the survey and administrative data related to mental health-related diagnostic codes. Prevalence estimates were calculated and compared based on one-sample z-tests and ratios of survey data to administrative data-based prevalence. Sensitivity, specificity and agreement between classifications were compared using κ. Prevalence estimates were calculated by age, sex and geography sub-groups and consistent group differences across data source were counted. RESULTS Disorder prevalence and service contact estimates were significantly higher in survey data in all cases, except for mood disorder. Ratios of survey data to administrative data-based prevalence varied, ranging from 0.80 (mood) to 11.01 (attention-deficit/hyperactivity disorder). Specificity was high (0.98-1.00), sensitivity was low (0.07-0.41) and agreement ranged from slight (κ = 0.13) to moderate (κ = 0.46). Out of 18 sub-group difference comparisons, half were non-significant in either data source. In the remaining nine comparisons, the only significant differences between groups that were consistent across data source were for sex-based differences (attention-deficit/hyperactivity disorder and service contacts). There were no consistent age- or geography-based differences in prevalence across data sources. CONCLUSIONS Our findings suggest that conclusions drawn about prevalence, service contacts and sub-group differences in these estimates are dependent on data source. Further research is needed to understand who and what is being captured by each source. Researchers should conduct data linkage where possible to access and compare multiple sources of information.
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Howren A, Sayre EC, Cheng V, Oveisi N, McTaggart-Cowan H, Peacock S, De Vera MA. Risk of Anxiety and Depression after Diagnosis of Young-Onset Colorectal Cancer: A Population-Based Cohort Study. Curr Oncol 2022; 29:3072-3081. [PMID: 35621639 PMCID: PMC9140150 DOI: 10.3390/curroncol29050249] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Revised: 04/15/2022] [Accepted: 04/20/2022] [Indexed: 11/25/2022] Open
Abstract
Given the increasing incidence of young-onset colorectal cancer (yCRC; <50 years), we aimed to evaluate the risk of depression and anxiety in individuals with yCRC in comparison to average-age-onset CRC (aCRC; ≥50 years) and to cancer-free controls, with stratification by sex. Our cohort study identified individuals (≥18 years) with CRC and cancer-free controls (10:1) matched on age and sex using population-based linked administrative health databases in British Columbia, Canada. We assessed depression and anxiety using validated algorithms. We evaluated the risk of depression and anxiety using multivariable Cox proportional hazard models. The cohort included 54,634 individuals with CRC (46.5% female, mean age 67.9 years) and 546,340 controls (46.5% female, mean age 67.9 years). Those with yCRC as compared to aCRC had an increased risk for depression (adjusted hazard ratio [aHR] 1.41; 95% confidence interval [CI] 1.25 to 1.60), and when stratified by sex, the risk was only significant among males (aHR 1.76; 95% CI 1.48 to 2.10). When comparing individuals with yCRC to cancer-free controls, the overall risk of depression (aHR 1.00; 95% CI 0.92 to 1.10) and anxiety (aHR 1.10; 95% CI 0.95 to 1.27) was non-significant; however, males had a significantly higher risk for mental health disorders, specifically depression (aHR 1.17; 95% CI 1.03 to 1.33). Altogether, our findings that individuals with yCRC experience higher risk of depression compared to those with aCRC as well as cancer-free controls, particularly among males, suggest effects of age and sex on mental health outcomes.
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Affiliation(s)
- Alyssa Howren
- Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, BC V6T 1Z3, Canada; (A.H.); (V.C.); (N.O.)
- Collaboration for Outcomes Research and Evaluation, Vancouver, BC V6T 1Z3, Canada
- Arthritis Research Canada, Vancouver, BC V5Y 3P2, Canada;
| | - Eric C. Sayre
- Arthritis Research Canada, Vancouver, BC V5Y 3P2, Canada;
| | - Vicki Cheng
- Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, BC V6T 1Z3, Canada; (A.H.); (V.C.); (N.O.)
- Collaboration for Outcomes Research and Evaluation, Vancouver, BC V6T 1Z3, Canada
| | - Niki Oveisi
- Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, BC V6T 1Z3, Canada; (A.H.); (V.C.); (N.O.)
- Collaboration for Outcomes Research and Evaluation, Vancouver, BC V6T 1Z3, Canada
| | - Helen McTaggart-Cowan
- BC Cancer, Vancouver, BC V5Z 4E6, Canada; (H.M.-C.); (S.P.)
- Faculty of Health Sciences, Simon Fraser University, Burnaby, BC V5A 1S6, Canada
| | - Stuart Peacock
- BC Cancer, Vancouver, BC V5Z 4E6, Canada; (H.M.-C.); (S.P.)
- Faculty of Health Sciences, Simon Fraser University, Burnaby, BC V5A 1S6, Canada
| | - Mary A. De Vera
- Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, BC V6T 1Z3, Canada; (A.H.); (V.C.); (N.O.)
- Collaboration for Outcomes Research and Evaluation, Vancouver, BC V6T 1Z3, Canada
- Arthritis Research Canada, Vancouver, BC V5Y 3P2, Canada;
- Centre for Health Evaluation and Outcome Sciences, Vancouver, BC V6Z IY6, Canada
- Correspondence: ; Tel.: +1-604-827-2138
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Qureshi AI, Baskett WI, Huang W, Naqvi SH, Shyu CR. New Onset Dementia Among Survivors of Pneumonia Associated with Severe Acute Respiratory Syndrome Coronavirus 2 Infection. Open Forum Infect Dis 2022; 9:ofac115. [PMID: 35350170 PMCID: PMC8903511 DOI: 10.1093/ofid/ofac115] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Accepted: 03/04/2022] [Indexed: 01/08/2023] Open
Abstract
Background Case series without control groups suggest that severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection may result in cognitive deficits and dementia in the postinfectious period. Methods Adult pneumonia patients with SARS-CoV-2 infection (index hospitalization) and age-, gender-, and race/ethnicity-matched contemporary control pneumonia patients without SARS-CoV-2 infection were identified from 110 healthcare facilities in United States. The risk of new diagnosis of dementia following >30 days after the index hospitalization event without any previous history of dementia was identified using logistic regression analysis to adjust for potential confounders. Results Among 10 403 patients with pneumonia associated with SARS-CoV-2 infection, 312 patients (3% [95% confidence interval {CI}, 2.7%–3.4%]) developed new-onset dementia over a median period of 182 days (quartile 1 = 113 days, quartile 3 = 277 days). After adjustment for age, gender, race/ethnicity, hypertension, diabetes mellitus, hyperlipidemia, nicotine dependence/tobacco use, alcohol use/abuse, atrial fibrillation, previous stroke, and congestive heart failure, the risk of new-onset dementia was significantly higher with pneumonia associated with SARS-CoV-2 infection compared with pneumonia unrelated to SARS-CoV-2 infection (odds ratio [OR], 1.3 [95% CI, 1.1–1.5]). The association remained significant after further adjustment for occurrence of stroke, septic shock, and intubation/mechanical ventilation during index hospitalization (OR, 1.3 [95% CI, 1.1–1.5]). Conclusions Approximately 3% of patients with pneumonia associated with SARS-CoV-2 infection developed new-onset dementia, which was significantly higher than the rate seen with other pneumonias.
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Affiliation(s)
- Adnan I Qureshi
- Department of Neurology, University of Missouri, Columbia, MO, USA
| | - William I Baskett
- Institute for Data Science and Informatics, University of Missouri, Columbia, MO, USA
| | - Wei Huang
- Department of Neurology, University of Missouri, Columbia, MO, USA
| | - S Hasan Naqvi
- Department of Medicine, University of Missouri, Columbia, MO, USA
| | - Chi-Ren Shyu
- Institute for Data Science and Informatics, University of Missouri, Columbia, MO, USA
- Department of Medicine, University of Missouri, Columbia, MO, USA
- Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO, USA
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Peterson MD, Lin P, Kamdar N, Marsack-Topolewski CN, Mahmoudi E. Physical and Mental Health Comorbidities Among Adults With Multiple Sclerosis. Mayo Clin Proc Innov Qual Outcomes 2022; 6:55-68. [PMID: 35005438 PMCID: PMC8715377 DOI: 10.1016/j.mayocpiqo.2021.11.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
OBJECTIVE To compare the incidence of and adjusted hazard ratios for common cardiometabolic diseases, musculoskeletal disorders, and psychological morbidities among adults with and without multiple sclerosis (MS). PATIENTS AND METHODS Beneficiaries were included if they had an International Classification of Diseases, Ninth Revision, Clinical Modification diagnostic code for MS (n=9815) from a national private insurance claims database (Clinformatics Data Mart; OptumInsight). Adults without MS were also included (n=1,474,232) as a control group. Incidence estimates of common cardiometabolic diseases, musculoskeletal disorders, and psychological morbidities were compared at 5 years of continuous enrollment. Survival models were used to quantify unadjusted and adjusted hazard ratios for incident morbidities. RESULTS Adults with MS had a higher incidence of any common cardiometabolic disease (51.6% [2663 of 5164] vs 36.4% [328,690 of 904,227]), musculoskeletal disorder (68.8% [3411 of 4959] vs 47.5% [512,422 of 1,077,737]), and psychological morbidity (49.4% [3305 of 6691] vs 30.8% [380,893 of 1,235,388]) than adults without MS, and differences were clinically meaningful (all P<.001). Fully adjusted survival models revealed that adults with MS had a greater risk for any (hazard ratio [HR], 1.37; 95% CI, 1.32 to 1.43) and all (HR, 1.19 to 1.48) common cardiometabolic diseases, any (HR, 1.59; 95% CI, 1.53 to 1.64) and all (HR, 1.22 to 2.77) musculoskeletal disorders, and any (HR, 1.57; 95% CI, 1.51 to 1.62) and all (HR, 1.20 to 2.51) but one (impulse control disorders) psychological morbidity. CONCLUSION Adults with MS have a significantly higher risk for development of common cardiometabolic diseases, musculoskeletal disorders, and psychological morbidities (all P<.001) than adults without MS. Efforts are needed to facilitate the development of improved clinical screening algorithms and early interventions to reduce risk of chronic physical and mental disease onset/progression in this higher risk population.
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Affiliation(s)
- Mark D. Peterson
- Department of Physical Medicine and Rehabilitation
- Institute for Healthcare Policy and Innovation
| | - Paul Lin
- Institute for Healthcare Policy and Innovation
| | - Neil Kamdar
- Institute for Healthcare Policy and Innovation
- Department of Obstetrics and Gynecology
- Department of Emergency Medicine
- Department of Surgery
| | | | - Elham Mahmoudi
- Institute for Healthcare Policy and Innovation
- Department of Family Medicine, Michigan Medicine, University of Michigan, Ann Arbor
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Psychological morbidity following spinal cord injury and among those without spinal cord injury: the impact of chronic centralized and neuropathic pain. Spinal Cord 2022; 60:163-169. [PMID: 35058578 PMCID: PMC8828667 DOI: 10.1038/s41393-021-00731-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Revised: 11/19/2021] [Accepted: 11/23/2021] [Indexed: 12/28/2022]
Abstract
Study Design: Longitudinal cohort study of privately-insured beneficiaries with and without traumatic spinal cord injury (SCI). Objectives: Compare the incidence of and adjusted hazards for psychological morbidities among adults with and without traumatic SCI, and examine the effect of chronic centralized and neuropathic pain on outcomes. Setting: Privately-insured beneficiaries were included if they had an ICD-9-CM diagnostic code for traumatic SCI (n=9,081). Adults without SCI were also included (n=1,474,232). Methods: Incidence of common psychological morbidities were compared at 5-years of enrollment. Survival models were used to quantify unadjusted and adjusted hazard ratios for incident psychological morbidities. Results: Adults with SCI had a higher incidence of any psychological morbidity (59.1% vs. 30.9%) as compared to adults without SCI, and differences were to a clinically meaningful extent. Survival models demonstrated that adults with SCI had a greater hazard for any psychological morbidity (HR: 1.67; 95%CI: 1.61, 1.74), and all but one psychological disorder (impulse control disorders), and ranged from HR: 1.31 (1.24, 1.39) for insomnia to HR: 2.10 (1.77, 2.49) for post-traumatic stress disorder. Centralized and neuropathic pain was associated with all psychological disorders, and ranged from HR: 1.31 (1.23, 1.39) for dementia to HR: 3.83 (3.10, 3.68) for anxiety. Conclusions: Adults with SCI have a higher incidence of and risk for common psychological morbidities, as compared to adults without SCI. Efforts are needed to facilitate the development of early interventions to reduce risk of chronic centralized and neuropathic pain and psychological morbidity onset/progression in this higher risk population.
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Aretz B. The short- and long-term effects of the Great Recession on late-life depression in Europe: The role of area deprivation. Soc Sci Med 2022; 294:114697. [PMID: 35030399 DOI: 10.1016/j.socscimed.2021.114697] [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: 10/05/2021] [Revised: 12/01/2021] [Accepted: 12/28/2021] [Indexed: 12/01/2022]
Abstract
INTRODUCTION The prevalence of depression increases in times of economic crises. Less is known about whether people living in advantaged or disadvantaged areas suffer equally from negative effects of crisis. OBJECTIVE To explore the role of area deprivation on the short- and long-term effects of the Great Recession in Europe on late-life depression. METHODS Individual panel data from Austria, Belgium, Denmark, France, Germany, Italy, Spain, Sweden, Switzerland of the SHARE (age 50+, n = 6866) between 2004 and 2017 were used. Late-life depression (LLD) was measured by the EURO-D scale (4+ symptoms). Area deprivation was assessed by a country-specific z-standardized scale measuring perceived access to various services and quality of the social and built environment. Quarterly country-level GDP and yearly unemployment data were explored to define country-specific durations of the Great Recession. Individual fixed effects panel regressions were estimated controlling for time-varying socioeconomic and health-related confounders. RESULTS Prevalence and incidence of late-life depression was generally higher in deprived than in non-deprived areas, and these differences in prevalence and incidence increased during the Great Recession. Regressions showed that the Great Recession was related to a 23% higher long-term risk of late-life depression (OR: 1.23, CI: 1.05-1.44) for all study participants. In the short-term of the Great Recession, people from deprived areas had a 22% higher risk of late-life depression (OR: 1.22, CI: 1.02-1.46) than people from non-deprived areas. CONCLUSION The findings suggest that older adults exposed to adverse area determinants suffer more from the negative short-term effects of a severe economic crisis on depression and mental health inequalities may have increased between people living in deprived versus non-deprived areas. This potential increase in mental health inequalities warrants particular attention for those people living in deprived areas.
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Affiliation(s)
- Benjamin Aretz
- Department of Demography, Faculty of Spatial Sciences, University of Groningen, Groningen, the Netherlands; Institute of Sociology and Demography, University of Rostock, Rostock, Germany.
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Lai FTT, Mercer SW, Guthrie B, Yip BHK, Chung GKK, Zou D, Lee KP, Chau PYK, Chung RY, Wong ELY, Yeoh EK, Wong SYS. Sociodemographic moderation of the association between depression and stroke incidence in a retrospective cohort of 0.4 million primary care recipients with hypertension. Psychol Med 2022; 52:283-291. [PMID: 32524935 DOI: 10.1017/s0033291720001920] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
BACKGROUND Previous research has suggested an association between depression and subsequent acute stroke incidence, but few studies have examined any effect modification by sociodemographic factors. In addition, no studies have investigated this association among primary care recipients with hypertension. METHODS We examined the anonymized records of all public general outpatient visits by patients aged 45+ during January 2007-December 2010 in Hong Kong to extract primary care patients with hypertension for analysis. We took the last consultation date as the baseline and followed them up for 4 years (until 2011-2014) to observe any subsequent acute hospitalization due to stroke. Mixed-effects Cox models (random intercept across 74 included clinics) were implemented to examine the association between depression (ICPC diagnosis or anti-depressant prescription) at baseline and the hazard of acute stroke (ICD-9: 430-437.9). Effect modification by age, sex, and recipient status of social security assistance was examined in extended models with respective interaction terms specified. RESULTS In total, 396 858 eligible patients were included, with 9099 (2.3%) having depression, and 10 851 (2.7%) eventually hospitalized for stroke. From the adjusted analysis, baseline depression was associated with a 17% increased hazard of acute stroke hospitalization [95% confidence interval (CI) 1.03-1.32]. This association was suggested to be even stronger among men than among women (hazard ratio = 1.29, 95% CI 1.00-1.67). CONCLUSION Depression is more strongly associated with acute stroke incidence among male than female primary care patients with hypertension. More integrated services are warranted to address their needs.
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Affiliation(s)
- Francisco T T Lai
- The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, New Territories, Hong Kong, People's Republic of China
| | - Stewart W Mercer
- Usher Institute, The University of Edinburgh, Edinburgh, Scotland, UK
| | - Bruce Guthrie
- Usher Institute, The University of Edinburgh, Edinburgh, Scotland, UK
| | - Benjamin H K Yip
- The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, New Territories, Hong Kong, People's Republic of China
| | - Gary K K Chung
- The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, New Territories, Hong Kong, People's Republic of China
| | - Dan Zou
- The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, New Territories, Hong Kong, People's Republic of China
| | - Kam-Pui Lee
- The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, New Territories, Hong Kong, People's Republic of China
| | - Patsy Y K Chau
- The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, New Territories, Hong Kong, People's Republic of China
| | - Roger Y Chung
- The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, New Territories, Hong Kong, People's Republic of China
| | - Eliza L Y Wong
- The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, New Territories, Hong Kong, People's Republic of China
| | - Eng-Kiong Yeoh
- The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, New Territories, Hong Kong, People's Republic of China
| | - Samuel Y S Wong
- The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, New Territories, Hong Kong, People's Republic of China
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Pena-Gralle APB, Talbot D, Trudel X, Aubé K, Lesage A, Lauzier S, Milot A, Brisson C. Validation of case definitions of depression derived from administrative data against the CIDI-SF as reference standard: results from the PROspective Québec (PROQ) study. BMC Psychiatry 2021; 21:491. [PMID: 34620134 PMCID: PMC8496029 DOI: 10.1186/s12888-021-03501-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Accepted: 09/24/2021] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Administrative data have several advantages over questionnaire and interview data to identify cases of depression: they are usually inexpensive, available for a long period of time and are less subject to recall bias and differential classification errors. However, the validity of administrative data in the correct identification of depression has not yet been studied in general populations. The present study aimed to 1) evaluate the sensitivity and specificity of administrative cases of depression using the validated Composite International Diagnostic Interview - Short Form (CIDI-SF) as reference standard and 2) compare the known-groups validity between administrative and CIDI-SF cases of depression. METHODS The 5487 participants seen at the last wave (2015-2018) of the PROQ cohort had CIDI-SF questionnaire data linked to hospitalization and medical reimbursement data provided by the provincial universal healthcare provider and coded using the International Classification of Disease. We analyzed the sensitivity and specificity of several case definitions of depression from this administrative data. Their association with known predictors of depression was estimated using robust Poisson regression models. RESULTS Administrative cases of depression showed high specificity (≥ 96%), low sensitivity (19-32%), and rather low agreement (Cohen's kappa of 0.21-0.25) compared with the CIDI-SF. These results were consistent over strata of sex, age and education level and with varying case definitions. In known-groups analysis, the administrative cases of depression were comparable to that of CIDI-SF cases (RR for sex: 1.80 vs 2.03 respectively, age: 1.53 vs 1.40, education: 1.52 vs 1.28, psychological distress: 2.21 vs 2.65). CONCLUSION The results obtained in this large sample of a general population suggest that the dimensions of depression captured by administrative data and by the CIDI-SF are partially distinct. However, their known-groups validity in relation to risk factors for depression was similar to that of CIDI-SF cases. We suggest that neither of these data sources is superior to the other in the context of large epidemiological studies aiming to identify and quantify risk factors for depression.
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Affiliation(s)
- Ana Paula Bruno Pena-Gralle
- CHU de Québec Research Center, Population Health and Optimal Health Practices Unit, Québec, QC, Canada. .,Faculty of Medicine, Laval University, Québec, QC, Canada.
| | - Denis Talbot
- grid.411081.d0000 0000 9471 1794CHU de Québec Research Center, Population Health and Optimal Health Practices Unit, Québec, QC Canada ,grid.23856.3a0000 0004 1936 8390Faculty of Medicine, Laval University, Québec, QC Canada
| | - Xavier Trudel
- grid.411081.d0000 0000 9471 1794CHU de Québec Research Center, Population Health and Optimal Health Practices Unit, Québec, QC Canada ,grid.23856.3a0000 0004 1936 8390Faculty of Medicine, Laval University, Québec, QC Canada
| | - Karine Aubé
- grid.411081.d0000 0000 9471 1794CHU de Québec Research Center, Population Health and Optimal Health Practices Unit, Québec, QC Canada ,grid.23856.3a0000 0004 1936 8390Faculty of Medicine, Laval University, Québec, QC Canada
| | - Alain Lesage
- grid.14848.310000 0001 2292 3357Département de Psychiatrie et d’addictologie, Université de Montréal, Montréal, Canada
| | - Sophie Lauzier
- grid.411081.d0000 0000 9471 1794CHU de Québec Research Center, Population Health and Optimal Health Practices Unit, Québec, QC Canada ,grid.23856.3a0000 0004 1936 8390Faculty of Pharmacy, Laval University, Québec, QC Canada
| | - Alain Milot
- grid.411081.d0000 0000 9471 1794CHU de Québec Research Center, Population Health and Optimal Health Practices Unit, Québec, QC Canada ,grid.23856.3a0000 0004 1936 8390Faculty of Medicine, Laval University, Québec, QC Canada
| | - Chantal Brisson
- grid.411081.d0000 0000 9471 1794CHU de Québec Research Center, Population Health and Optimal Health Practices Unit, Québec, QC Canada ,grid.23856.3a0000 0004 1936 8390Faculty of Medicine, Laval University, Québec, QC Canada ,grid.23856.3a0000 0004 1936 8390Centre de recherche sur les soins et les services de première ligne de l’Université Laval, Québec, QC Canada
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Peterson MD, Lin P, Kamdar N, Hurvitz EA, Mahmoudi E. Psychological, Cardiometabolic, and Musculoskeletal Morbidity and Multimorbidity Among Adults With Cerebral Palsy and Spina Bifida: A Retrospective Cross-sectional Study. Am J Phys Med Rehabil 2021; 100:940-945. [PMID: 34001837 PMCID: PMC9642813 DOI: 10.1097/phm.0000000000001787] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND Individuals living with cerebral palsy or spina bifida are at heightened risk for a number of chronic health conditions, such as secondary comorbidities, that may develop or be influenced by the disability, the presence of impairment, and/or the process of aging. However, very little is known about the prevalence and/or risk of developing secondary comorbidities among individuals living with cerebral palsy or spina bifida throughout adulthood. The objective of this study was to compare the prevalence of psychological, cardiometabolic, and musculoskeletal morbidity and multimorbidity among adults with and without cerebral palsy or spina bifida. METHODS Privately insured beneficiaries were included if they had an International Classification of Diseases, Ninth Revision, Clinical Modification diagnostic code for cerebral palsy or spina bifida (n = 29,841). Adults without cerebral palsy or spina bifida were also included (n = 5,384,849). Prevalence estimates of common psychological, cardiometabolic, and musculoskeletal morbidity and multimorbidity (≥2 conditions) were compared. RESULTS Adults living with cerebral palsy or spina bifida had a higher prevalence of all psychological disorders and psychological multimorbidity (14.6% vs. 5.4%), all cardiometabolic disorders and cardiometabolic multimorbidity (22.4% vs. 15.0%), and all musculoskeletal disorders and musculoskeletal multimorbidity (12.2% vs. 5.4%), as compared with adults without cerebral palsy or spina bifida, and differences were to a clinically meaningful extent. CONCLUSIONS Adults with cerebral palsy or spina bifida have a significantly higher prevalence of common psychological, cardiometabolic, and musculoskeletal morbidity and multimorbidity, as compared with adults without cerebral palsy or spina bifida. Efforts are needed to facilitate the development of improved clinical screening algorithms and early interventions to reduce risk of disease onset/progression in these higher risk populations. TO CLAIM CME CREDITS Complete the self-assessment activity and evaluation online at http://www.physiatry.org/JournalCME. CME OBJECTIVES Upon completion of this article, the reader should be able to: (1) List the main categories of morbidity that present with higher risk in adults with cerebral palsy and spina bifida; (2) Discuss the potential impact of multimorbidity on 'early aging' in adults living with cerebral palsy and spina bifida; and (3) Describe challenges that adults with cerebral palsy and spina bifida have in obtaining appropriate health care to address prevention and treatment of multimorbidity. LEVEL Advanced. ACCREDITATION The Association of Academic Physiatrists is accredited by the Accreditation Council for Continuing Medical Education to provide continuing medical education for physicians.The Association of Academic Physiatrists designates this Journal-based CME activity for a maximum of 1.0 AMA PRA Category 1 Credit(s)™. Physicians should only claim credit commensurate with the extent of their participation in the activity.
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Affiliation(s)
- Mark D. Peterson
- Department of Physical Medicine and Rehabilitation, Michigan Medicine, University of Michigan, Ann Arbor, MI, USA
- Institute for Healthcare Policy and Innovation, Michigan Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Paul Lin
- Institute for Healthcare Policy and Innovation, Michigan Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Neil Kamdar
- Institute for Healthcare Policy and Innovation, Michigan Medicine, University of Michigan, Ann Arbor, MI, USA
- Department of Obstetrics and Gynecology, Michigan Medicine, University of Michigan
- Department of Emergency Medicine, Michigan Medicine, University of Michigan
- Department of Surgery, Michigan Medicine, University of Michigan
| | - Edward A. Hurvitz
- Department of Physical Medicine and Rehabilitation, Michigan Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Elham Mahmoudi
- Institute for Healthcare Policy and Innovation, Michigan Medicine, University of Michigan, Ann Arbor, MI, USA
- Department of Family Medicine, Michigan Medicine, University of Michigan
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Hadland SE, Bagley SM, Gai MJ, Earlywine JJ, Schoenberger SF, Morgan JR, Barocas JA. Opioid use disorder and overdose among youth following an initial opioid prescription. Addiction 2021; 116:2790-2800. [PMID: 33739476 PMCID: PMC8429061 DOI: 10.1111/add.15487] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Revised: 10/27/2020] [Accepted: 03/03/2021] [Indexed: 01/10/2023]
Abstract
BACKGROUND AND AIMS Some adolescents and young adults (termed "youth") prescribed an opioid will develop opioid use disorder or experience overdose. This study aimed to identify patient and prescription characteristics associated with subsequent risk of opioid use disorder or overdose during the year after an opioid is first dispensed. DESIGN Retrospective cohort study. SETTING Commercial health insurance claims in a large United States (US) database from 2006 to 2016. PARTICIPANTS Youth age 11 to 25 years filling an initial opioid prescription (n = 3 278 990). MEASUREMENTS The primary outcome was development of an 'opioid-related complication' (a diagnosis of opioid use disorder or opioid-related overdose) during the subsequent 12 months. Exposures of interest were patient (sociodemographic information, and physical and mental health diagnoses) and prescription characteristics (opioid formulation, dose, and duration). FINDINGS Among youth filling an initial opioid prescription, median age was 18 years (interquartile range [IQR] = 16-21) and 56.1% were female. During the subsequent 12 months, 10 405 (0.3%) youth experienced an opioid-related complication. Conditions associated with increased risk included mood/anxiety disorders (adjusted relative risk [aRR] = 4.45; 95% CI = 4.25-4.66) and substance use (aRR = 20.77; 95% CI = 19.74-21.84). Comorbid substance use disorders were present among 72.8% of youth experiencing an opioid-related complication and included alcohol (33.4%), cannabis (33.0%), nicotine (43.2%), and other substance use disorders (75.5%). Long-acting opioids (aRR = 2.59; 95% CI = 2.18-3.09) and longer durations were associated with increased risk (7-14 days: aRR = 1.15; 95% CI = 1.08-1.22; ≥15 days: aRR = 1.96; 95% CI = 1.80-2.12) compared with short-acting formulations and durations ≤3 days, respectively. CONCLUSIONS Among United States youth, complications after an initial opioid prescription appear to be relatively rare and appear to be associated with mood/anxiety disorders, substance use, comorbid substance use disorders, and prescriptions involving long-acting opioids or long durations.
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Affiliation(s)
- Scott E. Hadland
- Division of General Pediatrics, Department of Pediatrics, Boston University School of Medicine, 801 Albany Street, Room 2055, Boston, MA, 02119,Grayken Center for Addiction and Department of Pediatrics, Boston Medical Center, One Boston Medical Center Place, Boston, MA, 02118
| | - Sarah M. Bagley
- Division of General Pediatrics, Department of Pediatrics, Boston University School of Medicine, 801 Albany Street, Room 2055, Boston, MA, 02119,Grayken Center for Addiction and Department of Pediatrics, Boston Medical Center, One Boston Medical Center Place, Boston, MA, 02118,Section of General Internal Medicine, Department of Medicine, Boston University School of Medicine, 801 Massachusetts Avenue, 2 Floor, Boston, MA, 02118
| | - Mam Jarra Gai
- Section of Infectious Diseases, Department of Medicine, Boston Medical Center, 801 Massachusetts Avenue, 2 Floor, Boston, MA, 02118
| | - Joel J. Earlywine
- Department of Health Law, Policy, and Management, Boston University School of Public Health, Talbot T2W, 715 Albany St, Boston, MA 02118
| | - Samantha F. Schoenberger
- Section of General Internal Medicine, Department of Medicine, Boston University School of Medicine, 801 Massachusetts Avenue, 2 Floor, Boston, MA, 02118
| | - Jake R. Morgan
- Department of Health Law, Policy, and Management, Boston University School of Public Health, Talbot T2W, 715 Albany St, Boston, MA 02118
| | - Joshua A. Barocas
- Section of Infectious Diseases, Department of Medicine, Boston Medical Center, 801 Massachusetts Avenue, 2 Floor, Boston, MA, 02118
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Saunders NR, Toulany A, Deb B, Strauss R, Vigod SN, Guttmann A, Chiu M, Huang A, Fung K, Chen S, Kurdyak P. Acute mental health service use following onset of the COVID-19 pandemic in Ontario, Canada: a trend analysis. CMAJ Open 2021; 9:E988-E997. [PMID: 34785528 PMCID: PMC8598241 DOI: 10.9778/cmajo.20210100] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND The extent to which heightened distress during the COVID-19 pandemic translated to increases in severe mental health outcomes is unknown. We examined trends in psychiatric presentations to acute care settings in the first 12 months after onset of the pandemic. METHODS This was a trends analysis of administrative population data in Ontario, Canada. We examined rates of hospitalizations and emergency department visits for mental health diagnoses overall and stratified by sex, age and diagnostic grouping (e.g., mood disorders, anxiety disorders, psychotic disorders), as well as visits for intentional self-injury for people aged 10 to 105 years, from January 2019 to March 2021. We used Joinpoint regression to identify significant inflection points after the onset of the pandemic in March 2020. RESULTS Among the 12 968 100 people included in our analysis, rates of mental health-related hospitalizations and emergency department visits declined immediately after the onset of the pandemic (peak overall decline of 30% [hospitalizations] and 37% [emergency department visits] compared to April 2019) and returned to near prepandemic levels by March 2021. Compared to April 2019, visits for intentional self-injury declined by 33% and remained below prepandemic levels until March 2021. We observed the largest declines in service use among adolescents aged 14 to 17 years (55% decline in hospitalizations, 58% decline in emergency department visits) and 10 to 13 years (56% decline in self-injury), and for those with substance-related disorders (33% decline in emergency department visits) and anxiety disorders (61% decline in hospitalizations). INTERPRETATION Contrary to expectations, the abrupt decline in acute mental health service use immediately after the onset of the pandemic and the return to near prepandemic levels that we observed suggest that changes and stressors in the first 12 months of the pandemic did not translate to increased service use. Continued surveillance of acute mental health service use is warranted.
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Affiliation(s)
- Natasha R Saunders
- Department of Paediatrics (Saunders, Toulany, Guttmann), University of Toronto, Toronto, Ont.; The Hospital for Sick Children (Toulany), Toronto, Ont.; Child Health Evaluative Sciences (Saunders, Toulany), SickKids Research Institute, Toronto, Ont.; ICES (Saunders, Deb, Strauss, Vigod, Guttmann, Chiu, Huang, Fung, Chen), Toronto, Ont.; Institute of Health Policy, Management and Evaluation (Vigod, Chiu, Kurdyak), University of Toronto, Toronto, Ont.; Edwin S.H. Leong Centre for Healthy Children (Guttmann), University of Toronto, Toronto, Ont.; Women's College Hospital and Women's College Research Institute (Vigod, Kurdyak), Toronto, Ont.; Department of Psychiatry (Vigod, Kurdyak), Temerty Faculty of Medicine, University of Toronto, Toronto, Ont.; Centre for Addiction and Mental Health (Kurdyak), Toronto, Ont.
| | - Alene Toulany
- Department of Paediatrics (Saunders, Toulany, Guttmann), University of Toronto, Toronto, Ont.; The Hospital for Sick Children (Toulany), Toronto, Ont.; Child Health Evaluative Sciences (Saunders, Toulany), SickKids Research Institute, Toronto, Ont.; ICES (Saunders, Deb, Strauss, Vigod, Guttmann, Chiu, Huang, Fung, Chen), Toronto, Ont.; Institute of Health Policy, Management and Evaluation (Vigod, Chiu, Kurdyak), University of Toronto, Toronto, Ont.; Edwin S.H. Leong Centre for Healthy Children (Guttmann), University of Toronto, Toronto, Ont.; Women's College Hospital and Women's College Research Institute (Vigod, Kurdyak), Toronto, Ont.; Department of Psychiatry (Vigod, Kurdyak), Temerty Faculty of Medicine, University of Toronto, Toronto, Ont.; Centre for Addiction and Mental Health (Kurdyak), Toronto, Ont
| | - Bhumika Deb
- Department of Paediatrics (Saunders, Toulany, Guttmann), University of Toronto, Toronto, Ont.; The Hospital for Sick Children (Toulany), Toronto, Ont.; Child Health Evaluative Sciences (Saunders, Toulany), SickKids Research Institute, Toronto, Ont.; ICES (Saunders, Deb, Strauss, Vigod, Guttmann, Chiu, Huang, Fung, Chen), Toronto, Ont.; Institute of Health Policy, Management and Evaluation (Vigod, Chiu, Kurdyak), University of Toronto, Toronto, Ont.; Edwin S.H. Leong Centre for Healthy Children (Guttmann), University of Toronto, Toronto, Ont.; Women's College Hospital and Women's College Research Institute (Vigod, Kurdyak), Toronto, Ont.; Department of Psychiatry (Vigod, Kurdyak), Temerty Faculty of Medicine, University of Toronto, Toronto, Ont.; Centre for Addiction and Mental Health (Kurdyak), Toronto, Ont
| | - Rachel Strauss
- Department of Paediatrics (Saunders, Toulany, Guttmann), University of Toronto, Toronto, Ont.; The Hospital for Sick Children (Toulany), Toronto, Ont.; Child Health Evaluative Sciences (Saunders, Toulany), SickKids Research Institute, Toronto, Ont.; ICES (Saunders, Deb, Strauss, Vigod, Guttmann, Chiu, Huang, Fung, Chen), Toronto, Ont.; Institute of Health Policy, Management and Evaluation (Vigod, Chiu, Kurdyak), University of Toronto, Toronto, Ont.; Edwin S.H. Leong Centre for Healthy Children (Guttmann), University of Toronto, Toronto, Ont.; Women's College Hospital and Women's College Research Institute (Vigod, Kurdyak), Toronto, Ont.; Department of Psychiatry (Vigod, Kurdyak), Temerty Faculty of Medicine, University of Toronto, Toronto, Ont.; Centre for Addiction and Mental Health (Kurdyak), Toronto, Ont
| | - Simone N Vigod
- Department of Paediatrics (Saunders, Toulany, Guttmann), University of Toronto, Toronto, Ont.; The Hospital for Sick Children (Toulany), Toronto, Ont.; Child Health Evaluative Sciences (Saunders, Toulany), SickKids Research Institute, Toronto, Ont.; ICES (Saunders, Deb, Strauss, Vigod, Guttmann, Chiu, Huang, Fung, Chen), Toronto, Ont.; Institute of Health Policy, Management and Evaluation (Vigod, Chiu, Kurdyak), University of Toronto, Toronto, Ont.; Edwin S.H. Leong Centre for Healthy Children (Guttmann), University of Toronto, Toronto, Ont.; Women's College Hospital and Women's College Research Institute (Vigod, Kurdyak), Toronto, Ont.; Department of Psychiatry (Vigod, Kurdyak), Temerty Faculty of Medicine, University of Toronto, Toronto, Ont.; Centre for Addiction and Mental Health (Kurdyak), Toronto, Ont
| | - Astrid Guttmann
- Department of Paediatrics (Saunders, Toulany, Guttmann), University of Toronto, Toronto, Ont.; The Hospital for Sick Children (Toulany), Toronto, Ont.; Child Health Evaluative Sciences (Saunders, Toulany), SickKids Research Institute, Toronto, Ont.; ICES (Saunders, Deb, Strauss, Vigod, Guttmann, Chiu, Huang, Fung, Chen), Toronto, Ont.; Institute of Health Policy, Management and Evaluation (Vigod, Chiu, Kurdyak), University of Toronto, Toronto, Ont.; Edwin S.H. Leong Centre for Healthy Children (Guttmann), University of Toronto, Toronto, Ont.; Women's College Hospital and Women's College Research Institute (Vigod, Kurdyak), Toronto, Ont.; Department of Psychiatry (Vigod, Kurdyak), Temerty Faculty of Medicine, University of Toronto, Toronto, Ont.; Centre for Addiction and Mental Health (Kurdyak), Toronto, Ont
| | - Maria Chiu
- Department of Paediatrics (Saunders, Toulany, Guttmann), University of Toronto, Toronto, Ont.; The Hospital for Sick Children (Toulany), Toronto, Ont.; Child Health Evaluative Sciences (Saunders, Toulany), SickKids Research Institute, Toronto, Ont.; ICES (Saunders, Deb, Strauss, Vigod, Guttmann, Chiu, Huang, Fung, Chen), Toronto, Ont.; Institute of Health Policy, Management and Evaluation (Vigod, Chiu, Kurdyak), University of Toronto, Toronto, Ont.; Edwin S.H. Leong Centre for Healthy Children (Guttmann), University of Toronto, Toronto, Ont.; Women's College Hospital and Women's College Research Institute (Vigod, Kurdyak), Toronto, Ont.; Department of Psychiatry (Vigod, Kurdyak), Temerty Faculty of Medicine, University of Toronto, Toronto, Ont.; Centre for Addiction and Mental Health (Kurdyak), Toronto, Ont
| | - Anjie Huang
- Department of Paediatrics (Saunders, Toulany, Guttmann), University of Toronto, Toronto, Ont.; The Hospital for Sick Children (Toulany), Toronto, Ont.; Child Health Evaluative Sciences (Saunders, Toulany), SickKids Research Institute, Toronto, Ont.; ICES (Saunders, Deb, Strauss, Vigod, Guttmann, Chiu, Huang, Fung, Chen), Toronto, Ont.; Institute of Health Policy, Management and Evaluation (Vigod, Chiu, Kurdyak), University of Toronto, Toronto, Ont.; Edwin S.H. Leong Centre for Healthy Children (Guttmann), University of Toronto, Toronto, Ont.; Women's College Hospital and Women's College Research Institute (Vigod, Kurdyak), Toronto, Ont.; Department of Psychiatry (Vigod, Kurdyak), Temerty Faculty of Medicine, University of Toronto, Toronto, Ont.; Centre for Addiction and Mental Health (Kurdyak), Toronto, Ont
| | - Kinwah Fung
- Department of Paediatrics (Saunders, Toulany, Guttmann), University of Toronto, Toronto, Ont.; The Hospital for Sick Children (Toulany), Toronto, Ont.; Child Health Evaluative Sciences (Saunders, Toulany), SickKids Research Institute, Toronto, Ont.; ICES (Saunders, Deb, Strauss, Vigod, Guttmann, Chiu, Huang, Fung, Chen), Toronto, Ont.; Institute of Health Policy, Management and Evaluation (Vigod, Chiu, Kurdyak), University of Toronto, Toronto, Ont.; Edwin S.H. Leong Centre for Healthy Children (Guttmann), University of Toronto, Toronto, Ont.; Women's College Hospital and Women's College Research Institute (Vigod, Kurdyak), Toronto, Ont.; Department of Psychiatry (Vigod, Kurdyak), Temerty Faculty of Medicine, University of Toronto, Toronto, Ont.; Centre for Addiction and Mental Health (Kurdyak), Toronto, Ont
| | - Simon Chen
- Department of Paediatrics (Saunders, Toulany, Guttmann), University of Toronto, Toronto, Ont.; The Hospital for Sick Children (Toulany), Toronto, Ont.; Child Health Evaluative Sciences (Saunders, Toulany), SickKids Research Institute, Toronto, Ont.; ICES (Saunders, Deb, Strauss, Vigod, Guttmann, Chiu, Huang, Fung, Chen), Toronto, Ont.; Institute of Health Policy, Management and Evaluation (Vigod, Chiu, Kurdyak), University of Toronto, Toronto, Ont.; Edwin S.H. Leong Centre for Healthy Children (Guttmann), University of Toronto, Toronto, Ont.; Women's College Hospital and Women's College Research Institute (Vigod, Kurdyak), Toronto, Ont.; Department of Psychiatry (Vigod, Kurdyak), Temerty Faculty of Medicine, University of Toronto, Toronto, Ont.; Centre for Addiction and Mental Health (Kurdyak), Toronto, Ont
| | - Paul Kurdyak
- Department of Paediatrics (Saunders, Toulany, Guttmann), University of Toronto, Toronto, Ont.; The Hospital for Sick Children (Toulany), Toronto, Ont.; Child Health Evaluative Sciences (Saunders, Toulany), SickKids Research Institute, Toronto, Ont.; ICES (Saunders, Deb, Strauss, Vigod, Guttmann, Chiu, Huang, Fung, Chen), Toronto, Ont.; Institute of Health Policy, Management and Evaluation (Vigod, Chiu, Kurdyak), University of Toronto, Toronto, Ont.; Edwin S.H. Leong Centre for Healthy Children (Guttmann), University of Toronto, Toronto, Ont.; Women's College Hospital and Women's College Research Institute (Vigod, Kurdyak), Toronto, Ont.; Department of Psychiatry (Vigod, Kurdyak), Temerty Faculty of Medicine, University of Toronto, Toronto, Ont.; Centre for Addiction and Mental Health (Kurdyak), Toronto, Ont
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Kendzerska T, Aaron SD, Meteb M, Gershon AS, To T, Lougheed MD, Tavakoli H, Chen W, Kunkel E, Sadatsafavi M. Specialist Care in Individuals With Asthma Who Required Hospitalization: A Retrospective Population-Based Study. THE JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY-IN PRACTICE 2021; 9:3686-3696. [PMID: 34182160 DOI: 10.1016/j.jaip.2021.06.018] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 12/27/2020] [Revised: 05/23/2021] [Accepted: 06/07/2021] [Indexed: 01/12/2023]
Abstract
BACKGROUND Patients who are at risk for severe asthma exacerbations should receive specialist care. However, the care pattern for such patients in the real world is unclear. OBJECTIVE To describe the pattern of care among individuals with asthma who required hospitalization, and to identify factors associated with receiving asthma specialist care. METHODS This was a retrospective population-based study using health administrative data from two Canadian provinces. Individuals aged 14 to 45 years who were newly diagnosed with asthma between 2006 and 2016 and had at least one hospitalization for asthma at or within 5 years after the initial asthma diagnosis were included. First, we calculated frequencies of primary and specialist care around the asthma diagnosis: 1 year before and 2 years after in a 6-month period. Next, among individuals diagnosed with asthma by a primary care physician, we used multivariable Cox regressions to identify factors associated with receiving specialist care. RESULTS For 1862 individuals included, we found that most (≥71% per time period) were cared for by primary care physicians 1 year before and 2 years after the asthma diagnosis; the percentage of individuals seen at least once by a specialist for asthma and/or asthma-related respiratory conditions during the first 6 months since the diagnosis did not exceed 40%. Among 1411 of 1862 individuals who were under primary care before the asthma diagnosis (76%), controlling for covariates, living in a rural area or a low-income neighborhood was associated with less likelihood of receiving specialist care. CONCLUSIONS Despite recommendations, more than half of individuals with asthma who required hospitalization did not receive specialist care during the first 2 years since the diagnosis. Identified factors associated with receiving asthma specialist care suggested that access is an important barrier to receiving recommended care.
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Affiliation(s)
- Tetyana Kendzerska
- The Ottawa Hospital Research Institute, Ottawa, Ontario, Canada; Department of Medicine, University of Ottawa, Ontario, Canada; ICES, Ontario, Canada.
| | - Shawn D Aaron
- The Ottawa Hospital Research Institute, Ottawa, Ontario, Canada; Department of Medicine, University of Ottawa, Ontario, Canada
| | - Moussa Meteb
- The Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Andrea S Gershon
- ICES, Ontario, Canada; Department of Medicine, University of Toronto, Ontario, Canada; Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Teresa To
- ICES, Ontario, Canada; Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada; Research Institute, The Hospital of Sick Children, Toronto, Ontario, Canada
| | - M Diane Lougheed
- ICES, Ontario, Canada; Kingston General Hospital Research Institute, Kingston, Ontario, Canada; Queen's University, Kingston, Ontario, Canada
| | - Hamid Tavakoli
- Respiratory Evaluation Sciences Program, Faculty of Pharmaceutical Sciences, The University of British Columbia, Vancouver, British Columbia
| | - Wenjia Chen
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore
| | - Elizabeth Kunkel
- The Ottawa Hospital Research Institute, Ottawa, Ontario, Canada; ICES, Ontario, Canada
| | - Mohsen Sadatsafavi
- Respiratory Evaluation Sciences Program, Faculty of Pharmaceutical Sciences, The University of British Columbia, Vancouver, British Columbia
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Basham CA, Karim ME, Cook VJ, Patrick DM, Johnston JC. Tuberculosis-associated depression: a population-based cohort study of people immigrating to British Columbia, Canada, 1985-2015. Ann Epidemiol 2021; 63:7-14. [PMID: 34146707 DOI: 10.1016/j.annepidem.2021.06.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Revised: 05/28/2021] [Accepted: 06/06/2021] [Indexed: 11/25/2022]
Abstract
PURPOSE To estimate the risk of tuberculosis (TB)-associated depression. A second aim was to estimate the extent to which any increased risk of depression among TB patients may be mediated by the length of hospital length stay (LOS) METHODS: Retrospective cohort study of linked healthcare claims and public health surveillance data. Our primary outcome, time-to-depression, was analyzed using Cox proportional hazards (PH) regressions. Causal mediation analysis was used to estimate the natural direct and indirect effect of TB mediated by hospital LOS. RESULTS Among 755,836 participants (52.2% female, median age=35 years, median follow-up=8.75 years), 2295 were diagnosed with TB (exposure), and 128,963 were diagnosed with depression (outcome). We observed a covariate-adjusted hazard ratio (aHR) of 1.24 (95% CI, 1.14-1.34) for depression by TB. The total effect of TB on depression was decomposed into a natural direct effect of TB of aHR=1.11 (95% CI, 1.02-1.21) and an indirect effect through hospital LOS of aHR=1.11 (95% CI, 1.10-1.12), indicating that TB's total effect was mediated by 50% (95% CI, 35-82%) through hospital LOS. CONCLUSIONS TB patients had a 24% higher risk of developing depression. TB's effect was mediated substantially by hospital LOS, requiring further study. Depression screening among TB patients is warranted.
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Affiliation(s)
- C Andrew Basham
- School of Population and Public Health, University of British Columbia, Vancouver, Canada; British Columbia Centre for Disease Control, Vancouver, Canada.
| | - Mohammad Ehsanul Karim
- School of Population and Public Health, University of British Columbia, Vancouver, Canada; Centre for Health Evaluative and Outcome Sciences, University of British Columbia, Vancouver, Canada
| | - Victoria J Cook
- British Columbia Centre for Disease Control, Vancouver, Canada; Department of Medicine, University of British Columbia, Vancouver, Canada
| | - David M Patrick
- School of Population and Public Health, University of British Columbia, Vancouver, Canada; British Columbia Centre for Disease Control, Vancouver, Canada; Department of Medicine, University of British Columbia, Vancouver, Canada
| | - James C Johnston
- School of Population and Public Health, University of British Columbia, Vancouver, Canada; British Columbia Centre for Disease Control, Vancouver, Canada; Department of Medicine, University of British Columbia, Vancouver, Canada
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Zipursky JS, Thiruchelvam D, Redelmeier DA. Prenatal electrocardiogram testing and postpartum depression: A population-based cohort study. Obstet Med 2021; 15:31-39. [PMID: 35444726 PMCID: PMC9014547 DOI: 10.1177/1753495x211012502] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Revised: 03/12/2021] [Accepted: 03/30/2021] [Indexed: 11/22/2022] Open
Abstract
Background Cardiovascular symptoms in pregnancy may be a clue to psychological distress.
We examined whether electrocardiogram testing in pregnant women is
associated with an increased risk of subsequent postpartum depression. Methods We conducted a population-based cohort study of pregnant women who delivered
in Ontario, Canada comparing women who received a prenatal ECG to women who
did not. Results In total, 3,238,218 women gave birth during the 25-year study period of whom
157,352 (5%) received an electrocardiogram during prenatal care. Receiving
an electrocardiogram test was associated with a one-third relative increase
in the odds of postpartum depression (odds ratio 1.34; 95% confidence
interval 1.29–1.39, p < 0.001). Conclusion The association between prenatal electrocardiogram testing and postpartum
depression suggests a possible link of organic disease with mental illness,
and emphasizes that cardiovascular symptoms may be a clinical clue to the
presence of an underlying mood disorder.
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Affiliation(s)
| | - Deva Thiruchelvam
- Evaluative Clinical Sciences Program, Sunnybrook Research Institute, Toronto, Canada
- Institute for Clinical Evaluative Sciences, Toronto, Canada
| | - Donald A Redelmeier
- Department of Medicine, University of Toronto, Toronto, Canada
- Evaluative Clinical Sciences Program, Sunnybrook Research Institute, Toronto, Canada
- Institute for Clinical Evaluative Sciences, Toronto, Canada
- Division of General Internal Medicine, Sunnybrook Health Sciences Centre, Toronto, Canada
- Center for Leading Injury Prevention Practice Education & Research, Toronto, Canada
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Parikh RB, Gallo JJ, Wong YN, Robinson KW, Cashy JP, Narayan V, Jayadevappa R, Chhatre S. Long-term depression incidence and associated mortality among African American and White prostate cancer survivors. Cancer 2021; 127:3476-3485. [PMID: 34061986 DOI: 10.1002/cncr.33656] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2021] [Revised: 03/13/2021] [Accepted: 04/08/2021] [Indexed: 11/06/2022]
Abstract
BACKGROUND Depression is common after a diagnosis of prostate cancer and may contribute to poor outcomes, particularly among African Americans. The authors assessed the incidence and management of depression and its impact on overall mortality among African American and White veterans with localized prostate cancer. METHODS The authors used the Veterans Health Administration Corporate Data Warehouse to identify 40,412 African American and non-Hispanic White men diagnosed with localized prostate cancer from 2001 to 2013. Patients were followed through 2019. Multivariable logistic regression was used to measure associations between race and incident depression, which were ascertained from administrative and depression screening data. Cox proportional hazards models were used to measure associations between incident depression and all-cause mortality, with race-by-depression interactions used to assess disparities. RESULTS Overall, 10,013 veterans (24.5%) were diagnosed with depression after a diagnosis of prostate cancer. Incident depression was associated with higher all-cause mortality (adjusted hazard ratio [aHR], 1.27; 95% confidence interval [CI], 1.23-1.32). African American veterans were more likely than White veterans to be diagnosed with depression (29.3% vs 23.2%; adjusted odds ratio [aOR], 1.15; 95% CI, 1.09-1.21). Among those with depression, African Americans were less likely to be prescribed an antidepressant (30.4% vs 31.7%; aOR, 0.85; 95% CI, 0.77-0.93). The hazard of all-cause mortality associated with depression was greater for African American veterans than White veterans (aHR, 1.32 [95% CI, 1.26-1.38] vs 1.15 [95% CI, 1.07-1.24]; race-by-depression interaction P < .001). CONCLUSIONS Incident depression is common among prostate cancer survivors and is associated with higher mortality, particularly among African American men. Patient-centered strategies to manage incident depression may be critical to reducing disparities in prostate cancer outcomes.
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Affiliation(s)
- Ravi B Parikh
- Corporal Michael J. Crescenz VA Medical Center, Philadelphia, Pennsylvania.,VA Center for Health Equity Research and Promotion, Philadelphia, Pennsylvania.,Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.,Abramson Cancer Center, University of Pennsylvania, Philadelphia, Pennsylvania.,Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Joseph J Gallo
- Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland
| | - Yu-Ning Wong
- Corporal Michael J. Crescenz VA Medical Center, Philadelphia, Pennsylvania.,Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.,Abramson Cancer Center, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Kyle W Robinson
- Corporal Michael J. Crescenz VA Medical Center, Philadelphia, Pennsylvania.,Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.,Abramson Cancer Center, University of Pennsylvania, Philadelphia, Pennsylvania
| | - John P Cashy
- VA Center for Health Equity Research and Promotion, Philadelphia, Pennsylvania
| | - Vivek Narayan
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.,Abramson Cancer Center, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Ravishankar Jayadevappa
- Corporal Michael J. Crescenz VA Medical Center, Philadelphia, Pennsylvania.,VA Center for Health Equity Research and Promotion, Philadelphia, Pennsylvania.,Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.,Abramson Cancer Center, University of Pennsylvania, Philadelphia, Pennsylvania.,Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Sumedha Chhatre
- Corporal Michael J. Crescenz VA Medical Center, Philadelphia, Pennsylvania.,VA Center for Health Equity Research and Promotion, Philadelphia, Pennsylvania.,Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
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Association of co-occurring opioid or other substance use disorders with increased healthcare utilization in patients with depression. Transl Psychiatry 2021; 11:265. [PMID: 33941761 PMCID: PMC8093211 DOI: 10.1038/s41398-021-01372-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Revised: 03/23/2021] [Accepted: 04/08/2021] [Indexed: 02/03/2023] Open
Abstract
Substance use disorders (SUDs) commonly co-occur with mental illness. However, the ongoing addiction crisis raises the question of how opioid use disorder (OUD) impacts healthcare utilization relative to other SUDs. This study examines the utilization patterns of patients with major depressive disorder (MDD) and: (1) co-occurring OUD (MDD-OUD); (2) a co-occurring SUD other than OUD (MDD-NOUD); and (3) no co-occurring SUD (MDD-NSUD). We analyzed electronic health records (EHRs) derived from multiple health systems across the New York City (NYC) metropolitan area between January 2008 and December 2017. 11,275 patients aged ≥18 years with a gap of 30-180 days between 2 consecutive MDD diagnoses and an antidepressant prescribed 0-180 days after any MDD diagnosis were selected, and prevalence of any SUD was 24%. Individuals were stratified into comparison groups and matched on age, gender, and select underlying comorbidities. Prevalence rates and encounter frequencies were measured and compared across outpatient, inpatient, and emergency department (ED) settings. Our key findings showed that relative to other co-occurring SUDs, OUD was associated with larger increases in the rates and odds of using substance-use-related services in all settings, as well as services that integrate mental health and substance abuse treatments in inpatient and ED settings. OUD was also associated with larger increases in total encounters across all settings. These findings and our proposed policy recommendations could inform efforts towards targeted OUD interventions, particularly for individuals with underlying mental illness whose treatment and recovery are often more challenging.
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Otero Varela L, Doktorchik C, Wiebe N, Quan H, Eastwood C. Exploring the differences in ICD and hospital morbidity data collection features across countries: an international survey. BMC Health Serv Res 2021; 21:308. [PMID: 33827567 PMCID: PMC8025494 DOI: 10.1186/s12913-021-06302-w] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2020] [Accepted: 03/22/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The International Classification of Diseases (ICD) is the reference standard for reporting diseases and health conditions globally. Variations in ICD use and data collection across countries can hinder meaningful comparisons of morbidity data. Thus, we aimed to characterize ICD and hospital morbidity data collection features worldwide. METHODS An online questionnaire was created to poll the World Health Organization (WHO) member countries that were using ICD. The survey included questions focused on ICD meta-features and hospital data collection systems, and was distributed via SurveyMonkey using purposive and snowball sampling. Accordingly, senior representatives from organizations specialized in the topic, such as WHO Collaborating Centers, and other experts in ICD coding were invited to fill out the survey and forward the questionnaire to their peers. Answers were collated by country, analyzed, and presented in a narrative form with descriptive analysis. RESULTS Responses from 47 participants were collected, representing 26 different countries using ICD. Results indicated worldwide disparities in the ICD meta-features regarding the maximum allowable coding fields for diagnosis, the definition of main condition, and the mandatory type of data fields in the hospital morbidity database. Accordingly, the most frequently reported answers were "reason for admission" as main condition definition (n = 14), having 31 or more diagnostic fields available (n = 12), and "Diagnoses" (n = 26) and "Patient demographics" (n = 25) for mandatory data fields. Discrepancies in data collection systems occurred between but also within countries, thereby revealing a lack of standardization both at the international and national level. Additionally, some countries reported specific data collection features, including the use or misuse of ICD coding, the national standards for coding or lack thereof, and the electronic abstracting systems utilized in hospitals. CONCLUSIONS Harmonizing ICD coding standards/guidelines should be a common goal to enhance international comparisons of health data. The current international status of ICD data collection highlights the need for the promotion of ICD and the adoption of the newest version, ICD-11. Furthermore, it will encourage further research on how to improve and standardize ICD coding.
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Affiliation(s)
- Lucia Otero Varela
- University of Calgary Cumming School of Medicine, TRW 5th Floor, 3280 Hospital Drive NW, Calgary, Alberta, T2N 4N1, Canada. .,Libin Cardiovascular Institute of Alberta, HMRB (Room 72), 3310 Hospital Drive NW, Calgary, Alberta, T2N 4N1, Canada.
| | - Chelsea Doktorchik
- University of Calgary Cumming School of Medicine, TRW 5th Floor, 3280 Hospital Drive NW, Calgary, Alberta, T2N 4N1, Canada
| | - Natalie Wiebe
- University of Calgary Cumming School of Medicine, TRW 5th Floor, 3280 Hospital Drive NW, Calgary, Alberta, T2N 4N1, Canada
| | - Hude Quan
- University of Calgary Cumming School of Medicine, TRW 5th Floor, 3280 Hospital Drive NW, Calgary, Alberta, T2N 4N1, Canada.,Libin Cardiovascular Institute of Alberta, HMRB (Room 72), 3310 Hospital Drive NW, Calgary, Alberta, T2N 4N1, Canada
| | - Catherine Eastwood
- University of Calgary Cumming School of Medicine, TRW 5th Floor, 3280 Hospital Drive NW, Calgary, Alberta, T2N 4N1, Canada. .,Libin Cardiovascular Institute of Alberta, HMRB (Room 72), 3310 Hospital Drive NW, Calgary, Alberta, T2N 4N1, Canada.
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Jang YJ, Kang C, Myung W, Lim SW, Moon YK, Kim H, Kim DK. Additive interaction of mid- to late-life depression and cerebrovascular disease on the risk of dementia: a nationwide population-based cohort study. ALZHEIMERS RESEARCH & THERAPY 2021; 13:61. [PMID: 33726788 PMCID: PMC7968260 DOI: 10.1186/s13195-021-00800-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Accepted: 03/02/2021] [Indexed: 12/26/2022]
Abstract
Background Dementia is a progressive neurocognitive disease with a substantial social burden. No apparent breakthroughs in treatment options have emerged so far; thus, disease prevention is essential for at-risk populations. Depression and cerebrovascular disease (CVD) are independent risk factors for dementia, but no studies have examined their interaction effect on dementia risk. This study aimed to identify the association of depression and CVD with the risk of dementia and evaluate whether dementia risk among patients with comorbid depression and CVD is higher than the sum of the individual risk due to each condition. Methods A population-based cohort study was conducted to analyze the Korean National Health Insurance Service-National Sample Cohort data of all individuals over 50 years of age. Individuals who had not been diagnosed with dementia at baseline were included and followed up from January 1, 2005, to December 31, 2013. A time-varying Cox proportional hazard regression model adjusted for potential confounding factors was used for the analysis. The interaction between depression and CVD was estimated based on the attributable proportion (AP), relative excess risk due to interaction (RERI), synergy index (SI), and multiplicative-scale interaction. Results A total of 242,237 participants were included in the analytical sample, of which 12,735 (5.3%) developed dementia. Compared to that for participants without depression or CVD, the adjusted hazard ratio for the incidence of dementia for those with depression alone was 2.35 (95% confidence interval [CI] 2.21–2.49), CVD alone was 3.25 (95% CI 3.11–3.39), and comorbid depression and CVD was 5.02 (95% CI 4.66–5.42). The additive interaction between depression and CVD was statistically significant (AP—0.08, 95% CI 0.01–0.16; RERI—0.42, 95% CI 0.03–0.82; SI—1.12, 95% CI 1.01–1.24). The multiplicative interaction was significant too, but the effect was negative (0.66, 95% CI 0.60–0.73). Conclusions In this population-based nationwide cohort with long-term follow-up, depression and CVD were associated with an increased risk of dementia, and their coexistence additively increased dementia risk more than the sum of the individual risks.
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Affiliation(s)
- Yoo Jin Jang
- Department of Psychiatry, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Gangnam-gu, Seoul, 06351, South Korea
| | - Cinoo Kang
- Department of Public Health Science, Graduate School of Public Health, Seoul National University, Seoul, South Korea
| | - Woojae Myung
- Department of Neuropsychiatry, Seoul National University Bundang Hospital, Seongnam, South Korea
| | - Shinn-Won Lim
- SAIHST, Sungkyunkwan University School of Medicine, Seoul, South Korea
| | - Young Kyung Moon
- Department of Psychiatry, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Gangnam-gu, Seoul, 06351, South Korea
| | - Ho Kim
- Department of Public Health Science, Graduate School of Public Health, Seoul National University, Seoul, South Korea. .,Institute of Health and Environment, Seoul National University, 1 Gwanak-ro, Gwanak-gu, Seoul, 151-742, South Korea.
| | - Doh Kwan Kim
- Department of Psychiatry, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Gangnam-gu, Seoul, 06351, South Korea.
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Peterson MD, Lin P, Kamdar N, Mahmoudi E, Marsack-Topolewski CN, Haapala H, Muraszko K. Psychological morbidity among adults with cerebral palsy and spina bifida. Psychol Med 2021; 51:694-701. [PMID: 32713401 PMCID: PMC9650963 DOI: 10.1017/s0033291720001981] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
BACKGROUND Very little is known about the risk of developing psychological morbidities among adults living with cerebral palsy (CP) or spina bifida (SB). The objective of this study was to compare the incidence of and adjusted hazards for psychological morbidities among adults with and without CP or SB. METHODS Privately insured beneficiaries were included if they had an International Classification of Diseases, Ninth revision, Clinical Modification diagnostic code for CP or SB (n = 15 302). Adults without CP or SB were also included (n = 1 935 480). Incidence estimates of common psychological morbidities were compared at 4-years of enrollment. Survival models were used to quantify unadjusted and adjusted hazard ratios for incident psychological morbidities. RESULTS Adults living with CP or SB had a higher 4-year incidence of any psychological morbidity (38.8% v. 24.2%) as compared to adults without CP or SB, and differences were to a clinically meaningful extent. Fully adjusted survival models demonstrated that adults with CP or SB had a greater hazard for any psychological morbidity [hazard ratio (HR): 1.60; 95% CI 1.55-1.65], and all but one psychological disorder (alcohol-related disorders), and ranged from HR: 1.32 (1.23, 1.42) for substance disorders, to HR: 4.12 (3.24, 5.25) for impulse control disorders. CONCLUSIONS Adults with CP or SB have a significantly higher incidence of and risk for common psychological morbidities, as compared to adults without CP or SB. Efforts are needed to facilitate the development of improved clinical screening algorithms and early interventions to reduce the risk of disease onset/progression in these higher-risk populations.
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Affiliation(s)
- Mark D. Peterson
- Department of Physical Medicine and Rehabilitation, Michigan Medicine, University of Michigan, Ann Arbor, MI, USA
- Institute for Healthcare Policy and Innovation, Michigan Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Paul Lin
- Institute for Healthcare Policy and Innovation, Michigan Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Neil Kamdar
- Institute for Healthcare Policy and Innovation, Michigan Medicine, University of Michigan, Ann Arbor, MI, USA
- Department of Obstetrics and Gynecology, Michigan Medicine, University of Michigan
- Department of Emergency Medicine, Michigan Medicine, University of Michigan
- Department of Surgery, Michigan Medicine, University of Michigan
| | - Elham Mahmoudi
- Institute for Healthcare Policy and Innovation, Michigan Medicine, University of Michigan, Ann Arbor, MI, USA
- Department of Family Medicine, Michigan Medicine, University of Michigan
| | | | - Heidi Haapala
- Department of Physical Medicine and Rehabilitation, Michigan Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Karin Muraszko
- Department of Neurosurgery, Michigan Medicine, University of Michigan
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Edwards J, Pananos AD, Thind A, Stranges S, Chiu M, Anderson KK. A Bayesian approach to estimating the population prevalence of mood and anxiety disorders using multiple measures. Epidemiol Psychiatr Sci 2021; 30:e4. [PMID: 33413716 PMCID: PMC8057492 DOI: 10.1017/s2045796020001080] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/23/2020] [Revised: 11/05/2020] [Accepted: 11/10/2020] [Indexed: 11/16/2022] Open
Abstract
AIMS There is currently no universally accepted measure for population-based surveillance of mood and anxiety disorders. As such, the use of multiple linked measures could provide a more accurate estimate of population prevalence. Our primary objective was to apply Bayesian methods to two commonly employed population measures of mood and anxiety disorders to make inferences regarding the population prevalence and measurement properties of a combined measure. METHODS We used data from the 2012 Canadian Community Health Survey - Mental Health linked to health administrative databases in Ontario, Canada. Structured interview diagnoses were obtained from the survey, and health administrative diagnoses were identified using a standardised algorithm. These two prevalence estimates, in addition to data on the concordance between these measures and prior estimates of their psychometric properties, were used to inform our combined estimate. The marginal posterior densities of all parameters were estimated using Hamiltonian Monte Carlo (HMC), a Markov Chain Monte Carlo technique. Summaries of posterior distributions, including the means and 95% equally tailed posterior credible intervals, were used for interpretation of the results. RESULTS The combined prevalence mean was 8.6%, with a credible interval of 6.8-10.6%. This combined estimate sits between Bayesian-derived prevalence estimates from administrative data-derived diagnoses (mean = 7.4%) and the survey-derived diagnoses (mean = 13.9%). The results of our sensitivity analysis suggest that varying the specificity of the survey-derived measure has an appreciable impact on the combined posterior prevalence estimate. Our combined posterior prevalence estimate remained stable when varying other prior information. We detected no problematic HMC behaviour, and our posterior predictive checks suggest that our model can reliably recreate our data. CONCLUSIONS Accurate population-based estimates of disease are the cornerstone of health service planning and resource allocation. As a greater number of linked population data sources become available, so too does the opportunity for researchers to fully capitalise on the data. The true population prevalence of mood and anxiety disorders may reside between estimates obtained from survey data and health administrative data. We have demonstrated how the use of Bayesian approaches may provide a more informed and accurate estimate of mood and anxiety disorders in the population. This work provides a blueprint for future population-based estimates of disease using linked health data.
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Affiliation(s)
- Jordan Edwards
- Department of Epidemiology & Biostatistics, The University of Western Ontario, London, Ontario, Canada
- Lawson Health Research Institute, London, Ontario, Canada
| | - A. Demetri Pananos
- Department of Epidemiology & Biostatistics, The University of Western Ontario, London, Ontario, Canada
| | - Amardeep Thind
- Department of Epidemiology & Biostatistics, The University of Western Ontario, London, Ontario, Canada
- Interfaculty Program in Public Health, The University of Western Ontario, London, Ontario, Canada
- Department of Family Medicine, Schulich School of Medicine & Dentistry, The University of Western Ontario, London, Ontario, Canada
| | - Saverio Stranges
- Department of Epidemiology & Biostatistics, The University of Western Ontario, London, Ontario, Canada
- Department of Family Medicine, Schulich School of Medicine & Dentistry, The University of Western Ontario, London, Ontario, Canada
- Department of Population Health, Luxembourg Institute of Health, Strassen, Luxembourg
| | - Maria Chiu
- ICES, Toronto, Ontario, Canada
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
| | - Kelly K. Anderson
- Department of Epidemiology & Biostatistics, The University of Western Ontario, London, Ontario, Canada
- Lawson Health Research Institute, London, Ontario, Canada
- ICES, Toronto, Ontario, Canada
- Department of Psychiatry, The University of Western Ontario, London, Ontario, Canada
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Abbatemarco JR, Ontaneda D, Nakamura K, Husak S, Wang Z, Alshehri E, Bermel RA, Conway DS. Comorbidity effect on processing speed test and MRI measures in multiple sclerosis patients. Mult Scler Relat Disord 2020; 46:102593. [PMID: 33296988 DOI: 10.1016/j.msard.2020.102593] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2020] [Revised: 10/17/2020] [Accepted: 10/20/2020] [Indexed: 01/18/2023]
Abstract
BACKGROUND Comorbid conditions are known to affect the clinical course of multiple sclerosis (MS). Our objective was to determine the impact of comorbidities on the processing speed test (PST). METHODS We conducted a retrospective, longitudinal analysis of all patients who completed PST testing from June 2015 - August 2019 at our center. Our electronic medical record was queried to determine the presence of the following comorbidities: diabetes mellitus (DM), hypertension (HTN), hyperlipidemia (HLD), coronary artery disease, and depression. To help address baseline PST performance and practice effect, patients were also divided into four quartiles by baseline PST scores. Brain MRIs obtained within a 90-day window from the initial clinical assessment were quantitatively analyzed via fully-automated methods to calculate whole brain fraction (WBF), T2 lesion volume (T2LV), gray matter fraction (GMF), and thalamic volume (TV). Univariable and multivariable linear regression models were used to determine the relationship between the comorbidities, PST performance and MRI metrics over time. RESULTS A total of 4,344 patients (mean age 49.5 ± 12.4 years, 72.3% female, and 63.7% relapsing remitting MS) were included in the analysis with 13,375 individual patient encounters. Over half the cohort (52.4%) suffered from at least one comorbidity with the most common being depression (37.4%), HLD (20.9%), HTN (19.6%), and DM (6.4%). Patients with one or more comorbidity had lower baseline PST scores. Longitudinally, patients with two comorbidities lost 1.46 points on the PST per year relative to those with no comorbidities (95% CI -2.46 - -0.46, p = 0.004). Individuals with depression had lower PST scores than those without, and this difference persisted over time (β = -2.40, 95% CI -3.08 - -1.73, p < 0.001). At baseline, HLD patients had higher PST scores than non-HLD patients (β = 1.10, 95% CI 0.15 - 2.05, p = 0.022), but this difference did not remain over time. Individuals in the highest PST performance quartile were negatively impacted when diagnosed with depression, HTN, and DM relative to those without the comorbidities. There were no other correlations with PST scores and the remaining comorbidities. Depression was associated with lower baseline WBF (β = -0.0043, 95% CI -0.0084 - -0.0003, p = 0.033) and GMF (β = -0.0046, 95% CI -0.0078 - -0.0015, p = 0.004) along with larger T2LV (β = 0.1605, 95% CI 0.0082 - 0.3128, p = 0.039). HLD patients had more favorable baseline MRI measures, including higher WBF (β = 0.0076, 95% CI 0.0017 - 0.0135, p = 0.012) and TV (β = 0.0002, 95% CI 0.0000 - 0.0005, p = 0.041), with a lower T2LV (β = -0.2963, 95% CI -0.5219 - -0.0706, p = 0.010). CONCLUSIONS Comorbidities are common within a MS cohort and adversely impact processing speed. Depression adversely impacted PST scores with worse MRI outcomes. HLD was associated with lower longitudinal PST measures but favorable quantitative MRI metrics. MS patients with faster baseline processing speeds were most sensitive to comorbid conditions. Our findings suggest a complex interplay between cognition and comorbid conditions in MS patients.
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Affiliation(s)
- Justin R Abbatemarco
- Mellen Center for Multiple Sclerosis Treatment and Research, Neurological Institute, Cleveland Clinic Foundation, Cleveland, OH, USA.
| | - Daniel Ontaneda
- Mellen Center for Multiple Sclerosis Treatment and Research, Neurological Institute, Cleveland Clinic Foundation, Cleveland, OH, USA
| | - Kunio Nakamura
- Department of Biomedical Engineering, Lerner Research Institute, Cleveland Clinic Foundation, Cleveland, OH, USA
| | - Scott Husak
- Quantitative Health Sciences, Cleveland Clinic Foundation, Cleveland, OH, USA
| | - Zhini Wang
- Quantitative Health Sciences, Cleveland Clinic Foundation, Cleveland, OH, USA
| | - Ebtesam Alshehri
- Mellen Center for Multiple Sclerosis Treatment and Research, Neurological Institute, Cleveland Clinic Foundation, Cleveland, OH, USA
| | - Robert A Bermel
- Mellen Center for Multiple Sclerosis Treatment and Research, Neurological Institute, Cleveland Clinic Foundation, Cleveland, OH, USA
| | - Devon S Conway
- Mellen Center for Multiple Sclerosis Treatment and Research, Neurological Institute, Cleveland Clinic Foundation, Cleveland, OH, USA
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