51
|
Ta D, Ishaque A, Srivastava O, Hanstock C, Seres P, Eurich DT, Luk C, Briemberg H, Frayne R, Genge AL, Graham SJ, Korngut L, Zinman L, Kalra S. Progressive Neurochemical Abnormalities in Cognitive and Motor Subgroups of Amyotrophic Lateral Sclerosis: A Prospective Multicenter Study. Neurology 2021; 97:e803-e813. [PMID: 34426551 PMCID: PMC8397589 DOI: 10.1212/wnl.0000000000012367] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Accepted: 05/19/2021] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE To evaluate progressive cerebral degeneration in amyotrophic lateral sclerosis (ALS) by assessing alterations in N-acetylaspartate (NAA) ratios in the motor and prefrontal cortex within clinical subgroups of ALS. METHODS Seventy-six patients with ALS and 59 healthy controls were enrolled in a prospective, longitudinal, multicenter study in the Canadian ALS Neuroimaging Consortium. Participants underwent serial clinical evaluations and magnetic resonance spectroscopy at baseline and 4 and 8 months using a harmonized protocol across 5 centers. NAA ratios were quantified in the motor cortex and prefrontal cortex. Patients were stratified into subgroups based on disease progression rate, upper motor neuron (UMN) signs, and cognitive status. Linear mixed models were used for baseline and longitudinal comparisons of NAA metabolite ratios. RESULTS Patients with ALS had reduced NAA ratios in the motor cortex at baseline (p < 0.001). Ratios were lower in those with more rapid disease progression and greater UMN signs (p < 0.05). A longitudinal decline in NAA ratios was observed in the motor cortex in the rapidly progressing (p < 0.01) and high UMN burden (p < 0.01) cohorts. The severity of UMN signs did not change significantly over time. NAA ratios were reduced in the prefrontal cortex only in cognitively impaired patients (p < 0.05); prefrontal cortex metabolites did not change over time. CONCLUSIONS Progressive degeneration of the motor cortex in ALS is associated with more aggressive clinical presentations. These findings provide biological evidence of variable spatial and temporal cerebral degeneration linked to the disease heterogeneity of ALS. The use of standardized imaging protocols may have a role in clinical trials for patient selection or subgrouping. CLASSIFICATION OF EVIDENCE This study provides Class II evidence that MRS NAA metabolite ratios of the motor cortex are associated with more rapid disease progression and greater UMN signs in patients with ALS. TRIAL REGISTRATION INFORMATION ClinicalTrials.gov Identifier: NCT02405182.
Collapse
|
52
|
Lipscombe L, Butalia S, Dasgupta K, Eurich DT, MacCallum L, Shah BR, Simpson S, Senior PA. Pharmacologic Glycemic Management of Type 2 Diabetes in Adults: 2020 Update. Can J Diabetes 2021; 44:575-591. [PMID: 32972640 DOI: 10.1016/j.jcjd.2020.08.001] [Citation(s) in RCA: 78] [Impact Index Per Article: 26.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
|
53
|
Youn S, Chen A, Ha V, Chambers C, Eurich DT, McCall M, Sawyer MB. An exploratory study of body composition as a predictor of dose-limiting toxicity in metastatic pancreatic cancer treated with gemcitabine plus nab-paclitaxel. Clin Nutr 2021; 40:4888-4892. [PMID: 34358833 DOI: 10.1016/j.clnu.2021.06.026] [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] [Received: 02/19/2021] [Revised: 05/29/2021] [Accepted: 06/24/2021] [Indexed: 12/20/2022]
Abstract
BACKGROUND Body composition is increasingly being studied as a method of predicting chemotherapy toxicity. Our study aimed to evaluate associations of body composition with treatment toxicity in a group of pancreatic cancer patients treated with gemcitabine plus nab-paclitaxel. METHODS A retrospective review was performed for all patients who received first-line gemcitabine plus nab-paclitaxel for metastatic pancreatic cancer at a northern Alberta cancer institute (Canada) from 2014 to 2017. Total lean body mass (LBM) was derived from measurements of muscle surface area at L3 on baseline computed tomography (CT) scans. Optimal stratification, or minimal p-value analysis, was used to assess for a threshold of nab-paclitaxel dose per LBM (mg/kg) associated with a higher risk of dose-limiting toxicity (DLT). RESULTS 152 patients were included in the study, of whom 62 (40.8%) experienced DLT. nab-Paclitaxel dose/LBM ranged from 0.98 to 8.76 mg/kg. A threshold for nab-paclitaxel dose/LBM that optimally predicted risk of DLT was identified at 5.83 mg/kg. Above this cut-off, 18/31 (58.1%) patients experienced DLT, compared to 44/121 (36.4%) patients below (p = 0.028). Patients above this cut-off had a higher incidence of peripheral neuropathy compared to those below, though this was not statistically significant based on an adjusted p-value threshold (48.4 vs. 29.8% respectively, p = 0.050). Body mass index, body surface area, and absolute initial doses of nab-paclitaxel or gemcitabine did not significantly impact likelihood of DLT. CONCLUSIONS nab-Paclitaxel dose normalized to LBM, based on CT-derived measures of skeletal muscle, has potential to predict risk of chemotherapy toxicity. Chemotherapy dosing based on body composition, rather than conventional anthropometric measures, may be effective in reducing treatment toxicity.
Collapse
|
54
|
Youn S, Chen A, Ha V, Chambers C, Eurich DT, McCall M, Sawyer MB. Abstract 432: Sarcopenia predicts dose-limiting toxicity in metastatic pancreatic cancer treated with gemcitabine plus nab-paclitaxel. Cancer Res 2021. [DOI: 10.1158/1538-7445.am2021-432] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Introduction: Gemcitabine (GEM) plus nab-paclitaxel (nab) has been shown to improve overall survival (OS) compared to GEM monotherapy in patients with metastatic pancreatic cancer. However, GEM/nab is associated with increased toxicity. Our study evaluated whether sarcopenia increased the likelihood of chemotherapy toxicity in pancreatic cancer treated with GEM/nab.
Methods: A retrospective review was performed of all patients who received GEM/nab as first-line therapy for metastatic pancreatic cancer at a northern Alberta cancer institute (Canada) from 2014-2017. Patients were included if a computed tomography (CT) scan of the abdomen and pelvis was performed within 60 days of starting chemotherapy. Skeletal muscle surface area was measured at L3 on baseline CT scans and normalized for height to determine skeletal muscle index (SMI, cm2/m2). Dose-limiting toxicity (DLT) was defined as dose reduction or treatment discontinuation due to toxicity. Optimal stratification was used to establish sex-specific SMI cut-offs with DLT as an outcome.
Results: 152 patients were included in the study. 88 patients (57.8%) were male and median age was 66.5 years (range 34-95). 62 patients (40.8%) experienced DLT. SMI cut-offs were determined as <48.0 cm2/m2 in males and <39.55 cm2/m2 in females. Sarcopenia prevalence using these cut-offs was 54.6%. DLT incidence was significantly higher in sarcopenic versus non-sarcopenic patients (55.4 vs. 23.2% respectively, p<0.001). In multivariate logistic regression accounting for advanced age (>65), sex, BMI category, and performance status (PS), sarcopenia significantly increased the likelihood of DLT (OR 7.21, 95% CI 3.02-17.24, p<0.001). Sarcopenia did not impact OS (HR 1.30, 95% CI 0.94-1.80, p=0.118) or progression-free survival (HR 0.66, 95% CI 0.42-1.03, p=0.071).
Conclusion: In pancreatic cancer treated with GEM/nab, sarcopenic patients are significantly more likely to experience DLT, independent of age, sex, BMI, and PS. These findings could have implications for reduced chemotherapy dosing in sarcopenic patients.
Citation Format: Susie Youn, Angela Chen, Vincent Ha, Carole Chambers, Dean T. Eurich, Michael McCall, Michael B. Sawyer. Sarcopenia predicts dose-limiting toxicity in metastatic pancreatic cancer treated with gemcitabine plus nab-paclitaxel [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2021; 2021 Apr 10-15 and May 17-21. Philadelphia (PA): AACR; Cancer Res 2021;81(13_Suppl):Abstract nr 432.
Collapse
|
55
|
Lee C, Round JM, Klarenbach S, Hanlon JG, Hyshka E, Dyck JRB, Eurich DT. Gaps in evidence for the use of medically authorized cannabis: Ontario and Alberta, Canada. Harm Reduct J 2021; 18:61. [PMID: 34103058 PMCID: PMC8186125 DOI: 10.1186/s12954-021-00509-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2021] [Accepted: 06/01/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND With legal access to medical cannabis in Canada since 2001, there is a need to fully characterize its use at both the individual and population levels. We draw on data from Canada's largest cohort study of medical cannabis to identify the primary reasons for medical cannabis authorization in Canada from 2014 to 2019 in two major provinces: Alberta (AB) and Ontario (ON), and review the extent that evidence supports each indication. METHODS Self-reported baseline assessments were collected from adult patients in ON (n = 61,835) and AB (n = 3410) who were authorized medical cannabis. At baseline, sociodemographic, primary medical information, and validated clinical questionnaires were completed by patients as part of an individual assessment. Patients' reasons for seeking medical cannabis were compared to published reviews and guidelines to assess the level of evidence supporting medical cannabis use for each condition. RESULTS Medical cannabis use in both AB and ON was similar in both demographic and reason for authorization. The most common reasons for medical cannabis authorization were: (1) pain (AB = 77%, ON = 76%) primarily due to chronic musculoskeletal, arthritic, and neuropathic pain, (2) mental health concerns (AB = 32.9%, ON = 38.7%) due to anxiety and depression, and (3) sleep problems (AB = 28%, ON = 25%). More than 50 other conditions were identified as reasons for obtaining authorization. CONCLUSION In both AB and ON, the majority of reasons for medical cannabis authorization are not substantiated by clinical evidence to fully support its efficacy for long-term use. Ongoing epidemiological studies on medical cannabis on these treatments are warranted to fully outline its treatment benefits or risks.
Collapse
|
56
|
Webb AN, Izquierdo DL, Eurich DT, Shapiro AMJ, Bigam DL. The Actual Operative Costs of Liver Transplantation and Normothermic Machine Perfusion in a Canadian Setting. PHARMACOECONOMICS - OPEN 2021; 5:311-318. [PMID: 33190212 PMCID: PMC8160033 DOI: 10.1007/s41669-020-00241-8] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 10/30/2020] [Indexed: 05/25/2023]
Abstract
BACKGROUND Liver transplantation is an effective treatment for end-stage liver disease. However, waiting lists continue to lengthen as demand exceeds supply. Use of extended criteria donors has helped but is associated with increased rates of complications. The application of normothermic machine perfusion (NMP) has been shown to be protective, especially in more marginal grafts. Despite this benefit, no cost-effectiveness studies have been published. OBJECTIVE This study serves as a prelude to a cost-effectiveness analysis of the costs of liver procurement, transplantation, and machine perfusion in a Canadian setting. METHODS The total costs were calculated for 106 in-province procurements, the set cost for 237 out-of-province procurements, and 343 liver transplantations. These costs include overheads, supplies, anaesthesia technologist and nursing salaries, and physician billings. Base and modified costs for all procedures were calculated, with consideration of physician billing modifiers. The total cost per run of NMP was calculated, with a range based on variations in the exchange rates for Great British pounds (₤) to Canadian dollars ($Can), year 2019 values. RESULTS Costs were $Can30,770.22 for in-province and $Can44,636.73 for out-of-province liver procurement and transplantation. These increased to $Can35,659.22 and 48,076.18 when considering modifiers. The minimum cost per NMP run was $Can18,593.02. CONCLUSIONS Although the cost per run is substantial, NMP could potentially lead to cost savings by decreasing night-time salary premiums, complications, and patient length of stay. A formal cost-effectiveness study of NMP in liver transplantation is underway to help clarify the financial benefit or burden of this new technology.
Collapse
|
57
|
Sharma V, Kulkarni V, Eurich DT, Kumar L, Samanani S. Safe opioid prescribing: a prognostic machine learning approach to predicting 30-day risk after an opioid dispensation in Alberta, Canada. BMJ Open 2021; 11:e043964. [PMID: 34039572 PMCID: PMC8160164 DOI: 10.1136/bmjopen-2020-043964] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/18/2020] [Accepted: 05/18/2021] [Indexed: 11/03/2022] Open
Abstract
OBJECTIVE To develop machine learning models employing administrative health data that can estimate risk of adverse outcomes within 30 days of an opioid dispensation for use by health departments or prescription monitoring programmes. DESIGN, SETTING AND PARTICIPANTS This prognostic study was conducted in Alberta, Canada between 2017 and 2018. Participants included all patients 18 years of age and older who received at least one opioid dispensation. Pregnant and cancer patients were excluded. EXPOSURE Each opioid dispensation served as an exposure. MAIN OUTCOMES/MEASURES Opioid-related adverse outcomes were identified from linked administrative health data. Machine learning algorithms were trained using 2017 data to predict risk of hospitalisation, emergency department visit and mortality within 30 days of an opioid dispensation. Two validation sets, using 2017 and 2018 data, were used to evaluate model performance. Model discrimination and calibration performance were assessed for all patients and those at higher risk. Machine learning discrimination was compared with current opioid guidelines. RESULTS Participants in the 2017 training set (n=275 150) and validation set (n=117 829) had similar baseline characteristics. In the 2017 validation set, c-statistics for the XGBoost, logistic regression and neural network classifiers were 0.87, 0.87 and 0.80, respectively. In the 2018 validation set (n=393 023), the corresponding c-statistics were 0.88, 0.88 and 0.82. C-statistics from the Canadian guidelines ranged from 0.54 to 0.69 while the US guidelines ranged from 0.50 to 0.62. The top five percentile of predicted risk for the XGBoost and logistic regression classifiers captured 42% of all events and translated into post-test probabilities of 13.38% and 13.45%, respectively, up from the pretest probability of 1.6%. CONCLUSION Machine learning classifiers, especially incorporating hospitalisation/physician claims data, have better predictive performance compared with guideline or prescription history only approaches when predicting 30-day risk of adverse outcomes. Prescription monitoring programmes and health departments with access to administrative data can use machine learning classifiers to effectively identify those at higher risk compared with current guideline-based approaches.
Collapse
|
58
|
Wozniak LA, Soprovich AL, Johnson JA, Eurich DT. Adopting and implementing an innovative model to organize diabetes care within First Nations communities: A qualitative assessment. BMC Health Serv Res 2021; 21:415. [PMID: 33941176 PMCID: PMC8094479 DOI: 10.1186/s12913-021-06424-1] [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: 12/11/2020] [Accepted: 04/16/2021] [Indexed: 11/15/2022] Open
Abstract
Background Diabetes care remains suboptimal in First Nations populations. Innovative and culturally relevant approaches are needed to promote systematic and proactive organization of diabetes care for people living with diabetes on-reserve in Canada. The RADAR model is one strategy to improve care: an integrated disease registry paired with an electronic health record for local community healthcare providers with remote care coordination. We qualitatively assessed adoption and implementation of RADAR in First Nations communities in Alberta to inform its potential spread in the province. Methods We used the RE-AIM framework to evaluate adoption and implementation of RADAR in 6 First Nations communities. Using purposeful sampling, we recruited local healthcare providers and remote care coordinators involved in delivering RADAR to participate in telephone or in-person interviews at 6- and 24-months post-implementation. Interviews were digitally recorded, transcribed, and verified for accuracy. Data was analyzed using content analysis and managed using ATLAS.ti 8. Results In total, we conducted 21 semi-structured interviews (6 at 6-months; 15 at 24-months) with 11 participants. Participants included 3 care coordinators and 8 local healthcare providers, including registered nurses, licensed practical nurses, and registered dietitians. We found that adoption of RADAR was influenced by leadership as well as appropriateness, acceptability, and perceived value of the model. In addition, we found that implementation of RADAR was variable across communities regardless of implementation supports and appropriate community-specific adaptations. Conclusions The variable adoption and implementation of RADAR has implications for how likely it will achieve its anticipated outcomes. RADAR is well positioned for spread through continued appropriate community-based adaptations and by expanding the existing implementation supports, including dedicated human resources to support the delivery of RADAR and the provision of levels of RADAR based on existing or developed capacity among local HCPs. Trial registration Not applicable to this qualitative assessment. ISRCTN14359671. Supplementary Information The online version contains supplementary material available at 10.1186/s12913-021-06424-1.
Collapse
|
59
|
Lee C, Lin M, Martins KJB, Dyck JRB, Klarenbach S, Richer L, Jess E, Hanlon JG, Hyshka E, Eurich DT. Opioid use in medical cannabis authorization adult patients from 2013 to 2018: Alberta, Canada. BMC Public Health 2021; 21:843. [PMID: 33933061 PMCID: PMC8088205 DOI: 10.1186/s12889-021-10867-w] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Accepted: 04/15/2021] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND The opioid overdose epidemic in Canada and the United States has become a public health crisis - with exponential increases in opioid-related morbidity and mortality. Recently, there has been an increasing body of evidence focusing on the opioid-sparing effects of medical cannabis use (reduction of opioid use and reliance), and medical cannabis as a potential alternative treatment for chronic pain. The objective of this study is to assess the effect of medical cannabis authorization on opioid use (oral morphine equivalent; OME) between 2013 and 2018 in Alberta, Canada. METHODS All adult patients defined as chronic opioid users who were authorized medical cannabis by their health care provider in Alberta, Canada from 2013 to 2018 were propensity score matched to non-authorized chronic opioid using controls. A total of 5373 medical cannabis patients were matched to controls, who were all chronic opioid users. The change in the weekly average OME of opioid drugs for medical cannabis patients relative to controls was measured. Interrupted time series (ITS) analyses was used to assess the trend change in OME during the 26 weeks (6 months) before and 52 weeks (1 year) after the authorization of medical cannabis among adult chronic opioid users. RESULTS Average age was 52 years and 54% were female. Patients on low dose opioids (< 50 OME) had an increase in their weekly OME per week (absolute increase of 112.1 OME, 95% CI: 104.1 to 120.3); whereas higher dose users (OME > 100), showed a significant decrease over 6 months (- 435.5, 95% CI: - 596.8 to - 274.2) compared to controls. CONCLUSIONS This short-term study found that medical cannabis authorization showed intermediate effects on opioid use, which was dependent on initial opioid use. Greater observations of changes in OME appear to be in those patients who were on a high dosage of opioids (OME > 100); however, continued surveillance of patients utilizing both opioids and medical cannabis is warranted by clinicians to understand the long-term potential benefits and any harms of ongoing use.
Collapse
|
60
|
Lee C, Voaklander D, Minhas-Sandhu JK, Hanlon JG, Hyshka E, Dyck JRB, Eurich DT. Cohort study of medical cannabis authorization and motor vehicle crash-related healthcare visits in 2014-2017 in Ontario, Canada. Inj Epidemiol 2021; 8:33. [PMID: 33906699 PMCID: PMC8080313 DOI: 10.1186/s40621-021-00321-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2020] [Accepted: 03/15/2021] [Indexed: 11/20/2022] Open
Abstract
Background With increasing numbers of countries/jurisdictions legalizing cannabis, cannabis impaired driving has become a serious public health concern. Despite substantive research linking cannabis use with higher rates of motor vehicle crashes (MVC), there is an absence of conclusive evidence linking MVC risk with medical cannabis use. In fact, there is no clear understanding of the impact of medical cannabis use on short- and long-term motor vehicle-related healthcare visits. This study assesses the impact of medical cannabis authorization on motor vehicle-related health utilization visits (hospitalizations, ambulatory care, emergency department visits, etc) between 2014 and 2017 in Ontario, Canada. Methods A matched cohort study was conducted on patients authorized to use medical cannabis and controls who did not receive authorization for medical cannabis – in Ontario, Canada. Overall, 29,153 adult patients were identified and subsequently linked to the administrative databases of the Ontario Ministry of Health, providing up to at least 6 months of longitudinal follow-up data following the initial medical cannabis consultation. Interrupted time series analyses was conducted to evaluate the change in rates of healthcare utilization as a result of MVC 6 months before and 6 months after medical cannabis authorization. Results Over the 6-month follow-up period, MVC-related visits in medical cannabis patients were 0.50 visits/10000 patients (p = 0.61) and − 0.31 visits/10000 patients (p = 0.64) for MVC-related visits in controls. Overall, authorization for medical cannabis was associated with an immediate decrease in MVC-related visits of − 2.42 visits/10000 patients (p = 0.014) followed by a statistically significant increased rate of MVC-related visits (+ 0.89 events/10,000 in those authorized medical cannabis) relative to controls in the period following their authorization(p = 0.0019). Overall, after accounting for both the immediate and trend effects, authorization for medical cannabis was associated with an increase of 2.92 events/10,000 (95%CI 0.64 to 5.19) over the entire follow-up period. This effect was largely driven by MVC-related emergency department visits (+ 0.80 events/10,000, p < 0.001). Conclusions Overall, there was an association between medical cannabis authorization and healthcare utilization, at the population level, in Ontario, Canada. These findings have public health importance and patients and clinicians should be fully educated on the potential risks. Continued follow-up of medically authorized cannabis patients is warranted to fully comprehend long-term impact on motor vehicle crash risk.
Collapse
|
61
|
Zongo A, Simpson S, Johnson JA, Eurich DT. Effect of a pharmacy comprehensive chronic diseases care plan on use of lipid-lowering drugs among patients with hypertension. J Manag Care Spec Pharm 2021; 27:426-434. [PMID: 33769856 PMCID: PMC10390929] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
BACKGROUND: The management of chronic diseases is a continuing challenge for health care systems and patients. OBJECTIVE: To assess the effect of a pharmacist-specific chronic diseases management incentive plan (the Comprehensive Annual Care Plan [CACP]) implemented by the government of Alberta (Canada) on adherence to lipid-lowering drugs (LLD) among patients with hypertension. METHODS: We conducted a cohort study of patients with hypertension who received the CACP between 2012 and 2015, using administrative health data. Patients who qualified to receive the CACP but did not receive it were selected as controls. Adherence was assessed 1 year before and after the CACP as the proportion of days covered (PDC) by any LLD. We conducted 2 distinct logistic regressions to assess the likelihood of an increase of the post-CACP PDC by 0.20 among patients with poor pre-CACP adherence (i.e., pre-CACP PDC < 0.80), and the post-CACP PDC decrease by 0.20 among those with previous good adherence. RESULTS: Data for 12,763 CACP patients and 14,555 controls were analysed. CACP patients who had a pre-CACP PDC < 0.80 were more likely to increase their PDC compared with controls (44.7% vs. 37.8%; adjusted odds ratio [aOR] = 1.34; 95% CI = 1.22-1.46). Conversely, CACP and control patients with a pre-CACP PDC ≥ 0.80 had similar likelihood to decrease their PDC (13.4% vs. 14.1%; aOR = 0.96; 95% CI = 0.88-1.04). CONCLUSIONS: The pharmacy CACP was associated with a modest improvement of adherence to LLD. The incentive system for improved care seemed more effective among patients who had low baseline adherence rates with minimal effect in those with previous good adherence. DISCLOSURES: This work was supported by a grant from the Institute of Health Economics, with funding from Alberta Innovates and Eli Lilly Canada. The sponsor had no role in the study design, data acquisition, analysis, interpretation of the results, and the decision to publish. The authors have no conflicts of interest to disclose. This study is based on data provided by Alberta Health. The interpretation and conclusions contained herein are those of the researchers and do not necessarily represent the views of the government of Alberta nor the funder (Institute of Health Economics). Neither the government nor Alberta Health nor the Institute of Health Economics express any opinion in relation to this study.
Collapse
|
62
|
Zongo A, Simpson S, Johnson JA, Eurich DT. Effect of a pharmacy comprehensive chronic diseases care plan on use of lipid-lowering drugs among patients with hypertension. J Manag Care Spec Pharm 2021. [DOI: 10.18553/jmcp.2021.27.4.426] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
|
63
|
Youn S, Reif R, Chu MP, Smylie M, Walker J, Eurich DT, Ghosh S, Sawyer MB. Myosteatosis is prognostic in metastatic melanoma treated with nivolumab. Clin Nutr ESPEN 2021; 42:348-353. [PMID: 33745604 DOI: 10.1016/j.clnesp.2021.01.009] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Revised: 01/02/2021] [Accepted: 01/05/2021] [Indexed: 12/12/2022]
Abstract
BACKGROUND While immunotherapy agents have improved outcomes in metastatic melanoma (MM), predictive biomarkers in these patients are lacking. Parameters identified from body composition analysis, such as low SMD (also termed myosteatosis), may prognosticate MM patients on immunotherapy. METHODS In this retrospective study, 44 MM patients received nivolumab, either as monotherapy or in combination with ipilimumab. Pre-treatment computed tomography (CT) scans were analyzed to determine skeletal muscle density (SMD) in Hounsfield units (HU) and muscle surface area (MSA) in cm2 at L3. MSA was used to determine nivolumab dosing in mg/cm2. RESULTS Low SMD was associated with worse overall survival (OS) by log rank test (median 12.03 vs. 34.96 months, p = 0.001) and in multivariate analysis when accounting for age, sex, performance status, and number of prior lines of therapy (HR 4.40, 95% CI 1.44-13.42, p = 0.009). Lower nivolumab dosing by MSA was significantly associated with improved OS (median 42.9 vs. 12.3 months, p < 0.001). This association remained significant in multivariate analysis with age, sex, performance status, and number of prior lines of therapy (HR 0.05, 95% CI 0.01-0.30, p = 0.001). Neither SMD nor higher nivolumab dose per MSA were associated with increased incidence of treatment toxicity. CONCLUSIONS Low SMD is prognostic in MM treated with nivolumab immunotherapy. Presence of myosteatosis or higher nivolumab dose based on body composition did not predict treatment toxicity.
Collapse
|
64
|
Seaton CL, Bottorff JL, Soprovich AL, Johnson ST, Duncan MJ, Caperchione CM, Oliffe JL, Rice S, James C, Eurich DT. Men's Physical Activity and Sleep Following a Workplace Health Intervention: Findings from the POWERPLAY STEP Up challenge. Am J Mens Health 2021; 15:1557988320988472. [PMID: 33622063 PMCID: PMC7907949 DOI: 10.1177/1557988320988472] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2020] [Revised: 12/17/2020] [Accepted: 12/28/2020] [Indexed: 11/30/2022] Open
Abstract
The workplace provides an important delivery point for health promotion, yet many programs fail to engage men. A gender-sensitive 8-week team challenge-based intervention targeting increased physical activity was delivered at a petrochemical worksite. The purpose of this study was to examine men's pre-post physical activity and sleep following the intervention, as well as to explore program acceptability and gather men's recommendations for health promotion. Pre-post surveys assessed physical activity, sleep, program exposure, acceptability, and suggestions for continued support. Overall, 328 men completed baseline surveys and 186 (57%) completed follow-up surveys. Walking increased by 156.5 min/week, 95% confidence interval (61.2, 251.8), p = .001. Men with higher program exposure increased moderate and vigorous activity 49.4 min more than those with low exposure (p = .026). Sleep duration and quality were higher postintervention, though changes were modest. Program acceptability was high as was intention to maintain physical activity. Men's suggestions to enable physical activity involved workplace practices/resources, reducing workload, and leadership support. These findings suggest that a gender-sensitive physical activity workplace intervention showed promise for improving physical activity and sleep among men. The men's suggestions reflected workplace health promotion strategies, reinforcing the need for employers to support ongoing health promotion efforts.
Collapse
|
65
|
Siyam T, Shivji A, Ross S, Eurich DT, Lavasanifar A, Yuksel N. Developing and evaluating a patient decision aid for hormone therapy to manage symptoms of surgical menopause: the story behind the "SheEmpowers" patient decision aid. ACTA ACUST UNITED AC 2020; 28:157-166. [PMID: 33235034 DOI: 10.1097/gme.0000000000001685] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVES To develop and evaluate an evidence-based patient decision aid (PDA) that can support women making decisions on hormone therapy (HT) for the management of early surgical menopause. METHODS The PDA development was guided by the Ottawa Decision Support Framework and the International Patient Decision Aid Standards and involved three phases: an exploratory phase to identify women's decisional needs; a development phase to identify evidence related to treatment options and draft initial prototype; and an evaluation phase to evaluate the prototype and elicit views on acceptability in women (N = 12). All phases were driven by a multidisciplinary group of researchers, clinicians, and patient stakeholders to ensure women's priorities were met. RESULTS A prototype PDA was drafted based on needs identified from the exploratory phase. The PDA has five domains: information on surgical menopause and HT; HT outcome probabilities; patient stories; values clarification; and guidance in deliberation. Participants in the evaluation phase perceived the tool as acceptable and offered suggestions for modifications. CONCLUSION Through our adopted, systematic approach the SheEmpowers PDA was developed to help women overcome deterrents to decision-making related to lack of knowledge, decision-making skills, and involvement in therapy decisions. The decisional effectiveness of the tool is to be assessed in future studies.
Collapse
|
66
|
Sharma V, Simpson SH, Samanani S, Jess E, Eurich DT. Concurrent use of opioids and benzodiazepines/Z-drugs in Alberta, Canada and the risk of hospitalisation and death: a case cross-over study. BMJ Open 2020; 10:e038692. [PMID: 33444187 PMCID: PMC7682464 DOI: 10.1136/bmjopen-2020-038692] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/20/2020] [Revised: 10/05/2020] [Accepted: 10/26/2020] [Indexed: 12/17/2022] Open
Abstract
OBJECTIVES Coprescribing of benzodiazepines/Z-drugs (BZDs) and opioids is a drug-use pattern of considerable concern due to risk of adverse events. The objective of this study is to estimate the effect of concurrent use of BZDs on the risk of hospitalisations/emergency department (ED) visits and deaths among opioid users. DESIGN, SETTING AND PARTICIPANTS We conducted a population-based case cross-over study during 2016-2018 involving Albertans 18 years of age and over who received opioids. From this group, we identified 1 056 773 people who were hospitalised or visited the ED, and 31 998 who died. INTERVENTION Concurrent use of opioids and BZDs. OUTCOMES We estimated the risk of incident all-cause hospitalisation/ED visits and all-cause mortality associated with concurrent BZD use by applying a matched-pair analyses comparing concurrent use to opioid only use. RESULTS Concurrent BZD use occurred in 17% of opioid users (179 805/1 056 773). Overall, concurrent use was associated with higher risk of hospitalisation/ED visit (OR 1.13, p<0.001) and all cause death (OR 1.90; p<0.001). The estimated risk of hospitalisation/ED visit was highest in those >65 (OR 1.5; p<0.001), using multiple health providers (OR 1.67; p<0.001) and >365 days of opioid use (OR 1.76; p<0.001). Events due to opioid toxicity were also associated with concurrent use (OR 1.8; p<0.001). Opioid dose-response effects among concurrent patients who died were also noted (OR 3.13; p<0.001). INTERPRETATION Concurrent use of opioids and BZDs further contributes to the risk of hospitalisation/ED visits and mortality in Alberta, Canada over opioid use alone, with higher opioid doses, older age and increased number of unique health providers carrying higher risks. Regulatory bodies and health providers should reinforce safe drug-use practices and be vigilant about coprescribing.
Collapse
|
67
|
Necyk C, Johnson JA, Minhas-Sandhu J, Tsuyuki RT, Eurich DT. Evaluation of comprehensive annual care plans by pharmacists in Alberta for patients with complex conditions. J Am Pharm Assoc (2003) 2020; 60:1029-1036.e1. [PMID: 32962900 DOI: 10.1016/j.japh.2020.08.025] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2020] [Revised: 07/28/2020] [Accepted: 08/17/2020] [Indexed: 11/26/2022]
Abstract
OBJECTIVES To characterize the population of patients who received a pharmacist-billed comprehensive annual care plan (CACP) in Alberta and to evaluate any changes in health care use for such patients, including physician visits, hospitalizations, and emergency department (ED) visits. METHODS We used administrative data from Alberta Health to identify all individuals in Alberta who received a pharmacist CACP between July 1, 2012, and March 31, 2015. Two control patients were identified for each CACP patient, matched on age, sex, provider, date of service, and qualifying conditions. Controlled interrupted time series analyses were used to evaluate changes in physician visits, all-cause and ambulatory care-sensitive condition (ACSC)-related hospitalizations, and ED visits in the 12 months before and after the CACP index date. RESULTS Between July 1, 2012, and March 31, 2015, 188,640 pharmacy CACPs were billed in Alberta. Of these, 137,178 CACP patients were matched to 241,658 control patients. Those who received a CACP were associated with an overall decrease in all-cause hospitalizations, ACSC-related ED visits, and physician visits (181, 144, and 1206 events per 10,000 people, respectively, P < 0.05) compared with controls. However, among those who received a CACP, all-cause ED visits and ACSC-related hospitalizations increased by 40.1 and 8 visits per 10,000, respectively (P < 0.05), compared with controls. CONCLUSION The uptake of the pharmacy CACP remuneration model has been substantial since 2012. Overall, the CACP philosophy of a single yearly assessment has demonstrated limited impact on major health care use.
Collapse
|
68
|
Round JM, Lee C, Hanlon JG, Hyshka E, Dyck JRB, Eurich DT. Changes in patient health questionnaire (PHQ-9) scores in adults with medical authorization for cannabis. BMC Public Health 2020; 20:987. [PMID: 32576158 PMCID: PMC7310462 DOI: 10.1186/s12889-020-09089-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2020] [Accepted: 06/11/2020] [Indexed: 02/06/2023] Open
Abstract
Background Legal access to medical cannabis is increasing world-wide. Despite this, there is a lack of evidence surrounding its efficacy on mental health outcomes, particularly, on depression. This study assesses the effect of medical cannabis on Patient Health Questionnaire (PHQ-9) scores in adult patients between 2014 and 2019 in Ontario and Alberta, Canada. Methods An observational cohort study of medically authorized cannabis patients in Ontario and Alberta. Overall change in PHQ-9 scores from baseline to follow-up were evaluated (mean change) over a time period of up to 3.2 years. Results 37,338 patients from the cohort had an initial PHQ-9 score recorded with 5103 (13.7%) patients having follow-up PHQ-9 scores. The average age was 54 yrs. (SD 15.7), 46% male, 50% noted depression at baseline. The average PHQ-9 score at baseline was 10.5 (SD 6.9), following a median follow-up time of 196 days (IQR: 77–451) the average final PHQ-9 score was 10.3 (SD 6.8) with a mean change of − 0.20 (95% CI: − 0.26, − 0.14, p-value < 0.0001). Overall, 4855 (95.1%) had no clinically significant change in their PHQ-9 score following medical cannabis use while 172 (3.4%) reported improvement and 76 (1.5%) reported worsening of their depression symptoms. Conclusions Although the majority showed no clinically important changes in PHQ-9 scores, a number of patients showed improvement or deteriorations in PHQ-9 scores. Future studies should focus on the parallel use of screening questionnaires to control for PHQ-9 sensitivity and to explore potential factors that may have attributed to the improvement in scores pre- and post- 3-6 month time period.
Collapse
|
69
|
Lee N, Smith SW, Hui DSC, Ye M, Zelyas N, Chan PKS, Drews SJ, Zapernick L, Wong R, Labib M, Shokoples S, Eurich DT. Development of an Ordinal Scale Treatment Endpoint for Adults Hospitalized With Influenza. Clin Infect Dis 2020; 73:e4369-e4374. [PMID: 32827251 DOI: 10.1093/cid/ciaa777] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2019] [Accepted: 06/11/2020] [Indexed: 01/16/2023] Open
Abstract
BACKGROUND An obstacle in influenza therapeutics development is the lack of clinical endpoints, especially in hospitalized patients. A single time-point binary outcome measure is limited by patients' diverse clinical trajectories and low event rates. METHODS A 6-point ordinal scale with ascending clinical status severity (scoring: discharged; subacute care; acute care without/with respiratory failure; intensive care unit [ICU]; death) was proposed to study outcomes of adults hospitalized with influenza. Individual patient data from 2 active surveillance cohorts' datasets (2015/2016-2017/2018; Edmonton, Hong Kong) was used for evaluation. The impact of neuraminidase inhibitor (NAI) treatment on longitudinal ordinal outcome changes over 30 days was analyzed using mixed-effects ordinal logistic regression and group-based trajectory models. RESULTS Patient (n = 1226) baseline characteristics included age (mean 68.0 years), virus-type (A 78.1%, B 21.9%), respiratory failure (57.2%), ICU admittance (14.4%), and NAI treatment within 5 days of illness (69.2%). Outcomes at 30 days included discharged (75.2%), subacute care (13.7%), acute care (4.5%), and death (6.6%). Two main clinical trajectories were identified, predictive by baseline scoring (mean ± SD, 4.3 ± 0.6 vs 3.5 ± 0.6, P < .001). Improved outcomes with NAI treatment within 5 days were indicated by significantly lower clinical status scores over time (unadjusted odds ratio [OR], 0.53; 95% confidence interval [CI], .41-.69; P < .001; adjusted OR, 0.62; 95% CI, .50-.77; P < .001, for baseline score, age, and within-patient correlations). In subanalysis, influenza vaccination was also associated with lower scores (adjusted OR, 0.67; 95% CI, .50-.90; P = .007). Analyses of binary endpoints showed insignificant results. CONCLUSIONS The ordinal outcome scale is a potentially useful clinical endpoint for influenza therapeutic trials, which could account for the diverse clinical trajectories of hospitalized patients, warranting further development.
Collapse
|
70
|
Soprovich AL, Seaton CL, Bottorff JL, Duncan MJ, Caperchione CM, Oliffe JL, James C, Rice S, Tjosvold L, Eurich DT, Johnson ST. A systematic review of workplace behavioral interventions to promote sleep health in men. Sleep Health 2020; 6:418-430. [DOI: 10.1016/j.sleh.2020.04.008] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2019] [Revised: 04/15/2020] [Accepted: 04/17/2020] [Indexed: 01/06/2023]
|
71
|
Rumsey DG, Guzman J, Rosenberg AM, Huber AM, Scuccimarri R, Shiff NJ, Bruns A, Feldman BM, Eurich DT, Benseler S, Berard R, Boire G, Bolaria R, Cabral D, Cameron B, Campillo S, Chan M, Chédeville G, Chetaille A, Dancey P, Dorval J, Duffy C, Ellsworth J, Feldman D, Gross K, Haddad E, Houghton K, Johnson N, Jurencak R, Lang B, Larché M, Laxer R, LeBlanc C, Levy D, Luca N, Miettunen P, Morishita K, Oen K, Petty R, Ramsey S, Roth J, Saint‐Cyr C, Schmeling H, Schneider R, Silverman E, Spiegel L, Stringer E, Tse S, Tucker L, Turvey S, Watanabe Duffy K, Yeung R. Worse Quality of Life, Function, and Pain in Children With Enthesitis, Irrespective of Their Juvenile Arthritis Category. Arthritis Care Res (Hoboken) 2020; 72:441-446. [DOI: 10.1002/acr.23844] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2018] [Accepted: 02/05/2019] [Indexed: 11/07/2022]
|
72
|
Wozniak LA, Johnson JA, Eurich DT. Working towards a better understanding of type 2 diabetes care organization with First Nations communities: a qualitative assessment. ACTA ACUST UNITED AC 2020; 78:7. [PMID: 32025300 PMCID: PMC6998233 DOI: 10.1186/s13690-020-0391-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2019] [Accepted: 01/14/2020] [Indexed: 01/01/2023]
Abstract
Background Diabetes care is suboptimal in First Nations populations. Innovative and culturally-relevant approaches are needed to promote proactive organization of diabetes care for diabetes patients on-reserve in Canada. The Reorganizing the Approach to Diabetes care through the Application of Registries (RADAR) model is one strategy to improve care: an integrated disease registry and electronic health record for community healthcare workers with centralized care coordination. The aim of this study was to qualitatively assess the organization of type 2 diabetes care in participating communities in Alberta, Canada, at baseline prior to implementing RADAR. Methods Using qualitative description, we purposefully sampled healthcare workers involved in diabetes care at each health center. We used the 5Rs framework (i.e., Recognize, Register, Resource, Relay, Recall) to inform the baseline assessment and conducted group interviews in 6 communities with 16 healthcare workers. Detailed notes were taken and validated by participants. Data was managed using ATLAS.ti 8 and analyzed using content analysis. Results We found strong commitment and effort by local healthcare workers to support people living with type 2 diabetes in their communities. However, healthcare workers were limited in their ability to identify (i.e., recognize), track (i.e., register and relay) and manage (i.e., resource and recall) people with type 2 diabetes as proposed by the 5Rs framework. The organization of diabetes care was often reactive and dependent on patients’ abilities to navigate the health system. Interestingly, participants talked about the 5Rs in relationship to one another, not in a linear or isolated manner. Conclusions Overall, the organization of diabetes care in participating communities did not align with the recommended approach of the 5Rs framework. In addition, we propose “reimagining” the 5Rs to reflect the interdependence and mediation of components situated within human and financial resources. This will better equip healthcare workers to assess, plan and execute organized and proactive diabetes care. However, the onus on people living with type 2 diabetes to engage with healthcare services remains a concern. Trial registration ISRCTN.com, ISRCTN14359671.
Collapse
|
73
|
Dubois TB, Simpson SH, Eurich DT. Time to Treatment Intensification in Newly Treated Adult Type 2 Diabetes Patients: Comparison of Canada and the United States. Can J Diabetes 2019; 44:312-316. [PMID: 31831258 DOI: 10.1016/j.jcjd.2019.09.002] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2019] [Revised: 08/30/2019] [Accepted: 09/17/2019] [Indexed: 12/17/2022]
Abstract
OBJECTIVES Our aim in this study was to determine whether differences exist in time to treatment intensification in newly treated type 2 diabetes patients in Canada and the United States (US). METHODS Two separate retrospective cohorts of diabetes patients were used from Canada and the US. Time to treatment intensification (i.e. addition of a second antihyperglycemic agent after initial metformin use) was determined using multivariate Cox proportional hazard models. RESULTS Among new metformin users in 2004‒2007 (2,116 Canadians and 2,631 Americans) >65 years of age, the median time to treatment intensification was 362 days for Canadians and 170 days for Americans (adjusted hazard ratio, 1.99; 95% confidence interval, 1.69 to 2.36). In a second cohort of all adult ages with clinical data between 2008 and 2010 (23,022 Canadians and 19,318 Americans), the median time to treatment intensification was 197 days for Canadians and 119 days for Americans (adjusted hazard ratio, 5.62; 95% confidence interval, 5.246 to 6.029). At treatment intensification, the mean glycated hemoglobin was 9.0% (standard deviation, 2.0) in Canada and 8.6% (standard deviation, 2.2) in the US (p<0.01). CONCLUSIONS Although clinical practice guidelines are similar between Canada and the US, Canadian clinicians have historically demonstrated more clinical inertia compared with their US counterparts with respect to intensifying antihyperglycemic therapy. It is relatively unknown whether these differences currently exist or whether Canadian clinicians have closed the gap.
Collapse
|
74
|
Zongo A, Simpson S, Johnson JA, Eurich DT. Change in Trajectories of Adherence to Lipid-Lowering Drugs Following Non-Fatal Acute Coronary Syndrome or Stroke. J Am Heart Assoc 2019; 8:e013857. [PMID: 31771443 PMCID: PMC6912969 DOI: 10.1161/jaha.119.013857] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
Background Poor adherence to cardioprotective drugs remains a concern among patients for secondary prevention. A better understanding of adherence fluctuations before and after critical health events may inform approaches for addressing or preventing poor adherence. Therefore, we assessed trajectories of adherence to lipid‐lowering drugs before and after acute coronary syndrome (ACS) or stroke and identified post‐ACS/stroke trajectories’ predictors. Methods and Results We conducted a cohort study of patients hospitalized for ACS or stroke in Alberta, Canada, using administrative health data between 2009 and 2015. Patients using lipid‐lowering drugs in the 2 years pre‐hospitalization and had post‐discharge follow‐up ≥365 days were included. We used group‐based trajectory modeling to assess adherence trajectories and multinomial logistic regression to assess trajectories’ predictors. In total, 10 623 patients were included. The average age was 69 years, and 65% were men. Five trajectories were identified in both periods: nearly perfect, gradual increase, gradual decline, rapid decline, and poor adherence throughout. Of patients who were poor adherers, rapidly or gradually declining pre‐hospitalization, 2395/3588 (66.8%) switched to gradual increase or perfect adherence post discharge. Conversely, of patients gradually increasing or nearly perfect before, only 4822/7035 (68.5%) were nearly perfect adherers after. Main predictors of poor post‐ACS/stroke trajectories included older age, female sex, lack of immediate post discharge follow‐up, and prior trajectories. Conclusions This study suggests that adherence post‐ACS/stroke is highly variable and emphasizes the importance for clinicians to recognize that post‐discharge adherence will likely change negatively for prior good adherers. Adherence‐enhancing interventions should occur both early and late following discharge.
Collapse
|
75
|
Hopkins JJ, Reif R, Bigam D, Baracos VE, Eurich DT, Sawyer MM. Change in Skeletal Muscle Following Resection of Stage I-III Colorectal Cancer is Predictive of Poor Survival: A Cohort Study. World J Surg 2019; 43:2518-2526. [PMID: 31222643 DOI: 10.1007/s00268-019-05054-3] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
BACKGROUND Sarcopenia at time of diagnosis predicts worse survival outcomes. It is currently unknown how changes in muscle mass over time interact with sarcopenia in colorectal patients treated with curative intent. Objectives of this study were to quantify sarcopenia and skeletal muscle loss from time of diagnosis to end of surveillance and determine its effect on survival outcomes after completion of 2 years of surveillance. METHODS Retrospective cohort study of stage I-III colorectal cancer patients from 2007-2009, who underwent resection and had preoperative and 2-year surveillance computed tomography scans, without recurrence during that time. Body composition analysis was done at both time points to determine lumbar skeletal muscle index, radiodensity and adiposity. Change over time was standardized as a percentage per year. Cox proportional hazard regression modeling was used for survival analysis. RESULTS Of 667 patients included, median survival from surgery was 7.96 years, with 75 recurrences occurring after 2 years. On average patients lost muscle mass (-0.415%/year; CI -0.789, -0.042) and radiodensity (-5.76 HU/year; CI -6.74, -4.80), but gained total adipose tissue (7.06%/year; CI 4.34, 9.79). Patients with sarcopenia at diagnosis (HR 1.80; CI 1.13, 2.85) or muscle loss over time (HR 1.55; CI 1.01, 2.37) had worse overall survival, with significantly worse joint effect (HR 2.73; CI 1.32, 5.65). CONCLUSIONS Sarcopenia at diagnosis combined with ongoing skeletal muscle loss over time resulted in significantly worse survival. Patients with these features who are recurrence-free at 2 years are more likely to have a non-colorectal cancer cause of death.
Collapse
|