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INTRODUCTION: Describe real-world treatment of osteoporosis and romosozumab treatment patterns in Japan. MATERIALS AND METHODS: Data for patients initiating romosozumab or other antiosteoporotic medications between March 01, 2018, and May 31, 2022, were extracted from the Medical Data Vision (MDV) and Japan Medical Data Center (JMDC) databases. Patients were categorized into four cohorts: those who newly initiated romosozumab within the first (MDV: n = 4782; JMDC: n = 2578) or second (MDV: n = 3888; JMDC: n = 2446) year after launch and those who initiated teriparatide (TPTD; MDV: n = 14,576; JMDC: n = 8259) or non-TPTD antiosteoporotic medications within the first year of romosozumab launch (MDV: n = 352,142; JMDC: n = 185,785). RESULTS: Mean age, sex, baseline cardiovascular history, comorbidities, and concomitant medications were similar across cohorts. In the MDV database, fracture history was higher in the romosozumab year-1 (59.3%), year-2 (64.1%), and TPTD (65.5%) cohorts versus the non-TPTD cohort (24.4%). Similar rates were identified in the JMDC database: romosozumab year-1 (64.7%), year-2 (66.6%), TPTD (67.5%), and non-TPTD (27.8%). Vertebral fractures were most common in all cohorts. 12-month romosozumab discontinuation varied between the year-1 and year-2 cohorts in MDV (62.4% and 58.8%) and JMDC (57.1% and 52.7%), whereas mean number of injections remained consistent (MDV: 9.7 and 9.8; JMDC: 7.3 and 7.8). Romosozumab persistence was lower in year-1 versus year-2 (MDV: 37.6% and 42.9%; JMDC: 41.2% and 47.3%). CONCLUSION: Patients initiating romosozumab and TPTD had a high fracture history. Given the dual effects of promoting bone formation and suppressing resorption, improving romosozumab adherence and persistence over time may be important for antiosteoporotic therapy.
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The most accurate prognostic approach for follicular lymphoma (FL), progression of disease at 24 months (POD24), requires two years' observation after initiating first-line therapy (L1) to predict outcomes. We applied machine learning to structured electronic health record (EHR) data to predict individual survival at L1 initiation. We grouped 523 observations and 1933 variables from a nationwide cohort of FL patients diagnosed 2006-2014 in the Veterans Health Administration into traditionally used prognostic variables ("curated"), commonly measured labs ("labs"), and International Classification of Diseases diagnostic codes ("ICD") sets. We compared performance of random survival forests (RSF) vs. traditional Cox model using four datasets: curated, curated + labs, curated + ICD, and curated + ICD + labs, also using Cox on curated + POD24. We evaluated variable importance and partial dependence plots with area under the receiver operating characteristic curve (AUC). RSF with curated + labs performed best, with mean AUC 0.73 (95% CI: 0.71-0.75). It approximated, but did not surpass, Cox with POD24 (mean AUC 0.74 [95% CI: 0.71-0.77]). RSF using EHR data achieved better performance than traditional prognostic variables, setting the foundation for the incorporation of our algorithm into the EHR. It also provides for possible future scenarios in which clinicians could be provided an EHR-based tool which approximates the predictive ability of the most accurate known indicator, using information available 24 months earlier.
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Lymphoma, Follicular , Veterans , Electronic Health Records , Humans , International Classification of Diseases , Lymphoma, Follicular/diagnosis , Machine LearningABSTRACT
Little is known about real-world treatment patterns and outcomes in Waldenström macroglobulinemia (WM) following the recent introduction of newer treatments, especially among older adults. We describe patterns of first-line (1 L) WM treatment in early (2006-2012) and modern (2013-2019) eras and report outcomes (overall response rate (ORR), overall survival (OS), progression-free survival (PFS), and adverse event (AE)-related discontinuation) in younger (≤70 years) and older (>70 years) populations. We followed 166 younger and 152 older WM patients who received 1 L treatment between January 2006 and April 2019 in the Veterans Health Administration. Median follow-up was 43.5 months (range: 0.6-147.2 months). Compared to the early era, older patients in the modern era achieved improved ORRs (early: 63.8%, modern: 72.3%) and 41% lower risk of death/progression (hazard ratio (HR) for PFS: 0.59, 95% CI (confidence interval): 0.36-0.95), with little change in AE-related discontinuation between eras (HR: 0.82, 95% CI: 0.4-1.7). In younger patients, the AE-related discontinuation risk increased almost fourfold (HR: 3.9, 95% CI: 1.1-14), whereas treatment effects did not change between eras (HR for OS: 1.4, 95% CI: 0.66-2.8; HR for PFS: 1.1, 95% CI: 0.67-1.7). Marked improvements in survival among older adults accompanied a profound shift in 1 L treatment patterns for WM.
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Veterans/statistics & numerical data , Waldenstrom Macroglobulinemia/drug therapy , Adenine/analogs & derivatives , Adenine/therapeutic use , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Bendamustine Hydrochloride/therapeutic use , Bortezomib/therapeutic use , Chlorambucil/therapeutic use , Cyclophosphamide/therapeutic use , Dexamethasone/therapeutic use , Doxorubicin/therapeutic use , Humans , Kaplan-Meier Estimate , Piperidines/therapeutic use , Prednisone/therapeutic use , Progression-Free Survival , Proportional Hazards Models , Retrospective Studies , Rituximab/therapeutic use , Treatment Outcome , Vidarabine/analogs & derivatives , Vidarabine/therapeutic use , Vincristine/therapeutic use , Waldenstrom Macroglobulinemia/mortalityABSTRACT
Aim: To describe practices and outcomes in veterans with relapsed/refractory diffuse large B-cell lymphoma. Patients & methods: Using Veteran Affairs Cancer Registry System and electronic health record data, we identified relapsed/refractory diffuse large B-cell lymphoma patients completing second-line treatment (2L) in 2000-2016. Treatments were classified as aggressive/nonaggressive. Analyses included descriptive statistics and the Kaplan-Meier estimation of progression-free survival and overall survival. Results: Two hundred and seventy patients received 2L. During median 9.7-month follow-up starting from 2L, 470 regimens were observed, averaging 2.7 regimens/patient: 219 aggressive, 251 nonaggressive. One hundred and twenty-one patients proceeded to third-line, 50 to fourth-line and 18 to fifth-line treatment. Median progression-free survival in 2L was 5.2 months. Median overall survival was 9.5 months. Forty-four patients (16.3%) proceeded to bone marrow transplant. Conclusion: More effective, less toxic treatments are needed and should be initiated earlier in treatment trajectory.
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Lymphoma, Large B-Cell, Diffuse/therapy , Adult , Aged , Aged, 80 and over , Bone Marrow Transplantation , Female , Humans , Lymphoma, Large B-Cell, Diffuse/mortality , Male , Middle Aged , Recurrence , VeteransABSTRACT
Tamoxifen or aromatase inhibitor (AI) therapy may prevent breast cancer recurrence, however, adverse effects may lead to treatment discontinuation. Evidence regarding the occurrence of AI-associated musculoskeletal problems among Asians is scarce. We identified women with breast cancer-initiating tamoxifen or AIs from the Taiwan National Health Insurance Research Database (2007-2012). Using multivariable cause-specific hazard models, we examined the association between endocrine therapy and the risk of any arthritis and carpal tunnel syndrome, adjusting for age, prior cancer treatment, and other health status factors. Among 32,055 eligible women with breast cancer (mean age = 52.6 ± 11.5 years), 87.4% initiated tamoxifen, 3.9% initiated anastrozole, 8.0% initiated letrozole, and 0.7% initiated exemestane. AI users had a higher 1-year cumulative incidence for any arthritis (13.0% vs. 8.2%, p < 0.0001) and carpal tunnel syndrome (1.4% vs. 0.8%, p = 0.008). Compared to tamoxifen users, AI users had a higher risk of any arthritis [adjusted hazard ratio (aHR) = 1.21, 95%CI = 1.09-1.34] and carpal tunnel syndrome (aHR = 1.68, 95%CI = 1.22-2.32). No significant difference was observed in the risks of any arthritis and carpal tunnel syndrome across different AIs. Taxane use was not associated with any arthritis (aHR = 0.92, 95%CI = 0.81-1.05) or carpal tunnel syndrome (aHR = 0.97, 95%CI = 0.67-1.40) compared to other chemotherapies. Taiwanese women with breast cancer-initiating AIs had an increased risk of arthritis and carpal tunnel syndrome compared to those who initiated tamoxifen.
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Background and study aims Endoscopic mucosal resection (EMR) is a standard method for removing sessile colorectal polyps ≥â10âmm. Recently, underwater EMR (UEMR) has been introduced as a potential alternative. However, the effectiveness and safety of UEMR compared with conventional EMR is un clear. Patients and methods In this 1:1 propensity score (PS) matched retrospective cohort study, we compared the en bloc resection rates, procedure time, intraprocedural and delayed bleeding rates, and incidence of muscle layer injury. We also performed subgroup analyses by sizes of polyps (<â20âmm and ≥â20âmm). Results Among 350 polyps in 315 patients from August 2012 to November 2017, we identified 121 PS-matched pairs. Mean polyp size was 16.8âmm. With similar en bloc resection rates (EMR: 82.6â% vs. UEMR: 87.6â%, rate difference: 5.0, 95â% confidence interval [95â% CI]:â-â4 to 13.9â%), UEMR demonstrated a shorter resection time (10.8âmin vs. 8.6âmin, difference: -â2.2âmin, 95â% CI: -â4.1 to -â0.3âmin) and a lower intraprocedural bleeding rate (15.7â% vs. 5.8â%, rate difference: -â9.9â%, 95â% CI: -â17.6 to -â2.2â%). Incidence of delayed bleeding and muscle layer injury were low in both groups. For polyps <â20âmm, effectiveness and safety outcomes were similar in both groups. For polyps ≥â20âmm (42 PS-matched pairs), the UEMR group has a comparable en bloc resection rate with shorter procedure time and superior safety outcomes Conclusions UEMR achieved an en bloc resection rate comparable to conventional EMR with less intraprocedural bleeding and a shorter procedure time.
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BACKGROUND: Patients with end stage renal disease have a high all-cause and cardiovascular mortality. Secondary hyperparathyroidism and vitamin D deficiency are considered part of the mechanism for the excess mortality observed. We aimed to evaluate the relationship between vitamin D use and all-cause mortality. METHODS: In this retrospective cohort study, we included all incident patients who started hemodialysis in Taiwan between 2001 and 2009. Patients were followed from landmark time, i.e., the 360th day from hemodialysis initiation, through the end of 2010 or death. We evaluated the association between activated vitamin D use or not before landmark time and all-cause mortality using conditional landmark analysis with Cox regression. We used group-based trajectory model to categorize high-dose versus average-dose users to evaluate dose-response relationships. RESULTS: During the median follow-up of 1019 days from landmark time, vitamin D users had a lower crude mortality rate than non-users (8.98 versus 12.93 per 100 person-years). Compared with non-users, vitamin D users was associated with a lower risk of death in multivariate Cox model (HR 0.91 [95% CI, 0.87-0.95]) and after propensity score matching (HR 0.94 [95% CI, 0.90-0.98]). High-dose vitamin D users had a lower risk of death than conventional-dose users, HR 0.75 [95% CI, 0.63-0.89]. The association of vitamin D treatment with reduced mortality did not alter when we re-defined landmark time as the 180th day or repeated analyses in patients who underwent hemodialysis in the hospital setting. CONCLUSIONS: Our findings supported the survival benefits of activated vitamin D among incident hemodialysis patients.
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Kidney Failure, Chronic/mortality , Kidney Failure, Chronic/therapy , Renal Dialysis/trends , Vitamin D Deficiency/drug therapy , Vitamin D Deficiency/mortality , Vitamin D/administration & dosage , Administration, Oral , Aged , Cohort Studies , Female , Follow-Up Studies , Humans , Male , Middle Aged , Renal Dialysis/adverse effects , Retrospective Studies , Survival Rate/trends , Taiwan/epidemiology , Treatment OutcomeABSTRACT
IMPORTANCE: Trastuzumab is an essential medicine per the World Health Organization Model List, but its cardiac safety information in Asian women is limited. OBJECTIVE: To estimate the rate and the risk of heart failure (HF) and/or cardiomyopathy (CM) in Asian women undergoing trastuzumab treatment. DESIGN: This cohort study used the Taiwanese National Health Insurance Research Database (NHIRD), a nationwide claim database covering more than 99% of the entire Taiwanese population, to identify 23â¯006 women with incident breast cancer (BC) who received chemotherapy from 2006 to 2009. We grouped women per their initial treatment regimens and found 1066 new trastuzumab users. We matched trastuzumab users with nonusers by year of BC diagnosis and propensity score (PS) with the caliper widths at 0.25 standard deviation of PS (up to 4 nonusers per trastuzumab user). The study lasted from January 2006 to December 2013 with a median follow-up of 5.29 years and a landmark design to avoid immortal time bias. EXPOSURE: Trastuzumab. MAIN OUTCOMES AND MEASURES: To estimate HF and/or CM rates and time to HF and/or CM, we employed a cause-specific hazard model. Trastuzumab exposure was a time-dependent variable, while cumulative courses of chemotherapy agents with known cardiotoxic effects (including anthracyclines, taxanes, and cyclophosphamide) were defined as time-dependent covariates in the analysis model. We also performed 6 sensitivity analyses. RESULTS: In this cohort of 23â¯006 women (mean age, 50.99 years), the crude incidence of HF and/or CM was 4.03% in trastuzumab users and 2.88% in nonusers. The median time to HF and/or CM was 456 days in trastuzumab users and 966 days in nonusers. The 1-year cumulative hazard ratio was 1.86 (95% CI, 1.08-3.19). The sensitivity analyses yielded similar results. CONCLUSIONS AND RELEVANCE: Compared with the published results, the trastuzumab-related HF and/or CM rate was 5-fold lower in Taiwanese women with breast cancer. Nonetheless, our cohort had a similar trastuzumab-related HF and/or CM risk. Our study provides critical cardiac safety information of trastuzumab for Asian women with BC under current treatment guidelines and label information.
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Antineoplastic Agents/adverse effects , Heart Failure/chemically induced , Trastuzumab/adverse effects , Aged , Antineoplastic Agents/therapeutic use , Breast Neoplasms/drug therapy , Breast Neoplasms/epidemiology , Female , Heart Failure/epidemiology , Humans , Incidence , Middle Aged , Proportional Hazards Models , Taiwan/epidemiology , Trastuzumab/therapeutic useABSTRACT
OBJECTIVE: The aim of this study was to determine the validity of in-hospital mortality records in the National Health Insurance Research Database (NHIRD) by cross-comparing with death records from the electronic medical records (EMR) of a medical center in southern Taiwan. METHODS: Data on patients admitted to the medical center for acute myocardial infarction (AMI) or stroke during the years 2005 to 2010 were extracted from the two databases and cross-linkages with patients' characteristics (birth date, gender, admission date, and discharge date). While the death record was available in the catastrophic illness registry data files (CIRD), we also estimated the insurance status and death record in the CIRD subset using confirmed death cases. Additionally, agreement in comorbidities between records from the two databases was evaluated. RESULTS: A total of 6197 cases were successfully linked, with a linkage rate of 96.56% of cases in the NHIRD when linked to those from the EMR. Among the linked population, 538 of 682 patients retrieved as expired in the NHIRD were also so recorded in the EMR. This yielded a positive predictive value of 0.79 when the EMR was used as the gold standard. Patients having death records in both the CIRD subset and the EMR totaled 364, which yielded a percentage positive agreement rate of 76%. The consistency in comorbidity diagnoses between the two databases was more than 90% among matched cases. CONCLUSIONS: The accuracy of death records in the NHIRD was high, and appears to be a valid resource for population research in cardiovascular diseases.
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Databases, Factual/standards , Hospital Mortality , Myocardial Infarction/mortality , National Health Programs/standards , Stroke/mortality , Aged , Aged, 80 and over , Female , Hospital Mortality/trends , Humans , Male , Middle Aged , Myocardial Infarction/diagnosis , Stroke/diagnosis , Taiwan/epidemiologyABSTRACT
BACKGROUND: This study describes the availability and characteristics of databases in Asian-Pacific countries and assesses the feasibility of a distributed network approach in the region. METHODS: A web-based survey was conducted among investigators using healthcare databases in the Asia-Pacific countries. Potential survey participants were identified through the Asian Pharmacoepidemiology Network. RESULTS: Investigators from a total of 11 databases participated in the survey. Database sources included four nationwide claims databases from Japan, South Korea, and Taiwan; two nationwide electronic health records from Hong Kong and Singapore; a regional electronic health record from western China; two electronic health records from Thailand; and cancer and stroke registries from Taiwan. CONCLUSIONS: We identified 11 databases with capabilities for distributed network approaches. Many country-specific coding systems and terminologies have been already converted to international coding systems. The harmonization of health expenditure data is a major obstacle for future investigations attempting to evaluate issues related to medical costs.
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Databases, Factual , Electronic Health Records , Information Dissemination/methods , Insurance, Health , Registries , China , Clinical Coding , Computer Communication Networks , Feasibility Studies , Health Expenditures , Hong Kong , Humans , Japan , Neoplasms , Pharmacoepidemiology , Republic of Korea , Singapore , Stroke , Taiwan , ThailandABSTRACT
PURPOSE: Accurate diagnosis and early recognition of dry eye symptoms are important in the management of dry eye disease (DED). This study aimed to evaluate concordance between patient and clinician assessment of DED severity and treatment response. METHODS: This cross-sectional study was conducted in 2 ophthalmology clinics in Taiwan. Clinicians assessed severity based on the Dry Eye Workshop severity grading (levels 1-4; where 4 = most severe), whereas patients completed the Ocular Surface Disease Index questionnaire. To evaluate the treatment response, patients completed the Subject Global Assessment scale, and clinicians independently assessed patients using the Clinical Global Impression scale. RESULTS: A total of 466 patients were included. Clinicians graded 88.3% of patients as level 1/2, 9.0% as level 3, and 2.7% as level 4 Dry Eye Workshop severity, whereas 44.9% of patients reported normal/mild symptoms, 17.1% with moderate severity, and 38.0% with severe DED. Patients were primarily treated with artificial tears. The clinician assessed 10.3% of patients as unchanged on disease severity after treatment and 88.0% as improved, whereas 49.2% of patients reported dry eye symptoms being almost the same after treatment and 34.6% reported improved symptoms. There was low agreement between clinician and patient assessments in terms of disease severity (rho = 0.17, P < 0.001) and treatment response (rho = 0.22, P < 0.001). CONCLUSIONS: There were marked differences in the degree of DED severity and treatment response between patient and clinician assessment. Clinicians may underestimate DED severity and persistence of dry eye symptoms after treatment with artificial tears.Clinical Trial Registration-URL: http://www.clinicaltrials.gov. Unique identifier: NCT01942226.