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1.
Dermatol Ther (Heidelb) ; 14(5): 1259-1271, 2024 May.
Article in English | MEDLINE | ID: mdl-38727996

ABSTRACT

INTRODUCTION: Real-world data on the efficacy of risankizumab (RZB) in clinical moderate-to-severe plaque psoriasis (PsO) are limited. The RAPID study assessed real-world clinical and patient-reported outcomes in RZB-treated PsO patients using data collected from dermatologists in Canada, the Czech Republic, Germany, Japan, and Poland. METHODS: This ongoing, retrospective chart review collected data from medical records of RZB-treated adults with moderate-to-severe PsO (09/2022-06/2023). Eligible patients received RZB, had ≥ 12 months of medical records after RZB initiation (index date), and had Psoriasis Area and Severity Index (PASI), Investigator Global Assessment (IGA), or static Physician's Global Assessment (sPGA) scores ≥ 3 months before and up to 18 months after the index date. The proportion of patients achieving a clear/almost clear PsO (IGA/sPGA = 0/1), PASI ≤ 1, Dermatology Life Quality Index (DLQI) = 0/1, and a 90%/100% improvement from baseline in PASI as well as the mean changes in PASI, DLQI, itch, and skin pain scores at 12 and 18 months were reported for patients with non-missing assessments at baseline and 12 months. RESULTS: Most patients (66.4%) were male, 74.0% were biologic naïve, and 73.0% had scalp PsO. Mean baseline IGA/sPGA was 3.7 ± 0.5, with a mean PASI of 23.3 ± 11.8. After 12 months, 86.1% of patients reported IGA/sPGA ≤ 1, and 75.7% achieved PASI90; these further increased to 91.1% and 80.5% at 18 months. DLQI, itch, and skin pain scores improved over time. CONCLUSIONS: These data demonstrated the durable, real-world effectiveness of RZB in patients with moderate-to-severe PsO through continued improvement in disease and symptom severity over 18 months, with most of the patients reporting clear/almost clear skin.

2.
Am J Clin Dermatol ; 25(3): 497-508, 2024 May.
Article in English | MEDLINE | ID: mdl-38498268

ABSTRACT

BACKGROUND: Psoriasis is a major global health burden affecting ~ 60 million people worldwide. Existing studies on psoriasis focused on individual-level health behaviors (e.g. diet, alcohol consumption, smoking, exercise) and characteristics as drivers of psoriasis risk. However, it is increasingly recognized that health behavior arises in the context of larger social, cultural, economic and environmental determinants of health. We aimed to identify the top risk factors that significantly impact the incidence of psoriasis at the neighborhood level using populational data from the province of Quebec (Canada) and advanced tree-based machine learning (ML) techniques. METHODS: Adult psoriasis patients were identified using International Classification of Disease (ICD)-9/10 codes from Quebec (Canada) populational databases for years 1997-2015. Data on environmental and socioeconomic factors 1 year prior to psoriasis onset were obtained from the Canadian Urban Environment Health Consortium (CANUE) and Statistics Canada (StatCan) and were input as predictors into the gradient boosting ML. Model performance was evaluated using the area under the curve (AUC). Parsimonious models and partial dependence plots were determined to assess directionality of the relationship. RESULTS: The incidence of psoriasis varied geographically from 1.6 to 325.6/100,000 person-years in Quebec. The parsimonious model (top 9 predictors) had an AUC of 0.77 to predict high psoriasis incidence. Amongst top predictors, ultraviolet (UV) radiation, maximum daily temperature, proportion of females, soil moisture, urbanization, and distance to expressways had a negative association with psoriasis incidence. Nighttime light brightness had a positive association, whereas social and material deprivation indices suggested a higher psoriasis incidence in the middle socioeconomic class neighborhoods. CONCLUSION: This is the first study to highlight highly variable psoriasis incidence rates on a jurisdictional level and suggests that living environment, notably climate, vegetation, urbanization and neighborhood socioeconomic characteristics may have an association with psoriasis incidence.


Subject(s)
Machine Learning , Psoriasis , Residence Characteristics , Socioeconomic Factors , Humans , Psoriasis/epidemiology , Incidence , Quebec/epidemiology , Female , Male , Adult , Residence Characteristics/statistics & numerical data , Risk Factors , Middle Aged , Aged , Young Adult
3.
World Allergy Organ J ; 16(12): 100843, 2023 Dec.
Article in English | MEDLINE | ID: mdl-38075554

ABSTRACT

Background: H1-antihistamines (H1AH) are the first-line treatment for chronic spontaneous urticaria (CSU), but 50% of patients have inadequate disease control at standard doses. Objective: To assess the comorbidity burden and healthcare resource utilization (HRU) associated with non-response to H1AH-based treatments; to identify predictors of non-response. Methods: Optum® de-identified Electronic Health Record dataset (2007-2020) was used to identify adult patients with CSU who initiated a H1AH, alone or in combination with other oral non-biologics (index treatment). Based on twelve-month treatment patterns observed after index treatment initiation, patients were categorized as responders (continued index treatment or had only 1 next H1AH treatment without corticosteroids) or non-responders (continued corticosteroids or had 2 or more treatment switches). Patient characteristics and HRU were assessed in the 12 months before (baseline) and ≥12 months after (follow-up) index treatment initiation. Baseline predictors associated with non-response were identified using machine learning. Results: There were 17 062 patients who met inclusion criteria, and 14824 (86.9%) were classified as non-responders. A higher proportion of non-responders had records of CSU-related symptoms, comorbidities, polypharmacy, and certain laboratory tests than responders at baseline. A higher proportion of non-responders than responders visited an allergist or dermatologist during follow-up (59.5% vs 53.0%). Non-responders had a larger increase in hospitalizations (15.7% vs -2.4%) than responders during follow-up vs baseline. Predictors of non-response included index and baseline treatment classes, types of specialists seen, chronic pulmonary disease, depression, and female sex. Conclusion: A large proportion of CSU patients treated with H1AH-based therapies had uncontrolled disease, contributing to increased HRU and patient burden. Non-responders had more comorbidities and HRU at baseline and follow-up, with steep increases in follow-up hospitalizations relative to baseline, highlighting an urgent need for early disease control.

4.
Clin Lymphoma Myeloma Leuk ; 23(7): 515-526, 2023 07.
Article in English | MEDLINE | ID: mdl-37076367

ABSTRACT

INTRODUCTION: This study assessed treatment discontinuation patterns and reasons among chronic lymphocytic leukemia (CLL) patients initiating first-line (1L) and second-line (2L) treatments in real-world settings. MATERIALS AND METHODS: Using deidentified electronic medical records from the CLL Collaborative Study of Real-World Evidence, premature treatment discontinuation was assessed among FCR, BR, BTKi-based, and BCL-2-based regimen cohorts. RESULTS: Of 1364 1L patients (initiated in 1997-2021), 190/13.9% received FCR (23.7% discontinued prematurely); 255/18.7% received BR (34.5% discontinued prematurely); 473/34.7% received BTKi-based regimens, of whom 28.1% discontinued prematurely; and 43/3.2% received venetoclax-based regimens, of whom 16.3% discontinued prematurely (venetoclax monotherapy: 7/0.5%, of whom 42.9% discontinued; VG/VR: 36/2.6%, of whom 11.1% discontinued). The most common reasons for treatment discontinuation were adverse events (FCR: 25/13.2%; BR: 36/14.1%; BTKi-based regimens: 75/15.9%) and disease progression (venetoclax-based: 3/7.0%). Of 626 2L patients, 20/3.2% received FCR (50.0% discontinued); 62/9.9% received BR (35.5% discontinued); 303/48.4% received BTKi-based regimens, of whom 38.0% discontinued; and 73/11.7% received venetoclax-based regimens, of whom 30.1% discontinued (venetoclax monotherapy: 27/4.3%, of whom 29.6% discontinued; VG/VR: 43/6.9%, of whom 27.9% discontinued). The most common reasons for treatment discontinuation were adverse events (FCR: 6/30.0%; BR: 11/17.7%; BTKi-based regimens: 60/19.8%; venetoclax-based: 6/8.2%). CONCLUSION: The findings of this study highlight the continued need for tolerable therapies in CLL, with finite therapy offering a better tolerated option for patients who are newly diagnosed or relapsed/refractory to prior treatments.


Subject(s)
Antineoplastic Agents , Leukemia, Lymphocytic, Chronic, B-Cell , Humans , Leukemia, Lymphocytic, Chronic, B-Cell/drug therapy , Bridged Bicyclo Compounds, Heterocyclic/adverse effects , Sulfonamides/adverse effects , Disease Progression , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Antineoplastic Agents/therapeutic use
5.
Psychol Sci ; 34(2): 238-251, 2023 02.
Article in English | MEDLINE | ID: mdl-36454726

ABSTRACT

We used machine-learning techniques to assess interactions between language and cognitive systems related to inhibitory control and conflict adaptation in reactive control tasks. We built theoretically driven candidate models of Simon and Number Stroop task data (N = 777 adult bilinguals ages 18-43 years living in Montréal, Canada) that differed in whether bilingual experience interacted with inhibitory control, including two forms of conflict adaptation: shorter term sequential congruency effects and longer term trial order effects. Models with continuous aspects of bilingual experience provided signal in predicting new, unmodeled data. Specifically, mixed language usage predicted trial order adaptation to conflict. This effect was restricted to Number Stroop, which overtly involves linguistic or symbolic information and relatively higher language- and response-related uncertainty. These results suggest that bilingual experience adaptively tunes aspects of the control system and offers a novel integrative modeling approach that can be used to pursue other complex individual difference questions within the psychological sciences.


Subject(s)
Executive Function , Multilingualism , Adult , Humans , Adolescent , Young Adult , Language , Stroop Test , Adaptation, Physiological
6.
Dermatol Ther (Heidelb) ; 12(12): 2747-2763, 2022 Dec.
Article in English | MEDLINE | ID: mdl-36301485

ABSTRACT

INTRODUCTION: The time required to reach clinical remission varies in patients with chronic urticaria (CU). The objective of this study is to develop a predictive model using a machine learning methodology to predict time to clinical remission for patients with CU. METHODS: Adults with ≥ 2 ICD-9/10 relevant CU diagnosis codes/CU-related treatment > 6 weeks apart were identified in the Optum deidentified electronic health record dataset (January 2007 to June 2019). Clinical remission was defined as ≥ 12 months without CU diagnosis/CU-related treatment. A random survival forest was used to predict time from diagnosis to clinical remission for each patient based on clinical and demographic features available at diagnosis. Model performance was assessed using concordance, which indicates the degree of agreement between observed and predicted time to remission. To characterize clinically relevant groups, features were summarized among cohorts that were defined based on quartiles of predicted time to remission. RESULTS: Among 112,443 patients, 73.5% reached clinical remission, with a median of 336 days from diagnosis. From 1876 initial features, 176 were retained in the final model, which predicted a median of 318 days to remission. The model showed good performance with a concordance of 0.62. Patients with predicted longer time to remission tended to be older with delayed CU diagnosis, and have more comorbidities, more laboratory tests, higher body mass index, and polypharmacy during the 12-month period before the first CU diagnosis. CONCLUSIONS: Applying machine learning to real-world data enabled accurate prediction of time to clinical remission and identified multiple relevant demographic and clinical variables with predictive value. Ongoing work aims to further validate and integrate these findings into clinical applications for CU management.

8.
J Health Econ Outcomes Res ; 9(1): 68-74, 2022.
Article in English | MEDLINE | ID: mdl-35620453

ABSTRACT

Background: Tenosynovial giant cell tumors (TGCT) are rare and locally aggressive neoplasms in synovium, bursae, and tendon sheaths, which cause pain, joint dysfunction, and damage to the affected joints. Objective: To evaluate the surgical patterns and economic burden among patients with TGCT who underwent joint surgery in the United States. Methods: Patients newly diagnosed with TGCT, aged 18-64 years, who underwent joint surgery post-TGCT diagnosis were identified from the OptumHealth Care Solutions, Inc database (Q1/1999-Q1/2017). Patients were required to be continuously enrolled for ≥1 year before and ≥3 years after the first TGCT diagnosis (index date). Surgical patterns were assessed post-index. Healthcare resource utilization and associated healthcare costs, and indirect costs related to work loss in year 1, year 2, and year 3 post-index, were compared with those at baseline. Results: Of 835 eligible TGCT patients, 462 (55%) patients who had ≥1 joint surgery post-index were included. During a median follow-up of 5.7 years, 78% of patients underwent their first joint surgery in year 1 and 41% had ≥1 repeat surgery. Magnetic resonance imaging utilization was highest during baseline (46%) and declined afterward (28%, 17%, and 19% in years 1, 2, and 3, respectively). Opioids and nonsteroidal anti-inflammatory drugs (NSAIDs), and physical therapy, occupational therapy, and rehabilitation services, were commonly used during baseline (45%, 40%, and 30%, respectively). More patients used opioids in year 1 vs baseline (78% vs 45%; P<0.0001), while its utilization return to baseline levels in year 2 (41%) and year 3 (42%). A similar pattern was observed for NSAIDs and physical/occupational therapy/rehabilitation services. Healthcare resource utilization and associated healthcare costs surged in year 1 and returned to baseline or lower in years 2 and 3. A similar pattern was observed for indirect costs associated with work loss. Discussion: The high proportion of patients undergoing repeat surgeries and prevalent use of opioids, NSAIDs, and physical/occupational therapy/rehabilitation services suggests an unmet medical need after surgical treatment. Conclusions: Surgical resection alone might be inadequate to control TGCT. New treatment options may complement surgery and alleviate the clinical and economic burden experienced by patients with TGCT who had received prior surgery.

9.
Neurol Ther ; 10(1): 293-306, 2021 Jun.
Article in English | MEDLINE | ID: mdl-33856626

ABSTRACT

INTRODUCTION: Erenumab, a first-in-class monoclonal antibody targeting the calcitonin gene-related peptide pathway, was approved by the US Food and Drug Administration in 2018 for the prevention of migraine in adults. There is limited data available on its impact in real-world settings. The study aim was to characterize the real-world treatment profiles, clinical outcomes, and healthcare resource utilization of patients prescribed erenumab from select major US headache centers. METHODS: A retrospective chart review of patients with migraine treated with erenumab for at least 3 months across five major headache centers was conducted. Data was collected from patient charts between April 2019 and April 2020 and included patient and clinical characteristics, migraine medication use, and outpatient visits. The date of the first prescription fill of erenumab was defined as the index date. The baseline period comprised the 3 months prior to the index date and the study period comprised the at least 3 months on erenumab treatment. RESULTS: Data from a total of 1034 patients with chronic migraine with a mean of 9.3 months of erenumab treatment were analyzed. Patients were on average 48 years old, 86% were female, and 79% were white. Patients had a mean of 5 preventive treatment failures prior to erenumab initiation. Patients used a mean of 2 preventive treatments (excluding erenumab) and 2 acute treatments during baseline and study periods. Among patients with effectiveness data, 45% of patients had improvement in physician-reported migraine severity and 35% experienced at least 50% reduction in mean headache/migraine days per month. The average number of monthly outpatient visits was 0.43 and 0.30 before and after erenumab initiation, respectively. CONCLUSION: In this predominantly refractory chronic migraine population treated in select headache centers, patients had fewer headache/migraine days per month and outpatient visits after initiating erenumab. However, patients largely continued to be managed via a polypharmacy approach after erenumab initiation.

10.
Leuk Lymphoma ; 62(7): 1730-1739, 2021 07.
Article in English | MEDLINE | ID: mdl-33648418

ABSTRACT

A physician survey (July 2019-August 2019) and a retrospective patient medical chart review (November 2019-December 2019) were conducted to assess TKI therapy discontinuation practice in patients with Ph + CML-CP in the US after the publication of practice guidelines updated with recommendations for TKI discontinuation. After guideline updates, 90% of physicians from the survey reported attempting TKI discontinuation and 24% of their patients discontinued TKI after achieving an adequate response. Although TKI therapy discontinuation practice is increasing, particularly in community-based practice, a little more than half of physicians were aware of these updated guidelines resulting in TKI discontinuation attempted under suboptimal conditions, mainly limited to first-line TKI therapy, with more than half of physicians without access to at least MR4.5 sensitivity level of detection monitoring. Stricter response criteria per guideline recommendations were observed to relate to lower relapse rates following TKI discontinuation, emphasizing the importance of communicating these recommendations and access to adequate monitoring tools.


Subject(s)
Leukemia, Myelogenous, Chronic, BCR-ABL Positive , Protein Kinase Inhibitors , Chronic Disease , Humans , Leukemia, Myelogenous, Chronic, BCR-ABL Positive/drug therapy , Leukemia, Myelogenous, Chronic, BCR-ABL Positive/epidemiology , Molecular Targeted Therapy , Protein Kinase Inhibitors/adverse effects , Retrospective Studies , United States/epidemiology
11.
J Occup Environ Med ; 63(4): e197-e202, 2021 04 01.
Article in English | MEDLINE | ID: mdl-33560066

ABSTRACT

OBJECTIVE: To assess the economic burden of tenosynovial giant cell tumor (TGCT) among US employed workforce. METHODS: Patients with TGCT medical claims (N = 1395) and matched controls (1:10) without TGCT claims (N = 13,950) were identified from the OptumHealth Care Solutions, Inc. database (January 1, 1999 to March 31, 2017). Adjusted regression models were used to compare healthcare resource utilization, time lost from work, and associated costs between cohorts. RESULTS: In patients with TGCT, the rates of inpatient admissions, emergency room visits, outpatient visits, and work loss days were 2.8, 1.5, 2.2, and 2.6 times those of matched controls, respectively (all P < 0.001). Total annual all-cause healthcare costs and work loss-related costs were $9368 and $2708 higher for TGCT patients than for matched controls, respectively (all P < 0.001). CONCLUSIONS: TGCT was associated with a significant healthcare and work loss burden on US employers.


Subject(s)
Cost of Illness , Giant Cell Tumor of Tendon Sheath , Health Care Costs , Humans , Retrospective Studies , United States/epidemiology , Workforce
13.
Adv Ther ; 36(5): 1164-1176, 2019 05.
Article in English | MEDLINE | ID: mdl-30879249

ABSTRACT

INTRODUCTION: Infants with spinal muscular atrophy (SMA) type 1 typically face a decline in motor function and a severely shortened life expectancy. Clinical trials for SMA type 1 therapies, onasemnogene abeparvovec (AVXS-101) and nusinersen, demonstrated meaningful improvements in efficacy (e.g., overall survival) but there were no head-to-head clinical trials assessing comparative efficacy. This study estimated the treatment effects of AVXS-101 relative to nusinersen for the treatment of SMA type 1. METHODS: Overall survival, event-free survival (no death or need to use permanent assisted ventilation), improvement in motor function [increase of ≥ 4 points in Children's Hospital of Philadelphia Infant Test of Neuromuscular Disorders (CHOP-INTEND) score from baseline], and motor milestone achievements (head control, rolling over, and sitting unassisted) reported in the onasemnogene abeparvovec (AVXS-101-CL-101; NCT02122952) and nusinersen (ENDEAR; NCT02193074) clinical trials were indirectly compared using frequentist and Bayesian approaches. RESULTS: Among symptomatic infants with SMA type 1, the number needed to treat (NNT) to prevent one more death with AVXS-101 instead of nusinersen was 6.2 [95% confidence intervals (CI) = 4.1-12.2], and the probability of preventing death was 20% higher for patients treated with AVXS-101 than nusinersen [risk ratio (RR) = 1.2, 95% CI 1.1-1.3]. For event-free survival, the NNT to prevent one more event was 2.6 (95% CI 2.0-3.6) and RR was 1.6 (95% CI 1.4-1.9). For improvement in motor function, NNT was 3.5 (95% CI 2.6-5.3) and RR was 1.4 (95% CI 1.2-1.6). For milestone achievements, the NNTs were 1.4 (95% CI 1.1-1.9), 1.5 (95% CI 1.1-2.5), and 1.2 (95% CI 1.0-1.5); RRs 4.2 (95% CI 2.6-6.7), 7.8 (95% CI 3.6-17.0), and 11.2 (95% CI 5.1-24.5) for head control, rolling over, and sitting unassisted, respectively. Results were similar using the Bayesian approach. CONCLUSION: This indirect comparison (AVXS-101-CL-101 vs. ENDEAR) among symptomatic SMA type 1 infants suggests that AVXS-101 may have an efficacy advantage relative to nusinersen for overall survival, independence from permanent assisted ventilation, motor function, and motor milestones. FUNDING: AveXis.


Subject(s)
Oligonucleotides/therapeutic use , Spinal Muscular Atrophies of Childhood/drug therapy , Survival of Motor Neuron 1 Protein , Bayes Theorem , Clinical Trials as Topic , Disease-Free Survival , Female , Genetic Therapy , Humans , Infant , Male , Treatment Outcome
14.
Clin Ophthalmol ; 13: 225-232, 2019.
Article in English | MEDLINE | ID: mdl-30774303

ABSTRACT

OBJECTIVES: Dry eye disease (DED) is a complex multifactorial condition of the ocular surface characterized by symptoms of ocular discomfort, irritation, and visual disturbance. Data previously reported from this study showed an increase in prevalence and incidence of DED with age and over time. The objective of this study was to compare the ranking of DED prevalence among other ocular conditions that led patients to seek eye care. METHODS: In this population-based study using the US Department of Defense Military Health System claims database of >9.7 million beneficiaries, indicators of DED and other ocular conditions were analyzed over time. The overall prevalence (2003-2015) and annual incidence (2008-2012) of DED and other ocular conditions were estimated using an algorithm based on two independent indicators derived from selected diagnostic and procedure codes and prescriptions for cyclosporine ophthalmic emulsion for DED and diagnostic codes for the indicators of other common ocular conditions. RESULTS: In 2003-2015, the most common ocular conditions were disorders of refraction and accommodation (25.84%), cataracts (17.14%), glaucoma (7.27%), disorders of the conjunctiva (6.76%), other retinal disorders (5.94%), and DED (5.28%). DED was the fifth most prevalent ocular condition in women (7.78%) and ninth most prevalent in men (2.96%). In 2012, DED had the third highest annual incidence (0.87%), behind disorders of refraction/accommodation (1.87%) and cataracts (1.50%). CONCLUSION: This study provided further epidemiologic evidence for DED as a commonly occurring condition that drives patients to seek treatment.

15.
Am J Ophthalmol ; 202: 47-54, 2019 06.
Article in English | MEDLINE | ID: mdl-30721689

ABSTRACT

PURPOSE: To assess overall prevalence, annual prevalence, and incidence of dry eye disease (DED) in a large, representative population in the United States. DESIGN: Prevalence and incidence study. METHODS: Retrospective analysis using the Department of Defense (DOD) Military Health System (MHS) data on beneficiary medical claims from United States DOD military and civilian facilities, January 1, 2003 through March 31, 2015. PATIENT POPULATION: Using an algorithm, medical diagnostic codes indicative of DED and prescriptions for cyclosporine ophthalmic emulsion identified a DED population from 9.7 million MHS beneficiaries (DOD service members, retirees, and dependents, aged 2-80+ years). MAIN OUTCOME MEASURES: DED overall prevalence (2003-2015), annual prevalence (2005-2012), and annual incidence (2008-2012) stratified by sex, age group, and International Statistical Classification of Diseases and Related Health Problems, Ninth Revision diagnosis code grouping. RESULTS: DED prevalence was 5.28% overall, 7.78% among female beneficiaries, 2.96% among male beneficiaries and increased with age from 0.20% for ages 2-17 years, to 11.66% for individuals aged 50+ years. Annual prevalence increased from 0.8% to 3.0% overall, from 1.4% to 4.5% in female beneficiaries, and from 0.3% to 1.6% in male beneficiaries. Annual prevalence increased across age groups starting at age 18-39, 0.1%-0.6%, to age 50+, 1.8%-6.0%. Annual incidence increased from 0.6% to 0.9% overall, from 0.8% to 1.2% in female beneficiaries, and from 0.3% to 0.6% in male beneficiaries. Across age groups, annual incidence increased starting at age 18-39 (0.2%-0.3%), to age 50+ (1.0%-1.6%). CONCLUSIONS: DED overall prevalence, annual prevalence, and incidence were found to increase over time for all demographics. These findings highlight the continued importance of research and therapeutic development for this common condition.


Subject(s)
Delivery of Health Care/statistics & numerical data , Dry Eye Syndromes/epidemiology , Health Surveys , Adolescent , Adult , Age Distribution , Child , Child, Preschool , Diagnostic Techniques, Ophthalmological , Dry Eye Syndromes/classification , Dry Eye Syndromes/diagnosis , Female , Follow-Up Studies , Humans , Incidence , Male , Middle Aged , Prevalence , Retrospective Studies , Sex Distribution , United States/epidemiology , Young Adult
16.
Leuk Lymphoma ; 60(6): 1476-1484, 2019 06.
Article in English | MEDLINE | ID: mdl-30668234

ABSTRACT

Tyrosine kinase inhibitor (TKI) therapy discontinuation practice in patients with chronic myeloid leukemia chronic phase (CML-CP) was assessed in real-world practice prior to the release of recommendations on discontinuation. Data were collected from US oncologists/hematologists (through web-based physician survey and patient chart review) on TKI therapy discontinuation practice including monitoring, adequate response for discontinuation, relapse, and symptoms following discontinuation. From the physician survey, 34% of oncologists/hematologists attempted discontinuation, with two-thirds doing so outside of a trial. From the chart review, TKI therapy was discontinued in 3.4% of patients after they achieved an adequate response with the intention to remain CML-therapy-free until disease relapse. Among these patients, 21% relapsed and 17% had symptoms following discontinuation. There was a lack of consensus on the definition of adequate response suggesting that discontinuation was attempted without clear guidelines and under suboptimal conditions underscoring the need for physician education regarding guidelines for TKI therapy discontinuation.


Subject(s)
Leukemia, Myeloid, Chronic-Phase/drug therapy , Leukemia, Myeloid, Chronic-Phase/epidemiology , Practice Patterns, Physicians' , Protein Kinase Inhibitors/therapeutic use , Delivery of Health Care , Health Care Surveys , Humans , Molecular Targeted Therapy , Primary Health Care , Protein Kinase Inhibitors/pharmacology , Retrospective Studies , United States/epidemiology
17.
Am J Ophthalmol ; 198: 181-192, 2019 02.
Article in English | MEDLINE | ID: mdl-30312577

ABSTRACT

PURPOSE: To assess the proportion of comorbidities in patients with dry eye disease (DED) compared with matched patients without DED in a comprehensive US population. DESIGN: Retrospective case-control study. METHODS: Healthcare records for insurance claims data, detailing medical services incurred by military personnel and their families and dependents in military and civilian facilities across the United States from January 1, 2003, to March 31, 2015, were obtained from the Department of Defense (DOD) Military Health System (MHS). Diagnostic and procedural codes related to DED from selected International Classification of Diseases, Ninth Revision (ICD-9) Current Procedural Terminology codes and prescriptions for cyclosporine A ophthalmic emulsion were used to identify patients with newly diagnosed and prevalent DED in the MHS database. Age, sex, and geographically matched patients without DED were also identified from healthcare claims records. Medication use and comorbidities in these patient populations were assessed and compared. RESULTS: In both the newly diagnosed and prevalent DED samples, the most common comorbidities were hypertension, cataracts, thyroid disease, type 2 diabetes, and glaucoma. All comorbidities were significantly higher in the DED vs non-DED groups (P < .001). Medication use (including, but not limited to, ophthalmic agents and drugs to treat comorbidities) was also significantly higher in the DED than in the non-DED groups (P < .001). CONCLUSIONS: The high proportions of patients with DED with a range of comorbidities and prescribed medications highlight the need for a multidisciplinary approach to the management of these patients.


Subject(s)
Cataract/epidemiology , Diabetes Mellitus, Type 2/epidemiology , Drug Prescriptions/statistics & numerical data , Dry Eye Syndromes/epidemiology , Glaucoma/epidemiology , Hypertension/epidemiology , Thyroid Diseases/epidemiology , Adolescent , Adult , Aged , Aged, 80 and over , Case-Control Studies , Cataract/drug therapy , Comorbidity , Cyclosporine/administration & dosage , Databases, Factual , Diabetes Mellitus, Type 2/drug therapy , Dry Eye Syndromes/drug therapy , Emulsions , Female , Glaucoma/drug therapy , Humans , Hypertension/drug therapy , Immunosuppressive Agents/administration & dosage , International Classification of Diseases , Male , Middle Aged , Military Personnel , Ophthalmic Solutions , Retrospective Studies , Thyroid Diseases/drug therapy , United States/epidemiology
18.
Dermatol Ther (Heidelb) ; 8(4): 557-569, 2018 Dec.
Article in English | MEDLINE | ID: mdl-30306395

ABSTRACT

INTRODUCTION: Prior studies have reported that hidradenitis suppurativa (HS) is accompanied by a myriad of physical and mental conditions. However, given the small sample sizes and the limited number of pre-selected comorbidities, these studies do not provide a complete picture of the comorbidity burden of HS in the USA. Moreover, the relationship between HS severity and comorbidity burden has yet to be characterized. Using a large US claims database, we estimated the comorbidity burden associated with HS, stratified by disease severity. METHODS: A retrospective matched cohort design was used. Patients with HS were classified into two severity cohorts (milder and more severe) using an empirical algorithm based on treatments received. The comorbidity burden was compared between each HS cohort and their matched HS-free cohort, and between patients with milder vs. those with more severe forms of HS. RESULTS: Several physical and mental comorbidities were found to be more prevalent in both cohorts of patients with milder and more severe forms of HS than in their matched HS-free cohorts. The comorbidity burden also increased greatly as the disease progressed to more severe forms. CONCLUSIONS: The results of this study highlight the complexity of the comorbidity burden of HS patients and the need for a multidisciplinary approach to optimize the management of HS and its numerous associated comorbidities. FUNDING: AbbVie, Inc.

19.
Adv Ther ; 35(10): 1671-1685, 2018 10.
Article in English | MEDLINE | ID: mdl-30155792

ABSTRACT

INTRODUCTION: Tyrosine kinase inhibitors (TKI) have been demonstrated to prolong survival in patients with chronic myeloid leukemia (CML). However, TKIs may be associated with an increased risk of infections. This study compared healthcare resource utilization (HRU) and costs among patients with CML receiving dasatinib or nilotinib, with a focus on infection-related economic outcomes. METHODS: Two large administrative databases were used to identify adult patients newly diagnosed with CML who initiated dasatinib or nilotinib as first- (1L) or second-line (2L) therapy and were classified into the following 1L (dasatinib 1L/nilotinib 1L cohorts) or 2L (dasatinib 2L/nilotinib 2L) cohorts based on the initiated 1L/2L TKI therapy. Infection-related HRU and healthcare costs were compared between cohorts, separately for 1L and 2L. RESULTS: Cohorts included 1156 patients in the dasatinib 1L and 677 patients in the nilotinib 1L cohorts, 322 patients in the dasatinib 2L, and 207 in the nilotinib 2L cohorts. In 1L and 2L, infection-related HRU was higher for dasatinib than nilotinib cohorts. Infection-related inpatient (IP) days constituted a larger proportion of all-cause IP days in the 1L/2L dasatinib than 1L/2L nilotinib cohorts (dasatinib 1L/2L: 53%/58%; nilotinib 1L/2L: 50%/46%). Compared to the nilotinib cohort, the dasatinib cohort had higher all-cause total costs per patient per year by US$17,901 in 1L and $28,625 in 2L. Of the total cost difference, infection-related were $6048 (34%) in 1L and $28,192 (99%) in 2L, largely driven by IP cost differences (1L/2L: 96%/98%). CONCLUSIONS: Dasatinib was associated with higher HRU and healthcare costs compared to nilotinib, particularly related to infections. FUNDING: Novartis Pharmaceutical Corporation.


Subject(s)
Dasatinib , Infections , Leukemia, Myelogenous, Chronic, BCR-ABL Positive , Pyrimidines , Cohort Studies , Dasatinib/administration & dosage , Dasatinib/adverse effects , Dasatinib/economics , Female , Health Care Costs/statistics & numerical data , Humans , Infections/economics , Infections/epidemiology , Infections/etiology , Insurance Claim Review/statistics & numerical data , Leukemia, Myelogenous, Chronic, BCR-ABL Positive/drug therapy , Leukemia, Myelogenous, Chronic, BCR-ABL Positive/economics , Leukemia, Myelogenous, Chronic, BCR-ABL Positive/epidemiology , Male , Middle Aged , Patient Acceptance of Health Care/statistics & numerical data , Protein Kinase Inhibitors/administration & dosage , Protein Kinase Inhibitors/adverse effects , Protein Kinase Inhibitors/economics , Protein-Tyrosine Kinases , Pyrimidines/administration & dosage , Pyrimidines/adverse effects , Pyrimidines/economics , Retrospective Studies , United States/epidemiology
20.
Neuropsychologia ; 117: 123-134, 2018 08.
Article in English | MEDLINE | ID: mdl-29727624

ABSTRACT

We investigated the independent contributions of second language (L2) age of acquisition (AoA) and social diversity of language use on intrinsic brain organization using seed-based resting-state functional connectivity among highly proficient French-English bilinguals. There were two key findings. First, earlier L2 AoA related to greater interhemispheric functional connectivity between homologous frontal brain regions, and to decreased reliance on proactive executive control in an AX-Continuous Performance Task completed outside the scanner. Second, greater diversity in social language use in daily life related to greater connectivity between the anterior cingulate cortex and the putamen bilaterally, and to increased reliance on proactive control in the same task. These findings suggest that early vs. late L2 AoA links to a specialized neural framework for processing two languages that may engage a specific type of executive control (e.g., reactive control). In contrast, higher vs. lower degrees of diversity in social language use link to a broadly distributed set of brain networks implicated in proactive control and context monitoring.


Subject(s)
Brain/physiology , Language Development , Multilingualism , Neural Pathways/physiology , Rest , Sociological Factors , Adolescent , Adult , Age Factors , Brain/diagnostic imaging , Brain Mapping , Executive Function/physiology , Female , Humans , Image Processing, Computer-Assisted , Magnetic Resonance Imaging , Male , Neural Pathways/diagnostic imaging , Young Adult
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