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1.
Toxics ; 12(5)2024 May 18.
Article in English | MEDLINE | ID: mdl-38787151

ABSTRACT

E-liquids contain combinations of chemicals, with many enhancing the sensory attractiveness of the product. Studies are needed to understand and characterize e-liquid ingredients, particularly flavorings, to inform future research and regulations of these products. We identified common flavor ingredients in a convenience sample of commercial e-liquids using gas chromatography-mass spectrometry. E-liquid flavors were categorized by flavor descriptors provided on the product packaging. A Flavor Ingredient Wheel was developed to link e-liquid flavor ingredients with flavor categories. An analysis of 109 samples identified 48 flavor ingredients. Consistency between the labeled flavor and ingredients used to produce such flavor was found. Our novel Flavor Ingredient Wheel organizes e-liquids by flavor and ingredients, enabling efficient analysis of the link between ingredients and their flavor profiles and allowing for quick assessment of an e-liquid ingredient's flavor profile. Investigating ingredient profiles and identifying and classifying commonly used chemicals in e-liquids may assist with future studies and improve the ability to regulate these products.

3.
Diabetes Care ; 47(6): 1032-1041, 2024 Jun 01.
Article in English | MEDLINE | ID: mdl-38608262

ABSTRACT

OBJECTIVE: To characterize high type 1 diabetes (T1D) genetic risk in a population where type 2 diabetes (T2D) predominates. RESEARCH DESIGN AND METHODS: Characteristics typically associated with T1D were assessed in 109,594 Million Veteran Program participants with adult-onset diabetes, 2011-2021, who had T1D genetic risk scores (GRS) defined as low (0 to <45%), medium (45 to <90%), high (90 to <95%), or highest (≥95%). RESULTS: T1D characteristics increased progressively with higher genetic risk (P < 0.001 for trend). A GRS ≥90% was more common with diabetes diagnoses before age 40 years, but 95% of those participants were diagnosed at age ≥40 years, and their characteristics resembled those of individuals with T2D in mean age (64.3 years) and BMI (32.3 kg/m2). Compared with the low-risk group, the highest-risk group was more likely to have diabetic ketoacidosis (low GRS 0.9% vs. highest GRS 3.7%), hypoglycemia prompting emergency visits (3.7% vs. 5.8%), outpatient plasma glucose <50 mg/dL (7.5% vs. 13.4%), a shorter median time to start insulin (3.5 vs. 1.4 years), use of a T1D diagnostic code (16.3% vs. 28.1%), low C-peptide levels if tested (1.8% vs. 32.4%), and glutamic acid decarboxylase antibodies (6.9% vs. 45.2%), all P < 0.001. CONCLUSIONS: Characteristics associated with T1D were increased with higher genetic risk, and especially with the top 10% of risk. However, the age and BMI of those participants resemble those of people with T2D, and a substantial proportion did not have diagnostic testing or use of T1D diagnostic codes. T1D genetic screening could be used to aid identification of adult-onset T1D in settings in which T2D predominates.


Subject(s)
Diabetes Mellitus, Type 1 , Veterans , Humans , Diabetes Mellitus, Type 1/genetics , Diabetes Mellitus, Type 1/epidemiology , Male , Middle Aged , Veterans/statistics & numerical data , Female , Adult , Aged , Genetic Predisposition to Disease , Diabetes Mellitus, Type 2/genetics , Diabetes Mellitus, Type 2/epidemiology , Risk Factors
4.
Am J Health Syst Pharm ; 81(11): e289-e295, 2024 May 24.
Article in English | MEDLINE | ID: mdl-38468398

ABSTRACT

PURPOSE: The complexity of patients with mental healthcare needs cared for by clinical pharmacists is not well delineated. We evaluated the complexity of patients with schizophrenia, bipolar disorder, and major depressive disorder (MDD) in Veterans Affairs (VA) cared for by mental health clinical pharmacist practitioners (MH CPPs). METHODS: Patients at 42 VA sites with schizophrenia, bipolar disorder, or MDD in 2016 through 2019 were classified by MH CPP visits into those with 2 or more visits ("ongoing MH CPP care"), those with 1 visit ("consultative MH CPP care"), and those with no visits ("no MH CPP care"). Patient complexity for each condition was defined by medication regimen and service utilization. RESULTS: For schizophrenia, more patients in ongoing MH CPP care were complex than those with no MH CPP care, based on all measures examined: the number of primary medications (15.3% vs 8.1%), inpatient (13.7% vs 9.1%) and outpatient (42.6% vs 29.7%) utilization, and receipt of long-acting injectable antipsychotics (36.7% vs 25.8%) and clozapine (20.5% vs 9.5%). For bipolar disorder, more patients receiving ongoing or consultative MH CPP care were complex than those with no MH CPP care based on the number of primary medications (27.9% vs 30.5% vs 17.7%) and overlapping mood stabilizers (10.1% vs 11.6% vs 6.2%). For MDD, more patients receiving ongoing or consultative MH CPP care were complex based on the number of primary medications (36.8% vs 35.5% vs 29.2%) and augmentation of antidepressants (56.1% vs 54.4% vs 47.0%) than patients without MH CPP care. All comparisons were significant (P < 0.01). CONCLUSION: MH CPPs provide care for complex patients with schizophrenia, bipolar disorder, and MDD in VA.


Subject(s)
Bipolar Disorder , Depressive Disorder, Major , Pharmacists , Schizophrenia , United States Department of Veterans Affairs , Humans , Pharmacists/organization & administration , United States Department of Veterans Affairs/organization & administration , Male , United States , Female , Middle Aged , Bipolar Disorder/drug therapy , Bipolar Disorder/therapy , Schizophrenia/drug therapy , Schizophrenia/therapy , Depressive Disorder, Major/drug therapy , Depressive Disorder, Major/therapy , Adult , Aged , Veterans , Mental Health Services/organization & administration
5.
Clin Infect Dis ; 78(3): 625-632, 2024 03 20.
Article in English | MEDLINE | ID: mdl-38319989

ABSTRACT

BACKGROUND: Vaccine hesitancy persists alongside concerns about the safety of coronavirus disease 2019 (COVID-19) vaccines. We aimed to examine the effect of COVID-19 vaccination on risk of death among US veterans. METHODS: We conducted a target trial emulation to estimate and compare risk of death up to 60 days under two COVID-19 vaccination strategies: vaccination within 7 days of enrollment versus no vaccination through follow-up. The study cohort included individuals aged ≥18 years enrolled in the Veterans Health Administration system and eligible to receive a COVID-19 vaccination according to guideline recommendations from 1 March 2021 through 1 July 2021. The outcomes of interest included deaths from any cause and excluding a COVID-19 diagnosis. Observations were cloned to both treatment strategies, censored, and weighted to estimate per-protocol effects. RESULTS: We included 3 158 507 veterans. Under the vaccination strategy, 364 993 received vaccine within 7 days. At 60 days, there were 156 deaths per 100 000 veterans under the vaccination strategy versus 185 deaths under the no vaccination strategy, corresponding to an absolute risk difference of -25.9 (95% confidence limit [CL], -59.5 to 2.7) and relative risk of 0.86 (95% CL, .7 to 1.0). When those with a COVID-19 infection in the first 60 days were censored, the absolute risk difference was -20.6 (95% CL, -53.4 to 16.0) with a relative risk of 0.88 (95% CL, .7 to 1.1). CONCLUSIONS: Vaccination against COVID-19 was associated with a lower but not statistically significantly different risk of death in the first 60 days. These results agree with prior scientific knowledge suggesting vaccination is safe with the potential for substantial health benefits.


Subject(s)
COVID-19 , Veterans , Adolescent , Adult , Humans , COVID-19/prevention & control , COVID-19 Testing , COVID-19 Vaccines/adverse effects , Vaccination
6.
JAMA Intern Med ; 184(1): 108-110, 2024 Jan 01.
Article in English | MEDLINE | ID: mdl-37955927

ABSTRACT

This cross-sectional study systematically examines the contributions of COVID-19 and other underlying causes of death to the widened gender life expectancy gap from 2010 to 2021.


Subject(s)
Life Expectancy , Humans , Sex Factors , Cause of Death
7.
Am J Respir Crit Care Med ; 209(2): 197-205, 2024 Jan 15.
Article in English | MEDLINE | ID: mdl-37819144

ABSTRACT

Rationale: Achieving the net benefit of lung cancer screening (LCS) depends on optimizing patient selection. Objective: To identify factors associated with clinician assessments that a patient was unlikely to benefit from LCS ("LCS-inappropriate") because of comorbidities or limited life expectancy. Methods: Retrospective analysis of patients assessed for LCS at 30 Veterans Health Administration facilities from January 1, 2015 to February 1, 2021. We conducted hierarchical mixed-effects logistic regression analyses to determine factors associated with clinicians' designations of LCS inappropriateness (primary outcome), accounting for 3-year predicted probability (i.e., competing risk) of non-lung cancer death. Measurements and Main Results: Among 38,487 LCS-eligible patients, 1,671 (4.3%) were deemed LCS-inappropriate by clinicians, whereas 4,383 (11.4%) had an estimated 3-year competing risk of non-lung cancer death greater than 20%. Patients with higher competing risks of non-lung cancer death were more likely to be deemed LCS-inappropriate (odds ratio [OR], 2.66; 95% confidence interval [CI], 2.32-3.05). Older patients (ages 75-80; OR, 1.45; 95% CI, 1.18-1.78) and those with interstitial lung disease (OR, 1.98; 95% CI, 1.51-2.59) were more likely to be deemed LCS-inappropriate than would be explained by competing risk of non-lung cancer death, whereas patients currently smoking (OR, 0.65; 95% CI, 0.58-0.73) were less likely to be deemed LCS-inappropriate, suggesting that clinicians over- or underweighted these factors. The probability of being deemed LCS-inappropriate varied from 0.4% to 74%, depending on the clinician making the assessment (median OR, 3.07; 95% CI, 2.89-3.25). Conclusion: Concerningly, the likelihood that a patient is deemed LCS-inappropriate is more strongly associated with the clinician making the assessment than with patient characteristics. Patient selection may be optimized by providing decision support to help clinicians assess net LCS benefit.


Subject(s)
Lung Neoplasms , Humans , Lung Neoplasms/diagnosis , Early Detection of Cancer , Patient Selection , Retrospective Studies , Judgment , Mass Screening
8.
J Am Pharm Assoc (2003) ; 63(6): 1681-1684, 2023.
Article in English | MEDLINE | ID: mdl-37579992

ABSTRACT

In the United States, approximately 27 million people have a documented penicillin allergy, but 90% of the allergies are falsely labeled. By rechallenging suspected allergies, a pharmacist can optimize patient care, fulfill antimicrobial stewardship objectives, and educate patients on true allergies. We suggest a protocol that allows pharmacists to investigate the presence of an allergy and conduct a challenge when indicated. The protocol consists of a patient interview, a risk assessment, an oral rechallenge, and the potential for a skin test. The testing and delabeling of penicillin allergies will enhance the practice of antimicrobial stewardship in the outpatient setting. In the changing landscape of pharmacy, community pharmacists can increase their services and improve patient care. Owing to limited documented experience in the outpatient pharmacy, an opportunity to set the standard and be a leader in the field is present.


Subject(s)
Drug Hypersensitivity , Hypersensitivity , Pharmacy , Humans , Anti-Bacterial Agents/adverse effects , Outpatients , Penicillins/adverse effects , Drug Hypersensitivity/diagnosis , Drug Hypersensitivity/etiology , Skin Tests/methods
9.
Am J Health Syst Pharm ; 80(22): 1637-1649, 2023 11 07.
Article in English | MEDLINE | ID: mdl-37566141

ABSTRACT

PURPOSE: To evaluate whether clinical pharmacist practitioners (CPPs) are being utilized to care for patients with complex medication regimens and multiple chronic illnesses, we compared the clinical complexity of diabetes patients referred to CPPs in team primary care and those in care by other team providers (OTPs). METHODS: In this cross-sectional comparison of patients with diabetes in the US Department of Veterans Affairs (VA) healthcare system in the 2017-2019 period, patient complexity was based on clinical factors likely to indicate need for more time and resources in medication and disease state management. These factors include insulin prescriptions; use of 3 or more other diabetes medication classes; use of 6 or more other medication classes; 5 or more vascular complications; metabolic complications; 8 or more other complex chronic conditions; chronic kidney disease stage 3b or higher; glycated hemoglobin level of ≥10%; and medication regime nonadherence. RESULTS: Patients with diabetes referred to one of 110 CPPs for care (n = 12,728) scored substantially higher (P < 0.001) than patients with diabetes in care with one of 544 OTPs (n = 81,183) on every complexity measure, even after adjustment for age, sex, race, and marital status. Based on composite summary scores, the likelihood of complexity was 3.42 (interquartile range, 3.25-3.60) times higher for those in ongoing CPP care (ie, those with 2 or more visits) versus OTP care. Patients in CPP care also were, on average, younger, more obese, and had more prior outpatient visits and hospital stays. CONCLUSION: The greater complexity of patients with diabetes seen by CPPs in primary care suggests that CPPs are providing valuable services in comprehensive medication and disease management of complex patients.


Subject(s)
Diabetes Mellitus , Pharmacists , Humans , Cross-Sectional Studies , Diabetes Mellitus/drug therapy , Insulin/therapeutic use , Primary Health Care
10.
EBioMedicine ; 94: 104674, 2023 Aug.
Article in English | MEDLINE | ID: mdl-37399599

ABSTRACT

BACKGROUND: The identification of new uses for existing drug therapies has the potential to identify treatments for comorbid conditions that have the added benefit of glycemic control while also providing a rapid, low-cost approach to drug (re)discovery. METHODS: We developed and tested a genetically-informed drug-repurposing pipeline for diabetes management. This approach mapped genetically-predicted gene expression signals from the largest genome-wide association study for type 2 diabetes mellitus to drug targets using publicly available databases to identify drug-gene pairs. These drug-gene pairs were then validated using a two-step approach: 1) a self-controlled case-series (SCCS) using electronic health records from a discovery and replication population, and 2) Mendelian randomization (MR). FINDINGS: After filtering on sample size, 20 candidate drug-gene pairs were validated and various medications demonstrated evidence of glycemic regulation including two anti-hypertensive classes: angiotensin-converting enzyme inhibitors as well as calcium channel blockers (CCBs). The CCBs demonstrated the strongest evidence of glycemic reduction in both validation approaches (SCCS HbA1c and glucose reduction: -0.11%, p = 0.01 and -0.85 mg/dL, p = 0.02, respectively; MR: OR = 0.84, 95% CI = 0.81, 0.87, p = 5.0 x 10-25). INTERPRETATION: Our results support CCBs as a strong candidate medication for blood glucose reduction in addition to cardiovascular disease reduction. Further, these results support the adaptation of this approach for use in future drug-repurposing efforts for other conditions. FUNDING: National Institutes of Health, Medical Research Council Integrative Epidemiology Unit at the University of Bristol, UK Medical Research Council, American Heart Association, and Department of Veterans Affairs (VA) Informatics and Computing Infrastructure and VA Cooperative Studies Program.


Subject(s)
Diabetes Mellitus, Type 2 , Humans , Diabetes Mellitus, Type 2/drug therapy , Diabetes Mellitus, Type 2/genetics , Drug Repositioning , Electronic Health Records , Genome-Wide Association Study , Antihypertensive Agents/therapeutic use , Calcium Channel Blockers , Mendelian Randomization Analysis
11.
Alzheimers Dement ; 19(9): 3977-3984, 2023 09.
Article in English | MEDLINE | ID: mdl-37114952

ABSTRACT

INTRODUCTION: US veterans have a unique dementia risk profile that may be evolving over time. METHODS: Age-standardized incidence and prevalence of Alzheimer's disease (AD), AD and related dementias (ADRD), and mild cognitive impairment (MCI) was estimated from electronic health records (EHR) data for all veterans aged 50 years and older receiving Veterans Health Administration (VHA) care from 2000 to 2019. RESULTS: The annual prevalence and incidence of AD declined, as did ADRD incidence. ADRD prevalence increased from 1.07% in 2000 to 1.50% in 2019, primarily due to an increase in the prevalence of dementia not otherwise specified. The prevalence and incidence of MCI increased sharply, especially after 2010. The prevalence and incidence of AD, ADRD, and MCI were highest in the oldest veterans, in female veterans, and in African American and Hispanic veterans. DISCUSSION: We observed 20-year trends of declining prevalence and incidence of AD, increasing prevalence of ADRD, and sharply increasing prevalence and incidence of MCI.


Subject(s)
Alzheimer Disease , Cognitive Dysfunction , Veterans , Female , Humans , Middle Aged , Aged , Alzheimer Disease/epidemiology , Alzheimer Disease/psychology , Cognitive Dysfunction/epidemiology , Cognitive Dysfunction/psychology
12.
J Gen Intern Med ; 38(7): 1717-1721, 2023 05.
Article in English | MEDLINE | ID: mdl-36853557

ABSTRACT

BACKGROUND: This is the first study, to our knowledge, to assess uptake of oral antiviral treatment (OAV) for COVID-19 in the US and assess whether it is reaching recommended groups. OBJECTIVE: The study evaluated uptake among persons of all ages, with emphasis on utilization among individuals ages 65 + who comprise 75% of all COVID-19 deaths. To maximize public health outreach and benefit, we sought to understand reasons for use and non-use of OAV among individuals 65 + with at least mild COVID-19 symptoms. DESIGN: Data were collected from phase 3.5 of the US Census Household Pulse Survey, during three 2022 time periods: June 1-13, June 29-July 11, and July 27-August 8. PARTICIPANTS: Respondents (n = 12,299) were ages 18 + with active or resolved COVID-19 within the last 4 weeks of their survey participation. MAIN MEASURE(S): Comparisons of demographic variables were made for OAV uptake using the chi-square test of independence. A logistic regression was conducted to identify characteristics of participants independently associated with receipt of an OAV. Comparisons were made with chi-square testing, between those ages 65 + with at least mild symptoms who endorsed one of a number of specific reasons for not using OAV. KEY RESULTS: Utilization was low-17.9% of all respondents, 20.5% of respondents ages 50-64, and 33.9% of respondents 65 years and older received guideline-concordant treatment for their infection. Receipt did not differ by income or sex. The average response across the three phases was 5.4%. Most common reasons for not receiving treatment included having minimal symptoms, not thinking that they needed treatment, and not receiving a recommendation from their healthcare provider. CONCLUSIONS: A minority of increased-risk US residents have accessed early therapy for COVID-19 despite being made available without cost. Responses suggest that efforts to improve patient and provider knowledge could improve utilization to mitigate future COVID-19 hospitalizations.


Subject(s)
COVID-19 , Humans , Adult , United States/epidemiology , SARS-CoV-2 , Income , Minority Groups , Antiviral Agents/therapeutic use
13.
J Pharm Pract ; 36(5): 1102-1107, 2023 Oct.
Article in English | MEDLINE | ID: mdl-35417659

ABSTRACT

Background: Tech-check-tech (TCT) programs in pharmacies are beneficial in facilitating a transition from fee for service dispensing tasks to advanced patient care, but they are underutilized. Objective: To describe the design, implementation, and evaluation of a transferable TCT program in several North Dakota pharmacies, with the goal of facilitating future efforts in other states. Methods: We developed a universal TCT implementation toolkit, recruited 6 pharmacies to implement it, developed an educational program for the pharmacies, and worked with the pharmacies over a year to assess success of the program. Pre- and post-implementation surveys assessed pharmacist and technician responses in regards to program effectiveness. Four outcomes were measured, and included pharmacist's time savings, descriptive comments on changes in workflow, incidence of errors and near misses, and barriers to implementation. Results: The implementation of TCT was unanimously perceived as successful and increasing efficiency in the post-site surveys completed by pharmacists. All 13 technicians who participated in the post-survey indicated the methods and materials used for training were sufficient and appropriate. The most commonly cited barrier to implementation of TCT stated by technicians was incorporating TCT into their current workflow. No dispensing errors which resulted in patient impact occurred throughout the duration of this study. Conclusions: A TCT implementation template provided a successful framework for TCT in various pharmacy settings and can serve as a model for other pharmacy settings, states, or regions.


Subject(s)
Community Pharmacy Services , Pharmacies , Humans , North Dakota , Pharmacy Technicians , Professional Role , Pharmacists
14.
JAMA Netw Open ; 5(8): e2227126, 2022 08 01.
Article in English | MEDLINE | ID: mdl-35972738

ABSTRACT

Importance: Lung cancer screening (LCS) is underused in the US, particularly in underserved populations, and little is known about factors associated with declining LCS. Guidelines call for shared decision-making when LCS is offered to ensure informed, patient-centered decisions. Objective: To assess how frequently veterans decline LCS and examine factors associated with declining LCS. Design, Setting, and Participants: This retrospective cohort study included LCS-eligible US veterans who were offered LCS between January 1, 2013, and February 1, 2021, by a physician at 1 of 30 Veterans Health Administration (VHA) facilities that routinely used electronic health record clinical reminders documenting LCS eligibility and veterans' decisions to accept or decline LCS. Data were obtained from the Veterans Affairs (VA) Corporate Data Warehouse or Medicare claims files from the VA Information Resource Center. Main Outcomes and Measures: The main outcome was documentation, in clinical reminders, that veterans declined LCS after a discussion with a physician. Logistic regression analyses with physicians and facilities as random effects were used to assess factors associated with declining LCS compared with agreeing to LCS. Results: Of 43 257 LCS-eligible veterans who were offered LCS (mean [SD] age, 64.7 [5.8] years), 95.9% were male, 84.2% were White, and 37.1% lived in a rural zip code; 32.0% declined screening. Veterans were less likely to decline LCS if they were younger (age 55-59 years: odds ratio [OR], 0.69; 95% CI, 0.64-0.74; age 60-64 years: OR, 0.80; 95% CI, 0.75-0.85), were Black (OR, 0.80; 95% CI, 0.73-0.87), were Hispanic (OR, 0.62; 95% CI, 0.49-0.78), did not have to make co-payments (OR, 0.92; 95% CI, 0.85-0.99), or had more frequent VHA health care utilization (outpatient: OR, 0.70; 95% CI, 0.67-0.72; emergency department: OR, 0.86; 95% CI, 0.80-0.92). Veterans were more likely to decline LCS if they were older (age 70-74 years: OR, 1.27; 95% CI, 1.19-1.37; age 75-80 years: OR, 1.93; 95% CI, 1.73-2.17), lived farther from a VHA screening facility (OR, 1.06; 95% CI, 1.03-1.08), had spent more days in long-term care (OR, 1.13; 95% CI, 1.07-1.19), had a higher Elixhauser Comorbidity Index score (OR, 1.04; 95% CI, 1.03-1.05), or had specific cardiovascular or mental health conditions (congestive heart failure: OR, 1.25; 95% CI, 1.12-1.39; stroke: OR, 1.14; 95% CI, 1.01-1.28; schizophrenia: OR, 1.87; 95% CI, 1.60-2.19). The physician and facility offering LCS accounted for 19% and 36% of the variation in declining LCS, respectively. Conclusions and Relevance: In this cohort study, older veterans with serious comorbidities were more likely to decline LCS and Black and Hispanic veterans were more likely to accept it. Variation in LCS decisions was accounted for more by the facility and physician offering LCS than by patient factors. These findings suggest that shared decision-making conversations in which patients play a central role in guiding care may enhance patient-centered care and address disparities in LCS.


Subject(s)
Lung Neoplasms , Physicians , Veterans , Aged , Aged, 80 and over , Cohort Studies , Early Detection of Cancer , Female , Humans , Lung Neoplasms/diagnosis , Lung Neoplasms/epidemiology , Male , Medicare , Middle Aged , Retrospective Studies , United States
15.
JAMA Intern Med ; 182(7): 757-765, 2022 07 01.
Article in English | MEDLINE | ID: mdl-35696151

ABSTRACT

Importance: It remains poorly understood whether income assistance for adults with low income and disability improves health outcomes. Objective: To examine the association between eligibility for disability compensation and mortality and hospitalizations among Vietnam-era veterans with diabetes. Design, Setting, and Participants: Quasiexperimental cohort study of a July 1, 2001, policy that expanded eligibility for disability compensation to veterans with "boots on the ground" (BOG) during the Vietnam era on the basis of a diagnosis of diabetes; veterans who were "not on ground" (NOG) remained ineligible. Participants were Vietnam-era veterans with diabetes in the Veterans Affairs Healthcare System. Difference-in-differences were estimated during early (July 1, 2001-December 31, 2007), middle (January 1, 2008-December 31, 2012), and later (January 1, 2013-December 31, 2018) postpolicy periods. Data analysis was performed from October 1, 2020, to December 1, 2021. Exposures: Interaction between having served with BOG (as recorded in Vietnam-era deployment records) and postpolicy period. Main Outcomes and Measures: Primary outcomes were all-cause mortality and hospitalizations. Results: The study population included 14 247 BOG veterans (mean [SD] age at baseline, 51.2 [3.8] years; 25.7% were Black; 3.3% were Hispanic; 63.6% were White; and 6.9% were of other race) and 56 224 NOG veterans (mean [SD] age, 54.2 [6.3] years; 21.7% were Black; 2.1% were Hispanic; 67.1% were White; and 8.2% were of other race). Compared with NOG veterans, BOG veterans received $8025, $14412, and $17 162 more in annual disability compensation during the early, middle, and later postpolicy periods, respectively. Annual mortality rates were unchanged (prepolicy mortality rates: 3.04% for BOG and 3.56% for NOG veterans), with adjusted difference-in-differences of 0.24 percentage points (95% CI, -0.08 to 0.52), -0.08% (95% CI, -0.40 to 0.24), and -0.08% (95% CI, -0.48 to 0.36), during the early, middle, and later postpolicy periods. Among 3623 BOG veterans and 19 174 NOG veterans with Medicare coverage in 1999, a population whose utilization could be completely observed in our data, BOG veterans experienced reductions of -7.52 hospitalizations per 100 person-years (95% CI, -13.12 to -1.92) during the early, -10.12 (95% CI, -17.28 to -3.00) in the middle, and -15.88 (95% CI, -24.00 to -7.76) in the later periods. These estimates represent relative declines of 10%, 13%, and 21%. Falsification tests of BOG and NOG veterans who were already receiving maximal disability compensation prior to the policy yielded null findings. Conclusions and Relevance: In this cohort study, disability compensation among Vietnam-era veterans with diabetes was not associated with lower mortality but was associated with substantial declines in acute hospitalizations. Veterans' disability compensation payments may have important health benefits.


Subject(s)
Diabetes Mellitus , Veterans , Adult , Aged , Cohort Studies , Diabetes Mellitus/epidemiology , Hospitalization , Humans , Medicare , Middle Aged , United States/epidemiology , Vietnam/epidemiology
16.
EBioMedicine ; 80: 104038, 2022 Jun.
Article in English | MEDLINE | ID: mdl-35500537

ABSTRACT

BACKGROUND: Maintaining a healthy lifestyle to reduce type 2 diabetes (T2D) risk is challenging and additional strategies for T2D prevention are needed. We evaluated several lipid control medications as potential therapeutic options for T2D prevention using tissue-specific predicted gene expression summary statistics in a two-sample Mendelian randomisation (MR) design. METHODS: Large-scale European genome-wide summary statistics for lipids and T2D were leveraged in our multi-stage analysis to estimate changes in either lipid levels or T2D risk driven by tissue-specific predicted gene expression. We incorporated tissue-specific predicted gene expression summary statistics to proxy therapeutic effects of three lipid control medications [i.e., statins, icosapent ethyl (IPE), and proprotein convertase subtilisin/kexin type-9 inhibitors (PCSK-9i)] on T2D susceptibility using two-sample Mendelian randomisation (MR). FINDINGS: IPE, as proxied via increased FADS1 expression, was predicted to lower triglycerides and was associated with a 53% reduced risk of T2D. Statins and PCSK-9i, as proxied by reduced HMGCR and PCSK9 expression, respectively, were predicted to lower LDL-C levels but were not associated with T2D susceptibility. INTERPRETATION: Triglyceride lowering via IPE may reduce the risk of developing T2D in populations of European ancestry. However, experimental validation using animal models is needed to substantiate our results and to motivate randomized control trials (RCTs) for IPE as putative treatment for T2D prevention. FUNDING: Only summary statistics were used in this analysis. Funding information is detailed under Acknowledgments.


Subject(s)
Diabetes Mellitus, Type 2 , Hydroxymethylglutaryl-CoA Reductase Inhibitors , Animals , Diabetes Mellitus, Type 2/drug therapy , Diabetes Mellitus, Type 2/genetics , Diabetes Mellitus, Type 2/prevention & control , Humans , Hydroxymethylglutaryl-CoA Reductase Inhibitors/pharmacology , Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use , Mendelian Randomization Analysis , Proprotein Convertase 9/genetics , Triglycerides
17.
Chest ; 162(2): 475-484, 2022 08.
Article in English | MEDLINE | ID: mdl-35231480

ABSTRACT

BACKGROUND: Little is known about rates of invasive procedures and associated complications after lung cancer screening (LCS) in nontrial settings. RESEARCH QUESTION: What are the frequency of invasive procedures, complication rates, and factors associated with complications in a national sample of veterans screened for lung cancer? STUDY DESIGN AND METHODS: We conducted a retrospective cohort analysis of veterans who underwent LCS in any Veterans Health Administration (VA) facility between 2013 and 2019 and identified veterans who underwent invasive procedures within 10 months of initial LCS. The primary outcome was presence of a complication within 10 days after an invasive procedure. We conducted hierarchical mixed-effects logistic regression analyses to determine patient- and facility-level factors associated with complications resulting from an invasive procedure. RESULTS: Our cohort of 82,641 veterans who underwent LCS was older, more racially diverse, and had more comorbidities than National Lung Screening Trial (NLST) participants. Overall, 1,741 veterans (2.1%) underwent an invasive procedure after initial screening, including 856 (42.3%) bronchoscopies, 490 (24.2%) transthoracic needle biopsies, and 423 (20.9%) thoracic surgeries. Among veterans who underwent procedures, 151 (8.7%) experienced a major complication (eg, respiratory failure, prolonged hospitalization) and an additional 203 (11.7%) experienced an intermediate complication (eg, pneumothorax, pleural effusion). Veterans who underwent thoracic surgery (OR, 7.70; 95% CI, 5.48-10.81), underwent multiple nonsurgical procedures (OR, 1.49; 95% CI, 1.15-1.92), or carried a dementia diagnosis (OR, 3.91; 95% CI, 1.79-8.52) were more likely to experience complications. Invasive procedures were performed less often than in the NLST (2.1% vs 4.2%), but veterans were more likely to experience complications after each type of procedure. INTERPRETATION: These findings may reflect a higher threshold to perform procedures in veteran populations with multiple comorbidities and higher risks of complications. Future work should focus on optimizing the identification of patients whose chance of benefit likely outweighs the complication risks.


Subject(s)
Lung Neoplasms , Thoracic Surgical Procedures , Veterans , Early Detection of Cancer/methods , Humans , Lung Neoplasms/diagnosis , Lung Neoplasms/epidemiology , Lung Neoplasms/pathology , Retrospective Studies
19.
Clin Infect Dis ; 75(1): e611-e616, 2022 08 24.
Article in English | MEDLINE | ID: mdl-35152282

ABSTRACT

BACKGROUND: The coronavirus disease 2019 (COVID-19) pandemic has disproportionately affected more socioeconomically disadvantaged persons and areas. We sought to determine how certain sociodemographic factors were correlated to adolescents' COVID-19 vaccination rates in towns and cities ("communities") in the Commonwealth of Massachusetts. METHODS: Data on COVID-19 vaccination rates were obtained over a 20-week period from 30 March 2021 to 10 August 2021. Communities' adolescent (ages 12-19) vaccination rates were compared across quintiles of community-level income, COVID-19 case rate, and proportion of non-Hispanic Black or Hispanic individuals. Other variables included population density and earlier COVID-19 vaccination rates of adolescents and adults, averaged from 30 March to 11 May to determine their effects on vaccination rates on 10 August. Linear and logistic regression was used to estimate individual effects of variables on adolescent vaccination rates. RESULTS: Higher median household income, lower proportion of Black or Hispanic individuals, higher early adolescent COVID-19 vaccination rates, and higher early adult COVID-19 vaccination rates were associated with higher later adolescent COVID-19 vaccination rates. Income per $10 000 (adjusted odds ratio [aOR] = 1.01 [95% confidence interval [CI] = 1.01-1.02]), proportion of Hispanic individuals (aOR = 1.33 [95% CI: 1.13-1.56]), early adolescent COVID-19 vaccination rates (aOR = 5.28 [95% CI: 4.67-5.96]), and early adult COVID-19 vaccination rates (aOR = 2.31 [95% CI: 2.02-2.64]) were associated with higher adolescent COVID-19 vaccination on 10 August, whereas proportion of Black individuals approached significance (aOR = 1.26 [95% CI: .98-1.61]). CONCLUSIONS: Vaccination efforts for adolescents in Massachusetts should focus on boosting vaccination rates early in communities with the lowest incomes and greatest proportion of Hispanic individuals and consider targeting communities with a greater proportion of Black individuals.


Subject(s)
COVID-19 , Adolescent , COVID-19/epidemiology , COVID-19/prevention & control , COVID-19 Vaccines , Child , Cross-Sectional Studies , Humans , Massachusetts/epidemiology , Vaccination , Young Adult
20.
J Psychiatr Res ; 147: 349-356, 2022 03.
Article in English | MEDLINE | ID: mdl-35158303

ABSTRACT

This study examined if lithium's association with suicide risk varies by diagnosis. We performed separate 1:1 high-dimensional propensity score (hdPS)-matching in US Veterans with and without bipolar disorder starting lithium or valproate. Among individuals with bipolar disorder, actively receiving lithium (compared to valproate) was not associated with suicide risk. However, in intent-to-treat analyses (following all individuals with bipolar disorder starting lithium or valproate for all 365 days, regardless of whether they stopped the medication), starting lithium was significantly associated with higher one-year risks of suicide (HR = 1.50, 95% CI: 1.05-2.15, p = 0.03). These intent-to-treat risks were attributable entirely to transiently elevated suicide risks observed among individuals no longer receiving lithium (significant at 180 days [HR = 6.10, CI: 1.37-27.3, p = 0.02] but not 365 days [HR = 2.05, CI: 0.88-4.79, p = 0.10]). Among individuals without bipolar disorder, depending on the analysis, actively receiving lithium was associated with nonsignificantly (HR = 0.43, CI: 0.15-1.20, p = 0.11) or significantly (HR = 0.28, CI: 0.08-0.98, p = 0.047) decreased one-year suicide risks. Study limitations included limited power, brief follow-up, and potential residual confounding. Residual confounding is suggested by the observation that more individuals diagnosed with suicidal ideation started lithium than valproate (with this difference being statistically significant for individuals with bipolar disorder, p = 0.0012). If it were possible to correct for this potential confounding, then the suicide-related risks associated with among individuals discontinuing lithium would be expected to be less, and the suicide-related benefits associated with actively receiving lithium (already statistically significant in some analyses among individuals without bipolar disorder) would be expected to increase. Further research is needed.


Subject(s)
Bipolar Disorder , Suicide , Antimanic Agents/adverse effects , Bipolar Disorder/drug therapy , Humans , Lithium/adverse effects , Valproic Acid/adverse effects
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