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1.
JAMA Netw Open ; 7(4): e244862, 2024 Apr 01.
Article in English | MEDLINE | ID: mdl-38568689

ABSTRACT

Importance: Disproportionately aggressive tumor biology among non-Hispanic Black women with early-stage, estrogen receptor (ER)-positive breast cancer contributes to racial disparities in breast cancer mortality. It is unclear whether socioecologic factors underlie racial differences in breast tumor biology. Objective: To examine individual-level (insurance status) and contextual (area-level socioeconomic position and rural or urban residence) factors as possible mediators of racial and ethnic differences in the prevalence of ER-positive breast tumors with aggressive biology, as indicated by a high-risk gene expression profile. Design, Setting, and Participants: This retrospective cohort study included women 18 years or older diagnosed with stage I to II, ER-positive breast cancer between January 1, 2007, and December 31, 2015. All data analyses were conducted between December 2022 and April 2023. Main Outcomes and Measures: The primary outcome was the likelihood of a high-risk recurrence score (RS) (≥26) on the Oncotype DX 21-gene breast tumor prognostic genomic biomarker. Results: Among 69 139 women (mean [SD] age, 57.7 [10.5] years; 6310 Hispanic [9.1%], 274 non-Hispanic American Indian and Alaskan Native [0.4%], 6017 non-Hispanic Asian and Pacific Islander [8.7%], 5380 non-Hispanic Black [7.8%], and 51 158 non-Hispanic White [74.0%]) included in our analysis, non-Hispanic Black (odds ratio [OR], 1.33; 95% CI, 1.23-1.43) and non-Hispanic American Indian and Alaska Native women (OR, 1.38; 95% CI, 1.01-1.86) had greater likelihood of a high-risk RS compared with non-Hispanic White women. There were no significant differences among other racial and ethnic groups. Compared with non-Hispanic White patients, there were greater odds of a high-risk RS for non-Hispanic Black women residing in urban areas (OR, 1.35; 95% CI, 1.24-1.46), but not among rural residents (OR, 1.05; 95% CI, 0.77-1.41). Mediation analysis demonstrated that lack of insurance, county-level disadvantage, and urban vs rural residence partially explained the greater odds of a high-risk RS among non-Hispanic Black women (proportion mediated, 17%; P < .001). Conclusions and Relevance: The findings of this cohort study suggest that the consequences of structural racism extend beyond inequities in health care to drive disparities in breast cancer outcome. Additional research is needed with more comprehensive social and environmental measures to better understand the influence of social determinants on aggressive ER-positive tumor biology among racial and ethnic minoritized women from disadvantaged and historically marginalized communities.


Subject(s)
Breast Neoplasms , Humans , Female , Middle Aged , Breast Neoplasms/genetics , Cohort Studies , Prognosis , Race Factors , Retrospective Studies
2.
Adv Ther ; 40(9): 3926-3936, 2023 09.
Article in English | MEDLINE | ID: mdl-37389731

ABSTRACT

INTRODUCTION: Low health literacy (HL) is consistently associated with worse health outcomes. Routine clinical screening with available instruments is impractical because of added time and effort. Prior findings suggested that signature time may be a reliable alternative measure of HL among general medicine patients. METHODS: Our aim was to assess the screening performance of signature time and explore optimal thresholds for identifying patients with limited HL in a chronically anticoagulated population. English-speaking patients receiving long-term anticoagulation therapy were recruited. HL was assessed using the Short Test of Functional Health Literacy in Adults (STOFHLA). Signature time was measured using a stopwatch. Logistic regression models and receiver-operating characteristic (ROC) curves were used to evaluate the association and accuracy of signature time compared to HL, respectively. RESULTS: Of 139 enrolled patients, mean age was 60.1 years, 70.5% were African-American, 48.9% reported < $25,000 income, and 27.3% had marginal or inadequate HL. Overall, median time to sign was 6.1 s. Signature time was longest with inadequate HL (median 9.5 s) compared to adequate HL (5.7 s; p < 0.01). Longer signature time was significantly associated with lower HL after adjusting for age and education (aOR 0.77, 95% CI: 0.68-0.88, p < 0.01). Signature time demonstrated high accuracy (area under the curve [AUC] > 0.8) in identifying HL levels. Thresholds of 5.1 s and 9.0 s showed appropriate screening performance in distinguishing patients with adequate vs. marginal and marginal vs. inadequate HL, respectively. CONCLUSION: Signature time demonstrated strong screening performance and may offer a quick and practical approach to assessing HL among patients receiving long-term anticoagulation management.


Subject(s)
Health Literacy , Adult , Humans , Middle Aged , Prospective Studies , Surveys and Questionnaires , Poverty , Anticoagulants/therapeutic use
3.
Clin Appl Thromb Hemost ; 29: 10760296231176808, 2023.
Article in English | MEDLINE | ID: mdl-37272034

ABSTRACT

This study evaluated practice patterns and factors influencing treatment decisions regarding urgent or emergent reversal of oral anticoagulants (OACs). A 30-question survey was electronically distributed to anticoagulation members of the Anticoagulation Forum. Questions were designed to capture practice trends in the reversal of warfarin, factor Xa inhibitors, and factor IIa inhibitors. Continuous and categorical data were analyzed to generate descriptive statistics. Open-ended questions were summarized by thematic categories. 173 responses were collected most from US-based pharmacists with direct patient care responsibilities. The majority of the respondents' institutions (90.2%) utilized a guideline or protocol for OACs reversal. Vitamin K (91.3%), activated charcoal (80.4%), and fresh frozen plasma (72.8%) were the most common reversal agents on formulary without restrictions. Most institutions (87.0%) reported having 4-factor prothrombin complex concentrate (4F-PCC) and idarucizumab on formulary, but most commonly (52.2%) with restrictions. Andexanet alfa was only reported on formulary at 35.9% of institutions. In contrast to current guideline recommendations, vitamin K (98.8%) was preferred over 4F-PCC and 4F-PCC (71.6%) was preferred over andexanet alfa as first-line agents used to reverse warfarin and factor Xa inhibitors, respectively. Weight-based dosing strategies for 4F-PCC were commonly utilized for different reversals (41.2%-59.4%). Cost, efficacy, and safety of 4F-PCC were identified as top facilitators and barriers for 4F-PCC adoption in practice. Our findings revealed that guideline recommendations for reversal of warfarin and factor Xa and IIa inhibitors are not followed by a majority of institutions. Studies are needed to investigate strategies to overcome barriers for implementing and following guideline recommendations.


Subject(s)
Anticoagulant Reversal Agents , Anticoagulants , Blood Coagulation Factors , Humans , Factor Xa Inhibitors , Surveys and Questionnaires
4.
Pharmacogenomics ; 24(6): 303-314, 2023 04.
Article in English | MEDLINE | ID: mdl-37166395

ABSTRACT

Background: The authors aimed to assess outcomes with a pharmacogenetic (PGx)-informed, pharmacist-guided, personalized consult service for warfarin dosing. Methods: This retrospective cohort study included patients admitted with thromboembolic events. Eligible subjects received either PGx-informed (n = 389) or historical non-PGx pharmacist-guided warfarin dosing (Hx; n = 308) before hospital discharge. The composite of admission with bleeding or thromboembolic events over 90 days after the discharge was compared between the PGx and Hx groups. Results: The rate ratio (95% CI) of the composite of bleeding or thromboembolic admissions for PGx versus Hx was 0.32 (0.12-0.82). The estimated hazard ratio was 0.43 (0.16-1.12). Conclusion: A PGx-informed warfarin dosing service was associated with decreased bleeding and thromboembolic encounters.


Subject(s)
Thromboembolism , Warfarin , Humans , Warfarin/adverse effects , Anticoagulants/adverse effects , Pharmacogenetics , Retrospective Studies , Pharmacists , Hospitalization , Hemorrhage/chemically induced , Hemorrhage/drug therapy , Hemorrhage/genetics
5.
Pharmacogenet Genomics ; 33(2): 19-23, 2023 02 01.
Article in English | MEDLINE | ID: mdl-36729768

ABSTRACT

Pharmacogenomics is a crucial piece of personalized medicine. Preemptive pharmacogenomic testing is only used sparsely in the inpatient setting and there are few models to date for fostering the adoption of pharmacogenomic treatment in the inpatient setting. We created a multi-institutional project in Chicago to enable the translation of pharmacogenomics into inpatient practice. We are reporting our implementation process and barriers we encountered with solutions. This study, 'Implementation of Point-of-Care Pharmacogenomic Decision Support Accounting for Minority Disparities', sought to implement pharmacogenomics into inpatient practice at three sites: The University of Chicago, Northwestern Memorial Hospital, and the University of Illinois at Chicago. This study involved enrolling African American adult patients for preemptive genotyping across a panel of actionable germline variants predicting drug response or toxicity risk. We report our approach to implementation and the barriers we encountered engaging hospitalists and general medical providers in the inpatient pharmacogenomic intervention. Our strategies included: a streamlined delivery system for pharmacogenomic information, attendance at hospital medicine section meetings, use of physician and pharmacist champions, focus on hospitalists' care and optimizing system function to fit their workflow, hand-offs, and dealing with hospitalists turnover. Our work provides insights into strategies for the initial engagement of inpatient general medicine providers that we hope will benefit other institutions seeking to implement pharmacogenomics in the inpatient setting.


Subject(s)
Inpatients , Pharmacogenetics , Adult , Humans , Precision Medicine , Pharmacogenomic Testing , Pharmacists
6.
Pac Symp Biocomput ; 28: 221-232, 2023.
Article in English | MEDLINE | ID: mdl-36540979

ABSTRACT

Pharmacogenomics has long lacked dedicated studies in African Americans, resulting in a lack of indepth data in this populations. The ACCOuNT consortium has collected a cohort of 167 African American patients on steady state clopidogrel with the goal of discovering population specific variation that may contribute to the response of this anti-platelet agent. Here we analyze the role of both global and local ancestry on the clinical phenotypes of P2Y12 reaction units (PRU) and high on-treatment platelet reactivity (HTPR) in this cohort. We found that local ancestry at the TSS of three genes, IRS-1, ABCB1 and KDR were nominally associated with PRU, and local ancestry-adjusted SNP association identified variants in ITGA2 associated to increased PRU. These finding help to explain the variability in drug response seen in African Americans, especially as few studies on genes outside of CYP2C19 has been conducted in this population.


Subject(s)
Platelet Aggregation Inhibitors , Ticlopidine , Humans , Clopidogrel/therapeutic use , Platelet Aggregation Inhibitors/therapeutic use , Ticlopidine/therapeutic use , Black or African American/genetics , Computational Biology , Cytochrome P-450 CYP2C19/genetics
7.
Medicina (Kaunas) ; 58(9)2022 Aug 29.
Article in English | MEDLINE | ID: mdl-36143848

ABSTRACT

Background and Objectives: Warfarin and a skeletal muscle relaxant are co-treatments in nearly a quarter-million annual United States (US) office visits. Despite international calls to minimize patient harm arising from anticoagulant drug interactions, scant data exist on clinical outcomes in real-world populations. We examined effects of concomitant use of warfarin and individual muscle relaxants on rates of hospitalization for thromboembolism among economically disadvantaged persons. Materials and Methods: Using 1999−2012 administrative data of four US state Medicaid programs, we conducted 16 retrospective self-controlled case series studies: half included concomitant users of warfarin + one of eight muscle relaxants; half included concomitant users of an inhaled corticosteroid (ICS) + one of eight muscle relaxants. The ICS analyses served as negative control comparisons. In each study, we calculated incidence rate ratios (IRRs) comparing thromboembolism rates in the co-exposed versus warfarin/ICS-only exposed person-time, adjusting for time-varying confounders. Results: Among ~70 million persons, we identified 8693 warfarin-treated subjects who concomitantly used a muscle relaxant, were hospitalized for thromboembolism, and met all other inclusion criteria. Time-varying confounder-adjusted IRRs ranged from 0.31 (95% confidence interval: 0.13−0.77) for metaxalone to 3.44 (95% confidence interval: 1.53−7.78) for tizanidine. The tizanidine finding was robust after quantitatively adjusting for negative control ICS findings, and in numerous prespecified secondary analyses. Conclusions: We identified a potential >3-fold increase in the rate of hospitalized thromboembolism in concomitant users of warfarin + tizanidine vs. warfarin alone. Alternative explanations for this finding include confounding by indication, a native effect of tizanidine, or chance.


Subject(s)
Neuromuscular Agents , Thromboembolism , Anticoagulants/adverse effects , Humans , Retrospective Studies , Thromboembolism/epidemiology , Warfarin/adverse effects
8.
Pharmacogenomics ; 23(2): 85-95, 2022 01.
Article in English | MEDLINE | ID: mdl-35001645

ABSTRACT

Aim: We evaluated the clinical acceptance and feasibility of a pharmacist-guided personalized consult service following its transition from a mandatory (mPGx) to optional (oPGx) CYP2C9/VKORC1/CYP4F2 genotyping for warfarin. Methods: A total of 1105 patients were included. Clinical acceptance and feasibility outcomes were analyzed using bivariate and multivariable analyses. Results: After transitioning to optional genotyping, genotype testing was still ordered in a large segment of the eligible population (52.1%). Physician acceptance of pharmacist-recommended doses improved from 83.9% (mPGx) to 86.6% (oPGx; OR: 1.3; 95% CI: 1.1-1.5; p = 0.01) with a shorter median genotype result turnaround time (oPGX: 23.6 h vs mPGX: 25.1 h; p < 0.01). Conclusion: Ordering of genotype testing and provider acceptance of dosing recommendations remained high after transitioning to optional genotyping.


Subject(s)
Anticoagulants/administration & dosage , Genotyping Techniques , Pharmacists , Warfarin/administration & dosage , Female , Genotyping Techniques/methods , Humans , Male , Mandatory Programs , Middle Aged , Pharmacogenomic Testing/methods , Physicians/statistics & numerical data
9.
JACC Adv ; 1(2)2022 Jun.
Article in English | MEDLINE | ID: mdl-37961076

ABSTRACT

BACKGROUND: Direct-acting oral anticoagulants are first-line agents for prevention of stroke in patients with nonvalvular atrial fibrillation (NVAF), but data are limited for the oldest patients, and with reduced dosing. OBJECTIVES: To determine steady-state apixaban peak and trough concentrations during routine care of older adults with NVAF, compare concentrations to clinical trial concentrations, and explore factors associated with concentrations. METHODS: A cross-sectional study of medically stable older adults with NVAF (≥75 years or ≥70 years if Black) receiving apixaban. Peak (2-4.4 hours post-dose) and trough (before next dose) concentrations were determined by anti-Xa activity calibrated chromogenic assay. Patient characteristics associated with concentrations were determined by multivariate modeling. RESULTS: The median age of patients (n = 115) was 80 (interquartile range: 77-84) years. The cohort comprised 46 women and 69 men; of which 98 are White, 11 Black, and 6 Asian. With 5 mg twice daily per labelling (n = 88), peak concentrations were higher in women: 248 ± 105 vs 174 ± 67 ng/mL in men (P < 0.001) and exceeded expected 95% range in 6 of 30 vs 0 of 55 men (P = 0.002). With 2.5 mg twice daily per label (n = 11), concentrations were <5 mg twice daily (peak: 136 ± 87 vs 201 ± 90 ng/mL, P = 0.026; trough: 65 ± 28 vs 109 ± 56 ng/mL, P < 0.001), but not different than 2.5 mg twice daily without reduction criteria (n = 13; peak: 132 ± 88; trough: 65 ± 31 ng/mL). Covariates associated with concentrations included sex, number of daily medications, and creatinine clearance. CONCLUSIONS: Older women had higher than expected peak apixaban concentrations, and 2.5 mg twice daily produced lower concentrations than standard dosing. Factors not currently included in dosing recommendations affected concentrations. The impact of apixaban concentrations on outcomes needs evaluation.

10.
J Pers Med ; 11(12)2021 Dec 10.
Article in English | MEDLINE | ID: mdl-34945816

ABSTRACT

Known disparities exist in the availability of pharmacogenomic information for minority populations, amplifying uncertainty around clinical utility for these groups. We conducted a multi-site inpatient pharmacogenomic implementation program among self-identified African-Americans (AA; n = 135) with numerous rehospitalizations (n = 341) from 2017 to 2020 (NIH-funded ACCOuNT project/clinicaltrials.gov#NCT03225820). We evaluated the point-of-care availability of patient pharmacogenomic results to healthcare providers via an electronic clinical decision support tool. Among newly added medications during hospitalizations and at discharge, we examined the most frequently utilized medications with associated pharmacogenomic results. The population was predominantly female (61%) with a mean age of 53 years (range 19-86). On average, six medications were newly prescribed during each individual hospital admission. For 48% of all hospitalizations, clinical pharmacogenomic information was applicable to at least one newly prescribed medication. Most results indicated genomic favorability, although nearly 29% of newly prescribed medications indicated increased genomic caution (increase in toxicity risk/suboptimal response). More than one of every five medications prescribed to AA patients at hospital discharge were associated with cautionary pharmacogenomic results (most commonly pantoprazole/suboptimal antacid effect). Notably, high-risk pharmacogenomic results (genomic contraindication) were exceedingly rare. We conclude that the applicability of pharmacogenomic information during hospitalizations for vulnerable populations at-risk for experiencing health disparities is substantial and warrants continued prospective investigation.

11.
Res Pract Thromb Haemost ; 5(7): e12605, 2021 Oct.
Article in English | MEDLINE | ID: mdl-34755020

ABSTRACT

BACKGROUND: Anticoagulation with warfarin represents a transportation-sensitive treatment state. Transportation barrier is a common reason for not using health care services. OBJECTIVE: To assess the association between transportation barriers to anticoagulation clinic and anticoagulation control (AC) among an inner-city, low-income population. PATIENTS/METHODS: Adults expected to be on chronic warfarin therapy were recruited from an ambulatory anticoagulation clinic. Participants completed a validated questionnaire that assessed transportation barriers to clinic, defined as self-reported trouble getting transportation to a clinic and a composite score of the presence of transportation barriers. Suboptimal AC was defined as time in therapeutic range (TTR) <60% over 6 months. Prevalence ratios with 95% confidence intervals (CIs), adjusted for age, sex, and annual household income, described the association of transportation trouble and barriers with AC. RESULTS: Of 133 participants, 42.9% had suboptimal AC. Mean age was 60.4 (SD, 13.6) years, and the majority of participants were women (62.2%). Participants with transportation trouble were more likely to report being disabled/unable to work (63.6%) and annual household income <$15 000 (45.5%). Mean TTR was significantly lower for participants with transportation trouble compared to those without (53.8% [SD, 24.7%] vs 64.7% [SD, 25.0%]; P = .03). Participants reporting transportation trouble or at least one transportation barrier were 1.60 (95% CI, 1.07-2.39) and 1.68 (95% CI, 1.01-2.80) times more likely, respectively, to have suboptimal AC compared to those without. CONCLUSION: Inner-city, low-income individuals with transportation barriers were more likely to have suboptimal AC. Further research is warranted to evaluate the impact of alleviating patient-specific transportation barriers on anticoagulation outcomes.

12.
Res Pract Thromb Haemost ; 5(4): e12533, 2021 May.
Article in English | MEDLINE | ID: mdl-34095734

ABSTRACT

BACKGROUND: Point-of-care (POC) International Normalized Ratio (INR) measurement provides efficient monitoring of warfarin therapy; however, its reliability may be affected in patients with anemia, such as those with sickle cell disease (SCD). OBJECTIVES: To evaluate the correlation of POC-INR to clinical laboratory INR (CL-INR) in SCD and use of a correction factor. PATIENT/METHODS: In this retrospective study, the accuracy of POC-INR compared to CL-INR was evaluated in a cohort of patients with SCD and in a non-SCD Black cohort. RESULTS: Despite the difference in anemia, the SCD cohort showed a similar percentage of in-range POC-INR values as observed in the non-SCD cohort (37% vs 42%). The SCD cohort was randomly divided to form discovery and validation cohorts. In the discovery cohort, 86% of POC-INRs were in range when the POC-INRs were ˂4.0, but only 24% were in range if POC-INRs were ≥4.0. A linear regression of CL-INR versus POC-INR for POC-INR values ≥4.0 yielded a coefficient of 0.72 (95% confidence interval, 0.69-0.75); Multiplying POC-INR by this correction factor, rounded to 0.7 for ease of use in clinical practice, improved the proportion of in-range POC-INR values ≥4.0 from 24% to 100% in the SCD discovery cohort and from 19% to 95% in the SCD validation cohort. Similar findings applied to analyses of the non-SCD cohort. CONCLUSIONS: POC-INR and CL-INR in patients with SCD are similar when POC-INR is <4.0, and the accuracy of POC-INR values ≥4.0 can be improved by applying an institution-specific correction factor.

13.
J Am Pharm Assoc (2003) ; 61(4): e263-e278, 2021.
Article in English | MEDLINE | ID: mdl-33637436

ABSTRACT

BACKGROUND: Latino adults, especially immigrants without citizenship (i.e., noncitizens), experience considerable barriers to health care, including medications. Inequitable access to medications, especially statins, may exacerbate disparities in cardiovascular disease. Despite this, little is known about medication nonadherence in Latino neighborhoods, especially those with large noncitizen populations. OBJECTIVES: To estimate nonadherence to statins in Latino neighborhoods and evaluate differences on the basis of their noncitizen population. METHODS: We conducted a retrospective cohort study among 48,161 adults who lived in predominately Latino neighborhoods in New York City, Los Angeles, and Chicago and who initiated statin therapy from January 2012 to December 2015 using IQVIA LifeLink. Statin nonadherence was defined as a proportion of days covered amounting to less than 80% over 12 months. We focused on differences between neighborhoods with high noncitizen concentrations (areas where noncitizens are at least 35% of the adult population) and other Latino neighborhoods. We examined associations using logistic regressions adjusted for individual (e.g., payment method) and neighborhood characteristics (e.g., poverty). RESULTS: Individuals living in neighborhoods with high noncitizen concentrations were more nonadherent to statins than those in Latino neighborhoods with fewer noncitizens (75.0% vs. 70.0%, adjusted odds ratio [aOR] 1.18, [95% CI 1.06-1.33]). These disparities were worse in New York City (77.7% vs. 69.1%, aOR 1.37, [95% CI 1.23-1.53]) and Chicago (76.1% vs. 68.8%, aOR 1.38, [95% CI 1.14-1.67]) than in Los Angeles (73.8% vs. 71.3%, aOR 1.10, [95% CI 1.01-1.20]). CONCLUSION: Neighborhoods with large noncitizen populations have much higher rates of statin nonadherence than Latino neighborhoods with fewer noncitizens. These disparities were least pronounced in Los Angeles, where the county provides health care to all uninsured residents, including noncitizens without documentation to reside in the United States. Efforts to improve medication access in Latino neighborhoods should be multifocal and start by implementing state and local health care options for low-income residents, regardless of citizenship status.


Subject(s)
Hydroxymethylglutaryl-CoA Reductase Inhibitors , Adult , Chicago , Hispanic or Latino , Humans , Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use , Los Angeles , New York City , Residence Characteristics , Retrospective Studies , United States
14.
JCO Oncol Pract ; 17(3): e294-e312, 2021 03.
Article in English | MEDLINE | ID: mdl-33449809

ABSTRACT

PURPOSE: Intravenous (IV) bisphosphonates reduce the risk of skeletal-related events in patients with multiple myeloma (MM). However, data describing racial differences in IV bisphosphonate utilization outside of clinical trial settings are limited. We evaluated population-level IV bisphosphonate initiation and discontinuation among patients of age ≥ 65 years with MM. METHODS: We conducted a retrospective cohort study of patients of age ≥ 65 years diagnosed with first primary MM between 2001 and 2011. Patients were identified using the SEER-Medicare linked database and followed through December 2013. Cumulative incidences of IV bisphosphonate initiation and time to discontinuation among users were compared between racial and ethnic groups. In Fine and Gray competing risk models, we estimated subdistribution hazard ratios (SHRs) and 95% CIs for initiation and discontinuation. RESULTS: We included 14,231 eligible patients with MM (median age, 76 years; 52% male). Over a median follow-up of 23.1 months, 54% of patients received at least one IV bisphosphonate dose. Our final analytical sample included 10,456 non-Hispanic (NH) Whites, 2,267 NH Blacks, 548 Asian and Pacific islanders, and 815 Hispanic and Latino patients. A higher proportion of White patients (56.1%) newly received IV bisphosphonates after MM diagnosis compared with NH Blacks (45.4%). Compared with White patients, NH Black patients were less likely to initiate IV bisphosphonates (SHR, 0.74; 95% CI, 0.70 to 0.79) and slightly more likely to discontinue treatment (SHR, 1.10; 95% CI, 1.01 to 1.19). CONCLUSION: Approximately half of the patients with MM of age ≥ 65 years did not receive IV bisphosphonates, with significant delay among racial minority groups. These findings highlight the need for improvement of IV bisphosphonate uptake in patients with MM of age ≥ 65 years.


Subject(s)
Diphosphonates , Multiple Myeloma , Aged , Diphosphonates/therapeutic use , Female , Humans , Male , Medicare , Multiple Myeloma/drug therapy , Racial Groups , Retrospective Studies , United States
16.
Am J Public Health ; 110(9): 1397-1404, 2020 09.
Article in English | MEDLINE | ID: mdl-32673107

ABSTRACT

Objectives. To estimate treatment rates of high cholesterol, hypertension, and diabetes among Hispanic/Latino immigrants by immigration status (i.e., naturalized citizens, documented immigrants, or undocumented immigrants).Methods. We performed a cross-sectional analyses of the Hispanic Community Health Study/Study of Latinos (visit 2, 2014-2017). We restricted our analysis to Hispanic/Latino immigrants with high cholesterol (n = 3974), hypertension (n = 3353), or diabetes (n = 2406); treatment was defined as use of statins, antihypertensives, and antidiabetics, respectively.Results. When compared with naturalized citizens, undocumented and documented immigrants were less likely to receive treatment for high cholesterol (38.4% vs 14.1%; prevalence ratio [PR] = 0.37 [95% confidence interval [CI] = 0.27, 0.51] and 25.7%; PR = 0.67 [95% CI = 0.58, 0.76]), hypertension (77.7% vs 57.7%; PR = 0.74 [95% CI = 0.62, 0.89] and 68.1%; PR = 0.88 [95% CI = 0.82, 0.94]), and diabetes (60.3% vs. 50.4%; PR = 0.84 [95% CI = 0.68, 1.02] and 55.8%; PR = 0.93 [95% CI = 0.83, 1.03]); the latter did not reach statistical significance. Undocumented and documented immigrants had less access to health care, including insurance coverage or a usual health care provider, than naturalized citizens. Therefore, adjusting for health care access largely explained treatment disparities across immigration status.Conclusions. Preventing cardiovascular disease among Hispanic/Latino immigrants should focus on undertreatment of high cholesterol, hypertension, and diabetes by increasing health care access, especially among undocumented immigrants.


Subject(s)
Cardiovascular Diseases/prevention & control , Emigrants and Immigrants/statistics & numerical data , Health Services Accessibility/statistics & numerical data , Hispanic or Latino/statistics & numerical data , Adult , Aged , Antihypertensive Agents/therapeutic use , Cross-Sectional Studies , Diabetes Mellitus/drug therapy , Female , Humans , Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use , Hypercholesterolemia/drug therapy , Hypertension/drug therapy , Hypoglycemic Agents/therapeutic use , Male , Middle Aged , Risk Factors , Undocumented Immigrants/statistics & numerical data
18.
J Cancer Surviv ; 14(3): 294-304, 2020 06.
Article in English | MEDLINE | ID: mdl-31897877

ABSTRACT

PURPOSE: To identify patterns of healthcare utilization in allogeneic and autologous hematopoietic stem cell transplantation (HSCT) recipients and evaluate factors associated with high-need and high-cost post-transplantation care. METHODS: Latent class analysis of a retrospective cohort of long-term allogeneic (n = 436) and autologous (n = 888) HSCT survivors within the Truven MarketScan database (2009-2014). We assessed factors associated with the latent classes by comparing post-transplantation healthcare utilization including inpatient admissions and length of stay, emergency room visits, specialist visits, and primary care provider visits. RESULTS: Four utilization classes were identified in allogeneic and autologous HSCT recipients: (i) outpatient specialist care dominant (51.8% and 57.3%), (ii) outpatient primary care dominant (10.3% and 25.7%), (iii) outpatient/inpatient balanced (20.6% and 13.5%), and (iv) inpatient dominant (17.2% and 3.5%). Mean monthly healthcare expenditures in the inpatient dominant utilization class were $41,097 and $25,556 for allogeneic and autologous survivors, respectively, which were two to five times higher compared with other classes during the 2-year post-transplantation period. Factors associated with the high utilization class were transfusion (OR = 1.87, 95% CI 1.06-3.30) and 100-day post-transplant graft-versus-host-disease (OR = 1.76, 95% CI 1.05-2.94) in allogeneic HSCT; higher baseline Charlson comorbidity index (OR = 1.45, 95% CI 1.19-1.76) in autologous HSCT. CONCLUSION: Based on distinct patterns of healthcare utilization following HSCT, we identified factors associated with higher resource utilization and greater healthcare related expenditures. IMPLICATIONS FOR CANCER SURVIVORS: Earlier identification of high-cost and high-need HSCT long-term survivors could pave the way for clinicians to offer more continuous engagement in survivorship care delivery.


Subject(s)
Health Resources/standards , Hematopoietic Stem Cell Transplantation/economics , Hematopoietic Stem Cell Transplantation/mortality , Transplantation Conditioning/economics , Transplantation Conditioning/mortality , Female , Humans , Latent Class Analysis , Male , Middle Aged , Retrospective Studies , Survival Analysis
19.
J Manag Care Spec Pharm ; 26(1): 67-75, 2020 Jan.
Article in English | MEDLINE | ID: mdl-31880221

ABSTRACT

BACKGROUND: Adherence and persistence with diabetes medication play an important role in glycemic control and may differ by medication class. However, there is a lack of research comparing diabetes medications in patients with renal impairment, despite the challenges and higher burden associated with managing this population. OBJECTIVE: To compare adherence and persistence among patients with type 2 diabetes mellitus (T2DM) and nondialysis chronic kidney disease (CKD) treated with dipeptidyl peptidase-4 (DPP-4) inhibitors versus pioglitazone. METHODS: This retrospective cohort study used Truven MarketScan administrative claims databases from 2009 to 2015. One-year adherence for patients with T2DM and nondialysis CKD who initiated therapy with either a DPP-4 inhibitor or pioglitazone was measured by proportion of days covered (PDC) following an initial dispensing, and PDC ≥ 0.80 was coded as adherent. Persistence was calculated as the days between the index date and last day with the index medication on hand, based on the end of the last days supply or the end of follow-up (i.e., 365 days), whichever occurred first. Multivariate logistic regression and Cox proportional hazards models were used to estimate confounder-adjusted differences between the groups for adherence and persistence. RESULTS: The final cohort included 9,019 patients (DPP-4 inhibitors: 7,002; pioglitazone: 2,017). In the adjusted analysis, DPP-4 inhibitor users demonstrated a 1.41 (95% CI = 1.25-1.59) higher odds of being adherent compared with pioglitazone users. Overall adjusted HR for persistence was 0.74 (95% CI = 0.69-0.79), which favored DPP-4 inhibitors compared with pioglitazone. Relative to 2010, persistence with pioglitazone decreased in 2011-2012 and then increased in 2013-2014. In the subgroup analysis, DPP-4 inhibitors first had lower (2010: OR = 0.78, 95% CI = 0.70-0.87; 2011-2012: OR = 0.60, 95% CI = 0.54-0.66) and then similar (2013-2014: OR = 1.03, 95% CI = 0.88-1.19) hazards of nonpersistence compared with pioglitazone. CONCLUSIONS: Among patients with T2DM and nondialysis CKD, the use of DPP-4 inhibitors was associated with better adherence compared with pioglitazone. However, following the approval of generic pioglitazone and associated lower cost sharing after 2012, the magnitude of difference in adherence between the medication classes reduced. Similarly, safety warnings in 2011 and approval of generic products in 2012 may have affected pioglitazone persistence, leading to first higher and then similar hazards for nonpersistence with pioglitazone as compared with DPP-4 inhibitors. These shifts in the results for pioglitazone warrant further investigation and close monitoring of the population initiating this medication. DISCLOSURES: No funding was received for this study. The authors have no conflicts of interest to disclose. An abstract for this study was presented as a podium presentation at the International Society of Pharmacoeconomics and Outcomes Research (ISPOR) 2019 Annual Meeting; May 18-22, 2019; New Orleans, LA.


Subject(s)
Diabetes Mellitus, Type 2/drug therapy , Dipeptidyl-Peptidase IV Inhibitors/therapeutic use , Drugs, Generic/therapeutic use , Hypoglycemic Agents/therapeutic use , Medication Adherence , Pioglitazone/therapeutic use , Practice Patterns, Physicians' , Renal Insufficiency, Chronic/drug therapy , Administrative Claims, Healthcare , Aged , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/epidemiology , Dipeptidyl-Peptidase IV Inhibitors/adverse effects , Disease Progression , Drug Substitution , Drug Utilization , Drugs, Generic/adverse effects , Female , Humans , Hypoglycemic Agents/adverse effects , Insurance, Pharmaceutical Services , Male , Middle Aged , Pioglitazone/adverse effects , Renal Insufficiency, Chronic/diagnosis , Renal Insufficiency, Chronic/epidemiology , Retrospective Studies , Risk Assessment , Risk Factors , Time Factors , Treatment Outcome , United States/epidemiology
20.
J Diabetes ; 12(5): 385-395, 2020 May.
Article in English | MEDLINE | ID: mdl-31652390

ABSTRACT

BACKGROUND: There is little information on medication use, trends across time, and the impact of guidelines on appropriate use of antidiabetic drugs in participants with type 2 diabetes mellitus (T2DM) with chronic kidney disease (CKD). METHODS: A cross-sectional analysis of the National Health and Nutrition Examination Survey (NHANES) from 2005-2016 was carried out for participants with T2DM with and without CKD. Multivariate survey-weighted regression models were used to evaluate trends in antidiabetic drug use across the time periods and CKD severity. Guideline-discordant use of metformin and glyburide were assessed among those with glomerular filtration rate and serum creatinine-based contraindications. RESULTS: Out of 3237 study participants with T2DM, 35.9% had CKD. Comparing 2013-2016 with 2005-2008, use of metformin (non-CKD: 69% vs 83.8%, CKD: 58.6% vs 68.2%) increased, whereas the use of sulfonylureas (non-CKD: 46.3% vs 27.2%, CKD: 54.7% vs 36.6%) and thiazolidinediones (non-CKD: 29.3% vs 3.9%, CKD: 24.6% vs 5.5%) decreased. In combined NHANES cycles and across stages of CKD severity, metformin use decreased (non-CKD, stage 1/2, stage 3, stage 4/5: 78.4%, 69.5%, 54.6%, 4.9%, respectively; P < .01), and insulin use increased (18.5%, 26.8%, 25%, 52.8%, respectively; P < .01) from non-CKD to progressed CKD. Guideline-discordant use of metformin and glyburide was observed in 8.3% and 2.8% of the participants, respectively, in 2013-2016. CONCLUSIONS: Use of particular antidiabetic medications in patients with CKD changed noticeably over the years, most in accordance with guidelines and regulatory decisions. Gaps in quality of care still exist, which warrants increasing awareness and implementing programs to mitigate inappropriate use.


Subject(s)
Diabetes Mellitus, Type 2/drug therapy , Drug Utilization/trends , Hypoglycemic Agents/therapeutic use , Renal Insufficiency, Chronic/drug therapy , Aged , Cross-Sectional Studies , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/epidemiology , Diabetic Nephropathies/drug therapy , Diabetic Nephropathies/epidemiology , Female , History, 21st Century , Humans , Hypoglycemic Agents/classification , Male , Middle Aged , Nutrition Surveys , Practice Patterns, Physicians'/statistics & numerical data , Practice Patterns, Physicians'/trends , Renal Insufficiency, Chronic/complications , Renal Insufficiency, Chronic/epidemiology , United States/epidemiology
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