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Dive into the research topics where Natalie N. Boytsov is active.

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Featured researches published by Natalie N. Boytsov.


Journal of Bone and Mineral Research | 2014

Osteoporosis Medication Use After Hip Fracture in U.S. Patients Between 2002 and 2011

Daniel H. Solomon; Stephen S. Johnston; Natalie N. Boytsov; Donna McMorrow; Joseph M. Lane; Kelly Krohn

Hip fractures are common, morbid, costly, and associated with subsequent fractures. Historically, postfracture osteoporosis medication use rates have been poor, but have not been recently examined in a large‐scale study. We conducted a retrospective, observational cohort study based on U.S. administrative insurance claims data for beneficiaries with commercial or Medicare supplemental health insurance. Eligible participants were hospitalized for hip fracture between January 1, 2002, and December 31, 2011, and aged 50 years or older at admission. The outcome of interest was osteoporosis medication use within 12 months after discharge. Patients were censored after 12 months, loss to follow‐up, or a medical claim for cancer or Pagets disease, whichever event occurred first. During the study period, 96,887 beneficiaries met the inclusion criteria; they had a mean age of 80 years and 70% were female. A total of 34,389 (35.5%) patients were censored before reaching 12 months of follow‐up. The Kaplan‐Meier estimated probability of osteoporosis medication use within 12 months after discharge was 28.5%. The rates declined significantly from 40.2% in 2002, to 20.5% in 2011 (p for trend <0.001). In multivariable Cox proportional hazards models, a number of patient characteristics were associated with reduced likelihood of osteoporosis medication use, including older age and male gender. However, the predictor most strongly and most positively associated with osteoporosis medication use after fracture was osteoporosis medication use before the fracture (hazard ratio = 7.45; 95% confidence interval [CI], 7.23–7.69). Most patients suffering a hip fracture do not use osteoporosis medication in the subsequent year and treatment rates have worsened.


Rheumatology International | 2017

Prevalence of rheumatoid arthritis in the United States adult population in healthcare claims databases, 2004–2014

Theresa M. Hunter; Natalie N. Boytsov; Xiang Zhang; Krista M. Schroeder; Kaleb Michaud; Andre B. Araujo

This study aimed to determine the prevalence of rheumatoid arthritis in the United States (US) adult insured population from 2004 to 2014. This was an observational, retrospective, cross-sectional study based on US administrative health insurance claims databases (Truven Health MarketScan® Research database and IMS PharMetrics Plus database). Trends in RA prevalence focusing on the 10-year period covering January 1, 2004–December 31, 2014 were analyzed using a validated algorithm for the identification of RA. Prevalence rates in the databases were determined and age- and gender-adjusted rates were projected to the US population in 2014. Analysis of data from the two databases indicated that the RA prevalence rate in commercially insured adult US population ranged from 0.41 to 0.54% from 2004 to 2014. The prevalence varied substantially by gender and age in each year and increased gradually across the years for most subgroups. In 2014, out of 31,316,902 adult patients with continuous enrollment in the Truven Health MarketScan® Research database, 157,634 (0.50%) patients met our criteria for RA. Similarly, out of 35,083,356 adult patients in the IMS PharMetrics Plus database, 139,300 (0.50%) patients met our criteria for RA. In 2014, the overall age-adjusted prevalence of RA ranged from 0.53 to 0.55% (0.29–0.31% for males and 0.73–0.78% for females). The prevalence of RA in the US appeared to increase during the period from 2004 to 2014, affecting a conservative estimate of 1.28–1.36 million adults in 2014.


Current Medical Research and Opinion | 2015

Osteoporotic fractures and associated hospitalizations among patients treated with teriparatide compared to a matched cohort of patients not treated with teriparatide

Natalie N. Boytsov; Xiang Zhang; Tomoko Sugihara; Kathleen A. Taylor; Ralph Swindle

Abstract Objective: To compare fractures and fracture-related resource utilization (RU) among patients with a recent fracture and treated with teriparatide (TPTD) to a matched cohort of patients not treated with TPTD (non-TPTD). Research design and methods: Women aged 50 years or older initiating TPTD (N = 5314; index date between 1 January 2007 and 31 December 2012) were identified in an insurance claims database. Patients with fragility fracture (hip, pelvis, clavicle, humerus, wrist, leg or spine) during the 12 months prior to the index date (N = 1164) were selected to control for unmeasured confounding due to absence of bone mineral density test levels. TPTD patients were matched to the non-TPTD cohort using propensity score and exact matching (N = 912). Relative risk (RR) of fracture and fracture-related RU were estimated by Cox proportional hazard modeling, adjusted for potential fracture risk factors. Results: Fractures were observed in 4.6%, 8.6%, 10.3%, and 11.3% of TPTD patients and in 9.2%, 15.2%, 19.2% and 21.7% of non-TPTD patients over 6, 12, 18, and 24 months, respectively. The adjusted RR reduction in TPTD was 36% (RR = 0.64, 95% CI: 0.44–0.94) during 6 months, 27% (RR = 0.73, 95% CI: 0.54–0.97) during 12 months, 28% (RR = 0.72, 95% CI: 0.55–0.93) during 18 months, and 28% (RR = 0.72, 95% CI: 0.56–0.92) during 24 months versus matched non-TPTD patients. Fracture-related RU followed a similar trend to that observed for fracture risk. Conclusions: This real-world study found TPTD to be more effective in reducing risk of fragility fractures as early as 6 months with continuous treatment benefit up to 24 months compared to a matched non-TPTD cohort. TPTD patients experienced lower rates of fracture-related RU than non-TPTD patients. Key study limitations include the inability to confirm reported diagnostic and procedural codes and the absence of uninsured and individually insured patients in the claims database.


Journal of Managed Care Pharmacy | 2017

Examining the Effect of Medication Adherence on Risk of Subsequent Fracture Among Women with a Fragility Fracture in the U.S. Medicare Population

Allison Keshishian; Natalie N. Boytsov; Russel Burge; Kelly Krohn; Louise Lombard; Xiang Zhang; L. Xie; Onur Baser

BACKGROUND In the United States, osteoporosis affects approximately 10 million people, of whom 80% are women, and it contributes a significant clinical burden to the community. Poor adherence to osteoporosis medications adds to the overall burden of illness. OBJECTIVE To examine the association of osteoporosis medication adherence and the risk of a subsequent fracture among Medicare-enrolled women with a previous fragility fracture. METHODS This study was a retrospective observational analysis of U.S. administrative claims data among female Medicare beneficiaries who had a nontrauma closed fragility fracture between January 1, 2011, and December 31, 2011. Patients were required to have continuous medical and pharmacy enrollment 12 months pre- and postfracture date. In addition, patients were required to have an osteoporosis medication prescription for a bisphosphonate (alendronate, risedronate, pamidronate, etidronate, zoledronate, and tiludronate), calcitonin, denosumab, raloxifene, or teriparatide during the follow-up period. Adherence was calculated using cumulative medication possession ratio (MPR) from the treatment initiation date in 30-day increments. MPR was stratified into high adherence (MPR ≥ 80%), moderate adherence (50% ≤ MPR > 80%), and low adherence (MPR < 50%). Outcomes included first subsequent fracture after treatment initiation; patients were censored at treatment discontinuation, or end of the 12-month period posttreatment initiation. Covariates included demographics, comorbidities, osteoporosis medications, medications associated with falls, and health care utilization. Cox regression was used to model subsequent fractures with time-dependent cumulative MPR. RESULTS Of the 1,292,248 Medicare enrollees who had a fracture in 2011, a total of 103,852 (8.0%) women aged ≥ 65 years with a fragility fracture were identified. Overall, 27,736 (26.7%) patients were treated with osteoporosis medication within 12 months of the fragility fracture (mean time to treatment initiation was 85.0 ± 84.6 days). Over half of the patients were highly adherent (MPR ≥ 80%) to osteoporosis medications during the follow-up (n = 14,112; 50.9%). Almost a third of the patients had low adherence (MPR < 50%; n = 9,022, 32.5%), followed by patients with moderate adherence (50% ≤ MPR > 80%; n = 4,602, 16.6%). After adjusting for demographics and clinical characteristics, patients with low and moderate adherence to osteoporosis medications were 33% (hazard ratio [HR] = 1.33; 95% CI = 1.17-1.50, P < 0.001) and 19% (HR = 1.19; 95% CI = 1.02-1.38, P = 0.026) more likely to have a subsequent fracture, respectively, compared with patients with high adherence. Low adherence patients had a 32% and 34% increased risk for a hip/pelvis/femur fracture (HR = 1.32; 95% CI = 1.09-1.59, P = 0.005) and a clinical vertebral fracture (HR = 1.34; 95% CI = 1.09-1.63, P = 0.005), respectively, compared with high adherence patients. CONCLUSIONS Medicare-enrolled women with low and moderate adherence to osteoporosis medications had a higher risk of a subsequent fracture compared with high adherence patients. These results highlight the importance of improving osteoporosis medication adherence among women enrolled in Medicare. DISCLOSURES This study was funded by Eli Lilly. Xie, Keshishian, and Baser are employees of STATinMED Research, a paid consultant to Eli Lilly in connection with the study design, data analysis, and development of the manuscript for this study. Boytsov, Burge, Lombard, and Zhang are employees and stock owners of Eli Lilly. At the time of research, Krohn was an employee of Eli Lilly. Study concept and design were contributed by Burge and Lombard, along with the other authors. Xie, Baser, and Keshishian took the lead in data collection, assisted by the other authors. Data interpretation was performed by Krohn and Zhang, with assistance from the other authors. The manuscript was written by Keshishian and Boytsov, along with the other authors, and revised by Boytsov, Keshishian, and Burge, along with the other authors.


Pharmacoepidemiology and Drug Safety | 2016

A Bayesian sensitivity analysis to evaluate the impact of unmeasured confounding with external data: a real world comparative effectiveness study in osteoporosis

Xiang Zhang; Douglas Faries; Natalie N. Boytsov; James D. Stamey; John W. Seaman

Observational studies are frequently used to assess the effectiveness of medical interventions in routine clinical practice. However, the use of observational data for comparative effectiveness is challenged by selection bias and the potential of unmeasured confounding. This is especially problematic for analyses using a health care administrative database, in which key clinical measures are often not available. This paper provides an approach to conducting a sensitivity analyses to investigate the impact of unmeasured confounding in observational studies.


American Journal of Medical Quality | 2017

Patient and Provider Characteristics Associated With Optimal Post-Fracture Osteoporosis Management

Natalie N. Boytsov; Albert G. Crawford; Leslie Ann Hazel-Fernandez; John McAna; Radhika Nair; Vishal Saundankar; Stefan Varga; Fan Emily Yang

Despite an estimated 2 million osteoporosis (OP)-related fractures annually, quality of care for post-fracture OP management remains low. This study aimed to identify patient and provider characteristics associated with achieving or not achieving optimal post-fracture OP management, as defined by the current HEDIS quality measure. The study included women 67 to 85 years of age, with ≥1 fracture, and continuous enrollment in a Humana insurance plan. The study identified a higher percentage of black women in the not achieved group (6.2% vs 5.4%; P < .0001) and Hispanic women in the achieved group (3.0% vs 1.3%; P < .0001). The not achieved group largely included patients residing in the South and urban and suburban areas. The majority of providers were primary care or OP-related specialty, and 66% did not achieve the 4-star OP rating. The study findings can guide development of predictive models to identify at-risk women to improve post-fracture OP management.


Current Medical Research and Opinion | 2016

Increased healthcare resource utilization in higher disease activity levels in initiators of TNF inhibitors among US rheumatoid arthritis patients

Natalie N. Boytsov; Leslie R. Harrold; Marc A. Mason; Cl Gaich; Xiang Zhang; Cynthia Larmore; Sabrina Rebello; Andre B. Araujo

Abstract Objective: Determine healthcare resource utilization (HCRU) in biologic-naïve initiators of TNF inhibitors (TNFis) associated with their disease activity from a national cohort of rheumatoid arthritis (RA) patients. Methods: RA patients were identified at their first TNFi initiation (index date) in the Corrona registry. Patients with age of RA onset <18, comorbid psoriasis/psoriatic arthritis, fibromyalgia, or osteoarthritis were excluded. Patients were categorized into disease activity (DA) strata by the lowest level of DA (and sustaining low levels for at least two visits) using the Clinical Disease Activity Index (CDAI) across all visits in Corrona while on a TNFi during 1 year after initiation. Rates of all-cause and RA-related hospitalizations, rheumatologist visits, and joint surgeries while on TNFi therapy were reported and compared across DA levels along with the incidence rate ratio (IRR) adjusted for age, gender, and RA duration using Poisson mixed models. Results: Of 1931 RA patients: 15% achieved sustained remission, 22% remission, 14% sustained low DA, 23% low DA and 27% moderate/high DA (M/HDA). Those in M/HDA had statistically higher rates of hospitalizations (37.3 per 100 patient years (py), 95% CI: 31.6–43.7 and joint surgeries (20.8 per 100 py, 95% CI: 16.6–25.8) compared to the sustained remission cohort, resulting in respective IRRs of 2.3 (p < 0.001) and 1.7 (p = 0.046). Conclusion: Many biologic naïve RA patients initiating TNFi failed to achieve sustained remission during a 1 year period while remaining on TNFi therapy. Patients in higher DA levels had higher HCRU rates vs. patients in sustained remission, suggesting that achieving treat-to-target goals would reduce health care expenses.


American Journal of Men's Health | 2015

Retrospective Analysis of Dose Titration and Serum Testosterone Level Assessments in Patients Treated With Topical Testosterone

David Muram; Anna Kaltenboeck; Natalie N. Boytsov; Eleanor Hayes-Larson; Jasmina I. Ivanova; Howard G. Birnbaum; Ralph Swindle

Patterns of care following topical testosterone agent (TTA) initiation are poorly understood. This study aimed to characterize care following TTA initiation and compare results between patients with and without a serum testosterone (T) assay within 30 days before and including TTA initiation. Adult men (N = 4,146) initiating TTAs from January 1, 2011, to March 31, 2012, were identified from a commercially insured database. Patients were included if they initiated at recommended starting dose (RSD) and had ≥12 and ≥6 months of continuous eligibility preinitiation (baseline) and postinitiation (study period), respectively. Patients were stratified by preinitiation T assay. Maintenance dose attainment month was determined using unadjusted generalized estimating equations regression to compare dose relative to RSD month by month. Outcomes included maintenance dose attainment month, time to stopping of index TTA refills or a claim for nonindex testosterone replacement therapy (TRT), and proportion of patients with study period T assay or diagnosis of hypogonadism (HG) or another low testosterone condition, and were compared using chi-square and Wilcoxon rank-sum tests for categorical and continuous variables, respectively. Maintenance dose was attained in Month 4 postinitiation, at 115.2% of RSD. Approximately 46% of patients had a preinitiation T assay; these men were more likely to receive a diagnosis of HG or another low testosterone condition, to have a follow-up T assay, to continue treatment by filling a nonindex TRT, and less likely to stop refilling treatment with their index TTA. Differences in care following TTA initiation suggest that preinitiation T assays (i.e., guideline-based care) may be helpful in ensuring treatment benefits.


Osteoporosis International | 2017

Examining the treatment gap and risk of subsequent fractures among females with a fragility fracture in the US Medicare population

A. Keshishian; Natalie N. Boytsov; Russel Burge; Kelly Krohn; L. Lombard; Xiang Zhang; L. Xie; O. Baser


Rheumatology and Therapy | 2018

Treatment Patterns of Newly Diagnosed Rheumatoid Arthritis Patients from a Commercially Insured Population

David M. Kern; Lawrence Chang; Kalyani Sonawane; Cynthia Larmore; Natalie N. Boytsov; Ralph Quimbo; Joseph Singer; John T. Hinton; Sze-jung Wu; Andre B. Araujo

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Cl Gaich

Eli Lilly and Company

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Leslie R. Harrold

University of Massachusetts Medical School

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Albert G. Crawford

Thomas Jefferson University

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John McAna

Thomas Jefferson University

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