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Dive into the research topics where Andrew G. Bushmakin is active.

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Featured researches published by Andrew G. Bushmakin.


The Journal of Rheumatology | 2009

Minimal Clinically Important Difference in the Fibromyalgia Impact Questionnaire

Robert M. Bennett; Andrew G. Bushmakin; Joseph C. Cappelleri; Gergana Zlateva; Alesia Sadosky

Objective. The Fibromyalgia Impact Questionnaire (FIQ) is a disease-specific composite instrument that measures the effect of problems experienced by patients with fibromyalgia (FM). Utilization of the FIQ in measuring changes due to interventions in FM requires derivation of a clinically meaningful change for that instrument. Analyses were conducted to estimate the minimal clinically important difference (MCID), and to propose FIQ severity categories. Methods. Data from 3 similarly designed, 3-month placebo-controlled, clinical treatment trials of pregabalin 300, 450, and 600 mg/day in patients with FM were modeled to estimate the change in the mean FIQ total and stiffness items corresponding to each category on the Patient Global Impression of Change. FIQ severity categories were modeled and determined using established pain severity cutpoints as an anchor. Results. A total of 2228 patients, mean age 49 years, 93% women, with a mean baseline FIQ total score of 62 were treated in the 3 studies. Estimated MCID on a given measure were similar across the studies. In a pooled analysis the estimated MCID (95% confidence interval) was 14% (13; 15) and for FIQ stiffness it was 13% (12; 14). In the severity analysis a FIQ total score from 0 to < 39 was found to represent a mild effect, ≥ 39 to < 59 a moderate effect, and ≥ 59 to 100 a severe effect. Conclusion. The analysis indicates that a 14% change in the FIQ total score is clinically relevant, and results of these analyses should enhance the clinical utility of the FIQ in research and practice.


The Journal of Sexual Medicine | 2008

The Erection Hardness Score and Its Relationship to Successful Sexual Intercourse

Irwin Goldstein; John P. Mulhall; Andrew G. Bushmakin; Joseph C. Cappelleri; Kyle Hvidsten; Tara Symonds

INTRODUCTION The Erection Hardness Score (EHS), recently validated, was developed in 1998 as a simple (one-item) method to quantify erection outcome data. Although it is intuitive that erection hardness and successful sexual intercourse (SSI) are related, the link has not been directly established. OBJECTIVE To evaluate the relationship between erection hardness (assessed by EHS) and SSI, establishing the EHS as a clinically useful tool. METHODS The data set (N = 307) was from a multinational, double-blind, placebo-controlled trial (with open-label extension) of sildenafil citrate in men with erectile dysfunction. MAIN OUTCOME MEASURES Event-based modeling used every intercourse attempt and the EHS to estimate the odds ratio of SSI between adjacent EHS categories. Mean-based modeling used mean EHS per patient to determine its relationship to percentage of SSI. Mediation-based modeling used mean EHS and mean percentage of SSI over the double-blind phase to estimate the direct effect of sildenafil treatment on SSI and the indirect effect of sildenafil treatment on SSI via erection hardness. RESULTS The odds of SSI for EHS 3 (hard enough for penetration but not completely hard) were 41.9 times (95% confidence interval [CI], 33.0-53.2; P < 0.0001) that for EHS 2 (hard but not hard enough for penetration), and the odds of SSI for EHS 4 (completely hard and fully rigid) were 23.7 times (95% CI, 19.5-28.9; P < 0.0001) that for EHS 3. The percentage of SSI increased approximately curvilinearly with the increase in mean EHS, from almost 60% at EHS 3 to 78.5% at EHS 3.5 and to 93.1% at EHS 4. The indirect effect of sildenafil treatment on SSI via erection hardness accounted for almost 90% of the total effect on SSI (P < 0.0001). CONCLUSION The close and direct relationship between erection hardness and SSI supports the broader use of the EHS-a simple, valid, reliable, and responsive measure-in clinical practice.


Current Medical Research and Opinion | 2005

Revealing the multidimensional framework of the Minnesota nicotine withdrawal scale.

Joseph C. Cappelleri; Andrew G. Bushmakin; Christine L. Baker; Elizabeth Merikle; Abayomi O. Olufade; David G. Gilbert

ABSTRACT Objectives: The version of the Minnesota Nicotine Withdrawal Scale (MNWS) under consideration consists of nine items. No psychometric analyses of this version have been published. The objectives of this investigation were to perform a factor analysis and to further assess the psychometric properties of the MNWS. Research design and methods: Data came from three Phase II clinical trials on varenicline, developed for smoking cessation, in a sample of smokers. Exploratory factor analysis was used to examine the structure of the MNWS in the first completed study ( n = 626) over various time periods. The postulated factor structure was then tested in a set of confirmatory analyses conducted on two subsequent studies ( n = 627, n = 312). The proposed structure was further evaluated through construct validity and reliability analyses. Main outcome measures: The nine items of the MNWS included the following: urge to smoke (craving); depressed mood; irritability, frustration, or anger; anxiety; difficulty concentrating; restlessness; increased appetite; difficulty going to sleep; and difficulty staying asleep. Each item was rated by a subject on an ordinal scale from 0 (not at all) to 4 (extreme). Results: Scree plots and rotated factor patterns from the exploratory factor analyses revealed two multi-item domains – Negative Affect with four items and Insomnia with two items – and three individual items (Craving, Restlessness, Increased Appetite). Confirmatory factor analyses supported the structure with fit indexes exceeding 0.90. The multidimensional framework of the MNWS correlated as expected with health status, depicted an expected course of withdrawal symptoms over time, predicted the sensitivity of withdrawal symptoms on subsequent cessation, and produced internal reliability estimates above 0.70. Conclusions: Evidence is obtained to support the validity and reliability of the multidimensional structure of the nine-item MNWS. The data suggest that the MNWS has individual constructs on Negative Affect (depressed mood; irritability, frustration, or anger; anxiety; difficulty concentrating), Insomnia (difficulty going to sleep; difficulty staying asleep), Craving, Restlessness, and Increased Appetite. As such, analyzing each construct separately would strengthen the analysis of the popular MNWS.


Sleep Medicine | 2009

Measurement properties of the Medical Outcomes Study Sleep Scale in patients with fibromyalgia

Joseph C. Cappelleri; Andrew G. Bushmakin; Anne M. McDermott; Ellen Dukes; Alesia Sadosky; Charles D. Petrie; Susan Martin

OBJECTIVE Sleep problems are a common symptom of fibromyalgia (FM). The objective of this study was to evaluate the Medical Outcomes Study (MOS) Sleep Scale as a measure of FM-related sleep problems. METHODS Analyses were based on data from the 1056 and 1077 studies, two randomized, double-blind, placebo-controlled trials of pregabalin for adults with FM. MOS Sleep Scale scores of study patients were compared with United States normative scores using a one-sample Z test. Subscale structure of the MOS was evaluated by confirmatory factor analyses, internal consistency was evaluated using Cronbachs alpha reliability coefficients. Estimated clinically important differences (CID) in MOS Sleep Disturbance subscale scores were evaluated using mixed-effects models of change in subscale scores as a function of the Patient Global Impression of Change (PGIC). RESULTS 1056 and 1077 included 748 and 745 patients, respectively. Most patients were female (1056: 94.4%, 1077: 94.5%) and white (1056: 90.2%, 1077: 91.0%). Mean ages were 48.8 years (1056) and 50.1 years (1077). Baseline MOS Sleep Scale scores were statistically (P<0.001) and substantially poorer than general population values. The MOS subscale structure was confirmed in both studies at each assessment except at baseline in the 1056 study. Cronbachs alpha coefficients were acceptable, at least 0.70, for all multi-item scales at baseline and end-of-study assessments in both studies, with the exception of the Sleep Adequacy subscale at baseline. The estimated CID for the MOS Sleep Disturbance subscale was 7.9. CONCLUSIONS The MOS Sleep Scale is an appropriate measure of FM-related sleep problems. These analyses provide the foundation for further use and evaluation of the MOS Sleep Scale in FM patients.


British Journal of Cancer | 2010

Health-related quality of life in patients with metastatic renal cell carcinoma treated with sunitinib vs interferon- α in a phase III trial: final results and geographical analysis

David Cella; M. D. Michaelson; Andrew G. Bushmakin; Joseph C. Cappelleri; Claudie Charbonneau; Sinil Kim; J Z Li; Robert J. Motzer

Background:In a randomised phase III trial, sunitinib significantly improved efficacy over interferon-α (IFN-α) as first-line therapy for metastatic renal cell carcinoma (mRCC). We report the final health-related quality of life (HRQoL) results.Methods:Patients (n=750) received oral sunitinib 50 mg per day in 6-week cycles (4 weeks on, 2 weeks off treatment) or subcutaneous IFN-α 9 million units three times weekly. Health-related quality of life was assessed with nine end points: the Functional Assessment of Cancer Therapy–General and its four subscales, FACT–Kidney Symptom Index (FKSI-15) and its Disease-Related Symptoms subscale (FKSI-DRS), and EQ-5D questionnaires EQ-5D Index and visual analogue scale. Data were analysed using mixed-effects model (MM), supplemented with pattern-mixture models (PMM), for the total sample and the US and European Union (EU) subgroups.Results:Patients receiving sunitinib reported better scores in the primary end point, FKSI-DRS, across all patient populations (P<0.05), and in nine, five, and six end points in the total sample, in the US and EU groups respectively (P<0.05). There were no significant differences between the US and EU groups for all end points with the exception of the FKSI item ‘I am bothered by side effects of treatment’ (P=0.02). In general, MM and PMM results were similar.Conclusion:Patients treated with sunitinib in this study had improved HRQoL, compared with patients treated with IFN-α. Treatment differences within the US cohort did not differ from those within the EU cohort.


BMC Gastroenterology | 2015

Randomized trial of tofacitinib in active ulcerative colitis: analysis of efficacy based on patient-reported outcomes.

Julián Panés; Chinyu Su; Andrew G. Bushmakin; Joseph C. Cappelleri; Carla Mamolo; Paul J. Healey

BackgroundTofacitinib, a novel, oral Janus kinase inhibitor, demonstrated a dose-dependent efficacy for induction of clinical response and remission in patients with active ulcerative colitis (UC). The objective of the current study was to determine the effect of tofacitinib on patient-reported outcomes (PROs).MethodsEligible patients (≥18 years of age) with a diagnosis of active UC (total Mayo score of 6-12 points and moderately-to-severely active disease on sigmoidoscopy) were randomized in a 2:2:2:3:3 ratio to receive oral tofacitinib 0.5 mg, 3 mg, 10 mg, or 15 mg, or placebo twice daily (BID) for 8 weeks. PROs were assessed by the Inflammatory Bowel Disease Questionnaire (IBDQ) and the Inflammatory Bowel Disease Patient-Reported Treatment Impact (IBD PRTI) survey.ResultsAt Week 8, mean IBDQ total scores had improved relative to baseline across all five treatment groups (baseline range 123.2-134.5; Week 8 range 149.6-175.4). Improvement from baseline was significantly greater (P = 0.001) for tofacitinib 15 mg BID versus placebo. For tofacitinib 15 mg BID, most patients reported satisfaction or extreme satisfaction, definite preference for tofacitinib, and definite willingness to use tofacitinib again on the IBD PRTI at week 8. Patients achieving endoscopic remission (Mayo endoscopy score of 0) had significantly higher IBDQ scores and favorable PRTI scores than those not achieving endoscopic remission.ConclusionsShort-term treatment with tofacitinib BID was associated with dose-dependent improvement in health-related quality of life and patient preferences for tofacitinib. The results complement previously reported efficacy and safety data for the Phase II study. (NCT 00787202, November 6, 2008).


The Journal of Sexual Medicine | 2009

Scoring Correspondence in Outcomes Related to Erectile Dysfunction Treatment on a 4-Point Scale (SCORE-4)

Joseph C. Cappelleri; Andrew G. Bushmakin; Tara Symonds; Gabriel Schnetzler

INTRODUCTION The Erection Hardness Score (EHS), a validated single-item patient-reported outcome (PRO), may provide a simple method to capture erectile dysfunction (ED) symptoms and to monitor treatment outcome. AIM To map the relationship between the EHS, which was used as the anchor, and other validated PROs: International Index of Erectile Function (IIEF), Quality of Erection Questionnaire (QEQ), Sexual Experience Questionnaire (SEX-Q), and Self-Esteem and Relationship questionnaire (SEAR). Methods. Data were from a trial of flexible-dose sildenafil (50 or 100 mg) in 209 men with ED. MAIN OUTCOME MEASURES A mixed-effects repeated-measures model with EHS as a categorical explanatory variable and each of the other PROs, as a separate dependent variable, was applied to analyze the longitudinal data from randomization to the end of the 10-week, double-blind, placebo-controlled phase and the 6-week open-label phase. EHS data, which were generated at each sexual encounter (event), were averaged per patient over the same recall period that preceded administration of the other PRO questionnaires. RESULTS Scores on all domains of the IIEF and SEX-Q, as well as the SEAR total score and SEAR Sexual Relationship domain, discriminated on all EHS categories. The QEQ total score discriminated on all EHS categories except EHS 1 and EHS 2. Although the model did not impose any functional relationship between PRO score and EHS, an approximately linear relationship existed between the EHS and all other PROs, which was especially pronounced for those PROs that were more directly related to erectile quality or function. CONCLUSIONS The relationship between discrete EHS categories and PRO scores demonstrates the close correspondence of erectile hardness with erectile function (IIEF), erection quality (QEQ), overall sexual experience (SEX-Q), and ED-related psychosocial factors (SEAR) in men with ED.


Menopause | 2013

Impact of the severity of vasomotor symptoms on health status, resource use, and productivity.

Jan-Samuel Wagner; Andrew G. Bushmakin; Lewis Kopenhafer; Marco DiBonaventura; Jill Racketa

ObjectiveThe current study characterizes health-related quality of life, work productivity, and resource use among postmenopausal women by severity of vasomotor symptoms (VMS). MethodsParticipants were selected from the 2010 US National Health and Wellness Survey. Women aged 40 to 75 years who did not report a history of menstrual bleeding or spotting for 1 year were eligible for analysis (N = 3,267). Cohorts of women with no VMS (n = 1,740), mild VMS (n = 931), moderate VMS (n = 462), and severe VMS (n = 134) were compared after controlling for demographic and health characteristics. Outcome measures were assessed using linear models and included health status, work productivity within the past 7 days, and healthcare resource use within the past 6 months. ResultsThe mean age of women experiencing severe VMS was 57.92 years. After demographic and health characteristics had been controlled for, women experiencing severe and moderate VMS reported significantly lower mean health status scores compared with women with no symptoms (P < 0.0001). The mean number of menopause symptom–related physician visits was significantly greater among women with severe, moderate, or mild symptoms than among women with no symptoms (P < 0.0001). Among employed women experiencing VMS, women with severe and moderate symptoms had adjusted presenteeism of 24.28% and 14.3%, versus 4.33% in women with mild symptoms (P < 0.001), and activities of daily living impairment of 31.66% and 17.06%, versus 6.16% in women with mild symptoms (P < 0.0001). ConclusionsIn postmenopausal women, a greater severity of VMS is significantly associated with lower levels of health status and work productivity, and greater healthcare resource use.


Statistical Methods in Medical Research | 2014

Interpretation of patient-reported outcomes

Joseph C. Cappelleri; Andrew G. Bushmakin

A patient-reported outcome is any report on the status of a patient’s health condition that comes directly from the patient. Clear and meaningful interpretation of patient-reported outcome scores are fundamental to their use as they can be valuable in designing studies, evaluating interventions, educating consumers, and informing health policy makers involved with regulatory, reimbursement, and advisory agencies. Interpretation of patient-reported outcome scores, however, is often not well understood because of insufficient data or lack of experience or clinical understanding to draw from. This article provides an update review on two broad approaches – anchor-based and distributed-based – aimed at enhancing the understanding and meaning of patient-reported outcome scores. Anchor-based approaches include percentages based on thresholds, criterion-group interpretation, content-based interpretation, and clinical important difference. Distributed-based approaches include effect size, probability of relative benefit, and responder analysis and cumulative proportions. A third strategy called mediation analysis, which can elucidate a health condition measured by a patient-reported outcome in the context of an intervention’s mechanism of action, is also highlighted and illustrated. Mediation analysis in the context of interpretation of patient-reported outcome scores is a relatively new development. The logic and rationale of the three methods are expressed generally. While the three approaches themselves are not new, some applications of them taken from their examples published in the past few years are original and coalesced in this article to add real-life implications of the different methodologies in one integrated report.


The Journal of Sexual Medicine | 2008

Evaluating the Sexual Experience in Men: Validation of the Sexual Experience Questionnaire

John P. Mulhall; Rosie King; Michael Kirby; Kyle Hvidsten; Tara Symonds; Andrew G. Bushmakin; Joseph C. Cappelleri

INTRODUCTION The absence of a single brief measure that assesses function and health-related quality of life (HRQoL) hinders evaluation of the sexual experience in men with erectile dysfunction (ED). AIM To psychometrically analyze the Sexual Experience Questionnaire (SEX-Q). METHODS Two data sets were studied. A randomized, double-blind, placebo-controlled trial of flexible-dose sildenafil for ED treatment provided the final clinical trial data set (213 men enrolled, 4 of whom did not receive treatment) and the interim clinical trial data set (190 men screened and 165 men enrolled). The survey data set consisted of 902 respondents to a U.S. community health survey, of whom two-thirds had ED and one-third did not. MAIN OUTCOME MEASURES Quality and distribution of responses, comparative fit, item-level discriminant testing, internal consistency (Cronbach alpha), test-retest reliability (intraclass correlation coefficient), known-groups validity (vs. International Index of Erectile Function [IIEF] ED severity groups), convergent validity (Pearson correlation coefficients with scores on the IIEF, Self-Esteem and Relationship [SEAR] questionnaire, and Quality of Erection Questionnaire [QEQ]), responsiveness, and clinically important difference (CID). RESULTS The original 15 items were reduced to 12 items in three domains (erection, individual satisfaction, and couple satisfaction), which demonstrated good quality responses for all items; a strong factor structure; excellent internal consistency; good test-retest reliability; clear known-groups validity across the severity groups; moderate to strong convergent validity against the IIEF, SEAR, and QEQ; and high treatment responsiveness. The estimated CID ranged from 16.0 to 22.3 across domains. CONCLUSIONS The SEX-Q is the first questionnaire to solely and exclusively combine functional and HRQoL concepts (erection, individual satisfaction, and couple satisfaction domains) in a brief questionnaire, which allows a more focused and less burdensome evaluation of the sexual experience, making it a potentially useful measure for clinical trial research.

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Robert J. Motzer

Memorial Sloan Kettering Cancer Center

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JoAnn V. Pinkerton

University of Virginia Health System

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