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Miller WL, Walter WD. Spatial heterogeneity of prion gene polymorphisms in an area recently infected by chronic wasting disease. Prion 2019; 13:65-76. [PMID: 30777498 PMCID: PMC7000142 DOI: 10.1080/19336896.2019.1583042] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
Genetic variability in the prion protein (Prnp) gene influences host susceptibility to many pathogenic prion diseases. Understanding the distribution of susceptible Prnp variants and determining factors influencing spatial genetic patterns are important components of many chronic wasting disease mitigation strategies. Here, we describe Prnp variability in white-tailed deer (Odocoileus virginianus) from the Mid-Atlantic region of the United States of America, an area with a recent history of infection and low disease incidence. This population is characterized by lower rates of polymorphism and significantly higher frequencies of the more susceptible 96GG genotype compared to previously surveyed populations. The prevalence of the most susceptible genotypes at disease-associated loci did vary among subregions, indicating that populations have innate differences in genotype-dictated susceptibility.
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Miller WL, Edson J, Pietrandrea P, Miller-Butterworth C, Walter WD. Identification and evaluation of a core microsatellite panel for use in white-tailed deer (Odocoileus virginianus). BMC Genet 2019; 20:49. [PMID: 31170908 PMCID: PMC6554959 DOI: 10.1186/s12863-019-0750-z] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2018] [Accepted: 05/20/2019] [Indexed: 11/30/2022] Open
Abstract
Background Microsatellite loci have been used extensively over the past two decades to study the genetic characteristics of non-model species. The ease of microsatellite development and ability to adapt markers from related species has led to the proliferation of available markers for many commonly studied species. Because it is often infeasible to genotype individuals across all available loci, researchers generally rely on subsets of markers. Marker choice can bias inferences made using disparate suites of loci. This has been a primary motivation for efforts to identify uniform marker panels. Here, we use the geographic distribution of previous studies to identify microsatellite loci for white-tailed deer (Odocoileus virginianus) with the potential for widespread use, and we evaluate the effectiveness of this panel in a portion of the range where few previous studies have been conducted. The purpose was to consolidate the numerous genetic resources for this species into a manageable panel and to provide a uniform methodology that improves comparisons between past and future studies. Results We reviewed microsatellite panels from 58 previous or ongoing projects and identified 106 candidate loci. We developed a multiplex protocol and evaluated the efficacy of 17 of the most commonly used loci using 720 DNA samples collected from the Mid-Atlantic region of the United States of America. Amplification errors were detected in six of these loci. The 11 remaining loci were highly polymorphic, exhibited low frequencies of null alleles, and were easy to interpret with the aid of allele binning software. Conclusions The development of broadly-applicable, core microsatellite panels has the potential to improve repeatability and comparative ability for commonly studied species. The properties of the consolidated 11 microsatellite panel suggest that they are applicable for many common research objectives for white-tailed deer. The geographic distribution of previous studies using these markers provides a greater degree of confidence regarding the robustness to common sources of error related to amplification anomalies, such as null alleles, relative to loci with more limited use. While this does not replace further evaluation of genotyping errors, it does provide a common platform that benefits future research studies. Electronic supplementary material The online version of this article (10.1186/s12863-019-0750-z) contains supplementary material, which is available to authorized users.
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Miller WL, Rubinstein EB, Howard J, Crabtree BF. Shifting Implementation Science Theory to Empower Primary Care Practices. Ann Fam Med 2019; 17:250-256. [PMID: 31085529 PMCID: PMC6827625 DOI: 10.1370/afm.2353] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/30/2018] [Revised: 11/12/2018] [Accepted: 12/18/2018] [Indexed: 11/09/2022] Open
Abstract
Observers of the past 10 to 15 years have witnessed the simultaneous growth of dramatic changes in the practice of primary care and the emergence of a new field of dissemination and implementation science (D&I). Most current implementation science research in primary care assumes practices are not meeting externally derived standards and need external support to meet these demands. After a decade of initiatives, many stakeholders now question the return on their investments. Overall improvements in quality metrics, utilization cost savings, and patient experience have been less than anticipated. While recently conducting a research project in primary care practices, we unexpectedly discovered 3 practices that profoundly shifted our thinking about the sources and directionality of practice change and the underlying assumptions of D&I. Inspired by these practices-along with systems thinking, complexity theory, action research, and the collaborative approaches of community-based participatory research-we propose a reimagining of D&I theory to empower practices. We shift the emphasis regarding the source and direction of change from outside-in to inside-out Such a shift has the potential to open a new frontier in the science of dissemination and implementation and inform better health policy.
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Ono SS, Crabtree BF, Hemler JR, Balasubramanian BA, Edwards ST, Green LA, Kaufman A, Solberg LI, Miller WL, Woodson TT, Sweeney SM, Cohen DJ. Taking Innovation To Scale In Primary Care Practices: The Functions Of Health Care Extension. Health Aff (Millwood) 2019; 37:222-230. [PMID: 29401016 DOI: 10.1377/hlthaff.2017.1100] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Health care extension is an approach to providing external support to primary care practices with the aim of diffusing innovation. EvidenceNOW was launched to rapidly disseminate and implement evidence-based guidelines for cardiovascular preventive care in the primary care setting. Seven regional grantee cooperatives provided the foundational elements of health care extension-technological and quality improvement support, practice capacity building, and linking with community resources-to more than two hundred primary care practices in each region. This article describes how the cooperatives varied in their approaches to extension and provides early empirical evidence that health care extension is a feasible and potentially useful approach for providing quality improvement support to primary care practices. With investment, health care extension may be an effective platform for federal and state quality improvement efforts to create economies of scale and provide practices with more robust and coordinated support services.
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Edwards ST, Marino M, Balasubramanian BA, Solberg LI, Valenzuela S, Springer R, Stange KC, Miller WL, Kottke TE, Perry CK, Ono S, Cohen DJ. Burnout Among Physicians, Advanced Practice Clinicians and Staff in Smaller Primary Care Practices. J Gen Intern Med 2018; 33:2138-2146. [PMID: 30276654 PMCID: PMC6258608 DOI: 10.1007/s11606-018-4679-0] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2018] [Revised: 07/06/2018] [Accepted: 08/29/2018] [Indexed: 10/28/2022]
Abstract
BACKGROUND Burnout among primary care physicians, advanced practice clinicians (nurse practitioners and physician assistants [APCs]), and staff is common and associated with negative consequences for patient care, but the association of burnout with characteristics of primary care practices is unknown. OBJECTIVE To examine the association between physician-, APC- and staff-reported burnout and specific structural, organizational, and contextual characteristics of smaller primary care practices. DESIGN Cross-sectional analysis of survey data collected from 9/22/2015-6/19/2017. SETTING Sample of smaller primary care practices in the USA participating in a national initiative focused on improving the delivery of cardiovascular preventive services. PARTICIPANTS 10,284 physicians, APCs and staff from 1380 primary care practices. MAIN MEASURE Burnout was assessed with a validated single-item measure. KEY RESULTS Burnout was reported by 20.4% of respondents overall. In a multivariable analysis, burnout was slightly more common among physicians and APCs (physician vs. non-clinical staff, adjusted odds ratio [aOR] = 1.26; 95% confidence interval [CI], 1.05-1.49, APC vs. non-clinical staff, aOR = 1.34, 95% CI, 1.10-1.62). Other multivariable correlates of burnout included non-solo practice (2-5 physician/APCs vs. solo practice, aOR = 1.71; 95% CI, 1.35-2.16), health system affiliation (vs. physician/APC-owned practice, aOR = 1.42; 95%CI, 1.16-1.73), and Federally Qualified Health Center status (vs. physician/APC-owned practice, aOR = 1.36; 95%CI, 1.03-1.78). Neither the proportion of patients on Medicare or Medicaid, nor practice-level patient volume (patient visits per physician/APC per day) were significantly associated with burnout. In analyses stratified by professional category, practice size was not associated with burnout for APCs, and participation in an accountable care organization was associated with burnout for clinical and non-clinical staff. CONCLUSIONS Burnout is prevalent among physicians, APCs, and staff in smaller primary care practices. Members of solo practices less commonly report burnout, while members of health system-owned practices and Federally Qualified Health Centers more commonly report burnout, suggesting that practice level autonomy may be a critical determinant of burnout.
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Tsui J, Howard J, Miller WL, O'Malley DM, Hudson SV, Rubinstein E, Bator A, Crabtree BF. Opportunities for improving cancer care management through primary care-oncology relationships. J Clin Oncol 2018. [DOI: 10.1200/jco.2018.36.30_suppl.80] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
80 Background: Improvements in the management of care transitions between primary care and oncology are critical for achieving optimal care quality and outcomes for cancer patients and survivors. We examine relationships between innovative PC practices and oncologists to inform and strengthen PC-oncology interfaces in diverse healthcare settings. Methods: Comparative case studies of 14 innovative PC practices throughout the United States examined strategies for providing cancer survivorship care. Field researchers observed each practice for 10-12 days, recording fieldnotes and conducting key informant and formal, semi-structured interviews with clinicians and staff. We extracted all data related to PC-oncology relationships and then collaboratively identified patterns to characterize these relationships through an inductive “immersion/crystallization” analysis process. Results: Nine of the 14 practices discussed either formal or informal PC-oncology relationships. Nearly all practices with existing formal PC-oncology relationships were embedded within healthcare systems. Private, independent practices had more informal relationships between individual PC physicians and specific oncologists. Practices with formal relationships noted ease of communication and transfer of patient information, timeliness in patient referrals, and direct access to oncologists; while practices with informal relationships noted the benefits of having close engagement with specific oncologists. Regardless of relationship type, remaining challenges include lack of clarity about roles during cancer treatment and beyond. Conclusions: With the rapid transformation of U.S. healthcare towards system ownership of primary care practices, efforts are needed to integrate the strengths of both formal and informal PC-oncology relationships to improve care for cancer patients and survivors.
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White SL, Miller WL, Dowell SA, Bartron ML, Wagner T. Limited hatchery introgression into wild brook trout ( Salvelinus fontinalis) populations despite reoccurring stocking. Evol Appl 2018; 11:1567-1581. [PMID: 30344628 PMCID: PMC6183464 DOI: 10.1111/eva.12646] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2017] [Revised: 05/04/2018] [Accepted: 05/07/2018] [Indexed: 01/17/2023] Open
Abstract
Due to increased anthropogenic pressures on many fish populations, supplementing wild populations with captive-raised individuals has become an increasingly common management practice. Stocking programs can be controversial due to uncertainty about the long-term fitness effects of genetic introgression on wild populations. In particular, introgression between hatchery and wild individuals can cause declines in wild population fitness, resiliency, and adaptive potential and contribute to local population extirpation. However, low survival and fitness of captive-raised individuals can minimize the long-term genetic consequences of stocking in wild populations, and to date the prevalence of introgression in actively stocked ecosystems has not been rigorously evaluated. We quantified the extent of introgression in 30 populations of wild brook trout (Salvelinus fontinalis) in a Pennsylvania watershed and examined the correlation between introgression and 11 environmental covariates. Genetic assignment tests were used to determine the origin (wild vs. captive-raised) for 1,742 wild-caught and 300 hatchery brook trout. To avoid assignment biases, individuals were assigned to two simulated populations that represented the average allele frequencies in wild and hatchery groups. Fish with intermediate probabilities of wild ancestry were classified as introgressed, with threshold values determined through simulation. Even with reoccurring stocking at most sites, over 93% of wild-caught individuals probabilistically assigned to wild origin, and only 5.6% of wild-caught fish assigned to introgressed. Models examining environmental drivers of introgression explained <3% of the among-population variability, and all estimated effects were highly uncertain. This was not surprising given overall low introgression observed in this study. Our results suggest that introgression of hatchery-derived genotypes can occur at low rates, even in actively stocked ecosystems and across a range of habitats. However, a cautious approach to stocking may still be warranted, as the potential effects of stocking on wild population fitness and the mechanisms limiting introgression are not known.
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Solberg LI, Miller WL. The new hypertension guideline: logical but unwise. Fam Pract 2018; 35:528-530. [PMID: 29659805 DOI: 10.1093/fampra/cmy026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
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Benfari G, Antoine C, Miller WL, Thapa P, Michelena HI, Nkomo VT, Enriquez-Sarano M. P892Functional tricuspid regurgitation in reduced ejection fraction heart failure: prevalence, determinants, and independent prognostic impact. Eur Heart J 2018. [DOI: 10.1093/eurheartj/ehy564.p892] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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Russell GM, Miller WL, Gunn JM, Levesque JF, Harris MF, Hogg WE, Scott CM, Advocat JR, Halma L, Chase SM, Crabtree BF. Contextual levers for team-based primary care: lessons from reform interventions in five jurisdictions in three countries. Fam Pract 2018; 35:276-284. [PMID: 29069376 PMCID: PMC5965082 DOI: 10.1093/fampra/cmx095] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Most Western nations have sought primary care (PC) reform due to the rising costs of health care and the need to manage long-term health conditions. A common reform-the introduction of inter-professional teams into traditional PC settings-has been difficult to implement despite financial investment and enthusiasm. OBJECTIVE To synthesize findings across five jurisdictions in three countries to identify common contextual factors influencing the successful implementation of teamwork within PC practices. METHODS An international consortium of researchers met via teleconference and regular face-to-face meetings using a Collaborative Reflexive Deliberative Approach to re-analyse and synthesize their published and unpublished data and their own work experience. Studies were evaluated through reflection and facilitated discussion to identify factors associated with successful teamwork implementation. Matrices were used to summarize interpretations from the studies. RESULTS Seven common levers influence a jurisdiction's ability to implement PC teams. Team-based PC was promoted when funding extended beyond fee-for-service, where care delivery did not require direct physician involvement and where governance was inclusive of non-physician disciplines. Other external drivers included: the health professional organizations' attitude towards team-oriented PC, the degree of external accountability required of practices, and the extent of their links with the community and medical neighbourhood. Programs involving outreach facilitation, leadership training and financial support for team activities had some effect. CONCLUSION The combination of physician dominance and physician aligned fee-for-service payment structures provide a profound barrier to implement team-oriented PC. Policy makers should carefully consider the influence of these and our other identified drivers when implementing team-oriented PC.
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Crabtree BF, Miller WL, Gunn JM, Hogg WE, Scott CM, Levesque JF, Harris MF, Chase SM, Advocat JR, Halma LM, Russell GM. Uncovering the wisdom hidden between the lines: the Collaborative Reflexive Deliberative Approach. Fam Pract 2018; 35:266-275. [PMID: 29069335 PMCID: PMC5965090 DOI: 10.1093/fampra/cmx091] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND Meta-analysis and meta-synthesis have been developed to synthesize results across published studies; however, they are still largely grounded in what is already published, missing the tacit 'between the lines' knowledge generated during many research projects that are not intrinsic to the main objectives of studies. OBJECTIVE To develop a novel approach to expand and deepen meta-syntheses using researchers' experience, tacit knowledge and relevant unpublished materials. METHODS We established new collaborations among primary health care researchers from different contexts based on common interests in reforming primary care service delivery and a diversity of perspectives. Over 2 years, the team met face-to-face and via tele- and video-conferences to employ the Collaborative Reflexive Deliberative Approach (CRDA) to discuss and reflect on published and unpublished results from participants' studies to identify new patterns and insights. RESULTS CRDA focuses on uncovering critical insights, interpretations hidden within multiple research contexts. For the process to work, careful attention must be paid to ensure sufficient diversity among participants while also having people who are able to collaborate effectively. Ensuring there are enough studies for contextual variation also matters. It is necessary to balance rigorous facilitation techniques with the creation of safe space for diverse contributions. CONCLUSIONS The CRDA requires large commitments of investigator time, the expense of convening facilitated retreats, considerable coordination, and strong leadership. The process creates an environment where interactions among diverse participants can illuminate hidden information within the contexts of studies, effectively enhancing theory development and generating new research questions and strategies.
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Balasubramanian BA, Marino M, Cohen DJ, Ward RL, Preston A, Springer RJ, Lindner SR, Edwards S, McConnell KJ, Crabtree BF, Miller WL, Stange KC, Solberg LI. Use of Quality Improvement Strategies Among Small to Medium-Size US Primary Care Practices. Ann Fam Med 2018; 16:S35-S43. [PMID: 29632224 PMCID: PMC5891312 DOI: 10.1370/afm.2172] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/15/2017] [Revised: 11/07/2017] [Accepted: 11/15/2017] [Indexed: 11/09/2022] Open
Abstract
PURPOSE Improving primary care quality is a national priority, but little is known about the extent to which small to medium-size practices use quality improvement (QI) strategies to improve care. We examined variations in use of QI strategies among 1,181 small to medium-size primary care practices engaged in a national initiative spanning 12 US states to improve quality of care for heart health and assessed factors associated with those variations. METHODS In this cross-sectional study, practice characteristics were assessed by surveying practice leaders. Practice use of QI strategies was measured by the validated Change Process Capability Questionnaire (CPCQ) Strategies Scale (scores range from -28 to 28, with higher scores indicating more use of QI strategies). Multivariable linear regression was used to examine the association between practice characteristics and the CPCQ strategies score. RESULTS The mean CPCQ strategies score was 9.1 (SD = 12.2). Practices that participated in accountable care organizations and those that had someone in the practice to configure clinical quality reports from electronic health records (EHRs), had produced quality reports, or had discussed clinical quality data during meetings had higher CPCQ strategies scores. Health system-owned practices and those experiencing major disruptive changes, such as implementing a new EHR system or clinician turnover, had lower CPCQ strategies scores. CONCLUSION There is substantial variation in the use of QI strategies among small to medium-size primary care practices across 12 US states. Findings suggest that practices may need external support to strengthen their ability to do QI and to be prepared for new payment and delivery models.
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Rubinstein EB, Miller WL, Hudson SV, Howard J, O'Malley D, Tsui J, Lee HS, Bator A, Crabtree BF. Cancer Survivorship Care in Advanced Primary Care Practices: A Qualitative Study of Challenges and Opportunities. JAMA Intern Med 2017; 177:1726-1732. [PMID: 28973067 PMCID: PMC5820731 DOI: 10.1001/jamainternmed.2017.4747] [Citation(s) in RCA: 76] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
IMPORTANCE Despite a decade of effort by national stakeholders to bring cancer survivorship to the forefront of primary care, there is little evidence to suggest that primary care has begun to integrate comprehensive services to manage the care of long-term cancer survivors. OBJECTIVE To explain why primary care has not begun to integrate comprehensive cancer survivorship services. DESIGN, SETTING, AND PARTICIPANTS Comparative case study of 12 advanced primary care practices in the United States recruited from March 2015 to February 2017. Practices were selected from a national registry of 151 workforce innovators compiled for the Robert Wood Johnson Foundation. Practices were recruited to include diversity in policy context and organizational structure. Researchers conducted 10 to 12 days of ethnographic data collection in each practice, including interviews with practice personnel and patient pathways with cancer survivors. Fieldnotes, transcripts, and practice documents were analyzed within and across cases to identify salient themes. MAIN OUTCOMES AND MEASURES Description of cancer survivorship care delivery in advanced patient-centered medical homes, including identification of barriers and promotional factors related to that care. RESULTS The 12 practices came from multiple states and policy contexts and had a mix of clinicians trained in family or internal medicine. All but 3 were recognized as National Committee on Quality Assurance level 3 patient-centered medical homes. None of the practices provided any type of comprehensive cancer survivorship services. Three interdependent explanatory factors emerged: the absence of a recognized, distinct clinical category of survivorship in primary care; a lack of actionable information to treat this patient population; and current information systems unable to support survivorship care. CONCLUSIONS AND RELEVANCE To increase the potential for primary care transformation efforts to integrate survivorship services into routine care, survivorship must become a recognized clinical category with actionable care plans supported by a functional information system infrastructure.
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Miller WL, Walter WD. CWDPRNP: a tool for cervid prion sequence analysis in program R. Bioinformatics 2017; 33:3096-3097. [PMID: 28549074 DOI: 10.1093/bioinformatics/btx333] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2017] [Accepted: 05/25/2017] [Indexed: 11/13/2022] Open
Abstract
Summary Chronic wasting disease is a fatal, neurological disease caused by an infectious prion protein, which affects economically and ecologically important members of the family Cervidae. Single nucleotide polymorphisms within the prion protein gene have been linked to differential susceptibility to the disease in many species. Wildlife managers are seeking to determine the frequencies of disease-associated alleles and genotypes and delineate spatial genetic patterns. The CWDPRNP package, implemented in program R, provides a unified framework for analyzing prion protein gene variability and spatial structure. Availability and implementation The CWDPRNP package, manual and example data files are available at http://ecosystems.psu.edu/research/labs/walter-lab/additional-labs/population-genetics-lab. This package is available for all commonly used platforms. Contact wlm159psu@gmail.com.
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Stenner SP, Chakravarthy R, Johnson KB, Miller WL, Olson J, Wickizer M, Johnson NN, Ohmer R, Uskavitch DR, Bernard GR, Neal EB, Lehmann CU. ePrescribing: Reducing Costs through In-Class Therapeutic Interchange. Appl Clin Inform 2016; 7:1168-1181. [PMID: 27966005 DOI: 10.4338/aci-2016-09-ra-0160] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2016] [Accepted: 10/27/2016] [Indexed: 11/23/2022] Open
Abstract
INTRODUCTION Spending on pharmaceuticals in the US reached $373.9 billion in 2014. Therapeutic interchange offers potential medication cost savings by replacing a prescribed drug for an equally efficacious therapeutic alternative. METHODS Hard-stop therapeutic interchange recommendation alerts were developed for four medication classes (HMG-CoA reductase inhibitors, serotonin receptor agonists, intranasal steroid sprays, and proton-pump inhibitors) in an electronic prescription-writing tool for outpatient prescriptions. Using prescription data from January 2012 to June 2015, the Compliance Ratio (CR) was calculated by dividing the number of prescriptions with recommended therapeutic interchange medications by the number of prescriptions with non-recommended medications to measure effectiveness. To explore potential cost savings, prescription data and medication costs were analyzed for the 45,000 Vanderbilt Employee Health Plan members. RESULTS For all medication classes, significant improvements were demonstrated - the CR improved (proton-pump inhibitors 2.8 to 5.32, nasal steroids 2.44 to 8.16, statins 2.06 to 5.51, and serotonin receptor agonists 0.8 to 1.52). Quarterly savings through the four therapeutic interchange interventions combined exceeded $200,000 with an estimated annual savings for the health plan of $800,000, or more than $17 per member. CONCLUSION A therapeutic interchange clinical decision support tool at the point of prescribing resulted in increased compliance with recommendations for outpatient prescriptions while producing substantial cost savings to the Vanderbilt Employee Health Plan - $17.77 per member per year. Therapeutic interchange rules require rational targeting, appropriate governance, and vigilant content updates.
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Lanham HJ, Palmer RF, Leykum LK, McDaniel RR, Nutting PA, Stange KC, Crabtree BF, Miller WL, Jaén CR. Trust and Reflection in Primary Care Practice Redesign. Health Serv Res 2016; 51:1489-514. [PMID: 26611650 PMCID: PMC4946034 DOI: 10.1111/1475-6773.12415] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023] Open
Abstract
OBJECTIVE To test a conceptual model of relationships, reflection, sensemaking, and learning in primary care practices transitioning to patient-centered medical homes (PCMH). DATA SOURCES/STUDY SETTING Primary data were collected as part of the American Academy of Family Physicians' National Demonstration Project of the PCMH. STUDY DESIGN We conducted a cross-sectional survey of clinicians and staff from 36 family medicine practices across the United States. Surveys measured seven characteristics of practice relationships (trust, diversity, mindfulness, heedful interrelation, respectful interaction, social/task relatedness, and rich and lean communication) and three organizational attributes (reflection, sensemaking, and learning) of practices. DATA COLLECTION/EXTRACTION METHODS We surveyed 396 clinicians and practice staff. We performed a multigroup path analysis of the data. Parameter estimates were calculated using a Bayesian estimation method. PRINCIPAL FINDINGS Trust and reflection were important in explaining the characteristics of practice relationships and their associations with sensemaking and learning. The strongest associations between relationships, sensemaking, and learning were found under conditions of high trust and reflection. The weakest associations were found under conditions of low trust and reflection. CONCLUSIONS Trust and reflection appear to play a key role in moderating relationships, sensemaking, and learning in practices undergoing practice redesign.
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Cohen DJ, Balasubramanian BA, Gordon L, Marino M, Ono S, Solberg LI, Crabtree BF, Stange KC, Davis M, Miller WL, Damschroder LJ, McConnell KJ, Creswell J. A national evaluation of a dissemination and implementation initiative to enhance primary care practice capacity and improve cardiovascular disease care: the ESCALATES study protocol. Implement Sci 2016; 11:86. [PMID: 27358078 PMCID: PMC4928346 DOI: 10.1186/s13012-016-0449-8] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2016] [Accepted: 06/08/2016] [Indexed: 12/15/2022] Open
Abstract
Background The Agency for Healthcare Research and Quality (AHRQ) launched the EvidenceNOW Initiative to rapidly disseminate and implement evidence-based cardiovascular disease (CVD) preventive care in smaller primary care practices. AHRQ funded eight grantees (seven regional Cooperatives and one independent national evaluation) to participate in EvidenceNOW. The national evaluation examines quality improvement efforts and outcomes for more than 1500 small primary care practices (restricted to those with fewer than ten physicians per clinic). Examples of external support include practice facilitation, expert consultation, performance feedback, and educational materials and activities. This paper describes the study protocol for the EvidenceNOW national evaluation, which is called Evaluating System Change to Advance Learning and Take Evidence to Scale (ESCALATES). Methods This prospective observational study will examine the portfolio of EvidenceNOW Cooperatives using both qualitative and quantitative data. Qualitative data include: online implementation diaries, observation and interviews at Cooperatives and practices, and systematic assessment of context from the perspective of Cooperative team members. Quantitative data include: practice-level performance on clinical quality measures (aspirin prescribing, blood pressure and cholesterol control, and smoking cessation; ABCS) collected by Cooperatives from electronic health records (EHRs); practice and practice member surveys to assess practice capacity and other organizational and structural characteristics; and systematic tracking of intervention delivery. Quantitative, qualitative, and mixed methods analyses will be conducted to examine how Cooperatives organize to provide external support to practices, to compare effectiveness of the dissemination and implementation approaches they implement, and to examine how regional variations and other organization and contextual factors influence implementation and effectiveness. Discussion ESCALATES is a national evaluation of an ambitious large-scale dissemination and implementation effort focused on transforming smaller primary care practices. Insights will help to inform the design of national health care practice extension systems aimed at supporting practice transformation efforts in the USA. Clinical Trial Registration NCT02560428 (09/21/15)
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Miller WL, Contrad V, Gonzalez I, Meeuwsen T, Howells-Ferreira AA, Poplonski T, Curti B, Urba W, Bahjat K, Koguchi Y. Increased CD4+ T cell proliferation upon treatment correlates with improved overall survival of patients with metastatic melanoma upon anti-CTLA-4 therapy. THE JOURNAL OF IMMUNOLOGY 2016. [DOI: 10.4049/jimmunol.196.supp.214.17] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Abstract
Blockade of cytotoxic T-lymphocyte antigen 4 (CTLA-4) augments anti-tumor immunity and has shown success in treating patients with metastatic melanoma. Mechanisms of anti-CTLA-4 efficacy have been proposed in animal models, yet the mechanisms in humans remain to be elucidated. Increased frequency of ICOS+ CD4+ T cells has been shown to be a marker of drug bioactivity, but discovery of prognostic indicators and baseline indicators of which patients are most likely to benefit from CTLA-4 blockade remains a priority.
PBMCs from 29 metastatic melanoma patients in a multicenter compassionate use trial of anti-CTLA-4 antibody were evaluated using flow cytometry. At baseline and 12 weeks following initiation of treatment, CTLA-4, HLA-DR, ICOS, PD-L1, PD-1, and Ki-67 frequencies were assessed on CD4+ and CD8+ T cells, as well as CD3+CD4+ regulatory T cells.
Independent of survival, anti-CTLA-4 treatment significantly increased the frequency of ICOS+ CD4+ T cells, corroborating previous findings. Interestingly, this increase was also observed in ICOS+ Tregs, but not in CD8+ T cells. Increased proliferative Ki67+ CD4+ T cells and Ki67+ Tregs upon CTLA-4 blockade were both associated with prolonged overall survival. Additionally, when the frequency of Ki67+ CD4+ T cells post-treatment was compared to the baseline frequency, patients with a ratio greater than 1.5 had greater overall survival. Increased post-treatment absolute lymphocyte count—a known prognostic biomarker—also correlated with clinical outcome. Our results suggest that anti-CTLA-4 therapy may be mediated by proliferation of CD4+ T cells, and we identify this proliferation as a novel prognostic biomarker in metastatic melanoma patients treated with anti-CTLA-4 antibody.
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Howard J, Etz RS, Crocker JB, Skinner D, Kelleher KJ, Hahn KA, Miller WL, Crabtree BF. Maximizing the Patient-Centered Medical Home (PCMH) by Choosing Words Wisely. J Am Board Fam Med 2016; 29:248-53. [PMID: 26957382 PMCID: PMC7521775 DOI: 10.3122/jabfm.2016.02.150199] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Abstract
BACKGROUND Culture is transmitted through language and reflects a group's values, yet much of the current language used to describe the new patient-centered medical home (PCMH) is a carryover from the traditional, physician-centric model of care. This language creates a subtle yet powerful force that can perpetuate the status quo, despite transformation efforts. This article describes new terminology that some innovative primary care practices are using to support the transformational culture of the PCMH. METHODS Data come from the Agency for Healthcare Research and Quality-funded Working Conference for PCMH Innovation 2013, which convened 10 innovative practices and interdisciplinary content experts to discuss innovative practice redesign. Session and interview transcripts were analyzed using a grounded theory approach to identify patterns and explore their significance. RESULTS Language innovations are used by 5 practices. Carefully selected terms facilitate creative reimagining of traditional roles and spaces through connotations that highlight practice goals. Participants felt that the language used was important for reinforcing substantive changes. CONCLUSIONS Reworking well-established vernacular requires openness to change. True transformation does not, however, occur through a simple relabeling of old concepts. New terminology must represent values to which practices genuinely aspire, although caution is advised when using language to support cultural and clinical change.
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Koguchi Y, Gonzalez IL, Meeuwsen TL, Miller WL, Haley DP, Tanibata-Branham AN, Bahjat KS. A Semi-automated Approach to Preparing Antibody Cocktails for Immunophenotypic Analysis of Human Peripheral Blood. J Vis Exp 2016:e53485. [PMID: 26890325 PMCID: PMC4781742 DOI: 10.3791/53485] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
Immunophenotyping of peripheral blood by flow cytometry determines changes in the frequency and activation status of peripheral leukocytes during disease and treatment. It has the potential to predict therapeutic efficacy and identify novel therapeutic targets. Whole blood staining utilizes unmanipulated blood, which minimizes artifacts that can occur during sample preparation. However, whole blood staining must also be done on freshly collected blood to ensure the integrity of the sample. Additionally, it is best to prepare antibody cocktails on the same day to avoid potential instability of tandem-dyes and prevent reagent interaction between brilliant violet dyes. Therefore, whole blood staining requires careful standardization to control for intra and inter-experimental variability. Here, we report deployment of an automated liquid handler equipped with a two-dimensional (2D) barcode reader into a standard process of making antibody cocktails for flow cytometry. Antibodies were transferred into 2D barcoded tubes arranged in a 96 well format and their contents compiled in a database. The liquid handler could then locate the source antibody vials by referencing antibody names within the database. Our method eliminated tedious coordination for positioning of source antibody tubes. It provided versatility allowing the user to easily change any number of details in the antibody dispensing process such as specific antibody to use, volume, and destination by modifying the database without rewriting the scripting in the software method for each assay. A proof of concept experiment achieved outstanding inter and intra- assay precision, demonstrated by replicate preparation of an 11-color, 17-antibody flow cytometry assay. These methodologies increased overall throughput for flow cytometry assays and facilitated daily preparation of the complex antibody cocktails required for the detailed phenotypic characterization of freshly collected anticoagulated peripheral blood.
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Harris MF, Advocat J, Crabtree BF, Levesque JF, Miller WL, Gunn JM, Hogg W, Scott CM, Chase SM, Halma L, Russell GM. Interprofessional teamwork innovations for primary health care practices and practitioners: evidence from a comparison of reform in three countries. J Multidiscip Healthc 2016; 9:35-46. [PMID: 26889085 PMCID: PMC4743635 DOI: 10.2147/jmdh.s97371] [Citation(s) in RCA: 63] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Context A key aim of reforms to primary health care (PHC) in many countries has been to enhance interprofessional teamwork. However, the impact of these changes on practitioners has not been well understood. Objective To assess the impact of reform policies and interventions that have aimed to create or enhance teamwork on professional communication relationships, roles, and work satisfaction in PHC practices. Design Collaborative synthesis of 12 mixed methods studies. Setting Primary care practices undergoing transformational change in three countries: Australia, Canada, and the USA, including three Canadian provinces (Alberta, Ontario, and Quebec). Methods We conducted a synthesis and secondary analysis of 12 qualitative and quantitative studies conducted by the authors in order to understand the impacts and how they were influenced by local context. Results There was a diverse range of complex reforms seeking to foster interprofessional teamwork in the care of patients with chronic disease. The impact on communication and relationships between different professional groups, the roles of nursing and allied health services, and the expressed satisfaction of PHC providers with their work varied more within than between jurisdictions. These variations were associated with local contextual factors such as the size, power dynamics, leadership, and physical environment of the practice. Unintended consequences included deterioration of the work satisfaction of some team members and conflict between medical and nonmedical professional groups. Conclusion The variation in impacts can be understood to have arisen from the complexity of interprofessional dynamics at the practice level. The same characteristic could have both positive and negative influence on different aspects (eg, larger practice may have less capacity for adoption but more capacity to support interprofessional practice). Thus, the impacts are not entirely predictable and need to be monitored, and so that interventions can be adapted at the local level.
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Wang H, Hastings R, Miller WL, Kumar TR. Fshb-iCre mice are efficient and specific Cre deleters for the gonadotrope lineage. Mol Cell Endocrinol 2016; 419:124-38. [PMID: 26472536 PMCID: PMC4684453 DOI: 10.1016/j.mce.2015.10.006] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/15/2015] [Revised: 10/06/2015] [Accepted: 10/07/2015] [Indexed: 02/06/2023]
Abstract
Genetic analysis of development and function of the gonadotrope cell lineage within mouse anterior pituitary has been greatly facilitated by at least three currently available Cre strains in which Cre was either knocked into the Gnrhr locus or expressed as a transgene from Cga and Lhb promoters. However, in each case there are some limitations including CRE expression in thyrotropes within pituitary or ectopic expression outside of pituitary, for example in some populations of neurons or gonads. Hence, these Cre strains often pose problems with regard to undesirable deletion of alleles in non-gonadotrope cells, fertility and germline transmission of mutant alleles. Here, we describe generation and characterization of a new Fshb-iCre deleter strain using 4.7 kb of ovine Fshb promoter regulatory sequences driving iCre expression exclusively in the gonadotrope lineage within anterior pituitary. Fshb-iCre mice develop normally, display no ectopic CRE expression in gonads and are fertile. When crossed onto a loxP recombination-mediated red to green color switch reporter mouse genetic background, in vivo CRE recombinase activity is detectable in gonadotropes at more than 95% efficiency and the GFP-tagged gonadotropes readily purified by fluorescence activated cell sorting. We demonstrate the applicability of this Fshb-iCre deleter strain in a mouse model in which Dicer is efficiently and selectively deleted in gonadotropes. We further show that loss of DICER-dependent miRNAs in gonadotropes leads to profound suppression of gonadotropins resulting in male and female infertility. Thus, Fshb-iCre mice serve as a new genetic tool to efficiently manipulate gonadotrope-specific gene expression in vivo.
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Sakallaris BR, Miller WL, Saper R, Kreitzer MJ, Jonas W. Meeting the Challenge of a More Person-centered Future for US Healthcare. Glob Adv Health Med 2016; 5:51-60. [PMID: 26937314 PMCID: PMC4756778 DOI: 10.7453/gahmj.2015.085] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
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Miller WL, Snodgrass JW, Gasparich GE. The importance of terrestrial dispersal for connectivity among headwater salamander populations. Ecosphere 2015. [DOI: 10.1890/es15-00302.1] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
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Cohen DJ, Balasubramanian BA, Davis M, Hall J, Gunn R, Stange KC, Green LA, Miller WL, Crabtree BF, England MJ, Clark K, Miller BF. Understanding Care Integration from the Ground Up: Five Organizing Constructs that Shape Integrated Practices. J Am Board Fam Med 2015; 28 Suppl 1:S7-20. [PMID: 26359474 PMCID: PMC7304938 DOI: 10.3122/jabfm.2015.s1.150050] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/17/2023] Open
Abstract
PURPOSE To provide empirical evidence on key organizing constructs shaping practical, real-world integration of behavior health and primary care to comprehensively address patients' medical, emotional, and behavioral health needs. METHODS In a comparative case study using an immersion-crystallization approach, a multidisciplinary team analyzed data from observations of practice operations, interviews, and surveys of practice members, and implementation diaries. Practices were drawn from 2 studies of practices attempting to integrate behavioral health and primary care: Advancing Care Together, a demonstration project of 11 practices located in Colorado, and the Integration Workforce Study, a study of 8 practices across the United States. RESULTS We identified 5 key organizing constructs influencing integration of primary care and behavioral health: 1) Integration REACH (the extent to which the integration program was delivered to the identified target population), 2) establishment of continuum of care pathways addressing the location of care across the range of patient's severity of illness, 3) approach to patient transitions: referrals or warm handoffs, 4) location of the integration workforce, and 5) participants' mental model for integration. These constructs intertwine within an organization's historic and social context to produce locally adapted approaches to integrating care. Contextual factors, particularly practice type, influenced whether specialty mental health and substance use services were colocated within an organization. CONCLUSION Interaction among 5 organizing constructs and practice context produces diverse expressions of integrated care. These constructs provide a framework for understanding how primary care and behavioral health services can be integrated in routine practice.
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