Last data update: Dec 02, 2024. (Total: 48272 publications since 2009)
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Query Trace: Lubin IM[original query] |
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A vision to the future: value-based laboratory medicine
Plebani M , Cadamuro J , Vermeersch P , Jovičić S , Ozben T , Trenti T , McMillan B , Lowe CR , Lennerz J , Macintyre E , Gabelli C , Sandberg S , Padoan A , Wiencek JR , Banfi G , Lubin IM , Orth M , Carobene A , Zima T , Cobbaert CM , van Schaik RHN , Lippi G . Clin Chem Lab Med 2024 The ultimate goal of value-based laboratory medicine is maximizing the effectiveness of laboratory tests in improving patient outcomes, optimizing resources and minimizing unnecessary costs. This approach abandons the oversimplified notion of test volume and cost, in favor of emphasizing the clinical utility and quality of diagnostic tests in the clinical decision-making. Several key elements characterize value-based laboratory medicine, which can be summarized in some basic concepts, such as organization of in vitro diagnostics (including appropriateness, integrated diagnostics, networking, remote patient monitoring, disruptive innovations), translation of laboratory data into clinical information and measurable outcomes, sustainability, reimbursement, ethics (e.g., patient empowerment and safety, data protection, analysis of big data, scientific publishing). Education and training are also crucial, along with considerations for the future of the profession, which will be largely influenced by advances in automation, information technology, artificial intelligence, and regulations concerning in vitro diagnostics. This collective opinion paper, composed of summaries from presentations given at the two-day European Federation of Laboratory Medicine (EFLM) Strategic Conference "A vision to the future: value-based laboratory medicine" (Padova, Italy; September 23-24, 2024), aims to provide a comprehensive overview of value-based laboratory medicine, projecting the profession into a more clinically effective and sustainable future. |
The real-world foundation of adapting clinical guidelines for the digital age
Michaels M , Jakhmola P , Lubin IM , Fochtmann LJ , Casey DE Jr , Opelka FG , Skapik J , Larsen K , Tailor A , Matson-Koffman D . Am J Med Qual 2024 39 (2) 89-90 |
Newborn screening: from Guthrie to whole genome sequencing.
Caggana M , Jones EA , Shahied SI , Tanksley S , Hermerath CA , Lubin IM . Public Health Rep 2013 128 Suppl 2 14-9 Newborn screening (NBS), a comprehensive system that includes testing, diagnosis, follow-up, treatment, education, and evaluation, was recently named one of the Top 10 Great Public Health Achievements by the Centers for Disease Control and Prevention (CDC).1 Each year, approximately 10,000 infants are identified with NBS conditions, which frequently go unnoticed at birth.2 NBS is administered by state public health programs across the country and provides for early identification of newborns with certain congenital, metabolic, endocrine, hematologic, and other genetic conditions. Early identification of these conditions in newborns facilitates timely interventions that result in significant decreases in morbidity, mortality, and disability.1 | | Screening begins by pricking a newborn's heel to get enough blood to fill a few circles on a filter paper card. The specimen, referred to as a dried blood spot, is collected by a health-care provider—typically at the birthing facility—during the first 24–48 hours of life. Some states are required to collect two specimens, in which case the second specimen is collected between seven and 15 days of life. The specimens are then sent to a state-designated NBS laboratory for analysis. When a test result is out of normal range, laboratory or follow-up personnel contact the birthing facility and the newborn's physician to ensure the child receives the appropriate diagnostic work-up and treatment. NBS goes beyond blood-spot screening to include point-of-care testing for hearing and, in some states, critical congenital heart disease. These tests are performed at the hospital shortly after birth, and the state NBS program performs follow-up testing. Although there is some variability in protocols among states, most NBS programs have similar components, including specimen collection, laboratory testing, follow-up, education of providers and the public, verification of a diagnosis, treatment, and ongoing program evaluation.3 |
Effective communication of molecular genetic test results to primary care providers.
Scheuner MT , Edelen MO , Hilborne LH , Lubin IM . Genet Med 2013 15 (6) 444-9 PURPOSE: We evaluated a template for molecular genetic test reports that was developed as a strategy to reduce communication errors between the laboratory and ordering clinician. METHODS: We surveyed 1,600 primary care physicians to assess satisfaction, ease of use, and effectiveness of genetic test reports developed using our template and reports developed by clinical laboratories. Mean score differences of responses between the reports were compared using t-tests. Two-way analysis of variance evaluated the effect of template versus standard reports and the influence of physician characteristics. RESULTS: There were 396 (24%) respondents. Template reports had higher scores than the standard reports for each survey item. The gender and specialty of the physician did not influence scores; however, younger physicians gave higher scores regardless of report type. There was significant interaction between report type and whether physicians ordered or reviewed any genetic tests (none versus at least one) in the past year, P = 0.005. CONCLUSION: For each survey item assessing satisfaction, ease of use, and effectiveness, physicians gave higher ratings to genetic test reports developed with the template than standard reports used by clinical laboratories. Physicians least familiar with genetic test reports, and possibly having the greatest need for better communication, were best served by the template reports. |
An integrated process for co-developing and implementing written and computable clinical practice guidelines
Matson-Koffman DM , Robinson SJ , Jakhmola P , Fochtmann LJ , Willett D , Lubin IM , Burton MM , Tailor A , Pitts DL , Casey DE Jr , Opelka FG , Mullins R , Elder R , Michaels M . Am J Med Qual 2023 38 S12-s34 The goal of this article is to describe an integrated parallel process for the co-development of written and computable clinical practice guidelines (CPGs) to accelerate adoption and increase the impact of guideline recommendations in clinical practice. From February 2018 through December 2021, interdisciplinary work groups were formed after an initial Kaizen event and using expert consensus and available literature, produced a 12-phase integrated process (IP). The IP includes activities, resources, and iterative feedback loops for developing, implementing, disseminating, communicating, and evaluating CPGs. The IP incorporates guideline standards and informatics practices and clarifies how informaticians, implementers, health communicators, evaluators, and clinicians can help guideline developers throughout the development and implementation cycle to effectively co-develop written and computable guidelines. More efficient processes are essential to create actionable CPGs, disseminate and communicate recommendations to clinical end users, and evaluate CPG performance. Pilot testing is underway to determine how this IP expedites the implementation of CPGs into clinical practice and improves guideline uptake and health outcomes. |
An evaluation framework for a novel process to codevelop written and computable guidelines
Tailor A , Robinson SJ , Matson-Koffman DM , Michaels M , Burton MM , Lubin IM . Am J Med Qual 2023 38 S35-s45 Clinical practice guidelines (CPGs) support individual and population health by translating new, evidence-based knowledge into recommendations for health practice. CPGs can be provided as computable, machine-readable guidelines that support the translation of recommendations into shareable, interoperable clinical decision support and other digital tools (eg, quality measures, case reports, care plans). Interdisciplinary collaboration among guideline developers and health information technology experts can facilitate the translation of written guidelines into computable ones. The benefits of interdisciplinary work include a focus on the needs of end-users who apply guidelines in practice through clinic decision support systems as part of the Centers for Disease Control and Prevention's (CDC's) Adapting Clinical Guidelines for the Digital Age (ACG) initiative, a group of interdisciplinary experts proposed a process to facilitate the codevelopment of written and computable CPGs, referred to as the "integrated process (IP)."1 This paper presents a framework for evaluating the IP based on a combination of vetted evaluation models and expert opinions. This framework combines 3 types of evaluations: process, product, and outcomes. These evaluations assess the value of interdisciplinary expert collaboration in carrying out the IP, the quality, usefulness, timeliness, and acceptance of the guideline, and the guideline's health impact, respectively. A case study is presented that illustrates application of the framework. |
Creation of an Expert Curated Variant List for Clinical Genomic Test Development and Validation: A ClinGen and GeT-RM Collaborative Project (preprint)
Wilcox E , Harrison SM , Lockhart E , Voelkerding K , Lubin IM , Rehm HL , Kalman L , Funke B . medRxiv 2021 2021.06.09.21258594 Modern genomic sequencing tests often interrogate large numbers of genes. Identification of appropriate reference materials for development, validation studies, and quality assurance of these tests poses a significant challenge for laboratories. It is difficult to develop and maintain expert knowledge to identify all variants that must be validated to assure analytic and clinical validity. Additionally, it is usually not possible to procure appropriate and characterized genomic DNA reference materials containing the number and scope of variants required. To address these challenges, the Centers for Disease Control and Prevention’s Genetic Testing Reference Material Program (GeT-RM) has partnered with the Clinical Genome Resource (ClinGen) to develop a publicly available list of expert curated, clinically important variants. ClinGen Variant Curation Expert Panels nominated 546 variants found in 84 disease associated genes, including common pathogenic and difficult to detect variants. Variant types nominated included 346 SNVs, 104 deletions, 37 CNVs, 25 duplications, 18 deletion-insertions, 5 inversions, 4 insertions, 2 complex rearrangements, 3 in difficult to sequence regions, and 2 fusions. This expert-curated variant list is a resource that provides a foundation for designing comprehensive validation studies and for creating in silico reference materials for clinical genomic test development and validation.Competing Interest StatementThe authors have declared no competing interest.Funding StatementClinGen is primarily funded by the National Human Genome Research Institute (NHGRI), through the following three grants: U41HG006834, U41HG009649, U41HG009650. ClinGen also receives support for content curation from the Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), through the following three grants: U24HD093483, U24HD093486, U24HD093487.Author DeclarationsI confirm all relevant ethical guidelines have been followed, and any necessary IRB and/or ethics committee approvals have been obtained.YesThe details of the IRB/oversight body that provided approval or exemption for the research described are given below:This study did not involve human subjects and therefore no IRB was required.All necessary patient/participant consent has been obtained and the appropriate institutional forms have been archived.YesI understand that all clinical trials and any other prospective interventional studies must be registered with an ICMJE-approved registry, such as ClinicalTrials.gov. I confirm that any such study reported in the manuscript has been registered and the trial registration ID is provided (note: if posting a prospective study registered retrospectively, please provide a statement in the trial ID field explaining why the study was not registered in advance).YesI have followed all appropriate research reporting guidelines and uploaded the relevant EQUATOR Network research reporting checklist(s) and other pertinent material as supplementary files, if applicable.YesAll data is included in the figures, tables and supplement included in the manuscript. |
The clinical laboratory is an integral component to health care delivery : An expanded representation of the total testing process
Lubin IM , Astles JR , Bunn JD , Cornish NE , Lazaro G , Marshall AA , Stang HL , De Jesús VR . Am J Clin Pathol 2023 160 (2) 124-129 OBJECTIVES: Developing an expanded representation of the total testing process that includes contemporary elements of laboratory practice can be useful to understanding and optimizing testing workflows across clinical laboratory and patient care settings. METHODS: Published literature and meeting reports were used by the coauthors to inform the development of the expanded representation of the total testing process and relevant examples describing its uses. RESULTS: A visual representation of the total testing process was developed and contextualized to patient care scenarios using a number of examples covering the detection of blood culture contamination, use of next-generation sequencing, and pharmacogenetic testing. CONCLUSIONS: The expanded representation of the total testing process can serve as a model and framework to document and improve the use of clinical testing within the broader context of health care delivery. This representation recognizes increased engagement among clinical laboratory professionals with patients and other health care providers as essential to making informed decisions. The increasing use of data is highlighted as important to ensuring quality, appropriate test utilization, and sustaining an efficient workflow across clinical laboratory and patient care settings. Maintaining a properly resourced and competent workforce is also featured as an essential component to the testing process. |
Use of large scale EHR data to evaluate A1c utilization among sickle cell disease patients
Sivasankar S , Cheng AL , Lubin IM , Lankachandra K , Hoffman MA . BMC Med Inform Decis Mak 2021 21 (1) 268 BACKGROUND: The glycated hemoglobin (A1c) test is not recommended for sickle cell disease (SCD) patients. We examine ordering patterns of diabetes-related tests for SCD patients to explore misutilization of tests among this underserved population. METHODS: We used de-identified electronic health record (EHR) data in the Cerner Health Facts™ (HF) data warehouse to evaluate the frequency of A1c and fructosamine tests during 2010 to 2016, for 37,151 SCD patients from 393 healthcare facilities across the United States. After excluding facilities with no A1c data, we defined three groups of facilities based on the prevalence of SCD patients with A1c test(s): adherent facilities (no SCD patients with A1c test(s)), minor non-adherent facilities, major non-adherent facilities. RESULTS: We determined that 11% of SCD patients (3927 patients) treated at 393 facilities in the US received orders for at least one A1c test. Of the 3927 SCD patients with an A1c test, only 89 patients (2.3%) received an order for a fructosamine test. At the minor non-adherent facilities, 5% of the SCD patients received an A1c test while 58% of the SCD patients at the least adherent facilities had at least one A1c test. Overall, the percent of A1c tests ordered for SCD patients between 2010 and 2016 remained similar. CONCLUSIONS: Inappropriate A1c test orders among a sickle cell population is a significant quality gap. Interventions to advance adoption of professional recommendations that advocate for alternate tests, such as fructosamine, can guide clinicians in test selection to reduce this quality gap are discussed. The informatics strategy used in this work can inform other largescale analyses of lab test utilization using de-identified EHR data. |
Creation of an Expert Curated Variant List for Clinical Genomic Test Development and Validation: A ClinGen and GeT-RM Collaborative Project.
Wilcox E , Harrison SM , Lockhart E , Voelkerding K , Lubin IM , Rehm HL , Kalman L , Funke B . J Mol Diagn 2021 23 (11) 1500-1505 Modern genomic sequencing tests often interrogate large numbers of genes. Identification of appropriate reference materials for development, validation studies, and quality assurance of these tests poses a significant challenge for laboratories. It is difficult to develop and maintain expert knowledge to identify all variants that must be validated to assure analytic and clinical validity. Additionally, it is usually not possible to procure appropriate and characterized genomic DNA reference materials containing the number and scope of variants required. To address these challenges, the Centers for Disease Control and Prevention's Genetic Testing Reference Material Program (GeT-RM) has partnered with the Clinical Genome Resource (ClinGen) to develop a publicly available list of expert curated, clinically important variants. ClinGen Variant Curation Expert Panels nominated 546 variants found in 84 disease associated genes, including common pathogenic and difficult to detect variants. Variant types nominated included 346 SNVs, 104 deletions, 37 CNVs, 25 duplications, 18 deletion-insertions, 5 inversions, 4 insertions, 2 complex rearrangements, 3 in difficult to sequence regions, and 2 fusions. This expert-curated variant list is a resource that provides a foundation for designing comprehensive validation studies and for creating in silico reference materials for clinical genomic test development and validation. |
Bringing the clinical laboratory into the strategy to advance diagnostic excellence
Lubin IM , Astles JR , Shahangian S , Madison B , Parry R , Schmidt RL , Rubinstein ML . Diagnosis (Berl) 2021 8 (3) 281-294 OBJECTIVES: Clinical laboratory testing provides essential data for making medical diagnoses. Generating accurate and timely test results clearly communicated to the treating clinician, and ultimately the patient, is a critical component that supports diagnostic excellence. On the other hand, failure to achieve this can lead to diagnostic errors that manifest in missed, delayed and wrong diagnoses. CONTENT: Innovations that support diagnostic excellence address: 1) test utilization, 2) leveraging clinical and laboratory data, 3) promoting the use of credible information resources, 4) enhancing communication among laboratory professionals, health care providers and the patient, and 5) advancing the use of diagnostic management teams. Integrating evidence-based laboratory and patient-care quality management approaches may provide a strategy to support diagnostic excellence. Professional societies, government agencies, and healthcare systems are actively engaged in efforts to advance diagnostic excellence. Leveraging clinical laboratory capabilities within a healthcare system can measurably improve the diagnostic process and reduce diagnostic errors. SUMMARY: An expanded quality management approach that builds on existing processes and measures can promote diagnostic excellence and provide a pathway to transition innovative concepts to practice. OUTLOOK: There are increasing opportunities for clinical laboratory professionals and organizations to be part of a strategy to improve diagnoses. |
Challenges and opportunities for integrating genetic testing into a diagnostic workflow: heritable long QT syndrome as a model.
Lubin IM , Lockhart ER , Frank J , See VY , Vashist S , Greene C . Diagnosis (Berl) 2019 8 (1) 17-26 Background An increasing number of diagnostic evaluations incorporate genetic testing to facilitate accurate and timely diagnoses. The increasing number and complexity of genetic tests continue to pose challenges in deciding when to test, selecting the correct test(s), and using results to inform medical diagnoses, especially for medical professionals lacking genetic expertise. Careful consideration of a diagnostic workflow can be helpful in understanding the appropriate uses of genetic testing within a broader diagnostic workup. Content The diagnosis of long QT syndrome (LQTS), a life-threatening cardiac arrhythmia, provides an example for this approach. Electrocardiography is the preferred means for diagnosing LQTS but can be uninformative for some patients due to the variable presentation of the condition. Family history and genetic testing can augment physiological testing to inform a diagnosis and subsequent therapy. Clinical and laboratory professionals informed by peer- reviewed literature and professional recommendations constructed a generalized LQTS diagnostic workflow. This workflow served to explore decisions regarding the use of genetic testing for diagnosing LQTS. Summary and outlook Understanding the complexities and approaches to integrating genetic testing into a broader diagnostic evaluation is anticipated to support appropriate test utilization, optimize diagnostic evaluation, and facilitate a multidisciplinary approach essential for achieving accurate and timely diagnoses. |
Technology-enabled outreach to patients taking high-risk medications reduces a quality gap in completion of clinical laboratory testing
Raebel MA , Shetterly SM , Bhardwaja B , Sterrett AT , Schroeder EB , Chorny J , Hagen TP , Silverman DJ , Astles R , Lubin IM . Popul Health Manag 2019 23 (1) 3-11 Clinical laboratory quality improvement (QI) efforts can include population test utilization. The authors used a health care organization's Medical Data Warehouse (MDW) to characterize a gap in guideline-concordant laboratory testing recommended for safe use of antirheumatic agents, then tested the effectiveness of laboratory-led, technology-enabled outreach to patients at reducing this gap. Data linkages available through the Kaiser Permanente Colorado MDW and electronic health record were used to identify ambulatory adults taking antirheumatic agents who were due/overdue for alanine aminotransferase (ALT), aspartate aminotransferase (AST), complete blood count (CBC), or serum creatinine (SCr) testing. Outreach was implemented using an interactive voice response system to send patients text or phone call reminders. Interrupted time series analysis was used to estimate reminder effectiveness. Rates of guideline-concordant testing and testing timeliness in baseline vs. intervention periods were determined using generalized linear models for repeated measures. Results revealed a decrease in percentage of 3763 patients taking antirheumatic agents due/overdue for testing at any given time: baseline 24.3% vs. intervention 17.5% (P < 0.001). Among 3205 patients taking conventional antirheumatic agents, concordance for all ALT testing was baseline 52.8% vs. intervention 65.4% (P < 0.001) among patients chronically using these agents and baseline 20.6% vs. intervention 26.1% (P < 0.001) among patients newly starting these agents. The 95(th) percentiles for days to ALT testing were baseline 149 vs. intervention 117 among chronic users and baseline 134 vs. intervention 92 among new starts. AST, CBC, and SCr findings were similar. Technology-enabled outreach reminding patients to obtain laboratory testing improves health care system outcomes. |
Identifying preanalytic and postanalytic laboratory quality gaps using a data warehouse and structured multidisciplinary process
Raebel MA , Quintana LM , Schroeder EB , Shetterly SM , Pieper LE , Epner PL , Bechtel LK , Smith DH , Sterrett AT , Chorny JA , Lubin IM . Arch Pathol Lab Med 2018 143 (4) 518-524 CONTEXT.-: The laboratory total testing process includes preanalytic, analytic, and postanalytic phases, but most laboratory quality improvement efforts address the analytic phase. Expanding quality improvement to preanalytic and postanalytic phases via use of medical data warehouses, repositories that include clinical, utilization, and administrative data, can improve patient care by ensuring appropriate test utilization. Cross-department, multidisciplinary collaboration to address gaps and improve patient and system outcomes is beneficial. OBJECTIVE.-: To demonstrate medical data warehouse utility for characterizing laboratory-associated quality gaps amenable to preanalytic or postanalytic interventions. DESIGN.-: A multidisciplinary team identified quality gaps. Medical data warehouse data were queried to characterize gaps. Organizational leaders were interviewed about quality improvement priorities. A decision aid with elements including national guidelines, local and national importance, and measurable outcomes was completed for each gap. RESULTS.-: Gaps identified included (1) test ordering; (2) diagnosis, detection, and documentation, and (3) high-risk medication monitoring. After examination of medical data warehouse data including enrollment, diagnoses, laboratory, pharmacy, and procedures for baseline performance, high-risk medication monitoring was selected, specifically alanine aminotransferase, aspartate aminotransferase, complete blood count, and creatinine testing among patients receiving disease-modifying antirheumatic drugs. The test utilization gap was in monitoring timeliness (eg, >60% of patients had a monitoring gap exceeding the guideline recommended frequency). Other contributors to selecting this gap were organizational enthusiasm, regulatory labeling, and feasibility of a significant laboratory role in addressing the gap. CONCLUSIONS.-: A multidisciplinary process facilitated identification and selection of a laboratory medicine quality gap. Medical data warehouse data were instrumental in characterizing gaps. |
Guidelines for Validation of Next-Generation Sequencing-Based Oncology Panels: A Joint Consensus Recommendation of the Association for Molecular Pathology and College of American Pathologists.
Jennings LJ , Arcila ME , Corless C , Kamel-Reid S , Lubin IM , Pfeifer J , Temple-Smolkin RL , Voelkerding KV , Nikiforova MN . J Mol Diagn 2017 19 (3) 341-365 Next-generation sequencing (NGS) methods for cancer testing have been rapidly adopted by clinical laboratories. To establish analytical validation best practice guidelines for NGS gene panel testing of somatic variants, a working group was convened by the Association of Molecular Pathology with liaison representation from the College of American Pathologists. These joint consensus recommendations address NGS test development, optimization, and validation, including recommendations on panel content selection and rationale for optimization and familiarization phase conducted before test validation; utilization of reference cell lines and reference materials for evaluation of assay performance; determining of positive percentage agreement and positive predictive value for each variant type; and requirements for minimal depth of coverage and minimum number of samples that should be used to establish test performance characteristics. The recommendations emphasize the role of laboratory director in using an error-based approach that identifies potential sources of errors that may occur throughout the analytical process and addressing these potential errors through test design, method validation, or quality controls so that no harm comes to the patient. The recommendations contained herein are intended to assist clinical laboratories with the validation and ongoing monitoring of NGS testing for detection of somatic variants and to ensure high quality of sequencing results. |
Principles and Recommendations for Standardizing the Use of the Next-Generation Sequencing Variant File in Clinical Settings.
Lubin IM , Aziz N , Babb LJ , Ballinger D , Bisht H , Church DM , Cordes S , Eilbeck K , Hyland F , Kalman L , Landrum M , Lockhart ER , Maglott D , Marth G , Pfeifer JD , Rehm HL , Roy S , Tezak Z , Truty R , Ullman-Cullere M , Voelkerding KV , Worthey E , Zaranek AW , Zook JM . J Mol Diagn 2017 19 (3) 417-426 A national workgroup convened by the Centers for Disease Control and Prevention identified principles and made recommendations for standardizing the description of sequence data contained within the variant file generated during the course of clinical next-generation sequence analysis for diagnosing human heritable conditions. The specifications for variant files were initially developed to be flexible with regard to content representation to support a variety of research applications. This flexibility permits variation with regard to how sequence findings are described and this depends, in part, on the conventions used. For clinical laboratory testing, this poses a problem because these differences can compromise the capability to compare sequence findings among laboratories to confirm results and to query databases to identify clinically relevant variants. To provide for a more consistent representation of sequence findings described within variant files, the workgroup made several recommendations that considered alignment to a common reference sequence, variant caller settings, use of genomic coordinates, and gene and variant naming conventions. These recommendations were considered with regard to the existing variant file specifications presently used in the clinical setting. Adoption of these recommendations is anticipated to reduce the potential for ambiguity in describing sequence findings and facilitate the sharing of genomic data among clinical laboratories and other entities. |
Assuring the Quality of Next-Generation Sequencing in Clinical Microbiology and Public Health Laboratories.
Gargis AS , Kalman L , Lubin IM . J Clin Microbiol 2016 54 (12) 2857-2865 Clinical microbiology and public health laboratories are beginning to utilize next-generation sequencing (NGS) for a range of applications. This technology has the potential to transform the field by providing approaches that will complement, or even replace, many conventional laboratory tests. While the benefits of NGS are significant, the complexities of these assays require an evolving set of standards to assure testing quality. Regulatory and accreditation requirements, professional guidelines, and best practices that help to assure the quality of NGS-based tests are emerging. This review will highlight currently available standards and guidelines for the implementation of NGS in the clinical and public health laboratory setting, and includes considerations for NGS test validation, quality control procedures, proficiency testing, and reference materials. |
Electronic health record interventions at the point of care improve documentation of care processes and decrease orders for genetic tests commonly ordered by nongeneticists
Scheuner MT , Peredo J , Tangney K , Schoeff D , Sale T , Lubick-Goldzweig C , Hamilton A , Hilborne L , Lee M , Mittman B , Yano EM , Lubin IM . Genet Med 2016 19 (1) 112-120 OBJECTIVE: To determine whether electronic health record (EHR) tools improve documentation of pre- and postanalytic care processes for genetic tests ordered by nongeneticists. METHODS: We conducted a nonrandomized, controlled, pre-/postintervention study of EHR point-of-care tools (informational messages and template report) for three genetic tests. Chart review assessed documentation of genetic testing processes of care, with points assigned for each documented item. Multiple linear and logistic regressions assessed factors associated with documentation. RESULTS: Preimplementation, there were no significant site differences (P > 0.05). Postimplementation, mean documentation scores increased (5.9 (2.1) vs. 5.0 (2.2); P = 0.0001) and records with clinically meaningful documentation increased (score >5: 59 vs. 47%; P = 0.02) at the intervention versus the control site. Pre- and postimplementation, a score >5 was positively associated with abnormal test results (OR = 4.0; 95% CI: 1.8-9.2) and trainee provider (OR = 2.3; 95% CI: 1.2-4.6). Postimplementation, a score >5 was also positively associated with intervention site (OR = 2.3; 95% CI: 1.1-5.1) and specialty clinic (OR = 2.0; 95% CI: 1.1-3.6). There were also significantly fewer tests ordered after implementation (264/100,000 vs. 204/100,000; P = 0.03), with no significant change at the control site (280/100,000 vs. 257/100,000; P = 0.50). CONCLUSIONS: EHR point-of-care tools improved documentation of genetic testing processes and decreased utilization of genetic tests commonly ordered by nongeneticists.Genet Med advance online publication 30 June 2016Genetics in Medicine (2016); doi:10.1038/gim.2016.73. |
Attitudes of clinicians following large-scale pharmacogenomics implementation.
Peterson JF , Field JR , Shi Y , Schildcrout JS , Denny JC , McGregor TL , Van Driest SL , Pulley JM , Lubin IM , Laposata M , Roden DM , Clayton EW . Pharmacogenomics J 2015 16 (4) 393-8 Clinician attitudes toward multiplexed genomic testing may be vital to the success of translational programs. We surveyed clinicians at an academic medical center about their views on a large pharmacogenomics implementation, the PREDICT (Pharmacogenomic Resource for Enhanced Decisions in Care and Treatment) program. Participants were asked about test ordering, major factors influencing use of results, expectations of efficacy and responsibility for applying results to patient care. Virtually all respondents (99%) agreed that pharmacogenomics variants influence patients' response to drug therapy. The majority (92%) favored immediate, active notification when a clinically significant drug-genome interaction was present. However, clinicians were divided on which providers were responsible for acting on a result when a prescription change was indicated and whether patients should be directly notified of a significant result. We concluded genotype results were valued for tailoring prescriptions, but clinicians do not agree on how to appropriately assign clinical responsibility for actionable results from a multiplexed panel. |
Good laboratory practice for clinical next-generation sequencing informatics pipelines.
Gargis AS , Kalman L , Bick DP , da Silva C , Dimmock DP , Funke BH , Gowrisankar S , Hegde MR , Kulkarni S , Mason CE , Nagarajan R , Voelkerding KV , Worthey EA , Aziz N , Barnes J , Bennett SF , Bisht H , Church DM , Dimitrova Z , Gargis SR , Hafez N , Hambuch T , Hyland FC , Luna RA , MacCannell D , Mann T , McCluskey MR , McDaniel TK , Ganova-Raeva LM , Rehm HL , Reid J , Campo DS , Resnick RB , Ridge PG , Salit ML , Skums P , Wong LJ , Zehnbauer BA , Zook JM , Lubin IM . Nat Biotechnol 2015 33 (7) 689-93 We report principles and guidelines (Supplementary Note) that were developed by the Next-Generation Sequencing: Standardization of Clinical Testing II (Nex-StoCT II) informatics workgroup, which was first convened on October 11–12, 2012, in Atlanta, Georgia, by the US Centers for Disease Control and Prevention (CDC; Atlanta, GA). We present here recommendations for the design, optimization and implementation of an informatics pipeline for clinical next-generation sequencing (NGS) to detect germline sequence variants in compliance with existing regulatory and professional quality standards1. The workgroup, which included informatics experts, clinical and research laboratory professionals, physicians with experience in interpreting NGS results, NGS test platform and software developers and participants from US government agencies and professional organizations, also discussed the use of NGS in testing for cancer and infectious disease. A typical NGS analytical process and selected workgroup recommendations are summarized in Table 1, and detailed in the guidelines presented in the Supplementary Note. |
Reporting incidental findings in genomic scale clinical sequencing--a clinical laboratory perspective: a report of the Association for Molecular Pathology.
Hegde M , Bale S , Bayrak-Toydemir P , Gibson J , Bone Jeng LJ , Joseph L , Laser J , Lubin IM , Miller CE , Ross LF , Rothberg PG , Tanner AK , Vitazka P , Mao R . J Mol Diagn 2015 17 (2) 107-17 Advances in sequencing technologies have facilitated concurrent testing for many disorders, and the results generated may provide information about a patient's health that is unrelated to the clinical indication, commonly referred to as incidental findings. This is a paradigm shift from traditional genetic testing in which testing and reporting are tailored to a patient's specific clinical condition. Clinical laboratories and physicians are wrestling with this increased complexity in genomic testing and reporting of the incidental findings to patients. An enormous amount of discussion has taken place since the release of a set of recommendations from the American College of Medical Genetics and Genomics. This discussion has largely focused on the content of the incidental findings, but the laboratory perspective and patient autonomy have been overlooked. This report by the Association of Molecular Pathology workgroup discusses the pros and cons of next-generation sequencing technology, potential benefits, and harms for reporting of incidental findings, including the effect on both the laboratory and the patient, and compares those with other areas of medicine. The importance of genetic counseling to preserve patient autonomy is also reviewed. The discussion and recommendations presented by the workgroup underline the need for continued research and discussion among all stakeholders to improve our understanding of the effect of different policies on patients, providers, and laboratories. |
Current landscape and new paradigms of proficiency testing and external quality assessment for molecular genetics.
Kalman LV , Lubin IM , Barker S , du Sart D , Elles R , Grody WW , Pazzagli M , Richards S , Schrijver I , Zehnbauer B . Arch Pathol Lab Med 2013 137 (7) 983-988 CONTEXT: Participation in proficiency testing (PT) or external quality assessment (EQA) programs allows the assessment and comparison of test performance among different clinical laboratories and technologies. In addition to the approximately 2300 tests for individual genetic disorders, recent advances in technology have enabled the development of clinical tests that quickly and economically analyze the entire human genome. New PT/EQA approaches are needed to ensure the continued quality of these complex tests. OBJECTIVES: To review the availability and scope of PT/EQA for molecular genetic testing for inherited conditions in Europe, Australasia, and the United States; to evaluate the successes and demonstrated value of available PT/EQA programs; and to examine the challenges to the provision of comprehensive PT/EQA posed by new laboratory practices and methodologies. DATA SOURCES: The available literature on this topic was reviewed and supplemented with personal experiences of several PT/EQA providers. CONCLUSIONS: Proficiency testing/EQA schemes are available for common genetic disorders tested in many clinical laboratories but are not available for most genetic tests offered by only one or a few laboratories. Provision of broad, method-based PT schemes, such as DNA sequencing, would allow assessment of many tests for which formal PT is not currently available. Participation in PT/EQA improves the quality of testing by identifying inaccuracies that laboratories can trace to errors in their testing processes. Areas of research and development to ensure that PT/EQA programs can meet the needs of new and evolving genetic tests and technologies are identified and discussed. |
Assuring the quality of next-generation sequencing in clinical laboratory practice.
Gargis AS , Kalman L , Berry MW , Bick DP , Dimmock DP , Hambuch T , Lu F , Lyon E , Voelkerding KV , Zehnbauer BA , Agarwala R , Bennett SF , Chen B , Chin EL , Compton JG , Das S , Farkas DH , Ferber MJ , Funke BH , Furtado MR , Ganova-Raeva LM , Geigenmuller U , Gunselman SJ , Hegde MR , Johnson PL , Kasarskis A , Kulkarni S , Lenk T , Liu CS , Manion M , Manolio TA , Mardis ER , Merker JD , Rajeevan MS , Reese MG , Rehm HL , Simen BB , Yeakley JM , Zook JM , Lubin IM . Nat Biotechnol 2012 30 (11) 1033-6 We direct your readers’ attention to the principles and guidelines (Supplementary Guidelines) developed by the Next-generation Sequencing: Standardization of Clinical Testing (Nex-StoCT) workgroup. These guidelines represent initial steps to ensure that results from tests based on next-generation sequencing (NGS) are reliable and useful for clinical decision making. The US Centers for Disease Control and Prevention (CDC) convened this national workgroup, which collaborated to define platform-independent approaches for establishing technical process elements of a quality management system (QMS) to assure the analytical validity and compliance of NGS tests with existing regulatory and professional quality standards. The workgroup identified and addressed gaps in quality practices that could compromise the quality of both clinical laboratory services and translational efforts needed to advance the implementation and utility of NGS in clinical settings. | The workgroup was composed of experts with knowledge of and experience with NGS and included clinical laboratory directors, clinicians, platform and software developers and informaticians, as well as individuals actively engaged in NGS guideline development from accreditation bodies and professional organizations. Representatives from US government agencies also participated. |
Opportunities and challenges associated with clinical diagnostic genome sequencing: a report of the association for molecular pathology
Schrijver I , Aziz N , Farkas DH , Furtado M , Gonzalez AF , Greiner TC , Grody WW , Hambuch T , Kalman L , Kant JA , Klein RD , Leonard DG , Lubin IM , Mao R , Nagan N , Pratt VM , Sobel ME , Voelkerding KV , Gibson JS . J Mol Diagn 2012 14 (6) 525-40 This report of the Whole Genome Analysis group of the Association for Molecular Pathology illuminates the opportunities and challenges associated with clinical diagnostic genome sequencing. With the reality of clinical application of next-generation sequencing, technical aspects of molecular testing can be accomplished at greater speed and with higher volume, while much information is obtained. Although this testing is a next logical step for molecular pathology laboratories, the potential impact on the diagnostic process and clinical correlations is extraordinary and clinical interpretation will be challenging. We review the rapidly evolving technologies; provide application examples; discuss aspects of clinical utility, ethics, and consent; and address the analytic, postanalytic, and professional implications. |
A report template for molecular genetic tests designed to improve communication between the clinician and laboratory.
Scheuner MT , Hilborne L , Brown J , Lubin IM . Genet Test Mol Biomarkers 2012 16 (7) 761-9 AIM: Errors are most likely to occur during the pre- and postanalytic phases of the genetic testing process, which can contribute to underuse, overuse, and misuse of genetic tests. To mitigate these errors, we created a template for molecular genetic test reports that utilizes the combined features of synoptic reporting and narrative interpretation. METHODS: A variation of the Delphi consensus process with an expert panel was used to create a draft report template, which was further informed by focus group discussions with primary care physicians. RESULTS: There was agreement that molecular genetic test reports should present information in groupings that flow in a logical manner, and most participants preferred the following order of presentation: patient and physician information, test performed, test results and interpretation, guidance on next steps, and supplemental information. We define data elements for the report as "required," "optional," "possible," and "not necessary"; provide recommendations regarding the grouping of these data elements; and describe the ideal design of the report template, including the preferred order of the report sections, formatting of data, and length of the report. DISCUSSION: With input from key stakeholders and building upon prior work, we created a template for molecular genetic test reports designed to improve clinical decision making at the point of care. The template design should lead to more effective communication between the laboratory and ordering clinician. Studies are needed to assess the usefulness and effectiveness of molecular genetic test reports generated using this template. |
Relevance, pathogenesis, and testing algorithm for mismatch repair-defective colorectal carcinomas: a report of the association for molecular pathology.
Funkhouser WK Jr , Lubin IM , Monzon FA , Zehnbauer BA , Evans JP , Ogino S , Nowak JA . J Mol Diagn 2012 14 (2) 91-103 Loss-of-function defects in DNA mismatch repair (MMR), which manifest as high levels of microsatellite instability (MSI), occur in approximately 15% of all colorectal carcinomas (CRCs). This molecular subset of CRC characterizes patients with better stage-specific prognoses who experience no benefit from 5-fluorouracil chemotherapy. Most MMR-deficient (dMMR) CRCs are sporadic, but 15% to 20% are due to inherited predisposition (Lynch syndrome). High penetrance of CRCs in germline MMR gene mutation carriers emphasizes the importance of accurate diagnosis of Lynch syndrome carriers. Family-based (Amsterdam), patient/family-based (Bethesda), morphology-based, microsatellite-based, and IHC-based screening criteria do not individually detect all germline mutation carriers. These limitations support the use of multiple concurrent tests and the screening of all patients with newly diagnosed CRC. This approach is resource intensive but would increase detection of inherited and de novo germline mutations to guide family screening. Although CRC prognosis and prediction of 5-fluorouracil response are similar in both the Lynch and sporadic dMMR subgroups, these subgroups differ significantly with regard to the implications for family members. We recommend that new CRCs should be classified into sporadic MMR-proficient, sporadic dMMR, or Lynch dMMR subgroups. The concurrent use of MSI testing, MMR protein IHC, and BRAF c.1799T>A mutation analysis would detect almost all dMMR CRCs, would classify 94% of all new CRCs into these MMR subgroups, and would guide secondary molecular testing of the remainder. |
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