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Pearson DS, McEvoy DS, Murali MR, Dighe AS. Use of Clinical Decision Support to Improve the Laboratory Evaluation of Monoclonal Gammopathies. Am J Clin Pathol 2023; 159:192-204. [PMID: 36622340 DOI: 10.1093/ajcp/aqac151] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Accepted: 11/03/2022] [Indexed: 01/10/2023] Open
Abstract
OBJECTIVES There is considerable variation in ordering practices for the initial laboratory evaluation of monoclonal gammopathies (MGs) despite clear society guidelines to include serum free light chain (sFLC) testing. We assessed the ability of a clinical decision support (CDS) alert to improve guideline compliance and analyzed its clinical impact. METHODS We designed and deployed a targeted CDS alert to educate and prompt providers to order an sFLC assay when ordering serum protein electrophoresis (SPEP) testing. RESULTS The alert was highly effective at increasing the co-ordering of SPEP and sFLC testing. Preimplementation, 62.8% of all SPEP evaluations included sFLC testing, while nearly 90% of evaluations included an sFLC assay postimplementation. In patients with no prior sFLC testing, analysis of sFLC orders prompted by the alert led to the determination that 28.9% (800/2,769) of these patients had an abnormal κ/λ ratio. In 452 of these patients, the sFLC assay provided the only laboratory evidence of a monoclonal protein. Moreover, within this population, there were numerous instances of new diagnoses of multiple myeloma and other MGs. CONCLUSIONS The CDS alert increased compliance with society guidelines and improved the diagnostic evaluation of patients with suspected MGs.
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Affiliation(s)
- Daniel S Pearson
- Department of Pathology Medicine, Massachusetts General Hospital, Boston, MA, USA
| | | | - Mandakolathur R Murali
- Department of Pathology Medicine, Massachusetts General Hospital, Boston, MA, USA.,Medicine, Massachusetts General Hospital, Boston, MA, USAand
| | - Anand S Dighe
- Department of Pathology Medicine, Massachusetts General Hospital, Boston, MA, USA.,Massachuscetts General Brigham, Somerville, MA, USA
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Singh G, Bollag RJ, Savage NM. Engaging Pathology Residents in Clinical Chemistry: The Essential Ingredient Is a Committed Teacher. J Appl Lab Med 2020; 6:522-531. [PMID: 33674880 DOI: 10.1093/jalm/jfaa140] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2020] [Accepted: 07/28/2020] [Indexed: 12/13/2022]
Abstract
BACKGROUND Pathology residents are thought to show a lack of interest in clinical chemistry, therefore potentially graduating from training programs unprepared to function as laboratory directors and clinical consultants. METHODS A structured program of tutorials based primarily on Henry's textbook, supplemented by recent review articles; a question bank of about 600 questions to emphasize key concepts; requirement for performing and presenting quality improvement projects; participation in on-site CAP inspections; review of reference laboratory test requests; and involving residents in scholarly activity have resulted in sustained, transferable, and significant improvements in engagement, knowledge, competence, and examination scores. RESULTS The primary parameter for measuring change in resident competence and engagement were improvements in resident in-service examination (RISE) scores, publications in peer-reviewed journals, and receipt of awards. The revised program produced significant improvement in RISE scores in clinical chemistry, over and above the improvements in the general residency program. The residents were authors on 12 publications in peer-reviewed PubMed listed journals in the 5-year period since revision in the clinical chemistry curriculum compared to no publications in clinical chemistry in the 5-year period before the new curriculum. Over the past 2 years, 6 of the 11 publications by graduating residents were in clinical chemistry, and 6 of 7 awards for research were garnered by residents engaged in clinical chemistry investigations. All of the residents passed their clinical pathology boards on first attempt since the change compared to 2 failures in the prior 5-year period. CONCLUSIONS The structured program described here is important as a template that could be adopted by any pathology training program. The question bank developed by this program is a valuable and transferable aid. However, success of such a program is dependent on the commitment of a knowledgeable, dedicated, and passionate teacher.
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Affiliation(s)
- Gurmukh Singh
- Department of Pathology, Medical College of Georgia at Augusta University, Augusta, GA
| | - Roni J Bollag
- Department of Pathology, Medical College of Georgia at Augusta University, Augusta, GA
| | - Natasha M Savage
- Department of Pathology, Medical College of Georgia at Augusta University, Augusta, GA
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Singh G. Serum and Urine Protein Electrophoresis and Serum-Free Light Chain Assays in the Diagnosis and Monitoring of Monoclonal Gammopathies. J Appl Lab Med 2020; 5:1358-1371. [PMID: 33150391 DOI: 10.1093/jalm/jfaa153] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2020] [Accepted: 08/14/2020] [Indexed: 12/14/2022]
Abstract
BACKGROUND Laboratory methods for diagnosis and monitoring of monoclonal gammopathies have evolved to include serum and urine protein electrophoresis, immunofixation electrophoresis, capillary zone electrophoresis, and immunosubtraction, serum-free light chain assay, mass spectrometry, and newly described QUIET. CONTENT This review presents a critical appraisal of the test methods and reporting practices for the findings generated by the tests for monoclonal gammopathies. Recommendations for desirable practices to optimize test selection and provide value-added reports are presented. The shortcomings of the serum-free light chain assay are highlighted, and new assays for measuring monoclonal serum free light chains are addressed. SUMMARY The various assays for screening, diagnosis, and monitoring of monoclonal gammopathies should be used in an algorithmic approach to avoid unnecessary testing. Reporting of the test results should be tailored to the clinical context of each individual patient to add value. Caution is urged in the interpretation of results of serum-free light chain assay, kappa/lambda ratio, and myeloma defining conditions. The distortions in serum-free light chain assay and development of oligoclonal bands in patients' status post hematopoietic stem cell transplants is emphasized and the need to note the location of original monoclonal Ig is stressed. The need for developing criteria that consider the differences in the biology of kappa and lambda light chain associated lesions is stressed. A new method of measuring monoclonal serum-free light chains is introduced. Reference is also made to a newly defined entity of light chain predominant intact immunoglobulin monoclonal gammopathy. The utility of urine testing in the diagnosis and monitoring of light chain only lesions is emphasized.
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Affiliation(s)
- Gurmukh Singh
- Medical College of Georgia, Augusta University, Augusta, GA
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Chami N, Li Y, Weir S, Wright JG, Kantarevic J. Effect of Strict and Soft Policy Interventions on Laboratory Diagnostic Testing in Ontario, Canada: A Bayesian Structural Time Series Analysis. Health Policy 2020; 125:254-260. [PMID: 33358597 DOI: 10.1016/j.healthpol.2020.10.007] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2020] [Revised: 08/20/2020] [Accepted: 10/14/2020] [Indexed: 11/17/2022]
Abstract
Applications of behavioral economics targeted at optimizing laboratory utilization among physicians have been implemented in Ontario through different types of nonfinancial interventions. Strict policy interventions restrict Ontario Health Insurance Plan (OHIP) payment for tests to patients with specific conditions or limit ordering to particular physician specialties, while soft policy interventions involve modifications to the laboratory requisition form. This study evaluates the effectiveness of these interventions in terms of changing physician ordering behavior for eight tests that were subject to a strict or soft policy intervention during the study period. We use a Bayesian structural time series model applied to Ontario laboratory claims data for FY2006 through FY2017. Results show a 16-75% reduction in laboratory services with a strict policy intervention and an 8-36% reduction in laboratory services with a soft policy intervention. Although the overall magnitude of change was smaller for soft policy interventions, interventions designed with soft or strict policy mechanisms addressing laboratory utilization management are effective at influencing physicians' test ordering behavior.
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Affiliation(s)
- Nadine Chami
- Ontario Medical Association, Economics, Policy & Research Department, 150 Bloor St. W, Suite 900, Toronto, ON, M5S 3C1, Canada.
| | - Yin Li
- Ontario Medical Association, Economics, Policy & Research Department, 150 Bloor St. W, Suite 900, Toronto, ON, M5S 3C1, Canada.
| | - Sharada Weir
- Ontario Medical Association, Economics, Policy & Research Department, 150 Bloor St. W, Suite 900, Toronto, ON, M5S 3C1, Canada.
| | - James G Wright
- Ontario Medical Association, Economics, Policy & Research Department, 150 Bloor St. W, Suite 900, Toronto, ON, M5S 3C1, Canada.
| | - Jasmin Kantarevic
- Ontario Medical Association, Economics, Policy & Research Department, 150 Bloor St. W, Suite 900, Toronto, ON, M5S 3C1, Canada.
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Uljon SN, Simmons DP, Rudolf JW, Baron JM, Dutta S, McEvoy DS, Murali M, Dighe AS. Validation and Implementation of an Ordering Alert to Improve the Efficiency of Monoclonal Gammopathy Evaluation. Am J Clin Pathol 2020; 153:396-406. [PMID: 31776551 DOI: 10.1093/ajcp/aqz180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
OBJECTIVES To evaluate the use of a provider ordering alert to improve laboratory efficiency and reduce costs. METHODS We conducted a retrospective study to assess the use of an institutional reflex panel for monoclonal gammopathy evaluation. We then created a clinical decision support (CDS) alert to educate and encourage providers to change their less-efficient orders to the reflex panel. RESULTS Our retrospective analysis demonstrated that an institutional reflex panel could be safely substituted for a less-efficient and higher-cost panel. The implemented CDS alert resulted in 79% of providers changing their high-cost order panel to an order panel based on the reflex algorithm. CONCLUSIONS The validated decision support alert demonstrated high levels of provider acceptance and directly led to operational and cost savings within the laboratory. Furthermore, these studies highlight the value of laboratory involvement with CDS efforts to provide agile and targeted provider ordering assistance.
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Affiliation(s)
- Sacha N Uljon
- Departments of Pathology, Massachusetts General Hospital, Boston
| | - Daimon P Simmons
- Department of Pathology, Brigham and Women’s Hospital, Boston, MA
| | - Joseph W Rudolf
- Department of Laboratory Medicine and Pathology, University of Minnesota Medical School, Minneapolis
| | - Jason M Baron
- Departments of Pathology, Massachusetts General Hospital, Boston
| | - Sayon Dutta
- Departments of Pathology, Massachusetts General Hospital, Boston
- Emergency Medicine, Massachusetts General Hospital, Boston
| | | | | | - Anand S Dighe
- Departments of Pathology, Massachusetts General Hospital, Boston
- Partners HealthCare, Somerville, MA
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Lee WS, Singh G. Serum Free Light Chain Assay in Monoclonal Gammopathic Manifestations. Lab Med 2019; 50:381-389. [DOI: 10.1093/labmed/lmz007] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
Abstract
Background
Serum free light chain assay is used in the diagnosis and monitoring of monoclonal gammopathic manifestations. For the kappa (κ)/lambda (λ) ratio, there is a 36% false-positive rate in patients without monoclonal gammopathic manifestations and a 30% false-negative rate in patients with monoclonal gammopathic manifestations. This study was undertaken to address the higher false-negative rate in λ chain–associated monoclonal lesions.
Methods
Results of serum protein electrophoresis, serum immunofixation electrophoresis, and serum free light chain assays were reviewed retrospectively. The results for serum free light chains in cases of intact immunoglobulin monoclonal gammopathic manifestations only were analyzed.
Results
Concentrations of involved serum free light chains were significantly higher in κ chain–associated lesions than in λ chain–associated lesions. The concentration of uninvolved light chains was significantly higher in λ chain–associated lesions.
Conclusions
κ light chains are present in significantly greater abundance than are λ chains in their respective monoclonal lesions. Moreover, κ and λ light-chain levels are not comparable for similar quantitative levels of monoclonal immunoglobulins. The findings warrant a reconsideration of the role of serum free light chain concentrations and involved to uninvolved serum free light chain ratio in designation of myeloma-defining conditions and other diagnostic criteria based on serum free light chain assay.
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Affiliation(s)
- Won S Lee
- Department of Pathology, Medical College of Georgia at Augusta University, Augusta, GA
| | - Gurmukh Singh
- Department of Pathology, Medical College of Georgia at Augusta University, Augusta, GA
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Vyas SG, Singh G. Location of monoclonal peak as a tool in checking specimen integrity. Pract Lab Med 2017; 8:49-51. [PMID: 28856227 PMCID: PMC5575375 DOI: 10.1016/j.plabm.2017.04.005] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2016] [Accepted: 04/24/2017] [Indexed: 11/19/2022] Open
Abstract
OBJECTIVES Serum protein electrophoresis is a commonly used test in the diagnosis and follow-up of patients with monoclonal gammopathies. The practice of documenting the location of the peak may serve as delta check flags in SPEP samples. METHODS We report on the inconsistent finding on two tests performed about three months apart. The inconsistency was discovered due to recognition of the change in the location of the monoclonal immunoglobulin on protein electrophoresis. RESULTS Repeat testing with a third specimen revealed that the first test was run on a wrong specimen. CONCLUSION Recording the location of the monoclonal spike is recommended to serve as an additional "delta" check.
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Affiliation(s)
- Shikhar G. Vyas
- Resident in Pathology, Medical College of Georgia at Augusta University, 1120, 15th Street BI 2008A, Augusta, GA 30912, USA
- Corresponding author.
| | - Gurmukh Singh
- Shepeard Chair in Clinical Pathology, Department of Pathology, BI 2008A, Medical College of Georgia at Augusta University, 1120, 15th Street BI 2008A, Augusta, GA 30912, USA
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Singh G. Serum Free Light Chain Assay and κ/λ Ratio: Performance in Patients With Monoclonal Gammopathy-High False Negative Rate for κ/λ Ratio. J Clin Med Res 2016; 9:46-57. [PMID: 27924175 PMCID: PMC5127215 DOI: 10.14740/jocmr2802w] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/25/2016] [Indexed: 12/24/2022] Open
Abstract
Background Serum free light chain assay (SFLCA) and κ/λ ratio, and protein electrophoretic methods are used in the diagnosis and monitoring of monoclonal gammopathies. Methods Results for serum free light chains, serum and urine protein electrophoreses and immunofixation electrophoreses in 468 patients with a diagnosis of monoclonal gammopathy were compared. The results of the two methods were graded as concordant, non-concordant or discordant with the established diagnoses to assess the relative performance of the methods. Results of κ/λ ratio in samples with monoclonal protein detectable by electrophoretic methods were also analyzed. Results Protein electrophoreses results were concordant with the established diagnoses significantly more often than κ/λ ratio. The false negative rate for κ/λ ratio was higher than that for electrophoretic methods. κ/λ ratio was falsely negative in about 27% of the 1,860 samples with detectable monoclonal immunoglobulin. The false negative rate was higher in lesions with lambda chains (32%) than those with kappa chains (24%). The false negative rate for κ/λ ratio was over 55% in samples with monoclonal gammopathy of undetermined significance. Even at first encounter, the false negative rates for κ/λ ratios for monoclonal gammopathy of undetermined significance, smoldering myeloma and multiple myeloma were 66.98%, 23.08%, and 30.15%, respectively, with false negative rate for lambda chain lesions being higher. Conclusions Electrophoretic studies of serum and urine are superior to SFLCA and κ/λ ratio. Abnormal κ/λ ratio, per se, is not diagnostic of monoclonal gammopathy. A normal κ/λ ratio does not exclude monoclonal gammopathy. False negative rates for lesions with lambda chain are higher than those for lesions with kappa chains. Electrophoretic studies of urine are underutilized. Clinical usefulness and medical necessity of SFLCA and κ/λ ratio is of questionable value in routine clinical testing.
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Affiliation(s)
- Gurmukh Singh
- Department of Pathology, Division of Clinical Pathology, Medical College of Georgia at Augusta University, 1120 15th Street, BI 2008A, Augusta, GA 30912, USA.
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Singh G. Serum Free Light Chain Assay and κ/λ Ratio Performance in Patients Without Monoclonal Gammopathies: High False-Positive Rate. Am J Clin Pathol 2016; 146:207-14. [PMID: 27473738 DOI: 10.1093/ajcp/aqw099] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
OBJECTIVES Serum free light chain assay is a recommended screening test for monoclonal gammopathies. Anecdotal observations indicated a high rate of false-positive abnormal κ/λ ratios. This study was undertaken to ascertain the magnitude of the false-positive rate and factors contributing to the error rate. METHODS Results of serum protein electrophoresis, serum free light chains, and related tests, usually done for investigation of suspected monoclonal gammopathy, were reviewed retrospectively for 270 patients and 297 observations. RESULTS Using the conventional κ/λ ratio, 36.4% of the ratios were abnormal, in the absence of monoclonal gammopathy. When the renal κ/λ ratio was used, the rate of abnormal κ/λ ratios was 30.1%. In patients with a γ-globulin concentration of 1.6 g/dL or more, the usual κ/λ ratio was abnormal in 54.8% of the patients. Urine protein electrophoresis was used in 53 (19.6%) instances, whereas bone marrow examination was done in 65 (24.1%) cases. CONCLUSIONS Usual κ/λ ratio was abnormal in 36.4% of the observations in patients without evidence of monoclonal gammopathy, and an abnormal κ/λ ratio should not be used as the sole indicator for diagnosis of neoplastic proliferation of the lympho-plasmacytic system. Hypergammaglobulinemia is associated with a higher rate of false-positive abnormal κ/λ ratios. Examination of urine for monoclonal immunoglobulins may be underused, and recommendations by some to use serum free light chain assay in place of, rather than as an adjunct to, urine electrophoresis are not warranted.
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Affiliation(s)
- Gurmukh Singh
- From the Department of Pathology, Division of Clinical Pathology, Augusta University, Medical College of Georgia, Augusta.
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Heaton C, Vyas SG, Singh G. Audit of Use and Overuse of Serum Protein Immunofixation Electrophoresis and Serum Free Light Chain Assay in Tertiary Health Care: A Case for Algorithmic Testing to Optimize Laboratory Utilization. Am J Clin Pathol 2016; 145:531-7. [PMID: 27124940 DOI: 10.1093/ajcp/aqw026] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
OBJECTIVES Overuse of laboratory tests is a persistent issue. We examined the use and overuse of serum immunofixation electrophoresis and serum free light chain assays to develop an algorithm for optimizing utilization. METHODS A retrospective review of all tests, for investigation of monoclonal gammopathies, for all patients who had any of these tests done from April 24, 2014, through July 25, 2014, was carried out. The test orders were categorized as warranted or not warranted according to criteria presented in the article. RESULTS A total of 237 patients were tested, and their historical records included 1,503 episodes of testing for one or more of serum protein electrophoresis, serum immunofixation electrophoresis, and serum free light chain assays. Only 46% of the serum immunofixation and 42% serum free light chain assays were warranted. Proper utilization, at our institution alone, would have obviated $64,182.95/year in health care costs, reduced laboratory cost of reagent alone by $26,436.04/year, and put $21,904.92/year of part B reimbursement at risk. CONCLUSIONS Fewer than half of the serum immunofixation and serum free light chain assays added value. The proposed algorithm for testing should improve utilization. Risk to part B billing may be a disincentive to reducing test utilization.
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Affiliation(s)
- Christopher Heaton
- From the Department of Pathology, Division of Clinical Pathology, Georgia Regents University, Medical College of Georgia, Augusta
| | - Shikhar G Vyas
- From the Department of Pathology, Division of Clinical Pathology, Georgia Regents University, Medical College of Georgia, Augusta
| | - Gurmukh Singh
- From the Department of Pathology, Division of Clinical Pathology, Georgia Regents University, Medical College of Georgia, Augusta.
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