Toward standardization of insulin immunoassays
Open accessAbstract
Background: Measurement of circulating insulin may improve the classification and management of diabetes mellitus and assist in treating people with insulin resistance. Methods: A work group convened by the American Diabetes Association evaluated results for a panel of 39 single donor sera measured by 10 commercial insulin methods from 9 manufacturers against an isotope dilution–liquid chromatography/tandem mass spectrometry (IDMS) measurement procedure calibrated using purified recombinant insulin. We used a candidate primary (pure substance) reference material, pooled serum, and single donor sera to evaluate approaches to achieve improved agreement of results between the routine and reference measurement procedures. Results: Four of 10 methods had ≥95% of individual serum results within 32% of the IDMS concentrations. However, the bias vs IDMS was more than 15.5% for 7 of 10 methods in 36%–100% of individual samples. A purified recombinant insulin preparation used as a common calibrator did not improve harmonization of results among routine methods but was not used as instructed by all participants. Calibration using serum pools achieved bias <15.5% for nearly all results in the concentration range covered by the pools (>60 pmol/L). Calibration using a panel of individual sera was the most effective to improve harmonization of results over the full measuring range. Conclusions: Agreement among methods can be improved by establishing traceability to the IDMS procedure using a panel of native sera. Pooled sera may be useful as trueness control materials. The usefulness of the pure insulin primary reference material [candidate reference material for insulin (cRMI)] requires clarification of protocols used by manufacturers.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
An insulin standardization workgroup called for harmonization of insulin assay results through traceability to an isotope-dilution liquid chromatography-tandem mass spectrometry reference.
“Recently, an insulin standardization workgroup of the ADA, in conjunction with the National Institute of Diabetes and Digestive and Kidney Diseases, the CDC, and the European Association for the Study of Diabetes, called for harmonization of insulin assay results through traceability to an isotopedilution liquid chromatography-tandom mass spectrometry reference (373).”
From Guidelines and recommendations for laboratory analysis in the diagnosis and management of diabetes mellitus (2011) · cites this paper as [373]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
International Organization for Standardization (ISO)
Turner, B. (2003) · doi:10.1057/9780230271326_102 · Cited by 2,957 · see citing works
Service, F. J. (1995) · New England Journal of Medicine · doi:10.1056/nejm199504273321707 · Cited by 503 · see citing works
Creatinine Measurement: State of the Art in Accuracy and Interlaboratory Harmonization
Miller, W. G., Myers, G. L., Ashwood, E. R., Killeen, A. A., Wang, E., Thienpont, L. M., & Siekmann, L. (2005) · Archives of Pathology & Laboratory Medicine · doi:10.5858/2005-129-297-cmsota · Cited by 282 · see citing works
Self-citationReport of the American Diabetes Association's Task Force on Standardization of the Insulin Assay
Robbins, D. C., Andersen, L., Bowsher, R., Chance, R., Dinesen, B., Frank, B., Gingerich, R., Goldstein, D., Widemeyer, H.-M., Haffner, S., et al. (1996) · Diabetes · doi:10.2337/diab.45.2.242 · Cited by 179 · see citing works
Comparison of 11 Human Insulin Assays: Implications for Clinical Investigation and Research
Manley, S. E., STRATTON, I. M., CLARK, P. M. S., & Luzio, S. D. (2007) · Clinical Chemistry · doi:10.1373/clinchem.2006.077784 · Cited by 172 · see citing works
Self-citationStandardization of insulin immunoassays: report of the American Diabetes Association Workgroup
Marcovina, S., Bowsher, R. R., Miller, W. G., Staten, M., Myers, G., Caudill, S. P., Campbell, S. E., Steffes, M. W., & Workgroup, F. T. I. S. (2007) · Clinical Chemistry · doi:10.1373/clinchem.2006.082214 · Cited by 136 · see citing works
Self-citationSapin, R., Galudec, V. L., Gasser, F., Pinget, M., & Grucker, D. (2001) · Clinical Chemistry · doi:10.1093/clinchem/47.3.602 · Cited by 95 · see citing works
Cabaleiro, D. R., Uytfanghe, K. V., Stove, V. V., Fiers, T., & Thienpont, L. M. (2007) · Clinical Chemistry · doi:10.1373/clinchem.2007.088393 · Cited by 53 · see citing works
Self-citationUytfanghe, K. V., Cabaleiro, D. R., Stöckl, D., & Thienpont, L. M. (2007) · Rapid Communications in Mass Spectrometry · doi:10.1002/rcm.2889 · Cited by 42 · see citing works
Self-citationPreanalytical, Analytical, and Computational Factors Affect Homeostasis Model Assessment Estimates
Manley, S. E., Luzio, S. D., STRATTON, I. M., Wallace, T. M., & CLARK, P. M. S. (2008) · Diabetes Care · doi:10.2337/dc08-0097 · Cited by 39 · see citing works
Self-citationComparison of measurement methods based on a model for the error structure
Nilsson, G. (1991) · Journal of Chemometrics · doi:10.1002/cem.1180050605 · Cited by 10 · see citing works
Self-citation
Flagged first, then by citations
Cited by
Sorted by citations
Sacks, D. B., Arnold, M., Bakris, G. L., Bruns, D. E., Horvath, A. R., Kirkman, M. S., Lernmark, A., Metzger, B. E., & Nathan, D. M. (2011) · Clinical Chemistry · doi:10.1373/clinchem.2010.161596 · Cited by 1,360 · see citing works
“Recently, an insulin standardization workgroup of the ADA, in conjunction with the National Institute of Diabetes and Digestive and Kidney Diseases, the CDC, and the European Association for the Study of Diabetes, called for harmonization of insulin assay results through traceability to an isotopedilution liquid chrom…”
Sacks, D. B., Arnold, M., Bakris, G. L., Bruns, D. E., Horvath, A. R., Kirkman, M. S., Lernmark, A., Metzger, B. E., & Nathan, D. M. (2011) · Diabetes Care · doi:10.2337/dc11-9998 · Cited by 718 · see citing works
“Recently, an insulin standardization workgroup of the ADA, in conjunction with the National Institute of Diabetes and Digestive and Kidney Diseases, the CDC, and the European Association for the Study of Diabetes, called for harmonization of insulin assay results through traceability to an isotopedilution liquid chrom…”
Lim, J., Kim, J., Koo, S. H., & Kwon, G. C. (2019) · PLoS ONE · doi:10.1371/journal.pone.0212963 · Cited by 463 · see citing works
Proficiency Testing/External Quality Assessment: Current Challenges and Future Directions
Miller, W. G., Jones, G. R. D., Horowitz, G. L., & Weykamp, C. W. (2011) · Clinical Chemistry · doi:10.1373/clinchem.2011.168641 · Cited by 344 · see citing works
Self-citationSacks, D. B., Arnold, M., Bakris, G. L., Bruns, D. E., Horvath, A. R., Lernmark, Å., Metzger, B. E., Nathan, D. M., & Kirkman, M. S. (2023) · Diabetes Care · doi:10.2337/dci23-0036 · Cited by 351 · see citing works
“Recently, an insulin standardization workgroup of the ADA, in conjunction with the National Institute of Diabetes and Digestive and Kidney Diseases, the CDC, and the European Association for the Study of Diabetes, called for harmonization of insulin assay results through traceability to an isotopedilution liquid chrom…”
How can we measure insulin sensitivity/resistance?
Antuna-Puente, B., Disse, E., RABASA-LHORET, R. P. R., Laville, M., Capeau, J., & Bastard, J. (2011) · Diabetes & Metabolism · doi:10.1016/j.diabet.2011.01.002 · Cited by 253 · see citing works
Roadmap for Harmonization of Clinical Laboratory Measurement Procedures
Miller, W. G., Myers, G. L., Gantzer, M. L., Kahn, S. E., Schönbrunner, E. R., Thienpont, L. M., Bunk, D. M., Christenson, R. H., Eckfeldt, J. H., Lo, S. F., et al. (2011) · Clinical Chemistry · doi:10.1373/clinchem.2011.164012 · Cited by 213 · see citing works
Self-citationHarmonization in laboratory medicine: the complete picture
Plebani, M. (2013) · Clinical Chemistry and Laboratory Medicine (CCLM) · doi:10.1515/cclm-2013-0075 · Cited by 174 · see citing works
“This applies in particular to immunoassays, relevant examples being thyroid function tests [ 31 – 33 ], insulin [ 34 ], PTH [ 35 ] and the growth hormone [ 36 ].”
BackgroundLee, J., Kim, B., Kim, W., Ahn, C., Choi, H. Y., Kim, J. G., Kim, J., Shin, H., Kang, J. G., & Moon, S. (2021) · Scientific Reports · doi:10.1038/s41598-021-82053-2 · Cited by 156 · see citing works
Sacks, D. B., Arnold, M. A., Bakris, G. L., Bruns, D. E., Horvath, A. R., Lernmark, Å., Metzger, B. E., Nathan, D. M., & Kirkman, M. S. (2023) · Clinical Chemistry · doi:10.1093/clinchem/hvad080 · Cited by 157 · see citing works
“Recently, an insulin standardization workgroup of the ADA, in conjunction with the National Institute of Diabetes and Digestive and Kidney Diseases, the CDC, and the European Association for the Study of Diabetes, called for harmonization of insulin assay results through traceability to an isotopedilution liquid chrom…”
Nilsson, G., Budd, J. R., Greenberg, N. L., Delatour, V., Rej, R., Panteghini, M., Ceriotti, F., Schimmel, H. G., Weykamp, C. W., Keller, T., et al. (2018) · Clinical Chemistry · doi:10.1373/clinchem.2017.277541 · Cited by 136 · see citing works
“Miller et al. (5) suggested to estimate the influence of possible position effects by performing a second run with the CSs in a randomized order in relation to the first run.”
Self-citationImproving the Measurement of Serum Thyroglobulin With Mass Spectrometry
Hoofnagle, A. N., & Roth, M. Y. (2013) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2012-4172 · Cited by 116 · see citing works
Vesper, H. W., Myers, G. L., & Miller, W. G. (2016) · American Journal of Clinical Nutrition · doi:10.3945/ajcn.115.110387 · Cited by 112 · see citing works
Self-citationMeta‐analysis: insulin resistance and sustained virological response in hepatitis C
Eslam, M., Aparcero, R., Kawaguchi, T., Campo, J. A. D., Sata, M., Khattab, M. A., & Romero‐Gómez, M. (2011) · Alimentary Pharmacology & Therapeutics · doi:10.1111/j.1365-2036.2011.04716.x · Cited by 107 · see citing works
Cox, H. D., Lopes, F., Woldemariam, G. A., Becker, J. O., Parkin, M. C., Thomas, A., Butch, A. W., Cowan, D., Thevis, M., Bowers, L. D., et al. (2013) · Clinical Chemistry · doi:10.1373/clinchem.2013.208538 · Cited by 107 · see citing works
Staten, M. A., Stern, M. P., Miller, W. G., Steffes, M. W., Campbell, S. E., & Workgroup, F. T. I. S. (2010) · Diabetes Care · doi:10.2337/dc09-1206 · Cited by 102 · see citing works
Self-citationA Novel Fasting Blood Test for Insulin Resistance and Prediabetes
Cobb, J. E., Gall, W., Adam, K., Nakhle, P. J., Button, E., Hathorn, J., Lawton, K. A., Milburn, M. V., Périchon, R., Mitchell, M. W., et al. (2013) · Journal of Diabetes Science and Technology · doi:10.1177/193229681300700112 · Cited by 100 · see citing works
Chen, Z., Caulfield, M. P., McPhaul, M. J., Reitz, R. E., Taylor, S. W., & Clarke, N. J. (2013) · Clinical Chemistry · doi:10.1373/clinchem.2012.199794 · Cited by 95 · see citing works
“In addition, the requirement that proinsulin not be recognized by the immunoassays is also fulfilled by the selectivity of the SRM-based quantification method (19).”
MethodChiang, J., Lai, N., Chang, J., & Koo, M. (2011) · Cardiovascular Diabetology · doi:10.1186/1475-2840-10-93 · Cited by 89 · see citing works
Critical comparison of MS and immunoassays for the bioanalysis of therapeutic antibodies.
Ezan, E., & Bitsch, F. (2009) · Bioanalysis · doi:10.4155/bio.09.121 · Cited by 90 · see citing works
Miller, W. G., & Myers, G. L. (2013) · Clinical Chemistry · doi:10.1373/clinchem.2013.208785 · Cited by 80 · see citing works
Self-citationComparison of insulin resistance-associated parameters in US adults: a cross-sectional study
Yan, S., Wang, D., & Jia, Y. (2023) · HORMONES · doi:10.1007/s42000-023-00448-4 · Cited by 71 · see citing works
“On the other hand, HOMA-IR is still not readily available in many general laboratories and lacks uniform standard values [14].”
BackgroundYi, K. H., Hwang, J. S., Kim, E. Y., Lee, S. H., Kim, D. H., & Lim, J. S. (2013) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2013.10.021 · Cited by 70 · see citing works
Harmonization of immunoassays for biomarkers in diabetes mellitus
Hörber, S., Achenbach, P., Schleicher, E. D., & Peter, A. (2019) · Biotechnology Advances · doi:10.1016/j.biotechadv.2019.02.015 · Cited by 71 · see citing works
Ultrasensitive ELISA Developed for Diagnosis
Iha, K., Inada, M., Kawada, N., Nakaishi, K., Watabe, S., Tan, Y. H., Shen, C., Ke, L., Yoshimura, T., & Ito, E. (2019) · Diagnostics · doi:10.3390/diagnostics9030078 · Cited by 67 · see citing works
Yeh, W.-C., Tsao, Y.-C., Li, W.-C., Tzeng, I., Chen, L.-S., & Chen, J. (2019) · Lipids in Health and Disease · doi:10.1186/s12944-019-1123-3 · Cited by 67 · see citing works
Towards Point-of-Care Insulin Detection
Soffe, R., Nock, V., & Chase, J. G. (2018) · ACS Sensors · doi:10.1021/acssensors.8b01253 · Cited by 67 · see citing works
Amino Acids, Peptides, and Proteins
Dietzen, D. J. (2018) · Principles and Applications of Molecular Diagnostics · doi:10.1016/b978-0-12-816061-9.00013-8 · Cited by 82 · see citing works
Insulin resistance in obesity can be reliably identified from fasting plasma insulin
ter Horst, K. W., Gilijamse, P. W., Koopman, K. E., de Weijer, B. A., Brands, M., Kootte, R. S., Romijn, J. A., Ackermans, M. T., Nieuwdorp, M., Soeters, M. R., et al. (2015) · International Journal of Obesity · doi:10.1038/ijo.2015.125 · Cited by 65 · see citing works
Determination of insulin for the diagnosis of hyperinsulinemic hypoglycemia
De León, D. D., & Stanley, C. A. (2013) · Best Practice & Research Clinical Endocrinology & Metabolism · doi:10.1016/j.beem.2013.06.005 · Cited by 63 · see citing works
“Nevertheless, a complete reference system in conformance with International Organization for Standardization requirements is yet to be established for insulin (13).”
MethodEstimation of insulin sensitivity in children: methods, measures and controversies
Brown, R. J., & Yanovski, J. (2014) · Pediatric Diabetes · doi:10.1111/pedi.12146 · Cited by 65 · see citing works
“The standards used for insulin assay calibration also may vary among assays (6).”
Li, Y., Zheng, R., Li, J., Feng, S., Wang, L., & Huang, Z. (2020) · Lipids in Health and Disease · doi:10.1186/s12944-020-01409-1 · Cited by 56 · see citing works
Heurtault, B., Reix, N., Meyer, N., Gasser, F., Wendling, M.-J., Ratomponirina, C., Jeandidier, N., Sapin, R., & Agin, A. (2013) · Clinical Chemistry and Laboratory Medicine (CCLM) · doi:10.1515/cclm-2013-0427 · Cited by 54 · see citing works
“Matrix effects in combination with the fact that insulin assays are still calling for standardisation can explain this result [4, 24].”
BackgroundPostprandial glycaemic response: how is it influenced by characteristics of cereal products?
Meynier, A., Goux, A., Atkinson, F. S., Brack, O., & Vinoy, S. (2015) · British Journal Of Nutrition · doi:10.1017/s0007114515001270 · Cited by 52 · see citing works
“However, as noted by others, we found that the type of kit used for the insulin analyses significantly impacted the results, and we emphasise the need to standardise the kits for insulin detection analysis to confirm that the lower glycaemic responses obtained are not followed by an excessively high insulin response((…”
BackgroundResultEarly diagnosis with ultrasensitive ELISA
Ito, E., Iha, K., Yoshimura, T., Nakaishi, K., & Watabe, S. (2020) · Advances in clinical chemistry · doi:10.1016/bs.acc.2020.06.002 · Cited by 52 · see citing works
Song, K., Park, G., Lee, H. S., Lee, M., Lee, H. I., Choi, H. S., Suh, J., Kwon, A., Kim, H.-S., & Chae, H. W. (2021) · The Journal of Pediatrics · doi:10.1016/j.jpeds.2021.11.042 · Cited by 51 · see citing works
EDTA Improves Stability of Whole Blood C-Peptide and Insulin to Over 24 Hours at Room Temperature
McDonald, T. J., Perry, M. H., Peake, R. W. A., Pullan, N. J., O’Connor, J., Shields, B. M., Knight, B. A., & Hattersley, A. T. (2012) · PLoS ONE · doi:10.1371/journal.pone.0042084 · Cited by 49 · see citing works
“Working groups have been set up to address the widely disparate values between analytical methods for both C-peptide and insulin to improve standardisation [17,19,20,21].”
MethodPrediction of Insulin Resistance by Modified Triglyceride Glucose Indices in Youth
Song, K., Park, G., Lee, H. S., Choi, Y., Oh, J. S., Choi, H. S., Suh, J., Kwon, A., Kim, H.-S., & Chae, H. W. (2021) · Life · doi:10.3390/life11040286 · Cited by 48 · see citing works
“However, insulin measurement is not a routine test in the clinical setting and has standardization problems [11].”
BackgroundAnalytical and biosensing platforms for insulin: A review
Luong, A. D., Roy, I., Malhotra, B. D., & Luong, J. H. T. (2021) · Sensors and Actuators Reports · doi:10.1016/j.snr.2021.100028 · Cited by 44 · see citing works
Stöckl, D., Uytfanghe, K. V., Aelst, S. V., & Thienpont, L. M. (2014) · Clinical Chemistry and Laboratory Medicine (CCLM) · doi:10.1515/cclm-2013-1038 · Cited by 40 · see citing works
“In 2010 the AACC started an initiative to prominently promote harmonization of measurands for which no generally accepted reference measurement procedures (RMPs) exist or are under development [1, 2].”
InfluentialSelf-citationDistribution of HOMA-IR in a population-based cohort and proposal for reference intervals
Matli, B., Schulz, A., Koeck, T., Falter, T., Lotz, J., Rossmann, H., Pfeiffer, N., Beutel, M. E., Münzel, T. F., Strauch, K., et al. (2021) · Clinical Chemistry and Laboratory Medicine (CCLM) · doi:10.1515/cclm-2021-0643 · Cited by 37 · see citing works
Church, D., Cardoso, L., Bradbury, S., Clarke, C., Stears, A. J., Dover, A. R., Halsall, D. J., & Semple, R. K. (2016) · Clinical Endocrinology · doi:10.1111/cen.13179 · Cited by 37 · see citing works
Ji, B., Qu, H., Wang, H., Wei, H., & Deng, H. (2016) · Acta Diabetologica · doi:10.1007/s00592-016-0878-5 · Cited by 35 · see citing works
Glycemic Index and Insulinemic Index of Foods: An Interlaboratory Study Using the ISO 2010 Method
Wolever, T. M. S., Meynier, A., Jenkins, A. L., Brand-Miller, J. C., Atkinson, F. S., Gendre, D., Leuillet, S., Cazaubiel, M., Housez, B., & Vinoy, S. (2019) · Nutrients · doi:10.3390/nu11092218 · Cited by 37 · see citing works
Kim, H. S., Cho, Y. K., Kim, E. H., Lee, M. J., Jung, C. H., Park, J., Kim, H., & Lee, W. J. (2021) · Journal of Clinical Medicine · doi:10.3390/jcm11010041 · Cited by 35 · see citing works
Miller, W. G., Budd, J. R., Greenberg, N. L., Weykamp, C. W., Althaus, H., Schimmel, H. G., Panteghini, M., Delatour, V., Ceriotti, F., Keller, T., et al. (2020) · Clinical Chemistry · doi:10.1093/clinchem/hvaa048 · Cited by 34 · see citing works
Self-citationBazyar, H., Javid, A. Z., Masoudi, M. R., Haidari, F., Heidari, Z., Hajializadeh, S., Aghamohammadi, V., & Vajdi, M. (2024) · Scientific Reports · doi:10.1038/s41598-024-59659-3 · Cited by 33 · see citing works
Cross-reactivity of insulin analogues with three insulin assays
Dayaldasani, A., Rodríguez-Espinosa, M., Sánchez, P. O., & Valero, V. (2014) · Annals of Clinical Biochemistry International Journal of Laboratory Medicine · doi:10.1177/0004563214551613 · Cited by 32 · see citing works
Measurement comparability of insulin assays using conventional immunoassay kits
Rosli, N., Kwon, H., Lim, J., Yoon, Y. A., & Jeong, J. (2022) · Journal of Clinical Laboratory Analysis · doi:10.1002/jcla.24521 · Cited by 30 · see citing works
Assay-dependent variability of serum insulin concentrations: a comparison of eight assays
Tohidi, M., Arbab, P., & Ghasemi, A. (2017) · Scandinavian Journal of Clinical and Laboratory Investigation · doi:10.1080/00365513.2016.1278260 · Cited by 29 · see citing works
“Insulin measurement however improves the classification and management of diabetes mellitus and helps in treating subjects with insulin resistance [3].”
BackgroundMyers, G. L., & Miller, W. G. (2018) · Clinical Chemistry and Laboratory Medicine (CCLM) · doi:10.1515/cclm-2017-0907 · Cited by 27 · see citing works
Self-citationPediatric Obesity and Cardiometabolic Disorders: Risk Factors and Biomarkers.
Levy, E. H., Saenger, A. K., Steffes, M. W., & DELVIN, E. E. (2017) · Europe PMC (PubMed Central) · Cited by 26 · see citing works
Self-citationStandardization of hormone determinations
Stenman, U. (2013) · Best Practice & Research Clinical Endocrinology & Metabolism · doi:10.1016/j.beem.2013.10.007 · Cited by 26 · see citing works
“possible also for determination of relatively large peptide hormones like hepcidin [38] and insulin [3].”
BackgroundMethodComparison of two methods for measurement of equine insulin
Banse, H. E., McCann, J. P., Yang, F., Wagg, C. R., & McFarlane, D. (2014) · Journal of Veterinary Diagnostic Investigation · doi:10.1177/1040638714536560 · Cited by 25 · see citing works
Validation of an enzyme‐linked immunosorbent assay for measurement of feline serum insulin
Strage, E. M., Holst, B. S., Nilsson, G., Jones, B. E., & Lilliehöök, I. E. (2012) · Veterinary Clinical Pathology · doi:10.1111/j.1939-165x.2012.00476.x · Cited by 25 · see citing works
Self-citationIto, E., Kaneda, M., Kodama, H., Morikawa, M., Tai, M., Aoki, K., Watabe, S., Nakaishi, K., Hashida, S., Tada, S., et al. (2015) · BioTechniques · doi:10.2144/000114355 · Cited by 23 · see citing works
Reference intervals for C-peptide and insulin derived from a general adult Danish population
Larsen, P. B., Linneberg, A. R., Hansen, T. F., & Friis-Hansen, L. J. (2016) · Clinical Biochemistry · doi:10.1016/j.clinbiochem.2016.12.004 · Cited by 22 · see citing works
Somatostatin Containing δ-Cell Number Is Reduced in Type-2 Diabetes
Kothegala, L., MIRANDA, C. A., Singh, M., Krieger, J.-P., & Gandasi, N. R. (2023) · International Journal of Molecular Sciences · doi:10.3390/ijms24043449 · Cited by 21 · see citing works
“This changed a few years later with efficient ELISA assays available for the measurement of insulin [13] and glucagon [14,15] respectively.”
Martin, R. M., Patel, R., Zinovik, A., Kramer, M. S., Oken, E., Vilchuck, K., Bogdanovich, N., Sergeichick, N., Gunnarsson, R., Grufman, L., et al. (2012) · PLoS ONE · doi:10.1371/journal.pone.0046752 · Cited by 22 · see citing works
“[37] This kit was modified by Mercodia, in collaboration with the PROBIT study investigators, to produce a Mercodia Blood Spot Insulin ELISA kit, using the same antibodies as in the Human Insulin ELISA kit (catalogue number: 10-1113-01).”
MethodHoucke, S. K. V., Aelst, S. V., Uytfanghe, K. V., & Thienpont, L. M. (2012) · Clinical Chemistry and Laboratory Medicine (CCLM) · doi:10.1515/cclm-2012-0661 · Cited by 19 · see citing works
“We applied PCA to existing data from a split-sample method comparison study between immunoassays and an isotope dilution-mass spectrometry (ID-MS)-based candidate SI-traceable reference measurement procedure for serum or plasma insulin [ 7 , 8 ].”
MethodSelf-citationAmino Acids, Peptides, and Proteins
Hortin, G. (2012) · Elsevier eBooks · doi:10.1016/b978-1-4160-6164-9.00021-4 · Cited by 10 · see citing works
Insulin resistance and sustained virological response in hepatitis C: from bench to bedside
Romero‐Gómez, M. (2010) · Liver International · doi:10.1111/j.1478-3231.2010.02365.x · Cited by 17 · see citing works
The importance of reference materials in doping-control analysis
Mackay, L. G., & Kazlauskas, R. (2011) · Analytical and Bioanalytical Chemistry · doi:10.1007/s00216-011-5049-5 · Cited by 14 · see citing works
Insights in Regulated Bioanalysis of Human Insulin and Insulin Analogs by Immunoanalytical Methods
Bowsher, R. R., & Nowatzke, W. L. (2011) · Bioanalysis · doi:10.4155/bio.11.50 · Cited by 14 · see citing works
Zhou, W., Deng, Y., Zhao, H., & Zhang, C. (2022) · Annals of Laboratory Medicine · doi:10.3343/alm.2022.42.4.428 · Cited by 12 · see citing works
“To verify whether the poor comparability between laboratories remains linked to the calibrators of measurement systems, as reported previously [6, 13, 14], low- and high-level serum samples were used to recalibrate results from different measurement systems, and the results before and after recalibration were compared.”
MethodResultTandem Mass Spectrometry in Hormone Measurement
Field, H. P. (2013) · Methods in molecular biology · doi:10.1007/978-1-62703-616-0_4 · Cited by 12 · see citing works
The role of insulin resistance in HIV/hepatitis C virus-coinfected patients
Eslam, M., López-Cortés, L. F., & Romero‐Gómez, M. (2011) · Current Opinion in HIV and AIDS · doi:10.1097/coh.0b013e32834bd21d · Cited by 11 · see citing works
Harmonisation of Measurement Procedures: how do we get it done?
Gantzer, M. L., & Miller, W. G. (2012) · Europe PMC (PubMed Central) · Cited by 11 · see citing works
Self-citationCampo, J. A. D., López, R. A., & Romero‐Gómez, M. (2010) · Digestive Diseases · doi:10.1159/000282104 · Cited by 11 · see citing works
“Steatosis, obesity, insulin resistance, high levels of GGT and age are closely related and often overlap in metabolic situations, which means any of them can emerge as an independent variable and displace others. Moreover, insulin resistance is assessed by the calculation of the HOMA index, an indirect method calculat…”
Brogan, R. J., Rooyackers, O., Phillips, B. E., Twelkmeyer, B., Ross, L. M., Atherton, P. J., Kraus, W. E., Timmons, J. A., & Gallagher, I. J. (2025) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/clinem/dgaf285 · Cited by 10 · see citing works
Carbohydrates, Insulin Secretion, and “Precision Nutrition”
Ludwig, D. S., Ebbeling, C. B., & Rimm, E. B. (2022) · Diabetes Care · doi:10.2337/dci22-0009 · Cited by 10 · see citing works
Staten, M. A., Miller, W. G., Bowsher, R. R., Steffes, M. W., & Workgroup, F. T. I. S. (2010) · Diabetes Care · doi:10.2337/dc10-0478 · Cited by 10 · see citing works
Self-citationChen, J., Chen, Y.-H., Lee, Y.-C., & Tsou, M.-T. (2022) · Frontiers in Medicine · doi:10.3389/fmed.2022.813222 · Cited by 8 · see citing works
“The lack of standardized insulin assays has limited the clinical utility of HOMA-IR, although it has been widely used in the study of metabolic syndrome (9).”
MethodChallenges for the endocrine laboratory in critical illness.
Clark, P., & Gordon, K. (2011) · Best practice & research. Clinical endocrinology & metabolism · doi:10.1016/j.beem.2011.04.010 · Cited by 8 · see citing works
Self-citationDetection of C-Peptide in Urine as a Measure of Ongoing Beta Cell Function
McDonald, T. J., & Perry, M. H. (2016) · Methods in molecular biology · doi:10.1007/7651_2016_330 · Cited by 8 · see citing works
“The groups are combining efforts to improve standardization with the aim of establishing a complete reference measurement system and certified primary reference materials based on pure biosynthetic insulin and C-peptide [42].”
BackgroundSacks, D. B. (2012) · Tietz Textbook of Clinical Chemistry and Molecular Diagnostics · doi:10.1016/b978-1-4160-6164-9.00046-9 · Cited by 7 · see citing works
Itoh, Y., Ichihara, K., Kishi, K., Hosogaya, S., & Yamada, T. (2011) · Clinica Chimica Acta · doi:10.1016/j.cca.2011.09.016 · Cited by 6 · see citing works
“Discussion Several attempts have been so far made for the global standardization of major serum proteins [23-25].”
BackgroundThe current status of serum insulin measurements and the need for standardization
Rohlfing, C. L., Petroski, G. F., Hatten-Beck, M., Hanson, S. E., Hoofnagle, A. N., Little, R. R., & Kabytaev, K. (2025) · Clinical Chemistry and Laboratory Medicine (CCLM) · doi:10.1515/cclm-2025-0552 · Cited by 6 · see citing works
Insights into insulin analog cross-reactivity: a comparative study of Siemens Atellica and LC-MS/MS
Li, J., Hatten-Beck, M., Lee, J. K. Y., & Hoofnagle, A. N. (2024) · Endocrine · doi:10.1007/s12020-024-03970-6 · Cited by 5 · see citing works
“Efforts to standardize insulin assays have yielded inconsistent results [12], prompting calls for harmonization through traceability to a reference standard which is liquid chromatography – tandem mass spectrometry [13].”
Ramaswamy, S. G., Nayak, V. G., Jha, S. K., Hegde, V., Waichale, V. S., Melarkode, R., Chirmule, N. B., Rao, A., & Sengupta, N. (2017) · Bioanalysis · doi:10.4155/bio-2017-0020 · Cited by 5 · see citing works
Cosma, C., Padoan, A., Clerico, A., & Plebani, M. (2019) · Clinica Chimica Acta · doi:10.1016/j.cca.2019.04.057 · Cited by 5 · see citing works
Pitfalls in hormone determinations
Stenman, U. (2013) · Best Practice & Research Clinical Endocrinology & Metabolism · doi:10.1016/j.beem.2013.08.001 · Cited by 5 · see citing works
Pitfalls in hormone determinations
Stenman, U. (2013) · Best Practice & Research Clinical Endocrinology & Metabolism · doi:10.1016/j.beem.2013.10.006 · Cited by 5 · see citing works
Standardization of insulin and C-peptide – A status report
Uytfanghe, K. V., & Thienpont, L. M. (2010) · Médecine Nucléaire · doi:10.1016/j.mednuc.2010.07.005 · Cited by 4 · see citing works
Self-citationCastleberry, T. J., Irvine, C. J., Deemer, S. E., Brisebois, M. F., Gordon, R. A., Oldham, M., Duplanty, A. A., & Ben‐Ezra, V. (2019) · European Journal of Applied Physiology · doi:10.1007/s00421-019-04148-z · Cited by 4 · see citing works
Doğan, H. O. (2017) · Cumhuriyet Tıp Dergisi/Cumhuriyet Üniversitesi Tıp Fakültesi dergisi · doi:10.7197/223.v39i29491.316368 · Cited by 3 · see citing works
Liu, H., Han, Y., Wang, H., Zhang, Y., Liu, C., & Liang, M. (2025) · Analytical and Bioanalytical Chemistry · doi:10.1007/s00216-025-05900-5 · Cited by 3 · see citing works
“The electrospray ionization ID-MS procedure has been reported, but the imprecision and sensitivity were unsatisfactory [14–16].”
Surrogate Measures of Insulin Resistance in Middle-aged Non-diabetic Subjects
Csép, K. (2013) · Acta Marisiensis. Seria Medica · doi:10.2478/amma-2013-0064 · Cited by 3 · see citing works
Prevalence and complications of obesity and overweight among Algerian adolescents
Benmohammed, K., Valensi, P. E., Nguyen, M. T., Benmohammed, F., & Lezzar, A. (2018) · Mediterranean Journal of Nutrition and Metabolism · doi:10.3233/mnm-17173 · Cited by 3 · see citing works
Wu, J., Huang, J., Hong, M., Li, X., Lin, Y., Chen, Y., Zou, J., Huang, S., Chen, Y., & Huang, X. (2024) · Medicine · doi:10.1097/md.0000000000040006 · Cited by 2 · see citing works
“[11] Considering these limitations, the scientific community has diligently explored simpler, more precise, and practical surrogate markers of insulin resistance derived from various conventional peripheral blood biochemical indicators.”
BackgroundApplication of serum pools in insulin harmonization: Commutability and stability
Deng, Y., Zhang, C., Wang, J., Zeng, J., Zhang, J., Zhang, T., Zhao, H., Li, M., Zhao, Y. W., Gan, W., et al. (2023) · Annals of Clinical Biochemistry International Journal of Laboratory Medicine · doi:10.1177/00045632231159291 · Cited by 2 · see citing works
Challenges in Endocrinology Testing
Bazydlo, L. A. L., Harris, N., & Winter, W. E. (2013) · Elsevier eBooks · doi:10.1016/b978-0-12-415783-5.00011-6 · Cited by 2 · see citing works
Translation: Roadmap for Harmonization of Clinical Laboratory Measurement Procedures
Miller, W. G., Myers, G. L., Gantzer, M. L., Kahn, S. E., Schönbrunner, E. R., Thienpont, L. M., Bunk, D. M., Christenson, R. H., Eckfeldt, J. H., Lo, S. F., et al. (2011) · Laboratory Medicine Online · doi:10.3343/lmo.2012.2.1.1 · Cited by 2 · see citing works
Self-citationConsequences of Insufficient Selectivity in Quantitative and Qualitative Chemical Analysis
Larsson, M., & Nilsson, G. (2023) · Journal of Analytical Sciences Methods and Instrumentation · doi:10.4236/jasmi.2023.132002 · Cited by 2 · see citing works
Self-citationHepatitis C y síndrome metabólico
López, R. A., Campo, J. A. D., & Romero‐Gómez, M. (2010) · Gastroenterología y Hepatología · doi:10.1016/j.gastrohep.2009.12.008 · Cited by 1 · see citing works
Ganeva, S., Rayanova, G. H., Todorova, K. N., Lukanov, T. H., & Blazheva, S. O. (2021) · Journal of Biomedical and Clinical Research · doi:10.2478/jbcr-2021-0012 · Cited by 1 · see citing works
Challenges in endocrinology testing
Jacobsen, L. M., Bazydlo, L. A. L., Harris, N., & Winter, W. E. (2019) · Elsevier eBooks · doi:10.1016/b978-0-12-813776-5.00011-x · Cited by 1 · see citing works
Richter, L. R., Albert, B. I., Zhang, L., Ostropolets, A., Zitsman, J. L., Fennoy, I., Albers, D. J., & Hripcsak, G. M. (2022) · Frontiers in Physiology · doi:10.3389/fphys.2022.923704 · Cited by 1 · see citing works
“relatively costly and lack of standardization makes their interpretation less straightforward (Manley et al., 2007; Little et al., 2008; Miller et al., 2009; Tohidi et al., 2017).”
BackgroundInsulin-like growth factor-I in the domestic cat
Strage, E. M. (2015) · Epsilon Open Archive (Sveriges lantbruksuniversitet biblioteket (Swedish University of Agricultural Sciences))
High Serum Insulin Level in Neonatal Hypoglycemia: A False Expectation
Manzar, S. (2021) · Clinical Diabetes and Research · doi:10.36959/647/496
“The other caveat is that a complete reference system in conformance with International Organization for Standardization requirements is yet to be established for insulin [3].”
- Authors
- Miller, W. G., Thienpont, L. M., Van Uytfanghe, K., Clark, P. M., Lindstedt, P., Nilsson, G., Steffes, M. W., & for the Insulin Standardization Work Group
- Affiliations
- Virginia Commonwealth University (US)
- Ghent University (BE)
- Laboratory for Analytical Chemistry, Faculty of Pharmaceutical Sciences, Gent University, Gent, Belgium
- University Hospitals Birmingham NHS Foundation Trust (GB)
- Mercodia, Uppsala, Sweden
- Nilsson Measurement Quality, Uppsala, Sweden
- University of Minnesota (US)
- Corresponding author
- Miller, W Greg
- Venue
- Clinical Chemistry
- Publisher
- Oxford University Press (OUP)
- Published
- 2009-05-01
- Volume
- 55
- Issue
- 5
- Pages
- 1011-1018
- ISSN
- 0009-9147 (ISSN-L)
- 1530-8561
- OpenAlex
- W2041172413
- Cited by
- 111
- References
- 11
- Citations by year
- 2026: 2 · 2025: 3 · 2024: 3 · 2023: 6 · 2022: 5 · 2021: 9 · 2020: 4 · 2019: 10 · 2018: 6 · 2017: 5 · 2016: 6 · 2015: 4 · 2014: 4 · 2013: 16 · 2012: 8
- FWCI
- 6.17
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- academic.oup.com/journals/pages/open_access/funder_policies/chorus/standard_publication_model (vor)
- Locations
- Clinical Chemistry (publishedVersion)
- PubMed (publishedVersion)
- Ghent University Academic Bibliography (Ghent University) (submittedVersion)
- Funders
- American Diabetes Association
- GlaxoSmithKline
- Topics
- Health Sciences › Medicine › Physiology › Clinical Laboratory Practices and Quality Control
- Social Sciences › Decision Sciences › Statistics, Probability and Uncertainty › Scientific Measurement and Uncertainty Evaluation
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Research
- Keywords
- insulin immunoassay, assay standardization, reference measurement procedure, measurement agreement, measurement bias, traceability, diabetes mellitus, insulin resistance
- MeSH terms
- Diabetes Mellitus, Humans, Immunoassay, Insulin, Radioisotope Dilution Technique, Reagent Kits, Diagnostic, Spectrometry, Mass, Electrospray Ionization
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review