{"id":389877,"date":"2026-03-17T16:23:10","date_gmt":"2026-03-17T16:23:10","guid":{"rendered":"https:\/\/www.europesays.com\/ie\/389877\/"},"modified":"2026-03-17T16:23:10","modified_gmt":"2026-03-17T16:23:10","slug":"diabetes-testing-moves-earlier-and-gets-more-complex","status":"publish","type":"post","link":"https:\/\/www.europesays.com\/ie\/389877\/","title":{"rendered":"Diabetes Testing Moves Earlier\u2014and Gets More Complex"},"content":{"rendered":"<p>By Alyx Arnett<\/p>\n<p class=\"has-text-align-left\">For decades, the clinical lab\u2019s contribution to diabetes care followed a familiar script: A patient showed up with symptoms, a clinician ordered an A1C or fasting glucose test, and the lab returned a number confirming the diagnosis.<\/p>\n<p class=\"has-text-align-left\">That model is starting to shift. The<a href=\"https:\/\/diabetesjournals.org\/care\/article\/49\/Supplement_1\/S27\/163926\/2-Diagnosis-and-Classification-of-Diabetes\" target=\"_blank\" rel=\"noreferrer noopener nofollow\" class=\"text-editor-link-class\"> 2026 American Diabetes Association Standards of Care<\/a> place greater emphasis on earlier identification and more precise classification of diabetes, including the use of islet autoantibody testing in people at elevated risk for type 1 diabetes.1 <\/p>\n<p class=\"has-text-align-left\">\u201cTen years ago, the lab\u2019s role in type 1 diabetes was predominantly to confirm disease,\u201d says Jeanie Chiu, MD, medical director at Beckman Coulter Diagnostics. \u201cToday, the paradigm has shifted toward presymptomatic detection and staging.\u201d<\/p>\n<p class=\"has-text-align-left\">That shift is prompting labs to reconsider how they organize testing, which assays they offer, and how results are reported to clinicians.<\/p>\n<p><strong>A1C Remains Central, but Context Matters More<\/strong><\/p>\n<p class=\"has-text-align-left\">A1C testing isn\u2019t going anywhere. The 2026 standards reaffirm it as a cornerstone of diabetes screening and monitoring, with continued emphasis on National Glycohemoglobin Standardization Program-certified methods traceable to the Diabetes Control and Complications Trial reference assay.1 But the standards also underscore that A1C has limits and highlight the importance of recognizing when results may be unreliable.<\/p>\n<p class=\"has-text-align-left has-black-color has-text-color has-link-color wp-elements-b90e78ea8dc43f0d5b5a6f4e0b07e572\">Conditions such as anemia, altered red blood cell turnover, pregnancy, chronic kidney disease, and recent transfusion can all skew A1C results. \u201cA1C is a powerful marker, but it reflects glycation over erythrocyte lifespan,\u201d says Michael O\u2019Bryan, MD, MHA, headquarters director of medical science liaisons for diagnostics at Siemens Healthineers. \u201cWhen that lifespan changes, interpretation must be adjusted accordingly.\u201d<\/p>\n<p class=\"has-text-align-left\">Chiu points to fructosamine as a practical alternative when A1C reliability is in question. \u201cFructosamine serves as an alternative for patients whose HbA1c may be unreliable due to conditions where red blood cells have shortened lifespans,\u201d she says. \u201cIn these cases, fructosamine provides a two- to three-week snapshot of glycemic control.\u201d<\/p>\n<p class=\"has-text-align-left\">On the analytical side, Chiu says modern A1C assays have made meaningful gains. Older methods required manual sample lysis or complex pretreatment steps, creating bottlenecks and errors in busy labs. Current enzymatic and immunoturbidimetric designs include on-board automated lysis, allowing labs to load the primary tube without additional preparation steps. <\/p>\n<p class=\"has-text-align-left\">\u201cIn addition, the industry has made incredible strides in analytical specificity,\u201d she says. \u201cWe can now report accurate HbA1c results in the presence of common hemoglobin variants like hemoglobin S, hemoglobin C, or hemoglobin D. This is a huge win for health equity.\u201d<\/p>\n<p><strong>Beyond A1C: The Cardiometabolic Panel Takes Shape<\/strong><\/p>\n<p class=\"has-text-align-left has-black-color has-text-color has-link-color wp-elements-8232bed5de496d5b13cc3cb11afe1ea1\">O\u2019Bryan says many labs are moving away from standalone A1C orders toward broader cardiometabolic panels. \u201cThe most important shift underway is conceptual,\u201d says O\u2019Bryan. \u201cDiabetes testing is evolving from isolated glucose or A1C measurement toward integrated cardiometabolic risk assessment.\u201d<\/p>\n<p class=\"has-text-align-left\">Labs are increasingly running A1C alongside lipid profiles, renal markers such as creatinine and eGFR, urinary albumin-to-creatinine ratio, insulin, and C-peptide\u2014all from a single sample on a consolidated platform, he says.<\/p>\n<p class=\"has-text-align-left\">O\u2019Bryan describes this as a shift \u201cfrom volume-driven A1C testing toward integrated cardiometabolic panels and automation strategies.\u201d That shift aligns with how often diabetes occurs alongside conditions such as obesity, cardiovascular disease, chronic kidney disease, and metabolic dysfunction\u2013associated steatotic liver disease, as noted in the 2026 standards.1<\/p>\n<p class=\"has-text-align-left\">Consolidating these assays onto core chemistry or integrated immunoassay\/chemistry systems offers several operational advantages. O\u2019Bryan cites workflow consolidation, reduced footprint and maintenance from eliminating standalone <a href=\"https:\/\/clpmag.com\/disease-states\/diabetes-metabolic\/fda-clears-next-generation-hba1c-analyzer-50-second-results\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">analyzers<\/a>, improved turnaround times, and the ability to support holistic diabetes assessment from screening through complication monitoring.<\/p>\n<p class=\"has-text-align-left\">Chiu says the advantage of consolidation becomes clear in routine sample handling. \u201cEvery time a secondary tube is poured off or a sample is moved between \u2018islands\u2019 of automation, the risk of labeling errors and specimen degradation increases,\u201d she says. \u201cA single platform also significantly improves turnaround time. If a clinician needs a C-peptide to clarify a diagnosis, running it on the same track as the routine chemistry panel means the result is delivered in minutes or hours, not days.\u201d<\/p>\n<p class=\"has-text-align-left\">C-peptide itself has gained new relevance. Chiu describes \u201cquite a resurgence\u201d in its use, particularly for differentiating type 1 from <a href=\"https:\/\/clpmag.com\/disease-states\/diabetes-metabolic\/link-between-early-menopause-and-type-2-diabetes-risk-studied\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">type 2 diabetes<\/a> in adults, where clinical presentation can be ambiguous. It also plays a role in assessing residual beta-cell function to guide insulin therapy decisions.<\/p>\n<p><strong>Autoantibody Testing Steps Out of the Research Lab<\/strong><\/p>\n<p class=\"has-text-align-left\">One area drawing increased attention is islet autoantibody testing, which can identify presymptomatic type 1 diabetes in people at elevated risk. The standards discuss testing for autoantibodies against insulin, GAD, IA-2, and ZnT8 in individuals with a family history of type 1 diabetes or elevated genetic risk, and outline a three-stage model of disease progression that allows clinicians to identify the disease before symptoms appear.1<\/p>\n<p class=\"has-text-align-left\">As awareness grows, <a href=\"https:\/\/gestaltdiagnostics.com\/team\/lisa-jeanclifford\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Lisa-Jean Clifford<\/a>, president of Gestalt Diagnostics, says laboratories that have never offered autoantibody panels are beginning to see requests for them.<\/p>\n<p class=\"has-text-align-left has-black-color has-text-color has-link-color wp-elements-4cc267d81fb0489335f99026a727264e\">Chiu adds that early identification reduces the risk of diabetic <a href=\"https:\/\/clpmag.com\/disease-states\/diabetes-metabolic\/abbott-developing-novel-continuous-glucose-ketone-monitoring-system\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">ketoacidosis<\/a>, enables patient education, and supports timely use of disease-modifying therapies such as teplizumab.<\/p>\n<p class=\"has-text-align-left\">But early detection isn\u2019t just about timing; it\u2019s also about accuracy. Misclassification remains a challenge, particularly in adults whose symptoms can resemble <a href=\"https:\/\/clpmag.com\/diagnostic-technologies\/new-blood-test-signature-could-improve-type-2-diabetes-risk-prediction\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">type 2 diabetes<\/a>. Clifford says the problem is common. \u201cA significant number of adults who are initially diagnosed with <a href=\"https:\/\/clpmag.com\/disease-states\/diabetes-metabolic\/blood-test-could-predict-cancer-risk-in-type-2-diabetes-patients\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">type 2 diabetes<\/a> are actually type 1,\u201d she says. \u201cAnd conversely, a large number of adults who are diagnosed with type 1 diabetes are actually not.\u201d <\/p>\n<p class=\"has-text-align-left\">The ADA standards note that up to 40% of adults with new-onset type 1 diabetes may initially be misclassified.1 Autoantibody testing at the point of early diagnosis can correct that. \u201cUsing autoantibody testing in early diagnosis not only provides a correct classification but is essential, as identification ability degrades in long-standing disease,\u201d Clifford says.<\/p>\n<p class=\"has-text-align-left\">For labs implementing these panels, Jessica Dunne, MD, type 1 diabetes medical director at Sanofi, points to several considerations. \u201cClinical cutoffs must be predefined and validated per established guidance prior to clinical deployment, and [quality control] must cover each of the four autoantibodies,\u201d she says. \u201cLabs will need clear protocols for interpreting two independent plate reports, handling invalid plate scenarios, and determining when follow-up confirmatory testing or reflex metabolic testing for staging is clinically appropriate.\u201d<\/p>\n<p><strong>Multiplex Assays and Dried Blood Spots Expand Testing Options<\/strong><\/p>\n<p class=\"has-text-align-left\">Expanding autoantibody testing will require assays designed to handle higher volumes. Several manufacturers are developing multiplex platforms that can test for multiple autoantibodies from a single specimen.<\/p>\n<p class=\"has-text-align-left\"><a href=\"https:\/\/www.revvity.com\/company\/leadership\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Madhuri Hegde<\/a>, PhD, senior vice president and chief scientific officer at <a href=\"https:\/\/clpmag.com\/disease-states\/diabetes-metabolic\/revvity-expands-type-1-diabetes-testing-program-sanofi-support\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Revvity<\/a>, describes the company\u2019s 4-plex assay, which delivers a combined result for GAD, IA-2, and ZnT8 plus a separate insulin autoantibody result from one specimen. \u201cWhen a combined positive result is <a href=\"https:\/\/clpmag.com\/disease-states\/diabetes-metabolic\/new-ai-powered-tool-detects-blood-pressure-diabetes-without-blood-test\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">detected<\/a>, the system supports a clear reflex testing protocol that guides laboratories through confirmatory individual antibody testing,\u201d Hegde says. \u201cThis two-tier approach balances efficiency in initial screening with diagnostic precision in confirmation.\u201d<\/p>\n<p class=\"has-text-align-left\">A key feature of Revvity\u2019s approach is specimen flexibility. The assay works with dried blood spot cards\u2014both capillary and venous blood on filter paper\u2014which remain stable at room temperature and eliminate cold chain requirements. \u201cThis enables home collection where individuals mail samples to laboratories, extends access to remote areas where refrigerated transport is impractical, and reduces complexity and cost,\u201d Hegde says. For labs already running genetic screening processor platforms for newborn screening, adding <a href=\"https:\/\/clpmag.com\/disease-states\/diabetes-metabolic\/beyond-type-1-launches-online-diabetes-resource-guides\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">type 1 diabetes<\/a> screening requires no new capital investment, Hegde says.<\/p>\n<p class=\"has-text-align-left has-black-color has-text-color has-link-color wp-elements-52b7854296af6447c48e3b801b0a5186\">But scaling these approaches beyond individual labs will also depend on regulatory approval and standardization, says Dunne. \u201cIn vitro diagnostics (IVD) status is essential for population-scale screening because it ensures standardized, validated clinical performance and quality products manufactured under GMP across all deploying laboratories,\u201d she says. \u201cIVD clearance also facilitates reimbursement, enables broad deployment across commercial lab networks, and supports the multi-jurisdictional regulatory strategy needed to advance type 1 diabetes screening globally.\u201d<\/p>\n<p><strong>Helping Clinicians Interpret Results<\/strong><\/p>\n<p class=\"has-text-align-left has-black-color has-text-color has-link-color wp-elements-99e717d321b7b778be043c353410e92b\">As autoantibody testing expands, laboratories and clinicians may need more help interpreting the results, according to Dunne. She says positive findings need to be placed in the right clinical context, including confirmatory testing, metabolic staging, and referral pathways. She also notes that primary care and pediatric clinicians will need clear guidance on how to act on results.<\/p>\n<p class=\"has-text-align-left\">Clifford says labs should provide more than raw numbers, including \u201cstandardized reporting templates that include clear clinical explanations of both the testing that was done and the results.\u201d She adds, \u201cThere could be informational or educational terms, definitions, and explanations of the different autoantibody assays that are used and how they differ in the ability to provide early and more accurate diagnosis versus previous testing methods.\u201d<\/p>\n<p class=\"has-text-align-left has-black-color has-text-color has-link-color wp-elements-93451a61194f91a370e6208d7367ed2e\">According to Dunne, a positive screen is only the starting point, and labs need clear pathways for what comes next. \u201cWe need the convergence of validated IVD-approved assays, clear clinical pathways defining what happens after a positive screen\u2014confirmatory testing, metabolic staging, referral\u2014and reimbursement that supports the full screening-to-intervention continuum,\u201d Dunne says. \u201cEqually important are clinical and national guidelines, as well as provider education so that primary care and pediatrics can act on results.\u201d<\/p>\n<p><strong>Point of Care and Core Lab: Complementary, Not Competing<\/strong><\/p>\n<p class=\"has-text-align-left has-black-color has-text-color has-link-color wp-elements-483ac479573426c22d5c701881b9a7b5\">Diabetes testing is taking place across both <a href=\"https:\/\/clpmag.com\/disease-states\/diabetes-metabolic\/balancing-poc-lab-testing-diabetes-management\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">point-of-care<\/a> and core laboratory settings, with diagnostics leaders pointing to distinct roles for each.<\/p>\n<p class=\"has-text-align-left has-black-color has-text-color has-link-color wp-elements-bdb1e90529fa2a6ebc0f86ae8c6a9518\">Point-of-care A1C testing, when performed on US Food and Drug Administration-approved devices in CLIA-certified settings, allows clinicians to make immediate decisions in outpatient and decentralized settings. O\u2019Bryan describes a tiered approach, with \u201cpoint-of-care testing in outpatient and non-traditional settings, including pharmacies, to expand access and enable immediate decision-making, complemented by core laboratory integration for high-throughput, comprehensive cardiometabolic evaluation.\u201d<\/p>\n<p class=\"has-text-align-left\">Clifford anticipates that point-of-care diabetes testing \u201cwill evolve to include more comprehensive testing, allowing for more consistent monitoring of a patient\u2019s disease state, and provide clinicians with information that they are able to act upon sooner.\u201d<\/p>\n<p class=\"has-text-align-left has-black-color has-text-color has-link-color wp-elements-98c2f1503bd68c804386bd3f5c5c1c9a\">At the same time, laboratory testing remains central to diagnosis and interpretation. Chiu notes that <a href=\"https:\/\/clpmag.com\/disease-states\/diabetes-metabolic\/continuous-glucose-monitoring-reduces-hospitalizations-for-heart-complications-in-people-with-diabetes\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">continuous glucose monitoring<\/a> (CGM), while increasingly common, complements rather than replaces lab testing. \u201cDiagnosis still requires lab-confirmed A1C or glucose. CGM-derived glucose management indicator is supportive but not standalone,\u201d she says. When clinicians see discrepancies between CGM data and lab-based A1C, \u201cthe lab is the first place they turn for an explanation,\u201d she says.<\/p>\n<p><strong>What Comes Next<\/strong><\/p>\n<p class=\"has-text-align-left has-black-color has-text-color has-link-color wp-elements-c6db1be33e463cc4209e687f279966e8\">The near-term outlook for clinical labs in diabetes testing points to rising volumes, expanding test menus, and pressure to do more with limited staff. Chiu predicts that the most immediate change laboratorians will notice is \u201ca rapid rise in test orders for islet autoantibody panels for T1D risk screening due to the updated 2026 ADA standards of care.\u201d<\/p>\n<p class=\"has-black-color has-text-color has-link-color wp-elements-fbe01b1a34bbb0989d3bb4252e1a1cc1\">Hegde says the shift will extend beyond initial testing into what happens after a result is returned, including \u201cconfirmatory testing and longitudinal monitoring workflows tied to <a href=\"https:\/\/clpmag.com\/disease-states\/diabetes-metabolic\/ai-models-detect-type-1-diabetes-risk-before-clinical-onset\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">early-stage disease identification<\/a> and treatment eligibility.\u201d<\/p>\n<p class=\"has-text-align-left has-black-color has-text-color has-link-color wp-elements-959ca58b80ba54914651494aefb35759\">As testing expands, laboratories are also facing practical challenges around access, availability, and clinician awareness. Clifford says one of the biggest gaps is not just capacity, but ensuring providers know when and where to order these tests.<\/p>\n<p class=\"has-text-align-left\">\u201cThe gaps are more in clinician access to current information regarding the testing that is available and to determine who and when to order it for,\u201d Clifford says. \u201cNot all laboratories may have the assays available on their test menus, and clinicians may have to find labs that do offer autoantibody testing that are outside their existing network.\u201d<\/p>\n<p class=\"has-text-align-left has-black-color has-text-color has-link-color wp-elements-050bfdea75db39f991958e462156982b\">Ultimately, the shift toward earlier detection is driving these changes. \u201cA substantial proportion of individuals with diabetes remain undiagnosed, underscoring the need for earlier identification strategies,\u201d O\u2019Bryan says.<\/p>\n<p>ID\u00a0<a href=\"https:\/\/www.dreamstime.com\/royalty-free-stock-photos-cutting-dried-blood-spot-paper-image16974398\" rel=\"nofollow noopener\" target=\"_blank\">16974398<\/a>\u00a0\u00a9\u00a0<a href=\"https:\/\/www.dreamstime.com\/kireevdmitry_info\" rel=\"nofollow noopener\" target=\"_blank\">Kireevdmitry<\/a>\u00a0|\u00a0<a href=\"https:\/\/www.dreamstime.com\/\" rel=\"nofollow noopener\" target=\"_blank\">Dreamstime.com<\/a><\/p>\n<p>Reference<\/p>\n<ol class=\"wp-block-list\">\n<li>American Diabetes Association Professional Practice Committee for Diabetes. Diagnosis and classification of diabetes: Standards of Care in Diabetes\u20142026. Diabetes Care. 2026;49(Suppl 1):S27-S49.<\/li>\n<\/ol>\n<p>Alyx Arnett is chief editor of CLP. Question or comments? Email <a href=\"https:\/\/clpmag.com\/cdn-cgi\/l\/email-protection\" class=\"__cf_email__\" data-cfemail=\"6e0b0a071a011c2e0d021e030f09400d0103\" rel=\"nofollow noopener\" target=\"_blank\">[email\u00a0protected]<\/a>. <\/p>\n","protected":false},"excerpt":{"rendered":"By Alyx Arnett For decades, the clinical lab\u2019s contribution to diabetes care followed a familiar script: A patient&hellip;\n","protected":false},"author":2,"featured_media":389878,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[78],"tags":[178057,178058,178059,178060,178061,178062,178063,178064,18,178065,135,19,17,178066,178067,178068,178069,109560,104622,46746],"class_list":{"0":"post-389877","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-health","8":"tag-a1c-testing","9":"tag-ada-standards-of-care","10":"tag-beckman-coulter","11":"tag-clinical-laboratory","12":"tag-diabetes-classification","13":"tag-diabetes-testing","14":"tag-diagnostic-assays","15":"tag-early-disease-detection","16":"tag-eire","17":"tag-gestalt","18":"tag-health","19":"tag-ie","20":"tag-ireland","21":"tag-islet-autoantibody-testing","22":"tag-lab-medicine","23":"tag-laboratory-workflow","24":"tag-revvity","25":"tag-sanofi","26":"tag-siemens-healthineers","27":"tag-type-1-diabetes"},"share_on_mastodon":{"url":"https:\/\/pubeurope.com\/@ie\/116245443862161547","error":""},"_links":{"self":[{"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/posts\/389877","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/comments?post=389877"}],"version-history":[{"count":0,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/posts\/389877\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/media\/389878"}],"wp:attachment":[{"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/media?parent=389877"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/categories?post=389877"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/tags?post=389877"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}