We use cookies to understand how you use our site and to improve your experience. This includes personalizing content and advertising. To learn more, click here. By continuing to use our site, you accept our use of cookies. Cookie Policy.

Features Partner Sites Information LinkXpress hp
Sign In
Advertise with Us
Vicotex

Illumina

Illumina develops, manufactures and markets integrated systems for the analysis of genetic variations and biological ... read more Featured Products: More products

Download Mobile App




Epigenetic Markers Predict Type 2 Diabetes Patients Response to Metformin

By LabMedica International staff writers
Posted on 29 Sep 2020
Generally, metformin is the first medication prescribed for type 2 diabetes (T2D). More...
It works by lowering glucose production in the liver and improving the body's sensitivity to insulin so that the body uses insulin more effectively. Currently, there are no phenotypes that successfully predict glycemic response to, or tolerance of, metformin.

About 30% of patients do not respond to metformin and between 20% and 30% experience side effects that can be intolerable Gastrointestinal side effects of metformin are observed in 10% to 15% of patients, depending on the dose, and include abdominal discomfort, anorexia, bloating, and diarrhea. Because insulin secretion is unaltered, hypoglycemia is not a side effect of metformin used as monotherapy.

An international team of clinical scientists led by those at Skåne University Hospital (Malmo, Sweden) conducted multiple epigenome-wide association studies by analyzing in the blood of drug-naïve patients who were recently diagnosed with T2D. Blood samples were collected from the All New Diabetics In Scandia (ANDIS) cohort and analyzed using Illumina's MethylationEpic array (Illumina, San Diego, CA, USA). The team sought to gauge whether differences in DNA methylation prior to treatment could predict whether individuals had changes in glycated hemoglobin (HbA1c), responded to the drug treatment, or experienced intolerance to the drug following about a year and a half of metformin treatment.

The investigators identified more than 2,500 methylation sites that were significantly associated with changes in HbA1c, a marker of blood glucose levels. In the replication cohort, 132 CpGs of these sites were validated. They additionally uncovered 7,916 methylation sites that differed between individuals with T2D who responded to metformin and individuals who did not. Of those, 601 were then validated in the ANDIS replication cohort and 329 in an additional cohorts.

In all, 33 CpG sites were associated with future metformin response in all cohorts, and in a combined meta-analysis 11 sites reached genome-wide significance. At the same time, the team found 9,676 methylation sites that differed between individuals with T2D who could tolerate metformin treatment and those who could not. In the ANDIS replication cohort, 235 CpGs were validated, and in the replication cohort, 352 CpGs were. Seven CpGs were associated with metformin in all cohorts, and in a combined meta-analysis four sites reached genome-wide significance.

The scientists generated two methylation risk scores, one of metformin response and one of metformin intolerance. For the metformin response, they bundled together the 11 sites to form a weighted methylation risk score that could differentiate between responders and non-responders with an area under the curve of between 0.80 and 0.89. Meanwhile, for metformin intolerance, they combined the four sites that reached genome-wide significance into a separate risk score that could differentiate between tolerant and intolerant individuals with an area under the curve of between 0.85 and 0.94.

The authors concludes that they could discriminate between glycemic responders/non-responders and participants tolerant/intolerant to metformin at diagnosis by measuring blood-based epigenetic markers in drug-naïve patients with T2D. This epigenetics-based tool may be further developed to help patients with T2D receive optimal therapy. The study was published on September 16, 2020 in the journal Science Translational Medicine.



Platinum Member
Automated Coagulation Analyzer
Hemolumi H6
Gold Member
Clinical Chemistry Assay
Sorbitol Dehydrogenase (SDH)
LAIR2 Antibody Pair Set
LAIR2 Antibody Pair [Biotin]
All-in-One Molecular System
AIO M160
Read the full article by registering today, it's FREE! It's Free!
Register now for FREE to LabMedica.com and get access to news and events that shape the world of Clinical Laboratory Medicine.
  • Free digital version edition of LabMedica International sent by email on regular basis
  • Free print version of LabMedica International magazine (available only outside USA and Canada).
  • Free and unlimited access to back issues of LabMedica International in digital format
  • Free LabMedica International Newsletter sent every week containing the latest news
  • Free breaking news sent via email
  • Free access to Events Calendar
  • Free access to LinkXpress new product services
  • REGISTRATION IS FREE AND EASY!
Click here to Register








Channels

Clinical Chemistry

view channel
Image: A large, international study led by City of Hope found that the new, investigational liquid biopsy, called PANXEON, was highly sensitive in detecting stage 1 and 2 pancreatic cancer and had a low rate of false positives. The test was also able to identify high-grade dysplasia, a precancerous condition of the pancreas, potentially enabling intervention before cancer develops. (Photo courtesy of City of Hope)

Multi-Biomarker Blood Test Shows Promise for Early Pancreatic Cancer Detection

Pancreatic cancer has the lowest survival rates of any cancer, with only 14% of patients alive five years after diagnosis. The disease is typically discovered after it has spread, and an estimated 90%... Read more

Immunology

view channel
Image: Although many people harbor latent Epstein-Barr virus (EBV), growing evidence has linked the virus to MS pathobiology (Image Credit: Adobe Stock)

Blood EBV Activity Biomarkers May Predict Multiple Sclerosis Relapse Months Ahead

Predicting relapse in multiple sclerosis (MS) remains difficult, limiting opportunities for timely intervention and monitoring. Although many people harbor latent Epstein-Barr virus (EBV), growing evidence... Read more

Microbiology

view channel
Image: Graphical Abstract (Jose A. Céspedes, Maria I. Montañez, Isabel M. Jiménez, et al. Magnetic nanoparticles enable clinically relevant in vitro diagnosis of beta-lactam allergy. Materials Today Bio (2026). DOI: 10.1016/j.mtbio.2026.103356)

Magnetic Nanoparticles Enable More Sensitive Beta-Lactam Allergy Testing

Penicillin allergy labels are common in clinical practice, yet many are incorrect and can lead to suboptimal antibiotic choices. Although 8%–25% of people report a penicillin allergy, only 1%–10% are truly... Read more

Pathology

view channel
image Credit: iStock

Tumor Budding Grading May Predict Chemotherapy Benefit in Resected Lung Squamous Cancer

Outcomes after resection for lung squamous cell carcinoma (SqCC) vary substantially, and the uneven benefit of adjuvant chemotherapy complicates postsurgical treatment decisions. Pathologic markers that... Read more

Technology

view channel
Image: ADLM recommends that emerging AI tools follow the same professional oversight, quality, validation, and monitoring standards as traditional clinical testing within CLIA’s existing framework (Image Credit: Adobe Stock)

ADLM Calls for CLIA Updates to Support Safe AI Use in Laboratory Medicine

Clinical laboratories increasingly use artificial intelligence to verify, interpret, and report results, but safeguards under the Clinical Laboratory Improvement Amendments (CLIA) were designed in 1992.... Read more

Industry

view channel
Image: The acquisition adds Convergent Genomics’ UroAmp platform and proprietary urinary tumor DNA technology to Veracyte’s portfolio (Photo courtesy of Convergent Genomics)

Veracyte Acquisition Expands Urine-Based Bladder Cancer Monitoring Capabilities

Veracyte, Inc. has acquired Convergent Genomics, expanding its urology diagnostics offerings with the company’s UroAmp platform and proprietary urinary tumor DNA (utDNA) technology. UroAmp has been clinically... Read more
Copyright © 2000-2026 Globetech Media. All rights reserved.