Login / Signup

Research-based Analytical Procedures to Evaluate Diabetic Biomarkers and Related Parameters: In Vitro and In Vivo Methods.

Nadeem RaisAkash VedRizwan AhmadAashna Parveen
Published in: Current diabetes reviews (2023)
The search was conducted on scientific database portals such as ScienceDirect, PubMed, Google Scholar, BASE, DOAJ, etc. Conclusion: The development of new biomarkers is greatly facilitated by modern technology such as cell culture research, lipidomics study, microRNA biomarkers, machine learning techniques, and improved electron microscopies. These biomarkers do, however, have some usage restrictions. There is a critical need to find more accurate and sensitive biomarkers. With a few modifications, these biomarkers can be used with or even replace conventional markers of diabetes.
Keyphrases
  • machine learning
  • type diabetes
  • cardiovascular disease
  • metabolic syndrome
  • mass spectrometry
  • big data
  • deep learning
  • wound healing
  • adverse drug
  • liquid chromatography
  • electron microscopy