Work overview

Section 03 of 08

Special note

Progression of early diagnostic markers for diabetic kidney disease: From single-indicator detection to multi-omics integration modeling

Jiao Meng, Wei Zhang, Hanmin Wang, Zihan He, and Zhuxian Zhang · 2026

Contents

Section 03 of 08

  1. 01Single biomarkers
  2. 02Multi-omics integration and model construction
  3. 03Special note
  4. 04Consent for publication
  5. 05Author contributions
  6. 06Submission and originality
  7. 07Funding
  8. 08Declaration of competing interests
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Work overview

Section 3 of 8

Special note

Jiao Meng, Wei Zhang, Hanmin Wang, Zihan He, and Zhuxian Zhang · about 1 minutes

Original source ↗

As an important foundation for the viewpoints of this review, Zhang Zhuxian, as the first author, published a relevant study (Zhang et al., 2021): ZHANG Z, HE P, ZHOU C et al. Association of estimated glomerular filtration rate from serum creatinine and cystatin C with new-onset diabetes: a nationwide cohort study in China [J/OL]. Acta Diabetologica, 2021, 58 (9): 1269-1276. https://doi.org/10.1007/s00592-021-01719-5. This study explored the early diagnosis of diabetic nephropathy. This review further expands upon the summary and reflection on early diagnostic markers for diabetes.