Urinary Biomarker Profiles Define Divergent Pathways in Albuminuric and Non-Albuminuric Diabetic Kidney Disease.
Abstract
[INTRODUCTION] Diabetic kidney disease (DKD) presents with distinct phenotypes, including albuminuric (ADKD) and non-albuminuric DKD (NADKD), which are not fully distinguished by conventional clinical markers. This study aimed to evaluate urinary biomarkers indicative of nephron injury - nephrin, epidermal growth factor (EGF), vascular cell adhesion molecule-1 (VCAM-1), interleukin-18 (IL-18), and Rac-1 (Ras-related C3 botulinum toxin substrate) across various DKD phenotypes.
[METHODS] In this cross-sectional study, 211 patients with type 2 diabetes mellitus were categorized into four groups based on estimated glomerular filtration rate (eGFR ≥ or <60 mL/min/1.73 m) and albuminuria (UACR ≥ or <30 mg/g). Urinary biomarker levels were quantified using ELISA. Propensity score matching (PSM) and inverse probability of treatment weighting (IPTW) were applied to minimize confounding.
[RESULTS] EGF levels were significantly higher in the NADKD compared to the ADKD group. VCAM-1 was elevated in individuals with albuminuria and those with mildly reduced eGFR (<90 mL/min/1.73 m). IL-18 was increased in NADKD and correlated positively with Rac-1 (ρ = 0.19, = 0.005) and nephrin (ρ = 0.19, = 0.006). These associations remained robust after adjustment for PSM and IPTW. EGF demonstrated strong diagnostic performance in predicting reduced eGFR (AUC = 0.818, < 0.001), and VCAM-1 moderately identified albuminuria (AUC = 0.722, < 0.001).
[CONCLUSIONS] Higher EGF levels in the NADKD group suggest preserved tubular integrity, whereas elevated VCAM-1 in patients with albuminuria and mildly reduced eGFR indicate early vascular involvement. Positive correlations between IL-18, Rac-1, and nephrin imply a shared inflammatory and glomerular injury pathway. These results support the use of urinary biomarkers for early detection and phenotypic classification of DKD.
[METHODS] In this cross-sectional study, 211 patients with type 2 diabetes mellitus were categorized into four groups based on estimated glomerular filtration rate (eGFR ≥ or <60 mL/min/1.73 m) and albuminuria (UACR ≥ or <30 mg/g). Urinary biomarker levels were quantified using ELISA. Propensity score matching (PSM) and inverse probability of treatment weighting (IPTW) were applied to minimize confounding.
[RESULTS] EGF levels were significantly higher in the NADKD compared to the ADKD group. VCAM-1 was elevated in individuals with albuminuria and those with mildly reduced eGFR (<90 mL/min/1.73 m). IL-18 was increased in NADKD and correlated positively with Rac-1 (ρ = 0.19, = 0.005) and nephrin (ρ = 0.19, = 0.006). These associations remained robust after adjustment for PSM and IPTW. EGF demonstrated strong diagnostic performance in predicting reduced eGFR (AUC = 0.818, < 0.001), and VCAM-1 moderately identified albuminuria (AUC = 0.722, < 0.001).
[CONCLUSIONS] Higher EGF levels in the NADKD group suggest preserved tubular integrity, whereas elevated VCAM-1 in patients with albuminuria and mildly reduced eGFR indicate early vascular involvement. Positive correlations between IL-18, Rac-1, and nephrin imply a shared inflammatory and glomerular injury pathway. These results support the use of urinary biomarkers for early detection and phenotypic classification of DKD.
추출된 의학 개체 (NER)
| 유형 | 영어 표현 | 한국어 / 풀이 | UMLS CUI | 출처 | 등장 |
|---|---|---|---|---|---|
| 시술 | botulinum toxin
|
보툴리눔독소 주사 | dict | 1 | |
| 해부 | Kidney
|
scispacy | 1 | ||
| 해부 | urinary
|
scispacy | 1 | ||
| 해부 | nephron
|
scispacy | 1 | ||
| 해부 | glomerular
|
scispacy | 1 | ||
| 해부 | tubular
|
scispacy | 1 | ||
| 약물 | Urinary
|
scispacy | 1 | ||
| 약물 | [INTRODUCTION] Diabetic kidney disease
|
scispacy | 1 | ||
| 약물 | UACR
|
scispacy | 1 | ||
| 약물 | [CONCLUSIONS]
|
scispacy | 1 | ||
| 질환 | Diabetic Kidney Disease
|
C0011881
Diabetic Nephropathy
|
scispacy | 1 | |
| 질환 | DKD
→ Diabetic kidney disease
|
C0011881
Diabetic Nephropathy
|
scispacy | 1 | |
| 질환 | albuminuric
|
scispacy | 1 | ||
| 질환 | non-albuminuric DKD
|
scispacy | 1 | ||
| 질환 | nephron injury
|
scispacy | 1 | ||
| 질환 | type 2 diabetes mellitus
|
C0011860
Diabetes Mellitus, Non-Insulin-Dependent
|
scispacy | 1 | |
| 질환 | albuminuria
|
C0001925
Albuminuria
|
scispacy | 1 | |
| 질환 | glomerular injury
|
scispacy | 1 | ||
| 기타 | ADKD
|
scispacy | 1 | ||
| 기타 | nephrin
|
scispacy | 1 | ||
| 기타 | epidermal growth factor
|
scispacy | 1 | ||
| 기타 | EGF
→ epidermal growth factor
|
scispacy | 1 | ||
| 기타 | vascular cell adhesion molecule-1
|
scispacy | 1 | ||
| 기타 | VCAM-1
→ vascular cell adhesion molecule-1
|
scispacy | 1 | ||
| 기타 | interleukin-18
|
scispacy | 1 | ||
| 기타 | IL-18
|
scispacy | 1 | ||
| 기타 | Rac-1
|
scispacy | 1 | ||
| 기타 | Ras-related C3 botulinum toxin
|
scispacy | 1 | ||
| 기타 | patients
|
scispacy | 1 | ||
| 기타 | vascular
|
scispacy | 1 |
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