| Literature DB >> 33914059 |
Nadja Sparding1,2, Federica Genovese1, Daniel Guldager Kring Rasmussen1, Morten Asser Karsdal1, Michaela Neprasova3, Dita Maixnerova3, Veronika Satrapova3, Doubravka Frausova3, Mads Hornum4,5, Lenka Bartonova6, Eva Honsova6, Marek Kollar6, Helena Koprivova7, Zdenka Hruskova3, Vladimir Tesar3.
Abstract
BACKGROUND: Renal fibrosis is the hallmark of chronic kidney disease (CKD) and is characterized by an imbalanced extracellular matrix remodelling. Endotrophin (ETP) is a signalling molecule released from collagen type VI (COL VI). ETP can be measured by the PRO-C6 assay, which quantifies the levels of COL VI formation. ETP levels were previously associated with mortality and disease progression in patients with CKD. We hypothesized that serum and urinary ETP levels correlate with the degree of interstitial fibrosis in kidney biopsies from patients with immunoglobulin A nephropathy (IgAN) and patients with anti-neutrophil cytoplasmic antibody-associated vasculitis (AAV).Entities:
Keywords: ANCA-associated vasculitis; IgA nephropathy; biomarkers; chronic kidney disease; interstitial fibrosis
Mesh:
Substances:
Year: 2022 PMID: 33914059 PMCID: PMC9130028 DOI: 10.1093/ndt/gfab163
Source DB: PubMed Journal: Nephrol Dial Transplant ISSN: 0931-0509 Impact factor: 7.186
Baseline characteristics and baseline biopsy evaluation
| Variables | Healthy | IgAN discovery | AAV discovery | IgAN validation |
|
|---|---|---|---|---|---|
|
| 10 | 49 | 47 | 85 | (49/47/85) |
| Women, % | 90 | 20 | 40 | 37 | (49/47/85) |
| Age, years | 41 (39–42)ns | 42 (33–56) | 62 (55–69) | 43 (32–54)ns | (49/47/85) |
| sCr, mg/dL | NA | 1.6 (1.0–3.0) | 3.6 (1.6–6.8) | 1.7 (1.1–2.4)ns | (49/47/85) |
| eGFR, mL/min/1.73 m2 | NA | 47 (20–95) | 17 (8–42) | 45 (26–74)ns | (49/47/85) |
| PU, g/day | NA | 1.3 (0.8–3.6) | 1.4 (0.6–2.0)ns | 2.0 (1.1–2.4)ns | (49/47/82) |
| CRP, mg/L | NA | 2.4 (1.0–4.4) | 38.1 (5.4–104.8) | NA | (44/47/NA) |
| Haemoglobin, g/L | NA | NA | 101 (91–111) | NA | (NA/47/NA) |
| ANCA levels, IU/mL | NA | NA | 77 (32–100) | NA | (NA/45/NA) |
| ANCA type, | NA | NA | (23/21) | NA | (NA/47/NA) |
| CKD stages (1–5), % | NA | 29, 12, 29, 10, 20 | 4, 9, 21, 26, 40 | 14, 19, 33, 26, 8 | (49/47/85) |
| Level of fibrosis, % | NA | 20 (10–30) | 15 (14–30)ns | 30 (15–45)ns | (45/42/83) |
| Sclerotic glomeruli, % | NA | NA | 21 (8–43) | NA | (NA/44/NA) |
| Lung fibrosis (yes/no), yes % | NA | NA | 17 | NA | (NA/47/NA) |
| Banff score (ci0–ci3), % | NA | 17, 31, 31, 21 | 9, 56, 19, 16 | 8, 37, 41, 14 | (48/43/83) |
| T-score (T0–T2), % | NA | 52, 27, 21 | NA | NA | (48/NA/NA) |
| AAV classification scheme | NA | NA | 27, 24, 22, 27 | NA | (NA/45/NA) |
| (focal, mixed, crescentic and sclerotic), % |
Continuous variables are expressed as median or % (IQR) and categorical variables as % or n. The significant differences of continuous variables between groups were analysed with the Kruskal–Wallis test. NA, not available.
P < 0.001.
P < 0.0001 versus the IgAN patient group. ns, not significant.
Three of the 47 AAV patients were both MPO and PR3 positive and were not included in one of the ANCA type groups.
Spearman’s rank correlation coefficients of S-ETP, U-ETP/Cr and fibrosis levels with clinical parameters
| Variables | IgAN and AAV discovery | IgAN discovery | AAV discovery | IgAN validation | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Level of fibrosis | S-ETP | U-ETP/Cr | Level of fibrosis | S-ETP | U-ETP/Cr | Level of fibrosis | S-ETP | U-ETP/Cr | Level of fibrosis | |
| Age | 0.21 | 0.37 | 0.10 | 0.31 | 0.27 | 0.35 | 0.20 | 0.24 | 0.38 | −0.03 |
| sCr | 0.53 | 0.86 | 0.62 | 0.75 | 0.81 | 0.69 | 0.37 | 0.67 | 0.54 | 0.57 |
| eGFR | −0.53 | −0.86 | −0.66 | −0.76 | −0.82 | −0.72 | −0.44 | −0.71 | −0.59 | −0.53 |
| PU | 0.22 | 0.26 | 0.17 | 0.19 | 0.43 | 0.32 | 0.24 | 0.10 | 0.25 | 0.12 |
| CRP | 0.00 | 0.17 | 0.13 | −0.03 | 0.41 | 0.35 | 0.04 | NA | NA | NA |
| Haemoglobin | NA | NA | NA | NA | −0.55 | −0.54 | 0.04 | NA | NA | NA |
| ANCA levels | NA | NA | NA | NA | 0.11 | 0.049 | −0.04 | NA | NA | NA |
| Level of fibrosis | – | 0.70 | 0.48 | – | 0.42 | 0.40 | – | 0.64 | 0.39 | – |
| Sclerotic glomeruli | NA | NA | NA | NA | 0.36 | 0.47 | 0.69 | NA | NA | NA |
| S-DKK-3 | 0.34 | 0.52 | 0.15 | 0.35 | 0.26 | 0.25 | 0.36 | NA | NA | NA |
| U-DKK-3/Cr | 0.39 | 0.62 | 0.77 | 0.65 | 0.72 | 0.87 | 0.30 | NA | NA | NA |
Statistical significance.
P < 0.05.
P < 0.01.
P < 0.001.
P < 0.0001. NA, not available.
FIGURE 1ETP and DKK-3 levels according to CKD stages, interstitial fibrosis and tubular atrophy, and glomerular morphology classes. Serum and urinary levels of ETP (A) and DKK-3 (B) in IgAN and AAV patients according to CKD stages (CKD1–5). Serum and urinary levels of ETP (C) and DKK-3 (D) in IgAN and AAV patients according to Banff score (ci0–ci3). Serum and urinary levels of ETP (E) and DKK-3 (F) in IgAN patients according to T-score (T0–T2). Serum and urinary levels of ETP (G) and DKK-3 (H) in AAV patients divided into different glomerular morphology classes (focal, mixed, crescentic or sclerotic). Data are presented on a log10 scale as median with IQR and statistical differences were assessed by Kruskal–Wallis test; *P < 0.05, **P < 0.01, ***P < 0.001, ****P < 0.0001.
FIGURE 2Spearman's rank correlations of serum and urinary levels of ETP with fibrosis levels in the combined IgAN and AAV discovery cohort. ETP levels are presented on a log10 scale.
ROC curve analysis to determinate discriminatory power of biomarkers for advanced fibrosis
| Cohort | Biomarker | AUC | 95% CI | P-value | Sensitivity | Specificity | Criterion |
|---|---|---|---|---|---|---|---|
| IgAN and AAV discovery | sCr | 0.795 | 0.698–0.872 | <0.0001 | 87.5 | 69.3 | >3.0 |
| S-ETP | 0.799 | 0.702–0.876 | <0.0001 | 87.5 | 73.3 | >26.0 | |
| U-ETP/Cr | 0.759 | 0.655–0.845 | 0.002 | 81.3 | 72.9 | >16.7 | |
| S-DKK-3 | 0.605 | 0.496–0.708 | 0.15 | 73.3 | 56.2 | >73.1 | |
| U-DKK-3/Cr | 0.755 | 0.642–0.848 | <0.001 | 91.7 | 66.1 | >3.8 | |
| IgAN validation | sCr | 0.834 | 0.738–0.906 | 0.0001 | 75.0 | 87.7 | >2.6 |
| S-ETP | 0.822 | 0.725–0.897 | <0.0001 | 83.3 | 68.5 | >15.4 | |
| U-ETP/Cr | 0.847 | 0.732–0.926 | <0.0001 | 100 | 61.8 | >2.4 |
ROC criteria: Banff score ci3 (advanced interstitial fibrosis) versus ci0–ci2 (low to moderate interstitial fibrosis).
Multiple regression analysis to determine the association of biomarkers with the extent of fibrosis (%)
| Cohort | Model | Method |
| |||||
|---|---|---|---|---|---|---|---|---|
| Log10(S-ETP) | Log10(U-ETP/Cr) | Log10(S-DKK-3) | Log10(U-DKK-3/Cr) | Log10(sCr) | Log10(PU) | |||
| IgAN and AAV discovery | 1 | Enter | 0.47 | 0.08 | 0.02 | −0.09 | – | – |
| 2 | Enter | 0.38 | 0.07 | 0.03 | −0.10 | 0.04 | – | |
| 3 | Enter | 0.37 | 0.07 | 0.02 | −0.10 | 0.05 | 0.03 | |
| 4 | Forward | 0.65 | NR | NR | NR | NR | NR | |
Statistical significance.
P < 0.01.
P < 0.001.
P < 0.0001. Method: Enter (enter all variables in the model in one single step), Forward (enter significant variables sequentially).
NR, not retained in the model.
FIGURE 3ETP levels in the validation cohort according to CKD stages (A), Banff scores (B) and Spearman's rank correlations with fibrosis levels (C). (A and B) Data are presented on a log10 scale as median with IQR and statistical differences were assessed by Kruskal–Wallis test; *P < 0.05, ***P < 0.001, ****P < 0.0001. (C) ETP levels are presented on a log10 scale.
FIGURE 4Baseline ETP levels in patients with AAV divided into groups based on changes in CKD stage from baseline to the 3-year follow-up. Serum (A) and urinary (B) ETP levels. Data are presented on a linear (A) and log10 scale (B) as median with IQR and statistical differences were assessed by Kruskal–Wallis test; *P < 0.05.