| Literature DB >> 24858067 |
Hiroyuki Yanagawa1, Hitoshi Suzuki1, Yusuke Suzuki1, Krzysztof Kiryluk2, Ali G Gharavi2, Kiyoshi Matsuoka3, Yuko Makita1, Bruce A Julian4, Jan Novak5, Yasuhiko Tomino1.
Abstract
BACKGROUND AND OBJECTIVES: There is increasing evidence that galactose-deficient IgA1 (Gd-IgA1) and Gd-IgA1-containing immune complexes are important for the pathogenesis of IgA nephropathy (IgAN). In the present study, we assessed a novel noninvasive multi-biomarker approach in the diagnostic test for IgAN.Entities:
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Year: 2014 PMID: 24858067 PMCID: PMC4032235 DOI: 10.1371/journal.pone.0098081
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Renal diseases in chronic kidney disease (CKD) controls.
| Renal disease | N |
| Diabetic nephropathy | 33 |
| Membranous nephropathy | 9 |
| Non-IgA proliferative nephropathy | 9 |
| Lupus nephritis | 8 |
| Minimal change nephrotic syndrome | 6 |
| Nephrosclerosis | 4 |
| Interstitial nephritis | 2 |
| Focal segmental glomerular sclerosis | 2 |
| ANCA-related nephritis | 1 |
| Scleroderma renal crisis | 1 |
| HCV-related nephritis | 1 |
| Fabry's disease | 1 |
| Acute post-streptococcal nephritis | 1 |
| Minor glomerular abnormality | 1 |
Characteristics of patients with IgAN and CKD controls.
| IgAN patients | CKD controls | Healthy controls | |
| Numbers | 135 | 79 | 106 |
| Age (years) | 34.6±11.9 | 50.9±19.4 | 32.6±5.2 |
| Sex (male/female) | 56/79 | 42/37 | 61/45 |
| Serum creatinine (mg/dl) | 0.93±0.53 | 2.26±2.52 | ND |
| eGFR (ml/min/1.73 m2) | 76.9±25.8 | 55.7±39.2 | ND |
| Urine P/C (g/g) | 0.65±0.84 | 3.01±3.19 | ND |
| Hematuria | 4.08±2.28 | 1.60±2.23 | ND |
Values are mean ±SD.
eGFR, estimated glomerular filtration rate; P/C, protein/creatinine ratio; ND, not determined.
Hematuria: Assessed by assigning scores according to number of red blood cells per high-power field (RBC/HPF).
≤5 RBC/HPF = 0, 6–10 RBC/HPF = 1, 11–15 RBC/HPF = 2, 16–20 RBC/HPF = 3, 21–25 RBC/HPF = 4, 26–30 RBC/HPF = 5, >30 RBC/HPF = 6.
Figure 1Distribution of serum levels of (A) Gd-IgA1, (B) Gd-IgA1-specific IgG and (C) Gd-IgA1-specific IgA in patients with IgAN (n = 135), CKD controls (n = 79) and healthy controls (n = 106).
Each biomarker was measured by capture ELISA. The serum levels of Gd-IgA, Gd-IgA1-specific IgG and Gd-IgA1-specific IgA were higher in IgAN patients compared with those of the CKD controls (*P<0.001) and healthy controls (**P<0.0001).
Serum levels of Gd-IgA1-specific antibodies in patients with IgAN, CKD controls and healthy controls.
| Gd-IgA1-specific IgG (Units) | Gd-IgA1-specific IgA (Units) | |
| IgAN (N = 135) | 1.77±0.28 | 0.89±0.84 |
| Lupus nephritis WHO class III (N = 2) | 1.57±0.09 | 0.47±0.26 |
| Lupus nephritis WHO class IV (N = 4) | 1.62±0.19 | 0.47±0.20 |
| Lupus nephritis WHO class V (N = 2) | 1.91±0.49 | 0.50±0.04 |
| Membranous nephropathy (N = 9) | 1.52±0.19 | 0.48±0.20 |
| Non-IgA proliferative glomerulonephritis (N = 9) | 1.43±0.10 | 0.36±0.15 |
| Diabetic nephropathy (N = 33) | 1.43±0.08 | 0.35±0.13 |
| Nephrosclerosis (N = 4) | 1.40±0.07 | 0.44±0.33 |
| Minimal-change nephrotic syndrome (N = 6) | 1.52±0.27 | 0.66±0.28 |
| Interstitial nephritis (N = 2) | 1.33±0.02 | 0.58±0.01 |
| Other immune mediated renal diseases (N = 6) | 1.47±0.07 | 0.71±0.75 |
| Other non-immune mediated renal diseases (N = 2) | 1.39±0.09 | 0.59±0.10 |
| Healthy controls (N = 106) | 1.39±0.07 | 0.42±0.29 |
WHO, World Health Organization.
Figure 2Serum levels of Gd-IgA1-specific IgG in IgAN patients with high-Gd-IgA1 or normal-Gd-IgA1 in comparison to CKD and healthy controls.
We divided IgAN patients into two subgroups: patients with serum levels of Gd-IgA1 ≥ the 90th percentile for healthy controls (high-Gd-IgA1 group; n = 56) and patients with levels Gd-IgA1 < the 90th percentile for healthy controls (normal-Gd-IgA1 group; n = 79). Although serum levels of Gd-IgA1-specific IgG were significantly higher in IgAN patients with high Gd-IgA1 levels (vs. CKD controls; *P<0.0001, vs. healthy controls; **P<0.0001), IgAN patients with normal Gd-IgA1 levels also had elevated Gd-IgA1-specific IgG (vs. CKD controls; *P<0.0001, vs. healthy controls; **P<0.0001).
Figure 3Correlation between biomarkers, histological findings and clinical findings.
The strength of correlation between biomarkers, histological findings and clinical findings was measured by the Spearman's correlation coefficient. The serum level of Gd-IgA1-specific IgA correlated with the amount of mesangial IgA deposits (A). Histological prognostic stage (Clinical Guidelines for IgA Nephropathy in Japan, second version) [17] correlated with the urinary protein/creatinine ratio (B), and percentage of glomeruli with a crescent (C).
Figure 4Receiver operating characteristic (ROC) curves.
(A) Discrimination between IgAN versus healthy and CKD controls for serum Gd-IgA1 and Gd-IgA1-specific IgG levels; (B) Discrimination between IgAN versus CKD controls with immune-mediated renal disease and non-immune-mediated renal disease for serum Gd-IgA1-specific IgG levels.
Statistics summarized data; Discrimination between IgAN versus healthy and CKD controls for serum Gd-IgA1 and Gd-IgA1-specific IgG levels.
| Area under the ROC curve (C-statistic) | Asymptotic 95% Confidence Interval for the C-statistic | Asymptotic Significance (P-value) | AIC | ||
| Lower Bound | Upper Bound | ||||
| Gd-IgA1-specific IgG (IgAN vs. healthy controls) | 0.965 | 0.943 | 0.987 | 1.7E-35 | 57.4 |
| Gd-IgA1-specific IgG (IgAN vs. CKD controls) | 0.906 | 0.858 | 0.953 | 3.2E-23 | 188.5 |
| Gd-IgA1-specific IgG (IgAN vs. CKD non-immune-mediated renal disease | 0.973 | 0.948 | 0.999 | 1.7E-21 | 75.3 |
| Gd-IgA1-specific IgG (IgAN vs. CKD immune-mediated renal disease | 0.813 | 0.730 | 0.895 | 3.2E-10 | 145.2 |
| Gd-IgA1 (IgAN vs. healthy controls) | 0.800 | 0.745 | 0.855 | 9.9E-16 | 264.6 |
| Gd-IgA1 (IgAN vs. CKD controls) | 0.749 | 0.683 | 0.815 | 1.2E-09 | 246.3 |
| Gd-IgA1-specific IgA (IgAN vs. healthy controls) | 0.722 | 0.659 | 0.786 | 2.7E-09 | 295.6 |
| Gd-IgA1-specific IgA (IgAN vs. CKD controls) | 0.690 | 0.619 | 0.761 | 3.5E-06 | 266.1 |
* CKD non-immune-mediated renal disease includes diabetic nephropathy, nephrosclerosis, interstitial nephritis and Fabry's disease.
** CKD immune-mediated renal disease includes lupus nephritis, membranous nephropathy, minimal change disease, membranoproliferative glomerulonephritis, other types of non-IgAN glomerulonephritis.
***AIC: Akaike's Information Criterion.
Statistics summarized data; Discrimination between IgAN versus immune-mediated CKD and non-immune-mediated CKD controls for serum Gd-IgA1-specific IgG levels.
| Sensitivity | Specificity | PPV | NPV | |
| Gd-IgA1-specific IgG (IgAN vs. healthy controls) | 89% | 92% | 92% | 89% |
| Gd-IgA1-specific IgG (IgAN vs. all CKD controls) | 89% | 81% | 82% | 88% |
| Gd-IgA1-specific IgG (IgAN vs. non-immune-mediated CKD) | 89% | 96% | 96% | 90% |
| Gd-IgA1-specific IgG (IgAN vs. immune-mediated CKD) | 85% | 67% | 72% | 82% |
| Gd-IgA1 (IgAN vs. healthy controls) | 41% | 91% | 82% | 61% |
| Gd-IgA1-specific IgA (IgAN vs. healthy controls) | 34% | 92% | 81% | 58% |
PPV, Positive Predictive Value; NPV, Negative Predictive Value.