| Literature DB >> 28778196 |
Bancha Satirapoj1, Chagriya Kitiyakara2, Asada Leelahavanichkul3, Yingyos Avihingsanon3, Ouppatham Supasyndh4.
Abstract
BACKGROUND: Tubulointerstitial injury is important to predict the progression of lupus nephritis (LN). Urine neutrophil gelatinase-associated lipocalin (NGAL) has been reported to detect worsening LN disease activity. Thus, urine NGAL may predict renal outcomes among lupus patients.Entities:
Keywords: Neutrophil gelatinase-associated lipocalin (NGAL); ROC curve; lupus nephritis (LN); systemic lupus erythematosus (SLE)
Mesh:
Substances:
Year: 2017 PMID: 28778196 PMCID: PMC5545009 DOI: 10.1186/s12882-017-0678-3
Source DB: PubMed Journal: BMC Nephrol ISSN: 1471-2369 Impact factor: 2.388
Clinical characteristics
| Variables | N (%) or mean ± SD | Median with IQR |
|---|---|---|
| Female (N, %) | 66 (97.1%) | |
| Age (years) | 31.7 ± 10.0 | 32 (23, 38) |
| Body weight (kg) | 54.7 ± 14.9 | 50.9 (45.9, 62) |
| Body mass index | 20.1 ± 3.9 | |
| Duration of SLE (years) | 6.3 ± 6.3 | 4 (2, 8.5) |
| Systolic blood pressure (mmHg) | 126.7 ± 24.3 | 128 (119, 138.5) |
| Diastolic blood pressure (mmHg) | 79.4 ± 19.2 | 78.5 (70, 92) |
| Systemic organ involvements (N, %) | ||
| Arthritis | 14 (20.6%) | |
| Cutaneous lupus | 14 (20.6%) | |
| Hematologic involvement | 8 (11.8%) | |
| Serositis | 4 (5.9%) | |
| Neurological involvement | 1 (1.5%) | |
| Baseline SLEDAI score | 10.8 ± 3.3 | 10 (8, 12) |
| Baseline Renal SLEDAI score | 7.0 ± 2.9 | 8 (4, 8) |
| ISN/RPS class (N, %) | ||
| Class III | 5 (7.4%) | |
| Class IV | 49 (72.1%) | |
| Class III + V | 4 (5.9%) | |
| Class IV + V | 10 (14.7%) | |
| Renal activity index | 8.5 ± 2.9 | 8 (6, 11.5) |
| Renal chronicity index | 1.9 ± 1.7 | 2 (0, 3) |
| Immunosuppressive agents (N, %) | ||
| Induction with high cyclophosphamide | 37 (62.7%) | |
| Induction with mycophenolate | 22 (37.3%) | |
| Mean dose of mycophenolate (mg/day) | 29.6 ± 17.1 | 30 (20, 35) |
| Prednisolone | 67 (98.5%) | |
| Hydroxychloroquine | 32 (47.1%) | |
| Anti-hypertensive and lipid lowering agents (N, %) | ||
| RAAS blockers | 51 (75%) | |
| Calcium channel blockers | 10 (14.7%) | |
| Diuretics | 28 (41.2%) | |
| Statins | 43 (63.2%) | |
| Laboratory data | ||
| Positive ANA (%) | 67 (98.5%) | |
| Positive anti-dsDNA (%) | 57 (83.8%) | |
| Low complement component 3 (C3) (%) | 31 (60.8%) | |
| Serum complement component C3 levels (g/L) | 1.2 ± 1.8 | 0.7 (0.4, 1.1) |
| Hematocrit (%) | 26.5 ± 11.2 | 30 (13.7, 34.6) |
| Serum albumin (g/dL) | 2.7 ± 0.9 | 3 (2, 3.2) |
| Serum creatinine (mg/dL) | 0.9 ± 0.5 | 0.8 (0.7, 1.1) |
| Estimated GFR (mL/min/1.73 m2) | 89.6 ± 33.7 | 89.4 (63.7, 116.8) |
| UPCR (g/g creatinine) | 5.9 ± 4.8 | 4.8 (2.5, 6.9) |
Abbreviations ANA antinuclear antibody, Anti-dsDNA anti-double-stranded DNA antibody, ISN/RPS International Society of Nephrology/Renal Pathology Society, GFR glomerular filtration rate, RAAS renin angiotensin aldosterone system, SLEDAI systemic lupus erythematosus disease activity index, UPCR urine protein creatinine ratio
Values for categorical variables are given as number (percentage); values for continuous variables, as mean ± standard deviation or median [interquartile range]
Baseline conventional renal biomarkers with renal response after induction therapy
| Complete response | Partial response | Non-response |
| |
|---|---|---|---|---|
| ( | ( | ( | ||
| Renal activity index | 7 (5, 11) | 9 (6, 12) | 8 (6, 10) | 0.760 |
| Renal chronicity index | 0 (0, 3)a,b | 2 (0, 3)c | 3 (3, 4)a,b,c | 0.008 |
| SLEDAI score | 12 (10, 14)a | 10 (8, 12)a | 12 (8, 16) | 0.018 |
| Renal SLEDAI score | 8 (4, 8) | 4 (4, 8) | 8 (8, 12) | 0.077 |
| Positive Anti-dsDNA (%) | 17 (100%) | 39 (97.5%) | 11 (100%) | 0.705 |
| Serum complement C3 levels (g/L) | 0.4 (0.3, 0.6)a,b | 0.8 (0.5, 1)a,c | 1.3 (0.9, 1.4) a,b,c | 0.001 |
| Hematocrit (%) | 29 (13.1, 33.6) | 30.3 (11.9, 35.8) | 32.9 (14.9, 36) | 0.568 |
| Serum albumin (g/dL) | 2.9 (2.3, 3.3) | 3 (2, 3) | 3 (3, 3.2) | 0.573 |
| Serum creatinine (mg/dL) | 0.8 (0.6, 0.9) | 0.9 (0.7, 1.2) | 0.7 (0.7, 1.2) | 0.553 |
| Estimated GFR (mL/min/1.73 m2) | 98.5 (85.3, 118.5) | 84.2 (59.2, 111.7) | 96.2 (53.7, 120.2) | 0.467 |
| UPCR (g/g creatinine) | 3.1 (2, 4.5)a | 5.5 (3.9, 8.6)a | 4.6 (2.1, 6.9) | 0.011 |
Abbreviations Anti-dsDNA anti-double-stranded DNA antibody, GFR glomerular filtration rate, RAAS; renin angiotensin aldosterone system, SLEDAI systemic lupus erythematosus disease activity index, UPCR urine protein creatinine ratio
Values for categorical variables are given as median [interquartile range]
P-value corresponds to ANOVA test, Kruskal-Wallis test (comparison 3 groups) and Mann–Whitney U (comparison 2 groups), acomplete response vs. partial response, bcomplete response vs. nonresponse and cpartial response vs. nonresponse
Define term of complete response is return of serum creatinine to previous baseline, plus a decline in the UPCR to <500 mg/g
Define term of partial response is stabilization (±25%), or improvement of SCr, but not to normal, plus a ≥ 50% decrease in UPCR. If there was nephrotic-range proteinuria, improvement requires a ≥ 50% reduction in UPCR, and a UPCR <3000 mg/g
Define term of non-response is a sustained 25% increase in serum creatinine or a < 50% decrease in UPCR
Fig. 1Baseline urinary NGAL among LN patients with renal response after induction therapy a Baseline urinary NGAL (ng/mL) among LN patients with renal response after induction therapy and b Baseline urinary NGAL to creatinine ratio (ng/mg Cr) among LN patients with renal response after induction therapy
Correlation of urine NGAL with other parameters at baseline in active lupus nephritis
| Urine NGAL (ng/mL) | Urine NGAL (ng/mgCr) | |||
|---|---|---|---|---|
| Spearman’s rho |
| Spearman’s rho |
| |
| Age (years) | 0.089 | 0.473 | 0.001 | 0.992 |
| ACEIs or ARBs | −0.018 | 0.883 | 0.007 | 0.955 |
| Diuretics | −0.059 | 0.635 | −0.116 | 0.344 |
| Systolic blood pressure (mmHg) | 0.360 | 0.003 | 0.198 | 0.105 |
| Diastolic blood pressure (mmHg) | 0.359 | 0.003 | 0.045 | 0.715 |
| SLEDAI score | −0.079 | 0.523 | 0.034 | 0.780 |
| Renal SLEDAI score | 0.069 | 0.576 | 0.086 | 0.485 |
| Positive anti-dsDNA antibody | 0.040 | 0.743 | −0.171 | 0.163 |
| Serum complement C3 levels (g/L) | 0.273 | 0.053 | 0.038 | 0.793 |
| Low complement C3 | −0.389 | 0.005 | −0.130 | 0.365 |
| Serum creatinine (mg/dL) | 0.231 | 0.058 | 0.344 | 0.004 |
| UPCI (g/g creatinine) | 0.280 | 0.021 | −0.014 | 0.910 |
| Estimated GFR (mL/min/1.73 m2) | −0.262 | 0.031 | −0.270 | 0.026 |
Abbreviations ACEI, angiotensin converting enzyme inhibitor, Anti-dsDNA anti-double-stranded DNA antibody, ARBs, angiotensin receptor blockers, GFR glomerular filtration rate, RAAS renin angiotensin aldosterone system, SLEDAI systemic lupus erythematosus disease activity index, UPCR urine protein creatinine ratio
Fig. 2Graph ROC curves showing Area under the Curve (AUC) of urine NGAL to predict renal response after induction therapy. Abbreviations: GFR; Glomerular filtration rate, UPCR; Urine protein creatinine ratio, UNGAL; urine neutrophil gelatinase associated lipocalin
Cut-off levels for urine NGAL in predicting renal response after induction therapy
| Cut off: | Sensitivity | Specificity | PPV | NPV | Accuracy |
|---|---|---|---|---|---|
| 18.01 | 81.8% | 50.9% | 24.3% | 93.5% | 55.9% |
| 18.45 | 72.7% | 50.9% | 22.2% | 90.6% | 54.4% |
| 18.79 | 72.7% | 52.6% | 22.9% | 90.9% | 55.9% |
| 19.91 | 72.7% | 54.4% | 23.5% | 91.2% | 57.4% |
| 21.40 | 72.7% | 56.1% | 24.2% | 91.4% | 58.8% |
| 22.18 | 72.7% | 57.9% | 25.0% | 91.7% | 60.3% |
| 22.51 | 72.7% | 59.6% | 25.8% | 91.9% | 61.8% |
| 23.01 | 72.7% | 61.4% | 26.7% | 92.1% | 63.2% |
| 23.45 | 72.7% | 63.2% | 27.6% | 92.3% | 64.7% |
| 24.98 | 72.7% | 64.9% | 28.6% | 92.5% | 66.2% |
| 27.24 | 72.7% | 66.7% | 29.6% | 92.7% | 67.6% |
| 28.08 | 72.7% | 68.4% | 30.8% | 92.9% | 69.1% |
| 28.32 | 63.6% | 68.4% | 28.0% | 90.7% | 67.6% |
| 30.16 | 63.6% | 71.9% | 30.4% | 91.1% | 70.6% |
| 34.12 | 63.6% | 73.7% | 31.8% | 91.3% | 72.1% |
| 36.79 | 54.5% | 73.7% | 28.6% | 89.4% | 70.6% |
| 38.92 | 54.5% | 77.2% | 31.6% | 89.8% | 73.5% |
| 41.91 | 54.5% | 78.9% | 33.3% | 90.0% | 75.0% |
| 44.24 | 54.5% | 80.7% | 35.3% | 90.2% | 76.5% |
| 54.21 | 54.5% | 82.5% | 37.5% | 90.4% | 77.9% |
| 63.73 | 54.5% | 86.0% | 42.9% | 90.7% | 80.9% |
| 64.90 | 54.5% | 87.7% | 46.2% | 90.9% | 82.4% |
| 65.45 | 54.5% | 89.5% | 50.0% | 91.1% | 83.8% |
| 66.64 | 45.5% | 89.5% | 45.5% | 89.5% | 82.4% |
| 70.72 | 45.5% | 91.2% | 50.0% | 89.7% | 83.8% |
| 82.96 | 45.5% | 93.0% | 55.6% | 89.8% | 85.3% |