| Literature DB >> 30742665 |
Ioannis Parodis1,2, Huihua Ding3,4, Agneta Zickert1,2, Guillaume Cosson1,2, Madiha Fathima1,2, Caroline Grönwall1,2, Chandra Mohan3, Iva Gunnarsson1,2.
Abstract
Axl is a receptor tyrosine kinase with important functions in immune regulation. We investigated serum levels of soluble (s)Axl in lupus nephritis (LN) in association with renal disease activity, tissue damage and treatment response. We surveyed 52 patients with International Society of Nephrology/Renal Pathology Society (ISN/RPS) class III/IV LN and 20 healthy controls. Renal biopsies were performed at the time of active LN and post-treatment. Patients were classified as clinical responders (CRs) or clinical non-responders based on the American College of Rheumatology (ACR) criteria. Improvement by ≥50% in renal activity index scores defined histological responders (HRs). sAxl levels were elevated in patients compared to controls (median: 18.9 ng/mL), both at baseline (median: 45.7; P<0.001) and post-treatment (median: 41.2 ng/mL; P<0.001). Baseline sAxl levels were higher in patients with class IV (median: 47.7 ng/mL) versus class III (median: 37.5 ng/mL) nephritis (P = 0.008), and showed moderate correlations with albuminuria (r = 0.30, P = 0.030) and creatinine (r = 0.35, P = 0.010). Baseline sAxl levels decreased in CRs (P = 0.002) and HRs (P<0.001), but not in non-responders; levels ≥36.6 ng/mL yielded a >5 times higher probability of histology-based response (odds ratio, OR: 5.5; 95% confidence interval, CI: 1.2-25.1). High post-treatment sAxl levels were associated with worsening in chronicity index scores (P = 0.025); low levels predicted favourable renal outcome (creatinine ≤88.4 μmol/L) 10 years after the baseline renal biopsy (area under the curve: 0.71; 95% CI: 0.54-0.89). In conclusion, sAxl may prove useful as a marker of renal activity, histological response to immunosuppression, and renal damage progression in LN. Persistently high sAxl levels after completion of treatment may be indicative of a need for treatment intensification.Entities:
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Year: 2019 PMID: 30742665 PMCID: PMC6370217 DOI: 10.1371/journal.pone.0212068
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Baseline characteristics.
| ISN/RPS class III/IV | ISN/RPS class V | |
|---|---|---|
| 30.0 (23.9–39.3) | 45.7 (28.3–57.1) | |
| 45 (86.5) | 10 (83.3) | |
| Caucasian; n (%) | 50 (96.2) | 10 (83.3) |
| African/African American; n (%) | 1 (1.9) | 0 (0.0) |
| Asian; n (%) | 1 (1.9) | 2 (16.7) |
| 2.6 (0.1–7.6) | 9.5 (0.3–20.4) | |
| 7.6 (6.6–8.5) | 8.6 (7.7–10.3) | |
| 16.0 (12.0–20.0) | 11.5 (10.0–18.3) | |
| 10.0 (0.0–20.0) | 5.6 (0.0–15.0) | |
| 15 (28.8) | 2 (16.7) | |
| 22 (34.4) | 3 (25.0) | |
| Azathioprine; n (%) | 12 (23.1) | 2 (16.7) |
| Methotrexate; n (%) | 4 (7.7) | 0 |
| Mycophenolate mofetil; n (%) | 2 (3.8) | 1(8.3) |
| Oral cyclophosphamide; n (%) | 1 (1.9) | 0 |
| None; n (%) | 33 (63.5) | 9 (75.5) |
| 38 (73.1) | 12 (100) | |
| 25 (49.0), N = 51 | 9 (75.0) | |
| 5 (9.8), N = 51 | 2 (16.7) |
The number of observations was 52 in the ISN/RPS class III/IV group and 12 in the class V group unless otherwise indicated.
ISN/RPS, International Society of Nephrology/Renal Pathology Society; SLE, systemic lupus erythematosus; SLEDAI-2K, SLE Disease Activity Index 2000; ACE, angiotensin-converting enzyme; ARBs, angiotensin receptor blockers; M, median; IQR, interquartile range.
Comparisons between baseline and post-treatment evaluation.
| Baseline | Post-treatment | ||
|---|---|---|---|
| I | 0 | 1 (1.9) | - |
| II | 0 | 15 (28.8) | - |
| III | 20 (38.5) | 17 (53.1) | - |
| IV | 32 (61.5) | 9 (17.3) | - |
| V | 0 | 9 (17.3) | - |
| Glomerular vasculitis | 0 | 1 (1.9) | - |
| 6.0 (5.0–8.0) | 2.0 (1.0–3.0) | ||
| 1.0 (0.0–2.0) | 2.0 (1.0–3.0) | ||
| 16 (12.0–20.0) | 4.0 (2.0–7.8) | ||
| 45.7 (36.6–56.0) | 41.2 (30.8–53.9) | ||
| 52 (100) | 48 (92.3) | - | |
| 200.0 (50.0–600 | 26.0 (13.5–74.5), N = 49 | ||
| 38 (74.5), N = 51 | 26 (50.0) | - | |
| 45.4 (13.4–78.4), N = 51 | 13.7 (6.8–36.2) | ||
| 0.50 (0.36–0.73) | 0.80 (0.62–1.08) | ||
| 0.08 (0.04–0.13) | 0.13 (0.10–0.17) | ||
| 1.4 (0.7–2.6), N = 51 | 0.2 (0.04–0.8), N = 51 | ||
| 76.5 (62.5–91.3) | 72.5 (61.4–81.9) | ||
| ISN/RPS class III | 66.8 (57.0–79.0), N = 20 | 68.0 (55.8–80.7), N = 20 | 0.936 |
| ISN/RPS class IV | 82.9 (68.0–100.2), N = 32 | 73.4 (63.7–83.7), N = 32 | |
| 80.0 (71.3–97.0) | 87.5 (77.0–97.8) | ||
| ISN/RPS class III | 89.0 (79.3–103.0), N = 20 | 89.0 (81.0–98.5), N = 20 | 0.881 |
| ISN/RPS class IV | 75.5 (62.8–89.5), N = 32 | 87.0 (75.5–96.8), N = 32 | |
| - | |||
| Stage 1; n (%) | 18 (34.6) | 24 (46.2) | - |
| Stage 2; n (%) | 25 (48.1) | 24 (46.2) | - |
| Stage 3; n (%) | 8 (15.4) | 3 (5.8) | - |
| Stage 4; n (%) | 1 (1.9) | 1 (1.9) | - |
The number of observations (N) was 52 unless otherwise stated. The lower and upper detection limits of the assay used for the determination of anti-dsDNA levels were 5 IU/mL and 300 IU/mL, respectively. The upper limit of the assay used for estimating anti-C1q levels was 100 U/mL. The non-parametric Wilcoxon signed rank test was used for the comparisons. Statistically significant P-values are in bold.
ISN/RPS, International Society of Nephrology/Renal Pathology Society; SLE, systemic lupus erythematosus; SLEDAI-2K, SLE Disease Activity Index 2000; anti-dsDNA, antibodies against double-stranded DNA; anti-C1q, antibodies against complement component 1q; eGFR, estimated glomerular filtration rate; CKD, chronic kidney disease; h, hour; U, urine; M, median; IQR, interquartile range.
a Patients with ISN/RPS class III lupus nephritis were further stratified into patients with active lesions in the biopsy (class III A; n = 13 at baseline; n = 0 post-treatment), active lesions and chronic changes (class III A/C; n = 7 at baseline; n = 9 post-treatment), and chronic changes only (class III C; n = 0 at baseline; n = 8 post-treatment). Accordingly, patients with ISN/RPS class IV glomerulonephritis (segmental or global) were further stratified into patients with active lesions in the renal biopsy (class IV A; n = 16 at baseline; n = 2 post-treatment), active lesions and chronic changes (class IV A/C; n = 16 at baseline; n = 5 post-treatment), and chronic changes only (class IV C; n = 0 at baseline; n = 2 post-treatment).
b Based on the baseline renal biopsy evaluation.
c >300 IU/mL (upper detection limit of the assay).
Comparative analysis of ISN/RPS class III versus class IV nephritis.
| ISN/RPS class III | ISN/RPS class IV | |||
|---|---|---|---|---|
| 5 (25.0) | 5 (15.6) | 0.480 | ||
| 5.0 (4.3–7.0) | 6.0 (5.0–9.8) | 0.165 | ||
| 1.0 (1.0–4.8) | 2.0 (1.0–2.0) | 0.430 | ||
| 0.5 (0.0–1.0) | 1.0 (0.0–3.0) | 0.162 | ||
| 1.0 (1.0–2.0) | 2.0 (1.0–3.8) | 0.084 | ||
| 14.5 (11.3–18.0) | 16.0 (13.0–21.8) | 0.146 | ||
| 4.0 (2.5–8.0) | 4.0 (2.0–6.0) | 0.609 | ||
| 0.9 (0.3–1.4) | 1.9 (1.0–3.9), N = 31 | |||
| 0.3 (0.03–0.7) | 0.2 (0.06–1.0), N = 31 | 0.757 | ||
| 66.8 (57.0–79.0) | 82.9 (68.0–100.2) | |||
| 68.0 (55.8–80.7) | 73.4 (63.7–83.7) | 0.314 | ||
| 89.0 (79.3–103.0) | 75.5 (62.8–89.5) | |||
| 89.0 (81.0–98.5) | 87.0 (75.5–96.8) | 0.440 | ||
| 37.5 (31.4–49.0) | 47.7 (40.5–62.7) | |||
| 36.4 (28.3–45.6) | 43.9 (30.8–54.6) | 0.267 | ||
| 200.0 (98.8–600 | 200.0 (27.0–600 | 0.373 | ||
| 22.0 (12.8–78.0), N = 18 | 26.0 (15.0–74.0), N = 31 | 0.507 | ||
| 54.3 (16.0–173.8) | 25.9 (12.3–71.1), N = 31 | 0.309 | ||
| 20.5 (6.0–38.4) | 10.8 (8.2–34.5) | 0.481 | ||
| 0.49 (0.33–0.65) | 0.51 (0.38–0.75) | 0.469 | ||
| 0.67 (0.51–0.95) | 0.82 (0.66–1.14) | 0.071 | ||
| 0.07 (0.04–0.13) | 0.10 (0.04–0.13) | 0.546 | ||
| 0.11 (0.07–0.16) | 0.15 (0.11–0.18) | 0.084 | ||
| 6 (30.0) | 19 (61.3), N = 31 | |||
| 2 (10.0) | 3 (9.7), N = 31 | 1.000 | ||
The number of observations (N) was 20 for the ISN/RPS class III LN group and 32 for the class IV LN group unless otherwise stated. The lower and upper detection limits of the assay used for the determination of anti-dsDNA levels were 5 IU/mL and 300 IU/mL, respectively. The upper limit of the assay used for estimating anti-C1q levels was 100 U/mL. The non-parametric Mann-Whitney U test was used for the comparisons unless otherwise stated. Statistically significant P-values are in bold.
ISN/RPS, International Society of Nephrology/Renal Pathology Society; SLE, systemic lupus erythematosus; SLEDAI-2K, SLE Disease Activity Index 2000; anti-dsDNA, antibodies against double-stranded DNA; anti-C1q, antibodies against complement component 1q; eGFR, estimated glomerular filtration rate; h, hour; U, urine; M, median; IQR, interquartile range.
a >300 IU/mL (upper detection limit of the assay).
b P-value derived from Fisher’s exact test.
c P-value derived from Pearson’s chi-square test.
Fig 1sAxl levels in LN patients and healthy subjects.
The scatterplots in panel A delineate serum levels of soluble (s)Axl receptor in patients with lupus nephritis (LN) before and after induction treatment (n = 52), and in healthy controls (n = 20). Baseline serum levels of sAxl in LN patients were significantly elevated (median; IQR: 45.7; 36.6–56.0 ng/mL) compared with the healthy controls (P<0.001; Mann-Whitney U test). Following treatment, serum levels of sAxl showed a significant decrease (P = 0.001; Wilcoxon signed-rank test), but remained significantly higher compared to serum sAxl levels in healthy controls (P<0.001; Mann-Whitney U test). In panel B, the scatterplots delineate serum levels of sAxl across nephritis classes. Baseline serum levels of sAxl were higher in patients with ISN/RPS class IV LN compared to patients with ISN/RPS class III nephritis (P-value derived from Mann-Whitney U test). Lines and whiskers denote medians and the 25th and 75th percentiles. Outliers may have been omitted due to scaling.
Baseline versus post-treatment characteristics in relation to clinical response.
| SLE duration until baseline (years); M (IQR) | 2.7 (0.1–8.2) | - | - |
| Prednisone equivalent dose (mg/day); M (IQR) | 10.0 (0.0–20.0) | 10.0 (7.5–15.0) | 0.670 |
| Antimalarial agents; n (%) | 13 (31.7) | 16 (39.0) | - |
| Induction treatment; n (%) | |||
| Intravenous cyclophosphamide | 29 (70.7) | - | - |
| Mycophenolate mofetil | 9 (22.0) | - | - |
| Rituximab | 3 (7.3) | - | - |
| ACE inhibitors and/or ARBs; n (%) | 30 (73.2) | 30 (73.2) | - |
| ISN/RPS class; n | |||
| I/II | 0 | 13 | - |
| III (A; A/C; C) | 14 (9; 5; 0) | 13 (0; 6; 7) | - |
| IV (A; A/C; C) | 27 (11; 16; 0) | 5 (1; 2; 2) | - |
| V | 0 | 9 | - |
| Glomerular vasculitis | 0 | 1 | - |
| Activity Index; M (R) | 6.0 (4.0–8.0) | 1.0 (1.0–2.0) | |
| Chronicity Index; M (R) | 1.0 (0.0–3.0) | 2.0 (1.0–3.0) | |
| Anti-dsDNA (IU/mL); M (IQR) | 185.0 (39.8–600.0) | 20.0 (10.8–77.3) | |
| Anti-C1q (U/mL); M (IQR) | 43.1 (13.1–76.6) | 12.9 (6.1–32.0) | |
| C3 (g/L); M (IQR) | 0.50 (0.38–0.73) | 0.82 (0.64–1.13) | |
| C4 (g/L); M (IQR) | 0.07 (0.04–0.13) | 0.14 (0.10–0.20) | |
| 24-h U-albumin (g/day); M (IQR) | 1.4 (0.6–2.5) | 0.1 (0.03–0.4) | |
| Creatinine (μmol/L); M (IQR) | 74.0 (60.7–94.1) | 71.5 (61.6–81.4) | |
| eGFR (mL/min/1.73 m2); M (IQR) | 81.0 (68.0–98.5) | 87.0 (76.5–98.0) | |
| Serum sAxl levels (ng/mL); M (IQR) | 44.9 (37.0–58.1) | 40.8 (30.2–53.7) | |
| SLE duration until baseline (years); M (IQR) | 2.5 (1.2–7.7) | - | - |
| Prednisone equivalent dose (mg/day); M (IQR) | 5.0 (0.0–30.0) | 12.5 (10.0–15.0) | 0.759 |
| Antimalarial agents; n (%) | 2 (18.2) | 1 (9.1) | - |
| Induction treatment; n (%) | |||
| Intravenous cyclophosphamide | 11 (100) | - | - |
| ACE inhibitors and/or ARBs; n (%) | 8 (72.7) | 8 (72.7) | - |
| ISN/RPS class; n | |||
| I/II | 0 | 2 | - |
| III (A; A/C; C) | 6 (4; 2; 0) | 3 (0; 3; 0) | - |
| IV (A; A/C; C) | 5 (5; 0; 0) | 4 (1; 3; 0) | - |
| V | 0 | 2 | - |
| Activity Index; M (IQR) | 7.0 (5.0–10.0) | 5.0 (2.0–9.0) | 0.080 |
| Chronicity Index; M (IQR) | 1.0 (0.0–1.0) | 2.0 (1.0–3.0) | 0.016 |
| Anti-dsDNA (IU/mL); M (IQR) | 600.0 (110.0–600.0) | 45.0 (24.0–75.0) | |
| Anti-C1q (U/mL); M (IQR) | 63.7 (16.5–200.0) | 33.7 (9.0–39.0) | |
| C3 (g/L); M (IQR) | 0.43 (0.30–0.77) | 0.64 (0.53–0.89) | |
| C4 (g/L); M (IQR) | 0.10 (0.07–0.11) | 0.10 (0.08–0.15) | 0.100 |
| 24-h U-albumin (g/day); M (IQR) | 1.9 (0.7–2.7) | 1.9 (1.4–3.1) | 0.755 |
| Creatinine (μmol/L); M (IQR) | 79.0 (67.7–87.5) | 75.3 (56.5–83.7) | 0.306 |
| eGFR (mL/min/1.73 m2); M (IQR) | 80.0 (74.0–90.0) | 90.0 (82.0–93.0) | 0.197 |
| Serum sAxl levels (ng/mL); M (IQR) | 46.5 (30.5–48.2) | 41.4 (31.3–54.6) | 0.248 |
Comparisons between baseline and post-treatment characteristics including serum soluble (s)Axl levels in patient groups stratified according to clinical response to induction treatment. The non-parametric Wilcoxon signed rank test was used for the comparisons. Statistically significant P-values are in bold.
ACE, angiotensin-converting enzyme; ARBs, angiotensin receptor blockers; eGFR, estimated glomerular filtration rate; h, hour; U, urine; M, median; IQR, interquartile range.
Fig 2sAxl levels in relation to treatment outcomes.
The scatterplots illustrate differences in soluble (s)Axl levels in patient groups stratified based on histological (A) and clinical (B) outcomes. Baseline serum sAxl levels were higher in histological responders (HRs) compared to histological non-responders (HnRs) (P-value derived from Mann-Whitney U test), and decreased following treatment in HRs but not in HnRs (P-values derived from Wilcoxon signed-rank tests). Accordingly, sAxl levels decreased following treatment in clinical responders (CRs) but not in clinical non-responders (CnRs). Lines and whiskers denote medians and the 25th and 75th percentiles. Outliers may have been omitted due to scaling.
Baseline versus post-treatment characteristics in relation to histological response.
| SLE duration until baseline (years); M (IQR) | 2.7 (0.06–7.6) | - | - |
| Prednisone equivalent dose (mg/day); M (IQR) | 7.5 (0.0–20.0) | 10.0 (7.5–15.0) | 0.907 |
| Antimalarial agents; n (%) | 14 (32.6) | 17 (39.5) | - |
| Induction treatment; n (%) | |||
| Intravenous cyclophosphamide | 32 (74.4) | - | - |
| Mycophenolate mofetil | 8 (18.6) | - | - |
| Rituximab | 3 (7.0) | - | - |
| ACE inhibitors and/or ARBs; n (%) | 32 (74.4) | 32 (74.4) | - |
| ISN/RPS class; n | |||
| I/II | 0 | 16 | - |
| III (A; A/C; C) | 14 (10; 4; 0) | 13 (0; 5; 8) | - |
| IV (A; A/C; C) | 29 (14; 15; 0) | 4 (1; 1; 2) | - |
| V | 0 | 9 | - |
| Glomerular vasculitis | 0 | 1 | - |
| Activity Index; M (R) | 6.0 (4.0–8.0) | 1.0 (1.0–2.0) | |
| Chronicity Index; M (R) | 1.0 (0.0–2.0) | 1.0 (1.0–3.0) | |
| Anti-dsDNA (IU/mL); M (IQR) | 185.0 (41.3–600.0) | 20.5 (12.3–65.5) | |
| Anti-C1q (U/mL); M (IQR) | 46.3 (13.3–92.8) | 14.4 (5.8–36.2) | |
| C3 (g/L); M (IQR) | 0.50 (0.38–0.73) | 0.80 (0.63–1.06) | |
| C4 (g/L); M (IQR) | 0.07 (0.04–0.11) | 0.13 (0.10–0.18) | |
| 24-h U-albumin (g/day); M (IQR) | 1.4 (0.6–2.3) | 0.1 (0.03–0.5) | |
| Creatinine (μmol/L); M (IQR) | 72.5 (61.2–92.2) | 68.0 (61.0–80.9) | |
| eGFR (mL/min/1.73 m2); M (IQR) | 84.0 (71.0–98.0) | 90.0 (78.0–98.0) | |
| Serum sAxl levels (ng/mL); M (IQR) | 47.3 (38.4–59.4) | 40.8 (29.8–54.1) | |
| SLE duration until baseline (years); M (IQR) | 2.5 (1.4–11.3) | - | - |
| Prednisone equivalent dose (mg/day); M (IQR) | 10.0 (7.5–25.0) | 15.0 (11.3–15.0) | 1.000 |
| Antimalarial agents; n (%) | 1 (11.1) | 0 (0.0) | - |
| Induction treatment; n (%) | |||
| Intravenous cyclophosphamide | 8 (88.9) | - | - |
| Mycophenolate mofetil | 1 (11.1) | - | - |
| ACE inhibitors and/or ARBs; n (%) | 6 (66.7) | 6 (66.7) | - |
| ISN/RPS class; n | |||
| III (A; A/C; C) | 6 (3; 3; 0) | 4 (0; 4; 0) | - |
| IV (A; A/C; C) | 3 (2; 1; 0) | 5 (1; 4; 0) | - |
| Activity Index; M (R) | 6.0 (5.0–9.0) | 7.0 (5.0–9.0) | 0.942 |
| Chronicity Index; M (R) | 1.0 (0.5–3.0) | 3.0 (1.0–4.0) | |
| Anti-dsDNA (IU/mL); M (IQR) | 600.0 (115.0–600.0) | 61.0 (32.5–122.0) | |
| Anti-C1q (U/mL); M (IQR) | 22.0 (13.1–70.1) | 12.9 (9.3–36.4) | |
| C3 (g/L); M (IQR) | 0.60 (0.35–0.73) | 0.73 (0.56–1.09) | |
| C4 (g/L); M (IQR) | 0.11 (0.10–0.13) | 0.15 (0.09–0.17) | 0.095 |
| 24-h U-albumin (g/day); M (IQR) | 1.1 (0.7–2.8) | 1.4 (0.4–2.2) | 0.110 |
| Creatinine (μmol/L); M (IQR) | 81.9 (74.3–96.0) | 81.9 (70.7–85.6) | 0.678 |
| eGFR (mL/min/1.73 m2); M (IQR) | 78.0 (72.0–83.5) | 82.0 (73.5–88.5) | 0.594 |
| Serum sAxl levels (ng/mL); M (IQR) | 36.5 (30.6–47.1) | 41.8 (35.1–51.5) | 0.374 |
Comparisons between baseline and post-treatment characteristics including serum soluble (s)Axl levels in patient groups stratified according to histological response to induction treatment. The non-parametric Wilcoxon signed rank test was used for the comparisons. Statistically significant P-values are in bold.
ACE, angiotensin-converting enzyme; ARBs, angiotensin receptor blockers; eGFR, estimated glomerular filtration rate; h, hour; U, urine; M, median; IQR, interquartile range.
Fig 3sAxl levels and long-term renal outcome.
We investigated the performance of serum soluble (s)Axl levels as a predictor of unfavourable long-term renal outcome. In ROC-curve analysis, high post-treatment sAxl levels predicted non-attainment of good renal outcome at the 10-year follow-up, with the optimal threshold value being determined at a level of 41.6 ng/mL. Levels >41.6 ng/mL yielded a sensitivity of 42.1% (95% CI: 21–66%) and a specificity of 90.9% (95% CI: 69–98%) for predicting failure to attain/maintain a good renal function at 10 years from baseline. The corresponding positive predictive value (PPV, true positive) was 80.0% (95% CI: 44–96%) and the negative predictive value (NPV, true negative) was 64.5% (95% CI: 45–80%). ROC, receiver operating characteristics; AUC, area under the curve; CI, confidence interval.