| Literature DB >> 30065042 |
Cristina Pamfil1,2, Zuzanna Makowska3, Aurélie De Groof2, Gaëlle Tilman1,2, Sepideh Babaei3, Christine Galant2,4, Pauline Montigny1,2, Nathalie Demoulin5,6, Michel Jadoul5,6, Selda Aydin4, Ralf Lesche3, Fiona McDonald3, Frédéric A Houssiau1,2, Bernard R Lauwerys1,2.
Abstract
OBJECTIVES: Chronic renal impairment remains a feared complication of lupus nephritis (LN). The present work aimed at identifying mechanisms and markers of disease severity in renal tissue samples from patients with LN.Entities:
Keywords: T cells; lupus nephritis; systemic lupus erythematosus
Mesh:
Year: 2018 PMID: 30065042 PMCID: PMC6241616 DOI: 10.1136/annrheumdis-2018-213485
Source DB: PubMed Journal: Ann Rheum Dis ISSN: 0003-4967 Impact factor: 19.103
Characteristics of the patients with SLE included in this study
| Discovery set (transcriptomic and immunohistochemistry studies) | Confirmation set (immunohistochemistry studies) | |
| Number of patients (female/male) | 32 (23/9) | 37 (34/3) |
| Age (years, median, IQR) | 30 (35.7–35.7) | 27 (22–40) |
| Apparent renal disease duration (months; median, range) | 4 (0–144) | 0 (0–156) |
| Duration of follow-up after the biopsy (months; median, range) | 82 (5–258) | 109 (37–256) |
| Ethnicity | ||
| Caucasian | 26 | 31 |
| African | 3 | 3 |
| Asiatic | 3 | 1 |
| Other | 0 | 1 |
| SLEDAI (median; range) | 16 (4–25) | 16 (6–24) |
| Serum dsDNA antibody titres (U/mL; median, IQR) | 87.3 (32.2–291.3) | 300.5 (66.7–686.7) |
| Serum C3 (mg/dL, median, IQR) | 64 (48.7–80.2) | 58.0 (33–68.5) |
| eGFR (mL/min/1.73 m2, median, IQR) | 73.0 (48.7–93.0) | 82.0 (60.0–104.0) |
| Proteinuria (g/24 hours, median, IQR) | 2.6 (1.9–4.4) | 2.0 (1.2–5.2) |
| Immunosuppressive therapy at biopsy | ||
| None (patients, n) | 16 | 19 |
| Methylprednisolone (patients, n; dose range) | 7 (4–16) | 16 (4–6) |
| Azathioprine (patients, n) | 5 | 5 |
| Mycophenolate mofetil (patients, n) | 4 | 0 |
| Glomerular histology | ||
| Class III (+V) | 4 | 6 |
| Class IV (+V) | 27 | 31 |
| Class V | 1 | 0 |
| Activity index (median, IQR) | 8 (5–11) | 10 (5–12) |
| Chronicity index (median, IQR) | 1 (1–2) | 1 (0–2) |
There are no significant differences between the groups using Mann-Whitney and Χ2 tests.
eGFR, estimated glomerular filtration rate; SLE, systemic lupus erythematosus; SLEDAI, SLE Disease Activity Index.
Figure 1Transcripts overexpressed in systemic lupus erythematosus (SLE) compared with control kidney biopsies. (A) Gene expression was determined in kidney biopsies by microarray analyses. Moderated t-tests with Benjamini-Hochberg corrections for multiple comparisons identified 478 transcripts upregulated in SLE compared with control biopsies with a p value <0.05. The figure displays log2-transformed mean-centred cyclic loess-normalised intensities across all samples. Pathway analyses indicated that a significant percentage of transcripts clustered into the indicated gene ontology terms. The complete lists of transcripts and pathways are available in online supplementary table 1. (B) An unsupervised hierarchical clustering algorithm (Pearson-centred algorithm, Ward’s linkage rule) using the same transcripts distributed the samples in three clusters, identified by a colour (same colours as in figure 2).
Figure 2Transcriptomic profiling singles out a subgroup of systemic lupus erythematosus (SLE) kidney biopsy samples with decreased estimated glomerular filtration rate (eGFR). (A) A cluster of SLE kidney biopsy samples, identified by hierarchical clustering algorithm (Pearson-centred algorithm, Ward’s linkage rule), is characterised by the overexpression of 271 transcripts (by moderated t-test, with Bonferroni correction for multiple comparisons) compared with the other lupus samples, significantly enriched in the indicated pathways. Samples designated by a black box are SLE samples. The complete lists of transcripts and pathways are available in online supplementary table 3. (B) Distribution of biological data in sera of patients with SLE at the time of the biopsy and at 1 year, according to the transcriptomic clusters determined in (A). Horizontal lines represent the median values and IQRs. P values were calculated by Mann-Whitney test. APC, antigen-presenting cells.
Clinical, biological and histological characteristics of patients with LN categorised according to the transcriptomic clusters determined in figure 2A
| APC, T and B cell cluster | Other LN samples | P values | |
| Number of patients | 14 | 18 | |
| Sex (male/female) | 5/9 | 14/4 | 0.3997* |
| Ethnicity (Caucasians/non-Caucasians) | 3/11 | 15/3 | 0.7321* |
| Age (years, median, IQR) | 28.5 (25.5–36.2) | 31.0 (24.7–38.5) | 0.9545† |
|
| |||
| eGFR (mL/min/1.72 m2, median, IQR) | 49.5 (29.2–69.2) | 88 (72.0–129.3) |
|
| Proteinuria (g/24 hours, median, IQR) | 3.39 (2.04–5.88) | 2.45 (1.14–3.89) | 0.0839† |
| Serum C3 (mg/dL, median, IQR) | 70.5 (42.5–93.2) | 64 (51.5–77.5) | 0.6213† |
| Serum dsDNA antibody titres (U/mL; median; IQR) | 34.1 (14.9–315.1) | 155.5 (77.1–306.8) | 0.0654† |
| SLEDAI-2K (median; IQR) | 18 (13–20) | 16 (16–20) | 0.9229† |
| Glomerular histology | 0.5127* | ||
| Class III (+V) | 3 | 2 | |
| Class IV (+V) | 11 | 15 | |
| Class V | 0 | 1 | |
| Activity index (median, IQR) | 10 (4–13) | 7 (5–10) | 0.1759† |
| Chronicity index (median, IQR) | 2 (1–2) | 1 (1–2) | 0.1544† |
| Apparent renal disease duration (median, months; IQR) | 4.5 (1–39) | 3.5 (2.7–16.2) | 0.9847† |
| Number of renal flares at biopsy (median; months; IQR) | 1 (1–2) | 1 (1–1) | 0.1832† |
| Immunosuppressive therapy at biopsy | 0.3086* | ||
| None (patients, n) | 9 | 7 | |
| Methylprednisolone (patients, n; mg/day; dose range) | 2 (4–16) | 5 (8–32) | |
| Azathioprine (patients, n) | 1 | 5 | |
| Mycophenolate mofetil (patients, n) | 2 | 2 | |
| Intravenous cyclophosphamide (Euro-Lupus) (patients, n) | 1 | 0 | |
|
| |||
| eGFR (mL/min/1.72 m2, median, IQR) | 54.5 (45.7–96.2) | 101.5 (80.5–121.8) |
|
| Proteinuria (g/24 hours, median, IQR) | 0.97 (0.34–2.51) | 0.87 (0.13–2.0) | 0.5590† |
| Serum C3 (mg/dL, median, IQR) | 87.55 (76.7–107.3) | 86.5 (70.5–103.0) | 0.8196† |
| Serum dsDNA antibody titres (U/mL; median; IQR) | 13.3 (8.5–46.2) | 33.5 (17.7–72.1) | 0.0984† |
| Immunosuppressive therapy after renal biopsy | 0.1038* | ||
| Intravenous steroids alone (patients, n) | 2 | 0 | |
| Mycophenolate mofetil (patients, n) | 7 | 5 | |
| Intravenous cyclophosphamide (Euro-Lupus) (patients, n) | 3 | 11 | |
| Intravenous cyclophosphamide (NIH) (patients, n) | 1 | 1 | |
| Rituximab | 1 | 0 | |
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| |||
| Duration of follow-up (months; median; IQR) | 91 (20–129) | 86 (41–136) | 0.8197† |
| Total number of renal flares at follow-up (n; median; IQR) | 1.5 (1.0–3.0) | 1.5 (1.0–2.0) | 0.4835† |
| eGFR (mL/min/1.72 m2, median, IQR) | 51.0 (11.7–72.0) | 88.5 (67.7–114.5) |
|
| ESRD (patients, n) | 5 | 3 | 0.1476‡ |
Significant P values are in bold.
*P values calculated by Χ2 tests.
†P values calculated by Mann-Whitney tests.
‡P values calculated by Gehan-Breslow-Wilcoxon test.
APC, antigen-presenting cells, eGFR, estimated glomerular filtration rate; ESRD, end- stage renal disease; LN, lupus nephritis; NIH, National Institutes of Health; SLEDAI, SLE Disease Activity Index.
Figure 3The presence of adaptive immune effectors in the systemic lupus erythematosus (SLE) kidney interstitium is associated with decreased estimated glomerular filtration rate (eGFR). (A) CD21-negative and (B) CD21-positive T and B cell aggregates in the interstitium are shown in serial sections from two SLE kidney biopsies. (C) Digital quantification of the CD3, CD8 and CD20 stains (Log2 scale) confirms higher numbers of T and B cells in SLE kidney biopsy fragments from the cluster of samples overexpressing T and B cell-associated transcripts in the microarray data. (D) Digital quantification of the CD3, CD8 and CD20 stains in an independent group of SLE kidney biopsies indicates higher numbers of T and B cells in patients with decreased baseline eGFR. Horizontal lines represent the median values and IQRs. P values were calculated by Mann-Whitney test. APC, antigen-presenting cells.
Figure 4The presence of adaptive immune effectors in the systemic lupus erythematosus (SLE) kidney interstitium is associated with impaired renal tubular cell phenotype and functions. (A) The microarray data set was analysed to identify genes that show >0.4 or <−0.4 value of Pearson correlation to CD3, CD8, CD4, CD19 transcripts from the same microarray data set, or to the digital quantification of SDC1 in the histological specimens from the same biopsies. The resulting gene sets were then annotated using DAVID software and the selected top pathway enrichment scores (−log10 p value) are shown as different hues of green (for the sets of genes showing positive correlation with the respective variable) and red (negative correlation). Grey squares indicate that the pathway is not enriched in the list of transcripts. Transcripts and pathways are listed in online supplementary tables 4–8. (B) H&E and SDC1 stains on consecutive slides from patients without (upper line) or with (lower line) tubular infiltration by mononuclear cells. The arrow indicates CD138-positive infiltrating plasmablasts. (C) Quantification of the SDC1 stain in SLE kidney biopsies used in the microarray experiments indicates lower SDC1 in patients with higher renal tubular cell damage and lower estimated glomerular filtration rate (eGFR). P values were calculated by Mann-Whitney tests.