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. 2014 Aug;66(8):2246-2258.
doi: 10.1002/art.38679.

Identification of stage-specific genes associated with lupus nephritis and response to remission induction in (NZB × NZW)F1 and NZM2410 mice

Affiliations

Identification of stage-specific genes associated with lupus nephritis and response to remission induction in (NZB × NZW)F1 and NZM2410 mice

Ramalingam Bethunaickan et al. Arthritis Rheumatol. 2014 Aug.

Abstract

Objective: To elucidate the molecular mechanisms involved in renal inflammation during the progression, remission, and relapse of nephritis in murine lupus models using transcriptome analysis.

Methods: Kidneys from (NZB × NZW)F1 (NZB/NZW) and NZM2410 mice were harvested at intervals during the disease course or after remission induction. Genome-wide expression profiles were obtained from microarray analysis of perfused kidneys. Real-time polymerase chain reaction (PCR) analysis for selected genes was used to validate the microarray data. Comparisons between groups using SAM, and unbiased analysis of the entire data set using singular value decomposition and self-organizing maps were performed.

Results: Few changes in the renal molecular profile were detected in prenephritic kidneys, but a significant shift in gene expression, reflecting inflammatory cell infiltration and complement activation, occurred at proteinuria onset. Subsequent changes in gene expression predominantly affected mitochondrial dysfunction and metabolic stress pathways. Endothelial cell activation, tissue remodeling, and tubular damage were the major pathways associated with loss of renal function. Remission induction reversed most, but not all, of the inflammatory changes, and progression toward relapse was associated with recurrence of inflammation, mitochondrial dysfunction, and metabolic stress signatures.

Conclusion: Immune cell infiltration and activation is associated with proteinuria onset and is reversed by immunosuppressive therapy, but disease progression is associated with renal hypoxia and metabolic stress. Optimal therapy for lupus nephritis may therefore need to target both immune and nonimmune disease mechanisms. In addition, the overlap of a substantial subset of molecular markers with those expressed in the kidneys of lupus patients suggests potential new biomarkers and therapeutic targets.

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Figures

Figure 1
Figure 1. Patterns of gene expression in NZB/W mice
A. Numbers of regulated genes (number of human orthologs) between the indicated stages of disease progression. Dominant pathologic processes identified by IPA are shown for each disease stage. B. Numbers of regulated genes between the indicated stages before (black) and after (green) remission induction. The Venn-diagram shows the 654 genes regulated in both during proteinuria onset and remission. NP: non-proteinuric; P: proteinuric. C. Self-organizing map of datasets from each of the indicated disease stages. Number of dots in each module reflects the number of regulated genes and the color reflects the degree of change - either up (red – Cluster 1) or down (white – Cluster 2) or not changing (blue). D. Average gene expression for each data set in three representative modules.
Figure 2
Figure 2. Heatmaps of genes representing the mitochondrial signature (top panel) and the hypoxia, stress/toxicity, oxidative stress signature (lower panel) that are present in SOM cluster 2 and are regulated during late remission
The heatmaps were generated using the SOM module in MultiExperiment Viewer Application (MeV) (http://www.tm4.org/). The “SOM vector” bar represents an average of the gene expression for the corresponding sample.
Figure 3
Figure 3. Gene expression by PCR over time of selected genes in NZB/W kidneys
A. Genes that were upregulated prior to (thick lines) or at (dashed lines) proteinuria onset, reverted during remission and became abnormal again during relapse and were also expressed in human SLE kidney biopsies. B. Genes that were upregulated at proteinuria onset and did not revert during remission. C. Genes that were upregulated at proteinuria onset, reverted at remission and remained normal during late remission.

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