Department of Immunology and Inflammation, Imperial College London, London, UK.
Imperial Lupus Centre, Imperial College Healthcare NHS Trust, London, UK.
Lupus Sci Med. 2022 Jan;9(1). doi: 10.1136/lupus-2021-000615.
To explore the utility of the NanoString platform in elucidating kidney immune transcripts for class III, IV and V lupus nephritis (LN) using a retrospective cohort of formalin-fixed paraffin-embedded (FFPE) kidney biopsy tissue.
Immune gene transcript analysis was performed using the NanoString nCounter platform on RNA from LN (n=55), thin basement membrane (TBM) disease (n=14) and membranous nephropathy (MN) (n=9) FFPE kidney biopsy tissue. LN samples consisted of single class III (n=11), IV (n=23) and V (n=21) biopsies with no mixed lesions. Differential gene expression was performed with NanoString nSolver, with visualisations of volcano plots and heatmaps generated in R. Significant transcripts were interrogated to identify functional networks using STRING and Gene ontogeny terms.
In comparison to TBM, we identified 52 significantly differentially expressed genes common to all three LN classes. Pathway analysis showed enrichment for type I interferon (IFN) signalling, complement and MHC II pathways, with most showing the highest expression in class IV LN. Our class IV LN biopsies also showed significant upregulation of NF-κB signalling and immunological enrichment in comparison to class V LN biopsies. Transcripts from the type I IFN pathway distinguished class V LN from MN.
Our whole kidney section transcriptomic analysis provided insights into the molecular profile of class III, IV and V LN. The data highlighted important pathways common to all three classes and pathways enriched in our class IV LN biopsies. The ability to reveal molecular pathways in LN using FFPE whole biopsy sections could have clinical utility in treatment selection for LN.
利用福尔马林固定石蜡包埋(FFPE)肾活检组织的回顾性队列,探索 NanoString 平台在阐明 III 型、IV 型和 V 型狼疮肾炎(LN)肾脏免疫转录本中的应用。
使用 NanoString nCounter 平台对 LN(n=55)、薄基底膜(TBM)疾病(n=14)和膜性肾病(MN)(n=9)FFPE 肾活检组织的 RNA 进行免疫基因转录分析。LN 样本包括单一 III 型(n=11)、IV 型(n=23)和 V 型(n=21)活检,无混合病变。采用 NanoString nSolver 进行差异基因表达分析,使用 R 生成火山图和热图可视化。使用 STRING 和基因本体论术语对有意义的转录本进行功能网络分析。
与 TBM 相比,我们在所有三种 LN 类型中发现了 52 个差异表达的共同基因。通路分析显示 I 型干扰素(IFN)信号、补体和 MHC II 通路富集,其中大多数在 IV 型 LN 中表达最高。与 V 型 LN 活检相比,我们的 IV 型 LN 活检还显示 NF-κB 信号和免疫富集的显著上调。I 型 IFN 通路的转录本可将 V 型 LN 与 MN 区分开来。
我们的整个肾脏切片转录组分析提供了对 III 型、IV 型和 V 型 LN 分子特征的深入了解。数据突出了所有三种类型共同的重要途径以及我们的 IV 型 LN 活检中富集的途径。使用 FFPE 整个活检切片揭示 LN 中分子途径的能力可能在 LN 的治疗选择中具有临床应用价值。