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Peripheral Transcriptomics in Acute and Long-Term Kidney Dysfunction in SARS-CoV-2 Infection.

Publication ,  Journal Article
Jayaraman, P; Rajagopal, M; Paranjpe, I; Suarez-Farinas, M; Liharska, LE; Thompson, RC; Del Valle, DM; Beckmann, ND; Lund, AN; Gownivaripally, P ...
Published in: Kidney360
February 3, 2025

KEY POINTS: AKI in severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection is linked to mitochondrial dysfunction and cellular stress, highlighting novel biomarkers for severe AKI. Molecular similarities between AKI in SARS-CoV-2 and sepsis suggest that current therapeutic strategies may be applicable across both conditions. Molecular changes in acute SARS-CoV-2 infection are tied to long-term inflammation, immune dysregulation, and lasting cardiac and renal dysfunction. BACKGROUND: AKI is common in severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection and coronavirus disease 2019, often leading to long-term kidney dysfunction. However, the transcriptomic features of AKI severity and its long-term effects are underexplored. METHODS: We performed bulk RNA sequencing on peripheral blood mononuclear cells from hospitalized patients with SARS-CoV-2 infection and complemented these findings with proteomic data from the same cohort. We compared the functional enrichment findings with historical sepsis–AKI data and subsequently examined the association between molecular signatures and long-term kidney function changes. RESULTS: In 283 patients, 57 had mild AKI (stage 1) and 49 had severe AKI (stage 2 or 3). After adjustments for age, sex, severity of infection, and preexisting CKD, we identified 6432 differentially expressed genes in the severe AKI versus control comparison, 840 in the mild AKI versus control comparison, and 1213 in the severe versus mild AKI comparison (false discovery rate <0.05). Common pathways included unfolded protein response, cellular response to stress using eIF2, and IFN-γ–mediated inflammatory response. Severe AKI was linked to pathways involved in mitochondrial dysfunction and endoplasmic reticulum stress. Proteomic analysis confirmed 40 established AKI and inflammation biomarkers, whereas gene-set enrichment of transcription regulators revealed additional biomarkers for severe AKI. Comparison with peripheral blood mononuclear cell transcriptomics from sepsis-related AKI showed significant functional overlap (30%). Analysis of postdischarge eGFR data in 115 patients identified 177 differentially expressed genes for severe AKI versus control, 106 for mild AKI versus control, and 46 for severe versus mild AKI. Key associations included kidney function decline related to carbohydrate and mitochondrial metabolism, inflammatory-response, and cardiovascular regulation. CONCLUSIONS: We demonstrate that severe AKI in SARS-CoV-2 infection is linked to mitochondrial dysfunction and endoplasmic reticulum stress. The functional overlap with sepsis–AKI suggests potential broader therapeutic applicability. Long-term kidney dysfunction is influenced by disruptions in cellular energy metabolism and immune response.

Duke Scholars

Published In

Kidney360

DOI

EISSN

2641-7650

Publication Date

February 3, 2025

Volume

6

Issue

6

Start / End Page

921 / 936

Location

United States

Related Subject Headings

  • 4202 Epidemiology
  • 3202 Clinical sciences
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Jayaraman, P., Rajagopal, M., Paranjpe, I., Suarez-Farinas, M., Liharska, L. E., Thompson, R. C., … Nadkarni, G. N. (2025). Peripheral Transcriptomics in Acute and Long-Term Kidney Dysfunction in SARS-CoV-2 Infection. Kidney360, 6(6), 921–936. https://doi.org/10.34067/KID.0000000727
Jayaraman, Pushkala, Madhumitha Rajagopal, Ishan Paranjpe, Mayte Suarez-Farinas, Lora E. Liharska, Ryan C. Thompson, Diane Marie Del Valle, et al. “Peripheral Transcriptomics in Acute and Long-Term Kidney Dysfunction in SARS-CoV-2 Infection.Kidney360 6, no. 6 (February 3, 2025): 921–36. https://doi.org/10.34067/KID.0000000727.
Jayaraman P, Rajagopal M, Paranjpe I, Suarez-Farinas M, Liharska LE, Thompson RC, et al. Peripheral Transcriptomics in Acute and Long-Term Kidney Dysfunction in SARS-CoV-2 Infection. Kidney360. 2025 Feb 3;6(6):921–36.
Jayaraman, Pushkala, et al. “Peripheral Transcriptomics in Acute and Long-Term Kidney Dysfunction in SARS-CoV-2 Infection.Kidney360, vol. 6, no. 6, Feb. 2025, pp. 921–36. Pubmed, doi:10.34067/KID.0000000727.
Jayaraman P, Rajagopal M, Paranjpe I, Suarez-Farinas M, Liharska LE, Thompson RC, Del Valle DM, Beckmann ND, Lund AN, Gownivaripally P, Oh W, Gulamali FF, Kauffman J, Gonzalez-Kozlova E, Dellepiane S, Vasquez-Rios G, Vaid A, Jiang J, Fox B, Sakhuja A, Chen S, Kenigsberg E, He JC, Coca SG, Chan L, Merad M, Kim-Schulze S, Gnjatic S, Tsalik EL, Langley R, Charney AW, Nadkarni GN. Peripheral Transcriptomics in Acute and Long-Term Kidney Dysfunction in SARS-CoV-2 Infection. Kidney360. 2025 Feb 3;6(6):921–936.

Published In

Kidney360

DOI

EISSN

2641-7650

Publication Date

February 3, 2025

Volume

6

Issue

6

Start / End Page

921 / 936

Location

United States

Related Subject Headings

  • 4202 Epidemiology
  • 3202 Clinical sciences