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Background <p>Human nephrogenesis is complete at 34—36&#xa0;weeks gestation, with 60% of nephrons forming during the third trimester through lateral branch nephrogenesis (LBN). Currently, no mechanism exists for LBN as there are no late gestation human kidney transcriptional datasets. We hypothesized that an induced but dividing population of nephron progenitor cells (NPCs) would contribute to the amplification of nephrons in late gestation. We used the rhesus macaque, an established model of LBN, to help identify potential mechanisms.</p> Methods <p>Single-cell RNA-sequencing (scRNA-Seq) was performed on cortically-enriched fetal rhesus kidneys (<i>n</i> = 9) from late second trimester and third trimester during LBN. This data was integrated with publicly available human scRNA-seq datasets from 8—18&#xa0;weeks gestation kidneys (<i>n</i> = 8) using Harmony package. Differentially expressed genes and ligand-receptor interactions were assessed and validated using RNAScope™ on human and rhesus archival tissue.</p> Results <p>Label transfer of previously defined kidney cell populations was performed on scRNA-seq data from 64,782 rhesus cells, including 7,879 nephron progenitor cells (NPCs) identified based on marker gene expression. Pseudotime analyses identified a late gestation-specific lineage branch of induced NPC in rhesus that was not observed in mid-gestation humans. Differential expression analyses identified increased&#xa0;<i>SFRP1,</i>&#xa0;<i>FZD4</i>,&#xa0;and&#xa0;<i>TLE2</i>&#xa0;and decreased&#xa0;<i>FZD7</i>,&#xa0;<i>SHISA2</i>,&#xa0;<i>SHISA3</i>, and&#xa0;<i>TLE4</i>&#xa0;within the late-gestation rhesus NPC compared to mid-gestation human NPC and increased SEMA3D within the rhesus ureteric bud (UB) tip, suggesting a compositional shift in WNT and SEMA signaling components within the naive NPC population during LBN.</p> Conclusion <p>The rhesus macaque uniquely enables molecular studies of late-gestation primate nephrogenesis.</p> <p>Our study suggests the hypothesis that a transitional state of self-renewing NPCs supported by compositional shifts in key pathways may underlie the switch from branching phase nephrogenesis to lateral branch nephrogenesis and support ongoing nephron formation in late gestation. However, it remains to be determined if these changes within the late gestation NPC are time-dependent or species-dependent.</p>

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Single cell RNA sequencing reveals transitional states and signaling shifts in nephron progenitor cells of the late-gestation rhesus macaque kidney

  • 期刊论文

  • 出版模式：

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  • 发表日期：

    2026年5月4日

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  • Kairavee Thakkar,
  • Sunitha Yarlagadda,
  • Lyan Alkhudairy,
  • Andrew Potter,
  • Konrad Thorner,
  • Praneet Chaturvedi,
  • Cristina Cebrian,
  • Kyle W. McCracken,
  • Nathan Salomonis,
  • Raphael Kopan,
  • Meredith P. Schuh

摘要

Background

Human nephrogenesis is complete at 34—36 weeks gestation, with 60% of nephrons forming during the third trimester through lateral branch nephrogenesis (LBN). Currently, no mechanism exists for LBN as there are no late gestation human kidney transcriptional datasets. We hypothesized that an induced but dividing population of nephron progenitor cells (NPCs) would contribute to the amplification of nephrons in late gestation. We used the rhesus macaque, an established model of LBN, to help identify potential mechanisms.

Methods

Single-cell RNA-sequencing (scRNA-Seq) was performed on cortically-enriched fetal rhesus kidneys (n = 9) from late second trimester and third trimester during LBN. This data was integrated with publicly available human scRNA-seq datasets from 8—18 weeks gestation kidneys (n = 8) using Harmony package. Differentially expressed genes and ligand-receptor interactions were assessed and validated using RNAScope™ on human and rhesus archival tissue.

Results

Label transfer of previously defined kidney cell populations was performed on scRNA-seq data from 64,782 rhesus cells, including 7,879 nephron progenitor cells (NPCs) identified based on marker gene expression. Pseudotime analyses identified a late gestation-specific lineage branch of induced NPC in rhesus that was not observed in mid-gestation humans. Differential expression analyses identified increased SFRP1, FZD4, and TLE2 and decreased FZD7, SHISA2, SHISA3, and TLE4 within the late-gestation rhesus NPC compared to mid-gestation human NPC and increased SEMA3D within the rhesus ureteric bud (UB) tip, suggesting a compositional shift in WNT and SEMA signaling components within the naive NPC population during LBN.

Conclusion

The rhesus macaque uniquely enables molecular studies of late-gestation primate nephrogenesis.

Our study suggests the hypothesis that a transitional state of self-renewing NPCs supported by compositional shifts in key pathways may underlie the switch from branching phase nephrogenesis to lateral branch nephrogenesis and support ongoing nephron formation in late gestation. However, it remains to be determined if these changes within the late gestation NPC are time-dependent or species-dependent.