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Article

Profiling Cell Heterogeneity and Fructose Transporter Expression in the Rat Nephron by Integrating Single-Cell and Microdissected Tubule Segment Transcriptomes

by
Ronghao Zhang
1,2,3,†,
Darshan Aatmaram Jadhav
1,†,
Najeong Kim
1,
Benjamin Kramer
1 and
Agustin Gonzalez-Vicente
1,4,* on behalf of the Kidney Precision Medicine Project
1
Department of Physiology and Biophysics, Case Western Reserve University School of Medicine, Cleveland, OH 44106, USA
2
Department of Cell Biology, Emory University School of Medicine, Atlanta, GA 30322, USA
3
Department of Biomedical Engineering, Georgia Institute of Technology & Emory University, Atlanta, GA 30332, USA
4
Department of Kidney Medicine, Glickman Urological & Kidney Institute, Cleveland Clinic, Cleveland, OH 44106, USA
*
Author to whom correspondence should be addressed.
These authors contributed equally to this work.
Int. J. Mol. Sci. 2024, 25(5), 3071; https://doi.org/10.3390/ijms25053071
Submission received: 1 February 2024 / Revised: 1 March 2024 / Accepted: 4 March 2024 / Published: 6 March 2024
(This article belongs to the Special Issue Renal Dysfunction, Uremic Compounds, and Other Factors 2.0)

Abstract

Single-cell RNA sequencing (scRNAseq) is a crucial tool in kidney research. These technologies cluster cells based on transcriptome similarity, irrespective of the anatomical location and order within the nephron. Thus, a transcriptome cluster may obscure the heterogeneity of the cell population within a nephron segment. Elevated dietary fructose leads to salt-sensitive hypertension, in part, through fructose reabsorption in the proximal tubule (PT). However, the organization of the four known fructose transporters in apical PTs (SGLT4, SGLT5, GLUT5, and NaGLT1) remains poorly understood. We hypothesized that cells within each subsegment of the proximal tubule exhibit complex, heterogeneous fructose transporter expression patterns. To test this hypothesis, we analyzed rat kidney transcriptomes and proteomes from publicly available scRNAseq and tubule microdissection databases. We found that microdissected PT-S1 segments consist of 81% ± 12% cells with scRNAseq-derived transcriptional characteristics of S1, whereas PT-S2 express a mixture of 18% ± 9% S1, 58% ± 8% S2, and 19% ± 5% S3 transcripts, and PT-S3 consists of 75% ± 9% S3 transcripts. The expression of all four fructose transporters was detectable in all three PT segments, but key fructose transporters SGLT5 and GLUT5 progressively increased from S1 to S3, and both were significantly upregulated in S3 vs. S1/S2 (Slc5a10: 1.9 log2FC, p < 1 × 10−299; Scl2a5: 1.4 log2FC, p < 4 × 10−105). A similar distribution was found in human kidneys. These data suggest that S3 is the primary site of fructose reabsorption in both humans and rats. Finally, because of the multiple scRNAseq transcriptional phenotypes found in each segment, our findings also imply that anatomical labels applied to scRNAseq clusters may be misleading.
Keywords: hexoses; sugar transport; SGLT2 inhibitors; salt-sensitive hypertension hexoses; sugar transport; SGLT2 inhibitors; salt-sensitive hypertension

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MDPI and ACS Style

Zhang, R.; Jadhav, D.A.; Kim, N.; Kramer, B.; Gonzalez-Vicente, A., on behalf of the Kidney Precision Medicine Project. Profiling Cell Heterogeneity and Fructose Transporter Expression in the Rat Nephron by Integrating Single-Cell and Microdissected Tubule Segment Transcriptomes. Int. J. Mol. Sci. 2024, 25, 3071. https://doi.org/10.3390/ijms25053071

AMA Style

Zhang R, Jadhav DA, Kim N, Kramer B, Gonzalez-Vicente A on behalf of the Kidney Precision Medicine Project. Profiling Cell Heterogeneity and Fructose Transporter Expression in the Rat Nephron by Integrating Single-Cell and Microdissected Tubule Segment Transcriptomes. International Journal of Molecular Sciences. 2024; 25(5):3071. https://doi.org/10.3390/ijms25053071

Chicago/Turabian Style

Zhang, Ronghao, Darshan Aatmaram Jadhav, Najeong Kim, Benjamin Kramer, and Agustin Gonzalez-Vicente on behalf of the Kidney Precision Medicine Project. 2024. "Profiling Cell Heterogeneity and Fructose Transporter Expression in the Rat Nephron by Integrating Single-Cell and Microdissected Tubule Segment Transcriptomes" International Journal of Molecular Sciences 25, no. 5: 3071. https://doi.org/10.3390/ijms25053071

APA Style

Zhang, R., Jadhav, D. A., Kim, N., Kramer, B., & Gonzalez-Vicente, A., on behalf of the Kidney Precision Medicine Project. (2024). Profiling Cell Heterogeneity and Fructose Transporter Expression in the Rat Nephron by Integrating Single-Cell and Microdissected Tubule Segment Transcriptomes. International Journal of Molecular Sciences, 25(5), 3071. https://doi.org/10.3390/ijms25053071

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