Potential Biological Processes Related to Brain SLC13A5 Across the Lifespan: Weighted Gene Co-Expression Network Analysis from Large Human Transcriptomic Data

<b>Background/Objectives:</b><i>SLC13A5</i> encodes a sodium-citrate cotransporter implicated in early-onset epileptic encephalopathy and metabolic brain dysfunction, yet its developmental regulation and molecular context in the human brain remain incompletely defined. <b>Methods:</b> Leveraging human developmental transcriptomes from the Evo-Devo resource, we delineated tissue trajectories and network context for <i>SLC13A5</i> across the fetal-postnatal life. <b>Results:</b> In the cerebrum, <i>SLC13A5</i> expression rises from late fetal stages to peak in the first postnatal year and then declines into adulthood, while cerebellar levels increase across the lifespan; liver shows a fetal decrease followed by sustained postnatal upregulation. A transcriptome-wide scan identified extensive positive and negative associations with <i>SLC13A5</i>, and a signed weighted gene co-expression network analysis (WGCNA) built on biweight midcorrelation placed <i>SLC13A5</i> in a large module. The module eigengene tracked brain maturation (Spearman rho = 0.802, <i>p</i> = 8.62 × 10<sup>-6</sup>) and closely matched <i>SLC13A5</i> abundance (rho = 0.884, <i>p</i> = 2.73 × 10<sup>-6</sup>), with a significant partial association after adjusting for developmental rank (rho = 0.672, <i>p</i> = 6.17 × 10<sup>-4</sup>). Functional enrichment converged on oxidative phosphorylation and mitochondria. A force-directed subnetwork of the top intramodular members (|bicor| > 0.6) positioned <i>SLC13A5</i> adjacent to a densely connected nucleus including <i>CYP46A1</i>, <i>ITM2B</i>, <i>NRGN</i>, <i>GABRD</i>, <i>FBXO2</i>, <i>CHCHD10</i>, <i>CYSTM1</i>, and <i>MFSD4A</i>. <b>Conclusions:</b> Together, these results define a developmentally tuned, mitochondria-centered program that co-varies with <i>SLC13A5</i> in the human brain across the lifespan. It may provide insights to interrogate age-dependent phenotypes and therapeutic avenues for disorders involving citrate metabolism.

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Publication Details

Journal
Brain Sciences
Published
2026-01-30
DOI
https://doi.org/10.3390/brainsci16020163
Primary Topic
Amino Acid Enzymes and Metabolism
Type
article
Field-Weighted Citation Impact
0.00

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article

Potential Biological Processes Related to Brain SLC13A5 Across the Lifespan: Weighted Gene Co-Expression Network Analysis from Large Human Transcriptomic Data

Bruna Klippel Ferreira, Patrícia Fernanda Schuck, Gustavo Costa Ferreira, Hércules Rezende Freitas
Brain Sciences
Amino Acid Enzymes and Metabolism
article

Potential Biological Processes Related to Brain SLC13A5 Across the Lifespan: Weighted Gene Co-Expression Network Analysis from Large Human Transcriptomic Data

Bruna Klippel Ferreira, Patrícia Fernanda Schuck, Gustavo Costa Ferreira, Hércules Rezende Freitas
article en

Abstract

<b>Background/Objectives:</b><i>SLC13A5</i> encodes a sodium-citrate cotransporter implicated in early-onset epileptic encephalopathy and metabolic brain dysfunction, yet its developmental regulation and molecular context in the human brain remain incompletely defined. <b>Methods:</b> Leveraging human developmental transcriptomes from the Evo-Devo resource, we delineated tissue trajectories and network context for <i>SLC13A5</i> across the fetal-postnatal life. <b>Results:</b> In the cerebrum, <i>SLC13A5</i> expression rises from late fetal stages to peak in the first postnatal year and then declines into adulthood, while cerebellar levels increase across the lifespan; liver shows a fetal decrease followed by sustained postnatal upregulation. A transcriptome-wide scan identified extensive positive and negative associations with <i>SLC13A5</i>, and a signed weighted gene co-expression network analysis (WGCNA) built on biweight midcorrelation placed <i>SLC13A5</i> in a large module. The module eigengene tracked brain maturation (Spearman rho = 0.802, <i>p</i> = 8.62 × 10<sup>-6</sup>) and closely matched <i>SLC13A5</i> abundance (rho = 0.884, <i>p</i> = 2.73 × 10<sup>-6</sup>), with a significant partial association after adjusting for developmental rank (rho = 0.672, <i>p</i> = 6.17 × 10<sup>-4</sup>). Functional enrichment converged on oxidative phosphorylation and mitochondria. A force-directed subnetwork of the top intramodular members (|bicor| > 0.6) positioned <i>SLC13A5</i> adjacent to a densely connected nucleus including <i>CYP46A1</i>, <i>ITM2B</i>, <i>NRGN</i>, <i>GABRD</i>, <i>FBXO2</i>, <i>CHCHD10</i>, <i>CYSTM1</i>, and <i>MFSD4A</i>. <b>Conclusions:</b> Together, these results define a developmentally tuned, mitochondria-centered program that co-varies with <i>SLC13A5</i> in the human brain across the lifespan. It may provide insights to interrogate age-dependent phenotypes and therapeutic avenues for disorders involving citrate metabolism.

Brain SciencesVol. 16(2)
Universidade Federal do Rio de Janeiro (BR), Universidade do Estado do Rio de Janeiro (BR)
Conselho Nacional de Desenvolvimento Científico e Tecnológico, Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro
Openalex Percentile: Top 72%
Amino Acid Enzymes and Metabolism
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