Mendez, C. | Search bioRxiv

bioRxiv2026

A genetically encoded redox bottleneck constrains human developmental rate

The intrinsically slow pace of human development poses challenges for regenerative medicine and disease modeling. This trait is attributed to low metabolic rates, yet the endogenous mechanisms determining species-specific metabolic flux remain unknown. Here, we identify coupling between glycolytic NADH production and mitochondrial oxidation through the glycerol-3-phosphate (G3P) shuttle as a genetic bottleneck constraining human developmental tempo. Using stem cell-derived models of the segmentation clock, an oscillator whose period reflects developmental rate, we show that low expression of the G3P shuttle enzyme GPD1L limits NADH oxidation in human progenitors compared to mouse. Overexpressing GPD1L boosts metabolic flux, accelerating the segmentation clock, cell cycle, and differentiation across germ layers. G3P-mediated redox coupling is thus a genetically encoded, rate-limiting mechanism that sets the tempo of human development.

developmental biology↗

bioRxiv2026

RNA-DNA triplex-forming miRNAs define an evolutionarily recent chromatin regulatory mechanism

MicroRNAs (miRNAs) are best known for their role in post-transcriptional gene regulation in the cytoplasm. However, a subset of miRNAs has been detected in the nucleus, suggesting additional regulatory functions. Here, we systematically characterize chromatin-associated small non-coding RNAs in the human pancreatic cancer cell line PANC-1. Using chromatin RNA immunoprecipitation coupled with small RNA sequencing, we show that the chromatin-associated small RNA population differs markedly from the bulk nuclear RNA pool and is strongly enriched in miRNAs. Among these, miR-21 represents the most abundant chromatin-associated species. Sequence analyses revealed that a subset of these miRNAs fulfills the requirements for RNA-DNA triplex formation at genomic regulatory regions. Gel-shift assays further demonstrate that Argonaute2 (Ago2) directly interacts with triple-helical nucleic acid structures in vitro, suggesting a potential mechanistic link between triplexes and Ago2-chromatin engagement. Evolutionary analyses indicate that these triplex-forming chromatin-associated miRNAs are largely restricted to anthropoid primates, in contrast to broadly conserved non-triplex-forming miRNAs. Together, our results identify a population of chromatin-associated miRNAs and provide evidence for a potential structural mechanism linking miRNAs, Ago2, and chromatin.

molecular biology↗