ArticlebioRxiv : the preprint server for biology2026
Multiscale Analysis of PNPLA2 and PNPLA3 Membrane Targeting.
Article in bioRxiv : the preprint server for biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
Abstract
Lipid droplets (LDs) are dynamic organelles that regulate cellular lipid storage and mobilization through the coordinated action of LD-associated proteins. Patatin-like phospholipase domain-containing proteins PNPLA2 (ATGL) and PNPLA3 are central regulators of lipid metabolism, yet the molecular mechanisms underlying their membrane targeting and distinct enzymatic activities remain poorly understood. Here, we combine coarse-grained and all-atom molecular dynamics simulations with enhanced sampling to investigate how PNPLA2 and PNPLA3 associate with endoplasmic reticulum (ER) and LD membranes. Despite sharing a conserved N-terminal patatin domain, the two proteins exhibit distinct membrane-binding modes driven by divergent C-terminal amphipathic helices. In both proteins, membrane association is mediated primarily by deep insertion of C-terminal helices, while the patatin domain provides surface contact. PNPLA2 forms a deeply embedded U-shaped helical bundle on LDs that induce pronounced membrane curvature and promote opening of the catalytic dyad, consistent with its high triglyceride lipase activity. In contrast, PNPLA3 engages membranes through a more flexible helical arrangement that maintains a compact catalytic geometry and limits substrate accessibility. Membrane composition further modulates these interactions and leads to protein-specific lipid redistribution and curvature remodeling. Fluorescence microscopy experiments validate the computational predictions and demonstrate that mutation of a single arginine residue within the C-terminal region is sufficient to reduce LD targeting of both proteins. These results establish a mechanistic connection between membrane binding, conformational plasticity, and catalytic regulation in PNPLA2 and PNPLA3. Our work provides molecular insights into how lipid environments tune the function of LD-associated enzymes.
Identifiers
What Socratic holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.