Biology subjects

Golovin, A.

Publications and source records attributed to Golovin, A..

4 recordsLinked to original sources

bioRxiv2026

NomadFlow: unindexed multi-motif scaffolding with independently mobile rigid groups

Motif scaffolding builds a protein around a prescribed structural motif -- an active site, a binding epitope, a metal site -- so that the motif is presented in its required geometry. The task is usually posed with the motif pinned down: its position along the sequence is given, and several rigid fragments inherit their mutual pose from a native structure. Many applications supply neither. We present NomadFlow, unindexed multi-motif scaffolding on all-atom SE(3) flow matching: the motif enters as a condition, a group projection preserves the internal geometry of each group exactly, and the groups move freely relative to one another until a set time, after which they act only as a condition. We assemble a preliminary benchmark for this setting, varying the granularity of the partition and the structural context around the motif, and obtain unique successes on 19 of 21 tasks. The trained model proposes a diversity of valid mutual poses, and on several tasks the native arrangement is among them. The shape of that solution space, however, varies strongly with the geometry of the condition: across tasks the successful layouts form a wide cloud, collapse onto the native pose, or contract to a connected low-dimensional family -- a continuum of poses rather than a set of isolated solutions. Multi-motif methods are therefore better compared by the space of layouts they propose and the successful part of it they retain than by yield or fold diversity alone. Code and weights: https://github.com/ipermyakov/nomadflow.

bioinformatics↗

bioRxiv2023

Simultaneous LC-MS determination of glucose regulatory peptides secreted by stem cell-derived islet organoids

For studying stem cell-derived islet organoids (SC-islets) in an organ-on-chip platform, we have developed a reversed phase liquid chromatography tandem mass spectrometry (RPLC-MS/MS) method allowing for simultaneous determination of insulin, somatostatin-14, and glucagon, with improved matrix robustness compared to earlier methodology. Combining phenyl/hexyl-C18 separations using 2.1 mm inner diameter LC columns and triple quadrupole mass spectrometry, identification and quantification were secured with negligible variance in retention time and quantifier/qualifier ratios, negligible levels of carry-over (< 2%), and sufficient precision ({+/-} 10% RSD) and accuracy ({+/-} 15% relative error) with and without use of internal standard. The here developed RPLC-MS/MS method showed that the SC-islets have an insulin response dependent on glucose concentration, and the SC-islets produce and release somatostatin-14 and glucagon. The RPLC-MS/MS method for these peptide hormones was compatible with an unfiltered off-line sample collection from SC-islets cultivated on a pump-less, recirculating organ-on-chip (rOoC) platform. The SC-islets background secretion of insulin was not significantly different on the rOoC device compared to a standard cell culture well-plate. Taken together, RPLC-MS/MS is well suited for multi-hormone measurements of SC-islets on an organ-on-chip platform.

biochemistry↗

bioRxiv2022

Pump-less, recirculating organ-on-a-chip (rOoC) platform

Current organ-on-a-chip (OoC) systems mimic important aspects of specific organ and tissue functions, however, many commercial and academic devices are either too simple for advanced assays or require a complicated support set-up including external driving systems such as pumps and tubing that hamper scalability and robustness. We have developed a novel, pump-less directional flow recirculating organ-on-a-chip (rOoC) platform that creates continuous or pulsed directional gravity-driven flow by a combination of a 3D-tilting system and an optimized microfluidic layout. The rOoC platform allows growing and connecting tissue or organ representations on-chip with the possibility of incorporating barrier functions, gradients, and circulating cells. Using the rOoC platform we demonstrate simple and reproducible endothelialisation, hepatic organoid integration, and the first steps of vascularization of 3D organ representations on-chip.

bioengineering↗

bioRxiv2019

Myt Transcription Factors prevent stress-response gene over-activation to enable postnatal pancreatic β cell proliferation and function

Although stress response maintains cell function and survival under adverse conditions, over-activation of late-stage stress-gene effectors causes dysfunction and death. Here we show that the Myelin Transcription Factors (Myt 1, 2, and 3 TFs) prevent this over-activation. Co-inactivating Myt TFs in mouse pancreatic progenitors compromised postnatal {beta}-cell function, proliferation, and survival, preceded by upregulation of late-stage stress-response genes Activating Transcription Factors (e.g., Atf4) and Heat Shock Proteins (Hsps). Myt1 binds the putative enhancers of Atf4 and Hsps, whose over-expression in mouse {beta} cells largely recapitulated the Myt mutant phenotypes. Moreover, Myt(MYT)-TF levels were upregulated in functional mouse and human {beta} cells by metabolic stress but downregulated in those of type 2 diabetic islets that display ATF4 and HSP over-activation. Lastly, human MYT knockdown caused stress-gene over-activation and death in Endo-{beta}H1 cells. These findings suggest that the Myt TFs restrict stress-response to physiologically tolerable levels in mice and human.

developmental biology↗