Biology subjects

Janusz-Kaminska, A.

Publications and source records attributed to Janusz-Kaminska, A..

3 recordsLinked to original sources

bioRxiv2026

Quanta microscopy enables fluorescence imaging at the native bit-plane rate

Live-cell fluorescence microscopy remains constrained by limited photon budgets and exposure-integrated detection, imposing a fundamental trade-off between temporal sampling and image quality. Here we present quanta microscopy (QM), an optical-computational framework that integrates high-speed single-photon acquisition with self-supervised spatiotemporal reconstruction. QM transforms highly sparse binary photon-detection maps, or bit planes, into multibit grayscale fluorescence image sequences, generating one output frame per bit plane at the native 50 kHz sensor cadence without temporal binning. We demonstrate QM across biological specimens spanning diverse spatial and temporal characteristics, including subcellular organelles with distinct morphologies, rapid contractile dynamics in beating hiPSC-derived cardiomyocytes, and electrically stimulated calcium-response transients in primary cortical neurons. By uniting quanta-level acquisition with data-driven image formation, QM broadens the scope of live-cell fluorescence microscopy for quantitative analysis of rapid cellular physiology under photon-limited conditions.

bioengineering↗

bioRxiv2026

Muscleblind-like proteins dimerize by forming disulfide bonds to regulate alternative splicing and pathogenic RNA foci formation

Muscleblind-like (MBNL) RNA-binding proteins (RBPs) possess modular domains that mediate regulation of alternative splicing and RNA localization. Myotonic Dystrophy Type 1 is a CTG repeat expansion disorder where MBNL is sequestered into intranuclear RNA foci, impairing its function. Previous studies found that MBNL self-associates through its exon 7, but the nature of this interaction is not well understood. We identified a cysteine in MBNL1 exon 7 that enables dimerization through formation of an intermolecular disulfide bond. We likewise demonstrate that MBNL2 dimerizes by forming disulfide bonds between multiple cysteines in its carboxy-terminus. Nucleocytoplasmic fractionation revealed a greater proportion of MBNL1 dimer in the nucleus, suggesting a nuclear function for the MBNL1 dimer. We investigated a connection between MBNL1 dimerization and MBNL1-mediated regulation of alternative splicing. To accomplish this, we mutated the MBNL1 cysteine in question to alanine (C325A) and performed RNAseq. We uncovered novel splicing events sensitive to MBNL1 dimerization. We also found that MBNL1 C325A, when co-expressed with expanded CTG repeats, produces smaller, more numerous foci, suggesting a role for the MBNL1 dimer in maintaining foci integrity. These results provide insight into biological and pathological mechanisms of MBNL1 dimerization and suggest other RBPs might similarly dimerize to regulate function. GRAPHICAL ABSTRACT

molecular biology↗

bioRxiv2022

Muscleblind-like proteins use modular domains to localize RNAs by riding kinesins and docking to membranes

RNA transport and local translation provide spatial control of gene expression, and RNA binding proteins (RBPs) act as critical adapters in this multi-step process. Muscleblind-like (MBNL) RNA binding proteins, implicated in myotonic dystrophy and cancer, localize RNAs to myoblast membranes and distal neurites through unknown mechanisms. We found that MBNL forms motile and anchored granules in neurons and myoblasts, and selectively associates with kinesins Kif1b and Kif1c through its zinc finger (ZnF) domains. Other RBPs with similar ZnFs also associate with these kinesins, implicating a motor-RBP specificity code. Live cell imaging and fractionation revealed that membrane anchoring is mediated through the unstructured carboxy-terminal tail of MBNL1. Both kinesin- and membrane-recruitment functions were reconstituted using MBNL-MS2 coat protein fusions. This approach, termed RBP Module Recruitment and Imaging (RBP-MRI), decouples RNA binding, kinesin recruitment, and membrane anchoring functions, while also establishing general strategies for studying multi-functional, modular domains of RBPs.

cell biology↗