We show that continuous bitstream diffusion (CoBit), originally developed for language modeling, provides a unified framework for joint and conditional multimodal generation using the same training and sampling protocol. Across image-text, speech-text and protein sequence-structure modeling, models are trained separate...
Georgios Batzolis, Georgios Kontos, Bruno Trentini et al.· 0 citations
Identifying protein-ligand binding sites (pockets) is important for understanding protein function and developing drugs. However, no public method has leveraged co-folding models for novel pocket prediction; furthermore, this task lacks a suitable benchmark as existing benchmarks are within the training distribution of...
Tally Portnoi, Allison M. Keys, B. DiFrancesco et al.· 0 citations
TGF‐β1 may downregulate SOCS3 expression via DNMT1‐mediated promoter DNA methylation, and this process is speculated to participate in abnormal VFFs activation by relieving the inhibitory effect of SOCS3 on the JAK2/STAT3 signaling pathway.
Hai-Zhou Wang, An-Qi Zhao, Xue-Yan Li et al.· World Journal of Otorhinolar...· 0 citations
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Pathogenesis of yersiniosis comprises cell-invasive events in which the bacteria subvert the endocytic-autophagolysosomal pathway of infected host cells to create an intracellular niche for bacterial replication. To determine potential virulence factors that enable intracellular proliferation of Yersinia enterocolitica...
J. Brinkmann, Jia-Bin Huang, Patrick Blümke et al.· bioRxiv· 0 citations
Familial hypercholesterolemia (FH) is a common autosomal-dominant disorder of lipoprotein metabolism, most frequently caused by loss-of-function variants in the low-density lipoprotein receptor gene (LDLR). Clinical genetic testing for FH is increasingly limited not by sequencing throughput but by interpretation throug...
Mobeen Nasir· Zenodo (CERN European Organi...· 0 citations
EL-RAKHAWI DOCTRINE OF UNIVERSAL ABO BLOOD CONVERSION: SUMMARY This groundbreaking technical monograph presents a scientifically rigorous protocol for converting blood groups A, B, and AB to type O through advanced enzymatic engineering, addressing critical errors in previous proposals while establishing comprehensive...
m el-rakhawi· Zenodo (CERN European Organi...· 0 citations
The question of whether biological systems implement computation-like processes is central to synthetic biology and theoretical biophysics. This paper proposes a formal conceptual framework in which two well-characterized molecular mechanisms-transposable elements ("jumping genes") and chaperone-mediated protein foldin...
Computational results highlight that KCNA5 is under mutational selection in colorectal adenocarcinoma, and that these mutations are likely functional and induce phenotypic effects on tumors.
Bing-Lin Xu, David Shorthouse· bioRxiv· 0 citations
Fragment crystallizable (Fc)-fusion proteins are formed by the fusion of functional peptides or receptor extracellular domains (ECDs) with Fc. They are normally very heterogeneous with multiple N- and O-glycosylation sites and a high level of sialylation. Characterization of O-glycosylation in Fc-fusion proteins is imp...
Xiao-Juan Li, Hong-Xia Wang, Ekaterina G. Deyanova· Journal of the American Soci...· 0 citations
Extracellular Vesicles (EVs) are a heterogeneous group of membranous nanoparticles. Due to their unique properties, they are considered promising nanocarriers for therapeutic applications. Cargo loading and functional delivery to the target cell are challenging areas and are receiving increasing attention in EV resea...
The peptidoglycan (PG) cell wall protects bacteria from osmotic lysis and determines their shape. In rod-shaped bacteria, the lateral wall is elongated by the Rod system (elongasome). This synthetic machine is built around the RodA-PBP2 PG synthase complex, the actin-like protein MreB, and the accessory proteins MreC,...
Katherine A Suarez, Thomas G. Bernhardt· bioRxiv (Cold Spring Harbor...· 0 citations
A new machine-learning framework aims to improve the success rate of computational protein design while moving away from results that reproduce sequences found in nature.