Transfer Learning Approaches in Bioprocess Engineering: Opportunities and Challenges
ABSTRACT Transfer learning (TL) has recently emerged as a promising approach to overcoming one of the key limitations of bioprocess engineering: data scarcity. By leveraging knowledge from one bioprocess to another, TL allows existing models and data sets to be reused efficiently, accelerating process development, improving prediction accuracy, and ...
Daniel Barón Díaz +3 more
wiley +1 more source
Effect of copper and nickel exposure on ribosomal DNA variation in Daphnia pulex mutation accumulation lines. [PDF]
Elguweidi A, Cristescu ME, Crease TJ.
europepmc +1 more source
Optimizing Pichia Pastoris Cell‐Free Protein Synthesis to Improve Economics
ABSTRACT Cell‐free protein synthesis (CFPS) is a powerful and versatile platform that supports a wide range of applications, from fundamental studies of the genetic code to scalable and rapid protein production. The recently developed Pichia pastoris CFPS combines advantages of both prokaryotic and eukaryotic systems, including a rapid growth rate ...
Rui Wu +4 more
wiley +1 more source
The histone chaperone CAF-1 prevents homologous recombination-mediated instability of the budding yeast ribosomal DNA during replication-coupled DNA double-strand break repair. [PDF]
Futami H +6 more
europepmc +1 more source
High atmospheric pressure (120 kPa) in deep underground counteracts humidity‐induced physiological stress in plants, stabilizing water balance and enhancing antioxidative defenses. This synergy boosts biomass despite elevated humidity, demonstrating sustainable deep underground agriculture potential under climate uncertainty.
Yuxin He +6 more
wiley +1 more source
The role of ribosomal DNA methylation in embryonic development, aging and diseases. [PDF]
Yang F, Guo X, Bao Y, Li R.
europepmc +1 more source
Abstract Objective This study was undertaken to investigate the molecular consequences of pathogenic variants in the SMC1A gene—particularly those associated with developmental and epileptic encephalopathy (DEE85)—and to evaluate the therapeutic potential of ataluren in restoring SMC1A function and mitigating disease‐related transcriptomic and genomic ...
Maddalena Di Nardo +7 more
wiley +1 more source
Sir2 and Fun30 regulate ribosomal DNA replication timing via MCM helicase positioning and nucleosome occupancy. [PDF]
Lichauco C +10 more
europepmc +1 more source
Abstract There is increasing concern regarding pollutants disrupting the vertebrate thyroid hormone (TH) system, which is crucial for development. Thus, identification of TH system–disrupting chemicals (THSDCs) is an important requirement in the Organisation for Economic Co‐operation and Development (OECD) testing framework.
Lisa Gölz +9 more
wiley +1 more source
Transcription near arrested DNA replication forks triggers ribosomal DNA copy number changes. [PDF]
Sasaki M, Kobayashi T.
europepmc +1 more source

