Engineering of CRISPR-Cas PAM recognition using deep learning of vast evolutionary data.

CRISPR-Cas enzymes must recognize a protospacer-adjacent motif (PAM) to edit a genomic site, significantly limiting the range of targetable sequences in a genome. Machine learning-based protein engineering provides a powerful solution to efficiently generate Cas protein variants tailored to recognize specific PAMs. Here, we present Protein2PAM, an evolution-informed deep learning model trained on a dataset of over 45,000 CRISPR-Cas PAMs.

Rapid luminescence-based screening method for SARS- CoV-2 inhibitors discovery.

The COVID-19 pandemic has emphasized the necessity for rapid and adaptable drug screening platforms against live pathogenic viruses that require high levels of biosafety containment. Conventional antiviral testing is time-consuming and labor-intensive. Here, we outline the design and validation of a semi-automated drug-screening platform for SARS-CoV-2 that utilizes multiple liquid handlers, a stable A549 cell line expressing ACE2 and TMPRSS2 receptors, and a recombinant SARS-CoV-2 strain harboring the nano-luciferase gene.

[Immune thrombocytopenia in people under the age of twenty : a ten-year experience of a pediatric hematology and oncology department in Casablanca].

We conducted a retrospective study of 83 cases of immune thrombocytopenia (IT) in patients under 20 years of age. The aim was to provide an overview of IT in our young patients. The median age was 10 years, with a predominance of females (71 %).

Towards a Greener Future: Sustainable Innovations in the Extraction of Lavender ( spp.) Essential Oil.

Lavender is one of the most appreciated aromatic plants, with high economic value in food, cosmetics, perfumery, and pharmaceutical industries. Lavender essential oil (LEO) is known to have demonstrative antimicrobial, antioxidant, therapeutic, flavor and fragrance properties. Conventional extraction methods, e.

Prevalence, Treatment, and Unmet Needs of Migraine in the Middle East: A Systematic Review.

Introduction: Migraine is a debilitating neurological disorder characterized by recurrent throbbing, moderate-to-severe headaches that disrupt daily chores, leisure, and social activities of patients, impacting their overall quality of life (QoL). Despite the high disease burden, there is a scarcity of data on migraines within the Middle East (ME) region. Thus, a systematic literature review (SLR) was conducted to examine epidemiological data, treatment patterns, QoL, and unmet needs regarding migraines in the ME region.