A hybrid-qudit representation of digital RGB images.

Quantum image processing is an emerging topic in the field of quantum information and technology. In this paper, we propose a new quantum image representation of RGB images with deterministic image retrieval, which is an improvement over all the similar existing representations in terms of using minimum resource. We use two entangled quantum registers constituting of total 7 qutrits to encode the color channels and their intensities.

Children with severe acute malnutrition have high rates of bone resorption: A cross-sectional comparative study.

Malnutrition in under-5 children (i.e., children younger than age 5 years) remains a major public health problem.

Concept of Orbital Entanglement and Correlation in Quantum Chemistry.

A recent development in quantum chemistry has established the quantum mutual information between orbitals as a major descriptor of electronic structure. This has already facilitated remarkable improvements in numerical methods and may lead to a more comprehensive foundation for chemical bonding theory. Building on this promising development, our work provides a refined discussion of quantum information theoretical concepts by introducing the physical correlation and its separation into classical and quantum parts as distinctive quantifiers of electronic structure.

Interrogation of 3D-swapped structure and functional attributes of quintessential Sortase A from Streptococcus pneumoniae.

The anchoring of the surface proteins to the cell wall in gram-positive bacteria involves a peptide ligation reaction catalyzed by transpeptidase sortase. Most bacterial genomes encode multiple sortases with dedicated functions. Streptococcus pneumoniae (Sp) carries four sortases; a housekeeping sortase (SrtA), and three pilin specific sortases (SrtC1, C2, C3) dedicated to the biosynthesis of covalent pilus.

Non-Invasive Estimation of Hemoglobin Using a Multi-Model Stacking Regressor.

Objective: We describe a novel machine-learning based method to estimate total Hemoglobin (Hb) using photoplethysmograms (PPGs) acquired non-invasively.

Methods: In a study conducted in Karnataka, India, 1583 women (pregnant and non-pregnant) of childbearing age, with Hb values ranging between 1.6 to 14.

Molecular Dynamics Information Improves cis-Peptide-Based Function Annotation of Proteins.

cis-Peptide bonds, whose occurrence in proteins is rare but evolutionarily conserved, are implicated to play an important role in protein function. This has led to their previous use in a homology-independent, fragment-match-based protein function annotation method. However, proteins are not static molecules; dynamics is integral to their activity.

Structure and specificity of a new class of Ca-independent housekeeping sortase from provide insights into its non-canonical substrate preference.

Surface proteins in Gram-positive bacteria are incorporated into the cell wall through a peptide ligation reaction catalyzed by transpeptidase sortase. Six main classes (A-F) of sortase have been identified of which class A sortase is meant for housekeeping functions. The prototypic housekeeping sortase A (SaSrtA) from cleaves LPTG-containing proteins at the scissile T-G peptide bond and ligates protein-LPT to the terminal Gly residue of the nascent cross-bridge of peptidoglycan lipid II precursor.

Identifying functionally important cis-peptide containing segments in proteins and their utility in molecular function annotation.

Cis-peptide embedded segments are rare in proteins but often highlight their important role in molecular function when they do occur. The high evolutionary conservation of these segments illustrates this observation almost universally, although no attempt has been made to systematically use this information for the purpose of function annotation. In the present study, we demonstrate how geometric clustering and level-specific Gene Ontology molecular-function terms (also known as annotations) can be used in a statistically significant manner to identify cis-embedded segments in a protein linked to its molecular function.

Crystallization and preliminary X-ray diffraction studies of sortase A from Streptococcus pneumoniae.

Sortases are cell-membrane-anchored cysteine transpeptidases that are essential for the assembly and anchoring of cell-surface adhesins in Gram-positive bacteria. Thus, they play critical roles in virulence, infection and colonization by pathogens. Sortases have been classified into four types based on their primary sequence and the target-protein motifs that they recognize.