Biology subjects

Hicham, S.

Publications and source records attributed to Hicham, S..

3 recordsLinked to original sources

bioRxiv2026

Automated Optimization of Bacterial Tracking Pipelines with TrackMate 8

Quantitative analysis of bacterial dynamics in time-lapse microscopy requires robust tracking pipelines, yet selecting and optimizing algorithms for specific experiments remains challenging. Indeed, Microbiologists are confronted with numerous algorithms that must be carefully chosen and parameterized to achieve optimal tracking for their experiments. We present an automated methodology to determine optimal tracking configurations for microbiological applications. It is based on TrackMate 8, a novel version of the TrackMate Fiji plugin extended with microbiology-specific tools. Our approach systematically evaluates algorithm-parameter combinations optimizing biologically relevant metrics (e.g., cell-cycle accuracy, bacteria morphology) and includes: (1) integration of deep-learning algorithms (Omnipose, YOLO, Trackastra) adequate for bacteria images in TrackMate, (2) a TrackMate-Helper extension for parameter optimization, and (3) a tracking and segmentation editor for tracking ground-truth generation. We demonstrate the effectiveness of the methodology on two use cases showing its adaptability to diverse experimental conditions. This methodology enables microbiologists with a widely applicable, automated framework to optimize tracking pipelines, facilitating quantitative analysis in bacterial imaging.

microbiology↗

bioRxiv2026

Morphological transformation in Helicobacter pylori is a dynamic process leading to two types of coccoid

The helical shape of Helicobacter pylori is crucial for successful colonization of the human stomach. However, this pathogen can shapeshift into another form termed the "coccoid form" with a spherical shape, through a mechanism that remains elusive. Here, by a combination of fluorescence microscopy using fluorescent D-aminoacids, cryoelectron and atom force microscopy, we explored the dynamics of coccoid formation in H. pylori through interrogation of the peptidoglycan layer. Contrary to the widely held hypothesis, we showed that helical-rod H. pylori transformed into a coccoid without transiting through a U-form. We show that U-forms, characterized by a U-shaped peptidoglycan with enlarged periplasmic space, altered genetic material, and red autofluorescence, are the output of a parallel pathway, which, unlike the coccoid pathway, is independent of the HdpA/Csd3 peptidoglycan endopeptidase. Coccoid formation occurred along a rigid timeline, by bulging of the cytoplasmic membrane through a peptidoglycan crack, resulting in a spheroplast-like structure with the peptidoglycan stacked into a thick layer near the original cell poles. Resistance of that structure against lysis likely involves a switch in metabolic profile reminiscent of bacteria in dormancy, with a notable accumulation of lysophospholipids, demonstrated in this work. Altogether, the ultrastructure and properties of H. pylori coccoids evidenced here are compatible with a role of this form in relapse after antibiotic treatment. SIGNIFICANCE STATEMENTUpon prolonged growth, stomach pathogen Helicobacter pylori undergoes a morphological change from a helical to a spherical form called coccoid, which may be involved in bacterial persistence and immune evasion. The pathway leading to this form, as well as its precise architecture, were unclear. In this work, we show by different microscopy techniques that the transition to coccoid does not involve a U-shaped intermediate as proposed before, but is triggered by progressive thinning, due to the activity of endopeptidase HdpA/Csd3, of the peptidoglycan meshwork that normally protects the cell, eventually leading to rupture. Because of the hole thus created, peptidoglycan can no longer contain the osmotic pressure in the cytoplasm, which leaks out within a membrane bulge, to eventually give rise to a kind of sphaeroplast, expected to be insensitive to cell wall-targeted antibiotics.

microbiology↗

bioRxiv2019

Crippling the bacterial cell wall molecular machinery

Lytic transglycosylases (LT) are redundant enzymes that play a critical role in peptidoglycan (PG) recycling and metabolism. LT(s) role in cell wall-modifying complexes and usefulness as antimicrobial drug targets remain elusive. We determined at high-resolution a structure of the membrane-bound homolog of the soluble LT from Neisseria species with a disordered active site helix (alpha helix 30). Alpha helix 30 is crucial for binding PG during catalysis1. Here we show using an alpha helix 30 deletion strain that LT (LtgA) determines the integrity of the cell wall, participates in cell division and separation, and can be manipulated to impair the fitness of the human pathogen Neisseria meningitidis during infection. Characterization of ltgA helix deleted strain interactome identified glycan chain remodeling enzymes whose function appear to be modulated by LTs. Targeting LTs can disrupt the PG machinery, which is fatal for the bacterium, a new approach for antibiotic development.

biochemistry↗