Biology subjects

Mustafa, G.

Publications and source records attributed to Mustafa, G..

8 recordsLinked to original sources

bioRxiv2025

Impact of Molecular Crowding on Accessibility of Telomeric Overhangs Forming Multiple G-quadruplexes

Telomeric overhangs, composed of repeating GGGTTA sequences, can fold into multiple G-quadruplex (GQ) structures that are essential for maintaining genomic stability and regulating telomere length. Molecular crowding--a defining feature of the cellular environment--affects folding kinetics, conformation, and stability of individual GQs. However, its influence on the overall architecture and accessibility of telomeric overhangs containing multiple GQs remains largely unexplored. In this study, we employed single-molecule Forster Resonance Energy Transfer (smFRET) and FRET-Point Accumulation for Imaging in Nanoscale Topography (FRET-PAINT) to address this question. We examined the accessibility of telomeric overhangs capable of forming one to six GQs to a short complementary peptide nucleic acid (PNA) imager probe under molecular crowding conditions. These conditions were simulated by polyethylene glycol (PEG) molecules of two different molecular weights: 200 Da (PEG-200) and 6000 Da (PEG-6000). Our results reveal a systematic reduction in the overhang accessibility with increasing PEG concentration--showing approximately a 3-fold reduction at 30% (v/v) PEG-200 and an 8-fold reduction at 30% PEG-6000. We also observed a progressive compaction of the overhang as PEG concentration increased, suggesting molecular crowding promotes architectural condensation, thereby reducing probe accessibility. These findings offer new insights into how the crowded cellular environment may compact telomeric overhangs and modulate their structural and functional properties.

biophysics↗

bioRxiv2024

Somatic hypermutation-mediated paratope flexibility improves the cross-reactivity of human malaria antibodies

The protective capacity of antibodies targeting circumsporozoite protein on sporozoites of the malaria parasite Plasmodium falciparum (PfCSP) is linked to high affinity and cross-reactivity with the PfCSP central repeat domain and N-terminal junction. However, the role of somatic hypermutation (SHM) in the development of such antibodies remains unclear. Here we define the contributions of SHM to the high affinity and strong repeat and N-junction cross-reactivity of the potent anti-PfCSP monoclonal antibody (mAb) 4493 and of similar antibodies with shared SHM and affinity maturation trajectories. Molecular dynamics simulations reveal that SHM reduces the flexibility of the unbound mAb 4493 but increases the flexibility of the antigen-bound complex, thereby lowering the entropic cost for antigen binding. Furthermore, we identify an inverse relation between antibody affinity and serum stability, which limits the protective capacity of these antibodies. Our study provides molecular level evidence for the different roles that the SHM process plays in increasing VH3-49+V{kappa}3-20 antibody affinity and cross-reactivity and demonstrates how antibody affinity maturation can negatively impact antibody stability and thereby function.

immunology↗

bioRxiv2022

Impact of Shelterin Complex on Telomere Accessibility

Shelterin plays critical roles in maintaining and protecting telomeres by regulating access of various physiological agents to telomeric DNA. We present single molecule measurements investigating the impact of the POT1 and a four-component shelterin complex on the accessibility of human telomeric DNA overhangs with physiologically relevant lengths (28-150 nt), which to our knowledge is the first direct approach to measure this effect on such telomeric constructs. To quantify telomere accessibility, we monitored transient binding events of a short peptide nucleic acid (PNA) probe that is complementary to telomeric overhangs using FRET-PAINT. Although POT1 has a mild G-quadruplex unfolding activity, it reduced accessibility of the PNA probe by [~]2.5 fold, indicating that POT1 effectively binds to and protects otherwise exposed telomeric sequences. In comparison, a four-component shelterin reduced the accessibility of telomeric overhangs by [~]5-fold. This enhanced protection suggests shelterin restructures the region between single and double stranded telomere, which is otherwise the most accessible part of the overhang, by a synergistic cooperation of shelterin components located on single and double stranded telomere.

biophysics↗

bioRxiv2021

A Single Molecule Investigation of I-Motif: Stability, Folding Kinetics, and Potential as an In-situ pH Sensor

We present a collection of single molecule work on the i-motif structure formed by the human telomeric sequence. Even though it was largely ignored in earlier years of its discovery due to its modest stability and requirement for physiologically low pH levels (pH<6.5), the i-motif has been attracting more attention recently as both a physiologically relevant structure and as a potent pH sensor. In this manuscript, we establish single molecule Forster resonance energy transfer (smFRET) as a tool to study the i-motif over a broad pH and ionic conditions. We demonstrate pH and salt dependence of i-motif formation under steady state conditions and illustrate the kinetics of i-motif folding in real time at the single molecule level. We also show the prominence of intermediate folding states and reversible folding/unfolding transitions. We present an example of using the i-motif as an in-situ pH sensor and use this sensor establish the time scale for the pH drop in a commonly used oxygen scavenging system.

biophysics↗

bioRxiv2021

Emerging Accessibility Patterns in Long Telomeric Overhangs

We present single molecule experimental and computational modeling studies investigating the accessibility of human telomeric overhangs of physiologically relevant lengths. We studied 25 different overhangs that contain 4-28 repeats of GGGTTA (G-Tract) sequence and accommodate 1-7 tandem G-quadruplex (GQ) structures. Using FRET-PAINT method, we probed the distribution of accessible sites via a short imager strand, which is complementary to a G-Tract and transiently binds to available sites. We report accessibility patterns that periodically change with overhang length and interpret these patterns in terms of the underlying folding landscape and folding frustration. Overhangs that have [4n]G-Tracts, (12, 16, 20...), demonstrate the broadest accessibility patterns where the PNA probe accesses G-Tracts throughout the overhang. On the other hand, constructs with [4n+2]G-Tracts, (14, 18, 22...), have narrower patterns where the neighborhood of the junction between single and double stranded telomere is most accessible. We interpret these results as the folding frustration being higher in [4n]G-Tract constructs compared to [4n+2]G-Tract constructs. We also developed a computational model that tests the consistency of different folding stabilities and cooperativities between neighboring GQs with the observed accessibility patterns. Our experimental and computational studies suggest the neighborhood of the junction between single and double stranded telomere is least stable and most accessible, which is significant as this is a potential site where the connection between POT1/TPP1 (bound to single stranded telomere) and other shelterin proteins (localized on double stranded telomere) is established. Significance StatementThe ends of eukaryotic linear chromosomes are capped by telomeres which terminate with a single-stranded overhang. Telomeric overhangs fold into compact structures, called G-quadruplex, that inhibit access to these critical genomic sites. We report single molecule measurements and computational modeling studies probing the accessibility of a set of human telomeric overhangs that covers a significant portion of the physiologically relevant length scale. We observe novel accessibility patterns which have a well-defined periodicity and show that certain regions are significantly more accessible than others. These accessibility patterns also suggest the underlying folding frustration of G-quadruplexes depends on telomere length. These patterns have significant implications for regulating the access of DNA processing enzymes and DNA binding proteins that can target telomeric overhangs.

biophysics↗

bioRxiv2021

TISON: a next-generation multi-scale modeling theatre for in silico systems oncology

Multi-scale models integrating biomolecular data from genetic, transcriptional, and translational levels, coupled with extracellular microenvironments can assist in decoding the complex mechanisms underlying system-level diseases such as cancer. To investigate the emergent properties and clinical translation of such cancer models, we present Theatre for in silico Systems Oncology (TISON, https://tison.lums.edu.pk), a next-generation web-based multi-scale modeling and simulation platform for in silico systems oncology. TISON provides a "zero-code" environment for multi-scale model development by seamlessly coupling scale-specific information from biomolecular networks, microenvironments, cell decision circuits, in silico cell lines, and organoid geometries. To compute the temporal evolution of multi-scale models, a simulation engine and data analysis features are also provided. Furthermore, TISON integrates patient-specific gene expression data to evaluate patient-centric models towards personalized therapeutics. Several literature-based case studies have been developed to exemplify and validate TISONs modeling and analysis capabilities. TISON provides a cutting-edge multi-scale modeling pipeline for scale-specific as well as integrative systems oncology that can assist in drug target discovery, repositioning, and development of personalized therapeutics.

systems biology↗

bioRxiv2020

Genome Wide Characterization, Identification And Expression Analysis Of Erf Gene Family In Cotton

ERF is a subfamily of AP2/EREBP superfamily, contained single AP2 domain. The overexpression of ERF genes steered to abiotic stress tolerance and pathogen resistance in transgenic plants. Here, a genome-wide analysis of ERF gene family within two diploid species (G. arboreum & G. raimondii) and two tetraploid species (G. barbadense, G. hirsutum) was performed. A total of 118, 120, 213, 220 genes contained sequence single AP2 domain were identified in G. arboreum, G. raimondii, G. barbadense and G. hirsutum respectively. The identified genes were unevenly distributed across 13/26 chromosomes of A and D genomes of cotton. Genome comparison revealed that segmental duplication may have played crucial roles in the expansion of the cotton ERF gene family, and tandem duplication also played a minor role. Analysis of RNA-Seq data indicated that cotton ERF gene expression levels varied across different tissues and in response to different abiotic stress. Overall, our results could provide valuable information for better understanding the evolution of cotton ERF genes and lays a foundation for future investigation in cotton.

bioinformatics↗

bioRxiv2019

Evolution of protective human antibodies against Plasmodium falciparum circumsporozoite protein repeat motifs

Circumsporozoite protein of the human malaria parasite Plasmodium falciparum (PfCSP) is the main target of antibodies that prevent the infection and disease. Protective antibodies recognize the central PfCSP domain, but our understanding of how parasite inhibition is associated with recognition of this domain and with the evolution of potent antibodies remains scattered. Here, we characterized the epitope specificity of 200 human monoclonal PfCSP antibodies. We show that the majority of PfCSP antibodies bind to NANP and NANP-like motifs with different preferences and define the molecular basis for recognition. Epitope cross-reactivity evolved with increasing antibody affinity around a conserved (N/D)P-NANP-N(V/A) core. High affinity to this motif, but not binding to NANP-like motifs, was associated with parasite inhibition and protection. Thus, NANP drives the development of potent PfCSP antibodies independently of their cross-reactivity profile, a finding with direct implications for the design of a second-generation PfCSP-based malaria vaccine.\n\nHIGHLIGHTSO_LIThe majority of human PfCSP antibodies recognize multiple epitopes\nC_LIO_LINANP affinity maturation drives the evolution of cross-reactive PfCSP antibodies\nC_LIO_LIPreferential PfCSP antibody binding to a conserved core motif\nC_LIO_LIHigh affinity not epitope specificity is associated with PfCSP antibody potency\nC_LI

immunology↗