Biology subjects

Waller, Z. A. E.

Publications and source records attributed to Waller, Z. A. E..

7 recordsLinked to original sources

bioRxiv2026

RNA i-Motif Formation at Neutral pH

i-Motifs are non-canonical nucleic acid secondary structures formed in sequences rich in cytosine. Previous work has shown that DNA i-motifs may form at neutral pH and provided evidence to suggest they influence biological functions. RNA i-motifs are less stable than DNA i-motifs, so more questions surround the biological relevance of these structures in RNA. Using biophysical methods, we found that increasing cytosine tract lengths resulted in increased thermal stability but not pH stability. In ensemble solution experiments RNA i-motifs appear globally unfolded at neutral pH. However, single molecule experiments revealed that 1% of RNA i-motifs remain folded in solution. This has implications for the potential of formation of RNA i-motifs in cells.

biophysics↗

bioRxiv2025

Affinity-selected peptide ligands specifically bind i-motif DNA and modulate c-Myc gene expression

c-Myc is an oncogene that is dysregulated in ~70% of cancers. Its multifaceted function complicates effective drug targeting of the protein. i-Motif DNA structures in gene promotor regions have gained attention for their potential role in modulation of gene expression. These include the i-motif formed by the cytosine-rich sequence that lies upstream of the key P1 promotor of the c-Myc gene. Currently, selective ligands interacting with i-motif structures are limited. Here, peptide ligands for the i-motif from the promoter of c-Myc were identified via phage display. Hit peptides were filtered for selective binding to i-motif structures over other DNA structures using displacement assays and DNA melting experiments. Two lead peptides were found to produce dose-dependent changes on c-Myc gene expression after delivery into HEK293 cells expressing a c-Myc luciferase reporter construct. These leads may be used as chemical tools for the manipulation of c-Myc i-motif in vitro and have potential to be developed into cell-permeable peptidomimetics for delivery in vivo. O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=78 SRC="FIGDIR/small/656635v2_ufig1.gif" ALT="Figure 1"> View larger version (25K): org.highwire.dtl.DTLVardef@18a4e9aorg.highwire.dtl.DTLVardef@12e72b0org.highwire.dtl.DTLVardef@6ba866org.highwire.dtl.DTLVardef@1fcd338_HPS_FORMAT_FIGEXP M_FIG C_FIG

molecular biology↗

bioRxiv2025

G-Quadruplexes Act as an On/Off Switch While i-Motifs Regulate Insulin Expression in Reporter Gene Assays

The insulin-linked polymorphic region (ILPR) is a variable number tandem repeat located in the promoter of the human insulin gene. This G-rich sequence can fold into four-stranded G-quadruplex DNA structures, while its complementary C-rich strand forms i-motifs. The ILPR varies in repeat number and sequence composition, but the relationship between sequence diversity, DNA structure, and insulin gene regulation remains poorly understood. Although both G-quadruplexes and i-motifs have been implicated in transcriptional control, their relative contributions, particularly when formed on complementary strands of the same locus, are unclear. Here, we characterised the structure and stability of nine ILPR-based sequences using biophysical techniques and luciferase reporter assays. We demonstrate that transcriptional activation in response to high glucose occurs only when both G-quadruplex and i-motif structures can form. Other combinations of structures do not induce transcription. Moreover, promoter activity correlated positively with i-motif stability, but not with G-quadruplex stability. These results suggest a model in which G-quadruplexes function as an on/off switch, while i-motifs act as modulators of gene expression. Our findings underscore the importance of treating G-quadruplexes and i-motifs as a dynamic, interdependent system in both the regulation of gene expression and also the potential of these structures as therapeutic targets. Graphical Abstract O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=145 SRC="FIGDIR/small/651924v1_ufig1.gif" ALT="Figure 1"> View larger version (19K): org.highwire.dtl.DTLVardef@16ae322org.highwire.dtl.DTLVardef@65e893org.highwire.dtl.DTLVardef@884ab3org.highwire.dtl.DTLVardef@1e0311e_HPS_FORMAT_FIGEXP M_FIG C_FIG

biophysics↗

bioRxiv2025

G-quadruplexes represent promising new targets to overcome multidrug-resistant fungal infections

The growing emergence of antifungal resistance has prompted the identification of novel antifungal targets. G-quadruplexes (G4s), four-stranded secondary structures that form in DNA and RNA, have arisen as a drug target to treat bacterial, viral, and parasitic infections. Here, we provide the first demonstration that G4s form in fungi and represent a promising new target for antifungal development. We found that PhenDC3 and pyridostatin (PDS), ligands that bind to and stabilise G4s, potently inhibited the metabolism of fungal pathogens in different ways. These pathogens included the pan azole-resistant Aspergillus fumigatus isolate TR34/L98H and Candida auris. Notably, PhenDC3 could synergise with amphotericin B, was protective in an in vivo model of fungal infection, and was well-tolerated by human cells. However, continuous exposure to PhenDC3 resulted in some cross-resistance to current antifungals and this needs to be explored further. PhenDC3 could also increase the number of RNA G4s in live A. fumigatus. Further, we demonstrated the structural flexibility of DNA sequences found in cyp51A and cyp51B, with these sequences capable of forming duplexes, hairpins, G4s and i-motifs. Finally, PhenDC3, but not PDS, caused duplex DNA structures in cyp51A to transition into antiparallel G4 structures potentially associated with PhenDC3s increased antifungal potency. Taken together, G4s represent an exciting antifungal target, but a more detailed understanding of their biological roles is essential.

microbiology↗

bioRxiv2023

Prediction of DNA i-Motifs Via Machine Learning

i-Motifs (iMs), are secondary structures formed in cytosine-rich DNA sequences and are involved in multiple functions in the genome. Although putative iM forming sequences are widely distributed in the human genome, the folding status and strength of putative iMs vary dramatically. Much previous research on iM has focused on assessing the iM folding properties using biophysical experiments. However, there are no dedicated computational tools for predicting the folding status and strength of iM structures. Here, we introduce a machine learning pipeline, iM-Seeker, to predict both folding status and structural stability of DNA iMs. The programme iM-Seeker incorporates a Balanced Random Forest classifier trained on genome-wide iMab antibody-based CUT&Tag sequencing data to predict the folding status and an Extreme Gradient Boosting regressor to estimate the folding strength according to both literature biophysical data and our in-house biophysical experiments. iM-Seeker predicts DNA iM folding status with a classification accuracy of 81% and estimates the folding strength with coefficient of determination (R2) of 0.642 on the test set. Model interpretation confirms that the nucleotide composition of the C-rich sequence significantly affects iM stability, with a positive correlation with sequences containing cytosine and thymine and a negative correlation with guanine and adenine. GRAPHICAL ABSTRACT O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=140 SRC="FIGDIR/small/571121v1_ufig1.gif" ALT="Figure 1"> View larger version (31K): org.highwire.dtl.DTLVardef@11f4398org.highwire.dtl.DTLVardef@18eb7e9org.highwire.dtl.DTLVardef@cc49c6org.highwire.dtl.DTLVardef@1ff91a8_HPS_FORMAT_FIGEXP M_FIG C_FIG

bioinformatics↗

bioRxiv2023

Structural Insights into Regulation of Insulin Expression Involving i-Motif DNA Structures in the Insulin-Linked Polymorphic Region.

The insulin linked polymorphic region (ILPR) is a variable number of tandem repeats (VNTR) region of DNA in the promoter of the insulin gene that regulates transcription of insulin. This region is known to form the alternative DNA structures, i-motifs and G-quadruplexes. Individuals have different sequence variants of VNTR repeats and although previous work investigated the effects of some variants on G-quadruplex formation, there is not a clear picture of the relationship between the sequence diversity, the DNA structures formed, and the functional effects on insulin gene expression. Here we show that different sequence variants of the ILPR form different DNA secondary structures and insulin expression is dependent on formation of i-motif and G-quadruplex structures. The first crystal structure and dynamics of an intramolecular i-motif also reveal sequences within the loop regions forming additional stabilising interactions, which are critical to formation of the stable i-motif structures that modulate insulin expression. The outcomes of this work reveal the detail in formation of stable i-motif DNA structures, with potential for rational based drug design for compounds to alter insulin gene expression.

biophysics↗

bioRxiv2020

Cross kingdom analysis of putative quadruplex-forming sequences in fungal genomes: novel antifungal targets to ameliorate fungal pathogenicity?

Fungi contribute to upwards of 1.5 million human deaths annually, are involved in the spoilage of up to a third of food crops, and have a devastating effect on plant and animal biodiversity. Moreover, this already significant issue is exacerbated by a rise in antifungal resistance and a critical requirement for novel drug targets. Quadruplexes are four-stranded secondary structures in nucleic acids which can regulate processes such as transcription, translation, replication, and recombination. They are also found in genes linked to virulence in microbes, and quadruplex-binding ligands have been demonstrated to eliminate drug resistant pathogens. Using a computational approach, we identified putative quadruplex-forming sequences (PQS) in 1362 genomes across the fungal kingdom and explored their potential involvement in virulence, drug resistance, and pathogenicity. Here we present the largest analysis of PQS in fungi and identified significant heterogeneity of these sequences throughout phyla, genera, and species. Moreover, PQS were genetically conserved. Notably, loss of PQS in cryptococci and aspergilli was associated with pathogenicity. PQS in the clinically important pathogens Aspergillus fumigatus, Cryptococcus neoformans, and Candida albicans were located within genes (particularly coding regions), mRNA, repeat regions, mobile elements, tRNA, ncRNA, rRNA, and the centromere. Genes containing PQS in these organisms were found to be primarily associated with metabolism, nucleic acid binding, transporter activity, and protein modification. Finally, PQS were found in over 100 genes associated with virulence, drug resistance, or key biological processes in these pathogenic fungi and were found in genes which were highly upregulated during germination, hypoxia, oxidative stress, iron limitation, and in biofilms. Taken together, quadruplexes in fungi could present interesting novel targets to ameliorate fungal virulence and overcome drug resistance.

microbiology↗