Biology subjects

Crawford, R.

Publications and source records attributed to Crawford, R..

12 recordsLinked to original sources

bioRxiv2026

Single-cell mapping of the fallopian tube reveals a genomically unstable secretory cell state enriched in carriers of germline BRCA1/2 mutations

Carriers of germline BRCA1 or BRCA2 alterations have a substantially increased lifetime risk of high-grade serous ovarian carcinoma (HGSOC), which originates from the secretory cells of the fallopian tube. However, comparative multi-omic analyses of bulk fallopian tube tissue from BRCA1/2 carriers and the general population have, to date, revealed only limited differences. New molecular biomarkers of early malignant transformation in the FT are needed to enable non-surgical cancer interception in high-risk individuals through window-of-opportunity trials prior to risk-reducing surgery. We performed a comprehensive single-cell, multi-regional analysis of fallopian tubes from 34 women, including 15 carriers of germline BRCA1/2 alterations. Using a metacell-based approach applied to single-cell transcriptomic data, we identify both established and previously unrecognised cellular populations, and characterise phenotypic variation associated with menopausal status, menstrual cycle phase, hormonal contraception use, and anatomical region of the fallopian tube. Menopause was associated with depletion of ciliated cells, whilst both secretory (SEC) and ciliated epithelial cells (CEC) shifted to a glandular phenotype in the luteal phase. Previous hormonal contraception usage had lasting effects including depletion of CD163-positive tissue resident macrophages and progesterone-specific increase of MHC-II expression in SECs. Metacell analysis further identified distinct subpopulations of SECs, most frequently in BRCA1/2 carriers, characterised by high TP53 expression and markedly elevated histone levels. This phenotype is consistent with replication stress, cell-cycle arrest, and activation of innate immune signalling pathways. Protein-level validation in matched samples showed enrichment of cells with increased {gamma}H2AX expression and persistent 53BP1 foci in BRCA1/2 carriers. Together our data supports the role of BRCA1/2 in maintaining genomic integrity and a BRCA1/2 haploinsufficient phenotype characterised by increased replication stress in the fallopian tube epithelium. Our findings provide evidence for distinct immune responses in users of hormonal contraception and demonstrate early events in malignant transformation. They establish potential biomarkers in microscopically normal FT and a framework for measurement of cancer risk with the goal of enabling molecularly informed cancer interception in high-risk individuals.

cancer biology↗

bioRxiv2026

Flanking DNA sequences determine DNA methylation maintenance in proliferation, cancer and aging

DNA methylation is a stable epigenetic modification essential for promoter silencing, retrotransposon silencing, genomic imprinting, and X-chromosome inactivation. Symmetrical DNA methylation at CpG dinucleotides is maintained after every round of cell division by the DNMT1-UHRF1 maintenance methyltransferase complex. Here we define a conserved rank order of DNA hexanucleotide sequences surrounding CpG sites that determines baseline DNA methylation levels in cells and the probability that DNA methylation is retained across cell divisions. This rank order is conserved in vertebrates and does not depend on TET enzymatic activity. CpG sites in hexanucleotide sequences less favored by DNMT1 are more susceptible to replication-dependent loss of DNA methylation over time; consequently, the methylation status of these motifs serves as a marker of cumulative cell divisions, biological age and cancer progression. Thus, the intrinsic vulnerability stemming from the sequence preference of the DNMT1-UHRF1 complex compromises the long-term stability of DNA methylation, especially at heterochromatic sites in proliferating cells, and contributes to the epigenetic dysregulation observed in cancer and aging.

genomics↗

bioRxiv2025

Swainson's thrushes vary song structure and singing behavior across ambient noise gradients and rapidly adjust songs in response to experimental traffic noise

Anthropogenic noise pollution has a variety of negative consequences for animals, with observed effects ranging from physiological processes to community structures. Sound waves from anthropogenic noise can mask animal signals, creating challenges for animal communication. Songbirds have been observed to combat noise pollution by changing their song rate, duration, frequency, or amplitude, with different species employing different strategies. We examined whether Swainsons thrushes (Catharus usulatus) adjust their song structure under different traffic noise regimens using both population level surveys and individual level noise playback experiments. Swainsons thrushes song frequency varied with background traffic noise levels across the surveyed population, but other song parameters did not. When confronted with realistic levels of experimental traffic noise playback, individual thrushes rapidly changed their song structure, increasing both the duration and the minimum frequency of their songs, before quickly returning towards baseline levels after the noise playback ended. Together, these results suggest that Swainsons thrushes are adjusting their singing to reduce acoustic masking in noisy areas and further indicate that some songbirds might continually assess ambient noise levels and only adjust their signals when necessary.

animal behavior and cognition↗

bioRxiv2025

Resolution of a human super-enhancer by targeted genome randomisation

Human gene expression is controlled from distance via enhancers, which can form longer super-enhancer-regions of intense regulatory activity. Whether super-enhancers constitute a separate regulatory paradigm remains unclear, largely due to the difficulty of dissecting the contributions and interactions of individual elements within their natural chromosomal context. To address this challenge, we developed enhancer scrambling, a high-throughput strategy to generate stochastic inversions and deletions of targeted enhancer regions by combining CRISPR prime editing insertion of symmetrical loxP sites with Cre recombinase-induced rearrangements. We applied our approach to dissect a distal super-enhancer of the OTX2 gene, generating up to 134 alternative regulatory configurations in a single experiment, and establishing how they drive gene expression and chromatin accessibility, as well as the individual contributions of its elements to this activity. Surprisingly, the presence of the sequence containing a single DNase I hypersensitive site predominantly controls OTX2 expression. Our findings highlight that enhancer-driven regulation of some highly expressed, cell-type-specific genes can rely on an individual element within a cluster of non-interacting, dispensable components, and suggest a simple functional core to a subset of super-enhancers. The targeted randomisation method to scramble enhancers can scale to resolve many super-enhancers and human gene regulatory landscapes.

synthetic biology↗

bioRxiv2024

5-methylcytosine and 5-hydroxymethylcytosine are synergistic biomarkers for early detection of colorectal cancer

Early cancer detection has the potential to significantly improve treatment outcomes and survival rates. This study investigates the roles of 5-methylcytosine (5mC) and 5-hydroxymethylcytosine (5hmC) as biomarkers for early-stage colorectal cancer (CRC) detection in cell-free DNA (cfDNA). Using whole genome sequencing, we analyzed cfDNA from 37 treatment-naive CRC patients and 32 healthy controls. Our findings indicate that combining measurements of 5mC and 5hmC significantly enhances diagnostic accuracy (AUC = 0.95) compared to traditional approaches that conflate these markers (modified C, AUC = 0.66). Notably, 71.7% of differentially methylated regions (DMRs) exhibiting an increase in 5hmC in stage I cfDNA also showed a corresponding decrease in 5mC in stage IV, suggesting that 5hmC can effectively track regions undergoing demethylation during tumor development. These results support the hypothesis that distinguishing between 5mC and 5hmC can improve the sensitivity of liquid biopsy tests for early cancer detection.

cancer biology↗

bioRxiv2024

OGT prevents DNA demethylation and suppresses the expression of transposable elements in heterochromatin by restraining TET activity genome-wide

The O-GlcNAc transferase OGT interacts robustly with all three mammalian TET methylcytosine dioxygenases. We show here that deletion of the Ogt gene in mouse embryonic stem cells (mESC) results in a widespread increase in the TET product 5-hydroxymethylcytosine (5hmC) in both euchromatic and heterochromatic compartments, with concomitant reduction of the TET substrate 5-methylcytosine (5mC) at the same genomic regions. mESC engineered to abolish the TET1-OGT interaction likewise displayed a genome-wide decrease of 5mC. DNA hypomethylation in OGT-deficient cells was accompanied by de-repression of transposable elements (TEs) predominantly located in heterochromatin, and this increase in TE expression was sometimes accompanied by increased cis-expression of genes and exons located 3 of the expressed TE. Thus, the TET-OGT interaction prevents DNA demethylation and TE expression in heterochromatin by restraining TET activity genome-wide. We suggest that OGT protects the genome against DNA hypomethylation and impaired heterochromatin integrity, preventing the aberrant increase in TE expression observed in cancer, autoimmune-inflammatory diseases, cellular senescence and ageing.

molecular biology↗

bioRxiv2023

Bacterial assembly in the switchgrass rhizosphere is shaped by phylogeny, host genotype, and growing site.

O_LISince microbial traits are conserved at different taxonomic levels, plant hosts may influence microbiome composition differently at different levels to broadly promote or resist microbiota with traits that impact host fitness. We tested this hypothesis by assessing signals of host genetic influence on bacterial composition in the switchgrass rhizosphere using 128 genotypes in dissimilar growing sites. C_LIO_LIWe employed three common gardens, combined with host genetic mapping, 16S rRNA gene sequence analysis, hierarchical modeling, tests of phylogenetic conservation of host influence, and genome-wide association analyses to determine the contributions of host genetics in shaping rhizosphere bacterial composition at different taxonomic levels. C_LIO_LIModeling bacterial assembly showed that growing site was a strong factor shaping bacterial composition in the rhizosphere, though host genetic influence played a significant role. The heritability of bacterial abundance was strongest at the genus level. Phylogenetic signal for heritability was detected within the bacterial phylogeny but conserved clades differed between common gardens. We identified shared host genetic variants associated with bacterial abundance and host traits related to plant metabolism. C_LIO_LIOur results suggest further investigation is required regarding the genotype-by-environment-by-microbiome relationship to elucidate the factors shaping rhizosphere microbiome composition and the agroecological dynamics shaping plant phenotype. C_LI

plant biology↗

bioRxiv2021

Kismet/CHD7/CHD8 affects gut biomechanics, the gut microbiome, and gut-brain axis in Drosophila melanogaster

The gut-brain axis may contribute to the pathophysiology of neurodevelopmental disorders, yet it is often unclear how risk genes associated with these disorders affect gut physiology in a manner that could impact microbial colonization. We addressed this question using Drosophila melanogaster with a null mutation in kismet, the ortholog of chromodomain helicase DNA-binding protein (CHD) family members CHD7 and CHD8. In humans, CHD7 and CHD8 are risk genes for neurodevelopmental disorders with co-occurring gastrointestinal symptoms. We found kismet mutant flies have a significant increase in gastrointestinal transit time, indicating functional homology of kismet with CHD7/CHD8 in vertebrates. To measure gut tissue mechanics, we used a high-precision force transducer and length controller, capable of measuring forces to micro-Newton precision, which revealed significant changes in the mechanics of kismet mutant guts, in terms of elasticity, strain stiffening, and tensile strength. Using 16S rRNA metagenomic sequencing, we also found kismet mutants have reduced diversity of gut microbiota at every taxonomic level and an increase in pathogenic taxa. To investigate the connection between the gut microbiome and behavior, we depleted gut microbiota in kismet mutant and control flies and measured courtship behavior. Depletion of gut microbiota rescued courtship defects of kismet mutant flies, indicating a connection between gut microbiota and behavior. In striking contrast, depletion of gut microbiome in the control strain reduced courtship activity. This result demonstrated that antibiotic treatment can have differential impacts on behavior that may depend on the status of microbial dysbiosis in the gut prior to depletion. We propose that Kismet influences multiple gastrointestinal phenotypes that contribute to the gut-brain axis to influence behavior. Based on our results, we also suggest that gut tissue mechanics should be considered as an element in the gut-brain communication loop, both influenced by and potentially influencing the gut microbiome and neuronal development.

developmental biology↗

bioRxiv2021

Phenotypic and genomic diversification in complex carbohydrate degrading human gut bacteria

Symbiotic bacteria are responsible for the majority of complex carbohydrate digestion in the human colon. Since the identities and amounts of dietary polysaccharides directly impact the gut microbiota, determining which microorganisms consume specific nutrients is central to defining the relationship between diet and gut microbial ecology. Using a custom phenotyping array, we determined carbohydrate utilization profiles for 354 members of the Bacteroidetes, a dominant saccharolytic phylum. There was wide variation in the numbers and types of substrates degraded by individual bacteria, but phenotype-based clustering grouped members of the same species indicating that each species performs characteristic roles. The ability to utilize dietary polysaccharides and endogenous mucin glycans was negatively correlated, suggesting exclusion between these niches. By analyzing related Bacteroides ovatus/xylanisolvens strains that vary in their ability to utilize mucin glycans, we addressed whether gene clusters that confer this complex, multi-locus trait are being gained or lost in individual strains. Pangenome reconstruction of these strains revealed a remarkably mosaic architecture in which genes involved in polysaccharide metabolism are highly variable and bioinformatics data provide evidence of interspecies gene transfer that might explain this genomic heterogeneity. Global transcriptomic analyses suggest that the ability to utilize mucin has been lost in some lineages of B. ovatus and B. xylanisolvens, which still harbor residual gene clusters that are involved in mucin utilization by strains that still actively express this phenotype. Our data provide insight into the breadth and complexity of carbohydrate metabolism in the microbiome and the underlying genomic events that shape these behaviors.

microbiology↗

bioRxiv2020

Somatic chromosomal number alterations affecting driver genes inform in-vitro and clinical drug response in high-grade serous ovarian cancer

The genomic complexity and heterogeneity of high-grade serous ovarian cancer (HGSOC) has hampered the realisation of successful therapies and effective personalised treatment is an unmet clinical need. Here we show that primary HGSOC spheroid models can be used to predict drug response and use them to demonstrate that somatic copy number alterations (SCNAs) in frequently amplified HGSOC cancer genes significantly correlate with gene expression and drug response. These genes are often located in areas of the genome with frequent clonal SCNAs. MYC chromosomal copy number is associated with ex-vivo and clinical response to paclitaxel and ex-vivo response to mTORC1/2 inhibition. Activation of the mTOR survival pathway in the context to MYC-amplified HGSOC is mostly due to increased prevalence of SCNAs in genes from the PI3K pathway. These results suggest that SCNAs encompassing driver genes could be used to inform therapeutic response in the context of clinical trials testing personalised medicines.

cancer biology↗

bioRxiv2019

Micro-pellet culture reveals that bone marrow mesenchymal stromal cell (BMSC) chondrogenic induction is triggered by a single day of TGF-β1 exposure

Despite immense promise, engineering of stable cartilage tissue from bone marrow-derived stromal cells (BMSCs, also known as bone marrow-derived "mesenchymal stem cells") remains elusive. Relative cartilage-like matrix deposition is commonly used to guide BMSC chondrogenic optimisation efforts. However, matrix deposition is heterogeneous in most models, and notably, it lags behind cell fate decisions. We reason that the lag time between cell fate decision and matrix accumulation, coupled with matrix heterogeneity, has obscured basic BMSC biological characteristics, such as differentiation kinetics. Here, we utilize a customized microwell platform to assemble hundreds of small-diameter BMSC micro-pellets and characterized chondrogenic differentiation kinetics in response to the canonical signaling molecule, transforming growth factor-{beta}1 (TGF-{beta}1). Micro-pellets provide a homogeneous readout, and our experimental design accounts for the significant time delay between growth factor signal and deposition of cartilage-like matrix. While 14-to-21-day induction protocols are routine, BMSC micro-pellet cultures reveal that a single day of TGF-{beta}1 exposure was sufficient to trigger chondrogenic differentiation cascades resulting in outcomes similar to micro-pellets exposed to TGF-{beta}1 for 21 days. RNA-sequencing analysis demonstrated that one day of TGF-{beta}1 exposure was also sufficient to induce hypertrophic cascades in BMSC, not observed in articular chondrocytes. Refocusing chondrogenic induction optimisation efforts from weeks to the first hours or days of culture, using homogeneous model systems, may benefit efforts to build stable cartilage formed by BMSCs. SignificanceThe macro-pellet model, and assumptions generated using it, have permeated BMSC-based cartilage tissue engineering strategies since the 1990s. Using a micro-pellet model, we show that BMSC chondrogenic kinetics are significantly more rapid than historical macro-pellets data suggests, and that BMSC chondrogenic and hypertrophic commitment is instructed by a single day of TGF-{beta}1 exposure. This highly relevant study demonstrates that: (1) macro-pellets, which are large heterogeneous tissue models confound the differentiation kinetics visible in micro-pellet models; (2) induction strategies should focus on the first hours or days of culture; (3) even a single day of TGF-{beta}1 exposure drives BMSC to form hypertrophic tissue in vivo, requiring early intervention to prevent hypertrophy; and (4) articular chondrocytes and BMSCs respond distinctly to TGF-{beta}1.

cell biology↗

bioRxiv2018

Genome-Wide Associations with Resistance to Bipolaris Leaf Spot (Bipolaris oryzae (Breda de Haan) Shoemaker) in a Northern Switchgrass Population (Panicum virgatum)

Switchgrass (Panicum virgatum L.), a northern native perennial grass, suffers from yield reduction from Bipolaris leaf spot caused by Bipolaris oryzae (Breda de Haan) Shoe-maker. This study aimed for determining the resistant populations via multiple phenotyping approaches and identifying potential resistance genes to the disease from genome-wide association studies in the switchgrass northern association panel. The disease resistance was evaluated from both natural (field evaluations in NY and PA) and artificial inoculations (detached leaf and leaf disk assays). There are ten out of the 66 populations showed the most resistant based on a combination of detached leaf, leaf disk, and mean from two locations. The GWAS from five subgroups from the association panel to different disease evaluation combinations yielded 27 significant SNPs on 12 chromosomes: 1K, 2K, 2N, 3K, 3N, 4N, 5K, 5N, 6N, 7K, 7N, and 9N accumulatively explaining phenotypic variance of BLUPs of detached leaf percent lesion via image analysis 26.52% at most and BLUPs of leaf disk percent lesion via image analysis 3.28% at least. Within linkage disequilibrium of 20 kb, these SNP markers linked with the potential resistance genes including genes encoding for NBS-LRR, PPR, cell wall related proteins, homeostatic proteins, anti-apoptotic proteins, and ABC transporters.

bioinformatics↗