Biology subjects

Woods, D.

Publications and source records attributed to Woods, D..

8 recordsLinked to original sources

bioRxiv2025

A Thermodynamically Favoured Molecular Computer: Robust, Fast, Renewable, Scalable

Like life, computers are out-of-equilibrium.1,2 Thermodynamically favoured error states are thwarted by energetically-costly processes such as kinetic proofreading of biological polymers, error-correcting codes in computer data storage, and redundancy in molecular programming. Decades of theoretical work shows that unlike life thermodynamic computers can operate by drifting naturally to equilibrium.3,4 Similar ideas underlie machine learning models5 and search algorithms such as simulated annealing,6 although executed on non-equilibrium architectures at enormous energy cost.7 Physically implementing thermodynamically favoured computation is a decades-long challenge that could reduce dependence on fuel-consuming error-correction and precise kinetic control. Here, we demonstrate a thermodynamically favoured Scaffolded DNA Computer (SDC) on ten programs including MULTIPLICATION-by-3, DO_SCPLOWIVISIONC_SCPLOW-by-2, 8-bit PO_SCPLOWARITYC_SCPLOW-detection, and AO_SCPLOWDDITIONC_SCPLOW of up to 25-bit numbers. SDC algorithms have simple experimental protocols, can be reused dozens of times and small instances run in under a minute. The SDC is grounded in mathematical, physical and computer science principles that explain why the output is thermodynamically favoured, why no error-correction nor precise step-by-step kinetic control are required and how it is programmable and scalable. This work creates a new way to think about equilibrium computation in all manner of synthetic systems.

bioengineering↗

bioRxiv2024

Hypomorphic NOTCH1 Expression Alters Cardiomyocyte Cellular Architecture in Hypoplastic Left Heart Syndrome

NOTCH1 is a protein involved in cardiac development and mutations in NOTCH1 are implicated in left sided congenital heart disease, including hypoplastic left heart syndrome (HLHS). Therapeutic advances for HLHS patients have been hampered by the absence of suitable experimental models. Here, using human induced pluripotent stem cells (hiPSCs), we have generated a series of CRISPR-edited complex heterozygous hypomorphic mutations in NOTCH1 that recapitulate mutations seen in HLHS patients. These cells demonstrate the downregulation of genes associated with mitochondria, the actin cytoskeleton, and cardiomyocyte development. In addition, these hypomorphic NOTCH1 hiPSCs cells showed an increased propensity to differentiate towards non-cardiomyocyte lineages such as fibroblasts and smooth muscle cells, a finding confirmed in HLHS patient-derived myocardial tissue. Abnormalities in sarcomeric and mitochondrial architecture contributed to decreased ATP production, abnormal calcium transients, and reduced contractility. Using a split nano-luciferase system as a NOTCH1 intracellular reporter, we screened a library of FDA-approved compounds. Auranofin, an agent currently employed for rheumatoid arthritis, was identified as a candidate drug that could rescue impaired differentiation and contractility seen in the hypomorphic NOTCH1 model. These findings point to cell-autonomous abnormalities in hypomorphic NOTCH1 pre-cardiomyocyte cells that can be leveraged to identify potential therapeutic strategies for patients with severe congenital cardiac abnormalities. HighlightsO_LICRISPR edited and patient-derived iPSCs with hypomorphic NOTCH1 expression were used to characterize a cell-based model of hypoplastic left heart syndrome. C_LIO_LIHypomorphic NOTCH1 iPSCs have abnormalities in pathways associated with mitochondrial function, actin cytoskeleton, and cardiomyocyte development. C_LIO_LIHypomorphic NOTCH1 iPSCs have less pluripotency and tend to skew differentiation away from cardiomyocytes and towards fibroblasts and smooth muscle cells. C_LIO_LINOTCH1 is required for cardiac cytoskeletal and mitochondrial architecture, and to preserve contractility and ATP production. C_LIO_LIA high-throughput drug screen identified auranofin as an agent that may benefit patients with hypoplastic left heart syndrome. C_LI

cell biology↗

bioRxiv2022

PhenoComb: A discovery tool to assess complex phenotypes in high-dimension, single-cell datasets

MotivationHigh-dimension cytometry assays can simultaneously measure dozens of markers, enabling the investigation of complex phenotypes. However, as manual gating relies on previous biological knowledge, few marker combinations are often assessed. This results in complex phenotypes with potential for biological relevance being overlooked. Here we present PhenoComb, an R package that allows agnostic exploration of phenotypes by assessing all combinations of markers. DesignPhenoComb uses signal intensity thresholds to assign markers to discrete states (e.g. negative, low, high) and then counts the number of cells per sample from all possible marker combinations in a memory-safe manner. Time and disk space are the only constraints on the number of markers evaluated. PhenoComb also provides several approaches to perform statistical comparisons, evaluate the relevance of phenotypes, and assess the independence of identified phenotypes. PhenoComb allows users to guide analysis by adjusting several function arguments such as identifying parent populations of interest, filtering of low-frequency populations, and defining a maximum complexity of phenotypes to evaluate. We have designed PhenoComb to be compatible with local computer or server-based use. ResultsIn testing of PhenoCombs performance on synthetic datasets, computation on 16 markers was completed in the scale of minutes and up to 26 markers in hours. We applied PhenoComb to two publicly available datasets: an HIV flow cytometry dataset (12 markers and 421 samples) and the COVIDome CyTOF dataset (40 markers and 99 samples). In the HIV dataset, PhenoComb identified immune phenotypes associated with HIV seroconversion, including those highlighted in the original publication. In the COVID dataset, we identified several immune phenotypes with altered frequencies in infected individuals relative to healthy individuals. Collectively, PhenoComb represents a powerful discovery tool for agnostically assessing high-dimension, single-cell data. AvailabilityThe PhenoComb R package can be downloaded from https://github.com/SciOmicsLab/PhenoComb

bioinformatics↗

bioRxiv2021

Simultaneous assessment of eight phosphorylated STAT residues in T-cells by flow cytometry.

Signal transducer and activator of transcription (STAT) proteins are a family of transcription factors controlling functions in immune responses and other cell types. Given their importance, we developed a flow cytometry panel to assess eight phosphorylated STAT residues in human T-cells, including six tyrosine residues across six STAT proteins (STAT1, STAT2, STAT3, STAT4, STAT5a, STAT6) and additional serine residues on STAT1 and STAT3. We applied this protocol to test the in vitro induction of pSTATs in response to CD3/CD28 activation and a panel of recombinant cytokines. We also assessed the pSTAT expression profiles of naive CD4+ T-cells polarized to Th1, Th2, Th17 or iTregs. pSTAT1(S727), pSTAT2(Y689) and pSTAT3(S727) were constitutively expressed in most T-cells, even in the absence of stimulation. For pSTAT1(S727) and pSTAT3(S727), we observed two positive states, high and low. Conversely, expression of pSTAT1(Y701), pSTAT3(Y705), pSTAT4(Y693) and pSTAT6(Y641) were absent in resting T-cells and only expressed with CD3/CD28 activation or with specific cytokines. Variable frequencies of pSTAT5a(Y694) expression were observed in resting T-cells, which increased with activation or specific cytokine stimulation (e.g. IL-2). IFN{beta} stimulation enhanced frequencies of expressing cells for all pSTATs. Correlations among several pSTATs, particularly pSTAT1(S727)high and pSTAT3(S727)high were observed. While polarization resulted in increases in canonically associated pSTATs, other non-canonical pSTAT changes were also observed. Collectively, we developed, optimized, and tested a sensitive and rapid approach for simultaneously assessing phosphorylation of six STAT proteins. Using this approach, we made several novel observations of T-cell pSTAT induction in response to stimuli.

immunology↗

bioRxiv2021

WAPO-A1 is the causal gene of the 7AL QTL for spikelet number per spike in wheat

Improving our understanding of the genes regulating grain yield can contribute to the development of more productive wheat varieties. Previously, a highly significant QTL affecting spikelet number per spike (SNS), grain number per spike (GNS) and grain yield was detected on chromosome arm 7AL in multiple genome-wide association studies. Using a high-resolution genetic map, we established that the A-genome homeolog of WHEAT ORTHOLOG OF APO1 (WAPO-A1) was a leading candidate gene for this QTL. Using mutants and transgenic plants, we demonstrate in this study that WAPO-A1 is the causal gene underpinning this QTL. Loss-of-function mutants wapo-A1 and wapo-B1 showed reduced SNS in tetraploid wheat, and the effect was exacerbated in wapo1 combining both mutations. By contrast, spikes of transgenic wheat plants carrying extra copies of WAPO-A1 driven by its native promoter had higher SNS, a more compact spike apical region and a smaller terminal spikelet than the wild type. Taken together, these results indicate that WAPO1 affects SNS by regulating the timing of terminal spikelet formation. Both transgenic and wapo1 mutant plants showed a wide range of floral abnormalities, indicating additional roles of WAPO1 on wheat floral development. Previously, we found three widespread haplotypes in the QTL region (H1, H2 and H3), each associated with particular WAPO-A1 alleles. Integrating results from this study and previous findings, we show that the WAPO-A1 allele in the H1 haplotype (115-bp deletion in the promoter) is expressed at significantly lower levels in the developing spikes than the alleles in the H2 and H3 haplotypes, resulting in reduced SNS. Field experiments also showed that the H2 haplotype is associated with the strongest effects in increasing SNS and GNS (H2>H3>H1). The H2 haplotype is already present in most modern common wheats, so it might be particularly useful in durum wheat where H2 is rare. AUTHOR SUMMARYA region on wheat chromosome 7A has been previously shown to affect the number of spikelets and grains per spike as well as total grain yield in multiple breeding programs. In this study, we show that loss-of-function mutations in the WAPO1 gene located within this region reduce the number of spikelets per spike and that additional transgenic copies of this gene increase this number. These results demonstrate that WAPO1 is the gene responsible for the differences in grain number and yield associated with the 7A chromosome region. Among the three main variants identified for this gene, we demonstrate in field experiments that the H2 variant is associated with the largest increases in number of spikelets and grains per spike. The H2 WAPO1 variant is frequent in bread wheat breeding programs but is almost absent in modern pasta wheat varieties. Therefore, the introgression of the H2 represents a promising opportunity to improve grain yield in pasta wheat breeding programs.

plant biology↗

bioRxiv2020

The SPIRE1 actin nucleator coordinates actin/myosin functions in the regulation of mitochondrial motility

Subcellular localisation of mitochondria provides a spatial and temporal organisation for cellular energy demands. Long-range mitochondrial transport is mediated by microtubule tracks and associated dynein and kinesin motor proteins. The actin cytoskeleton has a more versatile role and provides transport, tethering, and anchoring functions. SPIRE actin nucleators organise actin filament networks at vesicle membranes, which serve as tracks for myosin 5 motor protein-driven transport processes. Following alternative splicing, SPIRE1 is targeted to mitochondria. In analogy to vesicular SPIRE functions, we have analysed whether SPIRE1 regulates mitochondrial motility. By tracking mitochondria of living fibroblast cells from SPIRE1 mutant mice and splice-variant specific mitochondrial SPIRE1 knockout mice, we determined that the loss of SPIRE1 function increased mitochondrial motility. The SPIRE1 mutant phenotype was reversed by transient overexpression of mitochondrial SPIRE1, which almost completely inhibited motility. Conserved myosin 5 and formin interaction motifs contributed to this inhibition. Consistently, mitochondrial SPIRE1 targeted myosin 5 motors and formin actin filament generators to mitochondria. Our results indicate that SPIRE1 organises an actin/myosin network at mitochondria, which opposes mitochondrial motility. Summary statementThe mitochondrial SPIRE1 protein targets myosin 5 motor proteins and formin actin-filament nucleators/elongators towards mitochondria and negatively regulates mitochondrial motility.

cell biology↗

bioRxiv2019

Quasi-Mendelian Paternal Inheritance of mitochondrial DNA: A notorious artifact, or anticipated mtDNA behavior?

A recent report by Luo et al (2018) in PNAS (DOI:10.1073/pnas.1810946115) presented evidence of biparental inheritance of mitochondrial DNA. The pattern of inheritance, however, resembled that of a nuclear gene. The authors explained this peculiarity with Mendelian segregation of a faulty gatekeeper gene that permits survival of paternal mtDNA in the oocyte. Three other groups (Vissing, 2019; Lutz-Bonengel and Parson, 2019; Salas et al, 2019), however, posited the observation was an artifact of inheritance of mtDNA nuclear pseudogenes (NUMTs), present in the fathers nuclear genome. We present justification that both interpretations are incorrect, but that the original authors did, in fact, observe biparental inheritance of mtDNA. Our alternative model assumes that because of initially low paternal mtDNA copy number these copies are randomly partitioned into nascent cell lineages. The paternal mtDNA haplotype must have a selective advantage, so seeded cells will tend to proceed to fixation of the paternal haplotype in the course of development. We use modeling to emulate the dynamics of paternal genomes and predict their mode of inheritance and distribution in somatic tissue. The resulting offspring is a mosaic of cells that are purely maternal or purely paternal - including in the germline. This mosaicism explains the quasi-Mendelian segregation of the paternal mDNA. Our model is based on known aspects of mtDNA biology and explains all of the experimental observations outlined in Luo et. al., including maternal inheritance of the grand-paternal mtDNA.

genetics↗

bioRxiv2018

A florigen paralog is required for short-day vernalization in a pooid grass

Perception of seasonal cues is critical for reproductive success in many plants. Exposure to winter cold is a cue that can confer competence to flower in the spring via a process known as vernalization. In certain grasses, exposure to short days is another winter cue that can lead to a vernalized state. In Brachypodium distachyon, we find that natural variation for the ability of short days to confer competence to flower is due to allelic variation of the florigen paralog FT-like9 (FTL9). An active FTL9 allele is required for the acquisition of floral competence, demonstrating a novel role for a member of the florigen family of genes. Loss of the short-day vernalization response appears to have arisen once in B. distachyon and spread through diverse lineages indicating that this loss has adaptive value, perhaps by delaying spring flowering until the danger of cold damage to flowers has subsided.

plant biology↗