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Biology subjects

Tran, C. T.

Publications and source records attributed to Tran, C. T..

4 recordsLinked to original sources

Boosting the speed and accuracy of protein quantification algorithms in mass spectrometry-based proteomics

Current methods for protein level quantification in mass spectrometry-based proteomics do not scale with the increasing number of samples because of limited system memory and algorithmic complexities. Here we propose a new data structure that supports parsing of input as data stream, improve state of the art quantitation methods in performance by orders of magnitudes, and provide a generic method to boost the precision and accuracy by fragment weighting.

bioinformatics↗

Gene-sized DNA insertion at genomic safe harbors in human cells using a site-directed transposase

Achieving precise and efficient integration of gene-sized DNA sequences into the human genome remains a major obstacle to gene therapy. Existing approaches depend on double-strand DNA breaks, which can lead to unintended genome alterations. Many monogenic diseases arise from diverse patient-specific mutations, making individualized correction impractical and underscoring the need for universal full-gene replacement strategies. We developed INsertion by Targeted Anchoring and Conditional Transposition (INTACT) to enable targeted insertion at genomic safe harbor loci. We engineered a mammalian transposase with mutations in its DNA-binding domain to reduce off-target integration. Site specificity was then restored by linking programmable sequence-specific DNA-binding proteins to the transposase. Systematic optimization of INTACT revealed key determinants of precision, including non-covalent linkage between the transposase and DNA-binding protein, strict spacing between the binding site and the TTAA insertion sequence, and linkage of the DNA-binding protein to an internal position within the transposase. On-target insertion was achieved across multiple loci, with optimized INTACT averaging 1.2 targeted insertions per cell. An off-target assay confirmed that DNA-binding domain mutations substantially reduced unwanted integration events to near-background levels. Our site-directed transposase enables precise, efficient genomic insertion of >4kb DNA without double-strand breaks, offering a powerful new tool for genome engineering.

molecular biology↗

Dominance reversal protects large-effect resistance polymorphisms in temporally varying environments

Large-effect functional genetic variation is commonly found in natural populations, even though natural selection should erode such variants. Theory suggests that under fluctuating selective pressures, beneficial reversal of dominance - where alleles are dominant when beneficial and recessive when deleterious - can protect these loci from selection, allowing them to persist. However, empirical evidence for this mechanism remains elusive because testing requires direct measurements of selection and dominance in natural conditions. Here, we show that insecticide-resistant alleles at the Ace locus in Drosophila melanogaster persist worldwide at intermediate frequencies and exhibit beneficial reversal of dominance. By combining laboratory and large-scale field mesocosm experiments with insecticide manipulation, and mathematical modeling, we show that the benefits of the resistant Ace alleles are dominant while their fitness costs recessive. We further show that fluctuating insecticide selection generates chromosome-scale genomic perturbations at sites linked to the resistant Ace alleles, revealing broader genomic consequences of this mechanism. Overall, our results suggest that beneficial reversal of dominance contributes to the maintenance of functional genetic variation and impacts patterns of genomic diversity via linked fluctuating selection.

evolutionary biology↗

Directed evolution of hyperactive integrases for site specific insertion of transgenes

The ability to deliver large transgenes to a single genomic sequence with high efficiency would accelerate biomedical interventions. Current methods suffer from low insertion efficiency and most rely on undesired double-strand DNA breaks. Serine integrases catalyze the insertion of large DNA cargos at attachment (att) sites. By targeting att sites to the genome using technologies such as prime editing, integrases can target safe loci while avoiding double-strand breaks. We developed a method of phage-assisted continuous evolution we call IntePACE, that we used to rapidly perform hundreds of rounds of mutagenesis to systematically improve activity of PhiC31 and Bxb1 serine integrases. Novel hyperactive mutants were generated by combining synergistic mutations resulting in integration of a multi-gene cargo at rates as high as 80% of target chromosomes. Hyperactive integrases inserted a 15.7 kb therapeutic DNA cargo containing Von Willebrand Factor. This technology could accelerate gene delivery therapeutics and our directed evolution strategy can easily be adapted to improve novel integrases from nature. O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=148 SRC="FIGDIR/small/598370v1_ufig1.gif" ALT="Figure 1"> View larger version (24K): org.highwire.dtl.DTLVardef@438582org.highwire.dtl.DTLVardef@f242f9org.highwire.dtl.DTLVardef@10ae9eborg.highwire.dtl.DTLVardef@183543f_HPS_FORMAT_FIGEXP M_FIG C_FIG

molecular biology↗