#5 · Tools & infrastructure
Packaged software integrates capture probe and oligo pool library design workflows
The dominant thread is computational design of nucleic acid reagents delivered as installable software. BaitBench, written in Rust, combines hybrid capture probe design, assessment and thermodynamic simulation behind both CLI and GUI interfaces, and reports a correlation of rho=0.916 in its outcome prediction. PoolParty represents oligo pool DNA libraries as computational graphs, exposing more than 50 mutagenesis, motif and barcode operations and generating design cards. The shared contribution is consolidating design and, for BaitBench, in silico evaluation into one package rather than separate stages. The remaining items are packaged analysis infrastructure for other problems: rare-variant aggregation across genes and pathways (DoAggregate, 36 methods), ABCD/HBCD dataset construction (NBDC Data Tools), single-cell count generation and per-cell QC (gcat, its_a_scam), single-sample regulatory networks (SiSaNA), matched Ribo-seq/RNA-seq profiling (Ribotools), and a static-file reimplementation of dictyBase. These share the packaging emphasis but not the reagent design focus.
Published papers
SiSaNA: A Python-based command line interface for Single-Sample Network Analysis.
SiSaNA is a Python command-line workflow for single-sample regulatory network reconstruction and analysis, producing summary HTML reports without programming…
dictyBase 2026: a reimplementation of the Dictyostelium model organism database on minimal infrastructure.
Reimplementation of the dictyBase Dictyostelium model organism database as a static-file service with gene records, sequence search, enrichment tools, stock…
Rp-Bp and the Ribotools box for translatome profiling.
Ribotools, a software box for matched Ribo-seq and RNA-seq analysis (QC, ORF discovery, translation efficiency), applied to hiPSC cardiomyocyte differentiation…
PoolParty: streamlined design of DNA sequence libraries in Python.
PoolParty, a Python package that builds oligo pool DNA libraries as computational graphs, with 50+ mutagenesis, motif, and barcode operations plus design cards…
Preprints
BaitBench: a comprehensive tool for building, as-sessing, and predicting outcomes for hybrid capture enrichment probes
BaitBench is a Rust tool unifying hybrid capture probe design, assessment, and thermodynamic simulation, with CLI and GUI access; correlation rho=0.916 against…
DoAggregate: a pipeline for aggregation testing for rare-variant on a gene and pathway level
DoAggregate is a scalable pipeline for rare-variant aggregation testing across genes, pathways and GO terms, combining 36 methods via Excalibur, with annotated…
NBDC Data Tools: Building Analysis-ready Datasets From ABCD and HBCD Releases in R and Python
NBDC Data Tools: open-source R and Python packages that build reproducible, analysis-ready datasets from ABCD and HBCD study releases using standardized…
gcat, its_a_scam: modular tools for single cell data processing and per-cellquality control
Presents gcat, a C++ library for genomic coordinate work, and its_a_scam, a modular single-cell toolkit for count matrix generation and per-cell…
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