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. Author manuscript; available in PMC: 2024 Feb 2.
Published in final edited form as: Cell. 2023 Jan 24;186(3):646–661.e4. doi: 10.1016/j.cell.2022.12.039

Key Resources.

All the code and data generated in this work are freely available through public portals listed below.

REAGENT or RESOURCE SOURCE IDENTIFIER
Deposited data
All original code and data for this paper This paper https://doi.org/10.5281/zenodo.6859104
The viroid-like cccRNA detection pipeline This paper https://github.com/Benjamin-Lee/vdsearch
Software and algorithms
CD-HIT v4.8.1 98 https://github.com/weizhongli/cdhit
HMMER v3.3.2 88 https://github.com/EddyRivasLab/hmmer
Infernal v1.1.4 46 https://github.com/EddyRivasLab/infernal
python-igraph v0.9.10 99 https://github.com/igraph/python-igraph
scikit-bio v0.5.6 100,101 https://github.com/biocore/scikit-bio
MMseqs2 v13.45111 83 https://github.com/soedinglab/mmseqs2
R v4.2.0 R Foundation for Statistical Computing https://www.r-project.org
Python v3.8.3 Python Software Foundation https://www.python.org
Nim v1.6.2 102 https://nim-lang.org
ViennaRNA v2.5.0 84 https://github.com/ViennaRNA/ViennaRNA
SeqKit v2.1.0 103 https://github.com/shenwei356/seqkit
Pandas v1.2.0 104 https://github.com/pandas-dev/pandas/
ggplot2 v3.3.6 105 https://github.com/tidyverse/ggplot2/
orfipy v0.0.4 86 https://github.com/urmi-21/orfipy
fastp v0.20.1 76 https://github.com/OpenGene/fastp
Snakemake v6.10.0 106 https://github.com/snakemake/snakemake
circlize v0.4.15 107 https://github.com/jokergoo/circlize
RNAmotif v3.1.1 82 https://github.com/dacase/rnamotif
rnaSPAdes v3.14.1 77 https://github.com/ablab/spades
MinCED v0.4.2 95 https://github.com/ctSkennerton/minced
IQ-TREE v1.6.12 63 https://github.com/iqtree/iqtree2
CLANS 89 http://protevo.eb.tuebingen.mpg.de/download
Sequence Demarcation Tool (SDT) v1.2 90 https://github.com/brejnev/SDTv1.2
PROMALS3D 91 http://prodata.swmed.edu/PROMALS3D
iTOL v6.5.8 92 https://itol.embl.de
bowtie2 v2.4.2 108 http://bowtie-bio.sourceforge.net/bowtie2/index.shtml
BLAST+ suite 96,97 https://blast.ncbi.nlm.nih.gov/
EMBOSS etandem v6.0.0 94 http://emboss.sourceforge.net