Back

A reference-free algorithm discovers regulation in the plant transcriptome

Meyer, E.; Saldivar, E.; Kokot, M.; Xue, B.; Deorowicz, S.; Rhee, S. Y.; Salzman, J.

2024-05-25 bioinformatics
10.1101/2024.05.23.595613 bioRxiv
Show abstract

Most plant genomes and their regulation remain unknown. We used SPLASH - a new, reference-genome free sequence variation detection algorithm - to analyze transcriptional and post-transcriptional regulation from RNA-seq data. We discovered differential homolog expression during maize pollen development, and imbibition-dependent cryptic splicing in Arabidopsis seeds. SPLASH enables discovery of novel regulatory mechanisms, including differential regulation of genes from hybrid parental haplotypes, without the use of alignment to a reference genome.

Matching journals

The top 5 journals account for 50% of the predicted probability mass.

1
Genome Biology
555 papers in training set
Top 0.1%
22.3%
2
Nature Communications
4913 papers in training set
Top 11%
14.2%
3
Nature Genetics
240 papers in training set
Top 0.9%
8.3%
4
Molecular Plant
36 papers in training set
Top 0.3%
4.8%
5
Nature Plants
84 papers in training set
Top 0.3%
4.8%
50% of probability mass above
6
Nucleic Acids Research
1128 papers in training set
Top 6%
3.6%
7
Science
429 papers in training set
Top 9%
3.6%
8
Cell Systems
167 papers in training set
Top 4%
3.6%
9
Nature Methods
336 papers in training set
Top 3%
3.0%
10
Molecular Biology and Evolution
488 papers in training set
Top 2%
2.3%
11
Nature
575 papers in training set
Top 9%
2.1%
12
Genome Research
409 papers in training set
Top 2%
1.7%
13
Bioinformatics
1061 papers in training set
Top 8%
1.5%
14
Plant Communications
35 papers in training set
Top 0.9%
1.5%
15
Genome Medicine
154 papers in training set
Top 6%
1.3%
16
PLOS ONE
4510 papers in training set
Top 60%
1.2%
17
eLife
5422 papers in training set
Top 49%
1.2%
18
Nature Biotechnology
147 papers in training set
Top 6%
0.9%
19
Scientific Reports
3102 papers in training set
Top 71%
0.9%
20
NAR Genomics and Bioinformatics
214 papers in training set
Top 3%
0.9%
21
Molecular Systems Biology
142 papers in training set
Top 1%
0.9%
22
Cell
370 papers in training set
Top 16%
0.8%
23
PLOS Computational Biology
1633 papers in training set
Top 24%
0.8%
24
Communications Biology
886 papers in training set
Top 22%
0.8%
25
Proceedings of the National Academy of Sciences
2130 papers in training set
Top 43%
0.8%
26
The Plant Journal
197 papers in training set
Top 3%
0.7%
27
Genomics, Proteomics & Bioinformatics
171 papers in training set
Top 6%
0.7%
28
Plant Physiology
217 papers in training set
Top 3%
0.7%
29
Nature Machine Intelligence
61 papers in training set
Top 4%
0.7%