Back

Disrupted chromatin architecture in olfactory sensory neurons: A missing link from COVID-19 infection to anosmia

Tan, Z. W.; Toon, P. J.; Guarnera, E.; Berezovsky, I. N.

2022-08-19 bioinformatics
10.1101/2022.08.19.504545 bioRxiv
Show abstract

AO_SCPLOWBSTRACTC_SCPLOWWe tackle here genomic mechanisms of a rapid onset and recovery from anosmia - a useful diagnostic indicator for early-stage COVID-19 infection. On the basis of earlier observed specifics of olfactory receptors (ORs) regulation in the mice chromatin structures, we hypothesized that the disruption of OR function can be caused by chromatin reorganization taking place upon SARS-CoV-2 infection. We reconstructed the chromatin ensembles of ORs obtained from COVID-19 patients and control samples using our original computational framework for the whole-genome chromatin ensemble 3D reconstruction. We have also developed here a new procedure for the analysis of fine structural hierarchy in local, megabase scale, parts of chromosomes containing the OR genes and corresponding epigenetic factors. We observed structural modifications in COVID-19 patients on different levels of chromatin organization, from alteration of the whole genome structure and chromosomal intermingling to reorganization of contacts between the chromatin loops at the level of topologically associating domains. While complementary data on known regulatory elements point to pathology-associated changes within the overall picture of chromatin alterations, further investigation using additional epigenetic factors mapped on 3D reconstructions with improved resolution will be required for better understanding of anosmia caused by SARS-CoV-2 infection.

Matching journals

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

1
Computational and Structural Biotechnology Journal
216 papers in training set
Top 0.1%
22.6%
2
iScience
1063 papers in training set
Top 0.6%
8.4%
3
Nucleic Acids Research
1128 papers in training set
Top 2%
8.4%
4
Nature Communications
4913 papers in training set
Top 26%
6.8%
5
Frontiers in Genetics
197 papers in training set
Top 0.8%
6.4%
50% of probability mass above
6
Scientific Reports
3102 papers in training set
Top 31%
4.0%
7
PLOS Computational Biology
1633 papers in training set
Top 10%
3.6%
8
Advanced Science
249 papers in training set
Top 8%
2.4%
9
eLife
5422 papers in training set
Top 40%
1.8%
10
Genomics
60 papers in training set
Top 1%
1.7%
11
PLOS Genetics
756 papers in training set
Top 8%
1.7%
12
GigaScience
172 papers in training set
Top 1%
1.7%
13
International Journal of Molecular Sciences
453 papers in training set
Top 7%
1.7%
14
Communications Biology
886 papers in training set
Top 8%
1.7%
15
Briefings in Bioinformatics
326 papers in training set
Top 4%
1.5%
16
BMC Biology
248 papers in training set
Top 2%
1.3%
17
Epigenetics
43 papers in training set
Top 0.6%
1.2%
18
Frontiers in Cell and Developmental Biology
218 papers in training set
Top 7%
1.0%
19
Frontiers in Molecular Biosciences
100 papers in training set
Top 3%
1.0%
20
Genes
126 papers in training set
Top 2%
0.9%
21
Genome Medicine
154 papers in training set
Top 8%
0.7%
22
Genome Biology
555 papers in training set
Top 7%
0.7%
23
npj Systems Biology and Applications
99 papers in training set
Top 2%
0.7%
24
Journal of Genetics and Genomics
36 papers in training set
Top 2%
0.7%
25
NAR Genomics and Bioinformatics
214 papers in training set
Top 4%
0.7%
26
Genomics, Proteomics & Bioinformatics
171 papers in training set
Top 7%
0.6%
27
PLOS ONE
4510 papers in training set
Top 73%
0.5%
28
Journal of Molecular Biology
217 papers in training set
Top 5%
0.5%
29
Cell Genomics
162 papers in training set
Top 8%
0.5%
30
Genome Research
409 papers in training set
Top 5%
0.5%