A Multi-Layered Study on Harmonic Oscillations in Mammalian Genomics and Proteomics

Cellular, organ, and whole animal physiology show temporal variation predominantly featuring 24-h (circadian) periodicity. Time-course mRNA gene expression profiling in mouse liver showed two subsets of genes oscillating at the second (12-h) and third (8-h) harmonic of the prime (24-h) frequency. Th...

Full description

Bibliographic Details
Main Authors: Nikolai Genov, Stefano Castellana, Felix Scholkmann, Daniele Capocefalo, Mauro Truglio, Jessica Rosati, Elisa Maria Turco, Tommaso Biagini, Annalucia Carbone, Tommaso Mazza, Angela Relógio, Gianluigi Mazzoccoli
Format: Article
Language:English
Published: MDPI AG 2019-09-01
Series:International Journal of Molecular Sciences
Subjects:
Online Access:https://www.mdpi.com/1422-0067/20/18/4585
id doaj-5c6ce5141a62446abb4056e816038a38
record_format Article
spelling doaj-5c6ce5141a62446abb4056e816038a382020-11-25T02:48:02ZengMDPI AGInternational Journal of Molecular Sciences1422-00672019-09-012018458510.3390/ijms20184585ijms20184585A Multi-Layered Study on Harmonic Oscillations in Mammalian Genomics and ProteomicsNikolai Genov0Stefano Castellana1Felix Scholkmann2Daniele Capocefalo3Mauro Truglio4Jessica Rosati5Elisa Maria Turco6Tommaso Biagini7Annalucia Carbone8Tommaso Mazza9Angela Relógio10Gianluigi Mazzoccoli11Institute for Theoretical Biology (ITB), Charité–Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, 1011 Berlin, GermanyBioinformatics Unit, IRCCS “Casa Sollievo della Sofferenza”, 71013 San Giovanni Rotondo (FG), ItalyResearch Office for Complex Physical and Biological Systems (ROCoS), 8006 Zurich, SwitzerlandBioinformatics Unit, IRCCS “Casa Sollievo della Sofferenza”, 71013 San Giovanni Rotondo (FG), ItalyBioinformatics Unit, IRCCS “Casa Sollievo della Sofferenza”, 71013 San Giovanni Rotondo (FG), ItalyCell Reprogramming Unit, Fondazione IRCCS “Casa Sollievo della Sofferenza”, 71013 San Giovanni Rotondo (FG), ItalyCell Reprogramming Unit, Fondazione IRCCS “Casa Sollievo della Sofferenza”, 71013 San Giovanni Rotondo (FG), ItalyBioinformatics Unit, IRCCS “Casa Sollievo della Sofferenza”, 71013 San Giovanni Rotondo (FG), ItalyDivision of Internal Medicine and Chronobiology Unit, Fondazione IRCCS “Casa Sollievo della Sofferenza”, 71013 San Giovanni Rotondo (FG), ItalyBioinformatics Unit, IRCCS “Casa Sollievo della Sofferenza”, 71013 San Giovanni Rotondo (FG), ItalyInstitute for Theoretical Biology (ITB), Charité–Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, 1011 Berlin, GermanyDivision of Internal Medicine and Chronobiology Unit, Fondazione IRCCS “Casa Sollievo della Sofferenza”, 71013 San Giovanni Rotondo (FG), ItalyCellular, organ, and whole animal physiology show temporal variation predominantly featuring 24-h (circadian) periodicity. Time-course mRNA gene expression profiling in mouse liver showed two subsets of genes oscillating at the second (12-h) and third (8-h) harmonic of the prime (24-h) frequency. The aim of our study was to identify specific genomic, proteomic, and functional properties of ultradian and circadian subsets. We found hallmarks of the three oscillating gene subsets, including different (i) functional annotation, (ii) proteomic and electrochemical features, and (iii) transcription factor binding motifs in upstream regions of 8-h and 12-h oscillating genes that seemingly allow the link of the ultradian gene sets to a known circadian network. Our multifaceted bioinformatics analysis of circadian and ultradian genes suggests that the different rhythmicity of gene expression impacts physiological outcomes and may be related to transcriptional, translational and post-translational dynamics, as well as to phylogenetic and evolutionary components.https://www.mdpi.com/1422-0067/20/18/4585biological clockrhythmic gene expressionrhythmic protein expressioncircadian rhythmsultradian rhythmselectrochemical features
collection DOAJ
language English
format Article
sources DOAJ
author Nikolai Genov
Stefano Castellana
Felix Scholkmann
Daniele Capocefalo
Mauro Truglio
Jessica Rosati
Elisa Maria Turco
Tommaso Biagini
Annalucia Carbone
Tommaso Mazza
Angela Relógio
Gianluigi Mazzoccoli
spellingShingle Nikolai Genov
Stefano Castellana
Felix Scholkmann
Daniele Capocefalo
Mauro Truglio
Jessica Rosati
Elisa Maria Turco
Tommaso Biagini
Annalucia Carbone
Tommaso Mazza
Angela Relógio
Gianluigi Mazzoccoli
A Multi-Layered Study on Harmonic Oscillations in Mammalian Genomics and Proteomics
International Journal of Molecular Sciences
biological clock
rhythmic gene expression
rhythmic protein expression
circadian rhythms
ultradian rhythms
electrochemical features
author_facet Nikolai Genov
Stefano Castellana
Felix Scholkmann
Daniele Capocefalo
Mauro Truglio
Jessica Rosati
Elisa Maria Turco
Tommaso Biagini
Annalucia Carbone
Tommaso Mazza
Angela Relógio
Gianluigi Mazzoccoli
author_sort Nikolai Genov
title A Multi-Layered Study on Harmonic Oscillations in Mammalian Genomics and Proteomics
title_short A Multi-Layered Study on Harmonic Oscillations in Mammalian Genomics and Proteomics
title_full A Multi-Layered Study on Harmonic Oscillations in Mammalian Genomics and Proteomics
title_fullStr A Multi-Layered Study on Harmonic Oscillations in Mammalian Genomics and Proteomics
title_full_unstemmed A Multi-Layered Study on Harmonic Oscillations in Mammalian Genomics and Proteomics
title_sort multi-layered study on harmonic oscillations in mammalian genomics and proteomics
publisher MDPI AG
series International Journal of Molecular Sciences
issn 1422-0067
publishDate 2019-09-01
description Cellular, organ, and whole animal physiology show temporal variation predominantly featuring 24-h (circadian) periodicity. Time-course mRNA gene expression profiling in mouse liver showed two subsets of genes oscillating at the second (12-h) and third (8-h) harmonic of the prime (24-h) frequency. The aim of our study was to identify specific genomic, proteomic, and functional properties of ultradian and circadian subsets. We found hallmarks of the three oscillating gene subsets, including different (i) functional annotation, (ii) proteomic and electrochemical features, and (iii) transcription factor binding motifs in upstream regions of 8-h and 12-h oscillating genes that seemingly allow the link of the ultradian gene sets to a known circadian network. Our multifaceted bioinformatics analysis of circadian and ultradian genes suggests that the different rhythmicity of gene expression impacts physiological outcomes and may be related to transcriptional, translational and post-translational dynamics, as well as to phylogenetic and evolutionary components.
topic biological clock
rhythmic gene expression
rhythmic protein expression
circadian rhythms
ultradian rhythms
electrochemical features
url https://www.mdpi.com/1422-0067/20/18/4585
work_keys_str_mv AT nikolaigenov amultilayeredstudyonharmonicoscillationsinmammaliangenomicsandproteomics
AT stefanocastellana amultilayeredstudyonharmonicoscillationsinmammaliangenomicsandproteomics
AT felixscholkmann amultilayeredstudyonharmonicoscillationsinmammaliangenomicsandproteomics
AT danielecapocefalo amultilayeredstudyonharmonicoscillationsinmammaliangenomicsandproteomics
AT maurotruglio amultilayeredstudyonharmonicoscillationsinmammaliangenomicsandproteomics
AT jessicarosati amultilayeredstudyonharmonicoscillationsinmammaliangenomicsandproteomics
AT elisamariaturco amultilayeredstudyonharmonicoscillationsinmammaliangenomicsandproteomics
AT tommasobiagini amultilayeredstudyonharmonicoscillationsinmammaliangenomicsandproteomics
AT annaluciacarbone amultilayeredstudyonharmonicoscillationsinmammaliangenomicsandproteomics
AT tommasomazza amultilayeredstudyonharmonicoscillationsinmammaliangenomicsandproteomics
AT angelarelogio amultilayeredstudyonharmonicoscillationsinmammaliangenomicsandproteomics
AT gianluigimazzoccoli amultilayeredstudyonharmonicoscillationsinmammaliangenomicsandproteomics
AT nikolaigenov multilayeredstudyonharmonicoscillationsinmammaliangenomicsandproteomics
AT stefanocastellana multilayeredstudyonharmonicoscillationsinmammaliangenomicsandproteomics
AT felixscholkmann multilayeredstudyonharmonicoscillationsinmammaliangenomicsandproteomics
AT danielecapocefalo multilayeredstudyonharmonicoscillationsinmammaliangenomicsandproteomics
AT maurotruglio multilayeredstudyonharmonicoscillationsinmammaliangenomicsandproteomics
AT jessicarosati multilayeredstudyonharmonicoscillationsinmammaliangenomicsandproteomics
AT elisamariaturco multilayeredstudyonharmonicoscillationsinmammaliangenomicsandproteomics
AT tommasobiagini multilayeredstudyonharmonicoscillationsinmammaliangenomicsandproteomics
AT annaluciacarbone multilayeredstudyonharmonicoscillationsinmammaliangenomicsandproteomics
AT tommasomazza multilayeredstudyonharmonicoscillationsinmammaliangenomicsandproteomics
AT angelarelogio multilayeredstudyonharmonicoscillationsinmammaliangenomicsandproteomics
AT gianluigimazzoccoli multilayeredstudyonharmonicoscillationsinmammaliangenomicsandproteomics
_version_ 1724750516112588800