Prokaryotes vary their protein repertoire mainly through horizontal transfer and gene loss. To elucidate the links between these processes and the cross-species gene-family statistics, we perform a large-scale data analysis of the cross-species variability of gene-family abundance (the number of members of the family found on a given genome). We find that abundance fluctuations are related to the rate of horizontal transfers. This is rationalized by a minimal theoretical model, which predicts this link. The families that are not captured by the model show abundance profiles that are markedly peaked around a mean value, possibly because of specific abundance selection. Based on these results, we define an abundance variability index that captures a family's evolutionary behavior (and thus some of its relevant functional properties) purely based on its cross-species abundance fluctuations. Analysis and model, combined, show a quantitative link between cross-species family abundance statistics and horizontal transfer dynamics, which can be used to analyze genome 'flux'. Groups of families with different values of the abundance variability index correspond to genome sub-parts having different plasticity in terms of the level of horizontal exchange allowed by natural selection.

Prokaryotes vary their protein repertoire mainly through horizontal transfer and gene loss. To elucidate the links between these processes and the cross-species gene-family statistics, we perform a large-scale data analysis of the cross-species variability of gene-family abundance (the number of members of the family found on a given genome). We find that abundance fluctuations are related to the rate of horizontal transfers. This is rationalized by a minimal theoretical model, which predicts this link. The families that are not captured by the model show abundance profiles that are markedly peaked around a mean value, possibly because of specific abundance selection. Based on these results, we define an abundance variability index that captures a family's evolutionary behavior (and thus some of its relevant functional properties) purely based on its cross-species abundance fluctuations. Analysis and model, combined, show a quantitative link between cross-species family abundance statistics and horizontal transfer dynamics, which can be used to analyze genome 'flux'. Groups of families with different values of the abundance variability index correspond to genome sub-parts having different plasticity in terms of the level of horizontal exchange allowed by natural selection.

Cross-species gene-family fluctuations reveal the dynamics of horizontal transfers / J. Grilli, M. Romano, F. Bassetti, M. COSENTINO LAGOMARSINO. - In: NUCLEIC ACIDS RESEARCH. - ISSN 0305-1048. - 42:11(2014), pp. 6850-6860. [10.1093/nar/gku378]

Cross-species gene-family fluctuations reveal the dynamics of horizontal transfers

M. COSENTINO LAGOMARSINO
2014

Abstract

Prokaryotes vary their protein repertoire mainly through horizontal transfer and gene loss. To elucidate the links between these processes and the cross-species gene-family statistics, we perform a large-scale data analysis of the cross-species variability of gene-family abundance (the number of members of the family found on a given genome). We find that abundance fluctuations are related to the rate of horizontal transfers. This is rationalized by a minimal theoretical model, which predicts this link. The families that are not captured by the model show abundance profiles that are markedly peaked around a mean value, possibly because of specific abundance selection. Based on these results, we define an abundance variability index that captures a family's evolutionary behavior (and thus some of its relevant functional properties) purely based on its cross-species abundance fluctuations. Analysis and model, combined, show a quantitative link between cross-species family abundance statistics and horizontal transfer dynamics, which can be used to analyze genome 'flux'. Groups of families with different values of the abundance variability index correspond to genome sub-parts having different plasticity in terms of the level of horizontal exchange allowed by natural selection.
English
Prokaryotes vary their protein repertoire mainly through horizontal transfer and gene loss. To elucidate the links between these processes and the cross-species gene-family statistics, we perform a large-scale data analysis of the cross-species variability of gene-family abundance (the number of members of the family found on a given genome). We find that abundance fluctuations are related to the rate of horizontal transfers. This is rationalized by a minimal theoretical model, which predicts this link. The families that are not captured by the model show abundance profiles that are markedly peaked around a mean value, possibly because of specific abundance selection. Based on these results, we define an abundance variability index that captures a family's evolutionary behavior (and thus some of its relevant functional properties) purely based on its cross-species abundance fluctuations. Analysis and model, combined, show a quantitative link between cross-species family abundance statistics and horizontal transfer dynamics, which can be used to analyze genome 'flux'. Groups of families with different values of the abundance variability index correspond to genome sub-parts having different plasticity in terms of the level of horizontal exchange allowed by natural selection.
Transcriptional regulation; frequency-distribution; wealth distributions; adaptive evolution; metabolic networks; bacterial genomes; Escherichia-coli; exchange models; scaling laws; innovation
Settore FIS/02 - Fisica Teorica, Modelli e Metodi Matematici
Settore BIO/18 - Genetica
Articolo
Esperti anonimi
Ricerca di base
Pubblicazione scientifica
2014
Oxford University Press
42
11
6850
6860
11
Pubblicato
Periodico con rilevanza internazionale
Aderisco
info:eu-repo/semantics/article
Cross-species gene-family fluctuations reveal the dynamics of horizontal transfers / J. Grilli, M. Romano, F. Bassetti, M. COSENTINO LAGOMARSINO. - In: NUCLEIC ACIDS RESEARCH. - ISSN 0305-1048. - 42:11(2014), pp. 6850-6860. [10.1093/nar/gku378]
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Prodotti della ricerca::01 - Articolo su periodico
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262
Article (author)
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J. Grilli, M. Romano, F. Bassetti, M. COSENTINO LAGOMARSINO
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/593749
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