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Examining the molecular clock hypothesis for the contemporary evolution of the rabies virus
被引:0
|作者:
Durrant, Rowan
[1
]
Cobbold, Christina A.
[1
,2
]
Brunker, Kirstyn
[1
]
Campbell, Kathryn
[1
]
Dushoff, Jonathan
[3
,4
,5
]
Ferguson, Elaine A.
[1
]
Jaswant, Gurdeep
[1
,6
,7
,8
]
Lugelo, Ahmed
[1
,8
,9
]
Lushasi, Kennedy
[8
]
Sikana, Lwitiko
[8
]
Hampson, Katie
[1
]
机构:
[1] Univ Glasgow, Coll Med Vet & Life Sci, Sch Vet Med, Boyd Orr Ctr Populat & Ecosyst Hlth, Glasgow, Lanark, Scotland
[2] Univ Glasgow, Sch Math & Stat, Glasgow City, Scotland
[3] McMaster Univ, Dept Biol, Hamilton, ON, Canada
[4] McMaster Univ, Dept Math & Stat, Hamilton, ON, Canada
[5] McMaster Univ, M G DeGroote Inst Infect Dis Res, Hamilton, ON, Canada
[6] Univ Nairobi Inst Trop & Infect Dis UNITID, Nairobi, Kenya
[7] Tanzania Ind Res & Dev Org TIRDO, Dar Es Salaam, Tanzania
[8] Ifakara Hlth Inst, Environm Hlth & Ecol Sci Dept, Ifakara, Tanzania
[9] Global Anim Hlth Tanzania, Arusha, Tanzania
基金:
英国惠康基金;
英国工程与自然科学研究理事会;
英国医学研究理事会;
关键词:
INFECTION;
TRANSMISSION;
INCUBATION;
SEQUENCES;
DYNAMICS;
ORIGIN;
RATES;
GENE;
D O I:
10.1371/journal.ppat.1012740
中图分类号:
Q93 [微生物学];
学科分类号:
071005 ;
100705 ;
摘要:
The molecular clock hypothesis assumes that mutations accumulate on an organism's genome at a constant rate over time, but this assumption does not always hold true. While modelling approaches exist to accommodate deviations from a strict molecular clock, assumptions about rate variation may not fully represent the underlying evolutionary processes. There is considerable variability in rabies virus (RABV) incubation periods, ranging from days to over a year, during which viral replication may be reduced. This prompts the question of whether modelling RABV on a per infection generation basis might be more appropriate. We investigate how variable incubation periods affect root-to-tip divergence under per-unit time and per-generation models of mutation. Additionally, we assess how well these models represent root-to-tip divergence in time-stamped RABV sequences. We find that at low substitution rates (<1 substitution per genome per generation) divergence patterns between these models are difficult to distinguish, while above this threshold differences become apparent across a range of sampling rates. Using a Tanzanian RABV dataset, we calculate the mean substitution rate to be 0.17 substitutions per genome per generation. At RABV's substitution rate, the per-generation substitution model is unlikely to represent rabies evolution substantially differently than the molecular clock model when examining contemporary outbreaks; over enough generations for any divergence to accumulate, extreme incubation periods average out. However, measuring substitution rates per-generation holds potential in applications such as inferring transmission trees and predicting lineage emergence.
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