Role of genetic heterogeneity in determining the epidemiological severity of H1 N1 influenza

Sambaturu, Narmada and Mukherjee, Sumanta and Lopez-Garcia, Martin and Molina-Paris, Carmen and Menonm, Gautam I and Chandra, Nagasuma (2018) Role of genetic heterogeneity in determining the epidemiological severity of H1 N1 influenza. In: PLOS COMPUTATIONAL BIOLOGY, 14 (3).

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Abstract

Genetic differences contribute to variations in the immune response mounted by different individuals to a pathogen. Such differential response can influence the spread of infectious disease, indicating why such diseases impact some populations more than others. Here, we study the impact of population-level genetic heterogeneity on the epidemic spread of different strains of H1 N1 influenza. For a population with known HLA class-I allele frequency and for a given H1 N1 viral strain, we classify individuals into sub-populations according to their level of susceptibility to infection. Our core hypothesis is that the susceptibility of a given individual to a disease such as H1 N1 influenza is inversely proportional to the number of high affinity viral epitopes the individual can present. This number can be extracted from the HLA genetic profile of the individual. We use ethnicity-specific HLA class-I allele frequency data, together with genome sequences of various H1 N1 viral strains, to obtain susceptibility sub-populations for 61 ethnicities and 81 viral strains isolated in 2009, as well as 85 strains isolated in other years. We incorporate these data into a multi-compartment SIR model to analyse the epidemic dynamics for these (ethnicity, viral strain) epidemic pairs. Our results show that HLA allele profiles which lead to a large spread in individual susceptibility values can act as a protective barrier against the spread of influenza. We predict that populations skewed such that a small number of highly susceptible individuals coexist with a large number of less susceptible ones, should exhibit smaller outbreaks than populations with the same average susceptibility but distributed more uniformly across individuals. Our model tracks some well-known qualitative trends of influenza spread worldwide, suggesting that HLA genetic diversity plays a crucial role in determining the spreading potential of different influenza viral strains across populations.

Item Type:	Journal Article
Publication:	PLOS COMPUTATIONAL BIOLOGY
Publisher:	PUBLIC LIBRARY SCIENCE, 1160 BATTERY STREET, STE 100, SAN FRANCISCO, CA 94111 USA
Additional Information:	Copy right for this article belong to PUBLIC LIBRARY SCIENCE, 1160 BATTERY STREET, STE 100, SAN FRANCISCO, CA 94111 USA
Department/Centre:	Division of Biological Sciences > Biochemistry Division of Physical & Mathematical Sciences > Mathematics
Date Deposited:	07 May 2018 19:01
Last Modified:	07 May 2018 19:01
URI:	http://eprints.iisc.ac.in/id/eprint/59772

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