Browsing by Author "Martin, Darren Patrick."

Now showing 1 - 7 of 7

Adaptive changes in HIV-1 subtype C proteins during early infection are driven by changes in HLA-associated immune pressure.
(Elsevier., 2009) Treurnicht, Florette K.; Seoighe, Cathal.; Martin, Darren Patrick.; Wood, N.; Abrahams, Melissa-Rose.; de Assis Rosa, Debra.; Bredell, Helba.; Woodman, Zenda.; Hide, Winston.; Mlisana, Koleka Patience.; Abdool Karim, Salim Safurdeen.; Gray, Clive M.; Williamson, Carolyn.
It is unresolved whether recently transmitted human immunodeficiency viruses (HIV) have genetic features that specifically favour their transmissibility. To identify potential “transmission signatures”, we compared 20 full-length HIV-1 subtype C genomes from primary infections, with 66 sampled from ethnically and geographically matched individuals with chronic infections. Controlling for recombination and phylogenetic relatedness, we identified 39 sites at which amino acid frequency spectra differed significantly between groups. These sites were predominantly located within Env, Pol and Gag (14/39, 9/39 and 6/39 respectively) and were significantly clustered (33/39) within known immunoreactive peptides. Within 6 months of infection, we detected reversion-to-consensus mutations at 14 sites and potential CTL escape mutations at seven. Here we provide evidence that frequent reversion mutations probably allows the virus to recover replicative fitness which, together with immune escape driven by the HLA alleles of the new hosts, differentiate sequences from chronic infections from those sampled shortly after transmission.
Conserved positive selection signals in HIV-1 gp41 across multiple subtypes and difference in selection signals detectable in gp41 sequences sampled during acute and chronic HIV-1 subtype C infection.
(BioMed Central., 2008) Martin, Darren Patrick.; Treurnicht, Florette K.; Mlisana, Koleka Patience.; Abdool Karim, Salim Safurdeen.; Williamson, Carolyn.; Gama, Bandawe P.
Background. The high diversity of HIV variants driving the global AIDS epidemic has caused many to doubt whether an effective vaccine against the virus is possible. However, by identifying the selective forces that are driving the ongoing diversification of HIV and characterising their genetic consequences, it may be possible to design vaccines that pre-empt some of the virus’ more common evasion tactics. One component of such vaccines might be the envelope protein, gp41. Besides being targeted by both the humoral and cellular arms of the immune system this protein mediates fusion between viral and target cell membranes and is likely to be a primary determinant of HIV transmissibility. Results. Using recombination aware analysis tools we compared site specific signals of selection in gp41 sequences from different HIV-1 M subtypes and circulating recombinant forms and identified twelve sites evolving under positive selection across multiple major HIV-1 lineages. To identify evidence of selection operating during transmission our analysis included two matched datasets sampled from patients with acute or chronic subtype C infections. We identified six gp41 sites apparently evolving under different selection pressures during acute and chronic HIV-1 infections. These sites mostly fell within functional gp41 domains, with one site located within the epitope recognised by the broadly neutralizing antibody, 4E10. Conclusions. Whereas these six sites are potentially determinants of fitness and are therefore good candidate targets for subtype-C specific vaccines, the twelve sites evolving under diversifying selection across multiple subtypes might make good candidate targets for broadly protective vaccines.
Intersubtype differences in the effect of a rare p24 Gag mutation on HIV-1 replicative fitness.
(American Society for Microbiology., 2012) Chopera, Denis Rutendo.; Cotton, Laura A.; Zawaira, Alexander.; Mann, Jaclyn Kelly.; Ngandu, Nobubelo K.; Ntale, Roman.; Carlson, Jonathan M.; Mlisana, Koleka Patience.; Woodman, Zenda.; de Assis Rosa, Debra.; Martin, Eric.; Miura, Toshiyuki.; Pereyra, Florencia.; Walker, Bruce D.; Gray, Clive M.; Martin, Darren Patrick.; Ndung'u, Peter Thumbi.; Brockman, Mark A.; Abdool Karim, Salim Safurdeen.; Brumme, Zabrina L.; Williamson, Carolyn.
Certain immune-driven mutations in HIV-1, such as those arising in p24Gag, decrease viral replicative capacity. However, the intersubtype differences in the replicative consequences of such mutations have not been explored. In HIV-1 subtype B, the p24Gag M250I mutation is a rare variant (0.6%) that is enriched among elite controllers (7.2%) (P 0.0005) and appears to be a rare escape variant selected by HLA-B58 supertype alleles (P<0.01). In contrast, in subtype C, it is a relatively common minor polymorphic variant (10 to 15%) whose appearance is not associated with a particular HLA allele. Using site-directed mutant viruses, we demonstrate that M250I reduces in vitro viral replicative capacity in both subtype B and subtype C sequences. However, whereas in subtype C downstream compensatory mutations at p24Gag codons 252 and 260 reduce the adverse effects of M250I, fitness costs in subtype B appear difficult to restore. Indeed, patient-derived subtype B sequences harboring M250I exhibited in vitro replicative defects, while those from subtype C did not. The structural implications of M250I were predicted by protein modeling to be greater in subtype B versus C, providing a potential explanation for its lower frequency and enhanced replicative defects in subtype B. In addition to accounting for genetic differences between HIV-1 subtypes, the design of cytotoxic-T-lymphocyte-based vaccines may need to account for differential effects of host-driven viral evolution on viral fitness.
Isolation of an acetochlor detoxifying bacterium and cloning of an associated gene.
(1995) Martin, Darren Patrick.; Cress, William A.
A Pseudomonas strain, AI08, which was capable of detoxifying the herbicide acetochlor (2- chloro-N-ethoxymethyl-6'-ethylacet-o-toluide) was isolated from soils. The microbe was isolated using a combination of batch culture enrichment techniques, phenotypic agar plate based assays and a qualitative bioassay for detecting acetochlor detoxification. With the aid of a bioassay developed specifically for the quantification of acetochlor concentrations, it was determined that over a 21 day period Al 08 was capable of detoxifying 20 % of the acetochlor present in a medium containing no other organic carbon and 53 % of the herbicide in a medium containing glucose and yeast extract at concentrations of 0.02 g.l-l and 0.005 g.l-l respectively. A fragment of A108 DNA was cloned in Escherichia coli which produced recombinant cells with both elevated acetochlor resistance and the ability to detoxify 15 % of the acetochlor present in a minimal nutrient medium (containing 0.02 g.l-l glucose and 0.005 g.l-l yeast extract) over a 21 day period. Partial sequencing of the cloned A108 DNA revealed that it encoded an amino acid sequence with significant homology with the dihydrolipoyltransacetylase component of the pyruvate dehydrogenase complexes of Azotobacter vinlandii, E. coli and Alcaligenes eutrophus. Theories are proposed as to the possible biochemical mechanisms whereby expression of the dihydrolipoyltransacetylase gene of Al 08 in recombinant E. coli cells may function in the detoxification of acetochlor.
Robust inference of positive selection from recombining coding sequences.
(Oxford University Press., 2006) Scheffler, Konrad.; Martin, Darren Patrick.; Seoighe, Cathal.
Motivation: Accurate detection of positive Darwinian selection can provide important insights to researchers investigating the evolution of pathogens. However, many pathogens (particularly viruses) undergo frequent recombination and the phylogenetic methods commonly applied to detect positive selection have been shown to give misleading results when applied to recombining sequences. We propose a method that makes maximum likelihood inference of positive selection robust to the presence of recombination. This is achieved by allowing tree topologies and branch lengths to change across detected recombination breakpoints. Further improvements are obtained by allowing synonymous substitution rates to vary across sites. Results: Using simulation we show that, even for extreme cases where recombination causes standard methods to reach false positive rates >90%, the proposed method decreases the false positive rate to acceptable levels while retaining high power. We applied the method to two HIV-1 datasets for which we have previously found that inference of positive selection is invalid owing to high rates of recombination. In one of these (env gene) we still detected positive selection using the proposed method, while in the other (gag gene) we found no significant evidence of positive selection. Availability: A HyPhy batch language implementation of the proposed methods and the HIV-1 datasets analysed are available at http://www.cbio.uct.ac.za/pub_support/bioinf06. The HyPhy package is available at http://www.hyphy.org,and it is planned that the proposed methods will be included in the next distribution. RDP2 is available at http://darwin.uvigo.es/rdp/rdp.html.
Transmission of HIV-1 CTL escape variants provides HLA - mismatched recipients with a survival advantage.
(Plos., 2007) Chopera, Denis Rutendo.; Woodman, Zenda.; Mlisana, Koleka Patience.; Mlotshwa, Mandla.; Martin, Darren Patrick.; Seoighe, Cathal.; Treurnicht, Florette K.; de Assis Rosa, Debra.; Hide, Winston.; Abdool Karim, Salim Safurdeen.; Gray, Clive M.; Williamson, Carolyn.
One of the most important genetic factors known to affect the rate of disease progression in HIV-infected individuals is the genotype at the Class I Human Leukocyte Antigen (HLA) locus, which determines the HIV peptides targeted by cytotoxic T-lymphocytes (CTLs). Individuals with HLA-B*57 or B*5801 alleles, for example, target functionally important parts of the Gag protein. Mutants that escape these CTL responses may have lower fitness than the wild-type and can be associated with slower disease progression. Transmission of the escape variant to individuals without these HLA alleles is associated with rapid reversion to wild-type. However, the question of whether infection with an escape mutant offers an advantage to newly infected hosts has not been addressed. Here we investigate the relationship between the genotypes of transmitted viruses and prognostic markers of disease progression and show that infection with HLA-B*57/B*5801 escape mutants is associated with lower viral load and higher CD4+ counts.
Virological and Immunological Factors Associated with HIV-1 Differential Disease Progression in HLA-B*58:01-Positive Individuals.
(American Society for Microbiology., 2010) Chopera, Denis Rutendo.; Mlotshwa, Mandla.; Woodman, Zenda.; Mlisana, Koleka Patience.; de Assis Rosa, Debra.; Martin, Darren Patrick.; Abdool Karim, Salim Safurdeen.; Gray, Clive M.; Williamson, Carolyn.
Molecular epidemiology studies have identified HLA-B*58:01 as a protective HIV allele. However, not all B*58:01-expressing persons exhibit slow HIV disease progression. We followed six HLA-B*58:01-positive, HIV subtype C-infected individuals for up to 31 months from the onset of infection and observed substantial variability in their clinical progression despite comparable total breadths of T cell responses. We therefore investigated additional immunological and virological factors that could explain their different disease trajectories. Cytotoxic T-lymphocyte (CTL) responses during acute infection predominantly targeted the TW10 and KF9 epitopes in p24Gag and Nef, respectively. Failure to target the TW10 epitope in one B*58:01-positive individual was associated with low CD4 counts and rapid disease progression. Among those targeting TW10, escape mutations arose within 2 to 15 weeks of infection. Rapid escape was associated with preexisting compensatory mutations in the transmitted viruses, which were present at a high frequency (69%) in the study population. At 1 year post infection, B*58:01-positive individuals who targeted and developed escape mutations in the TW10 epitope (n=5) retained significantly higher CD4 counts (P=0.04), but not lower viral loads, than non-B*58:01-positive individuals (n=17). The high population-level frequency of these compensatory mutations may be limiting the protective effect of the B*58:01 allele.