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Item Adjusting Mortality for Loss to Follow-Up: Analysis of Five ART Programmes in Sub-Saharan Africa(Public Library of Science, 2010-11-30) Brinkhof, Martin W. G.; Spycher, Ben D.; Yiannoutsos, Constantin; Weigel, Ralf; Wood, Robin; Messou, Eugène; Boulle, Andrew; Egger, Matthias; Sterne, Jonathan A. C.; Biostatistics, School of Public HealthEvaluation of antiretroviral treatment (ART) programmes in sub-Saharan Africa is difficult because many patients are lost to follow-up. Outcomes in these patients are generally unknown but studies tracing patients have shown mortality to be high. We adjusted programme-level mortality in the first year of antiretroviral treatment (ART) for excess mortality in patients lost to follow-up. Methods and Findings Treatment-naïve patients starting combination ART in five programmes in Côte d'Ivoire, Kenya, Malawi and South Africa were eligible. Patients whose last visit was at least nine months before the closure of the database were considered lost to follow-up. We filled missing survival times in these patients by multiple imputation, using estimates of mortality from studies that traced patients lost to follow-up. Data were analyzed using Weibull models, adjusting for age, sex, ART regimen, CD4 cell count, clinical stage and treatment programme. A total of 15,915 HIV-infected patients (median CD4 cell count 110 cells/µL, median age 35 years, 68% female) were included; 1,001 (6.3%) were known to have died and 1,285 (14.3%) were lost to follow-up in the first year of ART. Crude estimates of mortality at one year ranged from 5.7% (95% CI 4.9–6.5%) to 10.9% (9.6–12.4%) across the five programmes. Estimated mortality hazard ratios comparing patients lost to follow-up with those remaining in care ranged from 6 to 23. Adjusted estimates based on these hazard ratios ranged from 10.2% (8.9–11.6%) to 16.9% (15.0–19.1%), with relative increases in mortality ranging from 27% to 73% across programmes. Conclusions Naïve survival analysis ignoring excess mortality in patients lost to follow-up may greatly underestimate overall mortality, and bias ART programme evaluations. Adjusted mortality estimates can be obtained based on excess mortality rates in patients lost to follow-up.Item Aerobic Uptake of Cholesterol by Ergosterol Auxotrophic Strains in Candida glabrata & Random and Site-Directed Mutagenesis of ERG25 in Saccharomyces cerevisiae(2012-09-27) Whybrew, Jennafer Marie; Bard, Martin; Lees, N. Douglas; Blacklock, BrendaCandida albicans and Candida glabrata are opportunistic human pathogens that are the leading cause of fungal infections, which are increasingly becoming the leading cause of sepsis in immunosuppressed individuals. C. glabrata in particular has become a significant concern due to the increase in clinical isolates that demonstrate resistance to triazole antifungal drugs, the most prevalent treatment for such infections. Triazole drugs target the ERG11 gene product and prevent C-14 demethylation of the first sterol intermediate, lanosterol, preventing the production of the pathways end product ergosterol. Ergosterol is required by yeast for cell membrane fluidity and cell signaling. Furthermore, C. glabrata, and not C. albicans, has been reported to utilize cholesterol as a supplement for growth. Although drug resistance is known to be caused by an increase in expression of drug efflux pumps, we hypothesize a second mechanism: that the overuse of triazole drugs has lead to the increase of resistance by C. glabrata through a 2-step process: 1) the accumulation of ergosterol auxotrophic mutations and 2) mutants able to take up exogenous cholesterol anaerobically in the body acquire a second mutation allowing uptake of cholesterol aerobically. Two groups of sterol auxotrophic C. glabrata clinical isolates have been reported to take up sterol aerobically but do not produce a sterol precursor. Sterol auxotrophs have been created in C. glabrata by disrupting different essential genes (ERG1, ERG7, ERG11, ERG25, and ERG27) in the ergosterol pathway to assess which ergosterol mutants will take up sterols aerobically. Random and site-directed mutagenesis was also completed in ERG25 of Saccharmoyces cerevisiae. The ERG25 gene encodes a sterol C-4 methyloxidase essential for sterol biosynthesis in plants, animals, and yeast. This gene functions in turn with ERG26, a sterol C-3 dehydrogenase, and ERG27, a sterol C-3 keto reductase, to remove two methyl groups at the C-4 position on the sterol A ring. In S. cerevisiae, ERG25 has four putative histidine clusters, which bind non-heme iron and a C-terminal KKXX motif, which is a Golgi to ER retrieval motif. We have conducted site-directed and random mutagenesis in the S. cerevisiae wild-type strain SCY876. Site-Directed mutagenesis focused on the four histidine clusters, the KKXX C-terminal motif and other conserved amino acids among various plant, animal, and fungal species. Random mutagenesis was completed with a procedure known as gap repair and was used in an effort to find novel changes in enzyme function outside of the parameters utilized for site-directed mutagenesis. The four putative histidine clusters are expected to be essential for gene function by acting as non-heme iron binding ligands bringing in the oxygen required for the oxidation-reduction in the C-4 demethylation reaction.Item Dual Functions of the Protein MgtE in Pseudomonas aeruginosa(2012-07-03) Coffey, Barbara M.; Anderson, Gregory G.; Marrs, James A.; Randall, Stephen K.The Gram-negative bacterium Pseudomonas aeruginosa is an opportunistic pathogen which readily establishes itself in the lungs of people with cystic fibrosis (CF). Most CF patients have life-long P. aeruginosa infections. By modulating its own virulence and forming biofilms, P. aeruginosa is able to evade both host immune responses and antibiotic treatments. Previous studies have shown that the magnesium transporter MgtE plays a role in virulence modulation by inhibiting transcription of the type III secretion system, a mechanism by which bacteria inject toxins directly into the eukaryotic host cell. MgtE had already been identified as a magnesium transporter, and thus its role in regulating cytotoxicity was indicative of dual functions for this protein. This research focused on a structure-function analysis of MgtE, with the hypothesis that the magnesium transport and cytotoxicity functions could be exerted independently. Cytotoxicity assays were conducted using a co-culture model system of cystic fibrosis bronchial epithelial cells and a ∆mgtE strain of P. aeruginosa transformed with plasmids carrying wild type or mutated mgtE. Magnesium transport was assessed using the same mgtE plasmids in a Salmonella strain deficient in all magnesium transporters. Through analysis of a number of mgtE mutants, we found two constructs – a mutation in a putative magnesium binding site, and an N-terminal truncation – which demonstrated a separation of functions. We further demonstrated the uncoupling of functions by showing that different mgtE mutants vary widely in their ability to regulate cytotoxicity, whether or not they are able to transport magnesium. Overall, these results support the hypothesis of MgtE as a dual function protein and may lead to a better understanding of the mechanisms underlying P. aeruginosa virulence. By understanding virulence mechanisms, we may be able to develop treatments to reduce infections and pave the way to better health for people with cystic fibrosis.Item Targeting species specific amino acid residues: Design, synthesis and biological evaluation of 6-substituted pyrrolo[2,3-d]pyrimidines as dihydrofolate reductase inhibitors and potential anti-opportunistic infection agents(Elsevier, 2018-05-15) Shah, Khushbu; Lin, Xin; Queener, Sherry F.; Cody, Vivian; Pace, Jim; Gangjee, Aleem; Pharmacology and Toxicology, School of MedicineTo combine the potency of trimetrexate (TMQ) or piritrexim (PTX) with the species selectivity of trimethoprim (TMP), target based design was carried out with the X-ray crystal structure of human dihydrofolate reductase (hDHFR) and the homology model of Pneumocystis jirovecii DHFR (pjDHFR). Using variation of amino acids such as Met33/Phe31 (in pjDHFR/hDHFR) that affect the binding of inhibitors due to their distinct positive or negative steric effect at the active binding site of the inhibitor, we designed a series of substituted-pyrrolo[2,3-d]pyrimidines. The best analogs displayed better potency (IC50) than PTX and high selectivity for pjDHFR versus hDHFR, with 4 exhibiting a selectivity for pjDHFR of 24-fold.