Identification of glycoproteins associated with HIV latently infected cells using quantitative glycoproteomics.

HIV infection is not curable due to viral latency. Compelling reports suggest that there is a distinct profile of surface proteins that can be used for targeting latently infected cells. We have recently reported that glycoproteins were differentially secreted from HIV latently infected ACH-2 cells compared to the parental A3.01 cells. This finding suggests that glyco-phenotype might be different in these two cell lines. To determine the difference, the ACH-2 and A3.01 cell lines were subjected to a glycoproteomic analysis. A total number of 940 unique N-linked glycosite-containing peptides from 515 glycoproteins were identified. Among the glycoproteins, 365 and 104 were annotated as cell surface and membrane-associated proteins, respectively. Quantitative LC-MS/MS analysis revealed a change of 236 glycosite-containing peptides from 172 glycoproteins between the two cell lines without reactivation. Bioinformatic analysis suggests that cell adhesion, immune response, glycoprotein metabolic process, cell motion, and cell activation were associated with the changed proteins. After reactivation of latency, changes in glycosite-containing peptides were observed in both cell lines. The changed proteins suggest that cell migration, response to wounding and immune response might be impaired in reactivated latently infected cells. Glycoproteomics merits future application using primary cells to discover reveal mechanisms in HIV pathogenesis.

Improving laboratory data entry quality using Six Sigma.

PURPOSE: The Uganda Makerere University provides clinical laboratory support to over 70 clients in Uganda. With increased volume, manual data entry errors have steadily increased, prompting laboratory managers to employ the Six Sigma method to evaluate and reduce their problems. The purpose of this paper is to describe how laboratory data entry quality was improved by using Six Sigma. DESIGN/METHODOLOGY/APPROACH: The Six Sigma Quality Improvement (QI) project team followed a sequence of steps, starting with defining project goals, measuring data entry errors to assess current performance, analyzing data and determining data-entry error root causes. Finally the team implemented changes and control measures to address the root causes and to maintain improvements. Establishing the Six Sigma project required considerable resources and maintaining the gains requires additional personnel time and dedicated resources. FINDINGS: After initiating the Six Sigma project, there was a 60.5 percent reduction in data entry errors from 423 errors a month (i.e. 4.34 Six Sigma) in the first month, down to an average 166 errors/month (i.e. 4.65 Six Sigma) over 12 months. The team estimated the average cost of identifying and fixing a data entry error to be $16.25 per error. Thus, reducing errors by an average of 257 errors per month over one year has saved the laboratory an estimated $50,115 a year. PRACTICAL IMPLICATIONS: The Six Sigma QI project provides a replicable framework for Ugandan laboratory staff and other resource-limited organizations to promote quality environment. Laboratory staff can deliver excellent care at a lower cost, by applying QI principles. ORIGINALITY/VALUE: This innovative QI method of reducing data entry errors in medical laboratories may improve the clinical workflow processes and make cost savings across the health care continuum.

Antiretroviral drug resistance, HIV-1 tropism, and HIV-1 subtype among men who have sex with men with recent HIV-1 infection.

OBJECTIVE: Antiretroviral drug treatment may be complicated in individuals infected with antiretroviral drug-resistant or non-subtype B HIV-1 strains. HIV-1 tropism may also affect disease progression. We analyzed antiretroviral drug resistance, HIV-1 subtype, and HIV-1 tropism among 195 men who have sex with men from six major cities in the United States, using samples collected within 6 months of HIV-1 seroconversion (1999-2003). METHODS: HIV-1 genotyping was performed using the ViroSeq HIV-1 Genotyping System. HIV-1 tropism was determined using a commercial assay. HIV-1 subtyping was performed by phylogenetic analysis of pol region sequences. RESULTS: Thirty-one (15.9%) of the men had evidence of antiretroviral drug resistance. Seven (3.6%) men had multi-class resistance, including three (1.5%) with resistance to all three antiretroviral drug classes. We found no statistically significant association of antiretroviral drug resistance with demographic factors, sexual practices, self-reported sexually transmitted infections, use of recreational drugs, or use of antiretroviral drug post-exposure prophylaxis. All samples were HIV-1 subtype B. Four men had CXCR4-using HIV-1 strains. One man with a CXCR4-using strain also had antiretroviral drug resistance. CONCLUSIONS: Antiretroviral drug resistance is relatively common among recently infected men who have sex with men in the United States. CXCR4-using strains were detected in a small number of these infections, which were all subtype B HIV-1.

Intermittent HIV-1 viremia (Blips) and drug resistance in patients receiving HAART.

CONTEXT: Many patients infected with human immunodeficiency virus type 1 (HIV-1) and receiving highly active antiretroviral therapy experience intermittent episodes of detectable viremia ("blips"), which may raise concerns about drug resistance, lead to costly repeat measurements of viral RNA, and sometimes trigger alterations in therapy. OBJECTIVE: To test the hypothesis that blips represent random biological and statistical variation around mean steady-state HIV-1 RNA levels slightly below 50 copies/mL rather than biologically significant elevations in viremia. DESIGN, SETTING, AND PATIENTS: Between June 19, 2003, and February 9, 2004, patients receiving therapy underwent intensive sampling (every 2-3 days) over 3 to 4 months to define the frequency, magnitude, and duration of blips and their association with drug levels and other clinical variables. Blips were defined as HIV-1 RNA measurements greater than or equal to 50 copies/mL preceded and followed by measurements less than 50 copies/mL without a change in treatment. To determine whether blips result from or lead to drug resistance, an ultrasensitive genotyping assay was used to detect drug resistance mutations before, during, and after blips. Patients were 10 HIV-1-infected asymptomatic adults recruited by clinicians and followed up in the Moore Clinic at the Johns Hopkins Hospital. Patients had suppression of viremia to below 50 copies/mL while receiving a stable antiretroviral regimen for 6 months or longer. MAIN OUTCOME MEASURES: At each time point, plasma HIV-1 RNA levels were measured in 2 independent laboratories and drug resistance mutations were analyzed by clonal sequencing. RESULTS: With the intensive sampling, blips were detected in 9 of 10 patients. Statistical analysis was consistent with random assay variation around a mean viral load below 50 copies/mL. Blips were not concordant on independent testing and had a short duration (median, <3 days) and low magnitude (median, 79 copies/mL). Blip frequency was not associated with demographic, clinical, or treatment variables. Blips did not occur in relation to illness, vaccination, or directly measured antiretroviral drug concentrations. Blips were marginally associated (P = .08) with reported episodes of nonadherence. Most importantly, in approximately 1000 independent clones sequenced for both protease and reverse transcriptase, no new resistance mutations were seen before, during, or shortly after blips. CONCLUSION: Most blips in this population appear to represent random biological and statistical variation around mean HIV-1 levels below 50 copies/mL rather than clinically significant elevations in viremia.

Psychological distress and physical pain appear to have no short-term adverse impact on plasma HIV-1 RNA levels in patients on successful HAART.

PURPOSE: Previous studies have linked depression and stressful life events in HIV disease with a more rapid decline in CD4 count and progression to AIDS. However, the short-term effect of psychological and physical distress on HIV-1 RNA levels in patients on successful HAART has not been well studied. METHOD: Ten asymptomatic HIV-infected adults with suppression of viremia to <50 copies/mL on a stable HAART regimen for > or =6 months were studied. Participants donated blood every 2-3 days over a 3-4 month period for duplicate independent viral load measurements and drug level monitoring. At each time point, psychological distress was measured using the Mental Health Inventory-5 (MHI-5) and an 11-point numeric rating scale for emotional stress. Physical pain was assessed using an 11-point numeric rating scale. RESULTS: All patients maintained successful viral suppression throughout the study. Twenty-six of 713 (3.6%) viral load measurements were >50 copies/mL. Psychological distress and physical pain were not associated with episodes of detectable viremia. CONCLUSION: Using frequent monitoring of HIV-1 RNA levels and patient ratings of mood, stress, and pain, we found that psychological distress and physical pain had no short-term adverse impact on HIV-1 RNA levels in highly adherent patients with stable suppression of viremia on HAART.