OBJECTIVE -Numerous studies in the U.S. and elsewhere have reported an increased risk of gestational diabetes mellitus (GDM) among women who are overweight or obese compared with lean or normal-weight women. Despite the number and overall consistency of studies reporting a higher risk of GDM with increasing weight or BMI, the magnitude of the association remains uncertain. This meta-analysis was conducted to better estimate this risk and to explore differences across studies. We used a Bayesian model to perform the meta-analysis and meta-regression. We included cohort-designed studies that reported obesity measures reflecting pregnancy body mass, that had a normal-weight comparison group, and that presented data allowing a quantitative measurement of risk. RESEARCH DESIGN AND METHODSRESULTS -Twenty studies were included in the meta-analysis. The unadjusted ORs of developing GDM were 2.14 (95% CI 1.82-2.53), 3.56 (3.05-4.21), and 8.56 (5.07-16.04) among overweight, obese, and severely obese compared with normal-weight pregnant women, respectively. The meta-regression analysis found no evidence that these estimates were affected by selected study characteristics (publication date, study location, parity, type of data collection [retrospective vs. prospective], and prevalence of GDM among normal-weight women).CONCLUSIONS -Our findings indicate that high maternal weight is associated with a substantially higher risk of GDM.

Despite numerous studies reporting an increased risk of cesarean delivery among overweight or obese compared with normal weight women, the magnitude of the association remains uncertain. Therefore, we conducted a meta-analysis of the current literature to provide a quantitative estimate of this association. We identified studies from three sources: (i) a PubMed search of relevant articles published between January 1980 and September 2005; (ii) reference lists of publications selected from the search; and (iii) reference lists of review articles published between 2000 and 2005. We included cohort designed studies that reported obesity measures reflecting pregnancy body mass, had a normal weight comparison group, and presented data allowing a quantitative measurement of risk. We used a Bayesian random effects model to perform the meta-analysis and meta-regression. Thirty-three studies were included. The unadjusted odd ratios of a cesarean delivery were 1.46 [95% confidence interval (CI): 1.34-1.60], 2.05 (95% CI: 1.86-2.27) and 2.89 (95% CI: 2.28-3.79) among overweight, obese and severely obese women, respectively, compared with normal weight pregnant women. The meta-regression found no evidence that these estimates were affected by selected study characteristics. Our findings provide a quantitative estimate of the risk of cesarean delivery associated with high maternal body mass.

Unvaccinated children have characteristics that are distinctly different from those of undervaccinated children. Unvaccinated children are clustered geographically, increasing the risk of transmitting vaccine-preventable diseases to both unvaccinated and undervaccinated children.

To study the incidence of, the factors associated with, and the effect on survival of anemia in human immunodeficiency virus (HIV)-infected persons, we analyzed data from the longitudinal medical record reviews of 32,867 HIV-infected persons who received medical care from January 1990 through August 1996 in clinics, hospitals, and private medical practices in nine United States cities. We calculated the 1-year incidence of anemia (a hemoglobin level of <10 g/dL or a physician diagnosis of anemia); the adjusted odds ratios showing excess risk of anemia associated with demographic factors, prescribed therapies, and concurrent diseases; the risk of death for patients who developed anemia compared with risk for patients who did not develop anemia; and, of patients who did develop anemia, the risk of death for those who did not recover from anemia compared with the risk for those who did recover. The 1-year incidence of anemia was 36.9% for persons with one or more acquired immunodeficiency syndrome (AIDS)-defining opportunistic illnesses (clinical AIDS), 12.1% for patients with a CD4 count of less than 200 cells/μm or CD4 percentage of <14 but not clinical AIDS (immunologic AIDS), and 3.2% for persons without clinical or immunologic AIDS. Of anemia diagnoses, 22% were identified by physicians as drug related. Incidence of anemia was associated with clinical AIDS, immunologic AIDS, neutropenia, thrombocytopenia, bacterial septicemia, black race, female sex, prescription of zidovudine, fluconazole, and ganciclovir, and lack of prescription of trimethoprim-sulfamethoxazole. The increased risk of death associated with anemia differed by first CD4 count: for patients with a CD4 count of ≥200 cells/μL at the beginning of the survival analysis, the risk of death was 148% (99% confidence interval [CI], 114 to 188) greater for those who developed anemia; for patients whose first CD4 count was <200 cells/μL, the risk of death was 56% (99% CI, 43 to 71) greater for those in whom anemia developed. For persons in whom anemia developed, the risk of death was 170% (99% CI, 132 to 203) greater for persons who did not recover from anemia compared with those who did recover. Anemia is a frequent complication of HIV infection, and its incidence is associated with progression of HIV disease, prescription of certain chemotherapeutics, black race, and female sex. Anemia, particularly anemia that does not resolve, is associated with shorter survival of HIV-infected patients.