The adverse impact of ignoring multicollinearity on findings and data interpretation in regression analysis is very well documented in the statistical literature. The failure to identify and report multicollinearity could result in misleading interpretations of the results. A review of epidemiological literature in PubMed from January 2004 to December 2013, illustrated the need for a greater attention to identifying and minimizing the effect of multicollinearity in analysis of data from epidemiologic studies. We used simulated datasets and real life data from the Cameron County Hispanic Cohort to demonstrate the adverse effects of multicollinearity in the regression analysis and encourage researchers to consider the diagnostic for multicollinearity as one of the steps in regression analysis.
Data availabilitySummary statistics generated by COVID-19 Host Genetics Initiative are available online (https://www.covid19hg.org/results/r6/). The analyses described here use the freeze 6 data. The COVID-19 Host Genetics Initiative continues to regularly release new data freezes. Summary statistics for samples from individuals of non-European ancestry are not currently available owing to the small individual sample sizes of these groups, but the results for 23 loci lead variants are reported in Supplementary Table 3. Individual-level data can be requested directly from the authors of the contributing studies, listed in Supplementary Table 1.
Melioidosis, the clinical manifestation of infection with Pseudomonas pseudomallei, has occurred infrequently in American citizens; almost all reported cases have been in Vietnam veterans, usually associated with respiratory disease. A Vietnam veteran from Mississippi developed chronic prostatitis, with no other clinical manifestations, during service in Vietnam, and P. pseudomallei was isolated from prostatic secretions 2 years after his return to the United States. The patient had had sexual contact with four women including his wife since his return from Vietnam. Vaginal and cervical cultures and serum samples were obtained from the four women, and serum samples and cultures of semen were obtained from the patient. Vaginal swabs and semen cultures were negative for P. pseudomallei. The patient and his wife had hemagglutination titers (greater than 640) diagnostic of P. pseudominallei infection. This occurrence of venereal transmission is the first report of person-to-person spread of P. pseudomallei infection.
Cardioprotection by anesthetic preconditioning (APC) can be abolished by nitric oxide (NO*) synthase inhibitors or by reactive oxygen species (ROS) scavengers. We previously reported attenuated mitochondrial electron transport (ET) and increased ROS generation during preconditioning sevoflurane exposure as part of the triggering mechanism of APC. We hypothesized that NO* and other ROS mediate anesthetic-induced ET attenuation. Cardiac function and reduced nicotinamide adenine dinucleotide (NADH) fluorescence, an index of mitochondrial ET, were measured online in 68 Langendorff-prepared guinea pig hearts. Hearts underwent 30 min of global ischemia and 120 min of reperfusion. Before ischemia, hearts were temporarily perfused with superoxide dismutase, catalase, and glutathione to scavenge ROS or N(G)-nitro-L-arginine-methyl-ester (L-NAME) to inhibit NO* synthase in the presence or absence of 1.3 mM sevoflurane (APC). APC temporarily increased NADH before ischemia, i.e., it attenuated mitochondrial ET. Both this NADH increase and the cardioprotection by APC on reperfusion were prevented by superoxide dismutase, catalase, and glutathione and by N(G)-nitro-L-arginine-methyl-ester. Thus, ROS and NO*, or reaction products including peroxynitrite, mediate sevoflurane-induced ET attenuation. This may lead to a positive feedback mechanism with augmented ROS generation to trigger APC secondary to altered mitochondrial function.
Objective Adiponectin and leptin play critical roles in the development of Metabolic Syndrome (MetS). The study was designed to assess circulating levels of adiponectin and leptin in early diagnosis of Metabolic Syndrome (MetS). Methods This cross-sectional study was performed on 367 participants randomly selected from a well-characterized cohort of Mexican-Americans living at the US-Mexico border. Results Significant differences in circulating levels of adiponectin and leptin were observed between males and females. The adiponectin/leptin ratio significantly correlated with MetS in this population. A receiver-operator characteristic (ROC) analysis demonstrated that adiponectin/leptin ratio is a valuable biomarker for the diagnosis of MetS Conclusion Our study supported the central role of adiponectin and leptin in MetS, and demonstrated that adiponectin/leptin ratio can be used as a highly sensitive and specific biomarker for MetS.
We attempted to protect three rhesus monkeys from Lassa fever by vaccination with a preparation of purified whole Lassa virus which had been inactivated by gamma irradiation. The vaccinated monkeys developed antibodies against the three major viral proteins of Lassa virus demonstrated by radioimmunoprecipitation. When the three vaccinated monkeys and two unvaccinated control monkeys were challenged all five became severely ill and died. Prior to death a secondary, high-titer antibody response to Lassa virus was observed in the three vaccinated monkeys, whereas the two unvaccinated monkeys developed a primary, low-titer antibody response. Though titers of Lassa virus in serum reached peak levels earlier following challenge in the non vaccinated, at the time of death serum and organ virus titers did not differ significantly. Changes in platelet aggregation, leukocyte counts, and liver enzymes, abnormalities of which have been associated with severity of Lassa fever, were found to be comparable in the two groups. The humoral antibody response measured in these animals following vaccination, although of the same magnitude as found in humans recovered from Lassa fever, was insufficient to protect the animals from this fatal disease. Evidence is now accumulating that the cell-mediated immune response must be activated in order to protect against challenge with arenaviruses.
Background and Aims: Hispanics are disproportionately affected by NAFLD, liver fibrosis, cirrhosis, and HCC. Preventive strategies and noninvasive means to identify those in this population at high risk for liver fibrosis, are urgently needed. We aimed to characterize the gut microbiome signatures and related biological functions associated with liver fibrosis in Hispanics and identify environmental and genetic factors affecting them. Approach and Results: Subjects of the population-based Cameron County Hispanic Cohort (CCHC; n = 217) were screened by vibration-controlled transient elastography (FibroScan). Among them, 144 (66.7%) had steatosis and 28 (13.0%) had liver fibrosis. The gut microbiome of subjects with liver fibrosis was enriched with immunogenic commensals (e.g., Prevotella copri, Holdemanella, Clostridiaceae 1) and depleted of Bacteroides caccae, Parabacteroides distasonis, Enterobacter, and Marinifilaceae. The liver fibrosis-associated metagenome was characterized by changes in the urea cycle, L-citrulline biosynthesis and creatinine degradation pathways, and altered synthesis of B vitamins and lipoic acid. These metagenomic changes strongly correlated with the depletion of Parabacteroides distasonis and enrichment of Prevotella and Holdemanella. Liver fibrosis was also associated
Purpose: is study examined genetic associations of patatin-like phospholipase domain containing 3 gene(PNPLA3) polymorphisms and liver aminotransferases in an extensively documented, randomly recruited Mexican American population at high risk of liver disease.Methods: Two single nucleotide polymorphisms (SNP) in the PNPLA3 gene (i.e., rs738409 and rs2281135)were genotyped in 1532 individuals. Population strati cation was corrected by the genotyping of 103 ancestry informative markers (AIMs) for Mexican Americans.Results: Both PNPLA3 SNPs showed highly signi cant association with alanine aminotransferase (ALT) levels, but was also, in males, associated with aspartate aminotransferase (AST) levels. Haplotypic association test of the two SNPs suggested stronger genetic association with rs738409 than rs2281135. Obvious sex e ects were observed: rs738409-sex interaction in ALT levels P=8.37x10 -4 ; rs738409-sex interaction in AST levels P=5.03x10 -3 . Conclusions:is population study highlights a sex-speci c association of PNPLA3 polymorphisms and elevated liver enzymes in a population-based study, independent of common pathological factors of the metabolic syndrome. e strong genetic association found in women≤50 years old, but not in women>50 years old, suggests that sex hormones may mediate the sex e ect.
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