Evaluation of two methods for computational HLA haplotypes inference using a real dataset

<p>Abstract</p> <p>Background</p> <p>HLA haplotype analysis has been used in population genetics and in the investigation of disease-susceptibility locus, due to its high polymorphism. Several methods for inferring haplotype genotypic data have been proposed, but it is unclear how accurate each of the methods is or which method is superior. The accuracy of two of the leading methods of computational haplotype inference – Expectation-Maximization algorithm based (implemented in Arlequin V3.0) and Bayesian algorithm based (implemented in PHASE V2.1.1) – was compared using a set of 122 HLA haplotypes (A-B-Cw-DQB1-DRB1) determined through direct counting. The accuracy was measured with the Mean Squared Error (<it>MSE</it>), Similarity Index (<it>I</it>_<it>F</it>) and Haplotype Identification Index (<it>I</it>_<it>H</it>).</p> <p>Results</p> <p>None of the methods inferred all of the known haplotypes and some differences were observed in the accuracy of the two methods in terms of both haplotype determination and haplotype frequencies estimation. Working with haplotypes composed by low polymorphic sites, present in more than one individual, increased the confidence in the assignment of haplotypes and in the estimation of the haplotype frequencies generated by both programs.</p> <p>Conclusion</p> <p>The PHASE v2.1.1 implemented method had the best overall performance both in haplotype construction and frequency calculation, although the differences between the two methods were insubstantial. To our knowledge this was the first work aiming to test statistical methods using real haplotypic data from the HLA region.</p

Variabilidade genética de cajuzinho-do-cerrado (Anacardium humile St. Hill.) por meio de marcadores rapd

Nativo do Cerrado brasileiro e com alta variabilidade morfológica, o cajuzinho-do-cerrado (Anacardium humile St. Hill.) apresenta frutos de grande aceitação pelas populações locais, os quais atraem por suas características peculiares, como tamanho, sabor único e potencial para uso sustentável por produtores e pela indústria. A produção de sementes limitada, acarretada pela baixa polinização e pela alta predação por animais e insetos, dificulta a propagação da espécie. O conhecimento da variabilidade genética do cajuzinho-do-cerrado é importante para maximizar o uso de seus recursos genéticos para futuros programas de melhoramento e de conservação da espécie. No presente trabalho, a variabilidade genética de 122 acessos de A. humile procedentes de 11 municípios (procedências) do Cerrado de Goiás e Mato Grosso, foi estimada por meio de marcadores RAPD. As similaridades genéticas foram estimadas a partir da matriz binária, tendo sido processadas análises de agrupamento e de dispersão gráfica a partir da matriz de distâncias. Os iniciadores com maior expressão foram OPA11 e 08. Os dez iniciadores utilizados geraram 157 bandas, sendo 156 polimórficas (99 %), com média de 15,6 bandas/ iniciadores. Grande variabilidade dentro de municípios foi detectada, sendo o polimorfismo superior a 90 %, exceto da procedência de Jataí-GO. A distância entre acessos variou de 0,138 a 0,561, com média de 0,370, sendo os menores valores registrados entre os acessos de Mineiros-GO, e Serranópolis-GO. Os acessos de Caiapônia-GO, e Santo Antônio do Descoberto-GO, foram os mais distantes geneticamente. A dissimilaridade total entre acessos variou de 0,103 a 0,796, com médias de 0,390. Os acessos 87 e 114 de Serranópolis-GO, e Santo Antônio do Descoberto-GO, respectivamente, foram os mais distantes geneticamente, demonstrando a importância dessas procedências no enriquecendo do banco de germoplasma da espécie

A transient increase in total head phosphotyrosine levels is observed upon the emergence of Aedes aegypti from the pupal stage

Phosphorylation and dephosphorylation of protein tyrosine residues constitutes a major biochemical regulatory mechanism for the cell. We report a transient increase in the total tyrosine phosphorylation of the Aedes aegypti head during the first days after emergence from the pupal stage. This correlates with an initial reduction in total head protein tyrosine phosphatase (PTP) activity. Similarly, phosphotyrosine (pTyr)-containing bands are seen in extracts prepared from both male and female heads and are spread among a variety of structures including the antennae, proboscis and the maxillary palps combined with the proboscis. Also, mosquitoes treated with sodium orthovanadate, a classical PTP inhibitor, show reduced blood-feeding activity and higher head tyrosine phosphorylation levels. These results suggest that pTyr-mediated signalling pathways may play a role in the initial days following the emergence of the adult mosquito from the pupal stage

Effects of hospital facilities on patient outcomes after cancer surgery: an international, prospective, observational study

© 2022 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY 4.0 licenseBackground: Early death after cancer surgery is higher in low-income and middle-income countries (LMICs) compared with in high-income countries, yet the impact of facility characteristics on early postoperative outcomes is unknown. The aim of this study was to examine the association between hospital infrastructure, resource availability, and processes on early outcomes after cancer surgery worldwide. Methods: A multimethods analysis was performed as part of the GlobalSurg 3 study—a multicentre, international, prospective cohort study of patients who had surgery for breast, colorectal, or gastric cancer. The primary outcomes were 30-day mortality and 30-day major complication rates. Potentially beneficial hospital facilities were identified by variable selection to select those associated with 30-day mortality. Adjusted outcomes were determined using generalised estimating equations to account for patient characteristics and country-income group, with population stratification by hospital. Findings: Between April 1, 2018, and April 23, 2019, facility-level data were collected for 9685 patients across 238 hospitals in 66 countries (91 hospitals in 20 high-income countries; 57 hospitals in 19 upper-middle-income countries; and 90 hospitals in 27 low-income to lower-middle-income countries). The availability of five hospital facilities was inversely associated with mortality: ultrasound, CT scanner, critical care unit, opioid analgesia, and oncologist. After adjustment for case-mix and country income group, hospitals with three or fewer of these facilities (62 hospitals, 1294 patients) had higher mortality compared with those with four or five (adjusted odds ratio [OR] 3·85 [95% CI 2·58–5·75]; p<0·0001), with excess mortality predominantly explained by a limited capacity to rescue following the development of major complications (63·0% vs 82·7%; OR 0·35 [0·23–0·53]; p<0·0001). Across LMICs, improvements in hospital facilities would prevent one to three deaths for every 100 patients undergoing surgery for cancer. Interpretation: Hospitals with higher levels of infrastructure and resources have better outcomes after cancer surgery, independent of country income. Without urgent strengthening of hospital infrastructure and resources, the reductions in cancer-associated mortality associated with improved access will not be realised. Funding: National Institute for Health and Care Research