Occupancy Modeling for Improved Accuracy and Understanding of Pathogen Prevalence and Dynamics

Most pathogen detection tests are imperfect, with a sensitivity < 100%, thereby resulting in the potential for a false negative, where a pathogen is present but not detected. False negatives in a sample inflate the number of non-detections, negatively biasing estimates of pathogen prevalence. Histological examination of tissues as a diagnostic test can be advantageous as multiple pathogens can be examined and providing important information on associated pathological changes to the host. However, it is usually less sensitive than molecular or microbiological tests for specific pathogens. Our study objectives were to 1) develop a hierarchical occupancy model to examine pathogen prevalence in spring Chinook salmon Oncorhynchus tshawytscha and their distribution among host tissues 2) use the model to estimate pathogen-specific test sensitivities and infection rates, and 3) illustrate the effect of using replicate within host sampling on sample sizes required to detect a pathogen. We examined histological sections of replicate tissue samples from spring Chinook salmon O. tshawytscha collected after spawning for common pathogens seen in this population: Apophallus/echinostome metacercariae, Parvicapsula minibicornis, Nanophyetus salmincola/ metacercariae, and Renibacterium salmoninarum. A hierarchical occupancy model was developed to estimate pathogen and tissue-specific test sensitivities and unbiased estimation of host- and organ-level infection rates. Model estimated sensitivities and host- and organ-level infections rates varied among pathogens and model estimated infection rate was higher than prevalence unadjusted for test sensitivity, confirming that prevalence unadjusted for test sensitivity was negatively biased. The modeling approach provided an analytical approach for using hierarchically structured pathogen detection data from lower sensitivity diagnostic tests, such as histology, to obtain unbiased pathogen prevalence estimates with associated uncertainties. Accounting for test sensitivity using within host replicate samples also required fewer individual fish to be sampled. This approach is useful for evaluating pathogen or microbe community dynamics when test sensitivity is <100%.     

In vivo crystal formation in Escherichia coli of an over-expressed soluble form of penicillin-binding protein 5

Accumulation of either native membrane-bound or soluble variants of PBP5 over-expressed in the cytoplasm was investigated by electron microscopy of ultra-thin sections. One of the soluble forms of PBP5 (PBP5s353) formed well-ordered crystals inside the cells. Cells sectioned perpendicular to their long axis showed a diamond-shaped crystal whereas cells cut parallel to their long axis contained a long, narrow crystal. In both sectioning directions an ordered ultrastructure was visible as shown by optical diffraction. Computer processing was used to enhance the crystal images. From this the unit cell parameters were calculated as a = 7.6 nm, b = 4 nm, c = 4.2 nm, gamma = 75 degrees. The calculated unit-cell volume of 120 nm3 is large enough to contain one protein molecule.     

High-frequency transformation of human repair-deficient cell lines by an Epstein-Barr virus-based cDNA expression vector.

We constructed a human cDNA expression vector by combining an episomal Epstein-Barr virus (EBV) vector with the expression cassette from the transient-expression vector, pCDM8. This new vector, designated pEBS7, exhibited high-level expression of reporter genes in normal and repair-deficient xeroderma pigmentosum cell lines. Reconstruction experiments indicated that marker genes diluted to a frequency of 10(-5) can be rescued on a single transfection dish. Moreover, derivative cell lines that constitutively express the gene encoding EBV nuclear antigen 1 exhibited a tenfold enhancement in the frequency of rescue of marker genes. The feasibility of preparing large-scale directional or nondirectional cDNA libraries in pEBS7 was demonstrated and reconstruction experiments indicated that marker genes could be rescued from either library with equal efficiency. These results establish a high-efficiency system for the isolation of genes by direct phenotypic selection in human mutant cell lines.     

l-cystathionine and its selenium analogue in Neptunia amplexicaulis

Both l-cystathionine and l-selenocystathionine have been isolated from the selenium-accumulating legume Neptunia amplexicaulis.