A feasibility study for long-path multiple detection using a neural network

Least-squares inverse filters have found widespread use in the deconvolution of seismograms and the removal of multiples. The use of least-squares prediction filters with prediction distances greater than unity leads to the method of predictive deconvolution which can be used for the removal of long path multiples. The predictive technique allows one to control the length of the desired output wavelet by control of the predictive distance, and hence to specify the desired degree of resolution. Events which are periodic within given repetition ranges can be attenuated selectively. The method is thus effective in the suppression of rather complex reverberation patterns. A back propagation(BP) neural network is constructed to perform the detection of first arrivals of the multiples and therefore aid in the more accurate determination of the predictive distance of the multiples. The neural detector is applied to synthetic reflection coefficients and synthetic seismic traces. The processing results show that the neural detector is accurate and should lead to an automated fast method for determining predictive distances across vast amounts of data such as seismic field records. The neural network system used in this study was the NASA Software Technology Branch's NETS system

Molecular Ecology and Natural History of Simian Foamy Virus Infection in Wild-Living Chimpanzees

Identifying microbial pathogens with zoonotic potential in wild-living primates can be important to human health, as evidenced by human immunodeficiency viruses types 1 and 2 (HIV-1 and HIV-2) and Ebola virus. Simian foamy viruses (SFVs) are ancient retroviruses that infect Old and New World monkeys and apes. Although not known to cause disease, these viruses are of public health interest because they have the potential to infect humans and thus provide a more general indication of zoonotic exposure risks. Surprisingly, no information exists concerning the prevalence, geographic distribution, and genetic diversity of SFVs in wild-living monkeys and apes. Here, we report the first comprehensive survey of SFVcpz infection in free-ranging chimpanzees (Pan troglodytes) using newly developed, fecal-based assays. Chimpanzee fecal samples (n = 724) were collected at 25 field sites throughout equatorial Africa and tested for SFVcpz-specific antibodies (n = 706) or viral nucleic acids (n = 392). SFVcpz infection was documented at all field sites, with prevalence rates ranging from 44% to 100%. In two habituated communities, adult chimpanzees had significantly higher SFVcpz infection rates than infants and juveniles, indicating predominantly horizontal rather than vertical transmission routes. Some chimpanzees were co-infected with simian immunodeficiency virus (SIVcpz); however, there was no evidence that SFVcpz and SIVcpz were epidemiologically linked. SFVcpz nucleic acids were recovered from 177 fecal samples, all of which contained SFVcpz RNA and not DNA. Phylogenetic analysis of partial gag (616 bp), pol-RT (717 bp), and pol-IN (425 bp) sequences identified a diverse group of viruses, which could be subdivided into four distinct SFVcpz lineages according to their chimpanzee subspecies of origin. Within these lineages, there was evidence of frequent superinfection and viral recombination. One chimpanzee was infected by a foamy virus from a Cercopithecus monkey species, indicating cross-species transmission of SFVs in the wild. These data indicate that SFVcpz (i) is widely distributed among all chimpanzee subspecies; (ii) is shed in fecal samples as viral RNA; (iii) is transmitted predominantly by horizontal routes; (iv) is prone to superinfection and recombination; (v) has co-evolved with its natural host; and (vi) represents a sensitive marker of population structure that may be useful for chimpanzee taxonomy and conservation strategies

Basic Residues in the Foamy Virus Gag Protein▿†

Foamy virus (FV) capsid proteins have few lysines. Basic residues are almost exclusively represented by arginines indicating positive selective pressure. To analyze the possible functions of this peculiarity, we mutated an infectious molecular clone of the prototypic FV (PFV) to harbor lysines in the Gag protein at arginine-specifying positions and analyzed various aspects of the FV replication cycle. The majority of mutants replicated equally as well in permanent cell cultures as the original wild-type (wt) virus and were genetically stable in gag upon 10 cell-free passages. With respect to the features of late reverse transcription, nucleic acid content, and infectiousness of the virion DNA genome, the majority of mutants behaved like the wt. Several mutants of PFV were ubiquitinated in Gag but unable to generate virus-like particles (VLPs) or to undergo pseudotyping by a heterologous envelope. Using primary cells, however, a replicative disadvantage of the majority of mutants was disclosed. This disadvantage was enhanced upon interferon (IFN) treatment. We found no evidence that the lysine-bearing gag mutants showed more restriction than the wt virus by tetherin (CD317) or Trim5α. A single lysine in PFV Gag was found to be nonessential for transient replication in permanent cell culture if replaced by an arginine residue. Upon replication in primary cells, even without IFN treatment, this mutant was severely impaired, indicating the importance of specifying at least this lysine residue in PFV Gag. The paucity of lysines in FV Gag proteins may be a consequence of preventing proteasomal Gag degradation