Hybrid CGME and TCGME algorithms for large-scale general-form regularization

Two new hybrid algorithms are proposed for large-scale linear discrete ill-posed problems in general-form regularization. They are both based on Krylov subspace inner-outer iterative algorithms. At each iteration, they need to solve a linear least squares problem. It is proved that the inner linear least squares problems, which are solved by LSQR, become better conditioned as k increases, so LSQR converges faster. We also prove how to choose the stopping tolerance for LSQR in order to guarantee that the computed solutions have the same accuracy with the exact best regularized solutions. Numerical experiments are given to show the effectiveness and efficiency of our new hybrid algorithms, and comparisons are made with the existing algorithm.Comment: 31 pages,5 figure

The study and manipulation of piglet gonocytes

The studies in this thesis examined piglet gonocyte identification, isolation, purification, preservation and potential for initiation of spermatogenesis after transplantation into irradiated recipient testes. As a first step, we characterized a previously non-described auto-fluorescence in the piglet testis tissue. This auto-fluorescence mainly originated from granules among the testis interstitial cells, and we found that its interference with immuno-fluorescence can be overcome using Sudan black staining. We also showed that porcine gonocytes can be specifically labelled with the lectin Dolichos biflorus agglutinin (DBA). To optimize gonocyte isolation, we found that ~9-fold more live cells could be harvested by enzymatic digestion of testis tissues than with mechanical methods. However, the proportion of gonocytes (~7%) did not differ between the mechanical and enzymatic methods of testis cell isolation. We then developed a novel three-step strategy for isolation of gonocytes by combining enzymatic digestion and vortexing, resulting in a gonocyte proportion of ~40% (~5-fold more than that from conventional methods). For short-term preservation of testis cells, we found that the survival of testis cells under hypothermic conditions was dependent on the cell type, and affected by storage duration, temperature and medium used. More than 80% of live testis cells survived the 6-day hypothermic preservation period in 20% FBS-L15, without visible changes to the cell culture potential or gonocyte proportion. In another experiment where testis tissues were maintained under hypothermic conditions, we found that ~25% of testis cells could survive for 6 days if preserved in HypoThermosol-FRS solution (HTS-FRS), without morphological changes. To purify gonocytes, we showed that centrifugation of testis cells using 17% Nycodenz can lead to precipitation of gonocytes in pellets (with a purity of > 80%). We also found that pre-coating tissue culture plates with both fibronectin and poly-D-lysine can result in the negative selection of gonocytes (with a purity of up to 85%). We subsequently showed that further purification of gonocytes (to > 90%) could be achieved by combining the two latter approaches. To prepare recipients for germ cell transplantation, we used local irradiation of piglet testes which reduced testis growth, decreased seminiferous tubule diameters and completely eliminated spermatogenesis at 4 months post-irradiation. Compared with the absence of endogenous spermatogenesis in the control testes, spermatogenesis up to elongating spermatids was observed in the irradiated testes after gonocyte transplantation. In summary, we investigated several critical elements in the study and manipulation of gonocytes in a large animal model

Recent Advances in Application of Male Germ Cell Transplantation in Farm Animals

Transplantation of isolated germ cells from a fertile donor male into the seminiferous tubules of infertile recipients can result in donor-derived sperm production. Therefore, this system represents a major development in the study of spermatogenesis and a unique functional assay to determine the developmental potential and relative abundance of spermatogonial stem cells in a given population of testis cells. The application of this method in farm animals has been the subject of an increasing number of studies, mostly because of its potential as an alternative strategy in producing transgenic livestock with higher efficiency and less time and capital requirement than the current methods. This paper highlights the salient recent research on germ cell transplantation in farm animals. The emphasis is placed on the current status of the technique and examination of ways to increase its efficiency through improved preparation of the recipient animals as well as isolation, purification, preservation, and transgenesis of the donor germ cells

Integration on acceleration signals by adjusting with envelopes

Direct integration of acceleration often causes unrealistic drifts in velocity and displacement. A method of integration on acceleration data to acquire realistic velocity and displacement is proposed. In this approach, drifts are estimated by using the mean of the upper and lower envelopes of signals after integration from acceleration into velocity and displacement. The experimental results obtained by using simulated data and real world signals are presented to demonstrate the effectiveness of the method