Isolation and characterization of cDNAs encoding novel homeoproteins from chondrocytes

Bone morphogenesis is a complex biological process. The multistep process of chondrogenesis is the most important aspect of endochondral bone formation. To study the mechanisms which control this multistep pathway of chondrogenesis during embryonic development, I started by isolating cDNAs encoding novel transcriptional factors from chondrocytes. Several such cDNAs encoding putative homeoproteins were identified from a rat chondrosarcoma cDNA preparation. I have been concentrating on characterizing two of these cDNAs. The deduced amino acid sequence of the first homeoprotein, Cart-1, contains a prd-type homeodomain. Northern hybridization and RNase protection analysis revealed that Cart-1 RNAs were present at high levels in a well differentiated rat chondrosarcoma tumor and in a cell line derived from this tumor. Cart-1 transcripts were also detected in primary chondrocytes, but not in numerous other cell types except very low levels in testis. In situ hybridization of rat embryos at different stages of development revealed relatively high levels of Cart-1 RNAs in prechondrocytic mesenchymal cells and in early chondrocytes of cartilage primordia. It is speculated that Cart-1 might play an important role in chondrogenesis. The second putative homeoprotein, rDlx, contains a Distal-less-like homeodomain. rDlx RNAs were also present at high levels in the rat chondrosarcoma tumor and in the cell line derived from this tumor. In situ hybridization of rat embryos revealed high levels of rDlx transcripts in the developing cartilages and perichondria of mature cartilages. rDlx transcripts were also detected in a number of nonchondrogenic tissues such as forebrain, otic vesicles, olfactory epithelia, apical ectodermal ridge (AER) of limb buds, the presumptive Auerbach ganglia of gastrointestinal tract. The unique expression pattern of rDlx suggests that it might play important roles in chondrogenesis and other aspects of embryogenesis. ^

Expression and hormonal regulation of Muc-1 at the apical surface of mouse uterine epithelial cells and its role in modulating embryo implantation

Previous studies from our lab have established that large molecular weight mucin glycoproteins are major apically-disposed components of mouse uterine epithelial cells in vitro (Valdizan et al., (1992) J. Cell. Physiol. 151:451-465). The present studies demonstrate that Muc-1 represents one of the apically-disposed mucin glycoproteins of mouse uterine epithelia, and that Muc-1 protein and mRNA expression are regulated in the peri-implantation stage mouse uterus by ovarian steroids. Muc-1 expression is high in the proestrous and estrous stages, and decreases during diestrous. Both Muc-1 protein and mRNA levels decline to barely detectable levels by day 4 of pregnancy, i.e., prior to the time of blastocyst attachment. In contrast, Muc-1 expression in the cervix and vagina is maintained during this same period. Delayed implantation was established in pregnant mice by ovariectomy and maintained by administration of exogenous progesterone. Initiation of implantation was triggered by coinjection of progesterone maintained mice with a nidatory dose of 17$\beta$-estradiol. Muc-1 levels in the uterine epithelia of progesterone maintained mice declined to similar low levels as observed on day 4 of normal pregnancy. Coinjection of estradiol did not alter Muc-1 expression suggesting that down-regulation of Muc-1 is a progesterone dominated event. This was confirmed in ovariectomized, non-pregnant mice which displayed stimulation of Muc-1 expression following 6 hr of estradiol injection. Estradiol stimulated Muc-1 expression was inhibited by the pure antiestrogen, ICI 164,384. While progesterone alone had no effect on Muc-1 expression, it antagonized estradiol action in this regard. Injection of pregnant mice with the antiprogestin, RU 486, a known implantation inhibitor, on day 3 of pregnancy restored high level expression of Muc-1 mRNA on day 4, indicating that down-regulation of Muc-1 is progesterone receptor-mediated. Muc-1 appears to function as an anti-adhesive molecule at the apical cell surface of mouse uterine epithelial cells. Treatment of polarized cultures of mouse uterine epithelial cells with O-sialoglycoprotein endopeptidase reduced mucin expression in vitro, by about 50%, and converted polarized uterine epithelia to a functionally receptive state. Similarly, ablation of Muc-1 in Muc-1 null mice resulted in polarized uterine epithelia that were functionally receptive as compared to their wild-type counterparts in vitro. Collectively, these data indicate that Muc-1 and other mucins function as anti-adhesive molecules and that reduction or removal of these molecules is a prerequisite for the generation of a receptive uterine state. ^

DISTRIBUTION FUNCTIONS, MEAN SQUARED ERRORS, AND CONFIDENCE LIMITS FOR RIDGE REGRESSION ESTIMATORS

A large number of ridge regression estimators have been proposed and used with little knowledge of their true distributions. Because of this lack of knowledge, these estimators cannot be used to test hypotheses or to form confidence intervals.^ This paper presents a basic technique for deriving the exact distribution functions for a class of generalized ridge estimators. The technique is applied to five prominent generalized ridge estimators. Graphs of the resulting distribution functions are presented. The actual behavior of these estimators is found to be considerably different than the behavior which is generally assumed for ridge estimators.^ This paper also uses the derived distributions to examine the mean squared error properties of the estimators. A technique for developing confidence intervals based on the generalized ridge estimators is also presented. ^

THE IMPROVEMENT REGION IN RIDGE REGRESSION

One of the difficulties in the practical application of ridge regression is that, for a given data set, it is unknown whether a selected ridge estimator has smaller squared error than the least squares estimator. The concept of the improvement region is defined, and a technique is developed which obtains approximate confidence intervals for the value of ridge k which produces the maximum reduction in mean squared error. Two simulation experiments were conducted to investigate how accurate these approximate confidence intervals might be. ^