Hierarchical models facilitate spatial analysis of large data sets: a case study on invasive plant species in the northeastern United States.

Many critical ecological issues require the analysis of large spatial point data sets - for example, modelling species distributions, abundance and spread from survey data. But modelling spatial relationships, especially in large point data sets, presents major computational challenges. We use a novel Bayesian hierarchical statistical approach, 'spatial predictive process' modelling, to predict the distribution of a major invasive plant species, Celastrus orbiculatus, in the northeastern USA. The model runs orders of magnitude faster than traditional geostatistical models on a large data set of c. 4000 points, and performs better than generalized linear models, generalized additive models and geographically weighted regression in cross-validation. We also use this approach to model simultaneously the distributions of a set of four major invasive species in a spatially explicit multivariate model. This multispecies analysis demonstrates that some pairs of species exhibit negative residual spatial covariation, suggesting potential competitive interaction or divergent responses to unmeasured factors.

Insulin-like growth factor I mediates high-fat diet-induced adipogenesis in Osborne-Mendel rats.

To determine if high-fat (HF) diet-induced changes in adipose tissue cellularity are associated with the presence of paracrine growth factor(s) that alter preadipocyte proliferation, Osborne-Mendel rats were fed either a HF (76% energy) or a low-fat (LF, 12% energy) diet for 85 days. HF-fed rats had greater (P < 0.05) fat pad size, total fat cell number, number of small (30-70 microm) and large (80-140 microm) adipocytes, and percentage of 100- to 140-microm adipocytes compared with LF-fed rats. Preadipocytes in primary cell culture treated with inguinal adipose tissue conditioned medium (ATCM) prepared from HF-fed rats had greater (P < 0.05) proliferation compared with cultures treated with ATCM from LF-fed rats. Proliferative capacity of ATCM prepared from HF-fed rats was attenuated after the stripping of the medium of insulin-like growth factor I using an immunomagnetic bead separation system. These data are consistent with the concept that insulin-like growth factor I is involved in the paracrine regulation of adipogenesis.

The effects of thyroxine on serum and tissue concentrations of insulin-like growth factors (IGF-I and -II) and IGF-binding proteins in the fetal pig.

We have extensively studied the effect of hypophysectomy on the growth and development of tissues in the fetal pig. However, little is known about the effect of hypophysectomy on tissue levels of insulin-like growth factors I and II (IGF-I and -II) and how these growth factors are affected by T4 replacement. Fetal pigs were hypophysectomized (Hypox) at 70 days of gestation, and pellets containing 15 mg T4 were implanted into the lateral musculature of the hind limb at either 70 or 90 days of gestation. Fetuses were removed at either 90 or 105 days of gestation, respectively. Control (non-Hypox), Hypox, and T4 (Hypox-T4) fetal weights were similar at 90 days, but Hypox-T4 weighted less than control and Hypox fetuses at 105 days. Hypophysectomy decreased levels of serum T4, LH, cortisol, and IGF-I (105 days) when compared with controls. Heart and liver (105 days and 90 days) and fat, muscle, and kidney (90 days) IGF-I levels were lower in Hypox fetuses when compared with controls. Hypophysectomy decreased concentrations of IGF-II in only 105-day fetal kidneys. Hypophysectomy decreased serum levels of IGF binding protein 1 (IGFBP-1) (90 days) and IGFBP-2 (105 days) and increased IGFBP-4 (105 days) in comparison with control. T4 treatment of Hypox fetuses increased serum concentrations of T4 and IGF-I over Hypox levels at both 90 and 105 days gestation. Cortisol levels remained decreased in the T4-treated fetuses. Levels of IGF-I in the heart (90 and 105 days) and liver (90 days) of Hypox fetuses were increased by T4 treatment. T4 did not effect tissue IGF-II levels when compared with Hypox. T4 increased serum IGFBP-1, -2, and -4 levels over Hypox values. We suggest that T4 enhances production of IGF-I (as opposed to IGF-II), which in turn mediates some of T4's capability to enhance tissue development in the fetal pig.

Alterations of serum insulin-like growth factor-I (IGF-I) and IGF-binding proteins (IGFBPs) in swine infected with the protozoan parasite Sarcocystis miescheriana.

The effects of a Sarcocystis miescheriana infection on insulin-like growth factor-I (IGF-I) and insulin-like growth factor binding proteins (IGFBPs) were investigated to determine possible mechanisms of growth retardation in growing pigs. Sixteen pigs averaging 14 kg body weight were divided into 4 groups of 4 pigs each and infected either with 0.5, 1.0, or 3.0 x 10(6) sporocysts of S. miescheriana. Four pigs were retained as non-infected controls; however, they became serologically positive during the course of the infection. Effects also were investigated in 2 groups of 3 pregnant sows. One group was infected with 0.5 x 10(6) sporocysts and the other group was retained as uninfected controls. Body weights of infected growing pigs were depressed as compared to controls following the acute phase 15 d after infection (dai). Serum concentrations of IGF-I dropped significantly (p < 0.05) during the acute phase of infection in all infected groups of growing pigs. Conversely, the amounts of unsaturated serum IGFBPs were elevated significantly (p < 0.05) during the acute phase of infection. Specifically, serum concentrations of IGFBP-1, IGFBP-2, and IGFBP-4 were elevated at this time, as determined by ligand blot analysis. There was no association between growth factor alterations and tissue damage as measured by serum creatinine kinase and aspartate aminotransferase levels. The extent of effects in growing pigs was related to the amount of the original parasite inoculum. During the acute phase of infection 2 of 3 pregnant sows aborted. The third sow went to term, but piglets were stillborn or died within 24 hr. Compared to uninfected controls, serum concentrations of IGF-I in infected pregnant sows were depressed during and after the acute phase of the infection. Levels of unsaturated serum IGFBPs in pregnant sows were not affected. These data suggest that decreased IGF-I levels and/or elevated levels of specific forms of IGFBPs may be a mechanism by which growth is affected in feeder pigs infected with S. miescheriana.