Quantitative variability of 342 plasma proteins in a human twin population

The degree and the origins of quantitative variability of most human plasma proteins are largely unknown. Because the twin study design provides a natural opportunity to estimate the relative contribution of heritability and environment to different traits in human population, we applied here the highly accurate and reproducible SWATH mass spectrometry technique to quantify 1,904 peptides defining 342 unique plasma proteins in 232 plasma samples collected longitudinally from pairs of monozygotic and dizygotic twins at intervals of 2–7 years, and proportioned the observed total quantitative variability to its root causes, genes, and environmental and longitudinal factors. The data indicate that different proteins show vastly different patterns of abundance variability among humans and that genetic control and longitudinal variation affect protein levels and biological processes to different degrees. The data further strongly suggest that the plasma concentrations of clinical biomarkers need to be calibrated against genetic and temporal factors. Moreover, we identified 13 cis‐SNPs significantly influencing the level of specific plasma proteins. These results therefore have immediate implications for the effective design of blood‐based biomarker studies.     

Impact of QTL properties on the accuracy of multi-breed genomic prediction

Background

Although simulation studies show that combining multiple breeds in one reference population increases accuracy of genomic prediction, this is not always confirmed in empirical studies. This discrepancy might be due to the assumptions on quantitative trait loci (QTL) properties applied in simulation studies, including number of QTL, spectrum of QTL allele frequencies across breeds, and distribution of allele substitution effects. We investigated the effects of QTL properties and of including a random across- and within-breed animal effect in a genomic best linear unbiased prediction (GBLUP) model on accuracy of multi-breed genomic prediction using genotypes of Holstein-Friesian and Jersey cows.

Methods

Genotypes of three classes of variants obtained from whole-genome sequence data, with moderately low, very low or extremely low average minor allele frequencies (MAF), were imputed in 3000 Holstein-Friesian and 3000 Jersey cows that had real high-density genotypes. Phenotypes of traits controlled by QTL with different properties were simulated by sampling 100 or 1000 QTL from one class of variants and their allele substitution effects either randomly from a gamma distribution, or computed such that each QTL explained the same variance, i.e. rare alleles had a large effect. Genomic breeding values for 1000 selection candidates per breed were estimated using GBLUP modelsincluding a random across- and a within-breed animal effect.

Results

For all three classes of QTL allele frequency spectra, accuracies of genomic prediction were not affected by the addition of 2000 individuals of the other breed to a reference population of the same breed as the selection candidates. Accuracies of both single- and multi-breed genomic prediction decreased as MAF of QTL decreased, especially when rare alleles had a large effect. Accuracies of genomic prediction were similar for the models with and without a random within-breed animal effect, probably because of insufficient power to separate across- and within-breed animal effects.

Conclusions

Accuracy of both single- and multi-breed genomic prediction depends on the properties of the QTL that underlie the trait. As QTL MAF decreased, accuracy decreased, especially when rare alleles had a large effect. This demonstrates that QTL properties are key parameters that determine the accuracy of genomic prediction.

Electronic supplementary material

The online version of this article (doi:10.1186/s12711-015-0124-6) contains supplementary material, which is available to authorized users.     

The sensitivity of one-cell mouse embryos to pyruvate and lactate

One-cell mouse embryos were cultured in several concentrations of pyruvate and lactate. Maximum development to blastocysts occurred when one-cell ova were cultured in media containing 0.25 mM pyruvate during the first cleavage division and 30.00 mM lactate plus 0.25 mM pyruvate after the first cleavage division. The unusual sensitivity of one-cell ova to both the kind and quantity of energy source was not evident on day 2 of development; normal appearing two-cell ova were formed under extreme conditions of up to 100.00 mM pyruvate and 90.00 mM lactate. The data demonstrate that the successful development of one-cell ova in vitro depends on satisfying separate requirements for the first cleavage division versus development after the first cleavage division. The formation of morphologically normal two-cell ova cannot be used as the sole criterion for satisfying the requirements of the first cleavage divison.     

EFFECT OF VITAMIN E SUPPLEMENTATION AND PARTIAL SUBSTITUTION OF POLY- WITH MONO-UNSATURATED FATTY ACIDS IN PIG DIETS ON MUSCLE,AND MICROSOME EXTRACT a-TOCOPHEROL CONCENTRATION AND LIPID OXIDATION

The experiment was organized in a 3×2 factorial arrangement with three dietary fat blends and a basal (20 mg kg^?1 diet) or supplemented (220 mg kg^?1) level of α-tocopheryl acetate. Dietary vitamin E and monounsaturated to polyunsaturated fatty acid ratio (dietary MUFA/PUFA) affected muscle α-tocopherol concentration (α-tocopherol [log μg g^?1]=0.18 (±0.105)+0.0034 (±0.0003)·dietary α-tocopherol [mg kg^?1 diet] (P<0.0001)+0.39 (±0.122)·dietary MUFA/PUFA (P<0.0036)). An interaction between dietary α-tocopherol and dietary MUFA/PUFA exists for microsome α-tocopherol concentration (α-tocopherol [log μg g^?1]=1.14 (±0.169) (P<0.0001)+0.0056 (±0.00099)·dietary α-tocopherol [mg kg^?1 diet] (P<0.0001)+0.54 (±0.206)·dietary MUFA/PUFA (P<0.0131)?0.0033 (±0.0011)·dietary α-tocopherol [mg kg^?1)]×dietary MUFA/PUFA (P<0.0067)), and hexanal concentration in meat (hexanal [ng·g^?1]=14807.9 (±1489.8)?28.8 (±10.6) dietary α-tocopherol [mg·kg^?1] (P<0.01)?8436.6 (±1701.6)·dietary MUFA/PUFA (P<0.001)+24.0 (±11.22)·dietary α-tocopherol·dietary MUFA/PUFA (P<0.0416)). It is concluded that partial substitution of dietary PUFA with MUFA lead to an increase in the concentration of α-tocopherol in muscle and microsome extracts. An interaction between dietary α-tocopherol and fatty acids exists, in which at low level of dietary vitamin E inclusion, a low MUFA/PUFA ratio leads to a reduction in the concentration of α-tocopherol in microsome extracts and a concentration of hexanal in meat above the expected values.     

Failure-to-Thrive Syndrome Associated with Tumor Formation by Madin–Darby Canine Kidney Cells in Newborn Nude Mice

Tumors that formed in newborn nude mice that were inoculated with 10⁷ Madin–Darby canine kidney (MDCK) cells were associated with a failure-to-thrive (FTT) syndrome consisting of growth retardation, lethargy, weakness, and dehydration. Scoliosis developed in 41% of affected pups. Pups were symptomatic by week 2; severely affected pups became moribund and required euthanasia within 3 to 4 wk. Mice with FTT were classified into categories of mild, moderate, and severe disease by comparing their weight with that of age-matched normal nude mice. The MDCK-induced tumors were adenocarcinomas that invaded adjacent muscle, connective tissue, and bone; 6 of the 26 pups examined had lung metastases. The induction of FTT did not correlate with cell-line aggressiveness as estimated by histopathology or the efficiency of tumor formation (tumor-forming dose 50% endpoint range = 10^2.8 to 10^7.5); however, tumor invasion of the paravertebral muscles likely contributed to the scoliosis noted. In contrast to the effect of MDCK cells, tumor formation observed in newborn mice inoculated with highly tumorigenic, human-tumor–derived cell lines was not associated with FTT development. We suggest that tumor formation and FTT are characteristics of these MDCK cell inocula and that FTT represents a new syndrome that may be similar to the cachexia that develops in humans with cancer or other diseases.Abbreviations: FTT, failure-to-thrive; MDCK, Madin–Darby canine kidney; TPD₅₀, tumor-producing dose log₁₀ 50% endpointThe Madin–Darby canine kidney (MDCK) cell line was established in 1958 from the kidney of a cocker spaniel.^6,16 Since 1962, this cell line has been an important reagent for the isolation and study of influenza viruses^8,22,31 and, more recently, for the development and manufacture of influenza virus vaccines.^3,7,19 MDCK cells are polarized, epithelial cells that exhibit properties of renal tubular epithelium and have been used as in vitro models to evaluate renal tubular functions.^24,36 Due to their apparent lack of expression of a tumorigenic phenotype in rodents,²⁵ MDCK cells have also been used to study neoplastic processes including epithelial-to-mesenchymal transition^23,27,28 and to assess the effects of viral oncogenes and chemical carcinogens on their phenotype.^13,32The results of studies that evaluate the ability of MDCK cells to form tumors in vivo have varied. Early studies found that these cells could produce tumors in chicken embryos but not in mature BALB/c nude mice.¹⁴ In contrast, MDCK cells formed progressively growing adenocarcinomas in newborn BALB/c nude mice, but tumor growth ceased as the pups approached maturity.²⁵ More recently, 2 different sublines of MDCK cells developed by independent groups were shown to be tumorigenic in athymic nude mice; but the incidence of tumor formation did not correlate with cell dose.^33-35As an initial approach to the study of neoplastic development in cells in culture, we evaluated the ability of MDCK cells to form tumors in athymic nude mice. We previously described the tumor-forming capacity of MDCK cells from different lots obtained from ATCC.²¹ That study revealed that MDCK cells from each of these lots formed tumors efficiently in adult and newborn nude mice, but the capacity of the cells to form tumors differed from lot to lot. During the initial experiments on MDCK cell tumor-forming efficiency in newborn nude mice, we observed what appeared to be a syndrome whose symptoms included tumor formation and disrupted growth leading to a failure-to-thrive (FTT) condition manifested by morbidity that required euthanasia of those pups most severely affected. During the study on the development of FTT, we found that the FTT syndrome occurred in newborn nude mice inoculated with 3 different sublines of MDCK cells. The current report describes an FTT syndrome associated with the formation of tumors by 10⁷ MDCK cells in newborn, athymic, nude mice.     

Application of an optimized marker amplification protocol in immunohistochemistry — a valuable tool for visualizing antigenic sites of low signal strength or sparse distribution

Amplification of immunohistochemical markers received considerable attention during the 1980s and 1990s. The amplification approach was largely abandoned following the development of antigen retrieval and reporter amplification techniques, because the latter were incorporated more easily into high throughput automated procedures in industrial and diagnostic laboratories. There remain, however, a number of instances where marker amplification still has much to offer. Consequently, we examined experimentally the utility of an optimized marker amplification technique in diagnostically relevant tissue where either the original signal strength was low or positive sites were visible, but sparsely distributed. Marker amplification in the former case not only improved the visibility of existing positive sites, but also revealed additional sites that previously were undetectable. In the latter case, positive sites were rendered more intense and therefore more easily seen during low magnification examination of large areas of tissue.     

Protein metabolism in preimplanted mouse ova

Intracellular specific radioactivity of an amino acid (leucine) was measured in preimplantation mouse ova. The measured specific activity along with leucine incorporation rates allow calculation of the protein synthetic rate in mouse ova. Unfertilized ova, fertilized ova, two-cell ova, and blastocysts convert amino acid to protein at the rate of 8.60, 7.36, 6.92, and 56.68 × 10^?13 moles of amino acid per hour per ovum, respectively. The specific activity measurements also allowed the calculation of intracellular leucine pool size. For the unfertilized, fertilized, two-cell, and blastocyst stage, the endogenous leucine pool was 11.9, 15.9, 6.4, and 62.4 × 10^?14 moles of leucine, respectively. Most of the increase in pool size in the blastocyst probably results from the increase in total volume of cells. Protein degradation measurements indicated a marked difference between protein turnover in the two-cell and blastocyst stage. Approximately 10% of the protein at the two-cell stage turns over with a half-life of 18.3 hr and 35% of the protein at the blastocyst stage turns over with a half-life of 11.2 hr. The large remaining fraction of protein turns over much more slowly.