Search bioRxiv⌕ Search

Biology subjects

Segawa, H.

Publications and source records attributed to Segawa, H..

2 recordsLinked to original sources

Aromatase in adipose tissue exerts an osteoprotective function in male mice via phosphate regulation

Aromatase contributes to maintenance of bone mass because male patients with loss-of-function mutations of CYP19A1 exhibit bone loss. Treatment with aromatase inhibitor also causes bone loss in men and post-menopausal women, suggesting that part of the anabolic effect of testosterone in men is dependent on estradiol (E2) biosynthesized by aromatase in non-gonadal tissues. It remains unclear how locally biosynthesized E2 contributes to maintenance of bone mass. We examined the function of aromatase in local tissues rather than gonads using cell-type specific aromatase knockout (KO) mice. Because osteoblast-specific aromatase KO mice exhibited no bone phenotype, we focused on adipose tissue, known as a reservoir of steroid hormones and analyzed the bone phenotypes of adipose tissue-specific aromatase KO (Aro{Delta}aP2) mice. Sixteen-week-old male Aro{Delta}aP2 mice exhibited significantly lower bone mineral density in tibia and femur, especially in trabecular bone, than controls. Bone histomorphometry showed that Aro{Delta}aP2 mice exhibited an insufficient calcification bone phenotype with increased osteoid volume and width, and decreased osteoclast area and numbers. Moreover, serum phosphate, renal phosphate reabsorption and FGF23 were significantly lower in Aro{Delta}aP2, suggesting that the insufficient calcification phenotype in Aro{Delta}aP2 was not caused by excessive FGF23 activities. Finally, we analyzed NaPi2a and NaPi2c, phosphate transporters localized in the kidney, and found that protein levels in renal brush border membrane vesicles were lower in Aro{Delta}aP2. These results indicate that estrogens locally biosynthesized by aromatase in adipocytes can play a significant role in bone mass maintenance via regulation of phosphate reabsorption in the kidney by NaPi2. Impact StatementMale adipocyte-specific aromatase KO mice (Aro{Delta}aP2) exhibited bone loss and increased osteoid due to decreased serum phosphate and urinary phosphate reabsorption as a result of reduced NaPi2 proteins expression in the kidney.

physiology↗

Predicting gene expression from cell morphology in human induced pluripotent stem cells

Purification is essential before differentiating human induced pluripotent stem cells (hiPSCs) into cells that fully express particular differentiation marker genes. High-quality iPSC clones are typically purified through gene expression profiling or visual inspection of the cell morphology; however, the relationship between the two methods remains unclear. We investigated the relationship between gene expression levels and morphology by analyzing live-cell phase-contrast images and mRNA profiles collected during the purification process. We employed this data and an unsupervised image feature extraction method to build a model that predicts gene expression levels from morphology. As a benchmark, we confirmed that the method can predict the gene expression levels from tissue images for cancer genes, performing as well as state-of-the-art methods. We then applied the method to iPSCs and identified two genes that are well-predicted from cell morphology. Although strong batch effects resulting from the reprogramming process preclude the ability to use the same model to predict across batches, prediction within a reprogramming batch is sufficiently robust to provide a practical approach for estimating expression levels of a few genes and monitoring the purification process.

bioengineering↗