Evaluation of a New Neural Network Classifier for Diabetic Retinopathy.

Background: Medical image segmentation is a well-studied subject within the field of image processing. The goal of this research is to create an AI retinal screening grading system that is both accurate and fast. We introduce a new segmentation network which achieves state-of-the-art results on semantic segmentation of color fundus photographs.

Comparative incorporation of proenkephalin-derived peptides, chromogranin A, and dopamine beta-hydroxylase into chromaffin vesicles.

The incorporation of enkephalin-containing peptides (ECPs) derived from proenkephalin into chromaffin vesicles was examined in primary cultures of adrenal medullary chromaffin cells. Cells were pulse-labeled with [35S]methionine and chased for periods up to 24 h. Chromaffin vesicles in cell homogenates were then fractionated by density gradient centrifugation and the presence of [35S]Met-enkephalin sequences in gradient fractions determined.

Synthesis of chromogranin A, dopamine beta-hydroxylase, and chromaffin vesicles.

Primary cultures of bovine adrenal medullary cells synthesize chromogranin A (CgA) and dopamine beta-hydroxylase (DBH) and incorporate them into chromaffin vesicles. The incorporation of L-[35S]methionine into CgA, DBH, and total protein was approximately linear for 8 h at methionine concentrations of 12.5, 25, and 50 microM.

Synthesis of alpha 2-macroglobulin by bovine adrenal cortical cell cultures.

Primary cultures of bovine adrenal medullary cells synthesize and secrete a high-molecular-weight protein into the culture medium. The protein was purified from the serum-free medium of cultured cells and was identified as alpha 2-macroglobulin by gel electrophoresis, sedimentation velocity, electron microscopy, immunoprecipitation, immunodiffusion, and autoradiography. Antisera directed against the protein were prepared and used to determine the cell types that synthesize the protein.

Effects of reserpine and tetrabenazine on catecholamine and ATP storage in cultured bovine adrenal medullary chromaffin cells.

The in vivo storage relationship between catecholamines and ATP in chromaffin vesicles of cultured bovine adrenal medulla cells was investigated using drugs that block vesicular catecholamine uptake. Three-day treatments with reserpine and tetrabenazine causing 85-90% depletion of catecholamines resulted in 41-46% reductions in cellular ATP content. Subcellular fractionation of reserpine-treated cells indicated that the ATP is lost from the chromaffin vesicle pool.