Abstract: The present disclosure relates to a growth hormone fusion protein and a preparation method and use thereof. The growth hormone fusion protein includes: a double-stranded structure having a first constant region Fc segment and a second constant region Fc segment; and a growth hormone linked to the first constant region Fc segment, the growth hormone has no methionine at an N-terminus thereof, and the growth hormone fusion protein was expressed by a non-mammalian cell expression system. According to the present disclosure, by adopting the fusion of the growth hormone and the double-stranded structure, the in vivo half-life of the growth hormone can be prolonged, and since each double-stranded structure only carries one growth hormone, the active site of the growth hormone is not affected by steric hindrance, and stronger activity is provided, and since the N-terminus of the growth hormone has no methionine, higher safety is provided.

Abstract: A radiomic biomarker determination method and system for assessment of the risk of metabolic diseases. The method includes: obtaining abdominal & pelvic volumetric computed tomography (CT) scan from the given subject; determining the fat area to be analyzed from the CT scan, separating visceral fat using an image segmentation method, and normalizing the visceral fat area under physical scale; extracting N imaging features of the visceral fat; selecting n optimal imaging features from the N candidate features; dividing the normalized visceral fat area into multiple visceral fat blocks with equal thickness; extracting n corresponding optimal imaging features from each visceral fat block, named as block imaging features; and determining the representative visceral fat block from the candidate blocks and taking the representative visceral fat block and the (block) imaging features extracted from the representative visceral fat block as radiomic biomarkers.