Abstract: A remote mapping method, apparatus and device for computing resources, and a storage medium, which are applied to a server. Said method comprises: identifying each FPGA heterogeneous accelerator card in an FPGA BOX; establishing a network communication connection with each FPGA heterogeneous accelerator card via a network interface of each FPGA heterogeneous accelerator card in the FPGA BOX, and establishing a network communication connection between FPGA heterogeneous accelerator cards; mapping each FPGA heterogeneous accelerator card to the server; establishing network transmission for the established network communication connections, and migrating a control flow and a data flow that are performed by the PCIE to the network transmission; and deploying a target application in the FPGA BOX through the established network transmission, and when running the target application, performing data exchange with the FPGA BOX via the network transmission.

Abstract: The present invention provides biomarkers and diagnostic methods employing such biomarkers based on the discovery of genes that have a two-fold or greater difference in gene expression in the spinal cord of a pre-symptomatic mouse model of amyotrophic lateral sclerosis. Such biomarkers and diagnostic methods are useful for early detection of neural cell injury and death in acute and degenerative disease.