Monoglycosylated spike protein vaccine provides better protection against infections of SARS-CoV-2its variants of concern. Spike protein, which is the main immunogen in all current vaccines, is heavily glycosylatedthe epitopes covered by glycans are usually less immunogenic. Monoglycosylated spike protein vaccine, when vaccinated, can elicit better immune response with a more complete protection against all possible epitopes from spike polypeptide sequence,provide better protection against infections from variants of concerns.

The interpretation of next generation sequencing is a big challenge. In order to improve the molecular diagnosis of the patient, we developed the AI_Variant prioritizer, a machine learning based variant prioterization system that can help to prioritize candidate variants for human disease. This module highlighted the possible disease causing variants to help clinician to increase the disease diagnostic yield and decrease the load of manpower.

Due to the recent outbreak of COVID-19ongoing mutants, we developed a coronavirus variant protein microarray that includes all the current spike mutationsthe wild-type viral antigensapplied in detecting immune responsesdrug specificities. We filed the patientspublished our findings in the Analytical Chemistry. Besides massive production of the coronavirus protein microarray, we also collaborated with a scanner company, developed artificial intelligence software,collaborated with suppliers. We are welcome any sort of collaboration.

This technology multiple research to integrates the developed production system of the "smart integrated production system". Using AI to identify pestsdiseases,identify the high temperature resistant varieties,developed Root temperature control system,using IOT to establish Big data. An adopted robot will be used to assist sprayingharvesting in the future.