27Coronaviruses, including SARS-CoV-2 the etiological agent of COVID-19 disease, have 28 caused multiple epidemic and pandemic outbreaks in the past 20 years 1-3 . With no vaccines, 29 and only recently developed antiviral therapeutics, we are ill equipped to handle coronavirus 30 outbreaks 4 . A better understanding of the molecular mechanisms that regulate coronavirus 31 replication and pathogenesis is needed to guide the development of new antiviral therapeutics 32 and vaccines. RNA secondary structures play critical roles in multiple aspects of coronavirus 33 replication, but the extent and conservation of RNA secondary structure across coronavirus 34 genomes is unknown 5 . Here, we define highly structured RNA regions throughout the MERS-
35CoV, SARS-CoV, and SARS-CoV-2 genomes. We find that highly stable RNA structures are 36 pervasive throughout coronavirus genomes, and are conserved between the SARS-like CoV.
37Our data suggests that selective pressure helps preserve RNA secondary structure in 38 coronavirus genomes, suggesting that these structures may play important roles in virus 39 replication and pathogenesis. Thus, disruption of conserved RNA secondary structures could be 40 a novel strategy for the generation of attenuated SARS-CoV-2 vaccines for use against the 41 current COVID-19 pandemic. 42 43 Main 44 Severe acute respiratory syndrome coronavirus (SARS-CoV), Middle Eastern respiratory 45 syndrome coronavirus (MERS-CoV), and SARS-CoV-2, the etiological agent of the current 46 COVID-19 pandemic, have caused widespread disease, death, and economic hardship in the 47 past 20 years 1 , highlighting the pandemic potential of the CoV genus. While recently developed 48 antivirals show promise against MERS and SARS-CoV-2, further understanding of coronavirus 49 molecular virology is necessary to inform the design of more effective antiviral therapeutics and 50 vaccines 6, 7 .
51RNA structures in the ~30kb of single-stranded RNA 8 genomes of Coronavirus play 52 important roles in coronavirus replication 9, 5, 10, 11, 12, 13 . Given the length of coronavirus RNA 53 genomes, additional RNA structures likely exist that regulate CoV replication and disease 14 . In 54 this study, we used selective 2'-hydroxyl acylation by primer extension and mutational profiling 55 (SHAPE-MaP) 15 to identify highly stable, structured regions of the SARS-CoV, MERS-CoV, and 56 SARS-CoV-2 genomes. Our results revealed novel areas of RNA structure across the genomes 57 of all three viruses. SHAPE-MaP analysis confirmed previously described structures, and also 58 revealed that SARS-like coronaviruses contain a greater number of highly structured RNA 59 regions than MERS-CoV. Comparing nucleotide variation across multiple strains of each virus, 60 we find that highly variable nucleotides rarely impact RNA secondary structure, suggesting the 61 existence of selective pressure against RNA secondary structure disruption. We also identified 62 dozens of conserved highly stable structured regions in SARS-CoV and SARS-CoV-2 that share...