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. 2020 Jul 27;11(2):131–144.e6. doi: 10.1016/j.cels.2020.06.009
REAGENT or RESOURCE SOURCE IDENTIFIER
Deposited Data

HLA haplotype population frequency data This paper, Mendeley Data Mendeley Data: https://doi.org/10.17632/cfxkfy9zp4.1
SARS-CoV-2 vaccine designs This paper Table S3
SARS-CoV-2 proteome GISAID (Elbe and Buckland-Merrett, 2017) Sequence entry Wuhan/IPBCAMS-WH-01/2019
SARS-CoV proteome UniProt (Consortium, 2019) UniProt: UP000000354 (Proteome ID)
HLA population frequency data dbMHC, as obtained from the IEDB Population Coverage Tool download (Bui et al., 2006) http://tools.iedb.org/population/
Human proteome UniProt (Consortium, 2019) UniProt: UP000005640 (Proteome ID)
SARS-CoV-2 experimental peptide stability data (Immunitrack) (Prachar et al., 2020) Data S1. COVID19-Intavis-Immunitrack-dataset: https://www.immunitrack.com/wp/wp-content/uploads/Covid19-Intavis-Immunitrack-datasetV2.xlsx
SARS-CoV-2 cleavage regions: ORF1a and ORF1b UniProt (Consortium, 2019) UniProt: P0DTD1; https://covid-19.uniprot.org/uniprotkb/P0DTD1#Protein%20Processing
SARS-CoV-2 cleavage regions: Spike (S) (Wang et al., 2020) Figure 1
Additional SARS-CoV-2 proteomes for mutation analysis GISAID (Elbe and Buckland-Merrett, 2017) Acknowledgements and detailed GISAID accessions in Table S4 (this paper)
Experimental data of Spike N-glycosylation: Cryo-EM (Walls et al., 2020) Table 2
Experimental data of Spike N-glycosylation: tandem mass spectrometry (Zhang et al., 2020b) https://www.biorxiv.org/content/10.1101/2020.03.28.013276v1.upplementary-material, Figures S5A and S5B
Baseline vaccine MHC I: (Srivastava et al., 2020) (Srivastava et al., 2020) Figure 2
Baseline vaccine MHC I: (Herst et al., 2020) (Herst et al., 2020) Data S1; Table 6
Baseline vaccine MHC I: (Herst et al., 2020)-top16 (Herst et al., 2020) Table 4
Baseline vaccine MHC I: (Baruah and Bose, 2020) (Baruah and Bose, 2020) Table 1
Baseline vaccine MHC I: (Fast et al., 2020) (Fast et al., 2020) Table 2
Baseline vaccine MHC I: (Poran et al., 2020) (Poran et al., 2020) Table S5
Baseline vaccine MHC I: (Vashi et al., 2020) (Vashi et al., 2020) Table 5
Baseline vaccine MHC I: (Abdelmageed et al., 2020) (Abdelmageed et al., 2020) Table 2
Baseline vaccine MHC I: (Lee and Koohy, 2020) (Lee and Koohy, 2020) Table 4
Baseline vaccine MHC I: (Akhand et al., 2020) (Akhand et al., 2020) Table 2
Baseline vaccine MHC I: (Singh et al., 2020) (Singh et al., 2020) Table 2
Baseline vaccine MHC I: (Bhattacharya et al., 2020) (Bhattacharya et al., 2020) Table 2
Baseline vaccine MHC I: (Ahmed et al., 2020) (Ahmed et al., 2020) Table 2
Baseline vaccine MHC I: (Saha and Prasad, 2020) (Saha and Prasad, 2020) Table 1
Baseline vaccine MHC I: (Gupta et al., 2020) (Gupta et al., 2020) Table 4a
Baseline vaccine MHC I: (Khan et al., 2020) (Khan et al., 2020) Sub-Section 2 in Results of the Main Text
Baseline vaccine MHC I: (Mitra et al., 2020) (Mitra et al., 2020) Table 1(C)
Baseline vaccine MHC I: (Nerli and Sgourakis, 2020) (Nerli and Sgourakis, 2020) Tables S1 and S2
Baseline vaccine MHC I: (Yarmarkovich et al., 2020) (Yarmarkovich et al., 2020) Table S5 (65 33-mers, to which we applied sliding windows of lengths 8–10 to obtain the peptide set considered for MHC class I)
Baseline vaccine MHC I: (Yazdani et al., 2020) (Yazdani et al., 2020) Table 1 (peptides created by sliding windows of length 8–10)
Baseline vaccine MHC I: (Ismail et al., 2020) (Ismail et al., 2020) Section 3.2 "MEPVC Designing" (peptides created by sliding windows of length 8–10)
Baseline vaccine MHC II: (Ramaiah and Arumugaswami, 2020) (Ramaiah and Arumugaswami, 2020) Table S2 - "Unique Mean HBA T-Cell Epitopes" for each protein Subunit
Baseline vaccine MHC II: (Fast et al., 2020) (Fast et al., 2020) Table 2
Baseline vaccine MHC II: (Banerjee et al., 2020) (Banerjee et al., 2020) Table 3
Baseline vaccine MHC II: (Akhand et al., 2020) (Akhand et al., 2020) Table 2
Baseline vaccine MHC II: (Poran et al., 2020) (Poran et al., 2020) Table S7
Baseline vaccine MHC II: (Singh et al., 2020) (Singh et al., 2020) Table 2
Baseline vaccine MHC II: (Ahmed et al., 2020) (Ahmed et al., 2020) Table 2
Baseline vaccine MHC II: (Tahir ul Qamar et al., 2020) (Tahir ul Qamar et al., 2020) Table 1
Baseline vaccine MHC II: (Mitra et al., 2020) (Mitra et al., 2020) Table 1(B)
Baseline vaccine MHC II: (Abdelmageed et al., 2020) (Abdelmageed et al., 2020) Table 3
Baseline vaccine MHC II: (Vashi et al., 2020) (Vashi et al., 2020) Table 6
Baseline vaccine MHC II: (Baruah and Bose, 2020) (Baruah and Bose, 2020) Table 2
Baseline vaccine MHC II: (Yarmarkovich et al., 2020) (Yarmarkovich et al., 2020) Table S5 (65 33-mers, to which we applied sliding windows of lengths 13–25 to obtain the peptide set considered for MHC class II)
Baseline vaccine MHC II: (Yazdani et al., 2020) (Yazdani et al., 2020) Table 1 (peptides created by sliding windows of length 13–25)
Megapool MHC I: (Grifoni et al., 2020a) (Grifoni et al., 2020a) Table S6
Megapool MHC II: (Grifoni et al., 2020a) (Grifoni et al., 2020a) Table S3

Software and Algorithms

OptiVax This paper, GitHub https://github.com/gifford-lab/optivax
EvalVax This paper, GitHub https://github.com/gifford-lab/optivax
NetMHCpan-4.0 (Jurtz et al., 2017) http://www.cbs.dtu.dk/services/NetMHCpan-4.0/
NetMHCpan-4.1 (Reynisson et al., 2020a) http://www.cbs.dtu.dk/services/NetMHCpan-4.1/
NetMHCIIpan-4.0 (Reynisson et al., 2020b) http://www.cbs.dtu.dk/services/NetMHCIIpan-4.0/
NetMHCIIpan-3.2 (Jensen et al., 2018) http://www.cbs.dtu.dk/services/NetMHCIIpan-3.2/
MHCflurry 1.6.0 (O’Donnell et al., 2020) Version 1.6.0, https://github.com/openvax/mhcflurry
PUFFIN (Zeng and Gifford, 2019); https://github.com/gifford-lab/PUFFIN GitHub commit a63f6c563b7e2f7b04eac28
a6cf09d8078ac3a2a with pre-trained model
Hapferret https://github.com/nilsboar/HapFerret GitHub commit e2381dc567cec97373acb
49c09f167e46ea0bb53
Nextstrain (Hadfield et al., 2018); https://github.com/nextstrain/ncov GitHub commit 639c63f25e0bf30c900f8d
3d937de4063d96f791
NetNGlyc (Gupta et al., 2004) http://www.cbs.dtu.dk/services/NetNGlyc/