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Open data
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Basic information
Entry | ![]() | |||||||||
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Title | Fab4251-DS-SOSIP complex | |||||||||
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![]() | HIV / VIRAL PROTEIN | |||||||||
Biological species | HIV whole-genome vector AA1305#18 (others) / ![]() | |||||||||
Method | single particle reconstruction / cryo EM / Resolution: 3.8 Å | |||||||||
![]() | Nortier P / Perez L | |||||||||
Funding support | ![]()
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![]() | ![]() Title: RAIN: a Machine Learning-based identification for HIV-1 bNAbs. Authors: Laurent Perez / Mathilde Foglierini / ![]() Abstract: Broadly neutralizing antibodies (bNAbs) are promising candidates for the treatment and prevention of HIV-1 infection. Despite their critical importance, automatic detection of HIV-1 bNAbs from immune ...Broadly neutralizing antibodies (bNAbs) are promising candidates for the treatment and prevention of HIV-1 infection. Despite their critical importance, automatic detection of HIV-1 bNAbs from immune repertoire is still lacking. Here, we developed a straightforward computational method for apid utomatic dentification of bAbs ) based on Machine Learning methods. In contrast to other approaches using one-hot encoding amino acid sequences or structural alignment for prediction, RAIN uses a combination of selected sequence-based features for accurate prediction of HIV-1 bNAbs. We demonstrate the performance of our approach on non-biased, experimentally obtained sequenced BCR repertoires from HIV-1 immune donors. RAIN processing leads to the successful identification of novel HIV-1 bNAbs targeting the CD4-binding site of the envelope glycoprotein. In addition, we validate the identified bNAbs using neutralization assay and we solve the structure of one of them in complex with the soluble native-like heterotrimeric envelope glycoprotein by single-particle cryo-electron microscopy (cryo-EM). Overall, we propose a method to facilitate and accelerate HIV-1 bNAbs discovery from non-selected immune repertoires. | |||||||||
History |
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Structure visualization
Supplemental images |
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Downloads & links
-EMDB archive
Map data | ![]() | 154.2 MB | ![]() | |
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Header (meta data) | ![]() ![]() | 18 KB 18 KB | Display Display | ![]() |
FSC (resolution estimation) | ![]() | 16.1 KB | Display | ![]() |
Images | ![]() | 28.9 KB | ||
Filedesc metadata | ![]() | 6.4 KB | ||
Others | ![]() ![]() | 151.8 MB 151.8 MB | ||
Archive directory | ![]() ![]() | HTTPS FTP |
-Validation report
Summary document | ![]() | 1.1 MB | Display | ![]() |
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Full document | ![]() | 1.1 MB | Display | |
Data in XML | ![]() | 18.1 KB | Display | |
Data in CIF | ![]() | 23.2 KB | Display | |
Arichive directory | ![]() ![]() | HTTPS FTP |
-Related structure data
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Links
EMDB pages | ![]() ![]() |
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Map
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Projections & slices | Image control
Images are generated by Spider. generated in cubic-lattice coordinate | ||||||||||||||||||||||||||||||||||||
Voxel size | X=Y=Z: 0.73277 Å | ||||||||||||||||||||||||||||||||||||
Density |
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Symmetry | Space group: 1 | ||||||||||||||||||||||||||||||||||||
Details | EMDB XML:
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-Supplemental data
-Half map: #1
File | emd_19665_half_map_1.map | ||||||||||||
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Projections & Slices |
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Density Histograms |
-Half map: #2
File | emd_19665_half_map_2.map | ||||||||||||
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Projections & Slices |
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Density Histograms |
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Sample components
-Entire : Envelope glycoprotein Human immunodeficiency virus 1 with Fab
Entire | Name: Envelope glycoprotein Human immunodeficiency virus 1 with Fab |
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Components |
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-Supramolecule #1: Envelope glycoprotein Human immunodeficiency virus 1 with Fab
Supramolecule | Name: Envelope glycoprotein Human immunodeficiency virus 1 with Fab type: complex / ID: 1 / Parent: 0 / Macromolecule list: #1-#4 |
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Source (natural) | Organism: HIV whole-genome vector AA1305#18 (others) |
Molecular weight | Theoretical: 400 kDa/nm |
-Macromolecule #1: variable heavy chain
Macromolecule | Name: variable heavy chain / type: protein_or_peptide / ID: 1 / Number of copies: 1 / Enantiomer: LEVO |
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Source (natural) | Organism: ![]() |
Molecular weight | Theoretical: 23.951986 KDa |
Recombinant expression | Organism: ![]() |
Sequence | String: QVHVMQSGDQ VKKPGASVQV SCTTSGSSFI EDSLHWIQQV PGQEPEWLGW VNPRHGAVNY SWKIRDRITM TRDISKSTMY VQMRGLQSD DTAMYYCAKS RRGANWALYW GWGTRITVSS ASTKGPSVFP LAPSSKSTSG GTAALGCLVK DYFPEPVTVS W NSGALTSG ...String: QVHVMQSGDQ VKKPGASVQV SCTTSGSSFI EDSLHWIQQV PGQEPEWLGW VNPRHGAVNY SWKIRDRITM TRDISKSTMY VQMRGLQSD DTAMYYCAKS RRGANWALYW GWGTRITVSS ASTKGPSVFP LAPSSKSTSG GTAALGCLVK DYFPEPVTVS W NSGALTSG VHTFPAVLQS SGLYSLSSVV TVPSSSLGTQ TYICNVNHKP SNTKVDKKVE PK |
-Macromolecule #2: variable light chain
Macromolecule | Name: variable light chain / type: protein_or_peptide / ID: 2 / Number of copies: 1 / Enantiomer: LEVO |
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Source (natural) | Organism: ![]() |
Molecular weight | Theoretical: 22.257809 KDa |
Recombinant expression | Organism: ![]() |
Sequence | String: DIQLTQSPSY LAASVGDRVT ITCRESNDLN WYLQRPGKPP KLLISGASKL ERGVPSRFRG SSSGSLTISG LQPEDIGTYY CQVFEFFGG GTRVDIKRTV AAPSVFIFPP SDEQLKSGTA SVVCLLNNFY PREAKVQWKV DNALQSGNSQ ESVTEQDSKD S TYSLSSTL ...String: DIQLTQSPSY LAASVGDRVT ITCRESNDLN WYLQRPGKPP KLLISGASKL ERGVPSRFRG SSSGSLTISG LQPEDIGTYY CQVFEFFGG GTRVDIKRTV AAPSVFIFPP SDEQLKSGTA SVVCLLNNFY PREAKVQWKV DNALQSGNSQ ESVTEQDSKD S TYSLSSTL TLSKADYEKH KVYACEVTHQ GLSSPVTKSF NRGEC |
-Macromolecule #3: Envelope glycoprotein gp120
Macromolecule | Name: Envelope glycoprotein gp120 / type: protein_or_peptide / ID: 3 Details: Envelope glycoprotein gp120|Human immunodeficiency virus 1 Number of copies: 3 / Enantiomer: LEVO |
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Source (natural) | Organism: HIV whole-genome vector AA1305#18 (others) |
Molecular weight | Theoretical: 49.558484 KDa |
Recombinant expression | Organism: ![]() |
Sequence | String: AENLWVTVYY GVPVWKDAET TLFCASDHNV WATHACVPTD PNPQEIHLEN VTEEFNMWKN NMVEQMHTDI ISLWDQSLKP CVKLTPLCV TLQCTNVTNN ITDDMRGELK NCSFNMTTEL RDKKQKVYSL FYRLDVVQIK EYRLINCNTS ACTQACPKVS F EPIPIHYC ...String: AENLWVTVYY GVPVWKDAET TLFCASDHNV WATHACVPTD PNPQEIHLEN VTEEFNMWKN NMVEQMHTDI ISLWDQSLKP CVKLTPLCV TLQCTNVTNN ITDDMRGELK NCSFNMTTEL RDKKQKVYSL FYRLDVVQIK EYRLINCNTS ACTQACPKVS F EPIPIHYC APAGFAILKC KDKKFNGTGP CPSVSTVQCT HGIKPVVSTQ LLLNGSLAEE EVMIRSENIT NNAKNILVQF NT PVQINCT RPNNNTRKSI RIGPGQAFYA TGDIIGDIRQ AHCNVSKATW NETLGKVVKQ LRKHFGNNTI IRFANSSGGD LEV TTHSFN CGGEFFYCNT SGLFNSTWIS NSNDSITLPC RIKQIINMWQ RIGQCMYAPP IQGVIRCVSN ITGLILTRDG GSTN STTET FRPGGGDMRD NWRSELYKYK VVKIEPLGVA PTRCKR |
-Macromolecule #4: Envelope glycoprotein gp41
Macromolecule | Name: Envelope glycoprotein gp41 / type: protein_or_peptide / ID: 4 / Number of copies: 3 / Enantiomer: LEVO |
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Source (natural) | Organism: HIV whole-genome vector AA1305#18 (others) |
Molecular weight | Theoretical: 14.561529 KDa |
Recombinant expression | Organism: ![]() |
Sequence | String: AVGIGAVFLG FLGAAGSTMG AASMTLTVQA RNLLSTVWGI KQLQARVLAV ERYLRDQQLL GIWGCSGKLI CCTNVPWNSS WSNRNLSEI WDNMTWLQWD KEISNYTQII YGLLEESQNQ QEKNEQDLLA L |
-Macromolecule #8: 2-acetamido-2-deoxy-beta-D-glucopyranose
Macromolecule | Name: 2-acetamido-2-deoxy-beta-D-glucopyranose / type: ligand / ID: 8 / Number of copies: 17 / Formula: NAG |
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Molecular weight | Theoretical: 221.208 Da |
Chemical component information | ![]() ChemComp-NAG: |
-Experimental details
-Structure determination
Method | cryo EM |
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![]() | single particle reconstruction |
Aggregation state | particle |
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Sample preparation
Concentration | 2 mg/mL |
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Buffer | pH: 6 |
Grid | Model: EMS Lacey Carbon / Material: COPPER / Mesh: 300 / Pretreatment - Type: PLASMA CLEANING |
Vitrification | Cryogen name: ETHANE / Chamber humidity: 80 % / Instrument: FEI VITROBOT MARK IV |
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Electron microscopy
Microscope | FEI TITAN KRIOS |
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Image recording | Film or detector model: FEI FALCON IV (4k x 4k) / Number grids imaged: 4 / Number real images: 15163 / Average electron dose: 39.89 e/Å2 |
Electron beam | Acceleration voltage: 300 kV / Electron source: ![]() |
Electron optics | Illumination mode: OTHER / Imaging mode: OTHER / Nominal defocus max: 2.4 µm / Nominal defocus min: 0.9 µm / Nominal magnification: 165000 |
Sample stage | Specimen holder model: FEI TITAN KRIOS AUTOGRID HOLDER |
Experimental equipment | ![]() Model: Titan Krios / Image courtesy: FEI Company |
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Image processing
-Atomic model buiding 1
Refinement | Space: REAL / Protocol: OTHER |
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Output model | ![]() PDB-8s2e: |