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Open data
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Basic information
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| Title | Hemagglutinin CA09 homotrimer bound to AEL31302/AEL31311 Fab | |||||||||
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Sample |
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Keywords | antibody-antigen complex / hemagglutinin / IMMUNE SYSTEM-VIRAL PROTEIN complex | |||||||||
| Function / homology | Function and homology informationviral budding from plasma membrane / clathrin-dependent endocytosis of virus by host cell / host cell surface receptor binding / fusion of virus membrane with host plasma membrane / fusion of virus membrane with host endosome membrane / viral envelope / virion attachment to host cell / host cell plasma membrane / virion membrane / membrane Similarity search - Function | |||||||||
| Biological species | Homo sapiens (human) / Influenza A virus (A/California/01/2009(H1N1)) | |||||||||
| Method | single particle reconstruction / cryo EM / Resolution: 4.1 Å | |||||||||
Authors | Fernandez-Quintero ML / Turner HL | |||||||||
| Funding support | 1 items
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Citation | Journal: Nat Mach Intell / Year: 2025Title: Predicting the conformational flexibility of antibody and T cell receptor complementarity-determining regions. Authors: Fabian C Spoendlin / Monica L Fernández-Quintero / Sai S R Raghavan / Hannah L Turner / Anant Gharpure / Johannes R Loeffler / Wing K Wong / Alexander Bujotzek / Guy Georges / Andrew B Ward ...Authors: Fabian C Spoendlin / Monica L Fernández-Quintero / Sai S R Raghavan / Hannah L Turner / Anant Gharpure / Johannes R Loeffler / Wing K Wong / Alexander Bujotzek / Guy Georges / Andrew B Ward / Charlotte M Deane / ![]() Abstract: Many proteins are highly flexible and their ability to adapt their shape can be fundamental to their functional properties. For example, the flexibility of antibody complementarity-determining region ...Many proteins are highly flexible and their ability to adapt their shape can be fundamental to their functional properties. For example, the flexibility of antibody complementarity-determining region (CDR) loops influences binding affinity and specificity, making it a key factor in understanding and designing antigen interactions. With methods such as AlphaFold, it is possible to computationally predict a single, static protein structure with high accuracy. However, the reliable prediction of structural flexibility has not yet been achieved. A major factor limiting such predictions is the scarcity of suitable training data. Here we focus on predicting the structural flexibility of functionally important antibody and T cell receptor CDR3 loops. To this end, we constructed ALL-conformations by extracting CDR3s and CDR3-like loop motifs from all structures deposited in the Protein Data Bank. This dataset comprises 1.2 million loop structures representing more than 100,000 unique sequences and captures all experimentally observed conformations of these motifs. Using this dataset, we develop ITsFlexible, a deep learning tool with graph neural network architecture. We trained the model to binary classify CDR loops as 'rigid' or 'flexible' from inputs of antibody structures. ITsFlexible outperforms all alternative approaches on our crystal structure datasets and successfully generalizes to molecular dynamics simulations. We also used ITsFlexible to predict the flexibility of three CDRH3 loops with no solved structures and experimentally determined their conformations using cryogenic electron microscopy. | |||||||||
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Structure visualization
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Downloads & links
-EMDB archive
| Map data | emd_49043.map.gz | 398.5 MB | EMDB map data format | |
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| Header (meta data) | emd-49043-v30.xml emd-49043.xml | 20.8 KB 20.8 KB | Display Display | EMDB header |
| Images | emd_49043.png | 89.6 KB | ||
| Filedesc metadata | emd-49043.cif.gz | 7 KB | ||
| Others | emd_49043_half_map_1.map.gz emd_49043_half_map_2.map.gz | 391.9 MB 391.9 MB | ||
| Archive directory | http://ftp.pdbj.org/pub/emdb/structures/EMD-49043 ftp://ftp.pdbj.org/pub/emdb/structures/EMD-49043 | HTTPS FTP |
-Related structure data
| Related structure data | ![]() 9n5yMC ![]() 9n5zC M: atomic model generated by this map C: citing same article ( |
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| Similar structure data | Similarity search - Function & homology F&H Search |
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Links
| EMDB pages | EMDB (EBI/PDBe) / EMDataResource |
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| Related items in Molecule of the Month |
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Map
| File | Download / File: emd_49043.map.gz / Format: CCP4 / Size: 421.9 MB / Type: IMAGE STORED AS FLOATING POINT NUMBER (4 BYTES) | ||||||||||||||||||||||||||||||||||||
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| Projections & slices | Image control
Images are generated by Spider. | ||||||||||||||||||||||||||||||||||||
| Voxel size | X=Y=Z: 0.718 Å | ||||||||||||||||||||||||||||||||||||
| Density |
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| Symmetry | Space group: 1 | ||||||||||||||||||||||||||||||||||||
| Details | EMDB XML:
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-Supplemental data
-Half map: #2
| File | emd_49043_half_map_1.map | ||||||||||||
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| Projections & Slices |
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| Density Histograms |
-Half map: #1
| File | emd_49043_half_map_2.map | ||||||||||||
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| Density Histograms |
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Sample components
-Entire : Hemaggluinin CA09 homotrimer bound to AEL31302/AEL31311 mAb
| Entire | Name: Hemaggluinin CA09 homotrimer bound to AEL31302/AEL31311 mAb |
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| Components |
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-Supramolecule #1: Hemaggluinin CA09 homotrimer bound to AEL31302/AEL31311 mAb
| Supramolecule | Name: Hemaggluinin CA09 homotrimer bound to AEL31302/AEL31311 mAb type: complex / ID: 1 / Parent: 0 / Macromolecule list: #1-#3 |
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| Source (natural) | Organism: Homo sapiens (human) |
| Molecular weight | Theoretical: 330 KDa |
-Macromolecule #1: Fab light chain antibody AEL31302
| Macromolecule | Name: Fab light chain antibody AEL31302 / type: protein_or_peptide / ID: 1 / Number of copies: 3 / Enantiomer: LEVO |
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| Source (natural) | Organism: Homo sapiens (human) |
| Molecular weight | Theoretical: 25.910879 KDa |
| Recombinant expression | Organism: ![]() |
| Sequence | String: MGWSCIILFL VATATGVHSD IVMTQSPDSL AVSLGERATI NCRSSQSVSS NNKNFLAWYQ EKPGQPPKVL IYWASARESG VPDRFSGSG SGTDFTLTIS GLQAEDVAVY YCQQHYRTPP TFGQGTKVEI KRTVAAPSVF IFPPSDEQLK SGTASVVCLL N NFYPREAK ...String: MGWSCIILFL VATATGVHSD IVMTQSPDSL AVSLGERATI NCRSSQSVSS NNKNFLAWYQ EKPGQPPKVL IYWASARESG VPDRFSGSG SGTDFTLTIS GLQAEDVAVY YCQQHYRTPP TFGQGTKVEI KRTVAAPSVF IFPPSDEQLK SGTASVVCLL N NFYPREAK VQWKVDNALQ SGNSQESVTE QDSKDSTYSL SSTLTLSKAD YEKHKVYACE VTHQGLSSPV TKSFNRGEC |
-Macromolecule #2: Fab heavy antibody AEL31311
| Macromolecule | Name: Fab heavy antibody AEL31311 / type: protein_or_peptide / ID: 2 / Number of copies: 3 / Enantiomer: LEVO |
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| Source (natural) | Organism: Homo sapiens (human) |
| Molecular weight | Theoretical: 27.024441 KDa |
| Recombinant expression | Organism: ![]() |
| Sequence | String: MGWSCIILFL VATATGVHSQ VQLVQSGGGV VPPGRSLRLS CAASGFTFST YGMHWVRQAP GKGLEWVAVI SYDGNYKYYA DSVRGRFTI SRDNSKNTLN LDMNSLRTED TALYYCAKDS QLRSLLYFDW LSQGYFDHWG QGTLVTVSSA STKGPSVFPL A PSSKSTSG ...String: MGWSCIILFL VATATGVHSQ VQLVQSGGGV VPPGRSLRLS CAASGFTFST YGMHWVRQAP GKGLEWVAVI SYDGNYKYYA DSVRGRFTI SRDNSKNTLN LDMNSLRTED TALYYCAKDS QLRSLLYFDW LSQGYFDHWG QGTLVTVSSA STKGPSVFPL A PSSKSTSG GTAALGCLVK DYFPEPVTVS WNSGALTSGV HTFPAVLQSS GLYSLSSVVT VPSSSLGTQT YICNVNHKPS NT KVDKKVE PKSC |
-Macromolecule #3: Hemagglutinin
| Macromolecule | Name: Hemagglutinin / type: protein_or_peptide / ID: 3 / Number of copies: 6 / Enantiomer: LEVO |
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| Source (natural) | Organism: Influenza A virus (A/California/01/2009(H1N1)) |
| Molecular weight | Theoretical: 62.401727 KDa |
| Recombinant expression | Organism: Homo sapiens (human) |
| Sequence | String: GDTLCIGYHA NNSTDTVDTV LEKNVTVTHS VNLLEDKHNG KLCKLRGVAP LHLGKCNIAG WILGNPECES LSTASSWSYI VETPSSDNG TCYPGDFIDY EELREQLSSV SSFERFEIFP KTSSWPNHDS NKGVTAACPH AGAKSFYKNL IWLVKKGNSY P KLSKSYIN ...String: GDTLCIGYHA NNSTDTVDTV LEKNVTVTHS VNLLEDKHNG KLCKLRGVAP LHLGKCNIAG WILGNPECES LSTASSWSYI VETPSSDNG TCYPGDFIDY EELREQLSSV SSFERFEIFP KTSSWPNHDS NKGVTAACPH AGAKSFYKNL IWLVKKGNSY P KLSKSYIN DKGKEVLVLW GIHHPSTSAD QQSLYQNADT YVFVGSSRYS KKFKPEIAIR PKVRDQEGRM NYYWTLVEPG DK ITFEATG NLVVPRYAFA MERNAGSGII ISDTPVHDCN TTCQTPKGAI NTSLPFQNIH PITIGKCPKY VKSTKLRLAT GLR NIPSIQ SRGLFGAIAG FIEGGWTGMV DGWYGYHHQN EQGSGYAADL KSTQNAIDKI TNKVNSVIEK MNTQFTAVGK EFNH LEKRI ENLNKKVDDG FLDIWTYNAE LLVLLENERT LDYHDSNVKN LYEKVRSQLK NNAKEIGNGC FEFYHKCDNT CMESV KNGT YDYPKYSEEA KLNREEIDSG YIPEAPRDGQ AYVRKDGEWV LLSTFLGSGL NDIFEAQKIE WHEGHHHHHH UniProtKB: Hemagglutinin |
-Macromolecule #5: 2-acetamido-2-deoxy-beta-D-glucopyranose
| Macromolecule | Name: 2-acetamido-2-deoxy-beta-D-glucopyranose / type: ligand / ID: 5 / Number of copies: 15 / 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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Processing | single particle reconstruction |
| Aggregation state | particle |
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Sample preparation
| Concentration | 1.14 mg/mL |
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| Buffer | pH: 7.4 / Details: TBS |
| Grid | Model: Quantifoil R1.2/1.3 / Material: GOLD / Mesh: 300 / Support film - Material: GOLD / Support film - topology: HOLEY / Pretreatment - Type: GLOW DISCHARGE / Pretreatment - Time: 25 sec. |
| Vitrification | Cryogen name: ETHANE / Chamber humidity: 100 % / Chamber temperature: 277 K / Instrument: FEI VITROBOT MARK IV |
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Electron microscopy
| Microscope | TFS GLACIOS |
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| Image recording | Film or detector model: FEI FALCON IV (4k x 4k) / Average electron dose: 45.0 e/Å2 |
| Electron beam | Acceleration voltage: 200 kV / Electron source: FIELD EMISSION GUN |
| Electron optics | C2 aperture diameter: 50.0 µm / Illumination mode: FLOOD BEAM / Imaging mode: BRIGHT FIELD / Cs: 2.7 mm / Nominal defocus max: 1.6 µm / Nominal defocus min: 0.8 µm / Nominal magnification: 190000 |
| Sample stage | Specimen holder model: FEI TITAN KRIOS AUTOGRID HOLDER / Cooling holder cryogen: NITROGEN |
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Keywords
Homo sapiens (human)
Influenza A virus (A/California/01/2009(H1N1))
Authors
Citation










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Processing
FIELD EMISSION GUN