The QTY Code is a design method to transform membrane proteins that are intrinsically insoluble in water into variants with water solubility, while retaining their structure and function.
Similar structures of amino acids
editThe QTY Code is based on two key molecular structural facts: 1) all 20 natural amino acids are found in alpha-helices regardless of their chemical properties, although some amino acids have a higher propensity to form an alpha-helix; and, 2) several amino acids share striking structural similarities despite their very different chemical properties. These may be paired as: Glutamine (Q) vs Leucine (L); Threonine (T) vs Valine (V) and Isoleucine (I); and Tyrosine (Y) vs Phenylalanine (F).[1][2]
The QTY Code systematically replaces water-insoluble amino acids (L, V, I and F) with water-soluble amino acids (Q, T and Y) in transmembrane alpha-helices.[3] Thus, its application to membrane proteins changes the water-insoluble form of membrane proteins into water-soluble variants.[3][4] The QTY Code was specifically conceived to render G protein-coupled receptors (GPCRs) into a water-soluble form. Despite substantial transmembrane domain changes, the QTY variants of GPCRs maintain stable structure and ligand binding activities.[3][4][5][6][7]
Hydrogen bond interactions between water and the amino acids
editThe side chain of glutamine (Q) can form 4 hydrogen bonds with 4 water molecules. There are 2 hydrogen donors from nitrogen and 2 hydrogen acceptors for oxygen. The –OH group of threonine (T) and tyrosine (Y) can form 3 hydrogen bonds with 3 water molecules (2 H-acceptors and 1 H-donor).[1] Color code: Green = carbon, red = oxygen, blue = nitrogen, gray = hydrogen, yellow disks = hydrogen bonds.
Three types of alpha-helices and with nearly identical molecular structure
editThere are 3 types of alpha-helices and with nearly identical molecular structure, namely: a) 1.5Å per amino acid rise, b) 100˚ per amino acid turn, c) 3.6 amino acids and 360˚ per helical turn, and d) 5.4Å per helical turn. The 3 types of alpha-helices are: 1) mostly hydrophobic amino acids including Leucine (L), Isoleucine (I), Valine (V), Phenylalanine (F), Methionine (M) and Alanine (A) that are commonly found as the helical transmembrane segments in membrane proteins; 2) mostly hydrophilic amino acids including Aspartic acid (D), Glutamic acid (E), Glutamine (Q), Lysine (K), Arginine (R), Serine (S), Threonine (T), Tyrosine (Y) that are commonly found on the out layer in water-soluble globular proteins; 3) mixed hydrophobic and hydrophilic amino acids that are partitioned in 2 faces: hydrophobic face and hydrophilic face, in an analogy, like our fingers with front and back. These alpha-helices sometimes attach to surface of membrane lipid bilayer, or partially buried to the hydrophobic core and partially close to the surface of water-soluble globular proteins.[2]
The QTY code
editThe QTY Code is likely universally applicable and also reversible, namely, Q changes to L, T changes to V and I, and Y changes to F. The QTY Code has been successful in designing many water-soluble variants of chemokine receptors and cytokine receptors. The QTY Code may likely be successfully applied to other water-insoluble aggregated proteins. The QTY Code is robust and straightforward: it is the simplest tool to carry out membrane protein design without sophisticated computer algorithms. Thus, it can be used broadly. The QTY Code has implications for designing additional GPCRs and other membrane proteins including cytokine receptors that are directly involved in cytokine storm syndrome.[3][4][5][6][7]
The QTY Code has also been applied to cytokine receptor water-soluble variants with the aim of combatting the cytokine storm syndrome (also called cytokine release syndrome) suffered by cancer patients receiving CAR-T therapy. This therapeutic application may be equally applicable to severely infected COVID-19 patients, for whom cytokine storms often lead to death.[7]
References
edit- ^ a b Stryer, Lubert (January 1, 1981). Biochemistry (2 ed.). W.H. Freeman and Company.
- ^ a b Branden, Carl Ivar; Tooze, John (January 1, 1999). Introduction to Protein Structure (2 ed.). Garland Science. ISBN 9780815323051.
- ^ a b c d Zhang, Shuguang; Tao, Fei; Qing, Rui; Tang, Hongzhi; Skuhersky, Michael; Corin, Karolina; Tegler, Lotta; Wassie, Asmamaw; Wassie, Brook; Kwon, Yongwon; Suter, Bernhard; Entzian, Clemens; Schubert, Thomas; Yang, Ge; Labahn, Jörg; Kubicek, Jan; Maertens, Barbara (September 11, 2018). "QTY code enables design of detergent-free chemokine receptors that retain ligand-binding activities". PNAS. 115 (37): E8652–E8659. Bibcode:2018PNAS..115E8652Z. doi:10.1073/pnas.1811031115. PMC 6140526. PMID 30154163.
- ^ a b c Qing, Rui; Skuhersky, Michael; Chung, Haeyoon; Badr, Myriam; Schubert, Thomas; Zhang, Shuguang (December 17, 2019). "QTY code designed thermostable and water-soluble chimeric chemokine receptors with tunable ligand affinity". PNAS. 116 (51): 25668–25676. Bibcode:2019PNAS..11625668Q. doi:10.1073/pnas.1909026116. PMC 6926000. PMID 31776256.
- ^ a b Hao, Shilei; Jin, David; Zhang, Shuguang; Qing, Rui (9 April 2020). "QTY Code-designed Water-soluble Fc-fusion Cytokine Receptors Bind to their Respective Ligands". QRB Discovery. 1: e4. doi:10.1017/qrd.2020.4. PMC 7419741. PMID 34192260.
- ^ a b Tegler, Lotta; Corin, Karolina; Pick, Horst; Brookes, Jennifer; Skuhersky, Michael; Vogel, Horst; Zhang, Shuguang (7 December 2020). "The G protein coupled receptor CXCR4 designed by the QTY code becomes more hydrophilic and retains cell signaling activity". Scientific Reports. 10 (1): 21371. Bibcode:2020NatSR..1021371T. doi:10.1038/s41598-020-77659-x. PMC 7721705. PMID 33288780.
- ^ a b c Qing, Rui; Tao, Fei; Chatterjee, Pranam; Yang, Gaojie; Han, Qiuyi; Chung, Haeyoon; Ni, Jun; Suter, Bernhard; Kubicek, Jan; Maertens, Barbara; Schubert, Thomas; Blackburn, Camron; Zhang, Shuguang (18 December 2020). "Non-full-length Water-Soluble CXCR4QTY and CCR5QTY Chemokine Receptors: Implication for Overlooked Truncated but Functional Membrane Receptors". iScience. 23 (12): 101670. Bibcode:2020iSci...23j1670Q. doi:10.1016/j.isci.2020.101670. PMC 7756140. PMID 33376963.
Further reading
edit- Hung, Chien-Lun; Kuo, Yun-Hsuan; Lee, Su Wei; Chiang, Yun-Wei (2021). "Protein Stability Depends Critically on the Surface Hydrogen-Bonding Network: A Case Study of Bid Protein". The Journal of Physical Chemistry B. 125 (30): 8373–8382. doi:10.1021/acs.jpcb.1c03245. PMID 34314184. S2CID 236472005.
- Zayni, Sonja; Damiati, Samar; Moreno-Flores, Susana; Amman, Fabian; Hofacker, Ivo; Jin, David; Ehmoser, Eva-Kathrin (2021). "Enhancing the Cell-Free Expression of Native Membrane Proteins by in Silico Optimization of the Coding Sequence—An Experimental Study of the Human Voltage-Dependent Anion Channel". Membranes. 11 (10): 741. doi:10.3390/membranes11100741. PMC 8540592. PMID 34677509.
- Root-Bernstein, Robert; Churchill, Beth (2021). "Co-Evolution of Opioid and Adrenergic Ligands and Receptors: Shared, Complementary Modules Explain Evolution of Functional Interactions and Suggest Novel Engineering Possibilities". Life. 11 (11): 1217. Bibcode:2021Life...11.1217R. doi:10.3390/life11111217. PMC 8623292. PMID 34833093.
- Vorobieva, Anastassia Andreevna (2021). "Principles and Methods in Computational Membrane Protein Design". Journal of Molecular Biology. 433 (20): 167154. doi:10.1016/j.jmb.2021.167154. PMID 34271008. S2CID 236001242.
- Martin, Joseph; Sawyer, Abigail (2019). "Elucidating the structure of membrane proteins". BioTechniques. 66 (4): 167–170. doi:10.2144/btn-2019-0030. PMID 30987442. S2CID 149754025.
- Tegler, Lotta; Corin, Karolina; Pick, Horst; Brookes, Jennifer; Skuhersky, Michael; Vogel, Horst; Zhang, Shuguang (2020). "The G protein coupled receptor CXCR4 designed by the QTY code becomes more hydrophilic and retains cell signaling activity". Scientific Reports. 10 (1) 21371. Bibcode:2020NatSR..1021371T. doi:10.1038/s41598-020-77659-x. PMC 7721705. PMID 33288780.
- Tao, Fei; Tang, Hongzhi; Zhang, Shuguang; Li, Mengke; Xu, Ping (2022). "Enabling QTY Server for Designing Water-Soluble α-Helical Transmembrane Proteins". mBio. 13 (1): e0360421. doi:10.1128/mbio.03604-21. PMC 8764525. PMID 35038913.
- Smorodina, Eva; Tao, Fei; Qing, Rui; Jin, David; Yang, Steve; Zhang, Shuguang (2022). "Comparing 2 crystal structures and 12 AlphaFold2-predicted human membrane glucose transporters and their water-soluble QTY variants". QRB Discovery. 3 (e5): 1–11. doi:10.1017/qrd.2022.6. hdl:10852/101308.
- Smorodina, Eva; Diankin, Igor; Tao, Fei; Qing, Rui; Yang, Steve; Zhang, Shuguang (2022). "Structural informatic study of determined and AlphaFold2 predicted molecular structures of 13 human solute carrier transporters and their water-soluble QTY variants". Scientific Reports. 12 20103. Bibcode:2022NatSR..1220103S. doi:10.1038/s41598-022-23764-y. PMC 9684436.
- Zhang, Shuguang; Egli, Martin (2022). "Hiding in plain sight: three chemically distinct α-helix types". Quarterly Reviews of Biophysics. 55 (e7): e7. doi:10.1017/S0033583522000063. PMID 35722863.
- Qing, Rui; Hao, Shilei; Smorodina, Eva; Jin, David; Zalevsky, Arthur; Zhang, Shuguang (2022). "Protein Design: From the Aspect of Water Solubility and Stability". Chemical Reviews. 122 (18): 14085–14179. doi:10.1021/acs.chemrev.1c00757. hdl:10852/100513. PMID 35921495.
- Meng, Run; Hao, Shilei; Sun, Changfa; Hou, Zongkun; Hou, Yao; Wang, Lili; Deng, Peiying; Deng, Jia; Yang, Yaying; Xia, Haijian; Wang, Bochu; Qing, Rui; Zhang, Shuguang (2023). "Reverse-QTY code design of active human serum albumin self-assembled amphiphilic nanoparticles for effective anti-tumor drug doxorubicin release in mice". Proceedings of the National Academy of Sciences. 120 (21): e220173120. Bibcode:2023PNAS..12020173M. doi:10.1073/pnas.2220173120. PMC 10214157. PMID 37186820.
- Qing, Rui; Xue, Mantian; Zhao, Jiayuan; Wu, Lidong; Breitwieser, Andreas; Smorodina, Eva; Schubert, Thomas; Azzellino, Giovanni; Jin, David; Kong, Jing; Palacios, Tomás; Sleytr, Uwe B.; Zhang, Shuguang (2023). "Scalable biomimetic sensing system with membrane receptor dual-monolayer probe and graphene transistor arrays". Science Advances. 9 (29): eadf1402. Bibcode:2023SciA....9F1402Q. doi:10.1126/sciadv.adf1402. PMC 10361598. PMID 37478177.
- Sajeev-Sheeja, Akash; Smorodina, Eva; Zhang, Shuguang (2023). "Structural bioinformatics studies of bacterial outer membrane beta-barrel transporters and their AlphaFold2 predicted water-soluble QTY variants". PLOS ONE. 18 (8): e0290360. Bibcode:2023PLoSO..1890360S. doi:10.1371/journal.pone.0290360. PMC 10443868. PMID 37607179.
- Li, Mengke; Wang, Yanze; Tao, Fei; Xu, Ping; Zhang, Shuguang (2023). "QTY code designed antibodies for aggregation prevention: A structural bioinformatic and computational study". Proteins: Structure, Function, and Bioinformatics. 92 (2): 206–218. doi:10.1002/prot.26603. PMID 37795805.
- Li, Mengke; Qing, Rui; Tao, Fei; Xu, Ping; Zhang, Shuguang (2023). "Dynamic Dimerization of Chemokine Receptors and Potential Inhibitory Role of Their Truncated Isoforms Revealed through Combinatorial Prediction". International Journal of Molecular Sciences. 24 (22): 16266. doi:10.3390/ijms242216266. PMC 10671024. PMID 38003455.
- Li, Mengke; Qing, Rui; Tao, Fei; Xu, Ping; Zhang, Shuguang (2024). "Inhibitory effect of truncated isoforms on GPCR dimerization predicted by combinatorial computational strategy". Computational and Structural Biotechnology Journal. 23: 278–286. doi:10.1016/j.csbj.2023.12.008. PMC 10762321. PMID 38173876.
- Pan, Emily; Tao, Fei; Smorodina, Eva; Zhang, Shuguang (2024). "Structural bioinformatics studies of six human ABC transporters and their AlphaFold2-predicted water-soluble QTY variants". QRB Discovery. 5: e1. doi:10.1017/qrd.2024.2. PMC 10988169. PMID 38577032.
- Li, Mengke; Tang, Hongzhi; Qing, Rui; Wang, Yanze; Liu, Jiongqin; Wang, Rui; Lyu, Shan; Ma, Lina; Xu, Ping; Zhang, Shuguang; Tao, Fei (2024). "Design of a water-soluble transmembrane receptor kinase with intact molecular function by QTY code". Nature Communications. 15 (1) 4293. Bibcode:2024NatCo..15.4293L. doi:10.1038/s41467-024-48513-9. PMC 11164701. PMID 38858360.