The DOI matches its Crossref record; 75 of the 75 references it cites were found in a registry or an index.
mPPases create a conserved anionic membrane fingerprint as identified via multi-scale simulations
Open accessPublished version of a preprint
Abstract
Membrane-integral pyrophosphatases (mPPases) are membrane-bound enzymes responsible for hydrolysing inorganic pyrophosphate and translocating a cation across the membrane. Their function is essential for the infectivity of clinically relevant protozoan parasites and plant maturation. Recent developments have indicated that their mechanism is more complicated than previously thought and that the membrane environment may be important for their function. In this work, we use multiscale molecular dynamics simulations to demonstrate for the first time that mPPases form specific anionic lipid interactions at 4 sites at the distal and interfacial regions of the protein. These interactions are conserved in simulations of the mPPases from Thermotoga maritima , Vigna radiata and Clostridium leptum and characterised by interactions with positive residues on helices 1, 2, 3 and 4 for the distal site, or 9, 10, 13 and 14 for the interfacial site. Due to the importance of these helices in protein stability and function, these lipid interactions may play a crucial role in the mPPase mechanism and enable future structural and functional studies.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Figures




Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
VMD: visual molecular dynamics
Humphrey, W., Dalke, A., & Schulten, K. (1996) · Journal of Molecular Graphics · doi:10.1016/0263-7855(96)00018-5 · Cited by 66,952
Highly accurate protein structure prediction with AlphaFold
Jumper, J., Evans, R., Pritzel, A., Green, T., Figurnov, M., Ronneberger, O., Tunyasuvunakool, K., Bates, R., Žídek, A., Potapenko, A., et al. (2021) · Nature · doi:10.1038/s41586-021-03819-2 · Cited by 43,764
GROMACS: Fast, flexible, and free
Van Der Spoel, D., Lindahl, E., Hess, B., Groenhof, G., Mark, A. E., & Berendsen, H. J. C. (2005) · Journal of Computational Chemistry · doi:10.1002/jcc.20291 · Cited by 19,182
CHARMM: The biomolecular simulation program
Brooks, B. R., Brooks, C. L., MacKerell, A. D., Nilsson, L., Petrella, R. J., Roux, B., Won, Y., Archontis, G., Bartels, C., Boresch, S., et al. (2009) · Journal of Computational Chemistry · doi:10.1002/jcc.21287 · Cited by 9,173
Electrostatics of nanosystems: Application to microtubules and the ribosome
Baker, N., Sept, D., Joseph, S., Holst, M., & McCammon, J. A. (2001) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.181342398 · Cited by 7,125
Comparative Protein Structure Modeling Using Modeller
Eswar, N., Webb, B., Martí-Renom, M. A., Madhusudhan, M. S., Eramian, D., Shen, M., Pieper, U., & Šali, A. (2006) · Current Protocols in Bioinformatics · doi:10.1002/0471250953.bi0506s15 · Cited by 4,709
Comparative Protein Structure Modeling Using MODELLER
Webb, B., & Šali, A. (2016) · Current Protocols in Bioinformatics · doi:10.1002/cpbi.3 · Cited by 4,497
PDB2PQR: an automated pipeline for the setup of Poisson-Boltzmann electrostatics calculations
Dolinsky, T. J., Nielsen, J. E., McCammon, J. A., & Baker, N. (2004) · Nucleic Acids Research · doi:10.1093/nar/gkh381 · Cited by 3,517
Ballesteros, J. A., & Weinstein, H. (1995) · Methods in neurosciences · doi:10.1016/s1043-9471(05)80049-7 · Cited by 3,001
The MARTINI Coarse-Grained Force Field: Extension to Proteins
Monticelli, L., Kandasamy, S. K., Périole, X., Larson, R. G., Tieleman, D. P., & Marrink, . J. (2008) · Journal of Chemical Theory and Computation · doi:10.1021/ct700324x · Cited by 2,521
Membrane protein structure prediction
von HEIJNE, G. (1992) · Journal of Molecular Biology · doi:10.1016/0022-2836(92)90934-c · Cited by 1,686
Bacterial membrane lipids: diversity in structures and pathways
Sohlenkamp, C., & Geiger, O. (2015) · FEMS Microbiology Reviews · doi:10.1093/femsre/fuv008 · Cited by 1,193
Wassenaar, T. A., Ingólfsson, H. I., Böckmann, R. A., Tieleman, D. P., & Marrink, S. J. (2015) · Journal of Chemical Theory and Computation · doi:10.1021/acs.jctc.5b00209 · Cited by 1,174
High-Resolution Comparative Modeling with RosettaCM
Song, Y., DiMaio, F., Wang, R. Y., Kim, D. E., Miles, C., Brunette, T., Thompson, J., & Baker, D. A. (2013) · Structure · doi:10.1016/j.str.2013.08.005 · Cited by 1,102
Wassenaar, T. A., Pluháčková, K., Böckmann, R. A., Marrink, . J., & Tieleman, D. P. (2013) · Journal of Chemical Theory and Computation · doi:10.1021/ct400617g · Cited by 727
Emerging Diversity in Lipid–Protein Interactions
Corradi, V., Sejdiu, B. I., Mesa-Galloso, H., Abdizadeh, H., Noskov, S. Y., Marrink, S. J., & Tieleman, D. P. (2019) · Chemical Reviews · doi:10.1021/acs.chemrev.8b00451 · Cited by 459
Arabidopsis H + -PPase AVP1 Regulates Auxin-Mediated Organ Development
Li, J., Yang, H., Peer, W. A., Richter, G. L., Blakeslee, J. J., Bandyopadhyay, A., Titapiwantakun, B., Undurraga, S. F., Khodakovskaya, M. V., Richards, E. L., et al. (2005) · Science · doi:10.1126/science.1115711 · Cited by 412
Cardiolipin: a proton trap for oxidative phosphorylation
Haines, T. H., & Dencher, N. A. (2002) · FEBS Letters · doi:10.1016/s0014-5793(02)03292-1 · Cited by 404
The role of interfacial lipids in stabilizing membrane protein oligomers
Gupta, K., Donlan, J. A. C., Hopper, J. T. S., Uzdavinys, P., Landreh, M., Struwe, W. B., Drew, D., Baldwin, A. J., Stansfeld, P. J., & Robinson, C. V. (2017) · Nature · doi:10.1038/nature20820 · Cited by 401
The styrene–maleic acid copolymer: a versatile tool in membrane research
Dörr, J. M., Scheidelaar, S., Koorengevel, M. C., Pardo, J. J. D., Schäfer, M., van Walree, C. A., & Killian, J. A. (2015) · European Biophysics Journal · doi:10.1007/s00249-015-1093-y · Cited by 400
Overcoming barriers to membrane protein structure determination
Bill, R. M., Henderson, P. J. F., Iwata, S., Kunji, E. R. S., Michel, H., Neutze, R., Newstead, S. L., Poolman, B., Tate, C. G., & Vogel, H. (2011) · Nature Biotechnology · doi:10.1038/nbt.1833 · Cited by 384
Lipid–Protein Interactions Are Unique Fingerprints for Membrane Proteins
Corradi, V., Mendez-Villuendas, E., Ingólfsson, H. I., Gu, R., Siuda, I., Melo, M. N., Moussatova, A., DeGagné, L. J., Sejdiu, B. I., Singh, G., et al. (2018) · ACS Central Science · doi:10.1021/acscentsci.8b00143 · Cited by 359
Pyrobaculum aerophilum sp. nov., a novel nitrate-reducing hyperthermophilic archaeum
V�lkl, P., Huber, R., Drobner, E., Rachel, R., Burggraf, S., Trincone, A., & STETTER, K. O. (1993) · Applied and Environmental Microbiology · doi:10.1128/aem.59.9.2918-2926.1993 · Cited by 291
SYMPOSIUM REVIEW: Phosphoinositides: lipid regulators of membrane proteins
Falkenburger, B. H., Jensen, J. B., Dickson, E. J., Suh, B., & Hille, B. (2010) · The Journal of Physiology · doi:10.1113/jphysiol.2010.192153 · Cited by 251
Song, W., Corey, R. A., Ansell, T. B., Cassidy, C. K., Horrell, M. R., Duncan, A. L., Stansfeld, P. J., & Sansom, M. S. P. (2022) · Journal of Chemical Theory and Computation · doi:10.1021/acs.jctc.1c00708 · Cited by 197
Yoshida, S., & Uemura, M. (1986) · PLANT PHYSIOLOGY · doi:10.1104/pp.82.3.807 · Cited by 195
Studer, G., Biasini, M., & Schwede, T. F. (2014) · Bioinformatics · doi:10.1093/bioinformatics/btu457 · Cited by 185
Evidence for Cardiolipin Binding Sites on the Membrane-Exposed Surface of the Cytochrome bc 1
Arnarez, C., Mazat, J., Elezgaray, J., Marrink, . J., & Périole, X. (2013) · Journal of the American Chemical Society · doi:10.1021/ja310577u · Cited by 164
Non-covalent binding of membrane lipids to membrane proteins
Yèagle, P. L. (2013) · Biochimica et Biophysica Acta (BBA) - Biomembranes · doi:10.1016/j.bbamem.2013.11.009 · Cited by 157
Crystal structure of a membrane-embedded H+-translocating pyrophosphatase
Lin, S.-M., Tsai, J.-Y., Hsiao, C.-D., Huang, Y.-T., Chiu, C.-L., Liu, M.-H., Tung, J.-Y., Liu, T.-H., Pan, R.-L., & Sun, Y.-J. (2012) · Nature · doi:10.1038/nature10963 · Cited by 156
Crystallogenesis of Membrane Proteins Mediated by Polymer-Bounded Lipid Nanodiscs
Broecker, J., Eger, B. T., & Ernst, O. P. (2017) · Structure · doi:10.1016/j.str.2016.12.004 · Cited by 154
pH‐dissociation characteristics of cardiolipin and its 2′‐deoxy analogue
Kates, M., Syz, J., Gosser, D. K., & Haines, T. H. (1993) · Lipids · doi:10.1007/bf02537494 · Cited by 152
The Structure and Catalytic Cycle of a Sodium-Pumping Pyrophosphatase
Kellosalo, J., Kajander, T., Kogan, K., Pokharel, K., & Goldman, A. (2012) · Science · doi:10.1126/science.1222505 · Cited by 134
Self-citationProtein–phospholipid interplay revealed with crystals of a calcium pump
Norimatsu, Y., Hasegawa, K., Shimizu, N., & Toyoshima, C. (2017) · Nature · doi:10.1038/nature22357 · Cited by 134
Inorganic pyrophosphatases: One substrate, three mechanisms
Kajander, T., Kellosalo, J., & Goldman, A. (2013) · FEBS Letters · doi:10.1016/j.febslet.2013.05.003 · Cited by 127
Self-citationThe ionization properties of cardiolipin and its variants in model bilayers
Sathappa, M., & Alder, N. N. (2016) · Biochimica et Biophysica Acta (BBA) - Biomembranes · doi:10.1016/j.bbamem.2016.03.007 · Cited by 108
Caffrey, M., Li, D., & Dukkipati, A. (2012) · Biochemistry · doi:10.1021/bi300010w · Cited by 106
Ionization Constants pKa of Cardiolipin
Olofsson, G., & Sparr, E. (2013) · PLoS ONE · doi:10.1371/journal.pone.0073040 · Cited by 105
Lemercier, G., Dutoya, S., Luo, S., Ruiz, F. A., Rodrigues, C. O., Baltz, T., Docampo, R., & Bakalara, N. (2002) · Journal of Biological Chemistry · doi:10.1074/jbc.m204744200 · Cited by 103
Hedger, G., Koldsø, H., Chavent, M. G., Siebold, C., Rohatgi, R., & Sansom, M. S. P. (2018) · Structure · doi:10.1016/j.str.2018.11.003 · Cited by 100
Role of charged lipids in membrane structures — Insight given by simulations
Pöyry, S., & Vattulainen, I. (2016) · Biochimica et Biophysica Acta (BBA) - Biomembranes · doi:10.1016/j.bbamem.2016.03.016 · Cited by 95
Structure and function of membrane proteins encapsulated in a polymer-bound lipid bilayer
Pollock, N. L., Lee, S. C., Patel, J. H., Gulamhussein, A. A., & Rothnie, A. J. (2017) · Biochimica et Biophysica Acta (BBA) - Biomembranes · doi:10.1016/j.bbamem.2017.08.012 · Cited by 90
Multiscale Simulations Reveal Conserved Patterns of Lipid Interactions with Aquaporins
Stansfeld, P. J., Jefferys, E. E., & Sansom, M. S. P. (2013) · Structure · doi:10.1016/j.str.2013.03.005 · Cited by 84
Pyle, E., Kalli, A. C., Amillis, S., Hall, Z., Lau, A. M., Hanyaloglu, A. C., Diallinas, G., Byrne, B., & Politis, A. (2018) · Cell chemical biology · doi:10.1016/j.chembiol.2018.03.011 · Cited by 80
Self-citationHabeck, M., Haviv, H., Katz, A., Kapri-Pardes, E., Ayciriex, S., Shevchenko, A., Ogawa, H., Toyoshima, C., & KARLISH, S. J. D. (2014) · Journal of Biological Chemistry · doi:10.1074/jbc.m114.611384 · Cited by 78
Rodrigues, C. O., Scott, D. A., BAILEY, B. N., de Souza, W., Benchimol, M., Moreno, B., Urbina, J. A., Oldfield, E., & Moreno, S. N. J. (2000) · Biochemical Journal · doi:10.1042/bj3490737 · Cited by 76
Corey, R. A., Pyle, E., Allen, W. J., Watkins, D. W., Casiraghi, M., Miroux, B., Aréchaga, I., Politis, A., & Collinson, I. R. (2018) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1721536115 · Cited by 70
Luoto, H. H., Belogurov, G. A., Baykov, A. A., Lahti, R., & Malinen, A. M. (2011) · Journal of Biological Chemistry · doi:10.1074/jbc.m111.244483 · Cited by 61
Modeling of full-length Piezo1 suggests importance of the proximal N-terminus for dome structure
Chong, J., Vecchis, D. D., Hyman, A. J., Povstyan, O. V., Ludlow, M. J., Shi, J., Beech, D. J., & Kalli, A. C. (2021) · Biophysical Journal · doi:10.1016/j.bpj.2021.02.003 · Cited by 61
Self-citationLiu, J., Pace, D. A., Dou, Z., King, T., Guidot, D. M., Li, Z., Carruthers, V. B., & Moreno, S. N. J. (2014) · Molecular Microbiology · doi:10.1111/mmi.12685 · Cited by 59
Proton/sodium pumping pyrophosphatases: the last of the primary ion pumps
Tsai, J., Kellosalo, J., Sun, Y., & Goldman, A. (2014) · Current Opinion in Structural Biology · doi:10.1016/j.sbi.2014.03.007 · Cited by 57
Self-citationBiochemical, Structural and Physiological Characteristics of Vacuolar H+-Pyrophosphatase
Segami, S., Asaoka, M., Kinoshita, S. N., Fukuda, M., Nakanishi, Y., & Maeshima, M. (2018) · Plant and Cell Physiology · doi:10.1093/pcp/pcy054 · Cited by 54
Segami, S., Tomoyama, T., Sakamoto, S., Gunji, S., Fukuda, M., Kinoshita, S. N., Mitsuda, N., Ferjani, A., & Maeshima, M. (2018) · The Plant Cell · doi:10.1105/tpc.17.00911 · Cited by 53
Neutral Phospholipids Stimulate Na,K-ATPase Activity
Haviv, H., Habeck, M., Kanai, R., et al. (2013) · Journal of Biological Chemistry · doi:10.1074/jbc.m112.446997 · Cited by 50
Force Transduction and Lipid Binding in MscL: A Continuum-Molecular Approach
Vanegas, J. M., & Arroyo, M. (2014) · PLoS ONE · doi:10.1371/journal.pone.0113947 · Cited by 50
Li, K., Wilkinson, C., Kellosalo, J., Tsai, J., Kajander, T., Jeuken, L. J. C., Sun, Y., & Goldman, A. (2016) · Nature Communications · doi:10.1038/ncomms13596 · Cited by 49
Self-citationHaviv, H., Cohen, E., Lifshitz, Y., Tal, D. M., Goldshleger, R., & KARLISH, S. J. D. (2007) · Biochemistry · doi:10.1021/bi701248y · Cited by 47
Elazar, A., Weinstein, J. J., Prilusky, J., & Fleishman, S. J. (2016) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1605888113 · Cited by 46
Kalli, A. C., & Reithmeier, R. A. F. (2018) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1006284 · Cited by 46
Self-citationKalli, A. C., Sansom, M. S. P., & Reithmeier, R. A. F. (2015) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1004123 · Cited by 42
Self-citationThe polar lipids of Clostridium psychrophilum, an anaerobic psychrophile
Guan, Z., Tian, B., Perfumo, A., et al. (2013) · Biochimica et Biophysica Acta (BBA) - Molecular and Cell Biology of Lipids · doi:10.1016/j.bbalip.2013.02.004 · Cited by 32
Vidilaseris, K., Kiriazis, A., Turku, A., Khattab, A., Johansson, N. G., Leino, T. O., Kiuru, P. S., af Gennäs, G. B., Meri, S., Yli‐Kauhaluoma, J. T., et al. (2019) · Science Advances · doi:10.1126/sciadv.aav7574 · Cited by 28
Self-citationCecchetti, C., Strauss, J., Stohrer, C., Naylor, C. E., Pryor, E. E., Hobbs, J. R., Tanley, S. W. M., Goldman, A., & Byrne, B. (2021) · PLoS ONE · doi:10.1371/journal.pone.0254118 · Cited by 26
Self-citationShah, N. R., Wilkinson, C., Harborne, S. P. D., Turku, A., Li, K., Sun, Y., Harris, S. A., & Goldman, A. (2017) · Structural Dynamics · doi:10.1063/1.4978038 · Cited by 25
Self-citationRoles of the Hydrophobic Gate and Exit Channel in Vigna radiata Pyrophosphatase Ion Translocation
Tsai, J., Tang, K.-Z., Li, K., Hsu, B.-L., Chiang, Y., Goldman, A., & Sun, Y. (2019) · Journal of Molecular Biology · doi:10.1016/j.jmb.2019.03.009 · Cited by 23
Self-citationEvolutionarily divergent, Na+-regulated H+-transporting membrane-bound pyrophosphatases
Luoto, H. H., Nordbo, E., Malinen, A. M., Baykov, A. A., & Lahti, R. (2015) · Biochemical Journal · doi:10.1042/bj20141434 · Cited by 22
The Function of Membrane Integral Pyrophosphatases From Whole Organism to Single Molecule
Holmes, A. O. M., Kalli, A. C., & Goldman, A. (2019) · Frontiers in Molecular Biosciences · doi:10.3389/fmolb.2019.00132 · Cited by 22
Self-citationEvolutionary appearance of H+-translocating pyrophosphatases
Au, K. M., Barabote, R. D., Hu, K. Y., & Saier, M. H. (2006) · Microbiology · doi:10.1099/mic.0.28581-0 · Cited by 21
Artukka, E., Luoto, H. H., Baykov, A. A., Lahti, R., & Malinen, A. M. (2018) · Biochemical Journal · doi:10.1042/bcj20180071 · Cited by 19
Yoon, H., Kim, S.-Y., & Kim, I.-S. (2012) · Journal of Applied Genetics · doi:10.1007/s13353-012-0117-x · Cited by 17
Anashkin, V. A., Malinen, A. M., Bogachev, A. V., & Baykov, A. A. (2021) · International Journal of Molecular Sciences · doi:10.3390/ijms22189820 · Cited by 14
Energy Coupling in Cation-Pumping Pyrophosphatase—Back to Mitchell
Baykov, A. A. (2020) · Frontiers in Plant Science · doi:10.3389/fpls.2020.00107 · Cited by 12
IMPROvER: the Integral Membrane Protein Stability Selector
Harborne, S. P. D., Strauss, J., Boakes, J. C., Wright, D. L., Henderson, J. G., Boivineau, J., Jaakola, V., & Goldman, A. (2020) · Scientific Reports · doi:10.1038/s41598-020-71744-x · Cited by 8
Self-citationAn ion-transport enzyme that rocks
Sweadner, K. J. (2017) · Nature · doi:10.1038/nature22492 · Cited by 4
Takeda, Y., & Kasamo, K. (2002) · Biochimica et Biophysica Acta (BBA) - Biomembranes · doi:10.1016/s0005-2736(01)00404-7 · Cited by 3
Research works printed but not linked: 1
- W. DeLano, 2002, Pymol: An Open-Source Molecular Graphics Tool, CCP4 Newsl Protein Crystallogr, 40
Metadata
- Authors
- Holmes, A. O. M., Goldman, A., & Kalli, A. C.
- Affiliations
- University of Leeds (GB)
- Corresponding author
- Kalli, Antreas C.
- Venue
- PLOS Computational Biology
- Publisher
- Public Library of Science (PLoS)
- Published
- 2022-10-03
- Volume
- 18
- Issue
- 10
- Pages
- e1010578
- ISSN
- 1553-734X (ISSN-L)
- 1553-7358
- PMC
- PMC9560603
- OpenAlex
- W4300689053
- Cited by
- 3
- References
- 75
- Citations by year
- 2024: 3
- FWCI
- 0.24
- Type
- journal article
- Language
- en
- Update notices
- new_version (2022-10-13)
- Open access
- gold
- doi.org
- Licence
- Locations
- PLoS Computational Biology (publishedVersion, cc-by)
- bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- White Rose Research Online (University of Leeds, The University of Sheffield, University of York) (acceptedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Työväentutkimus Vuosikirja (submittedVersion)
- Funders
- Biotechnology and Biological Sciences Research Council (BB/M011151/1, BB/T006048/1)
- Academy of Finland (1322609)
- Engineering and Physical Sciences Research Council (EP/R029407/1)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Lipid Membrane Structure and Behavior
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Protein Structure and Dynamics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › ATP Synthase and ATPases Research
- Keywords
- protein-lipid interactions, membrane environment, pyrophosphate hydrolysis, cation transport, Thermotoga maritima, mungbean, Clostridium leptum, protozoan parasites, plant maturation, enzyme mechanism
- MeSH terms
- Cations, Cell Membrane, Lipids, Pyrophosphatases, Diphosphates
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.