Anesthetic alterations of collective terahertz oscillations in tubulin correlate with clinical potency: implications for anesthetic action and post-operative cognitive dysfunction
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Anesthesia blocks consciousness and memory while sparing non-conscious brain activities. While the exact mechanisms of anesthetic action are unknown, the Meyer-Overton correlation provides a link between anesthetic potency and solubility in a lipid-like, non-polar medium. Anesthetic action is also related to an anesthetic’s hydrophobicity, permanent dipole, and polarizability, and is accepted to occur in lipid-like, non-polar regions within brain proteins. Generally the protein target for anesthetics is assumed to be neuronal membrane receptors and ion channels, however new evidence points to critical effects on intra-neuronal microtubules, a target of interest due to their potential role in post-operative cognitive dysfunction (POCD). Here we use binding site predictions on tubulin, the protein subunit of microtubules, with molecular docking simulations, quantum chemistry calculations, and theoretical modeling of collective dipole interactions in tubulin to investigate the effect of a group of gases including anesthetics, non-anesthetics, and anesthetic/convulsants on tubulin dynamics. We found that these gases alter collective terahertz dipole oscillations in a manner that is correlated with their anesthetic potency. Understanding anesthetic action may help reveal brain mechanisms underlying consciousness, and minimize POCD in the choice and development of anesthetics used during surgeries for patients suffering from neurodegenerative conditions with compromised cytoskeletal microtubules.
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A detailed quantum chemical modeling study found that potencies of several volatile anesthetics were predicted by their binding affinity to delocalized electron sites within tubulin subunits.
“Remarkably, a detailed quantum chemical modeling study found that the potencies of several volatile anesthetics were predicted by their binding affinity to delocalized electron sites within the tubulin subunits that make up MTs (Craddock et al. 2015, 2017).”
From A quantum microtubule substrate of consciousness is experimentally supported and solves the binding and epiphenomenalism problems (2025) · cites this paper as Craddock et al. 2017
The Methods and Results describe docking several anesthetics at sites on tubulin and using quantum-chemical modeling. But the Results link clinical potency (MAC) to modeled collective dipole-oscillation frequencies, not to binding affinity at delocalized-electron sites. The claimed basis for predicting potency is therefore unsupported. (LLM, conf=0.88)
Experimental — accuracy not yet measuredThese theoretical results essentially reproduce the Meyer-Overton correlation by assuming that anesthesia is primarily mediated by MTs.
“These theoretical results essentially reproduce the Meyer–Overton correlation by assuming that anesthesia is primarily mediated by MTs.”
From A quantum microtubule substrate of consciousness is experimentally supported and solves the binding and epiphenomenalism problems (2025) · cites this paper as Craddock et al. 2017
The Results (Quantum Chemical Estimate of Polarizability and MAC; page unavailable) report a strong correlation between modeled tubulin oscillations and anesthetic potency, slightly stronger than the Meyer–Overton correlation for the anesthetics studied. But the Discussion (page unavailable) calls microtubules a potential site of anesthetic action and says other candidate sites need testing; it does not assume anesthesia is primarily mediated by microtubules. (LLM, conf=0.86)
Experimental — accuracy not yet measuredSeveral theories incorporate anesthetic effects on microtubule dynamics as fundamental for loss of awareness.
“Moreover, several theories now incorporate anesthetic effects on microtubule dynamics as being fundamental for loss of awareness [88].”
From The Biology of General Anesthesia from Paramecium to Primate (2019) · cites this paper as [88]
Detailed quantum chemical modeling studies support that anesthetic potency is predicted by the modeled disruption or failure to disrupt high-frequency vibrational states of MT proteins.
“As we noted above, detailed quantum chemical modeling studies support that anesthetic potency is predicted by the modeled disruption or failure to disrupt high-frequency vibrational states of MT proteins (Craddock et al., 2015, 2017).”
From Microtubule-stabilizer epothilone B delays anesthetic-induced unconsciousness in rats (2024) · cites this paper as Craddock et al., 2017
Another class of quantum model understands consciousness in terms of physical vibrational states of MTs in neurons.
“In contrast, another class of quantum model understands consciousness in terms of physical vibrational states of MTs in neurons (S. Hameroff and Penrose, 1996, 2014; Craddock et al., 2017; S. Hameroff, 2022).”
From Microtubule-stabilizer epothilone B delays anesthetic-induced unconsciousness in rats (2024) · cites this paper as Craddock et al., 2017
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Cites
General atomic and molecular electronic structure system
Schmidt, M., Baldridge, K., Boatz, J., Elbert, S., Gordon, M., Jensen, J., Koseki, S., Matsunaga, N., Nguyen, K., Su, S.-J., et al. (1993) · Journal of Computational Chemistry · doi:10.1002/jcc.540141112 · Cited by 17,380 · see citing works
A new hybrid exchange–correlation functional using the Coulomb-attenuating method (CAM-B3LYP)
Yanai, T., Tew, D. P., & Handy, N. C. (2004) · Chemical Physics Letters · doi:10.1016/j.cplett.2004.06.011 · Cited by 15,047 · see citing works
2016 Alzheimer's disease facts and figures
Alzheimer's Association (2016) · Alzheimer's & Dementia · doi:10.1016/j.jalz.2016.03.001 · Cited by 5,069 · see citing works
Lehn, J. (1990) · Angewandte Chemie International Edition in English · doi:10.1002/anie.199013041 · Cited by 3,024 · see citing works
Insight into tubulin regulation from a complex with colchicine and a stathmin-like domain
Ravelli, R. B. G., Gigant, B., Curmi, P. A., Jourdain, I., Lachkar, S., Sobel, A., & Knossow, M. (2004) · Nature · doi:10.1038/nature02393 · Cited by 1,633 · see citing works
Advances in electronic structure theory
Gordon, M. S., & Schmidt, M. W. I. (2005) · Elsevier eBooks · doi:10.1016/b978-044451719-7/50084-6 · Cited by 1,603 · see citing works
Predictors of Cognitive Dysfunction after Major Noncardiac Surgery
Monk, T. G., Weldon, B. C., Garvan, C. W., Dede, D. E., van der Aa, M. T., Heilman, K. M., & GRAVENSTEIN, J. S. (2008) · Anesthesiology · doi:10.1097/01.anes.0000296071.19434.1e · Cited by 1,532 · see citing works
Refined structure of αβ-tubulin at 3.5 Å resolution 1 1Edited by I. A. Wilson
Löwe, J., Li, H., Downing, K. H., & Nogales, E. (2001) · Journal of Molecular Biology · doi:10.1006/jmbi.2001.5077 · Cited by 1,139 · see citing works
Sadlej, A. J. (1988) · Collection of Czechoslovak Chemical Communications · doi:10.1135/cccc19881995 · Cited by 1,054 · see citing works
Zur Theorie der Alkoholnarkose
Meyer, H. (1899) · Naunyn-Schmiedeberg s Archives of Pharmacology · doi:10.1007/bf01834479 · Cited by 1,007 · see citing works
Hameroff, S., & Penrose, R. (2014) · Physics of Life Reviews · doi:10.1016/j.plrev.2013.08.002 · Cited by 983 · see citing works
Self-citationCalculation of the nonlinear optical properties of molecules
Kurtz, H. A., Stewart, J. J. P., & Dieter, K. M. (1990) · Journal of Computational Chemistry · doi:10.1002/jcc.540110110 · Cited by 843 · see citing works
Al-Atrache, Z., Cader, A., & Appelt, D. M. (2016) · Alzheimer s & Dementia · doi:10.1016/j.jalz.2016.06.894 · Cited by 765 · see citing works
Coarse-grained normal mode analysis in structural biology
Bahar, İ., & Rader, A. J. (2005) · Current Opinion in Structural Biology · doi:10.1016/j.sbi.2005.08.007 · Cited by 732 · see citing works
Parsegian, V. A. (2005) · Cambridge University Press eBooks · doi:10.1017/cbo9780511614606 · Cited by 708 · see citing works
Hermann, J., DiStasio, R. A., & Tkatchenko, A. (2017) · Chemical Reviews · doi:10.1021/acs.chemrev.6b00446 · Cited by 660 · see citing works
Sadlej, A. J. (1991) · Theoretical Chemistry Accounts · doi:10.1007/bf01127101 · Cited by 605 · see citing works
The Protein Data Bank and the challenge of structural genomics.
Berman, H. M., Bhat, T. N., Bourne, P. E., Feng, Z., Gilliland, G. L., Weissig, H., & Westbrook, J. (2000) · Nature Structural Biology · doi:10.1038/80734 · Cited by 577 · see citing works
Do general anaesthetics act by competitive binding to specific receptors?
Franks, N. P., & Lieb, W. R. (1984) · Nature · doi:10.1038/310599a0 · Cited by 572 · see citing works
Polarizable Atomic Multipole-Based Molecular Mechanics for Organic Molecules
Ren, P. Y., Wu, C., & Ponder, J. W. (2011) · Journal of Chemical Theory and Computation · doi:10.1021/ct200304d · Cited by 467 · see citing works
Molecular mechanisms of general anaesthesia
Franks, N. P., & Lieb, W. R. (1982) · Nature · doi:10.1038/300487a0 · Cited by 436 · see citing works
Studien über die Narkose : zugleich ein Beitrag zur allgemeinen Pharmakologie
Overton, E. (1901) · G. Fischer eBooks · Cited by 399 · see citing works
Alkire, M. T., Haier, R. J., & Fallon, J. H. (2000) · Consciousness and Cognition · doi:10.1006/ccog.1999.0423 · Cited by 391 · see citing works
Van Der Waals Forces: A Handbook for Biologists, Chemists, Engineers, and Physicists
Gelbart, W. M. (2006) · Physics Today · doi:10.1063/1.2349734 · Cited by 377 · see citing works
Inhaled Anesthetic Enhancement of Amyloid-β Oligomerization and Cytotoxicity
Eckenhoff, R. G., Johansson, J. S., Wei, H., Carnini, A., Kang, B., Wei, W., Pidikiti, R., Keller, J. M., & Eckenhoff, M. F. (2004) · Anesthesiology · doi:10.1097/00000542-200409000-00019 · Cited by 376 · see citing works
Postoperative Cognitive Dysfunction
Rundshagen, I. (2014) · Deutsches Ärzteblatt international · doi:10.3238/arztebl.2014.0119 · Cited by 359 · see citing works
Brooks, B., & Karplus, M. (1985) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.82.15.4995 · Cited by 344 · see citing works
Janke, C., & Kneussel, M. (2010) · Trends in Neurosciences · doi:10.1016/j.tins.2010.05.001 · Cited by 335 · see citing works
Wavelike charge density fluctuations and van der Waals interactions at the nanoscale
Ambrosetti, A., Ferri, N., DiStasio, R. A., & Tkatchenko, A. (2016) · Science · doi:10.1126/science.aae0509 · Cited by 294 · see citing works
Van der Waals interactions involving proteins
Roth, C. M., Neal, B. L., & Lenhoff, A. M. (1996) · Biophysical Journal · doi:10.1016/s0006-3495(96)79641-8 · Cited by 233 · see citing works
Tau Phosphorylation and Sevoflurane Anesthesia: An Association to Postoperative Cognitive Impairment
Le Freche, H., Brouillette, J., Fernandez-Gomez, F.-J., Patin, P., Caillierez, R., Zommer, N., Sergeant, N., Buée-Scherrer, V., Lebuffe, G., Blum, D., et al. (2012) · Anesthesiology · doi:10.1097/aln.0b013e31824be8c7 · Cited by 212 · see citing works
Conduction pathways in microtubules, biological quantum computation, and consciousness
Hameroff, S. R., Nip, A. M. L., Porter, M., & Tuszyński, J. A. (2002) · Biosystems · doi:10.1016/s0303-2647(01)00183-6 · Cited by 198 · see citing works
Self-citationPringle, M. J., Brown, K. B., & Miller, K. W. (1981) · Molecular Pharmacology · doi:10.1016/s0026-895x(25)12536-4 · Cited by 196 · see citing works
Cytoskeletal signaling: is memory encoded in microtubule lattices by CaMKII phosphorylation?
Craddock, T. J. A., Tuszynski, J. A., & Hameroff, S. (2012) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1002421 · Cited by 160 · see citing works
Self-citationTopalidou, I., Keller, C., Kalebic, N., Nguyen, K. C. Q., Somhegyi, H., Politi, K. A., Heppenstall, P. A., Hall, D. H., & Chalfie, M. (2012) · Current Biology · doi:10.1016/j.cub.2012.03.066 · Cited by 159 · see citing works
Alzheimer's disease and post-operative cognitive dysfunction
Xie, Z., & Tanzi, R. E. (2006) · Experimental Gerontology · doi:10.1016/j.exger.2006.01.014 · Cited by 158 · see citing works
Harmonic and quasiharmonic descriptions of crambin
Teeter, M. M., & Case, D. A. (1990) · The Journal of Physical Chemistry · doi:10.1021/j100384a021 · Cited by 152 · see citing works
Zoete, V., Michielin, O. A., & Karplus, M. (2002) · Journal of Molecular Biology · doi:10.1006/jmbi.2001.5173 · Cited by 152 · see citing works
Beyond pairwise additivity in London dispersion interactions
Dobson, J. F. (2014) · International Journal of Quantum Chemistry · doi:10.1002/qua.24635 · Cited by 141 · see citing works
Planel, E., Bretteville, A., Liu, L., Virág, L., Du, A. L., Yu, W. H., Dickson, D. W., Whittington, R. A., & Duff, K. (2009) · The FASEB Journal · doi:10.1096/fj.08-122424 · Cited by 138 · see citing works
Avidan, M. S., & Evers, A. S. (2011) · Journal of Alzheimer s Disease · doi:10.3233/jad-2011-101680 · Cited by 133 · see citing works
Propofol Directly Increases Tau Phosphorylation
Whittington, R. A., Virág, L., Marcouiller, F., Papon, M.-A., Khoury, N. B. E., Julien, C., Morin, F., Emala, C. W., & Planel, E. (2011) · PLoS ONE · doi:10.1371/journal.pone.0016648 · Cited by 133 · see citing works
Reply to seven commentaries on “Consciousness in the universe: Review of the ‘Orch OR’ theory”
Hameroff, S. R., & Penrose, R. (2013) · Physics of Life Reviews · doi:10.1016/j.plrev.2013.11.013 · Cited by 119 · see citing works
Self-citationIs a new paradigm needed to explain how inhaled anesthetics produce immobility?
Eger, E. I., Raines, D. E., Shafer, S. L., Hemmings, H. C., & Sonner, J. M. (2008) · Anesthesia & Analgesia · doi:10.1213/ane.0b013e318182aedb · Cited by 119 · see citing works
Anesthesia Induces Phosphorylation of Tau
Run, X., Liang, Z., Zhang, L., Iqbal, K., Grundke, I., & Gong, C. (2009) · Journal of Alzheimer s Disease · doi:10.3233/jad-2009-1003 · Cited by 114 · see citing works
Coupled protein domain motion in Taq polymerase revealed by neutron spin-echo spectroscopy
Bu, Z., Biehl, R., Monkenbusch, M., Richter, D., & Callaway, D. J. E. (2005) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0503388102 · Cited by 107 · see citing works
The substrates of memory: Defects, treatments, and enhancement
LYNCH, G. S., Rex, C. S., Chen, L. Y., & Gall, C. M. (2008) · European Journal of Pharmacology · doi:10.1016/j.ejphar.2007.11.082 · Cited by 102 · see citing works
Weiskopf, R. B., Nau, C., & Strichartz, G. R. (2002) · Anesthesiology · doi:10.1097/00000542-200208000-00029 · Cited by 101 · see citing works
Applequist, J. (1993) · The Journal of Physical Chemistry · doi:10.1021/j100124a039 · Cited by 101 · see citing works
Alterations in rat brain proteins after desflurane anesthesia
Fütterer, C. D., Maurer, M. H., Schmitt, A., Feldmann, R. E., Kuschinsky, W., & Waschke, K. F. (2004) · Anesthesiology · doi:10.1097/00000542-200402000-00019 · Cited by 93 · see citing works
Stroppolo, M. E., Falconi, M., Caccuri, A. M., & Desideri, A. (2001) · Cellular and Molecular Life Sciences · doi:10.1007/pl00000788 · Cited by 89 · see citing works
EFFECTS OF GENERAL ANÆSTHETICS ON MICROTUBULES
ALLISON, A. C., & Nunn, J. F. (1968) · The Lancet · doi:10.1016/s0140-6736(68)91821-7 · Cited by 88 · see citing works
Dickenson, J. M., Freeman, F., Mills, C. L., et al. (2012) · Wiley eBooks · doi:10.1002/9781118451908 · Cited by 86 · see citing works
Anesthetics Act in Quantum Channels in Brain Microtubules to Prevent Consciousness
Craddock, T. J. A., Hameroff, S. R., T. Ayoub, A., Klobukowski, M., & Tuszynski, J. A. (2015) · Current Topics in Medicinal Chemistry · doi:10.2174/1568026615666150225104543 · Cited by 85 · see citing works
Self-citationDirect Observation of Correlated Interdomain Motion in Alcohol Dehydrogenase
Biehl, R., Hoffmann, B., Monkenbusch, M., et al. (2008) · Physical Review Letters · doi:10.1103/physrevlett.101.138102 · Cited by 85 · see citing works
Craddock, T. J. A., St. George, M., Freedman, H., Barakat, K. H., Damaraju, S., Hameroff, S., & Tuszynski, J. A. (2012) · PLoS ONE · doi:10.1371/journal.pone.0037251 · Cited by 84 · see citing works
Neural cytoskeleton capabilities for learning and memory
Priel, A., Tuszyński, J. A., & Woolf, N. J. (2009) · Journal of Biological Physics · doi:10.1007/s10867-009-9153-0 · Cited by 79 · see citing works
Planel, E., Krishnamurthy, P., Miyasaka, T., Liu, L., Herman, M., Kumar, A., Bretteville, A., Figueroa, H. Y., Haung Yu, W., Whittington, R. A., et al. (2008) · The Journal of Neuroscience · doi:10.1523/jneurosci.4101-08.2008 · Cited by 79 · see citing works
Electron spin changes during general anesthesia in <i>Drosophila</i>
Turin, L., Skoulakis, E. M. C., & Horsfield, A. P. (2014) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1404387111 · Cited by 71 · see citing works
Standardized Medium-Size Basis Sets for Calculations of Molecular Electric Properties: Group IIIA
Černušák, I., Kellö, V., & Sadlej, A. J. (2003) · Collection of Czechoslovak Chemical Communications · doi:10.1135/cccc20030211 · Cited by 63 · see citing works
Direct modulation of microtubule stability contributes to anthracene general anesthesia
Emerson, D. J., Weiser, B. P., Psonis, J., Liao, Z., Taratula, O., Fiamengo, A., Wang, X., Sugasawa, K., Smith, A. B., Eckenhoff, R. G., et al. (2013) · Journal of the American Chemical Society · doi:10.1021/ja311171u · Cited by 63 · see citing works
Evidence of Protein Collective Motions on the Picosecond Timescale
He, Y., Chen, J.-Y., Knab, J. R., Zheng, W., & Markelz, A. G. (2011) · Biophysical Journal · doi:10.1016/j.bpj.2010.12.3731 · Cited by 61 · see citing works
Tang, J. X., Eckenhoff, M. F., & Eckenhoff, R. G. (2010) · Anesthesia & Analgesia · doi:10.1213/ane.0b013e3181b80939 · Cited by 60 · see citing works
Gready, J. E., Bacskay, G. B., & Hush, N. S. (1977) · Chemical Physics · doi:10.1016/0301-0104(77)85093-3 · Cited by 59 · see citing works
Inhalational anesthetic-binding proteins in rat neuronal membranes
Xi, J., Liu, R., Asbury, G. R., Eckenhoff, M. F., & Eckenhoff, R. G. (2004) · Journal of Biological Chemistry · doi:10.1074/jbc.m313864200 · Cited by 54 · see citing works
Kurian, P., Dunston, G. M., & Lindesay, J. (2015) · Journal of Theoretical Biology · doi:10.1016/j.jtbi.2015.11.018 · Cited by 54 · see citing works
Self-citationHinkley, R. E. (1976) · Journal of Ultrastructure Research · doi:10.1016/s0022-5320(76)80113-x · Cited by 51 · see citing works
Identification of a fluorescent general anesthetic, 1-aminoanthracene
Butts, C. A., Jin, X., Brannigan, G. H., Saad, A. A., Venkatachalan, S. P., Pearce, R. A., Klein, M. L., Eckenhoff, R. G., & Dmochowski, I. J. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0810590106 · Cited by 51 · see citing works
Is There a Cutoff in Anesthetic Potency for the Normal Alkanes?
Liu, J., Laster, M. J., Taheri, S., et al. (1993) · Anesthesia & Analgesia · doi:10.1213/00000539-199307000-00004 · Cited by 50 · see citing works
Halothane binding proteome in human brain cortex
Pan, J. Z., Xi, J., Tobias, J. W., Eckenhoff, M. F., & Eckenhoff, R. G. (2007) · Journal of Proteome Research · doi:10.1021/pr060311u · Cited by 49 · see citing works
The effects of sevoflurane anesthesia on rat brain proteins: a proteomic time-course analysis
Kalenka, A., Hinkelbein, J., Feldmann, R. E., Kuschinsky, W., Waschke, K. F., & Maurer, M. H. (2007) · Anesthesia & Analgesia · doi:10.1213/01.ane.0000260799.37107.e6 · Cited by 47 · see citing works
Urban, B. W. (2008) · Springer eBooks · doi:10.1007/978-3-540-74806-9_1 · Cited by 46 · see citing works
Okruss, M., Müller, R., & Hese, A. (1999) · The Journal of Chemical Physics · doi:10.1063/1.478971 · Cited by 44 · see citing works
Water-mediated correlations in DNA-enzyme interactions
Kurian, P., Capolupo, A., Craddock, T. J. A., & Vitiello, G. (2017) · Physics Letters A · doi:10.1016/j.physleta.2017.10.038 · Cited by 43 · see citing works
Self-citationInhaled anesthetics elicit region-specific changes in protein expression in mammalian brain
Pan, J. Z., Xi, J., Eckenhoff, M. F., & Eckenhoff, R. G. (2008) · PROTEOMICS · doi:10.1002/pmic.200800057 · Cited by 39 · see citing works
Craddock, T. J. A., Priel, A., & Tuszynski, J. A. (2014) · Journal of Integrative Neuroscience · doi:10.1142/s0219635214400019 · Cited by 38 · see citing works
Self-citationAnesthesia, Neural Information Processing, and Conscious Awareness
Cariani, P. (2000) · Consciousness and Cognition · doi:10.1006/ccog.1999.0420 · Cited by 35 · see citing works
Are Convulsant Gases Also Anesthetics?
Koblin, D. D., Eger, E. I., Johnson, B. H., et al. (1981) · Anesthesia & Analgesia · doi:10.1213/00000539-198107000-00002 · Cited by 35 · see citing works
Resonant long-range interactions between polar macromolecules
Preto, J., & Pettini, M. (2013) · Physics Letters A · doi:10.1016/j.physleta.2012.12.034 · Cited by 31 · see citing works
Self-citationAnesthesia-Alzheimer Disease Link Probed
Kuehn, B. M. (2007) · JAMA · doi:10.1001/jama.297.16.1760 · Cited by 30 · see citing works
Anesthetic modulation of neuroinflammation in Alzheimer's disease
Tang, J. X., Eckenhoff, M. F., & Eckenhoff, R. G. (2011) · Current Opinion in Anaesthesiology · doi:10.1097/aco.0b013e32834871c5 · Cited by 29 · see citing works
Mimosa pudica,Dionaea muscipulaand anesthetics
Luccia, T. P. D. B. D. (2012) · Plant Signaling & Behavior · doi:10.4161/psb.21000 · Cited by 29 · see citing works
Preto, J., Floriani, E., Nardecchia, I., Ferrier, P., & Pettini, M. (2012) · Physical Review E · doi:10.1103/physreve.85.041904 · Cited by 24 · see citing works
Self-citationHomology modeling of tubulin: Influence predictions for microtubule’s biophysical properties
Carpenter, E. J., Huzil, J. T., Ludueña, R. F., & Tuszynski, J. A. (2006) · European Biophysics Journal · doi:10.1007/s00249-006-0088-0 · Cited by 23 · see citing works
"MEMORY BYTES" — MOLECULAR MATCH FOR CaMKII PHOSPHORYLATION ENCODING OF MICROTUBULE LATTICES
Hameroff, S. R., Craddock, T. J. A., & Tuszyński, J. A. (2010) · Journal of Integrative Neuroscience · doi:10.1142/s0219635210002482 · Cited by 22 · see citing works
Self-citationEvidence that sensitivity to steroid anesthetics appears late in evolution
Oliver, A. E., Deamer, D. W., & Akeson, M. A. (1991) · Brain Research · doi:10.1016/0006-8993(91)90148-o · Cited by 18 · see citing works
Anesthetics and Alzheimer's Disease: Background and Research
Fodale, V., Ritchie, K. A., Rasmussen, L. S., & Mandal, P. K. (2010) · Journal of Alzheimer s Disease · doi:10.3233/jad-2010-100809 · Cited by 12 · see citing works
Polarizabilities from Long-Range Corrected DFT Calculations
Maekawa, S., & Moorthi, K. (2014) · Journal of Chemical & Engineering Data · doi:10.1021/je500224e · Cited by 12 · see citing works
[Immobilization of a sensitive plant, Mimosa pudica L., by volatile anesthetics].
Okazaki, N., Takai, K., & Sato, T. (1993) · PubMed · Cited by 10 · see citing works
General and Theoretical Aspects of Phenols
Nguyen, M. T., Kryachko, E. S., & Vanquickenborne, L. G. (2009) · Patai's chemistry of functional groups · doi:10.1002/9780470682531.pat0277 · Cited by 9 · see citing works
A quantitative interpretation of phase effects in anaesthesia
Davies, R. H., Bagnall, R. D., & Jones, W. G. M. (2009) · International Journal of Quantum Chemistry · doi:10.1002/qua.560080724 · Cited by 9 · see citing works
Nanotechnology, Nanostructure, and Nervous System Disorders
Woolf, N. J., Priel, A., & Tuszyński, J. A. (2009) · Biological and medical physics series · doi:10.1007/978-3-642-03584-5_5 · Cited by 8 · see citing works
Halothane Modifies Colchicine Binding to Tubulin
Vergara, G. A., & Livingston, A. (2008) · Pharmacology · doi:10.1159/000137559 · Cited by 7 · see citing works
Fleisher, A. J., Young, J. W., & Pratt, D. W. (2012) · Physical Chemistry Chemical Physics · doi:10.1039/c2cp23902g · Cited by 6 · see citing works
Water-mediated correlations in DNA-enzyme interactionsPreprint
Kurian, P., Capolupo, A., Craddock, T. J. A., et al. (2016) · arXiv (Cornell University) · doi:10.48550/arxiv.1608.08097 · Cited by 6 · see citing works
Self-citationUnsaturated Carbon Gases as Plant Stimulants and Anesthetics.*
Zimmerman, P. W., Hitchcock, A. E., & Crocker, W. (1936) · Anesthesia & Analgesia · doi:10.1213/00000539-193601000-00002 · Cited by 2 · see citing works
Flagged first, then by citations
Research works printed but not linked: 2
- [28]Urban, B. W. In Modern Anesthetics (ed. B W Urban) 3–29 (Springer, 2008).
- [47]Woolf, N. J., Priel, A. & Tuszynski, J. A. In Nanoneuroscience 177–226 (Springer, 2009).
Cited by
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Self-citation
- Authors
- Craddock, T. J. A., Kurian, P., Preto, J., Sahu, K., Hameroff, S. R., Klobukowski, M., & Tuszynski, J. A.
- Affiliations
- Nova Southeastern University (US)
- Howard University (US)
- Cross Cancer Institute (CA)
- University of Alberta (CA)
- University of Arizona (US)
- Corresponding author
- Craddock, Travis J. A.
- Venue
- Scientific Reports
- Published
- 2017-08-29
- Volume
- 7
- Issue
- 1
- Pages
- 9877-9877
- ISSN
- 2045-2322 (ISSN-L)
- PMC
- PMC5575257
- OpenAlex
- W2749658452
- Cited by
- 109
- References
- 96
- Citations by year
- 2026: 16 · 2025: 12 · 2024: 12 · 2023: 25 · 2022: 7 · 2021: 9 · 2020: 6 · 2019: 13 · 2018: 7 · 2017: 2
- FWCI
- 3.24
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Scientific Reports (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- UA Campus Repository (The University of Arizona) (acceptedVersion, cc-by)
- PORTO@Iris (submittedVersion, cc-by)
- NSUWorks (Nova Southeastern University) (submittedVersion)
- Funders
- Nova Southeastern University (PFRDG 335426)
- Natural Sciences and Engineering Research Council of Canada
- Topics
- Life Sciences › Neuroscience › Developmental Neuroscience › Anesthesia and Neurotoxicity Research
- Health Sciences › Medicine › Anesthesiology and Pain Medicine › Anesthesia and Sedative Agents
- Physical Sciences › Computer Science › Computational Theory and Mathematics › Computational Drug Discovery Methods
- Keywords
- anesthetic activity, tubulin, microtubules, anesthetic potency, anesthetic binding sites, consciousness, cytoskeleton, inhalational anesthetics, convulsants, molecular docking, quantum chemical calculations
- MeSH terms
- Anesthetics, Humans, Molecular Conformation, Postoperative Complications, Protein Binding, Structure-Activity Relationship, Tubulin, Cognitive Dysfunction
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