Randolf Menzel - Publications

Affiliations: 
Freie University, Bolzano, Trentino-Alto Adige, Italy 
Area:
Olfaction
Website:
http://www.neurobiologie.fu-berlin.de/menzel.html

85 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Martínez-Harms J, Hadar R, Márquez N, Menzel R, Shmida A, Stavenga DG, Vorobyev M. Enhanced UV-Reflection Facilitated a Shift in the Pollination System of the Red Poppy, (Papaveraceae). Plants (Basel, Switzerland). 9. PMID 32708009 DOI: 10.3390/plants9080927  0.84
2020 Vázquez DE, Balbuena MS, Chaves F, Gora J, Menzel R, Farina WM. Sleep in honey bees is affected by the herbicide glyphosate. Scientific Reports. 10: 10516. PMID 32601296 DOI: 10.1038/s41598-020-67477-6  0.52
2018 Zwaka H, Bartels R, Lehfeldt S, Jusyte M, Hantke S, Menzel S, Gora J, Alberdi R, Menzel R. Learning and Its Neural Correlates in a Virtual Environment for Honeybees. Frontiers in Behavioral Neuroscience. 12: 279. PMID 30740045 DOI: 10.3389/fnbeh.2018.00279  0.76
2018 Michels B, Zwaka H, Bartels R, Lushchak O, Franke K, Endres T, Fendt M, Song I, Bakr M, Budragchaa T, Westermann B, Mishra D, Eschbach C, Schreyer S, Lingnau A, ... ... Menzel R, et al. Memory enhancement by ferulic acid ester across species. Science Advances. 4: eaat6994. PMID 30417089 DOI: 10.1126/sciadv.aat6994  0.76
2018 Zwaka H, Bartels R, Grünewald B, Menzel R. Neural Organization of A3 Mushroom Body Extrinsic Neurons in the Honeybee Brain. Frontiers in Neuroanatomy. 12: 57. PMID 30127725 DOI: 10.3389/fnana.2018.00057  0.76
2018 Haenicke J, Yamagata N, Zwaka H, Nawrot M, Menzel R. Neural Correlates of Odor Learning in the Presynaptic Microglomerular Circuitry in the Honeybee Mushroom Body Calyx. Eneuro. 5. PMID 29938214 DOI: 10.1523/ENEURO.0128-18.2018  0.96
2017 Müller J, Nawrot M, Menzel R, Landgraf T. A neural network model for familiarity and context learning during honeybee foraging flights. Biological Cybernetics. PMID 28917001 DOI: 10.1007/s00422-017-0732-z  0.68
2016 Strube-Bloss MF, Nawrot MP, Menzel R. Neural correlates of side-specific odour memory in mushroom body output neurons. Proceedings. Biological Sciences. 283. PMID 27974514 DOI: 10.1098/rspb.2016.1270  1
2016 Chakroborty NK, Menzel R, Schubert M. Environment specific modulation of odorant representations in the honeybee brain. The European Journal of Neuroscience. PMID 27748970 DOI: 10.1111/ejn.13438  0.8
2016 Zwaka H, Münch D, Manz G, Menzel R, Rybak J. The Circuitry of Olfactory Projection Neurons in the Brain of the Honeybee, Apis mellifera. Frontiers in Neuroanatomy. 10: 90. PMID 27746723 DOI: 10.3389/fnana.2016.00090  0.76
2016 Degen J, Kirbach A, Reiter L, Lehmann K, Norton P, Storms M, Koblofsky M, Winter S, Georgieva PB, Nguyen H, Chamkhi H, Meyer H, Singh PK, Manz G, Greggers U, ... Menzel R, et al. Honeybees Learn Landscape Features during Exploratory Orientation Flights. Current Biology : Cb. PMID 27693138 DOI: 10.1016/j.cub.2016.08.013  0.76
2015 Zwaka H, Bartels R, Gora J, Franck V, Culo A, Götsch M, Menzel R. Context Odor Presentation during Sleep Enhances Memory in Honeybees. Current Biology : Cb. 25: 2869-74. PMID 26592345 DOI: 10.1016/j.cub.2015.09.069  1
2015 Filla I, Menzel R. Mushroom body extrinsic neurons in the honeybee (Apis mellifera) brain integrate context and cue values upon attentional stimulus selection. Journal of Neurophysiology. 114: 2005-14. PMID 26224779 DOI: 10.1152/jn.00776.2014  1
2015 Jin N, Klein S, Leimig F, Bischoff G, Menzel R. The neonicotinoid clothianidin interferes with navigation of the solitary bee Osmia cornuta in a laboratory test. The Journal of Experimental Biology. 218: 2821-5. PMID 26206356 DOI: 10.1242/jeb.123612  1
2015 Menzel R, Greggers U. The memory structure of navigation in honeybees. Journal of Comparative Physiology. a, Neuroethology, Sensory, Neural, and Behavioral Physiology. 201: 547-61. PMID 25707351 DOI: 10.1007/s00359-015-0987-6  1
2015 Schallschmidt K, Becker R, Zwaka H, Menzel R, Johnen D, Fischer-Tenhagen C, Rolff J, Nehls I. In vitro cultured lung cancer cells are not suitable for animal-based breath biomarker detection. Journal of Breath Research. 9: 027103. PMID 25667342 DOI: 10.1088/1752-7155/9/2/027103  1
2014 Cheeseman JF, Millar CD, Greggers U, Lehmann K, Pawley MD, Gallistel CR, Warman GR, Menzel R. Reply to Cheung et al.: The cognitive map hypothesis remains the best interpretation of the data in honeybee navigation. Proceedings of the National Academy of Sciences of the United States of America. 111: E4398. PMID 25277971 DOI: 10.1073/pnas.1415738111  1
2014 Menzel R. The insect mushroom body, an experience-dependent recoding device. Journal of Physiology, Paris. 108: 84-95. PMID 25092259 DOI: 10.1016/j.jphysparis.2014.07.004  1
2014 Cheeseman JF, Millar CD, Greggers U, Lehmann K, Pawley MD, Gallistel CR, Warman GR, Menzel R. Way-finding in displaced clock-shifted bees proves bees use a cognitive map. Proceedings of the National Academy of Sciences of the United States of America. 111: 8949-54. PMID 24889633 DOI: 10.1073/pnas.1408039111  1
2014 Fischer J, Müller T, Spatz AK, Greggers U, Grünewald B, Menzel R. Neonicotinoids interfere with specific components of navigation in honeybees. Plos One. 9: e91364. PMID 24646521 DOI: 10.1371/journal.pone.0091364  1
2014 Froese A, Szyszka P, Menzel R. Effect of GABAergic inhibition on odorant concentration coding in mushroom body intrinsic neurons of the honeybee. Journal of Comparative Physiology. a, Neuroethology, Sensory, Neural, and Behavioral Physiology. 200: 183-95. PMID 24362942 DOI: 10.1007/s00359-013-0877-8  1
2013 Farkhooi F, Froese A, Muller E, Menzel R, Nawrot MP. Cellular adaptation facilitates sparse and reliable coding in sensory pathways. Plos Computational Biology. 9: e1003251. PMID 24098101 DOI: 10.1371/journal.pcbi.1003251  1
2013 Menzel R, Greggers U. Guidance by odors in honeybee navigation. Journal of Comparative Physiology. a, Neuroethology, Sensory, Neural, and Behavioral Physiology. 199: 867-73. PMID 23974855 DOI: 10.1007/s00359-013-0850-6  1
2013 Leboulle G, Niggebrügge C, Roessler R, Briscoe AD, Menzel R, Hempel de Ibarra N. Characterisation of the RNA interference response against the long-wavelength receptor of the honeybee. Insect Biochemistry and Molecular Biology. 43: 959-69. PMID 23933285 DOI: 10.1016/j.ibmb.2013.07.006  1
2013 Greggers U, Schöning C, Degen J, Menzel R. Scouts behave as streakers in honeybee swarms. Die Naturwissenschaften. 100: 805-9. PMID 23812604 DOI: 10.1007/s00114-013-1077-7  1
2013 Tan K, Yang S, Wang Z, Menzel R. Effect of flumethrin on survival and olfactory learning in honeybees. Plos One. 8: e66295. PMID 23785490 DOI: 10.1371/journal.pone.0066295  1
2013 Hussaini SA, Menzel R. Mushroom body extrinsic neurons in the honeybee brain encode cues and contexts differently. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 33: 7154-64. PMID 23616525 DOI: 10.1523/JNEUROSCI.1331-12.2013  1
2013 Greggers U, Koch G, Schmidt V, Dürr A, Floriou-Servou A, Piepenbrock D, Göpfert MC, Menzel R. Reception and learning of electric fields in bees. Proceedings. Biological Sciences / the Royal Society. 280: 20130528. PMID 23536603 DOI: 10.1098/rspb.2013.0528  1
2013 Eckstein MP, Mack SC, Liston DB, Bogush L, Menzel R, Krauzlis RJ. Rethinking human visual attention: spatial cueing effects and optimality of decisions by honeybees, monkeys and humans. Vision Research. 85: 5-19. PMID 23298793 DOI: 10.1016/j.visres.2012.12.011  1
2012 Beyaert L, Greggers U, Menzel R. Honeybees consolidate navigation memory during sleep. The Journal of Experimental Biology. 215: 3981-8. PMID 23100488 DOI: 10.1242/jeb.075499  1
2012 Menzel R. The honeybee as a model for understanding the basis of cognition. Nature Reviews. Neuroscience. 13: 758-68. PMID 23080415 DOI: 10.1038/nrn3357  1
2012 Ganeshina O, Erdmann J, Tiberi S, Vorobyev M, Menzel R. Depolymerization of actin facilitates memory formation in an insect. Biology Letters. 8: 1023-7. PMID 23075524 DOI: 10.1098/rsbl.2012.0784  1
2012 Matsumoto Y, Menzel R, Sandoz JC, Giurfa M. Revisiting olfactory classical conditioning of the proboscis extension response in honey bees: a step toward standardized procedures. Journal of Neuroscience Methods. 211: 159-67. PMID 22960052 DOI: 10.1016/j.jneumeth.2012.08.018  1
2012 Menzel R. Introduction to the research topic on standard brain atlases. Frontiers in Systems Neuroscience. 6: 24. PMID 22529782 DOI: 10.3389/fnsys.2012.00024  1
2012 Cheeseman JF, Winnebeck EC, Millar CD, Kirkland LS, Sleigh J, Goodwin M, Pawley MD, Bloch G, Lehmann K, Menzel R, Warman GR. General anesthesia alters time perception by phase shifting the circadian clock. Proceedings of the National Academy of Sciences of the United States of America. 109: 7061-6. PMID 22509009 DOI: 10.1073/pnas.1201734109  1
2012 Haehnel M, Menzel R. Long-term memory and response generalization in mushroom body extrinsic neurons in the honeybee Apis mellifera. The Journal of Experimental Biology. 215: 559-65. PMID 22246265 DOI: 10.1242/jeb.059626  1
2011 Schmuker M, Yamagata N, Nawrot MP, Menzel R. Parallel representation of stimulus identity and intensity in a dual pathway model inspired by the olfactory system of the honeybee. Frontiers in Neuroengineering. 4: 17. PMID 22232601 DOI: 10.3389/fneng.2011.00017  1
2011 Pamir E, Chakroborty NK, Stollhoff N, Gehring KB, Antemann V, Morgenstern L, Felsenberg J, Eisenhardt D, Menzel R, Nawrot MP. Average group behavior does not represent individual behavior in classical conditioning of the honeybee. Learning & Memory (Cold Spring Harbor, N.Y.). 18: 733-41. PMID 22042602 DOI: 10.1101/lm.2232711  1
2011 Menzel R, Kirbach A, Haass WD, Fischer B, Fuchs J, Koblofsky M, Lehmann K, Reiter L, Meyer H, Nguyen H, Jones S, Norton P, Greggers U. A common frame of reference for learned and communicated vectors in honeybee navigation. Current Biology : Cb. 21: 645-50. PMID 21474313 DOI: 10.1016/j.cub.2011.02.039  1
2011 Strube-Bloss MF, Nawrot MP, Menzel R. Mushroom body output neurons encode odor-reward associations. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 31: 3129-40. PMID 21414933 DOI: 10.1523/JNEUROSCI.2583-10.2011  1
2010 Haehnel M, Menzel R. Sensory representation and learning-related plasticity in mushroom body extrinsic feedback neurons of the protocerebral tract. Frontiers in Systems Neuroscience. 4: 161. PMID 21212833 DOI: 10.3389/fnsys.2010.00161  1
2010 Hadar R, Menzel R. Memory formation in reversal learning of the honeybee. Frontiers in Behavioral Neuroscience. 4: 186. PMID 21179581 DOI: 10.3389/fnbeh.2010.00186  1
2010 Rybak J, Kuß A, Lamecker H, Zachow S, Hege HC, Lienhard M, Singer J, Neubert K, Menzel R. The Digital Bee Brain: Integrating and Managing Neurons in a Common 3D Reference System. Frontiers in Systems Neuroscience. 4. PMID 20827403 DOI: 10.3389/fnsys.2010.00030  1
2010 Menzel R, Fuchs J, Nadler L, Weiss B, Kumbischinski N, Adebiyi D, Hartfil S, Greggers U. Dominance of the odometer over serial landmark learning in honeybee navigation. Die Naturwissenschaften. 97: 763-7. PMID 20567800 DOI: 10.1007/s00114-010-0690-y  1
2010 Müssig L, Richlitzki A, Rössler R, Eisenhardt D, Menzel R, Leboulle G. Acute disruption of the NMDA receptor subunit NR1 in the honeybee brain selectively impairs memory formation. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 30: 7817-25. PMID 20534830 DOI: 10.1523/JNEUROSCI.5543-09.2010  1
2010 Denker M, Finke R, Schaupp F, Grün S, Menzel R. Neural correlates of odor learning in the honeybee antennal lobe. The European Journal of Neuroscience. 31: 119-33. PMID 20104653 DOI: 10.1111/j.1460-9568.2009.07046.x  1
2009 Yamagata N, Schmuker M, Szyszka P, Mizunami M, Menzel R. Differential odor processing in two olfactory pathways in the honeybee. Frontiers in Systems Neuroscience. 3: 16. PMID 20198105 DOI: 10.3389/neuro.06.016.2009  1
2009 Kvello P, Løfaldli BB, Rybak J, Menzel R, Mustaparta H. Digital, Three-dimensional Average Shaped Atlas of the Heliothis Virescens Brain with Integrated Gustatory and Olfactory Neurons. Frontiers in Systems Neuroscience. 3: 14. PMID 19949481 DOI: 10.3389/neuro.06.014.2009  1
2009 Hussaini SA, Bogusch L, Landgraf T, Menzel R. Sleep deprivation affects extinction but not acquisition memory in honeybees. Learning & Memory (Cold Spring Harbor, N.Y.). 16: 698-705. PMID 19864296 DOI: 10.1101/lm.1578409  1
2009 Haehnel M, Froese A, Menzel R. In vivo Ca2+ imaging of mushroom body neurons during olfactory learning in the honey bee. Journal of Visualized Experiments : Jove. PMID 19690514 DOI: 10.3791/1353  1
2009 Gil M, Menzel R, De Marco RJ. Side-specific reward memories in honeybees. Learning & Memory (Cold Spring Harbor, N.Y.). 16: 426-32. PMID 19553380 DOI: 10.1101/lm.1419109  1
2009 Ai H, Rybak J, Menzel R, Itoh T. Response characteristics of vibration-sensitive interneurons related to Johnston's organ in the honeybee, Apis mellifera. The Journal of Comparative Neurology. 515: 145-60. PMID 19412925 DOI: 10.1002/cne.22042  1
2009 Menzel R. Serial position learning in honeybees. Plos One. 4: e4694. PMID 19259265 DOI: 10.1371/journal.pone.0004694  1
2009 Menzel R. Working memory in bees: also in flies? Journal of Neurogenetics. 23: 92-9. PMID 19132597 DOI: 10.1080/01677060802610612  1
2008 Krofczik S, Menzel R, Nawrot MP. Rapid odor processing in the honeybee antennal lobe network. Frontiers in Computational Neuroscience. 2: 9. PMID 19221584 DOI: 10.3389/neuro.10.009.2008  1
2008 Szyszka P, Galkin A, Menzel R. Associative and non-associative plasticity in kenyon cells of the honeybee mushroom body. Frontiers in Systems Neuroscience. 2: 3. PMID 18958247 DOI: 10.3389/neuro.06.003.2008  1
2008 Gil M, Menzel R, De Marco RJ. Does an insect's unconditioned response to sucrose reveal expectations of reward? Plos One. 3: e2810. PMID 18665249 DOI: 10.1371/journal.pone.0002810  1
2008 De Marco RJ, Gurevitz JM, Menzel R. Variability in the encoding of spatial information by dancing bees. The Journal of Experimental Biology. 211: 1635-44. PMID 18456891 DOI: 10.1242/jeb.013425  1
2008 Krofczik S, Khojasteh U, de Ibarra NH, Menzel R. Adaptation of microglomerular complexes in the honeybee mushroom body lip to manipulations of behavioral maturation and sensory experience. Developmental Neurobiology. 68: 1007-17. PMID 18446779 DOI: 10.1002/dneu.20640  1
2008 Stollhoff N, Menzel R, Eisenhardt D. One retrieval trial induces reconsolidation in an appetitive learning paradigm in honeybees (Apis mellifera). Neurobiology of Learning and Memory. 89: 419-25. PMID 18061486 DOI: 10.1016/j.nlm.2007.10.003  1
2007 Okada R, Rybak J, Manz G, Menzel R. Learning-related plasticity in PE1 and other mushroom body-extrinsic neurons in the honeybee brain. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 27: 11736-47. PMID 17959815 DOI: 10.1523/JNEUROSCI.2216-07.2007  1
2007 Hussaini SA, Komischke B, Menzel R, Lachnit H. Forward and backward second-order Pavlovian conditioning in honeybees. Learning & Memory (Cold Spring Harbor, N.Y.). 14: 678-83. PMID 17911371 DOI: 10.1101/lm.471307  1
2007 Reynolds AM, Smith AD, Menzel R, Greggers U, Reynolds DR, Riley JR. Displaced honey bees perform optimal scale-free search flights. Ecology. 88: 1955-61. PMID 17824426 DOI: 10.1890/06-1916.1  1
2007 Gil M, De Marco RJ, Menzel R. Learning reward expectations in honeybees. Learning & Memory (Cold Spring Harbor, N.Y.). 14: 491-6. PMID 17626907 DOI: 10.1101/lm.618907  1
2007 Jørgensen K, Stranden M, Sandoz JC, Menzel R, Mustaparta H. Effects of two bitter substances on olfactory conditioning in the moth Heliothis virescens. The Journal of Experimental Biology. 210: 2563-73. PMID 17601960 DOI: 10.1242/jeb.004283  1
2007 Schröter U, Malun D, Menzel R. Innervation pattern of suboesophageal ventral unpaired median neurones in the honeybee brain. Cell and Tissue Research. 327: 647-67. PMID 17093927 DOI: 10.1007/s00441-006-0197-1  1
2007 Eisenhardt D, Menzel R. Extinction learning, reconsolidation and the internal reinforcement hypothesis. Neurobiology of Learning and Memory. 87: 167-73. PMID 17079171 DOI: 10.1016/j.nlm.2006.09.005  1
2006 Menzel R, Giurfa M. Dimensions of cognition in an insect, the honeybee. Behavioral and Cognitive Neuroscience Reviews. 5: 24-40. PMID 16816091 DOI: 10.1177/1534582306289522  1
2006 Ganeshina O, Vorobyev M, Menzel R. Synaptogenesis in the mushroom body calyx during metamorphosis in the honeybee Apis mellifera: an electron microscopic study. The Journal of Comparative Neurology. 497: 876-97. PMID 16802331 DOI: 10.1002/cne.21033  1
2006 Menzel R, De Marco RJ, Greggers U. Spatial memory, navigation and dance behaviour in Apis mellifera. Journal of Comparative Physiology. a, Neuroethology, Sensory, Neural, and Behavioral Physiology. 192: 889-903. PMID 16705458 DOI: 10.1007/s00359-006-0136-3  1
2006 Zannat MT, Locatelli F, Rybak J, Menzel R, Leboulle G. Identification and localisation of the NR1 sub-unit homologue of the NMDA glutamate receptor in the honeybee brain. Neuroscience Letters. 398: 274-9. PMID 16480817 DOI: 10.1016/j.neulet.2006.01.007  1
2006 Menzel R, Leboulle G, Eisenhardt D. Small brains, bright minds. Cell. 124: 237-9. PMID 16439194 DOI: 10.1016/j.cell.2006.01.011  1
2006 Galán RF, Weidert M, Menzel R, Herz AV, Galizia CG. Sensory memory for odors is encoded in spontaneous correlated activity between olfactory glomeruli. Neural Computation. 18: 10-25. PMID 16354378 DOI: 10.1162/089976606774841558  1
2005 Scheiner R, Kuritz-Kaiser A, Menzel R, Erber J. Sensory responsiveness and the effects of equal subjective rewards on tactile learning and memory of honeybees. Learning & Memory (Cold Spring Harbor, N.Y.). 12: 626-35. PMID 16322365 DOI: 10.1101/lm.98105  1
2005 Menzel R, Manz G. Neural plasticity of mushroom body-extrinsic neurons in the honeybee brain. The Journal of Experimental Biology. 208: 4317-32. PMID 16272254 DOI: 10.1242/jeb.01908  1
2005 De Marco R, Menzel R. Encoding spatial information in the waggle dance. The Journal of Experimental Biology. 208: 3885-94. PMID 16215216 DOI: 10.1242/jeb.01832  1
2005 Brandt R, Rohlfing T, Rybak J, Krofczik S, Maye A, Westerhoff M, Hege HC, Menzel R. Three-dimensional average-shape atlas of the honeybee brain and its applications. The Journal of Comparative Neurology. 492: 1-19. PMID 16175557 DOI: 10.1002/cne.20644  1
2005 Szyszka P, Ditzen M, Galkin A, Galizia CG, Menzel R. Sparsening and temporal sharpening of olfactory representations in the honeybee mushroom bodies. Journal of Neurophysiology. 94: 3303-13. PMID 16014792 DOI: 10.1152/jn.00397.2005  1
2005 Rohlfing T, Schaupp F, Haddad D, Brandt R, Haase A, Menzel R, Maurer CR. Unwarping confocal microscopy images of bee brains by nonrigid registration to a magnetic resonance microscopy image. Journal of Biomedical Optics. 10: 024018. PMID 15910092 DOI: 10.1117/1.1896025  1
2005 Stollhoff N, Menzel R, Eisenhardt D. Spontaneous recovery from extinction depends on the reconsolidation of the acquisition memory in an appetitive learning paradigm in the honeybee (Apis mellifera). The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 25: 4485-92. PMID 15872095 DOI: 10.1523/JNEUROSCI.0117-05.2005  1
2005 Menzel R, Galizia G, Müller D, Szyszka P. Odor coding in projection neurons of the honeybee brain. Chemical Senses. 30: i301-2. PMID 15738169 DOI: 10.1093/chemse/bjh234  0.56
2005 Menzel R, Greggers U, Smith A, Berger S, Brandt R, Brunke S, Bundrock G, Hülse S, Plümpe T, Schaupp F, Schüttler E, Stach S, Stindt J, Stollhoff N, Watzl S. Honey bees navigate according to a map-like spatial memory. Proceedings of the National Academy of Sciences of the United States of America. 102: 3040-5. PMID 15710880 DOI: 10.1073/pnas.0408550102  1
2004 Wüstenberg DG, Boytcheva M, Grünewald B, Byrne JH, Menzel R, Baxter DA. Current- and voltage-clamp recordings and computer simulations of Kenyon cells in the honeybee. Journal of Neurophysiology. 92: 2589-603. PMID 15190098 DOI: 10.1152/jn.01259.2003  1
2003 Giurfa M, Menzel R. Human spatial representation derived from a honeybee compass. Trends in Cognitive Sciences. 7: 59-60. PMID 12584019 DOI: 10.1016/S1364-6613(02)00044-X  1
2002 Sandoz JC, Hammer M, Menzel R. Side-specificity of olfactory learning in the honeybee: US input side. Learning & Memory (Cold Spring Harbor, N.Y.). 9: 337-48. PMID 12359841 DOI: 10.1101/lm.50502  0.56
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