Analysis of genetic and non-genetic factors influencing timing and time perception

PLoS ONE

Volumn 10, Issue 12, 2015, Pages

  Bartholomew, Alex J ^a   Meck, Warren H ^b   Cirulli, Elizabeth T ^a  

^a DUKE UNIVERSITY SCHOOL OF MEDICINE   (United States)

^b DUKE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AFRICAN AMERICAN; ETHNIC GROUP; ETHNICITY; EXOME; GENE FREQUENCY; HUMAN; INTELLIGENCE; MAJOR CLINICAL STUDY; SEX DIFFERENCE; TIME PERCEPTION; ADOLESCENT; ADULT; AGED; CIRCADIAN RHYTHM; FEMALE; GENETIC ASSOCIATION STUDY; GENETICS; GENOME-WIDE ASSOCIATION STUDY; HISPANIC; MALE; MIDDLE AGED; NEUROPSYCHOLOGICAL TEST; PHYSIOLOGY; PSYCHOLOGY; TIME FACTOR; YOUNG ADULT;

ADOLESCENT; ADULT; AFRICAN AMERICANS; AGED; CIRCADIAN RHYTHM; EXOME; FEMALE; GENETIC ASSOCIATION STUDIES; GENOME-WIDE ASSOCIATION STUDY; HISPANIC AMERICANS; HUMANS; INTELLIGENCE; MALE; MIDDLE AGED; NEUROPSYCHOLOGICAL TESTS; TIME FACTORS; TIME PERCEPTION; YOUNG ADULT;

EID: 84955459847     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0143873     Document Type: Article

References (96)

1. Merchant H, Harrington DL, Meck WH. Neural basis of the perception and estimation of time. Annual Review of Neuroscience. 2013; 36:313-36. doi: 10.1146/annurev-neuro-062012-170349
2. Hass J, Durstewitz D. Neurocomputational Models of Time Perception. Neurobiology of Interval Timing: Springer; 2014. p. 49-71.
3. Buonomano DV. Neural Dynamics Based Timing in the Subsecond to Seconds Range. Neurobiology of Interval Timing: Springer; 2014. p. 101-17.
4. van Rijn H, Gu B-M, Meck WH. Dedicated clock/timing-circuit theories of time perception and timed performance. Neurobiology of Interval Timing: Springer; 2014. p. 75-99.
5. Merchant H, Zarco W, Prado L. Do we have a common mechanism for measuring time in the hundreds of millisecond range? Evidence from multiple-interval timing tasks. Journal of Neurophysiology. 2008; 99(2):939-49.
6. Gibbon J, Church RM, Meck WH. Scalar timing in memory. Annals of the New York Academy of Sciences. 1984; 423(1):52-77.
7. Treisman M. The information-processing model of timing (Treisman, 1963): Its sources and further development. Timing & Time Perception. 2013; 1(2):131-58.
8. Allman MJ, Teki S, Griffiths TD, Meck WH. Properties of the internal clock: first-And second-order principles of subjective time. Annual Review of Psychology. 2014; 65:743-71. doi: 10.1146/annurev-psych-010213-115117
9. Shi Z, Church RM, Meck WH. Bayesian optimization of time perception. Trends in Cognitive Sciences. 2013; 17(11):556-64. doi: 10.1016/j.tics.2013.09.009
10. Coull JT, Cheng R-K, Meck WH. Neuroanatomical and neurochemical substrates of timing. Neuropsychopharmacology. 2011; 36(1):3-25. doi: 10.1038/npp.2010.113
11. Fortin C. Attentional time-sharing in interval timing. Functional and Neural mechanisms of Interval Timing. 2003:235-60.
12. Viau-Quesnel C, Gaudreault R, Ouellet A-A, Fortin C. Making sense of timing and attention: Modality effect in timing with a break. Timing & Time Perception. 2014; 2(2):129-44.
13. Lewis P, Miall R. Brain activation patterns during measurement of sub-And supra-second intervals. Neuropsychologia. 2003a; 41(12):1583-92.
14. Lewis PA, Miall RC. Distinct systems for automatic and cognitively controlled time measurement: evidence from neuroimaging. Current Opinion in Neurobiology. 2003b; 13(2):250-5.
15. Teki S, Grube M, Griffiths TD. A unified model of time perception accounts for duration-based and beatbased timing mechanisms. Frontiers in Integrative Neuroscience. 2011;5.
16. Agostino PV, Golombek DA, Meck WH. Unwinding the molecular basis of interval and circadian timing. Frontiers in integrative neuroscience. 2011; 5.
17. Buonomano DV. The biology of time across different scales. Nature Chemical Biology. 2007; 3 (10):594-7.
18. Gibbon J, Malapani C, Dale CL, Gallistel CR. Toward a neurobiology of temporal cognition: Advances and challenges. Current Opinion in Neurobiology. 1997; 7(2):170-84.
19. Merchant H, Zarco W, Bartolo R, Prado L. The context of temporal processing is represented in the multidimensional relationships between timing tasks. PLoS One. 2008; 3(9):e3169. doi: 10.1371/journal. pone.0003169
20. Grondin S. Violation of the scalar property for time perception between 1 and 2 seconds: evidence from interval discrimination, reproduction, and categorization. Journal of Experimental Psychology: Human Perception and Performance. 2012; 38(4):880. doi: 10.1037/a0027188
21. Rammsayer TH. Neuropharmacological evidence for different timing mechanisms in humans. The Quarterly Journal of Experimental Psychology: Section B. 1999; 52(3):273-86.
22. Lewis PA, Miall RC. The precision of temporal judgement: milliseconds, many minutes, and beyond. Philosophical Transactions of the Royal Society B: Biological Sciences. 2009; 364(1525):1897-905.
23. Lewis PA, Meck WH. Time and the sleeping brain. The Psychologist. 2012; 25:594-7.
24. Matell MS, Meck WH. Neuropsychological mechanisms of interval timing behavior. Bioessays. 2000; 22(1):94-103.
25. Wiener M, Lee Y-S, Lohoff FW, Coslett HB. Individual differences in the morphometry and activation of time perception networks are influenced by dopamine genotype. Neuroimage. 2014; 89:10-22. doi: 10. 1016/j.neuroimage.2013.11.019
26. Coelho M, Ferreira JJ, Dias B, Sampaio C, Martins IP, Castro-Caldas A. Assessment of time perception: The effect of aging. Journal of the International Neuropsychological Society. 2004; 10(03):332-41.
27. Hancock PA, Rausch R. The effects of sex, age, and interval duration on the perception of time. Acta Psychologica. 2010; 133(2):170-9. doi: 10.1016/j.actpsy.2009.11.005
28. Block RA, Zakay D, Hancock PA. Human aging and duration judgments: A meta-Analytic review. Psychology and Aging. 1998; 13(4):584.
29. Baudouin A, Vanneste S, Isingrini M, Pouthas V. Differential involvement of internal clock and working memory in the production and reproduction of duration: A study on older adults. Acta Psychologica. 2006; 121(3):285-96.
30. Pouthas V, Perbal S. Time perception depends on accurate clock mechanisms as well as unimpaired attention and memory processes. Acta Neurobiologiae Experimentalis. 2004; 64(3):367-86.
31. Anderson JW, Rueda A, Schmitter-Edgecombe M. The Stability of Time Estimation in Older Adults. The International Journal of Aging and Human Development. 2014; 78(3):259-76.
32. Burle B, Casini L. Dissociation between activation and attention effects in time estimation: implications for internal clock models. Journal of Experimental Psychology: Human Perception and Performance. 2001; 27(1):195.
33. Lake JI, Meck WH. Differential effects of amphetamine and haloperidol on temporal reproduction: dopaminergic regulation of attention and clock speed. Neuropsychologia. 2013; 51(2):284-92. doi: 10.1016/j.neuropsychologia.2012.09.014
34. Bonnot O, Montalembert Md, Kermarrec S, Botbol M, Walter M, Coulon N. Are impairments of time perception in schizophrenia a neglected phenomenon? Journal of Physiology-Paris. 2011; 105(4):164-9.
35. Perbal S, Deweer B, Pillon B, Vidailhet M, Dubois B, Pouthas V. Effects of internal clock and memory disorders on duration reproductions and duration productions in patients with Parkinson's disease. Brain and Cognition. 2005; 58(1):35-48.
36. Poryazova R, Mensen A, Bislimi F, Huegli G, Baumann CR, Khatami R. Time perception in narcolepsy in comparison to patients with Parkinson's disease and healthy controls-An exploratory study. Journal of Sleep Research. 2013; 22(6):625-33. doi: 10.1111/jsr.12069
37. Morita T, Nishijima T, Tokura H. Time sense for short intervals during the follicular and luteal phases of the menstrual cycle in humans. Physiology & Behavior. 2005; 85(2):93-8.
38. Thönes S, Oberfeld D. Time perception in depression: A meta-Analysis. Journal of Affective Disorders. 2015.
39. Kitamura T, Kumar R. Time estimation and time production in depressive patients. Acta Psychiatrica Scandinavica. 1983; 68(1):15-21.
40. Oberfeld D, Thönes S, Palayoor BJ, Hecht H. Depression does not affect time perception and time-Tocontact estimation. Frontiers in Psychology. 2014; 5.
41. Allman MJ, Meck WH. Pathophysiological distortions in time perception and timed performance. Brain. 2012; 135(3):656-77.
42. Penney TB, Meck WH, Roberts SA, Gibbon J, Erlenmeyer-Kimling L. Interval-Timing deficits in individuals at high risk for schizophrenia. Brain and Cognition. 2005; 58(1):109-18.
43. Balci F, Wiener M, Cavdaroʇlu B, Coslett HB. Epistasis effects of dopamine genes on interval timing and reward magnitude in humans. Neuropsychologia. 2013; 51(2):293-308. doi: 10.1016/j. neuropsychologia.2012.08.002
44. Evangelou E, Ioannidis JP. Meta-Analysis methods for genome-wide association studies and beyond. Nature Reviews Genetics. 2013; 14(6):379-89. doi: 10.1038/nrg3472
45. Tucci V, Buhusi CV, Gallistel R, Meck WH. Towards an integrated understanding of the biology of timing. Philosophical Transactions of the Royal Society B: Biological Sciences. 2014; 369 (1637):20120470.
46. Sysoeva OV, Tonevitsky AG, Wackermann J. Genetic determinants of time perception mediated by the serotonergic system. PLoS One. 2010; 5(9):e12650. doi: 10.1371/journal.pone.0012650
47. Meck WH, Cheng R-K, MacDonald CJ, Gainetdinov RR, Caron MG, Cevik MO. Gene-dose dependent effects of methamphetamine on interval timing in dopamine-Transporter knockout mice. Neuropharmacology. 2012; 62(3):1221-9. doi: 10.1016/j.neuropharm.2011.01.042
48. Cirulli ET, Kasperavičiute D, Attix DK, Need AC, Ge D, Gibson G, et al. Common genetic variation and performance on standardized cognitive tests. European Journal of Human Genetics. 2010; 18(7):815-20 doi: 10.1038/ejhg.2010.2
49. Cirulli ET, Attix DK, Smith PJ, Chiba-Falek O, Pennuto TOC, Linney KN, et al. Contribution of pastimes and testing strategies to the performance of healthy volunteers on cognitive tests. The Clinical Neuropsychologist. 2011; 25(5):778-98. doi: 10.1080/13854046.2011.578587
50. Bartholomew AJ, Cirulli ET. Individual variation in vontagious yawning susceptibility is highly stable and largely unexplained by empathy or other known factors. PLoS One. 2014; 9(3):e91773. doi: 10.1371/journal.pone.0091773
51. Harris PA, Taylor R, Thielke R, Payne J, Gonzalez N, Conde JG. Research electronic data capture (REDCap)-A metadata-driven methodology and workflow process for providing translational research informatics support. Journal of biomedical informatics. 2009; 42(2):377-81. doi: 10.1016/j.jbi.2008.08. 010
52. Ottoni GL, Antoniolli E, Lara DR. The Circadian Energy Scale (CIRENS): Two simple questions for a reliable chronotype measurement based on energy. Chronobiology International. 2011; 28(3):229-37. doi: 10.3109/07420528.2011.553696
53. Beck AT, Steer RA, Brown GK. Manual for the beck depression inventory-II. San Antonio, TX: Psychological Corporation; 1996.
54. Sato T. The Eysenck personality questionnaire brief version: Factor structure and reliability. The Journal of Psychology: Interdisciplinary and Applied. 2005; 139(6):545-52.
55. Baharloo S, Johnston PA, Service SK, Gitschier J, Freimer NB. Absolute pitch: An approach for identification of genetic and nongenetic components. The American Journal of Human Genetics. 1998; 62 (2):224-31.
56. Brainard DH. The psychophysics toolbox. Spatial Vision. 1997; 10:433-6.
57. Fortin C, Rousseau R, Bourque P, Kirouac E. Time estimation and concurrent nontemporal processing: Specific interference from short-Term-memory demands. Perception & Psychophysics. 1993; 53 (5):536-48.
58. Hinton SC, Rao SM. "One-Thousandone. . . one-Thousandtwo. . .": Chronometric counting violates the scalar property in interval timing. Psychonomic Bulletin & Review. 2004; 11(1):24-30.
59. Rakitin BC, Malapani C. Effects of feedback on time production errors in aging participants. Brain Research Bulletin. 2008; 75(1):23-33.
60. Green DM. Stimulus selection in adaptive psychophysical procedures. The Journal of the Acoustical Society of America. 1990; 87(6):2662-74.
61. Green DM. A maximum-likelihood method for estimating thresholds in a yes-no task. The Journal of the Acoustical Society of America. 1993; 93(4):2096-105.
62. Grassi M, Soranzo A. MLP: A MATLAB toolbox for rapid and reliable auditory threshold estimation. Behavior Research Methods. 2009; 41(1):20-8. doi: 10.3758/BRM.41.1.20
63. StataCorp. Stata Statistical Software. Stata Statistical Software. College Station, TX: StataCorp LP; 2013.
64. Feng S, Wang S, Chen C-C, Lan L. GWAPower: A statistical power calculation software for genomewide association studies with quantitative traits. BMC genetics. 2011; 12(1):12.
65. Purcell S, Neale B, Todd-Brown K, Thomas L, Ferreira MAR, Bender D, et al. PLINK: A tool set for whole-genome association and population-based linkage analyses. The American Journal of Human Genetics. 2007; 81(3):559-75.
66. Cirulli ET, Lasseigne BN, Petrovski S, Sapp PC, Dion PA, Leblond CS, et al. Exome sequencing in amyotrophic lateral sclerosis identifies risk genes and pathways. Science. 2015:aaa3650.
67. Tucci V. Sleep, circadian rhythms, and interval timing: evolutionary strategies to time information. Frontiers in integrative neuroscience. 2011; 5.
68. Battery AIT. Manual of directions and scoring. (1944). Washington, DC: War Department, Adjutant General's Office.
69. Wechsler D, Scale WAI. WAIS-III. WMS-III technical manual. 1997.
70. Green P. Story recall test. Edmonton (CA): Green's Publishing. 2005.
71. Golden CJ. The measurement of creativity by the Stroop Color and Word Test. Journal of Personality Assessment. 1975; 39(5):502-6.
72. Rosen WG. Verbal fluency in aging and dementia. Journal of Clinical and Experimental Neuropsychology. 1980; 2(2):135-46.
73. Benton A, Hamsher K, Sivan A. Multilingual Aphasia Examination. Iowa City, IA: AJA Associates. Inc; 1989.
74. Gooch CM, Stern Y, Rakitin BC. Evidence for age-related changes to temporal attention and memory from the choice time production task. Aging, Neuropsychology, and Cognition. 2009; 16(3):285-310.
75. Matthews WJ, Meck WH. Time perception: The bad news and the good. Wiley Interdisciplinary Reviews: Cognitive Science. 2014; 5(4):429-46.
76. Rakitin BC, Gibbon J, Penney TB, Malapani C, Hinton SC, Meck WH. Scalar expectancy theory and peak-interval timing in humans. Journal of Experimental Psychology: Animal Behavior Processes. 1998; 24(1):15.
77. Block RA, Hancock PA, Zakay D. Sex differences in duration judgments: A meta-Analytic review. Memory & Cognition. 2000; 28(8):1333-46.
78. Pleil KE, Cordes S, Meck WH, Williams CL. Rapid and acute effects of estrogen on time perception in male and female rats. Frontiers in Integrative Neuroscience. 2011;5.
79. Wittmann M, Lehnhoff S. Age effects in perception of time. Psychological Reports. 2005; 97(3):921-35.
80. Perbal S, Droit-Volet S, Isingrini M, Pouthas V. Relationships between age-related changes in time estimation and age-related changes in processing speed, attention, and memory. Aging, Neuropsychology, and Cognition. 2002; 9(3):201-16.
81. McAuley JD, Jones MR, Holub S, Johnston HM, Miller NS. The time of our lives: life span development of timing and event tracking. Journal of Experimental Psychology: General. 2006; 135(3):348.
82. Lustig C, Meck WH. Modality differences in timing and temporal memory throughout the lifespan. Brain and cognition. 2011; 77(2):298-303. doi: 10.1016/j.bandc.2011.07.007
83. Lustig C. Grandfather's clock: Attention and interval timing in older adults. Functional and Neural Mechanisms of Interval Timing. 2003:261-93.
84. Gu B-M, Jurkowski AJ, Malapani C, Lake JI, Meck WH. Bayesian models of interval timing and the migration of temporal memories as a function of Parkinson's Disease and dopamine-related error processing. Time distortions in mind: Temporal processing in clinical populations Boston, MA: Brill Academic Publishers. 2015:284-329.
85. Espinosa-Fernández L, Miró E, Cano M, Buela-Casal G. Age-related changes and gender differences in time estimation. Acta Psychologica. 2003; 112(3):221-32.
86. Gilaie-Dotan S, Kanai R, Rees G. Anatomy of human sensory cortices reflects inter-individual variability in time estimation. Frontiers in Integrative Neuroscience. 2011;5.
87. Henley SM, Downey LE, Nicholas JM, Kinnunen KM, Golden HL, Buckley A, et al. Degradation of cognitive timing mechanisms in behavioural variant frontotemporal dementia. Neuropsychologia. 2014; 65:88-101. doi: 10.1016/j.neuropsychologia.2014.10.009
88. Schulz R, Wessel MJ, Zimerman M, Timmerman J, Gerloff C, Hummel FC. White matter integrity of specific dentato-Thalamo-cortical pathways is associated with learning gains in precise movement timing. Cerebral Cortex. 2014:bht356.
89. Ullén F, Forsman L, Blom O, Karabanov A, Madison G. Intelligence and variability in a simple timing task share neural substrates in the prefrontal white matter. The Journal of Neuroscience. 2008; 28 (16):4238-43. doi: 10.1523/JNEUROSCI.0825-08.2008
90. Troche SJ, Rammsayer TH. The influence of temporal resolution power and working memory capacity on psychometric intelligence. Intelligence. 2009; 37(5):479-86.
91. Rammsayer TH, Brandler S. On the relationship between general fluid intelligence and psychophysical indicators of temporal resolution in the brain. Journal of Research in Personality. 2002; 36(5):507-30.
92. Rammsayer TH, Brandler S. Performance on temporal information processing as an index of general intelligence. Intelligence. 2007; 35(2):123-39.
93. Broadway JM, Engle RW. Individual differences in working memory capacity and temporal discrimination. PLoS One. 2011; 6(10):e25422. doi: 10.1371/journal.pone.0025422
94. Wearden JH, Wearden AJ, Rabbitt PM. Age and IQ effects on stimulus and response timing. Journal of Experimental Psychology: Human Perception and Performance. 1997; 23(4):962.
95. Gu B, Cheng R, Yin B, Meck W. Quinpirole-induced sensitization to noisy/sparse periodic input: Temporal synchronization as a component of obsessive-compulsive disorder. Neuroscience. 2011; 179:143-50. doi: 10.1016/j.neuroscience.2011.01.048
96. Cirulli ET, Goldstein DB. Uncovering the roles of rare variants in common disease through wholegenome sequencing. Nature Reviews Genetics. 2010; 11(6):415-25. doi: 10.1038/nrg2779