Scaling behavior of human locomotor activity amplitude: Association with bipolar disorder

PLoS ONE

Volumn 6, Issue 5, 2011, Pages

  Indic, Premananda ^a   Salvatore, Paola ^b,c,d   Maggini, Carlo ^d   Ghidini, Stefano ^d,e   Ferraro, Gabriella ^d   Baldessarini, Ross J ^b,c   Murray, Greg ^f  

^a UNIVERSITY OF MASSACHUSETTS MEDICAL SCHOOL   (United States)

^b HARVARD MEDICAL SCHOOL   (United States)

^c MCLEAN HOSPITAL   (United States)

^d UNIVERSITY OF PARMA   (Italy)

^e Mental Health Department of Reggio Emilia   (Italy)

^f SWINBURNE UNIVERSITY OF TECHNOLOGY   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; BIPOLAR DISORDER; BIPOLAR MANIA; CLINICAL ARTICLE; CONTROLLED STUDY; HIGH RISK POPULATION; HUMAN; LOCOMOTION; VULNERABLE POPULATION; ADOLESCENT; ADULT; FEMALE; MALE; MIDDLE AGED; MOTOR ACTIVITY; PATHOPHYSIOLOGY; PHYSIOLOGY;

ADOLESCENT; ADULT; BIPOLAR DISORDER; FEMALE; HUMANS; MALE; MIDDLE AGED; MOTOR ACTIVITY; YOUNG ADULT;

EID: 79957829289     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0020650     Document Type: Article

References (40)

1. Gisiger T, (2001) Scale invariance in biology: Coincidence or footprint of a universal mechanism? Biological Reviews 76: 161-209.
2. Goldberger AL, Amaral LAN, Hausdorff JM, Ivanov PC, Peng CK, et al. (2002) Fractal dynamics in physiology: Alterations with disease and aging. Proceedings of the National Academy of Sciences of the United States of America 99: 2466-2472.
3. Hu K, Scheer FA, Ivanov P, Buijs RM, Shea SA, (2007) The suprachiasmatic nucleus functions beyond circadian rhythm generation. Neuroscience 149: 508-517.
4. Peng CK, Havlin S, Stanley HE, Goldberger AL, (1995) Quantification of scaling exponents and crossover phenomena in nonstationary heartbeat time series. Chaos 5: 82-87.
5. Costa M, Goldberger AL, Peng CK, (2002) Multiscale entropy analysis of complex physiologic time series. Physical Review Letters 89.
6. Frey U, Brodbeck T, Majumdar A, Taylor DR, Town GI, et al. (2005) Risk of severe asthma episodes predicted from fluctuation analysis of airway function. Nature 438: 667-670.
7. Hauge ER, Berle JO, Oedegaard KJ, Holsten F, Fasmer OB, (2011) Nonlinear Analysis of Motor Activity Shows Differences between Schizophrenia and Depression: A Study Using Fourier Analysis and Sample Entropy. PLoS One 6 (1): e16291.
8. Nakamura T, Kiyono K, Yoshiuchi K, Nakahara R, Struzik ZR, et al. (2007) Universal scaling law in human behavioral organization. Phys Rev Lett 99: 138103.
9. Nakamura T, Takumi T, Takano A, Aoyagi N, Yoshiuchi K, et al. (2008) Of mice and men-universality and breakdown of behavioral organization. PLoS ONE 3: e2050.
10. Henry BL, Minassian A, Young JW, Paulus MP, Geyer MA, et al. (2010) Cross-species assessments of motor and exploratory behavior related to bipolar disorder. Neuroscience & Biobehavioral Reviews 34: 1296-1306.
11. Murray G, (2010) Circadian and sleep/wake considerations in the practical management of bipolar disorder. In: Young A, Ferrier N, Michalak EE, editors. Practical management of bipolar disorder Cambridge Cambridge University Press pp. 152-162.
12. Roybal K, Theobold D, Graham A, Dinieri JA, Russo SJ, et al. (2007) Mania-like behavior induced by disruption of CLOCK. Proceedings of the National Academy of Science USA.
13. Depue RA, Krauss S, Spoont MR, Arbisi P, (1989) General behavior inventory identification of unipolar and bipolar affective conditions in a nonclinical university population. J Abnorm Psychol 98: 117-126.
14. Reichart CG, van der Ende J, Wals M, Hillegers MHJ, Nolen WA, et al. (2005) The use of the GBI as predictor of bipolar disorder in a population of adolescent offspring of parents with a bipolar disorder. Journal of Affective Disorders 89: 147-155.
15. Ivanov PC, Rosenblum MG, Peng CK, Mietus J, Havlin S, et al. (1996) Scaling behaviour of heartbeat intervals obtained by wavelet-based time-series analysis. Nature 383: 323-327.
16. Kantz H, Schreiber T, (2004) Nonlinear time series analysis. Cambridge Cambridge university press.
17. Hegger R, Kantz H, Schreiber T, (1999) Practical implementation of nonlinear time series methods: The TISEAN package. Chaos 9: 413-435.
18. Kodba S, Perc M, Marhl M, (2005) Detecting chaos from a time series. European Journal of Physics 26: 205-215.
19. Perc M, (2005) The dynamics of human gait. European Journal of Physics 26: 525-534.
20. Perc M, (2005) Nonlinear time series analysis of the human electrocardiogram. European Journal of Physics 26: 757-768.
21. Vitaterna MH, Ko CH, Chang AM, Buhr ED, Fruechte EM, et al. (2006) The mouse Clock mutation reduces circadian pacemaker amplitude and enhances efficacy of resetting stimuli and phase-response curve amplitude. Proc Natl Acad Sci U S A 103: 9327-9332.
22. Indic P, Forger DB, St Hilaire MA, Dean DA 2nd, Brown EN, et al. (2005) Comparison of amplitude recovery dynamics of two limit cycle oscillator models of the human circadian pacemaker. Chronobiol Int 22: 613-629.
23. Torrence C, Compo GP, (1998) A practical guide to wavelet analysis. Bulletin of the American Meteorological Society 69: 61-78.
24. Hu K, Ivanov P, Chen Z, Hilton MF, Stanley HE, et al. (2004) Non-random fluctuations and multi-scale dynamics regulation of human activity. Physica A 337: 307-318.
25. Barbasi A-L, Stanley HE, (1995) Fractal concepts in surface growth. Cambridge Cambridge University Press.
26. Theiler J, Eubank S, Longtin A, Galdrikian B, Farmer JD, (1992) Testinng for nonlinearity in time-series- The method of surrogate data. Physica D 58: 77-94.
27. Stauffer D, Stanley HE, (1996) From Newton to Mandelbrot: A primer in theoretical physics. Heidelberg Springer.
28. Papoulis A, Pillai SU, (2002) Probability, random variables and stochastic processes: McGraw Hill Higher Education.
29. Priestley MB, (1981) Spectral Analysis and Time series: Academic Press.
30. Carmona RA, Hwang WL, Torresani B, (1999) Multiridge detection and time-frequency reconstruction. Ieee Transactions on Signal Processing 47: 480-492.
31. Hu K, Van Someren EJW, Shea SA, Scheer FAJL, (2009) Reduction of scale invariance of activity fluctuations with aging and Alzheimer's disease: Involvement of the circadian pacemaker. Proceedings of the National Academy of Sciences of the United States of America 106: 2490-2494.
32. McGuffin P, Rijsdijk F, Andrew M, Sham P, Katz R, et al. (2003) The heritability of bipolar affective disorder and the genetic relationship to unipolar depression. Archives of General Psychiatry 60: 497-502.
33. Mansour HA, Monk TH, Nimgaonkar VL, (2005) Circadian genes and bipolar disorder. Ann Med 37: 196-205.
34. Depue RA, Krauss S, Spoont MR, Arbisi P, (1989) General Behavior Inventory identification of unipolar and bipolar affective conditions in a nonclinical university population. Journal of Abnormal Psychology 98: 117-126.
35. Reichart CG, van der Ende J, Wals M, Hillegers MHJ, Nolen WA, et al. (2005) The use of the GBI as predictor of bipolar disorder in a population of adolescent offspring of parents with a bipolar disorder. Journal of Affective Disorders 89: 147-155.
36. Young RC, Biggs JT, Ziegler VE, Meyer DA, (1978) A rating scale for mania: reliability, validity and sensitivity. Br J Psychiatry 133: 429-435.
37. Williams JBW, Link MJ, Rosenthal NE, Terman M, (1988) Structured Interview Guide for the Hamilton Depression Rating Scale- Seasonal Affective Disorder Version (SIGH-SAD). NY New York State Psychiatric Institute.
38. Klosterkotter J, Gross G, Huber G, Wieneke A, Steinmeyer EM, et al. (1997) Evaluation of the 'Bonn Scale for the Assessment of Basic Symptoms BSABS' as an instrument for the assessment of schizophrenia proneness: A review of recent findings. Neurology Psychiatry and Brain Research 5: 137-150.
39. Price TS, Baggs JE, Curtis AM, FitzGerald GA, Hogenesch JB, (2008) WAVECLOCK: wavelet analysis of circadian oscillation. Bioinformatics 24: 2794-2795.
40. Etchegaray JP, Yu EA, Indic P, Dallmann R, Weaver DR, (2010) Casein Kinase 1 Delta (CK1 delta) Regulates Period Length of the Mouse Suprachiasmatic Circadian Clock In Vitro. PLoS One 5 (4): e10303.