Mood dynamics in bipolar disorder

Pearl Moore1, Max A. Little2, Patrick E. McSharry3, Guy M. Goodwin4, John Geddes4
1Mathematical Institute, University of Oxford, Woodstock Road, Oxford, OX2 6GG, UK
2Aston University, Birmingham, B4 7ET, UK
3School of Geography and the Environment, University of Oxford, South Parks Road, Oxford OX1 3QY, UK
4Department of Psychiatry, University of Oxford, Oxford, OX3 7JX, UK

Tóm tắt

Từ khóa


Tài liệu tham khảo

American Psychiatric Association (2000) Diagnostic and statistical manual of mental disorders: DSM- IV-TR. American Psychiatric Association, Washington, DC.

Bauer M, Glenn T, Alda M, Grof P, Sagduyu K, Bauer R, Lewitzka U, Whybrow P: Comparison of pre-episode and pre-remission states using mood ratings from patients with bipolar disorder. Pharmacopsychiatry 2011,44(S 01):49–53. 10.1055/s-0031-1273765

Bonsall MB, Wallace-Hadrill SMA, Geddes JR, Goodwin GM, Holmes EA: Nonlinear time-series approaches in characterizing mood stability and mood instability in bipolar disorder. Proc R Soc B: Biol Sci 2012,279(1730):916–924. 10.1098/rspb.2011.1246

Bopp JM, Miklowitz DJ, Goodwin GM, Stevens W, Rendell JM, Geddes JR: The longitudinal course of bipolar disorder as revealed through weekly text messaging: a feasibility study, text message mood charting. Bipolar Disord 2010,12(3):327–334. doi:10.1111/j.1399–5618.2010.00807.x 10.1111/j.1399-5618.2010.00807.x

Chatfield C: Time-series Forecasting. Chapman and Hall/CRC, Boca Raton, London; 2002.

Daugherty D, Roque-Urrea T, Urrea-Roque J, Troyer J, Wirkus S, Porter MA: Mathematical models of bipolar disorder. Commun Nonlinear Sci Numerical Simul 2009,14(7):2897–2908. doi:10.1016/j.cnsns.2008.10.027 10.1016/j.cnsns.2008.10.027

Diebold FX, Mariano RS: Comparing predictive accuracy. J Bus & Econ Stat 2002,20(1):253–263. 10.1198/073500102753410444

Frank TD: A limit cycle oscillator model for cycling mood variations of bipolar disorder patients derived from cellular biochemical reaction equations. Commun Nonlinear Sci Numerical Simul 2013,18(8):2107–2119. 10.1016/j.cnsns.2012.12.037

Glenn T, Whybrow PC, Rasgon N, Grof P, Alda M, Baethge C, Bauer M: Approximate entropy of self-reported mood prior to episodes in bipolar disorder. Bipolar Disord 2006,8(5p1):424–429. doi:10.1111/j.1399–5618.2006.00373.x 10.1111/j.1399-5618.2006.00373.x

Gottschalk A, Bauer MS, Whybrow PC: Evidence of chaotic mood variation in bipolar disorder. Arch Gen Psychiatry 1995,52(11):947–959. doi:10.1001/archpsyc.1995.03950230061009 10.1001/archpsyc.1995.03950230061009

Gottschalk A, Bauer MS, Whybrow PC: Low-dimensional chaos in bipolar disorder? Arch Gen Psychiatry 1998,55(3):275–276. doi:10.1001/archpsyc.55.3.275 10.1001/archpsyc.55.3.275

Holmes EA, Deeprose C, Fairburn CG, Wallace-Hadrill S, Bonsall MB, Geddes JR, Goodwin GM: Mood stability versus mood instability in bipolar disorder: a possible role for emotional mental imagery. Behav Res Ther 2011,49(10):707–713. 10.1016/j.brat.2011.06.008

Hegger R, Kantz H, Schreiber T: Practical implementation of nonlinear time series methods: the TISEAN package. Chaos: Interdiscip J Nonlinear Sci 1999,9(2):413–435. 10.1063/1.166424

Judd LL: The long-term natural history of the weekly symptomatic status of bipolar I disorder. Arch Gen Psychiatry 2002,59(6):530–537. doi:10.1001/archpsyc.59.6.530 10.1001/archpsyc.59.6.530

Judd, LL, Akiskal HS, Schettler PJ, Coryell W, Endicott J, Maser JD, Solomon DA, Leon AC, Keller MB (2003) A prospective investigation of the natural history of the long-term weekly symptomatic status of bipolar II disorder60(3): 261–269.

Kantz H, Schreiber T: Nonlinear time series analysis. Cambridge University Press, Cambridge; 2004.

Krystal AD: Low-dimensional chaos in bipolar disorder? Arch Gen Psychiatry 1998,55(3):275–276. doi:10.1001/archpsyc.55.3.275 10.1001/archpsyc.55.3.275

Kugiumtzis D: Surrogate data test for nonlinearity including nonmonotonic transforms. Phys Rev E 2000,62(1):25–28. 10.1103/PhysRevE.62.R25

Lu Z-QJ: Modelling and forecasting financial data: techniques of nonlinear dynamics. Technometrics 2004,46(1):116–117. 10.1198/tech.2004.s749

McSharry PE: The danger of wishing for chaos. Nonlinear Dynamics Psychol Life Sci 2005,9(4):375–397.

Moore PJ, Little MA, McSharry PE, Geddes JR, Goodwin GM: Forecasting depression in bipolar disorder. IEEE Trans Biomed Eng 2012,59(10):2801–2807. 10.1109/TBME.2012.2210715

Moore, PJ, Little MA, McSharry PE, Geddes JR, Goodwin GM (2013) Correlates of depression in bipolar disorder. Proc R Soc B: Biol Sci 281(1776).

Pincus SM: Approximate entropy as a measure of system complexity. Proc Nat Acad Sci USA 1991, 88: 2297–2301. 10.1073/pnas.88.6.2297

Quantitative assessment strategies and issues for mood and other psychiatric serial study data Bipolar Disord 2003,5(4):287–294. doi:10.1034/j.1399–5618.2003.00036.x 10.1034/j.1399-5618.2003.00036.x

Rush AJ, Carmody T, Reimitz P-E: The inventory of depressive symptomatology (ids): clinician (ids-c) and self-report (ids-sr) ratings of depressive symptoms. Int J Methods Psychiatric Res 2000,9(2):45–59. 10.1002/mpr.79

Rush AJ: The 16-item quick inventory of depressive symptomatology (QIDS): clinician rating (QIDS-C): and self-report (QIDS-SR): a psychometric evaluation in patients with chronic major depression. Biol Psychiatry 2003,54(5):573. 10.1016/S0006-3223(02)01866-8

Steinacher A, Wright KA: Relating the bipolar spectrum to dysregulation of behavioural activation: a perspective from dynamical modelling. PloS one 2013,8(5):e63345. 10.1371/journal.pone.0063345

Theiler J, Eubank S, Longtin A, Galdrikian B, Doyne Farmer J: Testing for nonlinearity in time series: the method of surrogate data. Phys D: Nonlinear Phenomena 1992,58(1):77–94. 10.1016/0167-2789(92)90102-S

Wehr TA, Goodwin FK: Rapid cycling in manic-depressives induced by tricyclic antidepressants. Arch Gen Psychiat 1979, 36: 555–559. 10.1001/archpsyc.1979.01780050065007

Yeragani VK, Pohl R, Mallavarapu M, Balon R: Approximate entropy of symptoms of mood: an effective technique to quantify regularity of mood. Bipolar Disord 2003,5(4):279–286. doi:10.1034/j.1399–5618.2003.00012.x 10.1034/j.1399-5618.2003.00012.x