Cited by 46Bipolar Disorder and TreatmentAdvanced MRI Techniques and ApplicationsTreatment of Major Depression

Alterations of the cerebellum and basal ganglia in bipolar disorder mood states detected by quantitative T1ρ mapping

Open access
Johnson, Casey P, Christensen, Gary E, Fiedorowicz, Jess G, Mani, Merry, Shaffer, Joseph J, Magnotta, Vincent A, Wemmie, John A·2018·Bipolar Disorders

Abstract

Objectives: Quantitative mapping of T1 relaxation in the rotating frame (T1ρ) is a magnetic resonance imaging technique sensitive to pH and other cellular and microstructural factors, and is a potentially valuable tool for identifying brain alterations in bipolar disorder. Recently, this technique identified differences in the cerebellum and cerebral white matter of euthymic patients vs healthy controls that were consistent with reduced pH in these regions, suggesting an underlying metabolic abnormality. The current study built upon this prior work to investigate brain T1ρ differences across euthymic, depressed, and manic mood states of bipolar disorder. Methods: Forty participants with bipolar I disorder and 29 healthy control participants matched for age and gender were enrolled. Participants with bipolar disorder were imaged in one or more mood states, yielding 27, 12, and 13 imaging sessions in euthymic, depressed, and manic mood states, respectively. Three‐dimensional, whole‐brain anatomical images and T1ρ maps were acquired for all participants, enabling voxel‐wise evaluation of T1ρ differences between bipolar mood state and healthy control groups. Results: All three mood state groups had increased T1ρ relaxation times in the cerebellum compared to the healthy control group. Additionally, the depressed and manic groups had reduced T1ρ relaxation times in and around the basal ganglia compared to the control and euthymic groups. Conclusions: The study implicated the cerebellum and basal ganglia in the pathophysiology of bipolar disorder and its mood states, the roles of which are relatively unexplored. These findings motivate further investigation of the underlying cause of the abnormalities, and the potential role of altered metabolic activity in these regions.

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1111/bdi.12581

Cites

2 of 2 references verified0 citation errors · 0 not checkable

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • Cerebellar abnormalities (reduced volumes, abnormal functional connectivity, abnormal metabolism) are present in bipolar disorder compared to neuronormative populations.

    “In bipolar disorder, subjects show reduced cerebellar volumes (Baldacara et al., 2011; DelBello et al., 1999; Mills et al., 2005), abnormal cerebellar functional connectivity (Liang et al., 2013), and abnormal cerebellar metabolism (Johnson et al., 2018; Magnotta et al., 2022) compared to neuronormative populations.”

    From A double-blind, randomized, sham-controlled clinical trial of cerebellar intermittent theta burst stimulation for bipolar disorder: Safety, tolerability, mood and cognitive effects (2025) · cites this paper as Johnson et al., 2018

    Johnson et al. report increased cerebellar T1ρ relaxation times in all three bipolar mood-state groups compared with healthy controls (Results, “Mood States vs. Controls”). The Discussion says this is consistent with reduced pH that may reflect metabolic variation, but does not establish abnormal cerebellar metabolism directly. The citation is attached to metabolism, not to the separate volume or connectivity claims. (LLM, conf=0.86)

    Experimental — accuracy not yet measured

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Cites

Flagged first, then by citations

Research works printed but not linked: 67

  1. [1]Strakowski SM Adler CM Almeida J Altshuler LL Blumberg HP Chang KD DelBello MP Frangou S McIntosh A Phillips ML Sussman JE Townsend JD The functional neuroanatomy of bipolar disorder: a consensus model Bipolar Disord 2012 14 313 325 22631617 PMC3874804
  2. [2]Phillips ML Swartz HA A critical appraisal of neuroimaging studies of bipolar disorder: toward a new conceptualization of underlying neural circuitry and a road map for future research Am J Psychiatry 2014 171 829 843 24626773 PMC4119497
  3. [3]Brambilla P Bellani M Yeh PH Soares JC Tansella M White matter connectivity in bipolar disorder Int Rev Psychiatry 2009 21 380 386 20374151
  4. [4]Pan L Keener MT Hassel S Phillips ML Functional neuroimaging studies of bipolar disorder: examining the wide clinical spectrum in the search for disease endophenotypes Int Rev Psychiatry 2009 21 368 379 20374150
  5. [5]Heng S Song AW Sim K White matter abnormalities in bipolar disorder: insights from diffusion tensor imaging studies J Neural Transm 2010 117 639 654 20107844
  6. [6]Vederine FE Wessa M Leboyer M Houenou J A meta-analysis of whole-brain diffusion tensor imaging studies in bipolar disorder Prog Neuropsychopharmacol Biol Psychiatry 2011 35 1820 1826 21624424
  7. [7]Vargas C Lopez-Jaramillo C Vieta E A systematic literature review of resting state network--functional MRI in bipolar disorder J Affect Disord 2013 150 727 735 23830141
  8. [8]Marlinge E Bellivier F Houenou J White matter alterations in bipolar disorder: potential for drug discovery and development Bipolar Disord 2014 16 97 112 24571279
  9. [9]Emsell L McDonald C The structural neuroimaging of bipolar disorder Int Rev Psychiatry 2009 21 297 313 20374145
  10. [10]Schneider MR DelBello MP McNamara RK Strakowski SM Adler CM Neuroprogression in bipolar disorder Bipolar Disord 2012 14 356 374 22631620
  11. [11]Kato T Kato N Mitochondrial dysfunction in bipolar disorder Bipolar Disord 2000 2 180 190 11256685
  12. [12]Stork C Renshaw PF Mitochondrial dysfunction in bipolar disorder: evidence from magnetic resonance spectroscopy research Mol Psychiatry 2005 10 900 919 16027739
  13. [13]Johnson CP Follmer RL Oguz I Warren LA Christensen GE Fiedorowicz JG Magnotta VA Wemmie JA Brain abnormalities in bipolar disorder detected by quantitative T1rho mapping Mol Psychiatry 2015 20 201 206 25560762 PMC4346383
  14. [14]Kettunen MI Grohn OH Silvennoinen MJ Penttonen M Kauppinen RA Effects of intracellular pH, blood, and tissue oxygen tension on T1rho relaxation in rat brain Magn Reson Med 2002 48 470 477 12210911
  15. [15]Michaeli S Burns TC Kudishevich E Harel N Hanson T Sorce DJ Garwood M Low WC Detection of neuronal loss using T1rho MRI assessment of 1H2O spin dynamics in the aphakia mouse J Neurosci Methods 2009 177 160 167 19027791 PMC2637389
  16. [16]Jin T Autio J Obata T Kim SG Spin-locking versus chemical exchange saturation transfer MRI for investigating chemical exchange process between water and labile metabolite protons Magn Reson Med 2011 65 1448 1460 21500270 PMC3061975
  17. [17]Magnotta VA Heo HY Dlouhy BJ Dahdaleh NS Follmer RL Thedens DR Welsh MJ Wemmie JA Detecting activity-evoked pH changes in human brain Proc Natl Acad Sci USA 2012 109 8270 8273 22566645 PMC3361452
  18. [18]Jin T Mehrens H Hendrich KS Kim SG Mapping brain glucose uptake with chemical exchange-sensitive spin-lock magnetic resonance imaging J Cereb Blood Flow Metab 2014 34 1402 1410 24865996 PMC4126103
  19. [19]Zu Z Spear J Li H Xu J Gore JC Measurement of regional cerebral glucose uptake by magnetic resonance spin-lock imaging Magn Reson Imaging 2014 32 1078 1084 24960367 PMC4171348
  20. [20]Kato T Murashita J Kamiya A Shioiri T Kato N Inubushi T Decreased brain intracellular pH measured by 31P-MRS in bipolar disorder: a confirmation in drug-free patients and correlation with white matter hyperintensity Eur Arch Psychiatry Clin Neurosci 1998 248 301 306 9928909
  21. [21]Hamakawa H Murashita J Yamada N Inubushi T Kato N Kato T Reduced intracellular pH in the basal ganglia and whole brain measured by 31P-MRS in bipolar disorder Psychiatry Clin Neurosci 2004 58 82 88 14678462
  22. [23]Hoppenbrouwers SS Schutter DJ Fitzgerald PB Chen R Daskalakis ZJ The role of the cerebellum in the pathophysiology and treatment of neuropsychiatric disorders: a review Brain Res Rev 2008 59 185 200 18687358
  23. [24]Montgomery SA Asberg M A new depression scale designed to be sensitive to change Br J Psychiatry 1979 134 382 389 444788
  24. [25]Young RC Biggs JT Ziegler VE Meyer DA A rating scale for mania: reliability, validity and sensitivity Br J Psychiatry 1978 133 429 435 728692
  25. [26]Johnson CP Thedens DR Magnotta VA Precision-guided sampling schedules for efficient T1rho mapping J Magn Reson Imaging 2015 41 242 250 24474423
  26. [27]Cox RW AFNI: software for analysis and visualization of functional magnetic resonance neuroimages Comput Biomed Res 1996 29 162 173 8812068
  27. [29]Pierson R Johnson H Harris G Keefe H Paulsen JS Andreasen NC Magnotta VA Fully automated analysis using BRAINS: AutoWorkup Neuroimage 2011 54 328 336 20600977 PMC3827877
  28. [30]Avants BB Tustison NJ Song G Cook PA Klein A Gee JC A reproducible evaluation of ANTs similarity metric performance in brain image registration Neuroimage 2011 54 2033 2044 20851191 PMC3065962
  29. [31]Watts R Andrews T Hipko S Gonyea JV Filippi CG In vivo whole-brain T1-rho mapping across adulthood: normative values and age dependence J Magn Reson Imaging 2014 40 376 382 24227659
  30. [32]Makris N Schlerf JE Hodge SM Haselgrove C Albaugh MD Seidman LJ Rauch SL Harris G Biederman J Caviness VS Jr Kennedy DN Schmahmann JD MRI-based surface-assisted parcellation of human cerebellar cortex: an anatomically specified method with estimate of reliability Neuroimage 2005 25 1146 1160 15850732
  31. [34]Johnson CP Follmer RL Oguz I Warren LA Christensen GE Fiedorowicz JG Magnotta VA Wemmie JA Quantitative T1rho mapping links the cerebellum and lithium use in bipolar disorder Mol Psychiatry 2015 20 149 25727373
  32. [36]Bolbecker AR Mehta C Johannesen JK Edwards CR O’Donnell BF Shekhar A Nurnberger JI Steinmetz JE Hetrick WP Eyeblink conditioning anomalies in bipolar disorder suggest cerebellar dysfunction Bipolar Disord 2009 11 19 32 19133963
  33. [37]Bolbecker AR Hong SL Kent JS Forsyth JK Klaunig MJ Lazar EK O’Donnell BF Hetrick WP Paced finger-tapping abnormalities in bipolar disorder indicate timing dysfunction Bipolar Disord 2011 13 99 110 21320257 PMC3079233
  34. [38]Bolbecker AR Hong SL Kent JS Klaunig MJ O’Donnell BF Hetrick WP Postural control in bipolar disorder: increased sway area and decreased dynamical complexity PLoS One 2011 6 e19824 21611126 PMC3097205
  35. [39]Martin LF Olincy A Ross RG Du YP Singel D Shatti S Tregellas JR Cerebellar hyperactivity during smooth pursuit eye movements in bipolar disorder J Psychiatr Res 2011 45 670 677 20950824
  36. [40]Bolbecker AR Westfall DR Howell JM Lackner RJ Carroll CA O’Donnell BF Hetrick WP Increased timing variability in schizophrenia and bipolar disorder PLoS One 2014 9 e97964 24848559 PMC4029800
  37. [41]Chrobak AA Siuda-Krzywicka K Siwek GP Arciszewska A Siwek M Starowicz-Filip A Dudek D Implicit motor learning in bipolar disorder J Affect Disord 2015 174 250 256 25527995
  38. [42]Cecil KM DelBello MP Sellars MC Strakowski SM Proton magnetic resonance spectroscopy of the frontal lobe and cerebellar vermis in children with a mood disorder and a familial risk for bipolar disorders J Child Adolesc Psychopharmacol 2003 13 545 555 14977467
  39. [43]Singh MK Spielman D Libby A Adams E Acquaye T Howe M Kelley R Reiss A Chang KD Neurochemical deficits in the cerebellar vermis in child offspring of parents with bipolar disorder Bipolar Disord 2011 13 189 197 21443573 PMC3066452
  40. [44]Altamura AC Bertoldo A Marotta G Paoli RA Caletti E Dragogna F Buoli M Baglivo V Mauri MC Brambilla P White matter metabolism differentiates schizophrenia and bipolar disorder: a preliminary PET study Psychiatry Res 2013 214 410 414 24144506
  41. [45]Fatemi SH Folsom TD Rooney RJ Thuras PD Expression of GABAA alpha2-, beta1- and epsilon-receptors are altered significantly in the lateral cerebellum of subjects with schizophrenia, major depression and bipolar disorder Transl Psychiatry 2013 3 e303 24022508 PMC3784760
  42. [46]Benson BE Willis MW Ketter TA Speer A Kimbrell TA George MS Herscovitch P Post RM Interregional cerebral metabolic associativity during a continuous performance task (Part II): differential alterations in bipolar and unipolar disorders Psychiatry Res 2008 164 30 47 18801648
  43. [47]Strakowski SM Delbello MP Adler CM The functional neuroanatomy of bipolar disorder: a review of neuroimaging findings Mol Psychiatry 2005 10 105 116 15340357
  44. [48]Hajek T Carrey N Alda M Neuroanatomical abnormalities as risk factors for bipolar disorder Bipolar Disord 2005 7 393 403 16176432
  45. [49]Hwang J Lyoo IK Dager SR Friedman SD Oh JS Lee JY Kim SJ Dunner DL Renshaw PF Basal ganglia shape alterations in bipolar disorder Am J Psychiatry 2006 163 276 285 16449482
  46. [50]Liu CH Li F Li SF Wang YJ Tie CL Wu HY Zhou Z Zhang D Dong J Yang Z Wang CY Abnormal baseline brain activity in bipolar depression: a resting state functional magnetic resonance imaging study Psychiatry Res 2012 203 175 179 23017873
  47. [51]Altinay MI Hulvershorn LA Karne H Beall EB Anand A Differential resting-state functional connectivity of striatal subregions in bipolar depression and hypomania Brain Connect 2016 6 255 265 26824737 PMC4827275
  48. [52]Hoshi E Tremblay L Feger J Carras PL Strick PL The cerebellum communicates with the basal ganglia Nat Neurosci 2005 8 1491 1493 16205719
  49. [53]Bostan AC Dum RP Strick PL The basal ganglia communicate with the cerebellum Proc Natl Acad Sci U S A 2010 107 8452 8456 20404184 PMC2889518
  50. [54]Fountoulakis KN Giannakopoulos P Kovari E Bouras C Assessing the role of cingulate cortex in bipolar disorder: neuropathological, structural and functional imaging data Brain Res Rev 2008 59 9 21 18539335
  51. [55]Weber WA Dudley J Lee JH Strakowski SM Adler CM DelBello MP A pilot study of alterations in high energy phosphoryl compounds and intracellular pH in unmedicated adolescents with bipolar disorder J Affect Disord 2013 150 1109 1113 23706839
  52. [56]Chu WJ Delbello MP Jarvis KB Norris MM Kim MJ Weber W Lee JH Strakowski SM Adler CM Magnetic resonance spectroscopy imaging of lactate in patients with bipolar disorder Psychiatry Res 2013 213 230 234 23810640
  53. [57]Hanford LC Nazarov A Hall GB Sassi RB Cortical thickness in bipolar disorder: a systematic review Bipolar Disord 2016 18 4 18 26851067
  54. [58]Moorhead TW McKirdy J Sussmann JE Hall J Lawrie SM Johnstone EC McIntosh AM Progressive gray matter loss in patients with bipolar disorder Biol Psychiatry 2007 62 894 900 17617385
  55. [59]Baldacara L Nery-Fernandes F Rocha M Quarantini LC Rocha GG Guimaraes JL Araujo C Oliveira I Miranda-Scippa A Jackowski A Is cerebellar volume related to bipolar disorder? J Affect Disord 2011 135 305 309 21783257
  56. [60]Eker C Simsek F Yilmazer EE Kitis O Cinar C Eker OD Coburn K Gonul AS Brain regions associated with risk and resistance for bipolar I disorder: a voxel-based MRI study of patients with bipolar disorder and their healthy siblings Bipolar Disord 2014 16 249 261 24589068
  57. [61]Adler CM DelBello MP Jarvis K Levine A Adams J Strakowski SM Voxel-based study of structural changes in first-episode patients with bipolar disorder Biol Psychiatry 2007 61 776 781 17027928
  58. [62]Laidi C d’Albis MA Wessa M Linke J Phillips ML Delavest M Bellivier F Versace A Almeida J Sarrazin S Poupon C Le Dudal K Daban C Hamdani N Leboyer M Houenou J Cerebellar volume in schizophrenia and bipolar I disorder with and without psychotic features Acta Psychiatr Scand 2015 131 223 233 25430729 PMC4329064
  59. [63]Loeber RT Sherwood AR Renshaw PF Cohen BM Yurgelun-Todd DA Differences in cerebellar blood volume in schizophrenia and bipolar disorder Schizophr Res 1999 37 81 89 10227110
  60. [64]Loeber RT Gruber SA Cohen BM Renshaw PF Sherwood AR Yurgelun-Todd DA Cerebellar blood volume in bipolar patients correlates with medication Biol Psychiatry 2002 51 370 376 11904131
  61. [65]Berk M Kapczinski F Andreazza AC Dean OM Giorlando F Maes M Yucel M Gama CS Dodd S Dean B Magalhaes PV Amminger P McGorry P Malhi GS Pathways underlying neuroprogression in bipolar disorder: focus on inflammation, oxidative stress and neurotrophic factors Neurosci Biobehav Rev 2011 35 804 817 20934453
  62. [66]Konradi C Sillivan SE Clay HB Mitochondria, oligodendrocytes and inflammation in bipolar disorder: evidence from transcriptome studies points to intriguing parallels with multiple sclerosis Neurobiol Dis 2012 45 37 47 21310238 PMC3117935
  63. [67]Sayana P Colpo GD Simoes LR Giridharan VV Teixeira AL Quevedo J Barichello T A systematic review of evidence for the role of inflammatory biomarkers in bipolar patients J Psychiatr Res 2017 92 160 182 28458141
  64. [68]Mangia S Carpenter AF Tyan AE Eberly LE Garwood M Michaeli S Magnetization transfer and adiabatic T1rho MRI reveal abnormalities in normal-appearing white matter of subjects with multiple sclerosis Mult Scler 2014 20 1066 1073 24336350 PMC4205209
  65. [69]Fiedorowicz JG Prossin AR Johnson CP Christensen GE Magnotta VA Wemmie JA Peripheral inflammation during abnormal mood states in bipolar I disorder J Affect Disord 2015 187 172 178 26339927 PMC4587340
  66. [70]Mangia S Liimatainen T Garwood M Michaeli S Rotating frame relaxation during adiabatic pulses vs. conventional spin lock: simulations and experimental results at 4 T Magn Reson Imaging 2009 27 1074 1087 19559559 PMC2746880
  67. [71]Liimatainen T Mangia S Ling W Ellermann J Sorce DJ Garwood M Michaeli S Relaxation dispersion in MRI induced by fictitious magnetic fields J Magn Reson 2011 209 269 276 21334231 PMC3066437

Cited by

Sorted by citations

Authors
Johnson, C. P., Christensen, G. E., Fiedorowicz, J. G., Mani, M., Shaffer, J. J., Magnotta, V. A., & Wemmie, J. A.
Affiliations
University of Iowa (US)
Corresponding author
  • Magnotta, Vincent A
  • Wemmie, John A
Venue
Bipolar Disorders
Publisher
Wiley
Published
2018-01-07
Volume
20
Issue
4
Pages
381-390
ISSN
  • 1398-5647 (ISSN-L)
  • 1399-5618
OpenAlex
W2783427306
Cited by
46
References
2
Citations by year
2026: 2 · 2025: 7 · 2024: 3 · 2023: 4 · 2022: 6 · 2021: 5 · 2020: 7 · 2019: 8 · 2018: 4
FWCI
4.72
Type
journal article
Language
en
Open access
Locations
  • Bipolar Disorders (publishedVersion)
  • PubMed (publishedVersion)
  • PubMed Central (acceptedVersion)
Funders
  • National Institute on Drug Abuse (R01DA037216)
  • University of Iowa (U54TR001013)
  • National Institute of Mental Health (K23MH083695, R01MH085724, R01MH111578)
  • National Heart, Lung, and Blood Institute (P01HL014388, R01HL113863)
  • Brain and Behavior Research Foundation (NARSAD Independent Investigator Award, NARSAD Young Investigator Award)
  • National Institutes of Health (U54TR001013)
Topics
  • Health Sciences › Medicine › Psychiatry and Mental health › Bipolar Disorder and Treatment
  • Health Sciences › Medicine › Radiology, Nuclear Medicine and Imaging › Advanced MRI Techniques and Applications
  • Health Sciences › Medicine › Pharmacology › Treatment of Major Depression
Keywords
bipolar disorder, T1rho mapping, cerebellum, basal ganglia, mood states, mania, depression, brain pH, brain metabolism, brain microstructure, pathophysiology
MeSH terms
Correlation of Data, Adult, Affect, Basal Ganglia, Bipolar Disorder, Brain Mapping, Cerebellum, Female, Humans, Hydrogen-Ion Concentration, Magnetic Resonance Imaging, Male, Middle Aged, Research Design

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review