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Abstract

Objective:

Markers for treatment resistance in schizophrenia are needed to reduce delays in effective treatment. Nigrostriatal hyperdopaminergic function plays a critical role in the pathology of schizophrenia, yet antipsychotic nonresponders do not show increased dopamine function. Neuromelanin-sensitive MRI (NM-MRI), which indirectly measures dopamine function in the substantia nigra, has potential as a noninvasive marker for nonresponders. Increased NM-MRI signal has been shown in psychosis, but has not yet been assessed in nonresponders. In this study, the authors investigated whether nonresponders show lower NM-MRI signal than responders.

Methods:

NM-MRI scans were acquired in 79 patients with first-episode psychosis and 20 matched healthy control subjects. Treatment response was assessed at a 6-month follow-up. An a priori voxel-wise analysis within the substantia nigra tested the relation between NM-MRI signal and treatment response in patients.

Results:

Fifteen patients were classified as nonresponders and 47 patients as responders. Seventeen patients were excluded, primarily because of medication nonadherence or change in diagnosis. Voxel-wise analysis revealed 297 significant voxels in the ventral tier of the substantia nigra that were negatively associated with treatment response. Nonresponders and healthy control subjects had significantly lower NM-MRI signal than responders. Receiver operating characteristic curve analysis showed that NM-MRI signal separated nonresponders with areas under the curve between 0.62 and 0.85. In addition, NM-MRI signal in patients did not change over 6 months.

Conclusions:

These findings provide further evidence for dopaminergic differences between medication responders and nonresponders and support the potential of NM-MRI as a clinically applicable marker for treatment resistance in schizophrenia.

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Supplementary Material

File (appi.ajp.20220780.ds001.pdf)

Information & Authors

Information

Published In

Go to American Journal of Psychiatry
Go to American Journal of Psychiatry
American Journal of Psychiatry
Pages: 512 - 519
PubMed: 38476044

History

Received: 13 September 2022
Revision received: 1 March 2023
Revision received: 26 April 2023
Revision received: 27 July 2023
Accepted: 10 August 2023
Published online: 13 March 2024
Published in print: June 01, 2024

Keywords

  1. Schizophrenia Spectrum and Other Psychotic Disorders
  2. Neuroimaging
  3. Neuromelanin
  4. MRI
  5. Treatment-Resistant Schizophrenia
  6. First-Episode Psychosis

Authors

Affiliations

Marieke van der Pluijm, Ph.D. [email protected]
Department of Radiology and Nuclear Medicine (van der Pluijm, Reijers, Tjong Tjin Joe, Booij, van de Giessen) and Department of Psychiatry (van der Pluijm, de Haan), Amsterdam UMC, University of Amsterdam, Amsterdam; Department of Psychiatry, New York State Psychiatric Institute, Columbia University Medical Center, New York (Wengler, Horga); Royal’s Institute of Mental Health Research, University of Ottawa, Ottawa (Cassidy); Arkin Mental Health Care, Amsterdam (de Peuter).
Kenneth Wengler, Ph.D.
Department of Radiology and Nuclear Medicine (van der Pluijm, Reijers, Tjong Tjin Joe, Booij, van de Giessen) and Department of Psychiatry (van der Pluijm, de Haan), Amsterdam UMC, University of Amsterdam, Amsterdam; Department of Psychiatry, New York State Psychiatric Institute, Columbia University Medical Center, New York (Wengler, Horga); Royal’s Institute of Mental Health Research, University of Ottawa, Ottawa (Cassidy); Arkin Mental Health Care, Amsterdam (de Peuter).
Pascalle N. Reijers, B.Sc.
Department of Radiology and Nuclear Medicine (van der Pluijm, Reijers, Tjong Tjin Joe, Booij, van de Giessen) and Department of Psychiatry (van der Pluijm, de Haan), Amsterdam UMC, University of Amsterdam, Amsterdam; Department of Psychiatry, New York State Psychiatric Institute, Columbia University Medical Center, New York (Wengler, Horga); Royal’s Institute of Mental Health Research, University of Ottawa, Ottawa (Cassidy); Arkin Mental Health Care, Amsterdam (de Peuter).
Clifford M. Cassidy, Ph.D.
Department of Radiology and Nuclear Medicine (van der Pluijm, Reijers, Tjong Tjin Joe, Booij, van de Giessen) and Department of Psychiatry (van der Pluijm, de Haan), Amsterdam UMC, University of Amsterdam, Amsterdam; Department of Psychiatry, New York State Psychiatric Institute, Columbia University Medical Center, New York (Wengler, Horga); Royal’s Institute of Mental Health Research, University of Ottawa, Ottawa (Cassidy); Arkin Mental Health Care, Amsterdam (de Peuter).
Kaithlyn Tjong Tjin Joe, B.Sc.
Department of Radiology and Nuclear Medicine (van der Pluijm, Reijers, Tjong Tjin Joe, Booij, van de Giessen) and Department of Psychiatry (van der Pluijm, de Haan), Amsterdam UMC, University of Amsterdam, Amsterdam; Department of Psychiatry, New York State Psychiatric Institute, Columbia University Medical Center, New York (Wengler, Horga); Royal’s Institute of Mental Health Research, University of Ottawa, Ottawa (Cassidy); Arkin Mental Health Care, Amsterdam (de Peuter).
Olav R. de Peuter, M.D., Ph.D.
Department of Radiology and Nuclear Medicine (van der Pluijm, Reijers, Tjong Tjin Joe, Booij, van de Giessen) and Department of Psychiatry (van der Pluijm, de Haan), Amsterdam UMC, University of Amsterdam, Amsterdam; Department of Psychiatry, New York State Psychiatric Institute, Columbia University Medical Center, New York (Wengler, Horga); Royal’s Institute of Mental Health Research, University of Ottawa, Ottawa (Cassidy); Arkin Mental Health Care, Amsterdam (de Peuter).
Guillermo Horga, M.D., Ph.D.
Department of Radiology and Nuclear Medicine (van der Pluijm, Reijers, Tjong Tjin Joe, Booij, van de Giessen) and Department of Psychiatry (van der Pluijm, de Haan), Amsterdam UMC, University of Amsterdam, Amsterdam; Department of Psychiatry, New York State Psychiatric Institute, Columbia University Medical Center, New York (Wengler, Horga); Royal’s Institute of Mental Health Research, University of Ottawa, Ottawa (Cassidy); Arkin Mental Health Care, Amsterdam (de Peuter).
Jan Booij, M.D., Ph.D.
Department of Radiology and Nuclear Medicine (van der Pluijm, Reijers, Tjong Tjin Joe, Booij, van de Giessen) and Department of Psychiatry (van der Pluijm, de Haan), Amsterdam UMC, University of Amsterdam, Amsterdam; Department of Psychiatry, New York State Psychiatric Institute, Columbia University Medical Center, New York (Wengler, Horga); Royal’s Institute of Mental Health Research, University of Ottawa, Ottawa (Cassidy); Arkin Mental Health Care, Amsterdam (de Peuter).
Lieuwe de Haan, M.D., Ph.D.
Department of Radiology and Nuclear Medicine (van der Pluijm, Reijers, Tjong Tjin Joe, Booij, van de Giessen) and Department of Psychiatry (van der Pluijm, de Haan), Amsterdam UMC, University of Amsterdam, Amsterdam; Department of Psychiatry, New York State Psychiatric Institute, Columbia University Medical Center, New York (Wengler, Horga); Royal’s Institute of Mental Health Research, University of Ottawa, Ottawa (Cassidy); Arkin Mental Health Care, Amsterdam (de Peuter).
Elsmarieke van de Giessen, M.D., Ph.D.
Department of Radiology and Nuclear Medicine (van der Pluijm, Reijers, Tjong Tjin Joe, Booij, van de Giessen) and Department of Psychiatry (van der Pluijm, de Haan), Amsterdam UMC, University of Amsterdam, Amsterdam; Department of Psychiatry, New York State Psychiatric Institute, Columbia University Medical Center, New York (Wengler, Horga); Royal’s Institute of Mental Health Research, University of Ottawa, Ottawa (Cassidy); Arkin Mental Health Care, Amsterdam (de Peuter).

Notes

Send correspondence to Dr. van der Pluijm ([email protected]).
Presented in part at the annual meeting of the International Society for Magnetic Resonance in Medicine, London, May 7–12, 2022; the annual meeting of the Society of Biological Psychiatry, New Orleans, April 28–30, 2022; and the annual congress of the Schizophrenia International Research Society, Florence, Italy, April 6–10, 2022.

Competing Interests

Drs. Wengler, Cassidy, and Horga are inventors on patents for analysis and use of NM-MRI, licensed to Terran Biosciences, but have received no royalties. Drs. Cassidy and Horga have an investigator-initiated sponsored research agreement and a licensing agreement with Terran Biosciences. The other authors report no financial relationships with commercial interests.

Funding Information

Supported by a Veni grant (91618075) from the Netherlands Organization for Health Research and Development (ZonMw) (to Dr. van de Giessen). This work was also funded by NIMH grants R01 MH117323 and R01 MH114965 (to Dr. Horga).

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