Projects per year
Personal profile
Biography
Before medicine: In ’76 I began studying for a BSc in Electrical & Electronic Engineering then switched to the last 3 years of Pure Physics at Strathclyde University. After this I did a PhD in Physics at Glasgow University, using electron microscopy to study animal & human pathology samples of aluminium poisoning, for quantitative spectroscopic chemical analyses. The work was supported by a CASE studentship with sponsorship from Riker Laboratories Ltd, Loughborough, a pharmaceutical company. I spent significant time developing software which was later used by Glasgow University in part-payment for a new electron microscope.
After PhD studies I worked for three years as NHS Medical Physicist in Glasgow, in Radiotherapy Treatment Planning and Nuclear Medicine, then one year as Software R&D Engineer for General Electric Ltd, Hertfordshire, developing a new Radiotherapy Treatment Planning system, an earlier version of which I had used as an NHS Medical Physicist at Belvidere Hospital in Glasgow.
Medicine: I began studying Medicine at Edinburgh University in ’89 and became interested in psychiatric neuroimaging during an undergraduate medical student placement at the MRC Brain Metabolism Unit, Royal Edinburgh Hospital. After graduating MB ChB, I trained in psychiatry based at the Royal Edinburgh Hospital, obtained Royal College of Psychiatrists Membership (MRCPsych), then worked for Edinburgh University as a Clinical Lecturer & Honorary Specialist Registrar in Psychiatry.
This is when I first became interested in Neuropsychiatric Illnesses, which are a small fraction of General Psychiatry (‘mental health’) referrals, but occur in a significant number (~4%) of the UK's population. These illnesses are associated with quantitative brain abnormalities, cognitive and motivational impairments, ‘soft’ neurological signs, a substantial reduction in average life expectancy, now recognised as mostly due to treatable cardiometabolic causes, and can be objectively diagnosed in individual patients using neuroimaging with machine learning.
On obtaining a CCST in General Psychiatry and an MD in Psychiatry & Neuroimaging, I moved in ‘04 to Aberdeen University as Clinical Senior Lecturer & Honorary Consultant Psychiatrist. During this period I was effectively a full-time NHS Consultant Psychiatrist, focusing on inpatient work but also dealing with community MHA detentions. As such, I was one of the last academic psychiatrists in the UK running an NHS General Psychiatry inpatient service. After 5 years I moved to Dundee University and was later elected Fellow of the Royal College of Psychiatrists (FRCPsych).
Research
My clinical academic interests are Neuropsychiatric and Neurological Illnesses. The former comprise: melancholia, mania, psychosis, addictions, schizophrenia, dementia; the latter include: movement disorders, chronic pain, epilepsy, glioblastoma. Regarding NHS work, over the past 20 years as a Consultant I have worked in a range of secondary and tertiary care settings, with a particular interest in mood disorders: General Psychiatry inpatients; treatment-resistant depression at the Advanced Interventions Service, a nationally commissioned NHS specialist service; Addictions Service outpatients; and Neurology outpatients, mostly patients with Parkinson's disease but also epilepsy.
Two research themes:
i) Machine learning for individual patient diagnostic and prognostic predictions. Initial work were proof of concept studies using research data now focused on application to routinely acquired NHS data. Success in obtaining MRC Programme Grant and follow-on funding ('PICTURES' and 'ScanDan').
ii) Mechanisms research, which includes computational modelling of decision making and brain function, causal therapeutic interventions for brain disorders and back translation for drug discovery. Success in obtaining two major MRC grants ('CAPE' and 'PAINSTORM').
Selected Publications:
Semple, D., Suveges, S., Steele, J.D. (2024) "Electroconvulsive treatment response and remission for moderate to severe depressive illness: a decade of national Scottish data", British Journal of Psychiatry (in press)
Gilmour, W., Mackenzie, G., Feile, M., Tayler-Grint, T., Suveges, S., Macfarlane, J.A., Macleod, A., Marshall, V., Grunwald, I.Q., Steele, J.D., Gilbertson, T. (2024) "Impaired value-based decision-making in Parkinson's disease apathy", Brain (in press)
de A. Marcelino, A. L., Gray, O., Al-Fatly, B., Gilmour, W., Steele, J.D., Kühn, A. A., & Gilbertson, T. (2023). "Pallidal neuromodulation of the explore/exploit trade-off in decision-making", eLife, 12, Article e79642. https://doi.org/10.7554/eLife.79642
Tolomeo, S., Baldacchino, A., Volkow, N., Steele, J.D. (2022) "Protracted Abstinence in Males with an Opioid Use Disorder: Partial Recovery of Nuceus Accumbens Function", Translational Psychiatry, (in press)
Backhouse, E., Shenkin, S., McIntosh, A., Bastin, M., Whalley, H., Hernandez, M., Munoz-Maniega, M., Harris, M., Stolicyn, A., Campbell, A., Steele, JD, Waiter, G., Sandu, A., Waymont, J., Murray, A., Cox, S., de Rooij, S., Roseboom, T., Wardlaw, J (2021) "Early life predictors of late life cerebral small vessel disease in four prospective cohort studies." Brain (in press)
Tolomeo, S., Macfarlane, J., Baldacchino A., Koob, G., Steele, J.D. (2020) “Alcohol Binge Drinking: Negative and Positive Valence System Abnormalities” Biological Psychiatry: Cognitive Neuroscience and Neuroimaging 6(1): 126-134
Rupprechter, S., Romaniuk, L., Series, P., Hirose, Y., Hawkins, E., Sandu-Giuraniuc, A., Waiter, G., McNeil, C., Shen, X., Harris, M., Campbell, A., Porteous, D., McFarlane, J., Lawrie, S., Murray, A., Delgado, M., McIntosh, A., Whalley H., Steele, J.D. (2020) “Blunted Medial Prefrontal Reward-Related Effective Connectivity and Depression" Brain 143(6): 1946-1956
Steele, J.D., Paulus, M. (2019) “Pragmatic Neuroscience for Clinical Psychiatry”, British Journal of Psychiatry 215(1), 404-408
Geugies, H., Mocking, R., Figueroa, C., Groot, P., Marsman, J., Servaas, M., Steele, J.D., Schene, A., Rhue, H (2019) “‘Impaired Reward-Related Learning Signals in Remitted Unmedicated Patients with Recurrent Depression” Brain 142(8): 2510-2522
Queirazza, F., Fouragnan, E., Steele, J.D., Cavanagh, J., Philiastides, M. (2019) “Neural correlates of weighted reward prediction error during reinforcement learning classify response to Cognitive Behavioural Therapy in depression” Science Advances 5(7) doi: 10.1126/sciadv.aav4926
Tolomeo, S., Christmas, D., Jentzsch, I., Johnston, B., Sprenglemeyer, R., Matthews, K., Steele, J.D. (2016) “A Causal Role for the Anterior Mid-Cingulate Cortex in Negative Affect and Cognitive Control” Brain 139(Pt 6) 1844-54
Johnston, B.A.., Tolomeo, S, Gradin, V., Christmas, D., Matthews, K., Steele J.D. (2015) “Failure of Hippocampal Deactivation during Loss Events in Treatment-Resistant Depression” Brain 138(9) 2766-76
Gradin V., Baldacchino A., Balfour D., Matthews K, Steele J.D. (2014) “Abnormal Brain Activity during a Reward and Loss Task in Opiate Dependent Patients receiving Methadone Maintenance Therapy" Neuropsychopharmacology 39(4): 885-94
Mwangi, B., Ebmeier K.P., Matthews, K.M., Steele, J.D. (2012) "Multicentre Diagnostic Classification of Individual Structural Neuroimaging Scans from Patients with Major Depressive Disorder", Brain 135(1) 1508-21
Perrin, J., Merz, S., Bennett, D.., Currie, J., Steele J.D., Reid I., Schwarzbauer C. (2012) "Electroconvulsive Therapy Reduces Frontal Connectivity in Severe Depression", Proc Natl Acad Sci USA 109(14) 5464-8
Gradin, V., Kumar, P., Waiter, G., Ahearn, T., Stickle, C., Milders, M., Reid, I., Hall, J., Steele, J.D. (2011) "Expected Value and Prediction Error Abnormalities in Depression and Schizophrenia", Brain 134(6) 1751-1764
Kumar P, Waiter G, Ahearn T, Milders M, Reid I, Steele J.D. (2008) “Abnormal temporal difference reward-learning signals in major depression” Brain 131(8) 2084-2093
Rück C, Karlsson A, Steele J.D., Edman G, Meyerson B.A., Ericson K, Nyman H, Åsberg M, Svanborg P (2008) "Capsulotomy for Obsessive-Compulsive Disorder – long-term follow-up of 25 patients" JAMA Psychiatry, 65(8), 914-921
Steele J.D., Christmas D., Eljamel M.S., Matthews K. (2008) “Anterior cingulotomy for major depression: Clinical outcome and relationship to lesion characteristics” Biological Psychiatry, 63(7), 670-677
Steele J.D., Kumar P., Ebmeier, K.P. (2007) “Blunted response to feedback information in depressive illness”, Brain 130 (9), 2367-74
Ebmeier K., Donaghey C., Steele J.D. (2006) “Recent Developments and Current Controversies in Depression”, Lancet, 367, 153-167
Completed PhD students (*primary supervisor): Poornima Kumar*, Victoria Gradin*, Benson Mwangi*, Blair Johnston*, James Currie*, Alex Stolicyn, Filippo Queira, Serenella Tolomeo*, Sam Rupprechter, Georgia Antoniou*
Teaching
I teach computational neuroimaging and machine learning on School of Science and Engineering Biomedical Engineering MSc module ME51012 "Medical Image Processing and Analysis", am supervisor for Biomedical Engineering ME52002 MSc projects, and School of Medicine MSc module GM51075 "Translational Neuroscience" projects.
I was Module Manager for School of Life Sciences and Medical School, BSc and BMSc, BS42017 and BM40019 “Psychiatric Disorders”, involving course design, teaching and examination of translational neuroscience, and still teach and examine on these courses.
I am PhD Lead for the Division responsible for organising Thesis Monitoring Committees, represent the Division on the Medical School Research Postgraduate Committee, and Chair one of the TMCs.
I have supervised many completed PhD students, some MD and MSc students, and am regular external PhD examiner to several Universities including Edinburgh, Aberdeen and Kings College London. I was external examiner for Edinburgh University MSc in “Neuroimaging”, Edinburgh University MSc “Neuroimaging for Research”, and St Andrews University MSc in “Digital Health”.
I teach and examine psychiatry for undergraduate medical students at Ninewells, was for a number of years external examiner for Edinburgh University MB ChB undergraduate psychiatry, and was NHS Consultant supervisor for many SpRs and SHOs in General Psychiatry training.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Doctor of Medicine, University of Edinburgh
Award Date: 1 Jul 2004
Bachelor of Medicine and Bachelor of Surgery, University of Edinburgh
Award Date: 1 Jul 1995
Doctor of Philosophy, University of Glasgow
Award Date: 1 Jul 1988
Bachelor of Science, University of Strathclyde
Award Date: 1 Aug 1982
External positions
Honorary Consultant Psychiatrist (Neuropsychiatry), Department of Neurology, Ninewells Hospital, NHS Tayside
Honorary Professor, University of St Andrews
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Collaborations and top research areas from the last five years
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SCottish Al In Neuroimaging To Predict Dementia And Neurodegenerative Disease (SCAN-DAN) - (Joint with University Of Edinburgh and UCL)
Doney, A. (Investigator), Steele, D. (Investigator) & Trucco, M. (Investigator)
25/04/24 → 24/04/25
Project: Research
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Does Apathy Predict Outcomes From Ultrasound Thalamotomy For Parkinson's And Essential Tremor? A Multimodel Clinical And Functional Imaging Study
Gilbertson, T. (Investigator), Mackenzie, G. (Investigator) & Steele, D. (Investigator)
1/05/22 → 30/04/25
Project: Research
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Partnership for Assessment and Investigation of Neuropathic Pain: Studies Tracking Outcomes, Risks and Mechanisms (PAINSTORM) - (Joint with Universities of Oxford, Ghent and Aberdeen, Imperial College London and King's College London) (Advanced Pain Discovery Platform)
Colvin, L. (Investigator), Smith, B. (Investigator), Steele, D. (Investigator) & Veluchamy, A. (Investigator)
14/07/21 → 13/07/26
Project: Research
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Consortium Against Pain InEquality (CAPE) - The Impact of Adverse Childhood Experiences on Chronic Pain and Responses to Treatment (Joint with University of Aberdeen, University of Edinburgh, University of Stirling and University College, London) (Advanced Pain Discovery Platform)
Brown, A. (Investigator), Colvin, L. (Investigator), Hales, T. (Investigator) & Steele, D. (Investigator)
1/07/21 → 30/06/26
Project: Research
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MICA: InterdisciPlInary Collaboration for EfficienT and Effective Use of Clinical Images in Big Data Health Care RESearch: PICTURES (Programme Grant) (Joint with Universities of Edinburgh and Abertay)
Doney, A. (Investigator), Jefferson, E. (Investigator), Palmer, C. (Investigator), Steele, D. (Investigator), Trucco, M. (Investigator) & Wang, H. (Investigator)
1/08/19 → 28/02/25
Project: Research
Research output
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Blunted Midbrain Reward Activation during Smoking Withdrawal: A Preliminary Study
Conti, A. A. (Lead / Corresponding author), Tolomeo, S., Baldacchino, A. & Steele, J. D., 2 Jul 2024, In: Frontiers in Pharmacology. 15, 11 p., 1426506.Research output: Contribution to journal › Article › peer-review
Open AccessFile3 Downloads (Pure) -
Borderline personality disorder is an innate empathy anomaly: A scoping and narrative review
Hayward, D. (Lead / Corresponding author), McIntyre, D. & Steele, D., 18 Oct 2024, (Accepted/In press) In: International Journal of Psychiatry in Clinical Practice.Research output: Contribution to journal › Article › peer-review
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Clinical characteristics and suicidal ideation as predictors of suicide: prospective study of 1000 referrals to general adult psychiatry
Hayward, D. (Lead / Corresponding author), Johnston, B., MacIntyre, D. J. & Steele, D., 11 Oct 2024, In: BJPsych Bulletin. 6 p.Research output: Contribution to journal › Book/Film/Article review › peer-review
Open AccessFile22 Downloads (Pure) -
Disrupted Limbic-Prefrontal Effective Connectivity in Response to Fearful Faces in Lifetime Depression
Stolicyn, A. (Lead / Corresponding author), Harris, M. A., de Nooij, L., Shen, X., Macfarlane, J. A., Campbell, A., McNeil, C. J., Sandu, A.-L., Murray, A. D., Waiter, G. D., Lawrie, S. M., Steele, J. D., McIntosh, A. M., Romaniuk, L. & Whalley, H. C., 15 Apr 2024, In: Journal of Affective Disorders. 351, p. 983-993 11 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Citations (Scopus)32 Downloads (Pure) -
Electroconvulsive Treatment Response and Remission for Moderate to Severe Depressive Illness: a Decade of National Scottish Data
Semple, D. M. (Lead / Corresponding author), Suveges, S. & Steele, D., 30 Jul 2024, (Accepted/In press) In: British Journal of Psychiatry.Research output: Contribution to journal › Article › peer-review
Datasets
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STratifying Resilience and Depression Longitudinally (STRADL): A depression-focused investigation of Generation Scotland, using detailed clinical, cognitive, and neuroimaging assessments
Adams, M. (Creator), McIntosh, A. (Owner), Hawkins, E. (Data Manager), Habota, T. (Creator), Steele, J. D. (Creator), Whalley, H. (Creator), Porteous, D. (Contributor), Deary, I. (Contributor), Murray, A. (Creator), Campbell, A. (Data Manager) & Campbell, A. (Contributor), Edinburgh DataVault, 2019
DOI: 10.7488/8f68f1ae-0329-4b73-b189-c7288ea844d7, https://www.ed.ac.uk/generation-scotland/for-researchers/access
Dataset
Prizes
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Fellowship of the Royal College of Psychiatrists (FRCPsych)
Steele, D. (Recipient), 17 Nov 2021
Prize: Fellowship awarded competitively
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MB ChB Distinction in Psychiatry and co-awarded MB ChB year Prize in Psychiatry
Steele, D. (Recipient), 1995
Prize: Prize (including medals and awards)
Activities
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Designing machine learning experiments using SLURM within a Cloud Trusted Research Environment
Cole, C. (Contributor), Reel, P. (Speaker), Jackson, A. (Contributor), Krueger, S. (Contributor), Doney, A. (Contributor) & Steele, D. (Contributor)
5 Sept 2023Activity: Talk or presentation types › Invited talk
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Royal College of Psychiatrists: Annual ECT and Neuromodulation Conference
Steele, D. (Invited speaker)
2023Activity: Participating in or organising an event types › Participation in conference
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Invited speaker and symposium joint chair
Steele, D. (Speaker)
2019Activity: Talk or presentation types › Invited talk
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University of St Andrews (External organisation)
Steele, D. (Chair)
2016 → …Activity: Membership types › Membership of external research organisation
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Ninewells Hospital (External organisation)
Steele, D. (Chair)
1 Jan 2016 → …Activity: Membership types › Membership of external research organisation