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 Mathematical 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, with a year spent working in ward 2 which specialised in the treatment of schizophrenia.
This is when I first became interested in Severe Psychiatric Illnesses (SPI), which are a small fraction of General Psychiatry (‘mental health’) referrals, but occur in a significant percentage (~3%) 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
Lack of progress in the clinical practice of psychiatry since the 1970s is caused by a flawed dualistic framework, not by the complexity of the brain. This approach, by creating a false distinction between "mental" and "physical" illnesses, obscures the causes of illnesses. The solution is a non-dualistic (and non-monistic) approach that recognizes only illnesses. This avoids biological reductionism by treating symptoms (subjective experience) as equally important as signs (objective observations). Progress doesn't depend on solving the "hard problem" of consciousness. Since there are no examples of disembodied minds, the burden of proof rests on those who claim a solution is necessary. Historically, psychiatrists used the term "psychic" and this is still used by contemporary psychodynamic psychiatrists, but in mainstream psychiatry "psychic" was replaced by "mental" which is very commonly used now. However, in psychiatry "mental" and "symptom" mean the same things, so the commonly used "mental symptom" is a taudology.
Syndromes, which are recognizable recurring groups of symptoms and signs, are considered illnesses when they lead to negative outcomes, usually ranked in order of importance: premature death, disability, distress. This is a standard concept across medicine which includes psychiatry. The problem with DSM (Diagnostic and Statistical Manual of Mental Disorders) and ICD is that they describe syndromes without considering outcomes: all cause mortality and long term disability. This consideration is essential for prioritising resource allocation in healthcare systems such as the NHS, and prioritising research funding such as by UKRI, when resources are finite, which is always the case. Severe illnesses are severe because of the severity of the outcomes. Unfortunately, psychiatry conflates confusion about what illnesses are with dualism, resulting in confused terminology, e.g., "mental illness" means "symptom illness" where just "illness" would be better.
My clinical academic interests are neuropsychiatric and general medical Illnesses. Psychiatric illnesses comprise: melancholia, mania, psychosis, addictions, schizophrenia, dementia; neurological and general medical illnesses include: movement disorders, chronic pain, epilepsy, glioblastoma, metabolic syndrome. 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 affective 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:
a) Medical Practice and Policy
- All Cause Mortality Severe Psychiatric Illness (SPI) affects about 3% of the Scottish population (163,000 people), and is associated with an average reduction in life expectancy of 15 to 20 years, largely due to preventable physical illness. England has described and implemented a comprehensive plan to address this inequality. Scotland has no comparable plan. Scotland should implement a similar plan as a matter of urgency (Steele, J.D., et al (2025) https://doi.org/10.20933/100001420).
b) Translational Neuroscience
- 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')
- 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*, Abeer Alhussaini*
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 Professor, University of St Andrews
2016 → 2025
Honorary Consultant Psychiatrist (Neuropsychiatry), Department of Neurology, Ninewells Hospital, NHS Tayside
Consultant Psychiatrist, Priory Hospital, Glasgow
Fingerprint
- 1 Similar Profiles
Collaborations and top research areas from the last five years
-
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
-
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
-
Prediction of Brain Tumour Progression (Studentship) (Innnovation Partnership Fund Project)
Hossain-Ibrahim, K. (Investigator) & Steele, D. (Investigator)
Project: Research
-
Early Life Adversity in Pain and Depression (E-PaiD): Linking Structural and Functional Neuroimaging with Healthcare Data to Explore the Effects of Early Life Adversity on Chronic Pain, Depression and Analgesic Use (PhD Studentship)
Colvin, L. (Investigator) & Steele, D. (Investigator)
Project: Research
Research output
-
A large brain imaging dataset for dementia research: a Scottish Medical Imaging (SMI) cohort
Camilleri, M., Gouzou, D., Al-Wasity, S., Alex, B., Doney, A., Valdés-Hernández, M. (Lead / Corresponding author), Krueger, S., Steele, D., Trucco, E., Tsaftaris, S., Wardlaw, J. & Whiteley, W., 9 Jun 2025, p. 6-6. 1 p.Research output: Contribution to conference › Abstract › peer-review
-
An end-to-end workflow for routine clinical MRI brain scans and linked prospective electronic medical records to predict future dementia using a Support Vector Machine (SVM) based Machine Learning Approach: A Feasibility Study
Reel, P. S., Al-Wasity, S., Edwards, C., Reel, S., Mansouri-Benssassi, E., Suveges, S., Krueger, S., Jefferson, E., Doney, A. & Steele, D., 25 Feb 2025.Research output: Contribution to conference › Poster › peer-review
Open AccessFile57 Downloads (Pure) -
Epigenetic and Structural Brain Aging and Their Associations With Major Depressive Disorder
Xu, E. Y., Green, C., McCartney, D. L., Han, L. K. M., Evans, K. L., Walker, R. M., Gadd, D. A., Steele, D., Waiter, G., Campbell, A., Lawrie, S. M., Cole, J. H., McIntosh, A. M., Shen, X. (Lead / Corresponding author) & Whalley, H. C., Nov 2025, In: Biological Psychiatry Global Open Science. 5, 6, 9 p., 100577.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Downloads (Pure) -
Increased default mode network activation in depression and social anxiety during upward social comparison
Acuña, A., Morales, S., Uriarte-Gaspari, L., Brandani, A., Pèrez, A., Cuña, E., Waiter, G. D., Steele, D., Cabana, Á., Garcia-Fontes, M., Gradin, V. B. & Armony, J., 30 Jan 2025, In: Social Cognitive and Affective Neuroscience. 20, 1, 11 p., nsaf012.Research output: Contribution to journal › Article › peer-review
Open AccessFile10 Citations (Scopus)29 Downloads (Pure) -
Physical Illness in Patients with Severe Psychiatric Illness
Steele, D., Hayward, D. & MacIntyre, D. J., 4 Aug 2025, 4 p. Dundee : University of Dundee.Research output: Other contribution
Open AccessFile100 Downloads (Pure)
Datasets
-
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
-
Fellowship of the Royal College of Psychiatrists (FRCPsych)
Steele, D. (Recipient), 17 Nov 2021
Prize: Fellowship awarded competitively
-
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
-
Royal College of Psychiatrists in Scotland (RCPsychiS): Policy and Public Affairs Forum - Member (External organisation)
Steele, D. (Member)
15 Jan 2025Activity: Membership types › Membership of forum
-
Royal College of Psychiatrists: General Adult Psychiatry, Special Advisory Committee (SAC) - Member (External organisation)
Steele, D. (Member)
2025Activity: Membership types › Membership of forum
-
Royal College of Psychiatrists: Annual ECT and Neuromodulation Conference
Steele, D. (Chair)
2023Activity: Participating in or organising an event types › Participation in conference
-
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
-
Invited speaker and symposium joint chair
Steele, D. (Chair)
2019Activity: Talk or presentation types › Invited talk