TY - JOUR
T1 - Neuromelanin levels in individuals with substance use disorders
T2 - A systematic review and meta-analysis
AU - Ahrens, Jessica
AU - Zaher, Farida
AU - Rabin, Rachel A.
AU - Cassidy, Clifford M.
AU - Palaniyappan, Lena
N1 - Publisher Copyright:
© 2024 The Authors
PY - 2024/6
Y1 - 2024/6
N2 - Dopamine's role in addiction has been extensively studied, revealing disruptions in its functioning throughout all addiction stages. Neuromelanin in the substantia nigra (SN) may reflect dopamine auto-oxidation, and can be quantified using neuromelaninsensitive magnetic resonance imaging (neuromelanin-MRI) in a non-invasive manner.In this pre-registered systematic review, we assess the current body of evidence related to neuromelanin levels in substance use disorders, using both post-mortem and MRI examinations. The systematic search identified 10 relevant articles, primarily focusing on the substantia nigra. An early-stage meta-analysis (n = 6) revealed varied observations ranging from standardized mean differences of −3.55 to +0.62, with a pooled estimate of −0.44 (95 % CI = −1.52, 0.65), but there was insufficient power to detect differences in neuromelanin content among individuals with substance use disorders. Our gap analysis highlights the lack of sufficient replication studies, with existing studies lacking the power to detect a true difference, and a complete lack of neuromelanin studies on certain substances of clinical interest. We provide recommendations for future studies of dopaminergic neurobiology in addictions and related psychiatric comorbidities.
AB - Dopamine's role in addiction has been extensively studied, revealing disruptions in its functioning throughout all addiction stages. Neuromelanin in the substantia nigra (SN) may reflect dopamine auto-oxidation, and can be quantified using neuromelaninsensitive magnetic resonance imaging (neuromelanin-MRI) in a non-invasive manner.In this pre-registered systematic review, we assess the current body of evidence related to neuromelanin levels in substance use disorders, using both post-mortem and MRI examinations. The systematic search identified 10 relevant articles, primarily focusing on the substantia nigra. An early-stage meta-analysis (n = 6) revealed varied observations ranging from standardized mean differences of −3.55 to +0.62, with a pooled estimate of −0.44 (95 % CI = −1.52, 0.65), but there was insufficient power to detect differences in neuromelanin content among individuals with substance use disorders. Our gap analysis highlights the lack of sufficient replication studies, with existing studies lacking the power to detect a true difference, and a complete lack of neuromelanin studies on certain substances of clinical interest. We provide recommendations for future studies of dopaminergic neurobiology in addictions and related psychiatric comorbidities.
KW - Addiction
KW - Cannabis
KW - Dopamine
KW - Neuromelanin
KW - Schizophrenia
KW - Substance use
KW - Substance use disorders
UR - http://www.scopus.com/inward/record.url?scp=85191306362&partnerID=8YFLogxK
U2 - 10.1016/j.neubiorev.2024.105690
DO - 10.1016/j.neubiorev.2024.105690
M3 - Review article
C2 - 38678736
AN - SCOPUS:85191306362
SN - 0149-7634
VL - 161
JO - Neuroscience and Biobehavioral Reviews
JF - Neuroscience and Biobehavioral Reviews
M1 - 105690
ER -