Matthew Sacchet

Last updated
Matthew Sacchet
Dr. Matthew Sacchet.jpg
NationalityAmerican
Alma materStanford University (Ph.D.) Brown University (Sc.B.)
Known forScience of meditation
Scientific career
FieldsNeuroscience, Contemplative Studies, Psychiatry
InstitutionsHarvard University (2019-present)

Matthew D. Sacchet is a neuroscientist, Associate Professor of Psychiatry, and Director of the Meditation Research Program at Harvard Medical School and Massachusetts General Hospital ("Mass General"). [1] His research focuses on advancing the science of meditation and includes studies of brain structure and function using multimodal neuroimaging, in addition to clinical trials, neuromodulation (neurofeedback and neurostimulation), and computational approaches (e.g., machine learning). [2] He is notable for his work at the intersection of meditation, neuroscience, and mental illness. [3] His work has been cited over 6,000 times [4] and covered by major media outlets including CBS, [5] NBC, [6] NPR, [7] Time, [8] Vox, [9] and The Wall Street Journal. [10] In 2017 Forbes Magazine selected Sacchet for the “30 Under 30”. [3]

Contents

Education

Sacchet received a Sc.B. in Contemplative Science from Brown University and a Ph.D. in Neurosciences from Stanford University. [11]

Academia

Career

Sacchet has held research positions at Brown University, Harvard University, McLean Hospital, Massachusetts General Hospital, Massachusetts Institute of Technology, University of Tübingen, and Stanford University. [12] [13] Since 2019, he has been faculty at Harvard Medical School and since 2022 Massachusetts General Hospital where he directs the Meditation Research Program. [13] The Meditation Research Program is affiliated with the Department of Psychiatry [14] and the Athinoula A. Martinos Center for Biomedical Imaging. [15] The Meditation Research Program uses research approaches from affective and cognitive neuroscience, applied phenomenology, clinical psychology and psychiatry, computer science and related computational disciplines, contemplative and religious studies, neuroimaging and electrophysiology, psychometrics and psychological assessment, and psychosomatic medicine. The goal of the Meditation Research Program is to “contribute to improving individual well-being and the collective health of society by informing the development of meditation training and meditation-based interventions that are more effective, efficient, and targeted.” [1]

Work

Sacchet’s work has influenced several areas, including the science of meditation, [16] [17] [18] [19] [20] [21] [22] [23] [24] [25] brain connectivity in depression, [26] [27] [28] [29] [30] machine learning and person-specific biomarkers for depression, [31] [32] [33] [34] and depression and the brain across the lifespan. [35] [36] [37] [38]

Related Research Articles

<span class="mw-page-title-main">Major depressive disorder</span> Mental disorder involving persistent low mood, low self-esteem, and loss of interest

Major depressive disorder (MDD), also known as clinical depression, is a mental disorder characterized by at least two weeks of pervasive low mood, low self-esteem, and loss of interest or pleasure in normally enjoyable activities. Introduced by a group of US clinicians in the mid-1970s, the term was adopted by the American Psychiatric Association for this symptom cluster under mood disorders in the 1980 version of the Diagnostic and Statistical Manual of Mental Disorders (DSM-III), and has become widely used since.

<span class="mw-page-title-main">Mood swing</span> Extreme or rapid change in mood

A mood swing is an extreme or sudden change of mood. Such changes can play a positive part in promoting problem solving and in producing flexible forward planning, or be disruptive. When mood swings are severe, they may be categorized as part of a mental illness, such as bipolar disorder, where erratic and disruptive mood swings are a defining feature.

<span class="mw-page-title-main">Richard Davidson</span> American psychologist

Richard J. Davidson is an American psychologist and professor of psychology and psychiatry at the University of Wisconsin–Madison as well as founder and chair of the Center for Healthy Minds and the affiliated non-profit Healthy Minds Innovations.

Helen S. Mayberg, is an American neurologist. Mayberg is known in particular for her work delineating abnormal brain function in patients with major depression using functional neuroimaging. This work led to the first pilot study of deep brain stimulation (DBS), a reversible method of selective modulation of a specific brain circuit, for patients with treatment-resistant depression. As of August 2019, she has published 211 original peer-reviewed articles, 31 books and book chapters, and acted as principal investigator on 24 research grants. Mayberg is coinventor with Andres Lozano of “Method for Treating Depression Mood Disorders and Anxiety Disorders using Neuromodulation,” US patent 2005/0033379A1. St. Jude Medical Neuromodulation licensed her intellectual property to develop Subcallosal Cingulate Deep Brain Stimulation for Treatment-Resistant Unipolar and Bipolar Depression for the treatment of severe depression. As of 2018, Mayberg holds positions as Professor of Neurology and Neurosurgery and Professor, Psychiatry and Neuroscience, both at Mount Sinai Medical School, and Professor of Psychiatry, Emory University; Emory University Hospital. Since 2018, she has served as Director, Nash Family Center for Advanced Circuit Therapeutics at the Icahn School of Medicine at Mount Sinai.

Psychiatric epidemiology is a field which studies the causes (etiology) of mental disorders in society, as well as conceptualization and prevalence of mental illness. It is a subfield of the more general epidemiology. It has roots in sociological studies of the early 20th century. However, while sociological exposures are still widely studied in psychiatric epidemiology, the field has since expanded to the study of a wide area of environmental risk factors, such as major life events, as well as genetic exposures. Increasingly neuroscientific techniques like MRI are used to explore the mechanisms behind how exposures to risk factors may impact psychological problems and explore the neuroanatomical substrate underlying psychiatric disorders.

Mindfulness-based cognitive therapy (MBCT) is an approach to psychotherapy that uses cognitive behavioral therapy (CBT) methods in conjunction with mindfulness meditative practices and similar psychological strategies. The origins to its conception and creation can be traced back to the traditional approaches from East Asian formative and functional medicine, philosophy and spirituality, birthed from the basic underlying tenets from classical Taoist, Buddhist and Traditional Chinese medical texts, doctrine and teachings.

<span class="mw-page-title-main">Effects of meditation</span> Surveys & evaluates various meditative practices & evidence of neurophysiological benefits

The psychological and physiological effects of meditation have been studied. In recent years, studies of meditation have increasingly involved the use of modern instruments, such as fMRI and EEG, which are able to observe brain physiology and neural activity in living subjects, either during the act of meditation itself or before and after meditation. Correlations can thus be established between meditative practices and brain structure or function.

<span class="mw-page-title-main">Dorsal attention network</span> Large-scale brain network involved in voluntary orienting of attention

The dorsal attention network (DAN), also known anatomically as the dorsal frontoparietal network (D-FPN), is a large-scale brain network of the human brain that is primarily composed of the intraparietal sulcus (IPS) and frontal eye fields (FEF). It is named and most known for its role in voluntary orienting of visuospatial attention.

Jeffrey H. Meyer is a scientist and professor working with mood and anxiety disorders using neuroimaging at the Department of Psychiatry, University of Toronto. He is currently the head of the Neurochemical Imaging Program in Mood and Anxiety Disorders in the Brain Health Imaging Centre at the Campbell Family Mental Health Research Institute and is working as a Senior Scientist in the General and Health Systems Psychiatry Division at the Centre for Addiction and Mental Health. He has also been awarded with the Tier 1 Canada Research Chair in the Neurochemistry of Major Depression.

Scientific studies have found that different brain areas show altered activity in humans with major depressive disorder (MDD), and this has encouraged advocates of various theories that seek to identify a biochemical origin of the disease, as opposed to theories that emphasize psychological or situational causes. Factors spanning these causative groups include nutritional deficiencies in magnesium, vitamin D, and tryptophan with situational origin but biological impact. Several theories concerning the biologically based cause of depression have been suggested over the years, including theories revolving around monoamine neurotransmitters, neuroplasticity, neurogenesis, inflammation and the circadian rhythm. Physical illnesses, including hypothyroidism and mitochondrial disease, can also trigger depressive symptoms.

<span class="mw-page-title-main">Default mode network</span> Large-scale brain network active when not focusing on an external task

In neuroscience, the default mode network (DMN), also known as the default network, default state network, or anatomically the medial frontoparietal network (M-FPN), is a large-scale brain network primarily composed of the dorsal medial prefrontal cortex, posterior cingulate cortex, precuneus and angular gyrus. It is best known for being active when a person is not focused on the outside world and the brain is at wakeful rest, such as during daydreaming and mind-wandering. It can also be active during detailed thoughts related to external task performance. Other times that the DMN is active include when the individual is thinking about others, thinking about themselves, remembering the past, and planning for the future.

Mindfulness-based stress reduction (MBSR) is an eight-week evidence-based program that offers secular, intensive mindfulness training to assist people with stress, anxiety, depression and pain. Developed at the University of Massachusetts Medical Center in the 1970s by Professor Jon Kabat-Zinn, MBSR uses a combination of mindfulness meditation, body awareness, yoga and exploration of patterns of behavior, thinking, feeling and action. Mindfulness can be understood as the non-judgmental acceptance and investigation of present experience, including body sensations, internal mental states, thoughts, emotions, impulses and memories, in order to reduce suffering or distress and to increase well-being. Mindfulness meditation is a method by which attention skills are cultivated, emotional regulation is developed, and rumination and worry are significantly reduced. During the past decades, mindfulness meditation has been the subject of more controlled clinical research, which suggests its potential beneficial effects for mental health, athletic performance, as well as physical health. While MBSR has its roots in wisdom teachings of Zen Buddhism, Hatha Yoga, Vipassana and Advaita Vedanta, the program itself is secular. The MBSR program is described in detail in Kabat-Zinn's 1990 book Full Catastrophe Living.

<span class="mw-page-title-main">Resting state fMRI</span> Type of functional magnetic resonance imaging

Resting state fMRI is a method of functional magnetic resonance imaging (fMRI) that is used in brain mapping to evaluate regional interactions that occur in a resting or task-negative state, when an explicit task is not being performed. A number of resting-state brain networks have been identified, one of which is the default mode network. These brain networks are observed through changes in blood flow in the brain which creates what is referred to as a blood-oxygen-level dependent (BOLD) signal that can be measured using fMRI.

<span class="mw-page-title-main">Mechanisms of mindfulness meditation</span>

Mindfulness has been defined in modern psychological terms as "paying attention to relevant aspects of experience in a nonjudgmental manner", and maintaining attention on present moment experience with an attitude of openness and acceptance. Meditation is a platform used to achieve mindfulness. Both practices, mindfulness and meditation, have been "directly inspired from the Buddhist tradition" and have been widely promoted by Jon Kabat-Zinn. Mindfulness meditation has been shown to have a positive impact on several psychiatric problems such as depression and therefore has formed the basis of mindfulness programs such as mindfulness-based cognitive therapy, mindfulness-based stress reduction and mindfulness-based pain management. The applications of mindfulness meditation are well established, however the mechanisms that underlie this practice are yet to be fully understood. Many tests and studies on soldiers with PTSD have shown tremendous positive results in decreasing stress levels and being able to cope with problems of the past, paving the way for more tests and studies to normalize and accept mindful based meditation and research, not only for soldiers with PTSD, but numerous mental inabilities or disabilities.

Charles L. Raison is an American psychiatrist and professor of psychiatry at the University of Wisconsin-Madison School of Medicine and Public Health as well as the Mary Sue and Mike Shannon Chair for Healthy Minds, Children & Families and Professor with the School of Human Ecology in Madison, Wisconsin.

<span class="mw-page-title-main">Interoception</span> Sensory system that receives and integrates information from the body

Interoception is the collection of senses providing information to the organism about the internal state of the body. This can be both conscious and subconscious. It encompasses the brain's process of integrating signals relayed from the body into specific subregions—like the brainstem, thalamus, insula, somatosensory, and anterior cingulate cortex—allowing for a nuanced representation of the physiological state of the body. This is important for maintaining homeostatic conditions in the body and, potentially, facilitating self-awareness.

<span class="mw-page-title-main">Myrna Weissman</span>

Myrna Milgram Weissman is Diane Goldman Kemper Family Professor of Epidemiology in Psychiatry at the Vagelos College of Physicians and Surgeons and Mailman School of Public Health, Columbia University, and Chief of the Division of Translational Epidemiology at the New York State Psychiatric Institute. She is an epidemiologist known for her research on the prevalence of psychiatric disorders and psychiatric epidemiology, as it pertains to rates and risks of anxiety and mood disorders across generations. Among her many influential works are longitudinal studies of the impact of parental depression on their children.

<span class="mw-page-title-main">Judson A. Brewer</span> American psychiatrist, neuroscientist and author

Judson Alyn Brewer is an American psychiatrist, neuroscientist and author. He studies the neural mechanisms of mindfulness using standard and real-time fMRI, and has translated research findings into programs to treat addictions. Brewer founded MindSciences, Inc., an app-based digital therapeutic treatment program for anxiety, overeating, and smoking. He is director of research and innovation at Brown University's Mindfulness Center and associate professor in behavioral and social sciences in the Brown School of Public Health, and in psychiatry at Brown's Warren Alpert Medical School.

Heather Clare Whalley is a Scottish scientist. She is a senior research fellow in neuroimaging at the Centre for Clinical Brain Sciences, University of Edinburgh, and is an affiliate member of the Centre for Genomic and Experimental Medicine at the University of Edinburgh. Her main focus of research is on the mechanisms underlying the development of major psychiatric disorders using the latest genomic and neuroimaging approaches.

References

  1. 1 2 "Matthew D. Sacchet". Harvard Brain Science Initiative. Retrieved 2021-09-27.
  2. "Publications".
  3. 1 2 "Matthew Sacchet". Forbes. Retrieved 2021-09-27.
  4. "Matthew D. Sacchet". scholar.google.com. Retrieved 2021-09-27.
  5. "Mindfulness". www.cbsnews.com. Retrieved 2021-09-27.
  6. Lewis, Tanya. "How Your Brain Ignores Distractions". NBC News. Retrieved 2021-09-27.
  7. "Pain Really Is All In Your Head And Emotion Controls Intensity". NPR.org. Retrieved 2021-09-27.
  8. "Why the Patriots Will Forget About Deflategate". Time. Retrieved 2021-09-27.
  9. Jarow, Oshan (2023-08-22). "Meditation is more than either stress relief or enlightenment". Vox. Retrieved 2023-12-29.
  10. Hsu, Michael (2015-12-31). "Can Meditation Gadgets Help You Reduce Your Stress—and Find Happiness?". Wall Street Journal. ISSN   0099-9660 . Retrieved 2021-09-27.
  11. "Matthew Sacchet". mbb.harvard.edu. Retrieved 2022-08-25.
  12. "Matthew Sacchet".
  13. 1 2 "Meditation Research Program". meditation.mgh.harvard.edu. Retrieved 2021-09-27.
  14. "Psychiatric Neuroimaging Division". Massachusetts General Hospital. Retrieved 2022-08-25.
  15. "Mathew Sacchet | Martinos Center". 2022-06-30. Retrieved 2022-08-25.
  16. Roberts-Wolfe, Douglas; Sacchet, Matthew; Hastings, Elizabeth; Roth, Harold; Britton, Willoughby (2012). "Mindfulness Training Alters Emotional Memory Recall Compared to Active Controls: Support for an Emotional Information Processing Model of Mindfulness". Frontiers in Human Neuroscience. 6: 15. doi: 10.3389/fnhum.2012.00015 . ISSN   1662-5161. PMC   3277910 . PMID   22347856.
  17. Kerr, Catherine E.; Sacchet, Matthew D.; Lazar, Sara W.; Moore, Christopher I.; Jones, Stephanie R. (2013). "Mindfulness starts with the body: somatosensory attention and top-down modulation of cortical alpha rhythms in mindfulness meditation". Frontiers in Human Neuroscience. 7: 12. doi: 10.3389/fnhum.2013.00012 . ISSN   1662-5161. PMC   3570934 . PMID   23408771.
  18. van Lutterveld, Remko; Houlihan, Sean D.; Pal, Prasanta; Sacchet, Matthew D.; McFarlane-Blake, Cinque; Patel, Payal R.; Sullivan, John S.; Ossadtchi, Alex; Druker, Susan; Bauer, Clemens; Brewer, Judson A. (May 2017). "Source-space EEG neurofeedback links subjective experience with brain activity during effortless awareness meditation". NeuroImage. 151: 117–127. doi:10.1016/j.neuroimage.2016.02.047. ISSN   1053-8119. PMC   5001938 . PMID   26921712.
  19. Lifshitz, Michael; Sacchet, Matthew; Huntenburg, Julia; Thiery, Thomas; Fan, Yan; Gärtner, Matti; Grimm, Simone; Winnebeck, Emilia; Fissler, Maria (2019-05-30). "Mindfulness-based therapy regulates brain connectivity in major depression". Psychotherapy and Psychosomatics. 88 (6): 375–377. doi:10.31231/osf.io/ctkwq. PMID   31509824. S2CID   243254702.
  20. Sezer, Idil; Pizzagalli, Diego A.; Sacchet, Matthew D. (2022). "Resting-state fMRI functional connectivity and mindfulness in clinical and non-clinical contexts: A review and synthesis". Neuroscience & Biobehavioral Reviews. 135: 104583. doi:10.1016/j.neubiorev.2022.104583. ISSN   0149-7634. PMC   9083081 . PMID   35202647. S2CID   247013699.
  21. Sparby, Terje; Sacchet, Matthew D. (2022-01-28). "Defining Meditation: Foundations for an Activity-Based Phenomenological Classification System". Frontiers in Psychology. 12: 795077. doi: 10.3389/fpsyg.2021.795077 . ISSN   1664-1078. PMC   8832115 . PMID   35153920.
  22. Yang, Winson Fu Zun; Chowdhury, Avijit; Bianciardi, Marta; van Lutterveld, Remko; Sparby, Terje; Sacchet, Matthew D. (2023-11-06). "Intensive whole-brain 7T MRI case study of volitional control of brain activity in deep absorptive meditation states". Cerebral Cortex. 34 (1): bhad408. doi:10.1093/cercor/bhad408. ISSN   1460-2199. PMC  10793575. PMID   37943791.
  23. Chowdhury, Avijit; van Lutterveld, Remko; Laukkonen, Ruben E.; Slagter, Heleen A.; Ingram, Daniel M.; Sacchet, Matthew D. (2023-11-05). "Investigation of advanced mindfulness meditation "cessation" experiences using EEG spectral analysis in an intensively sampled case study". Neuropsychologia. 190: 108694. doi:10.1016/j.neuropsychologia.2023.108694. hdl: 1871.1/5cdd1195-31bf-4eeb-8689-0d96a367a204 . ISSN   0028-3932.
  24. Wright, Malcolm J.; Sanguinetti, Joseph L.; Young, Shinzen; Sacchet, Matthew D. (2023-05-01). "Uniting Contemplative Theory and Scientific Investigation: Toward a Comprehensive Model of the Mind". Mindfulness. 14 (5): 1088–1101. doi: 10.1007/s12671-023-02101-y . ISSN   1868-8535.
  25. Galante, Julieta; Grabovac, Andrea; Wright, Malcolm; Ingram, Daniel M.; Van Dam, Nicholas T.; Sanguinetti, Joseph L.; Sparby, Terje; van Lutterveld, Remko; Sacchet, Matthew D. (2023-05-01). "A Framework for the Empirical Investigation of Mindfulness Meditative Development". Mindfulness. 14 (5): 1054–1067. doi: 10.1007/s12671-023-02113-8 . ISSN   1868-8535.
  26. Sacchet, Matthew D; Ho, Tiffany C; Connolly, Colm G; Tymofiyeva, Olga; Lewinn, Kaja Z; Han, Laura KM; Blom, Eva H; Tapert, Susan F; Max, Jeffrey E; Frank, Guido KW; Paulus, Martin P (November 2016). "Large-Scale Hypoconnectivity Between Resting-State Functional Networks in Unmedicated Adolescent Major Depressive Disorder". Neuropsychopharmacology. 41 (12): 2951–2960. doi:10.1038/npp.2016.76. ISSN   0893-133X. PMC   5061890 . PMID   27238621.
  27. Ho, Tiffany C; Sacchet, Matthew D; Connolly, Colm G; Margulies, Daniel S; Tymofiyeva, Olga; Paulus, Martin P; Simmons, Alan N; Gotlib, Ian H; Yang, Tony T (2017-05-29). "Inflexible Functional Connectivity of the Dorsal Anterior Cingulate Cortex in Adolescent Major Depressive Disorder". Neuropsychopharmacology. 42 (12): 2434–2445. doi:10.1038/npp.2017.103. ISSN   0893-133X. PMC   5645733 . PMID   28553837.
  28. Pines, Adam R.; Sacchet, Matthew D.; Kullar, Monica; Ma, Jun; Williams, Leanne M. (2018-09-19). "Multi-unit relations among neural, self-report, and behavioral correlates of emotion regulation in comorbid depression and obesity". Scientific Reports. 8 (1): 14032. Bibcode:2018NatSR...814032P. doi:10.1038/s41598-018-32394-2. ISSN   2045-2322. PMC   6145883 . PMID   30232351. S2CID   52299935.
  29. Hamilton, J. Paul; Sacchet, Matthew D.; Hjørnevik, Trine; Chin, Frederick T.; Shen, Bin; Kämpe, Robin; Park, Jun Hyung; Knutson, Brian D.; Williams, Leanne M.; Borg, Nicholas; Zaharchuk, Greg (2018-11-30). "Striatal dopamine deficits predict reductions in striatal functional connectivity in major depression: a concurrent 11C-raclopride positron emission tomography and functional magnetic resonance imaging investigation". Translational Psychiatry. 8 (1): 264. doi:10.1038/s41398-018-0316-2. ISSN   2158-3188. PMC   6269434 . PMID   30504860.
  30. Sacchet, Matthew D; Prasad, Gautam; Foland-Ross, Lara C; Joshi, Shantanu H; Hamilton, J; Thompson, Paul M; Gotlib, Ian H (2014). "Structural abnormality of the corticospinal tract in major depressive disorder". Biology of Mood & Anxiety Disorders. 4 (1): 8. doi: 10.1186/2045-5380-4-8 . ISSN   2045-5380. PMC   4187017 . PMID   25295159.
  31. Sacchet, Matthew D.; Prasad, Gautam; Foland-Ross, Lara C.; Thompson, Paul M.; Gotlib, Ian H. (2015-02-18). "Support Vector Machine Classification of Major Depressive Disorder Using Diffusion-Weighted Neuroimaging and Graph Theory". Frontiers in Psychiatry. 6: 21. doi: 10.3389/fpsyt.2015.00021 . ISSN   1664-0640. PMC   4332161 . PMID   25762941.
  32. Sacchet, Matthew D.; Livermore, Emily E.; Iglesias, Juan Eugenio; Glover, Gary H.; Gotlib, Ian H. (September 2015). "Subcortical volumes differentiate Major Depressive Disorder, Bipolar Disorder, and remitted Major Depressive Disorder". Journal of Psychiatric Research. 68: 91–98. doi:10.1016/j.jpsychires.2015.06.002. ISSN   0022-3956. PMID   26228406.
  33. Foland-Ross, Lara C.; Sacchet, Matthew D.; Prasad, Gautam; Gilbert, Brooke; Thompson, Paul M.; Gotlib, Ian H. (2015-08-24). "Cortical thickness predicts the first onset of major depression in adolescence". International Journal of Developmental Neuroscience. 46 (1): 125–131. doi:10.1016/j.ijdevneu.2015.07.007. ISSN   0736-5748. PMC   4604750 . PMID   26315399.
  34. Kambeitz, Joseph; Cabral, Carlos; Sacchet, Matthew D.; Gotlib, Ian H.; Zahn, Roland; Serpa, Mauricio H.; Walter, Martin; Falkai, Peter; Koutsouleris, Nikolaos (September 2017). "Detecting Neuroimaging Biomarkers for Depression: A Meta-analysis of Multivariate Pattern Recognition Studies". Biological Psychiatry. 82 (5): 330–338. doi:10.1016/j.biopsych.2016.10.028. ISSN   0006-3223. PMID   28110823. S2CID   1666174.
  35. Miller, Chris H.; Hamilton, J. Paul; Sacchet, Matthew D.; Gotlib, Ian H. (2015-10-01). "Meta-analysis of Functional Neuroimaging of Major Depressive Disorder in Youth". JAMA Psychiatry. 72 (10): 1045–1053. doi: 10.1001/jamapsychiatry.2015.1376 . ISSN   2168-622X. PMID   26332700.
  36. Ho, Tiffany C.; Zhang, Shunan; Sacchet, Matthew D.; Weng, Helen; Connolly, Colm G.; Henje Blom, Eva; Han, Laura K. M.; Mobayed, Nisreen O.; Yang, Tony T. (2016-02-01). "Fusiform Gyrus Dysfunction is Associated with Perceptual Processing Efficiency to Emotional Faces in Adolescent Depression: A Model-Based Approach". Frontiers in Psychology. 7: 40. doi: 10.3389/fpsyg.2016.00040 . ISSN   1664-1078. PMC   4740953 . PMID   26869950.
  37. Sacchet, Matthew D.; Camacho, M. Catalina; Livermore, Emily E.; Thomas, Ewart A.C.; Gotlib, Ian H. (2017-05-01). "Accelerated aging of the putamen in patients with major depressive disorder". Journal of Psychiatry & Neuroscience. 42 (3): 164–171. doi:10.1503/jpn.160010. ISSN   1180-4882. PMC   5403661 . PMID   27749245.
  38. Tymofiyeva, Olga; Connolly, Colm G.; Ho, Tiffany C.; Sacchet, Matthew D.; Henje Blom, Eva; LeWinn, Kaja Z.; Xu, Duan; Yang, Tony T. (January 2017). "DTI-based connectome analysis of adolescents with major depressive disorder reveals hypoconnectivity of the right caudate". Journal of Affective Disorders. 207: 18–25. doi:10.1016/j.jad.2016.09.013. ISSN   0165-0327. PMC   5107159 . PMID   27673479.