Cited by 31Posttraumatic Stress Disorder ResearchTraumatic Brain Injury ResearchAdvanced Neuroimaging Techniques and Applications

Multimodal structural neuroimaging markers of risk and recovery from posttrauma anhedonia: A prospective investigation

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Harnett, Nathaniel G., Stevens, Jennifer S., Rooij, Sanne J. H., Ely, Timothy D., Michopoulos, Vasiliki, Hudak, Lauren, Jovanovic, Tanja, Rothbaum, Barbara O. +2 more·2021·Depression and Anxiety

Abstract

BACKGROUND: Anhedonic symptoms of posttraumatic stress disorder (PTSD) reflect deficits in reward processing that have significant functional consequences. Although recent evidence suggests that disrupted integrity of fronto-limbic circuitry is related to PTSD development, including anhedonic PTSD symptoms (posttrauma anhedonia [PTA]), little is known about potential structural biomarkers of long-term PTA as well as structural changes in fronto-limbic pathways associated with recovery from PTA over time. METHODS: We investigated associations between white matter microstructure, gray matter volume, and PTA in 75 recently traumatized individuals, with a subset of participants (n = 35) completing follow-up assessment 12 months after trauma exposure. Deterministic tractography and voxel-based morphometry were used to assess changes in white and gray matter structure associated with changes in PTA. RESULTS: Reduced fractional anisotropy (FA) of the uncinate fasciculus at around the time of trauma predicted greater PTA at 12-months posttrauma. Further, increased FA of the fornix over time was associated with lower PTA between 1 and 12-months posttrauma. Increased gray matter volume of the ventromedial prefrontal cortex and precuneus over time was also associated with reduced PTA. CONCLUSIONS: The microstructure of the uncinate fasciculus, an amygdala-prefrontal white matter connection, may represent a biomarker of vulnerability for later PTA. Conversely, development and recovery from PTA appear to be facilitated by white and gray matter structural changes in a major hippocampal pathway, the fornix. The present findings shed new light on neuroanatomical substrates of recovery from PTA and characterize white matter biomarkers of risk for posttraumatic dysfunction.

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  • Increased gray matter volume of the vmPFC was associated with reduced trauma-related symptoms over the 12 months following trauma.

    “Furthermore, as the traumatized participants were followed over time, increased gray matter volume of the vmPFC was also associated with reduced trauma-related symptoms over the 12 months following trauma [157].”

    From Prefrontal cortex, amygdala, and threat processing: implications for PTSD (2022) · cites this paper as [157]

    The Results section reports that increases in vmPFC gray matter volume were associated with reductions in posttrauma anhedonia (PTA) between the 1- and 12-month assessments. The claim broadens this specific finding to trauma-related symptoms generally, which the cited result does not establish. (LLM, conf=0.84)

    Experimental — accuracy not yet measured
  • Reduced fractional anisotropy of the uncinate fasciculus at around the time of trauma predicted greater PTSD symptoms, in particular posttraumatic anhedonia, at 12 months post-trauma.

    “Using DTI and structural imaging in the weeks following trauma exposure, research has shown that reduced fractional anisotropy of the uncinate fasciculus at around the time of trauma predicted greater PTSD symptoms (in particular posttraumatic anhedonia) at 12 months post-trauma.”

    From Prefrontal cortex, amygdala, and threat processing: implications for PTSD (2022) · cites this paper as [157]

    The Results section (White matter microstructural associations with 1- and 12-month PTA) reports that lower uncinate fasciculus fractional anisotropy was associated with greater posttraumatic anhedonia at 12 months. It reports an association with re-experiencing symptoms at one month, but does not establish that lower anisotropy predicted greater overall PTSD symptoms at 12 months. (LLM, conf=0.84)

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Research works printed but not linked: 56

  1. Admon R, Lubin G, Stern O, Rosenberg K, Sela L, Ben-Ami H, & Hendler T (2009). Human vulnerability to stress depends on amygdala’s predisposition and hippocampal plasticity. Proceedings of the National Academy of Sciences of the United States of America, 106(33), 14120– 14125. 10.1073/pnas.0903183106 19666562 PMC2729030 · DOI
  2. Andersson Jesper L.R., & Sotiropoulos SN (2016). An integrated approach to correction for off-resonance effects and subject movement in diffusion MR imaging. NeuroImage, 125, 1063– 1078. 10.1016/j.neuroimage.2015.10.019 26481672 PMC4692656 · DOI
  3. Armour C (2015). The underlying dimensionality of PTSD in the diagnostic and statistical manual of mental disorders: Where are we going? European Journal of Psychotraumatology, 6 10.3402/ejpt.v6.28074 PMC4439421 25994027 · DOI
  4. Avants B, Tustison N, & Song G (2009). Advanced Normalization Tools (ANTS). Insight Journal, 1– 35. Retrieved from ftp://ftp3.ie.freebsd.org/pub/sourceforge/a/project/ad/advants/Documentation/ants.pdf
  5. Bonanno GA, & Mancini AD (2012). Beyond resilience and PTSD: Mapping the heterogeneity of responses to potential trauma. Psychological Trauma: Theory, Research, Practice, and Policy, 4(1), 74– 83. 10.1037/a0017829 · DOI
  6. Breslau N, Reboussin BA, Anthony JC, & Storr CL (2005). The structure of posttraumatic stress disorder: Latent class analysis in 2 community samples. Archives of General Psychiatry, 62(12), 1343– 1351. 10.1001/archpsyc.62.12.1343 16330722 · DOI
  7. Brown RJ, & Winocur G (1973). The Fornix as a reward pathway. Physiology and Behavior, 11(1), 47– 52. 10.1016/0031-9384(73)90121-2 4581650 · DOI
  8. Byrne SP, Harpaz-Rotem I, Tsai J, Southwick SM, & Pietrzak RH (2019). Latent typologies of DSM-5 PTSD symptoms in U.S. military veterans. Psychiatry Research, 273, 266– 273. 10.1016/j.psychres.2018.12.094 30658212 · DOI
  9. Coloigner J, Batail JM, Commowick O, Corouge I, Robert G, Barillot C, & Drapier D (2019). White matter abnormalities in depression: A categorical and phenotypic diffusion MRI study. NeuroImage: Clinical, 22 10.1016/j.nicl.2019.101710 PMC6406626 30849644 · DOI
  10. Corcoran KA (2005). Hippocampal Inactivation Disrupts the Acquisition and Contextual Encoding of Fear Extinction. Journal of Neuroscience, 25(39), 8978– 8987. 10.1523/JNEUROSCI.2246-05.2005 16192388 PMC6725608 · DOI
  11. Costanzo ME, Jovanovic T, Pham D, Leaman S, Highland KB, Norrholm SD, & Roy MJ (2016). White matter microstructure of the uncinate fasciculus is associated with subthreshold posttraumatic stress disorder symptoms and fear potentiated startle during early extinction in recently deployed Service Members. Neuroscience Letters, 618, 66– 71. 10.1016/j.neulet.2016.02.041 26923670 · DOI
  12. Debell F, Fear NT, Head M, Batt-Rawden S, Greenberg N, Wessely S, & Goodwin L (2014). A systematic review of the comorbidity between PTSD and alcohol misuse. Social Psychiatry and Psychiatric Epidemiology. 10.1007/s00127-014-0855-7 24643298 · DOI
  13. Douaud G, Smith S, Jenkinson M, Behrens T, Johansen-Berg H, Vickers J, … James A (2007). Anatomically related grey and white matter abnormalities in adolescent-onset schizophrenia. Brain, 130(9), 2375– 2386. 10.1093/brain/awm184 17698497 · DOI
  14. Fani N, Jain J, Hudak LA, Rothbaum BO, Ressler KJ, & Michopoulos V (2020). Post-trauma anhedonia is associated with increased substance use in a recently-traumatized population. Psychiatry Research, 285, 112777 10.1016/j.psychres.2020.112777 31991282 PMC7544530 · DOI
  15. Fani N, Michopoulos V, van Rooij SJH, Clendinen C, Hardy RA, Jovanovic T, … Stevens JS (2019). Structural connectivity and risk for anhedonia after trauma: A prospective study and replication. Journal of Psychiatric Research, 116, 34– 41. 10.1016/j.jpsychires.2019.05.009 31181391 PMC7039326 · DOI
  16. Feeny NC, Zoellner LA, Fitzgibbons LA, & Foa EB (2000). Exploring the roles of emotional numbing, depression, and dissociation in PTSD. Journal of Traumatic Stress, 13(3), 489– 498. 10.1023/A:1007789409330 10948488 · DOI
  17. Foa EB, & Tolin DF (2000). Comparison of the PTSD Symptom Scale-Interview Version and the Clinician-Administered PTSD Scale. Journal of Traumatic Stress, 13(2), 181– 191. 10.1023/A:1007781909213 10838669 · DOI · Paper page
  18. Good CD, Johnsrude IS, Ashburner J, Henson RNA, Friston KJ, & Frackowiak RSJ (2001). A voxel-based morphometric study of ageing in 465 normal adult human brains. NeuroImage, 14(1 I), 21– 36. 10.1006/nimg.2001.0786 11525331 · DOI · Paper page
  19. Harnett NG, Ference EW, Knight AJ, & Knight DC (2018). White matter microstructure varies with post-traumatic stress severity following medical trauma. Brain Imaging and Behavior, 1– 13. 10.1007/s11682-018-9995-9 30519996 PMC6551328 · DOI
  20. Harnett NG, Goodman AM, & Knight DC (2020). PTSD-related neuroimaging abnormalities in brain function, structure, and biochemistry. Experimental Neurology. 10.1016/j.expneurol.2020.113331 32343956 · DOI
  21. Harnett NG, Shumen JR, Wagle PA, Wood KH, Wheelock MD, Baños JH, & Knight DC (2016). Neural mechanisms of human temporal fear conditioning. Neurobiology of Learning and Memory, 136, 97– 104. 10.1016/j.nlm.2016.09.019 27693343 PMC5124389 · DOI
  22. Hayes JP, Hayes SM, & Mikedis AM (2012). Quantitative meta-analysis of neural activity in posttraumatic stress disorder. Biology of Mood & Anxiety Disorders, 2(1), 9 10.1186/2045-5380-2-9 22738125 PMC3430553 · DOI · Paper page
  23. Hiser J, & Koenigs M (2018). The Multifaceted Role of the Ventromedial Prefrontal Cortex in Emotion, Decision Making, Social Cognition, and Psychopathology. Biological Psychiatry. 10.1016/j.biopsych.2017.10.030 PMC5862740 29275839 · DOI · Paper page
  24. Iglesias JE, Liu CY, Thompson PM, & Tu Z (2011). Robust brain extraction across datasets and comparison with publicly available methods. IEEE Transactions on Medical Imaging, 30(9), 1617– 1634. 10.1109/TMI.2011.2138152 21880566 · DOI
  25. Ikemoto S, & Panksepp J (1999). The role of nucleus accumbens dopamine in motivated behavior: A unifying interpretation with special reference to reward-seeking. Brain Research Reviews. 10.1016/S0165-0173(99)00023-5 10611493 · DOI · Paper page
  26. Joiner TE, Brown JS, & Metalsky GI (2003). A test of the tripartite model’s prediction of anhedonia’s specificity to depression: patients with major depression versus patients with schizophrenia. Psychiatry Research, 119(3), 243– 250. 12914895
  27. Kashdan TB, Elhai JD, & Frueh BC (2006). Anhedonia and emotional numbing in combat veterans with PTSD. Behaviour Research and Therapy, 44(3), 457– 467. 10.1016/j.brat.2005.03.001 16446151 · DOI
  28. Kelley AE, & Domesick VB (1982). The distribution of the projection from the hippocampal formation to the nucleus accumbens in the rat: An anterograde and retrograde-horseradish peroxidase study. Neuroscience, 7(10), 2321– 2335. 10.1016/0306-4522(82)90198-1 6817161 · DOI
  29. Kennis M, Van Rooij SJH, Tromp DPM, Fox AS, Rademaker AR, Kahn RS, … Geuze E (2015). Treatment Outcome-Related White Matter Differences in Veterans with Posttraumatic Stress Disorder. Neuropsychopharmacology, 40(10), 2434– 2442. 10.1038/npp.2015.94 25837284 PMC4538359 · DOI
  30. Knutson B, Adams CM, Fong GW, & Hommer D (2001). Anticipation of increasing monetary reward selectively recruits nucleus accumbens. The Journal of Neuroscience: The Official Journal of the Society for Neuroscience, 21(16). 10.1523/jneurosci.21-16-j0002.2001 PMC6763187 11459880 · DOI · Paper page
  31. Koch SBJ, Van Zuiden M, Nawijn L, Frijling JL, Veltman DJ, & Olff M (2017). Decreased uncinate fasciculus tract integrity in male and female patients with PTSD: A diffusion tensor imaging study. Journal of Psychiatry and Neuroscience, 42(5), 331– 342. 10.1503/jpn.160129 28452713 PMC5573575 · DOI · Paper page
  32. Leventhal AM, Chasson GS, Tapia E, Miller EK, & Pettit JW (2006). Measuring hedonic capacity in depression: A psychometric analysis of three Anhedonia Scales. Journal of Clinical Psychology, 62(12), 1545– 1558. 10.1002/jclp.20327 17019674 · DOI
  33. Liu P, Wang L, Cao C, Wang R, Zhang J, Zhang B, … Elhai JD (2014). The underlying dimensions of DSM-5 posttraumatic stress disorder symptoms in an epidemiological sample of Chinese earthquake survivors. Journal of Anxiety Disorders, 28(4), 345– 351. 10.1016/j.janxdis.2014.03.008 24792723 · DOI · Paper page
  34. Maier-Hein KH, Neher PF, Houde JC, Côté MA, Garyfallidis E, Zhong J, … Descoteaux M (2017). The challenge of mapping the human connectome based on diffusion tractography. Nature Communications, 8(1). 10.1038/s41467-017-01285-x PMC5677006 29116093 · DOI
  35. Malta LS, Wyka KE, Giosan C, Jayasinghe N, & Difede JA (2009). Numbing symptoms as predictors of unremitting posttraumatic stress disorder. Journal of Anxiety Disorders, 23(2), 223– 229. 10.1016/j.janxdis.2008.07.004 18755571 · DOI
  36. Modi S, Trivedi R, Singh K, Kumar P, Rathore RKS, Tripathi RP, & Khushu S (2013). Individual differences in trait anxiety are associated with white matter tract integrity in fornix and uncinate fasciculus: Preliminary evidence from a DTI based tractography study. Behavioural Brain Research, 238(1), 188– 192. 10.1016/j.bbr.2012.10.007 23085341 · DOI
  37. Motzkin JC, Philippi CL, Wolf RC, Baskaya MK, & Koenigs M (2015). Ventromedial prefrontal cortex is critical for the regulation of amygdala activity in humans. Biol Psychiatry, 77(3), 276– 284. 10.1016/j.biopsych.2014.02.014 24673881 PMC4145052 · DOI · Paper page
  38. Nickerson A, Barnes J. Ben, Creamer M, Forbes D, McFarlane AC, O’Donnell M, … Bryant RA (2014). The temporal relationship between posttraumatic stress disorder and: Problem alcohol use following traumatic injury. Journal of Abnormal Psychology, 123(4), 821– 834. 10.1037/a0037920 25286373 · DOI
  39. Olson EA, Cui J, Fukunaga R, Nickerson LD, Rauch SL, & Rosso IM (2017). Disruption of white matter structural integrity and connectivity in posttraumatic stress disorder: A TBSS and tractography study. Depression and Anxiety, 34(5), 437– 445. 10.1002/da.22615 28294462 PMC5407943 · DOI · Paper page
  40. Phillips RG, & LeDoux JE (1992). Differential Contribution of Amygdala and Hippocampus to Cued and Contextual Fear Conditioning. Behavioral Neuroscience, 106(2), 274– 285. 10.1037/0735-7044.106.2.274 1590953 · DOI · Paper page
  41. Sabatinelli D, Bradley MM, Lang PJ, Costa VD, & Versace F (2007). Pleasure rather than salience activates human nucleus accumbens and medial prefrontal cortex. Journal of Neurophysiology, 98(3), 1374– 1379. 10.1152/jn.00230.2007 17596422 · DOI
  42. Sanjuan PM, Thoma R, Claus ED, Mays N, & Caprihan A (2013). Reduced white matter integrity in the cingulum and anterior corona radiata in posttraumatic stress disorder in male combat veterans: A diffusion tensor imaging study. Psychiatry Research - Neuroimaging, 214(3), 260– 268. 10.1016/j.pscychresns.2013.09.002 PMC3988979 24074963 · DOI · Paper page
  43. Santhanam P, Teslovich T, Wilson SH, Yeh PH, Oakes TR, & Weaver LK (2019). Decreases in white matter integrity of ventro-limbic pathway linked to post-traumatic stress disorder in mild traumatic brain injury. Journal of Neurotrauma, 36(7), 1093– 1098. 10.1089/neu.2017.5541 30039740 · DOI
  44. Sekiguchi A, Sugiura M, Taki Y, Kotozaki Y, Nouchi R, Takeuchi H, … Kawashima R (2013). Brain structural changes as vulnerability factors and acquired signs of post-earthquake stress. Molecular Psychiatry, 18(5), 618– 623. 10.1038/mp.2012.51 22614289 · DOI
  45. Smith SM, Jenkinson M, Woolrich MW, Beckmann CF, Behrens TEJ, Johansen-Berg H, … Matthews PM (2004). Advances in functional and structural MR image analysis and implementation as FSL. In NeuroImage (Vol. 23). 10.1016/j.neuroimage.2004.07.051 15501092 · DOI · Paper page
  46. Spitzer EG, Zuromski KL, Davis MT, Witte TK, & Weathers F (2018). Posttraumatic Stress Disorder Symptom Clusters and Acquired Capability for Suicide: A Reexamination Using DSM-5 Criteria. Suicide and Life-Threatening Behavior, 48(1), 105– 115. 10.1111/sltb.12341 28261858 · DOI
  47. Stevens JS, Kim YJ, Galatzer-Levy IR, Reddy R, Ely TD, Nemeroff CB, … Ressler KJ (2017). Amygdala Reactivity and Anterior Cingulate Habituation Predict Posttraumatic Stress Disorder Symptom Maintenance After Acute Civilian Trauma. Biological Psychiatry, 81(12), 1023– 1029. 10.1016/j.biopsych.2016.11.015 28117048 PMC5449257 · DOI · Paper page
  48. Sun Y, Wang Z, Ding W, Wan J, Zhuang Z, Zhang Y, … Xu J (2013). Alterations in white matter microstructure as vulnerability factors and acquired signs of traffic accident-induced PTSD. PLoS ONE, 8(12). 10.1371/journal.pone.0083473 PMC3862719 24349515 · DOI
  49. Trouche S, Koren V, Doig NM, Ellender TJ, El-Gaby M, Lopes-dos-Santos V, … Dupret D (2019). A Hippocampus-Accumbens Tripartite Neuronal Motif Guides Appetitive Memory in Space. Cell, 176(6), 1393– 1406.e16. 10.1016/j.cell.2018.12.037 30773318 PMC6424821 · DOI
  50. van Rooij SJH, Stevens JS, Ely TD, Hinrichs R, Michopoulos V, Winters SJ, … Jovanovic T (2018). The Role of the Hippocampus in Predicting Future Posttraumatic Stress Disorder Symptoms in Recently Traumatized Civilians. Biological Psychiatry, 84(2), 106– 115. 10.1016/j.biopsych.2017.09.005 29110899 PMC5860925 · DOI
  51. Wang S, Peterson DJ, Gatenby JC, Li W, Grabowski TJ, & Madhyastha TM (2017). Evaluation of field map and nonlinear registration methods for correction of susceptibility artifacts in diffusion MRI. Frontiers in Neuroinformatics, 11 10.3389/fninf.2017.00017 PMC5318394 28270762 · DOI
  52. Yang H, Wang L, Cao C, Cao X, Fang R, Zhang J, & Elhai JD (2017). The underlying dimensions of DSM-5 PTSD symptoms and their relations with anxiety and depression in a sample of adolescents exposed to an explosion accident. European Journal of Psychotraumatology, 8(1). 10.1080/20008198.2016.1272789 PMC5328312 28326161 · DOI
  53. Yeh FC, & Tseng WYI (2011). NTU-90: A high angular resolution brain atlas constructed by q-space diffeomorphic reconstruction. NeuroImage, 58(1), 91– 99. 10.1016/j.neuroimage.2011.06.021 21704171 · DOI
  54. Yeh FC, Verstynen TD, Wang Y, Fernández-Miranda JC, & Tseng WYI (2013). Deterministic diffusion fiber tracking improved by quantitative anisotropy. PLoS ONE, 8(11), e80713 10.1371/journal.pone.0080713 24348913 PMC3858183 · DOI · Paper page
  55. Yoganarasimha D, & Meti BL (1999). Amelioration of fornix lesion induced learning deficits by self-stimulation rewarding experience. Brain Research, 845(2), 246– 251. 10.1016/S0006-8993(99)01957-5 10536206 · DOI
  56. Zhang Y, Brady M, & Smith S (2001). Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm. IEEE Transactions on Medical Imaging, 20(1), 45– 57. 10.1109/42.906424 11293691 · DOI

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Authors
Harnett, N. G., Stevens, J. S., Rooij, S. J. H., Ely, T. D., Michopoulos, V., Hudak, L., Jovanovic, T., Rothbaum, B. O., Ressler, K. J., & Fani, N.
Affiliations
  • Harvard University (US)
  • Emory University (US)
  • Department of Psychiatry and Behavioral Sciences Emory University Atlanta Georgia USA
Corresponding author
Fani, Negar
Venue
Depression and Anxiety
Publisher
Wiley
Published
2020-11-10
Volume
38
Issue
1
Pages
79-88
ISSN
  • 1091-4269 (ISSN-L)
  • 1520-6394
OpenAlex
W3099762630
Cited by
31
References
8
Citations by year
2026: 1 · 2025: 5 · 2024: 5 · 2023: 8 · 2022: 5 · 2021: 7
FWCI
2.00
Type
journal article
Language
en
Open access
Locations
  • Depression and Anxiety (publishedVersion)
  • PubMed (publishedVersion)
  • PubMed Central (acceptedVersion)
Funders
National Institute of Mental Health (K00 MH119603, R01 MH094757, F32 MH101976, K23 MH101380, R21 MH106902, U01 MH110925)
Topics
  • Social Sciences › Psychology › Clinical Psychology › Posttraumatic Stress Disorder Research
  • Health Sciences › Medicine › Epidemiology › Traumatic Brain Injury Research
  • Health Sciences › Medicine › Radiology, Nuclear Medicine and Imaging › Advanced Neuroimaging Techniques and Applications
Keywords
post-traumatic stress disorder, reward processing, uncinate fasciculus, fornix, fractional anisotropy, white matter microstructure, gray matter volume, ventromedial prefrontal cortex, precuneus, structural biomarkers, trauma recovery, amygdala-prefrontal connectivity
MeSH terms
Humans, Prospective Studies, Biomarkers, Diffusion Tensor Imaging, Anhedonia, Neuroimaging, White Matter

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