** = student author


72. **Bounoua N, **Church LD, **Matyi MA, **Rudoler J, **Weiand K, & Spielberg JM. (2023). Assessing the utility of a novel cortical marker of delay discounting (C-DD) in two independent samples of early adolescents: Links with externalizing pathology. PLOS ONE, 18(9), e0291868. doi:10.1371/journal.pone.0291868

71. **Matyi MA & Spielberg JM. (2023). Negative emotion differentiation and white matter microstructure. Journal of Affective Disorders, 332, 238-46. doi:10.1016/j.jad.2023.04.010

70. Sadeh N, **Miglin R, **Bounoua N, Sheehan AE, & Spielberg JM. (2023). Development of a cortical delay discounting assay: A potential biomarker of externalizing disorders. Psychological Medicine. doi:10.1017/S003329172100252X

69. Bredemeier K, **Church LD, **Bounoua N, Feler B., & Spielberg, JM. (2023). Intolerance of uncertainty, anxiety sensitivity, and health anxiety during the COVID-19 pandemic: Exploring temporal relationships using cross-lag analysis. Journal of Anxiety Disorders, 93, 102660. doi:10.1016/j.janxdis.2022.102660


68. **Bounoua N, **Miglin R, Spielberg JM, Johnson CL, & Sadeh N. (2022). Childhood trauma moderates morphometric associations between orbitofrontal cortex and amygdala: Implications for pathological personality traits. Psychological Medicine, 52(13), 2578-87. doi:10.1017/S0033291720004468

67. **Bounoua N, Spielberg JM, & Sadeh N. (2022). Clarifying the synergistic effects of emotion dysregulation and inhibitory control on physical aggression. Human Brain Mapping, 43(17), 5358-69. doi:10.1002/hbm.26012

66. Cha J, Spielberg JM, Hu, B, Altinay M, & Anand A. (2022). Differences in network properties of the structural connectome in bipolar and unipolar depression. Psychiatry Research: Neuroimaging, 321, 111442. doi:10.1016/j.pscychresns.2022.111442

65. Cha J, Spielberg JM, Hu, B, Altinay M, & Anand A. (2022). Resting-state functional connectome graph-properties correlate with bipolar disorder-risk in young medication-free depressed subjects. Journal of Affective Disorders, 301, 52-9. doi:10.1016/j.jad.2022.01.033

64. **Church LD, **Bounoua N, **Rodriguez SN, Bredemeier K, & Spielberg JM. (2022). Longitudinal relationships between COVID-19 preventative behaviors and perceived vulnerability to disease. Journal of Anxiety Disorders, 88, 102561. doi:10.1017/S0033291720004468

63. **Matyi MA, & Spielberg JM. (2022). The structural brain network topology of episodic memory. PLOS ONE, 17(6), e0270592. doi:10.1371/journal.pone.0270592

62. McIlvain G, Schneider JM, **Matyi MA, McGarry MDJ, Qi Z, Spielberg JM, & Johnson CL. (2022). Mapping brain mechanical property maturation from childhood to adulthood. NeuroImage 263, 119590. doi:10.1016/j.neuroimage.2022.119590

61. Sheehan AE, **Heilner E, **Bounoua N, **Miglin R, Spielberg JM, & Sadeh N. (2022). Cortical thickness in parietal regions link perseverative thinking with suicidal ideation. Journal of Affective Disorders, 306, 131-7. doi:10.1016/j.jad.2022.03.019

61. Spielberg JM, Sadeh N, Cha J, **Matyi MA, & Anand A. (2022). Affect-regulation related emergent brain network properties differentiate depressed bipolar disorder from major depression and track risk for bipolar. Biological Psychiatry: Cognitive Neuroscience and Neuroimaging, 7(8), 765-73. doi:10.1016/j.bpsc.2021.09.007


58. **Matyi MA, Cioaba S, Banich MT, & Spielberg JM. (2021). Identifying brain regions supporting amygdalar functionality: Application of a novel graph theory technique. NeuroImage, 244, 118614. doi:10.1016/j.neuroimage.2021.118614    See Tools/Data to download the associated scripts.

57. **Matyi MA, & Spielberg JM. (2021). Differential spatial patterns of structural connectivity of amygdala nuclei with orbitofrontal cortex. Human Brain Mapping, 42(5), 1391-1405. doi:10.1002/hbm.25300    See Tools/Data to download the associated atlases.

56. Sheehan AE, **Bounoua N, **Miglin R, Spielberg JM, & Sadeh N. (2021). A multilevel examination of lifetime aggression: Integrating cortical thickness, personality pathology and trauma exposure. Social Cognitive and Affective Neuroscience, 16(7), 716-25. doi:10.1093/scan/nsab042

55. Cha J, Speaker S, Hu B, Altinay M, Koirala P, Karne H, Spielberg JM, & Anand A. (2021). Neuroimaging correlates of emotional response-inhibition discriminate between young depressed adults with and without sub-threshold bipolar symptoms. Journal of Affective Disorders, 218, 303-11. doi:10.1016/j.jad.2020.12.037


54. Anand A, Grandhi J, Karne H, & Spielberg JM. (2020). Intrinsic functional connectivity during continuous maintenance and suppression of emotion in bipolar disorder. Brain Imaging & Behavior, 14, 1747-57. doi:10.1007/s11682-019-00109-4

53. Anand A, Nakamura K, Spielberg JM, Cha J, Karne H, & Hu B. (2020). Integrative analysis of lithium treatment associated effects on brain structure and peripheral gene expression reveals novel molecular insights into mechanism of action. Translational Psychiatry, 10, 103. doi:10.1038/s41398-020-0784-z

52. **Bounoua N, **Miglin R, Spielberg JM, & Sadeh N. (2020). Childhood assaultive trauma and physical aggression: Links with cortical thickness in prefrontal and occipital corticesNeuroImage: Clinical, 27, 102321. doi:10.1016/j.nicl.2020.102321

51. Guha A, Spielberg JM, Lake J, Popov T, Heller W, Yee CM, & Miller GA. (2020). Effective connectivity between Broca’s area and amygdala as a mechanism of top-down control in worry. Clinical Psychological Science, 8(1), 84-9. doi:10.1177/2167702619867098

50. McIlvain G, Clements RG, Magoon EM, Spielberg JM, Telzer EH, & Johnson CL. (2020). Viscoelasticity of reward and control systems in adolescent risk taking. NeuroImage, 215, 116850. doi:10.1016/j.neuroimage.2020.116850

49. **Miglin R, **Bounoua N, Spielberg JM, & Sadeh N. (2020). A transdiagnostic examination of affective motivations for drug use. Addictive Behaviors Reports, 12, 100279.doi: 10.1016/j.abrep.2020.100279


48. **Bartholomew ME, Yee CM, Heller W, Miller GA, & Spielberg JM. (2019). Reconfiguration of brain networks supporting inhibition of emotional challenge. NeuroImage, 186, 350-357. doi:10.1016/j.neuroimage.2018.10.066

47. Lake JI, Spielberg JM, Infantolino ZP, Crocker LD, Yee CM, Heller W, & Miller GA. (2019). Reward anticipation and punishment anticipation are instantiated in the brain via opponent mechanisms. Psychophysiology, 56(8), e13381. doi:10.1111/psyp.13381

46. **Miglin R, **Bounoua N, Goodling S, Sheehan A, Spielberg JM, & Sadeh N. (2019). Cortical thickness links impulsive personality traits and risky behaviorBrain Sciences, 9(12), 373. doi:10.3390/brainsci9120373

45. Sadeh N, Spielberg JM, Logue MW, Hayes JP, Wolf EJ, McGlinchey RE, Milberg WP, Schichman SA, Stone A, & Miller MW. (2019). Linking genes, circuits, & behavior: Network connectivity as a novel endophenotype of externalizing. Psychological Medicine, 49(11), 1905-1913. doi:10.1017/S0033291718002672

44. Spielberg JM, Schwarz JM, & **Matyi MA. (2019). Anxiety in transition: Neuroendocrine mechanisms supporting the development of anxiety pathology in adolescence and young adulthood. Frontiers in Neuroendocrinology, 55, 100791. doi:10.1016/j.yfrne.2019.100791

43. Spielberg JM, **Matyi MA, Karne H, & Anand A. (2019). Lithium monotherapy associated longitudinal effects on resting state brain networks in clinical treatment of bipolar disorder. Bipolar Disorders, 21(4), 361-371. doi:10.1111/bdi.12718


42. Logue MW, van Rooij SJH, Dennis EL, Davis SL, Hayes JP, Stevens JS, Densmore M, Haswell CC, Jonathan Ipser J, Koch SB, Korgaonkar M, Lebois LAM, Peverill M, Baker JT, Boedhoe PSW, Frijling JL, Gruber SA, Harpaz-Rotem I, Jahanshad N, Koopowitz S, Levy I, Nawijn L, O’Connor L, Olff M, Salat DH, Sheridan MA, Spielberg JM, van Zuiden M, Winternitz SR, Wolff JD, Wolf EJ, Wang X, Wrocklage K, Abdallah CG, Bryant RA, Geuze E, Jovanovic T, Kaufman ML, King AP, Krystal JH, Lagopoulos J, Lanius R, Liberzon I, McGlinchey RE, McLaughlin KA, Milberg WP, Miller MW, Ressler KJ, Veltman DJ, Stein DJ, Thomaes K, Thompson PM, Morey RA. (2018). Smaller hippocampal volume in posttraumatic stress disorder: A multi-site ENIGMA-PGC study. Biological Psychiatry, 83(3), 244-53. doi:10.1016/j.biopsych.2017.09.006

41. Sadeh N, Spielberg JM, & Hayes JP. (2018). Impulsive responding in threat and reward contexts as a function of PTSD symptoms and trait disinhibitionJournal of Anxiety Disorders, 53, 76-84. doi:10.1016/j.janxdis.2017.11.001

40. Popov T, Westner BU, Silton RL, Sass SM, Spielberg JM, Rockstroh B, Heller W, & Miller GA. (2018). Time course of brain network reconfiguration supporting inhibitory controlJournal of Neuroscience, 38(18), 4348-56. doi:10.1523/JNEUROSCI.2639-17.2018


39. Hayes JP, Logue, MW, Sadeh N, Spielberg JM, Verfaellie M, Hayes SM, Reagan A, Salat DH, Wolf EJ, McGlinchey RE, Milberg WP, Stone A, Schichman SA, & Miller MW. (2017). Mild traumatic brain injury is associated with greater cortical thinning in brain regions sensitive to neurodegeneration among individuals at genetic risk for Alzheimer’s disease. Brain, 140, 813-25. doi:10.1093/brain/aww344

38. Hayes JP, Logue, MW, Reagan A, Salat DH, Wolf EJ, Sadeh N, Spielberg JM, Sperbeck E, Hayes SM, McGlinchey RE, Milberg WP, Verfaellie M, & Miller MW. (2017). COMT Val158Met polymorphism moderates the association between PTSD symptom severity and hippocampal volume. Journal of Psychiatry and Neuroscience, 42, 95-102. doi:10.1503/jpn.150339

37. Miller DR, Hayes SM, Hayes JP, Spielberg JM, Lafleche G, & Verfaellie M. (2017). Default mode network subsystems are differentially disrupted in posttraumatic stress disorder. Biological Psychiatry: Cognitive Neuroscience and Neuroimaging, 2, 363-71. doi:10.1016/j.bpsc.2016.12.006

36. Spielberg JM, Sadeh N, Leritz EC, McGlinchey RE, Milberg WP, Hayes JP, Salat DH. (2017). Higher serum cholesterol is associated with intensified age-related neural network decoupling & cognitive decline in early- to mid-life. Human Brain Mapping, 38, 3249-61. doi:10.1002/hbm.23587


35. Burdwood EN, Infantolino ZP, Crocker LD, Spielberg JM, Banich MT, Miller GA, & Heller W. (2016). Resting-state functional connectivity differentiates anxious apprehension and anxious arousal. Psychophysiology, 53, 1451-1459. doi:10.1111/psyp.12696

34. Sadeh N, Spielberg JM, Logue MW, Wolf EJ, Smith AK, Lusk J, Hayes JP, Sperbeck E, Milberg WP, McGlinchey RE, Salat DH, Carter WC, Stone A, Schichman SA, Humphries DE, & Miller MW. (2016). SKA2 methylation is associated with decreased prefrontal cortical thickness and greater PTSD Severity among trauma-exposed veterans. Molecular Psychiatry, 21, 357-363. doi:10.1038/mp.2015.134

33. Spielberg JM, Beall EB, Hulvershorn LA, Altinay M, Karne H, & Anand A. (2017). Resting state brain network disturbances related to hypomania & depression in medication-free bipolar disorder. Neuropsychopharmacology, 41, 3016-24. doi:10.1038/npp.2016.112


32. Herting MM, Gautam P, Spielberg JM, Dahl RE, & Sowell ER. (2015). A longitudinal study: Changes in cortical thickness and surface area during pubertal maturation. PLOS ONE, 10, e0119774-e0119774. doi:10.1371/journal.pone.0119774

31. Hur L, Miller GA, McDavitt JB, Spielberg JM, Crocker LD, Infantolino ZP, Towers DN, Warren SL, & Heller W. (2015). Interactive effects of trait and state affect on top-down control of attention. Social, Cognitive, & Affective Neuroscience, 10, 1128-1136. doi:10.1093/scan/nsu163

30. Kaiser RH, Andrews-Hanna JR, Spielberg JM, Warren SL, Sutton BP, Miller GA, Heller W, & Banich MT. (2015) Distracted and down: Neural mechanisms of affective interference in subclinical depression. Social, Cognitive, & Affective Neuroscience, 10, 654-663. doi:10.1093/scan/nsu100

29. Miller MW, Wolf EJ, Sadeh N, Logue M, Spielberg JM, Hayes JP, Sperbeck E, Schichman SA, Stone A, Carter WC, Humphries DE, Milberg W, & McGlinchey R. (2015). A novel locus in the oxidative stress-related gene ALOX12 moderates the association between PTSD and thickness of the prefrontal cortex. Psychoneuroendocrinology, 62, 359-65. doi:10.1016/j.psyneuen.2015.09.003

28. Sadeh N, Spielberg JM, Miller MW, Milberg WP, Salat DH, Amick M, Fortier CB, & McGlinchey RE. (2015). Neurobiological indicators of disinhibition in posttraumatic stress disorder. Human Brain Mapping, 36, 3076-3086. doi:10.1002/hbm.2283

27. Spielberg JM, Forbes EE, Ladouceur CD, Worthman CM, Olino TM, Ryan ND, & Dahl RE. (2015). Pubertal testosterone influences threat-related amygdala-orbitofrontal coupling. Social, Cognitive, & Affective Neuroscience, 10, 408-415. doi:10.1093/scan/nsu062

26. Spielberg JM, Galarce EM, Ladouceur CD, McMakin DL, Olino TM, Forbes EE, Silk JS, Ryan ND, & Dahl RE. (2015). Adolescent development of inhibition as a function of SES and gender: Converging evidence from behavior & fMRI. Human Brain Mapping, 36, 3194-3203. doi:10.1002/hbm.2283

25. Spielberg JM, Jarcho J.M, Dahl, R.E., Pine, D.S., Ernst, M., & Nelson, E.E. (2015). Anticipation of peer evaluation in anxious adolescents: divergence in neural activation & maturation. Social, Cognitive, & Affective Neuroscience, 10, 1084-1091. doi:10.1093/scan/nsu165

24. Spielberg JM, McGlinchey RE, Milberg WP, & Salat DH. (2015). Brain network disturbance related to posttraumatic stress & traumatic brain injury in veterans. Biological Psychiatry, 78, 210-216. doi:10.1016/j.biopsych.2015.02.013

23. Spielberg JM, Miller GA, Heller W, & Banich MT. (2015). Flexible brain network reconfiguration supporting inhibitory control. Proceedings of the National Academy of Sciences, 112, 10020-10025. doi:10.1073/pnas.1500048112


22. Dahl RE, & Spielberg JM. (2014). Response to Helfinstein & Casey. Developmental Cognitive Neuroscience, 8, 98-99. doi:10.1016/j.dcn.2014.02.008

21. Herting MM, Gautam P, Spielberg JM, Kan E, Dahl RE, & Sowell ER. (2014). The role of testosterone and estradiol in brain volume changes across adolescence: A longitudinal structural MRI study. Human Brain Mapping, 35, 5633-5645. doi:10.1002/hbm.22575

20. *Sadeh N, *Spielberg JM, Warren SL, Miller GA, & Heller W. (2014). Aberrant neural connectivity during emotional processing associated with posttraumatic stress. Clinical Psychological Science, 2, 748-755. doi:10.1177/2167702614530113 *Authors contributed equally to this work

19. Spielberg JM, Miller GA, Warren SL, Engels AS, Sutton BP, & Heller W. (2014). Transdiagnostic dimensions of anxiety & depression moderate motivation-related brain networks during goal maintenance. Depression & Anxiety, 31, 805-813. doi:10.1002/da.22271

18. Spielberg JM, Olino TM, Forbes EE, & Dahl RE. (2014). Exciting fear in adolescence: Does pubertal development alter threat processing? Developmental Cognitive Neuroscience, 8, 86-95. doi:10.1016/j.dcn.2014.01.004


17. Miller GA, Crocker LD, Spielberg JM, Infantolino ZP, & Heller W. (2013). Issues in localization of brain function: The case of lateralized frontal cortex in cognition, emotion, and psychopathology. Frontiers in Integrative Neuroscience, 7, 2. doi:10.3389/fnint.2013.00002

16. Sadeh N, Spielberg JM, Heller W, Herrington JD, Engels AS, Warren SL, Crocker LD, Sutton BP, & Miller GA. (2013). Emotion disrupts neural activity during selective attention in psychopathy. Social, Cognitive, & Affective Neuroscience, 8, 235-246. doi:10.1093/scan/nsr092

15. Spielberg JM, De Leon AA, Bredemeier K, Heller W, Engels AS, Warren SL, Crocker LD, Sutton BP, & Miller GA. (2013). Anxiety type modulates immediate vs. delayed engagement of attention-related brain regions. Brain & Behavior, 3, 532-551. doi:10.1002/brb3.157

14. Spielberg JM, Heller W, & Miller GA. (2013). Hierarchical brain networks active in approach and avoidance goal pursuit. Frontiers in Human Neuroscience, 7, 284. doi:10.3389/fnhum.2013.00284 Featured article on Frontiers homepage, 06/13

13. Warren SL, Crocker LD, Spielberg JM, Engels AS, Banich MT, Sutton BP, Miller GA, & Heller W. (2013). Cortical organization of inhibition-related functions and modulation by psychopathology. Frontiers in Human Neuroscience, 7, 271. doi:10.3389/fnhum.2013.00271


12. Bredemeier K, Berenbaum H, & Spielberg JM. (2012). Worry and perceived threat of proximal and distal undesirable outcomes. Journal of Anxiety Disorders, 26, 425-429. doi:10.1016/j.janxdis.2012.01.001

11. Crocker LD, Heller W, Spielberg JM, Warren SL, Bredemeier K, Banich MT, & Miller GA. (2012). Neural mechanisms in attentional control differentiate trait and state negative affect. Frontiers in Emotion Science, 3, 298. doi:10.3389/fpsyg.2012.00298

10. Spielberg JM, Miller GA, Warren SL, Engels AS, Crocker LD, Sutton BP, & Heller W. (2012). Trait motivation moderates neural activation associated with goal pursuit. Cognitive, Affective, & Behavioral Neuroscience, 12, 308-322. doi:10.3758/s13415-012-0088-8

9. Spielberg JM, Miller GA, Warren SL, Engels AS, Crocker LD, Banich MT, Sutton BP, & Heller W. (2012). A brain network instantiating approach and avoidance motivation. Psychophysiology, 49, 1200-1214. doi:10.1111/j.1469-8986.2012.01443.x


8. Silton RL, Heller W, Towers DN, Engels AS, Edgar JC, Spielberg JM, Sass SM, Stewart JL, Sutton BP, Banich MT, & Miller GA. (2011). Depression and anxious apprehension distinguish frontocingulate cortical activity during top-down attentional control. Journal of Abnormal Psychology, 120, 272-285. doi:10.1037/a0023204

7. Spielberg JM, Heller W, Silton RL, Stewart JL, & Miller GA. (2011). Approach and avoidance profiles distinguish dimensions of anxiety and depression. Cognitive Therapy & Research, 35, 359-371. doi:10.1007/s10608-011-9364-0

6. Spielberg JM, Miller GA, Engels AS, Herrington JD, Sutton BP, Banich MT, & Heller W. (2011). Trait approach and avoidance motivation: Lateralized neural activity associated with executive function. NeuroImage, 54, 661-670. doi:10.1016/j.neuroimage.2010.08.037


5. Bredemeier KE, Spielberg JM, Silton RL, Berenbaum H, Heller W, & Miller GA. (2010). Screening for clinical depression using the MASQ anhedonic depression scale: A receiver-operator characteristic analysis. Psychological Assessment, 22, 702-710. doi:10.1037/a0019915

4. Engels AS, Heller W, Spielberg JM, Warren SL, Sutton BP, Banich MT, & Miller GA. (2010). Co-occurring anxiety influences patterns of brain activity in depression. Cognitive, Affective, & Behavioral Neuroscience, 10, 141-156. doi:10.3758/CABN.10.1.141

3. Silton RL, Miller GA, Towers DN, Engels AS, Edgar JC, Spielberg JM, Sass SM, Stewart JL, Sutton BP, Banich MT, & Heller W. (2010). The time course of activity in dorsolateral prefrontal cortex and anterior cingulate cortex during top-down attentional control. NeuroImage, 50, 1292-1302. doi:10.1016/j.neuroimage.2009.12.061

2. Warren SL, Bost K, Roisman GI, Silton RL, Spielberg JM, Choi E, Sutton BP, Miller GA, & Heller W. (2010). Effects of adult attachment and emotional distractors on brain mechanisms of cognitive control. Psychological Science, 21, 1818-1826. doi:10.1177/0956797610388809

1. Spielberg JM, Heller W, Stewart JL, Levin RL, & Miller GA. (2008). Prefrontal cortex, emotion, and approach/withdrawal motivation. Social & Personality Psychology Compass, 2, 135-153. doi:10.1111/j.1751-9004.2007.00064.x

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