A Combined Behavioral and Neuroimaging Battery to Test Positive Appraisal Style Theory of Resilience in Longitudinal Studies

Resilience is the maintenance or rapid recovery of mental health during and after stressor exposure. It is becoming increasingly clear that resilience results from a complex and dynamic process of adaptation to stressors involving the biological, psychological and social levels. Positive appraisal style theory of resilience (PASTOR) claims that the common final pathway to maintained mental health lies in the non-negative (non-catastrophizing, non-pessimistic) appraisal of potential stressors, permitting the organism to fine-tune stress responses to optimal levels, thus avoiding unnecessary stress, inefficient deployment of resources and concomitant deleterious allostatic load effects. Successful adaptation consists in developing or strengthening a positive appraisal style. Another key element of PASTOR is that a positive appraisal style is strongly determined by the efficacy and efficiency of the neural and cognitive processes that underlie positive stressor appraisal. We here present a combined behavioral and functional magnetic resonance imaging (fMRI) battery designed to assess such processes repeatedly in longitudinal settings. The battery includes tests of stress reactivity and recovery, reward sensitivity, safety learning and memory in the context of fear conditioning and extinction, volitional situation-focused reappraisal, volitional self-focused reappraisal, and emotional interference inhibition, along with structural MRI and resting-state MRI scans. A detailed description of the battery methods is provided. The feasibility of the battery was successfully tested in N=55 healthy subjects; group results of the individual tasks largely replicate existing literature.

[1]  S. Folkman,et al.  Stress: Appraisal and Coping , 2020, Encyclopedia of Behavioral Medicine.

[2]  B. Harrison,et al.  Fear extinction in the human brain: A meta-analysis of fMRI studies in healthy participants , 2018, Neuroscience & Biobehavioral Reviews.

[3]  T. Kubiak,et al.  Population-based validation of a German version of the Brief Resilience Scale , 2018, PloS one.

[4]  T. Kubiak,et al.  Intervention studies to foster resilience - A systematic review and proposal for a resilience framework in future intervention studies. , 2018, Clinical psychology review.

[5]  T. Hendler,et al.  The resilience framework as a strategy to combat stress-related disorders , 2017, Nature Human Behaviour.

[6]  Mareike M. Menz,et al.  Don’t fear ‘fear conditioning’: Methodological considerations for the design and analysis of studies on human fear acquisition, extinction, and return of fear , 2017, Neuroscience & Biobehavioral Reviews.

[7]  Alexandru D. Iordan,et al.  Brain Activity and Network Interactions Linked to Valence‐Related Differences in the Impact of Emotional Distraction , 2015, Cerebral cortex.

[8]  Lisa S. Rotenstein,et al.  Prevalence of Depression, Depressive Symptoms, and Suicidal Ideation Among Medical Students , 2017 .

[9]  J. Neumann,et al.  Neural processing of negative emotional stimuli and the influence of age, sex and task-related characteristics , 2016, Neuroscience & Biobehavioral Reviews.

[10]  Ajay B. Satpute,et al.  The Brain Basis of Positive and Negative Affect: Evidence from a Meta-Analysis of the Human Neuroimaging Literature. , 2016, Cerebral cortex.

[11]  B. Harrison,et al.  Neural signatures of human fear conditioning: an updated and extended meta-analysis of fMRI studies , 2016, Molecular Psychiatry.

[12]  Vincent Frouin,et al.  Neural basis of reward anticipation and its genetic determinants , 2016, Proceedings of the National Academy of Sciences.

[13]  Simon B. Eickhoff,et al.  Dissociable attentional and inhibitory networks of dorsal and ventral areas of the right inferior frontal cortex: a combined task-specific and coordinate-based meta-analytic fMRI study , 2015, Brain Structure and Function.

[14]  Tamara Vanderwal,et al.  Inscapes: A movie paradigm to improve compliance in functional magnetic resonance imaging , 2015, NeuroImage.

[15]  Christiane S. Rohr,et al.  Individual differences in common factors of emotional traits and executive functions predict functional connectivity of the amygdala , 2015, NeuroImage.

[16]  G. Bonanno,et al.  A Brief Retrospective Method for Identifying Longitudinal Trajectories of Adjustment Following Acute Stress , 2015, Assessment.

[17]  G. Bonanno,et al.  The Temporal Elements of Psychological Resilience: An Integrative Framework for the Study of Individuals, Families, and Communities , 2015 .

[18]  S. Eickhoff,et al.  Neuroscience and Biobehavioral Reviews Three Key Regions for Supervisory Attentional Control: Evidence from Neuroimaging Meta-analyses , 2022 .

[19]  S. Horvath,et al.  Longitudinal changes of telomere length and epigenetic age related to traumatic stress and post-traumatic stress disorder , 2015, Psychoneuroendocrinology.

[20]  Michael S. Breen,et al.  Gene Networks Specific for Innate Immunity Define Post-Traumatic Stress Disorder , 2015, Molecular Psychiatry.

[21]  S. Maier Behavioral control blunts reactions to contemporaneous and future adverse events: Medial prefrontal cortex plasticity and a corticostriatal network , 2014, Neurobiology of Stress.

[22]  R. Kalisch,et al.  A conceptual framework for the neurobiological study of resilience. , 2014, The Behavioral and brain sciences.

[23]  Lee Ryan,et al.  Memory reconsolidation, emotional arousal, and the process of change in psychotherapy: New insights from brain science. , 2015, The Behavioral and brain sciences.

[24]  W. Rief,et al.  Subjektiver sozialer Status. MacArthur-Skalen zur Erfassung des wahrgenommenen sozialen Status im sozialen Umfeld (SSS-U) und in Deutschland (SSS-D) , 2014, Verhaltenstherapie.

[25]  R. Kalisch,et al.  Long-term expression of human contextual fear and extinction memories involves amygdala, hippocampus and ventromedial prefrontal cortex: a reinstatement study in two independent samples. , 2014, Social cognitive and affective neuroscience.

[26]  Peter Kirsch,et al.  Amygdala habituation: A reliable fMRI phenotype , 2014, NeuroImage.

[27]  Jennifer A. Silvers,et al.  Cognitive reappraisal of emotion: a meta-analysis of human neuroimaging studies. , 2014, Cerebral cortex.

[28]  M. McInnis,et al.  Regulating the High , 2014, Clinical psychological science : a journal of the Association for Psychological Science.

[29]  David W. Frank,et al.  Emotion regulation: Quantitative meta-analysis of functional activation and deactivation , 2014, Neuroscience & Biobehavioral Reviews.

[30]  Benjamin R. Arenkiel,et al.  Synaptic Modifications in the Medial Prefrontal Cortex in Susceptibility and Resilience to Stress , 2014, The Journal of Neuroscience.

[31]  Raffael Kalisch,et al.  Making a mountain out of a molehill: On the role of the rostral dorsal anterior cingulate and dorsomedial prefrontal cortex in conscious threat appraisal, catastrophizing, and worrying , 2014, Neuroscience & Biobehavioral Reviews.

[32]  R. Neve,et al.  Enhancing Depression Mechanisms in Midbrain Dopamine Neurons Achieves Homeostatic Resilience , 2014, Science.

[33]  L. Carretié Exogenous (automatic) attention to emotional stimuli: a review , 2014, Cognitive, Affective, & Behavioral Neuroscience.

[34]  Raphael T. Gerraty,et al.  Neuroimaging predictors of cognitive performance across a standardized neurocognitive battery. , 2014, Neuropsychology.

[35]  Philip A Kragel,et al.  Development and validation of an unsupervised scoring system (Autonomate) for skin conductance response analysis. , 2014, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[36]  Angela R. Laird,et al.  Neural network of cognitive emotion regulation — An ALE meta-analysis and MACM analysis , 2014, NeuroImage.

[37]  Brian Knutson,et al.  Affective traits link to reliable neural markers of incentive anticipation , 2014, NeuroImage.

[38]  A. Grabowska,et al.  The Nencki Affective Picture System (NAPS): Introduction to a novel, standardized, wide-range, high-quality, realistic picture database , 2013, Behavior research methods.

[39]  M. Kent,et al.  The Resilience Handbook : Approaches to Stress and Trauma , 2014 .

[40]  H. Resnick,et al.  National estimates of exposure to traumatic events and PTSD prevalence using DSM-IV and DSM-5 criteria. , 2013, Journal of traumatic stress.

[41]  Joseph W. Kable,et al.  The valuation system: A coordinate-based meta-analysis of BOLD fMRI experiments examining neural correlates of subjective value , 2013, NeuroImage.

[42]  Raffael Kalisch,et al.  Single dose of l-dopa makes extinction memories context-independent and prevents the return of fear , 2013, Proceedings of the National Academy of Sciences.

[43]  S. Lupien,et al.  An Upside to Adversity? , 2013, Psychological science.

[44]  Avishai Henik,et al.  Stop feeling: inhibition of emotional interference following stop-signal trials , 2013, Front. Hum. Neurosci..

[45]  M. Wessa,et al.  Goal-directed behavior under emotional distraction is preserved by enhanced task-specific activation. , 2013, Social cognitive and affective neuroscience.

[46]  Alexandru D. Iordan,et al.  Neural signatures of the response to emotional distraction: a review of evidence from brain imaging investigations , 2013, Front. Hum. Neurosci..

[47]  Christoph Stahl,et al.  Disentangling common and specific neural subprocesses of response inhibition , 2013, NeuroImage.

[48]  E. Nestler,et al.  Neurobiology of resilience , 2011, Nature Neuroscience.

[49]  S. Southwick,et al.  The Science of Resilience: Implications for the Prevention and Treatment of Depression , 2012, Science.

[50]  Isaac R Galatzer-Levy,et al.  Trajectories of resilience, depression, and anxiety following spinal cord injury. , 2012, Rehabilitation psychology.

[51]  T. Reinhardt,et al.  Salivary cortisol, heart rate, electrodermal activity and subjective stress responses to the Mannheim Multicomponent Stress Test (MMST) , 2012, Psychiatry Research.

[52]  G. McNally,et al.  Appetitive-aversive interactions in Pavlovian fear conditioning. , 2012, Behavioral neuroscience.

[53]  S. Mineka,et al.  Elevated responding to safe conditions as a specific risk factor for anxiety versus depressive disorders: evidence from a longitudinal investigation. , 2012, Journal of abnormal psychology.

[54]  Michael Rutter,et al.  Resilience as a dynamic concept , 2012, Development and Psychopathology.

[55]  G. Bonanno,et al.  Trajectories of trauma symptoms and resilience in deployed U.S. military service members: prospective cohort study. , 2012, The British journal of psychiatry : the journal of mental science.

[56]  Simon B Eickhoff,et al.  Modulating the processing of emotional stimuli by cognitive demand. , 2012, Social cognitive and affective neuroscience.

[57]  I. van Mechelen,et al.  The relationship between self-distancing and the duration of negative and positive emotional experiences in daily life. , 2012, Emotion.

[58]  R. Kalisch,et al.  A Test for the Implementation–Maintenance Model of Reappraisal , 2011, Front. Psychology.

[59]  J. Os,et al.  The size and burden of mental disorders and other disorders of the brain in Europe 2010 , 2011, European Neuropsychopharmacology.

[60]  Ann S Masten,et al.  Understanding and promoting resilience in children and youth , 2011, Current opinion in psychiatry.

[61]  W. Hiller,et al.  Der Cognitive Emotion Regulation Questionnaire (CERQ) , 2011 .

[62]  M. Wessa,et al.  How to regulate emotion? Neural networks for reappraisal and distraction. , 2011, Cerebral cortex.

[63]  R. Tedeschi Posttraumatic Growth in Combat Veterans , 2011, Journal of Clinical Psychology in Medical Settings.

[64]  Tracy Yuen,et al.  A systematic review of resilience in the physically ill. , 2011, Psychosomatics.

[65]  E. D. Geus,et al.  α-Amylase as a reliable and convenient measure of sympathetic activity: don’t start salivating just yet! , 2011, Psychoneuroendocrinology.

[66]  Jin Fan,et al.  Common and distinct networks underlying reward valence and processing stages: A meta-analysis of functional neuroimaging studies , 2011, Neuroscience & Biobehavioral Reviews.

[67]  M. Sterling General Health Questionnaire - 28 (GHQ-28). , 2011, Journal of physiotherapy.

[68]  S. Southwick,et al.  Resilience and Mental Health: Challenges Across the Lifespan , 2013 .

[69]  Stephen M. Smith,et al.  Multiplexed Echo Planar Imaging for Sub-Second Whole Brain FMRI and Fast Diffusion Imaging , 2010, PloS one.

[70]  R. C. Silver,et al.  Whatever does not kill us: cumulative lifetime adversity, vulnerability, and resilience. , 2010, Journal of personality and social psychology.

[71]  Anthony F Jorm,et al.  Prevention and early intervention to improve mental health in higher education students: a review , 2010, Early intervention in psychiatry.

[72]  Raffael Kalisch,et al.  A meta-analysis of instructed fear studies: Implications for conscious appraisal of threat , 2010, NeuroImage.

[73]  Jean-Luc Anton,et al.  Region of interest analysis using an SPM toolbox , 2010 .

[74]  G. Bonanno,et al.  Predictors and parameters of resilience to loss: toward an individual differences model. , 2009, Journal of personality.

[75]  Christoph Kemper,et al.  Überprüfung der psychometrischen Qualität der deutschen Version des Angstsensitivitätsindex-3 , 2009 .

[76]  R. Kalisch The functional neuroanatomy of reappraisal: Time matters , 2009, Neuroscience & Biobehavioral Reviews.

[77]  M. Olff,et al.  The lifetime prevalence of traumatic events and posttraumatic stress disorder in the Netherlands. , 2009, Journal of traumatic stress.

[78]  Jörn Diedrichsen,et al.  A probabilistic MR atlas of the human cerebellum , 2009, NeuroImage.

[79]  Jürgen Hoyer,et al.  Die deutsche Version des Life-Orientation-Tests (LOT-R) zum dispositionellen Optimismus und Pessimismus , 2008 .

[80]  Bruce W. Smith,et al.  The brief resilience scale: Assessing the ability to bounce back , 2008, International journal of behavioral medicine.

[81]  Scott J. Russo,et al.  Molecular Adaptations Underlying Susceptibility and Resistance to Social Defeat in Brain Reward Regions , 2007, Cell.

[82]  Norito Kawakami,et al.  Lifetime prevalence and age-of-onset distributions of mental disorders in the World Health Organization's World Mental Health Survey Initiative. , 2007, World psychiatry : official journal of the World Psychiatric Association.

[83]  S. Rauch,et al.  Recall of Fear Extinction in Humans Activates the Ventromedial Prefrontal Cortex and Hippocampus in Concert , 2007, Biological Psychiatry.

[84]  Susanne Erk,et al.  Valence-specific regulation effects in a working memory task with emotional context , 2007, NeuroImage.

[85]  Steven Taylor,et al.  Robust dimensions of anxiety sensitivity: development and initial validation of the Anxiety Sensitivity Index-3. , 2007, Psychological assessment.

[86]  N. Makris,et al.  Hypothalamic Abnormalities in Schizophrenia: Sex Effects and Genetic Vulnerability , 2007, Biological Psychiatry.

[87]  J. de Houwer,et al.  Do emotional stimuli interfere with response inhibition? Evidence from the stop signal paradigm , 2007 .

[88]  S. Joseph,et al.  Growth following adversity: theoretical perspectives and implications for clinical practice. , 2006, Clinical psychology review.

[89]  Nicolas Rohleder,et al.  The psychosocial stress-induced increase in salivary alpha-amylase is independent of saliva flow rate. , 2006, Psychophysiology.

[90]  E. Kandel,et al.  Resolving Emotional Conflict: A Role for the Rostral Anterior Cingulate Cortex in Modulating Activity in the Amygdala , 2006, Neuron.

[91]  Nikolaus Weiskopf,et al.  Context-Dependent Human Extinction Memory Is Mediated by a Ventromedial Prefrontal and Hippocampal Network , 2006, The Journal of Neuroscience.

[92]  Anders M. Dale,et al.  An automated labeling system for subdividing the human cerebral cortex on MRI scans into gyral based regions of interest , 2006, NeuroImage.

[93]  Raymond J. Dolan,et al.  Levels of appraisal: A medial prefrontal role in high-level appraisal of emotional material , 2006, NeuroImage.

[94]  N. Makris,et al.  Decreased volume of left and total anterior insular lobule in schizophrenia , 2006, Schizophrenia Research.

[95]  R. Poldrack,et al.  Cortical and Subcortical Contributions to Stop Signal Response Inhibition: Role of the Subthalamic Nucleus , 2006, The Journal of Neuroscience.

[96]  S. Rauch,et al.  Structural brain magnetic resonance imaging of limbic and thalamic volumes in pediatric bipolar disorder. , 2005, The American journal of psychiatry.

[97]  Olga V. Demler,et al.  Lifetime prevalence and age-of-onset distributions of DSM-IV disorders in the National Comorbidity Survey Replication. , 2005, Archives of general psychiatry.

[98]  Raymond J. Dolan,et al.  Anxiety Reduction through Detachment: Subjective, Physiological, and Neural Effects , 2005, Journal of Cognitive Neuroscience.

[99]  David Sander,et al.  A systems approach to appraisal mechanisms in emotion , 2005, Neural Networks.

[100]  R. Schwarzer,et al.  Coping as a mediator between personality and stress outcomes: a longitudinal study with cataract surgery patients , 2005 .

[101]  P. Lang International affective picture system (IAPS) : affective ratings of pictures and instruction manual , 2005 .

[102]  Richard A. Brown,et al.  A modified computer version of the Paced Auditory Serial Addition Task (PASAT) as a laboratory-based stressor. , 2003 .

[103]  Vinod Menon,et al.  Functional connectivity in the resting brain: A network analysis of the default mode hypothesis , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[104]  James J. Gross,et al.  Emotion Regulation in Adulthood: Timing Is Everything , 2001 .

[105]  Brian Knutson,et al.  Anticipation of Increasing Monetary Reward Selectively Recruits Nucleus Accumbens , 2001, The Journal of Neuroscience.

[106]  P. Spinhoven,et al.  Negative life events, cognitive emotion regulation and emotional problems , 2001 .

[107]  K. Scherer Appraisal considered as a process of multilevel sequential checking. , 2001 .

[108]  K. Scherer,et al.  Appraisal processes in emotion: Theory, methods, research. , 2001 .

[109]  E. Epel,et al.  Relationship of subjective and objective social status with psychological and physiological functioning: preliminary data in healthy white women. , 2000, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[110]  S. Luthar,et al.  The construct of resilience: a critical evaluation and guidelines for future work. , 2000, Child development.

[111]  G. Crombez,et al.  Extinction in fear conditioning: effects on startle modulation and evaluative self-reports. , 1998, Psychophysiology.

[112]  Michael D. Robinson Running from William James' bear: A review of preattentive mechanisms and their contributions to emotional experience. , 1998 .

[113]  J. Gross The Emerging Field of Emotion Regulation: An Integrative Review , 1998 .

[114]  C. Carver You want to measure coping but your protocol’ too long: Consider the brief cope , 1997, International journal of behavioral medicine.

[115]  Avshalom Caspi,et al.  THE LIFE HISTORY CALENDAR: A RESEARCH AND CLINICAL ASSESSMENT METHOD FOR COLLECTING RETROSPECTIVE EVENT‐HISTORY DATA , 1996 .

[116]  O. Dalgard,et al.  Social Support, Negative Life Events and Mental Health , 1995, British Journal of Psychiatry.

[117]  B. McEwen,et al.  Stress and the individual. Mechanisms leading to disease. , 1993, Archives of internal medicine.

[118]  E. Werner,et al.  The children of Kauai: resiliency and recovery in adolescence and adulthood. , 1992, The Journal of adolescent health : official publication of the Society for Adolescent Medicine.

[119]  R. Weiner Complexities of Stress. (Book Reviews: Perturbing the Organism. The Biology of Stressful Experience.) , 1992 .

[120]  C. Kirschbaum,et al.  Salivary cortisol in psychobiological research: an overview. , 1989, Neuropsychobiology.

[121]  K. Scherer,et al.  The Relationship of Emotion to Cognition: A Functional Approach to a Semantic Controversy , 1987 .

[122]  B. Compas,et al.  A prospective study of life events, social support, and psychological symptomatology during the transition from high school to college , 1986, American journal of community psychology.

[123]  C. Carver,et al.  Optimism, coping, and health: assessment and implications of generalized outcome expectancies. , 2009, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[124]  Willis J. Tompkins,et al.  A Real-Time QRS Detection Algorithm , 1985, IEEE Transactions on Biomedical Engineering.

[125]  D. Goldberg,et al.  A scaled version of the General Health Questionnaire , 1979, Psychological Medicine.

[126]  J. Pearce,et al.  Inhibitory interactions between appetitive and aversive stimuli. , 1977 .

[127]  M. B. Arnold EMOTION, MOTIVATION, AND THE LIMBIC SYSTEM , 1969, Annals of the New York Academy of Sciences.

[128]  J. Konorski Integrative activity of the brain : an interdisciplinary approach , 1967 .