fNIRS-Based Clinical Assessment of ADHD Children

While a growing body of neurocognitive research has explored the neural substrates associated with attention deficit hyperactive disorder (ADHD), an objective biomarker for diagnosis has not been established. The advent of functional near-infrared spectroscopy (fNIRS), which is a noninvasive and unrestrictive method of functional neuroimaging, raised the possibility of introducing functional neuroimaging diagnosis for young ADHD children. In search of a stable and clinically applicable biological marker, here in this chapter, we first discuss a plausible solution to enable the objective monitoring of the acute effects of ADHD medications at the group level. Subsequently, we discuss our successful visualization of differential neural substrates between ADHD and healthy control children for inhibitory control at the individual level, which reached an optimized classification parameter with a value of 85% and a sensitivity of 90%. These findings led us to postulate that fNIRS-based examination would allow the identification of an objective neuro-functional biomarker to diagnose and determine the appropriate treatment for ADHD children. We believe that such a novel technical application would evoke wide interest from neuroimaging researchers.

[1]  David A. Boas,et al.  A Quantitative Comparison of Simultaneous BOLD fMRI and NIRS Recordings during Functional Brain Activation , 2002, NeuroImage.

[2]  J. Fletcher,et al.  Developmental changes in performance on tests of purported frontal lobe functioning , 1991 .

[3]  Masako Okamoto,et al.  Virtual spatial registration of stand-alone fNIRS data to MNI space , 2007, NeuroImage.

[4]  J. Pekar,et al.  Meta-analysis of Go/No-go tasks demonstrating that fMRI activation associated with response inhibition is task-dependent , 2008, Neuropsychologia.

[5]  K. Kiehl,et al.  Event‐related fMRI study of response inhibition , 2001, Human brain mapping.

[6]  Emmanuel Dupoux,et al.  Optical imaging of infants' neurocognitive development: Recent advances and perspectives , 2008, Developmental neurobiology.

[7]  H. Werner,et al.  Interference effects of Stroop color-word test in childhood, adulthood, and aging. , 1962, The Journal of genetic psychology.

[8]  Y. Katayama,et al.  Increase in focal concentration of deoxyhaemoglobin during neuronal activity in cerebral ischaemic patients , 2002, Journal of neurology, neurosurgery, and psychiatry.

[9]  M. Okada,et al.  Novel method to classify hemodynamic response obtained using multi-channel fNIRS measurements into two groups: exploring the combinations of channels , 2014, Front. Hum. Neurosci..

[10]  Ann-Christine Ehlis,et al.  A novel approach to probabilistic biomarker‐based classification using functional near‐infrared spectroscopy , 2012, Human brain mapping.

[11]  D. Delpy,et al.  Methods of quantitating cerebral near infrared spectroscopy data. , 1988, Advances in experimental medicine and biology.

[12]  Haruka Dan,et al.  Acute neuropharmacological effects of atomoxetine on inhibitory control in ADHD children: A fNIRS study , 2014, NeuroImage: Clinical.

[13]  Archana K. Singh,et al.  Exploring the false discovery rate in multichannel NIRS , 2006, NeuroImage.

[14]  M. Tamura,et al.  Interpretation of near-infrared spectroscopy signals: a study with a newly developed perfused rat brain model. , 2001, Journal of applied physiology.

[15]  E. Watanabe,et al.  Noninvasive cerebral blood volume measurement during seizures using multichannel near infrared spectroscopic topography. , 1998, Journal of biomedical optics.

[16]  M. Hadders‐Algra,et al.  Childhood emotional and behavioral problems: reducing overdiagnosis without risking undertreatment , 2012, Developmental medicine and child neurology.

[17]  Franco Lepore,et al.  Noninvasive continuous functional near‐infrared spectroscopy combined with electroencephalography recording of frontal lobe seizures , 2013, Epilepsia.

[18]  G. Lehmkuhl,et al.  Atomoxetine treatment and ADHD-related difficulties as assessed by adolescent patients, their parents and physicians , 2009, Child and Adolescent Psychiatry and Mental Health.

[19]  Y. Hoshi Functional near-infrared optical imaging: utility and limitations in human brain mapping. , 2003, Psychophysiology.

[20]  Y. Leitner,et al.  The Co-Occurrence of Autism and Attention Deficit Hyperactivity Disorder in Children – What Do We Know? , 2014, Front. Hum. Neurosci..

[21]  Atsuko Gunji,et al.  Reduced prefrontal hemodynamic response in children with ADHD during the Go/NoGo task: a NIRS study , 2012, Neuroreport.

[22]  G. DuPaul,et al.  Preparing psychologists to link systems of care in managing and preventing children's health problems. , 2003, Journal of pediatric psychology.

[23]  I. Johnsrude,et al.  The problem of functional localization in the human brain , 2002, Nature Reviews Neuroscience.

[24]  E. Stein,et al.  Right hemispheric dominance of inhibitory control: an event-related functional MRI study. , 1999, Proceedings of the National Academy of Sciences of the United States of America.

[25]  E. Watanabe,et al.  Spatial and temporal analysis of human motor activity using noninvasive NIR topography. , 1995, Medical physics.

[26]  Eiju Watanabe,et al.  Focus Diagnosis of Epilepsy Using Near‐Infrared Spectroscopy , 2002, Epilepsia.

[27]  Masato Fukuda,et al.  Neuroimaging-aided differential diagnosis of the depressive state , 2014, NeuroImage.

[28]  Russell A. Poldrack,et al.  The Cognitive Neuroscience of Response Inhibition: Relevance for Genetic Research in Attention-Deficit/Hyperactivity Disorder , 2005, Biological Psychiatry.

[29]  Yufeng Wang,et al.  Fisher discriminative analysis of resting-state brain function for attention-deficit/hyperactivity disorder , 2008, NeuroImage.

[30]  Lucia Margari,et al.  A review of executive function deficits in autism spectrum disorder and attention-deficit/hyperactivity disorder , 2016, Neuropsychiatric disease and treatment.

[31]  Ann-Christine Ehlis,et al.  Optical topography during a Go–NoGo task assessed with multi-channel near-infrared spectroscopy , 2005, Behavioural Brain Research.

[32]  D. Brandeis,et al.  The course of neuropsychological functions in children with attention deficit hyperactivity disorder from late childhood to early adolescence. , 2005, Journal of child psychology and psychiatry, and allied disciplines.

[33]  Andrew Simmons,et al.  Pattern classification of response inhibition in ADHD: Toward the development of neurobiological markers for ADHD , 2013, Human brain mapping.

[34]  G H Glover,et al.  Selective effects of methylphenidate in attention deficit hyperactivity disorder: a functional magnetic resonance study. , 1998, Proceedings of the National Academy of Sciences of the United States of America.

[35]  Christoph U. Lehmann,et al.  ADHD: Clinical Practice Guideline for the Diagnosis, Evaluation, and Treatment of Attention-Deficit/Hyperactivity Disorder in Children and Adolescents , 2011, Pediatrics.

[36]  須藤 友博 Multichannel near-infrared spectroscopy in depression and schizophrenia : Cognitive brain activation study , 2004 .

[37]  S. Pliszka,et al.  Practice parameter for the assessment and treatment of children and adolescents with attention-deficit/hyperactivity disorder. , 2007, Journal of the American Academy of Child and Adolescent Psychiatry.

[38]  Ann-Christine Ehlis,et al.  Diminished prefrontal oxygenation with normal and above-average verbal fluency performance in adult ADHD. , 2008, Journal of psychiatric research.

[39]  H. Hart,et al.  Meta-analysis of fMRI studies of timing in attention-deficit hyperactivity disorder (ADHD) , 2012, Neuroscience & Biobehavioral Reviews.

[40]  K. Berman,et al.  Meta‐analysis of neuroimaging studies of the Wisconsin Card‐Sorting task and component processes , 2005, Human brain mapping.

[41]  Masako Okamoto,et al.  Three-dimensional probabilistic anatomical cranio-cerebral correlation via the international 10–20 system oriented for transcranial functional brain mapping , 2004, NeuroImage.

[42]  P. Weber,et al.  Cerebral Hemodynamic Changes in Response to an Executive Function Task in Children with Attention-Deficit Hyperactivity Disorder Measured by Near-Infrared Spectroscopy , 2005, Journal of developmental and behavioral pediatrics : JDBP.

[43]  Jürgen Margraf,et al.  Is ADHD diagnosed in accord with diagnostic criteria? Overdiagnosis and influence of client gender on diagnosis. , 2012, Journal of consulting and clinical psychology.

[44]  Masako Okamoto,et al.  Automated cortical projection of head-surface locations for transcranial functional brain mapping , 2005, NeuroImage.

[45]  Haruka Dan,et al.  Right prefrontal activation as a neuro-functional biomarker for monitoring acute effects of methylphenidate in ADHD children: An fNIRS study☆ , 2012, NeuroImage: Clinical.

[46]  Andreas Warnke,et al.  Prefrontal oxygenation during working memory in ADHD. , 2010, Journal of psychiatric research.

[47]  Marco Ferrari,et al.  A brief review on the history of human functional near-infrared spectroscopy (fNIRS) development and fields of application , 2012, NeuroImage.

[48]  S. Rauch,et al.  Anterior cingulate cortex dysfunction in attention-deficit/hyperactivity disorder revealed by fMRI and the counting stroop , 1999, Biological Psychiatry.

[49]  Huiguang He,et al.  Classification of ADHD children through multimodal magnetic resonance imaging , 2012, Front. Syst. Neurosci..

[50]  Jan K Buitelaar,et al.  Magnetic resonance imaging of boys with attention-deficit/hyperactivity disorder and their unaffected siblings. , 2004, Journal of the American Academy of Child and Adolescent Psychiatry.

[51]  Masako Okamoto,et al.  Mapping of optical pathlength of human adult head at multi-wavelengths in near infrared spectroscopy. , 2010, Advances in experimental medicine and biology.

[52]  J. Buitelaar,et al.  European clinical guidelines for hyperkinetic disorder – first upgrade , 2004, European Child & Adolescent Psychiatry.

[53]  Masanaga Ikegami,et al.  Improved prefrontal activity in AD/HD children treated with atomoxetine: A NIRS study , 2015, Brain and Development.

[54]  R. Barkley Behavioral inhibition, sustained attention, and executive functions: constructing a unifying theory of ADHD. , 1997, Psychological bulletin.

[55]  Irwin D Waldman,et al.  The structure of child and adolescent psychopathology: generating new hypotheses. , 2004, Journal of abnormal psychology.

[56]  E. Bullmore,et al.  Hypofrontality in attention deficit hyperactivity disorder during higher-order motor control: a study with functional MRI. , 1999, The American journal of psychiatry.

[57]  B. J. Casey,et al.  Differential patterns of striatal activation in young children with and without ADHD , 2003, Biological Psychiatry.

[58]  Hinderk M. Emrich,et al.  Neuronal correlates of ADHD in adults with evidence for compensation strategies – a functional MRI study with a Go/No-Go paradigm , 2010, German medical science : GMS e-journal.

[59]  A. Villringer,et al.  Decrease in parietal cerebral hemoglobin oxygenation during performance of a verbal fluency task in patients with Alzheimer's disease monitored by means of near-infrared spectroscopy (NIRS) — correlation with simultaneous rCBF-PET measurements , 1997, Brain Research.

[60]  Oscar Vilarroya,et al.  An independent components and functional connectivity analysis of resting state fMRI data points to neural network dysregulation in adult ADHD , 2014, Human brain mapping.

[61]  A. Villringer,et al.  Beyond the Visible—Imaging the Human Brain with Light , 2003, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[62]  Takafumi Shimada,et al.  Neuroimaging-Aided Prediction of the Effect of Methylphenidate in Children with Attention-Deficit Hyperactivity Disorder: A Randomized Controlled Trial , 2015, Neuropsychopharmacology.

[63]  E. Watanabe,et al.  Multichannel fNIRS assessment of overt and covert confrontation naming , 2012, Brain and Language.

[64]  Chika Akera,et al.  ADHD: Clinical Practice Guideline for the Diagnosis, Evaluation, and Treatment of Attention-Deficit/ Hyperactivity Disorder in Children and Adolescents , 2011 .

[65]  G. Logan,et al.  Development of inhibitory control across the life span. , 1999, Developmental psychology.

[66]  Michael Siniatchkin,et al.  ADHD and autism: differential diagnosis or overlapping traits? A selective review , 2012, ADHD Attention Deficit and Hyperactivity Disorders.

[67]  T. Spencer ADHD treatment across the life cycle. , 2004, The Journal of clinical psychiatry.

[68]  Masako Okamoto,et al.  Prefrontal activity during taste encoding: An fNIRS study , 2006, NeuroImage.

[69]  K. Kubota,et al.  Cortical Mapping of Gait in Humans: A Near-Infrared Spectroscopic Topography Study , 2001, NeuroImage.

[70]  Masako Okamoto,et al.  Multimodal assessment of cortical activation during apple peeling by NIRS and fMRI , 2004, NeuroImage.

[71]  Mark S. Cohen,et al.  Insights into multimodal imaging classification of ADHD , 2012, Front. Syst. Neurosci..

[72]  Arthur W. Toga,et al.  Construction of a 3D probabilistic atlas of human cortical structures , 2008, NeuroImage.

[73]  M. Herrmann,et al.  Bilaterally reduced frontal activation during a verbal fluency task in depressed patients as measured by near-infrared spectroscopy. , 2004, The Journal of neuropsychiatry and clinical neurosciences.

[74]  Mubarak Shah,et al.  ADHD classification using bag of words approach on network features , 2012, Medical Imaging.

[75]  E. Watanabe,et al.  Clinically-oriented monitoring of acute effects of methylphenidate on cerebral hemodynamics in ADHD children using fNIRS , 2012, Clinical Neurophysiology.

[76]  Katya Rubia,et al.  Right inferior prefrontal cortex mediates response inhibition while mesial prefrontal cortex is responsible for error detection , 2003, NeuroImage.

[77]  R. Barkley,et al.  Social and emotional impairment in children and adolescents with ADHD and the impact on quality of life. , 2010, The Journal of adolescent health : official publication of the Society for Adolescent Medicine.

[78]  A. Blasi,et al.  Illuminating the developing brain: The past, present and future of functional near infrared spectroscopy , 2010, Neuroscience & Biobehavioral Reviews.

[79]  Ann-Christine Ehlis,et al.  Event-related functional near-infrared spectroscopy (fNIRS): Are the measurements reliable? , 2006, NeuroImage.

[80]  Ann-Christine Ehlis,et al.  Reduced lateral prefrontal activation in adult patients with attention-deficit/hyperactivity disorder (ADHD) during a working memory task: a functional near-infrared spectroscopy (fNIRS) study. , 2008, Journal of psychiatric research.

[81]  Susan Sprich,et al.  Cognitive behavioral therapy vs relaxation with educational support for medication-treated adults with ADHD and persistent symptoms: a randomized controlled trial. , 2010, JAMA.

[82]  Shohei Tanaka,et al.  Prefrontal Dysfunction in Attention-Deficit/Hyperactivity Disorder as Measured by Near-Infrared Spectroscopy , 2010, Child psychiatry and human development.

[83]  D. Boas,et al.  Non-invasive neuroimaging using near-infrared light , 2002, Biological Psychiatry.

[84]  David Coghill,et al.  Brainstem abnormalities in attention deficit hyperactivity disorder support high accuracy individual diagnostic classification , 2014, Human brain mapping.

[85]  C. Rorden,et al.  Stereotaxic display of brain lesions. , 2000, Behavioural neurology.

[86]  Ippeita Dan,et al.  Spatial registration for functional near-infrared spectroscopy: From channel position on the scalp to cortical location in individual and group analyses , 2014, NeuroImage.

[87]  D. Coghill,et al.  Amfetamine and methylphenidate medications for attention-deficit/hyperactivity disorder: complementary treatment options , 2012, European Child & Adolescent Psychiatry.