Skip to main content

Functional Association Between the Brain and Physiological Responses Accompanying Negative and Positive Emotions and Its Regulation by Genetic Factors

  • Chapter
  • 1940 Accesses

Part of the book series: Primatology Monographs ((PrimMono))

Abstract

Negative emotions such as fear and acute stress elicit integrated enhancement of responses in the cardiovascular system, hypothalamo–pituitary–adrenocortical axis, and innate immunity. On the other hand, during experiences of positive emotions, secretion of central and peripheral dopamine and natural killer cell activity are enhanced without increased sympathetic activity. Such physiological responses accompanying emotions are not rigid and stereotyped but can be flexibly regulated by the brain on the basis of cognitive appraisal of the emotional situation. Using a combination of neuroimaging and physiological recording in humans, we have shown that a neural network that includes several portions of the prefrontal cortex and limbic regions plays a key role in the regulation of emotion. Furthermore, there are wide individual differences in the emotional reactivity in both negative and positive emotional domains. Genetic factors such as gene polymorphisms of the serotonin transporter gene and the opioid receptor gene can explain portions of the individual differences of emotional reactivity.

This is a preview of subscription content, log in via an institution.

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   89.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   119.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD   169.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

Notes

  1. 1.

    Functional magnetic resonance imaging (fMRI) is a neuroimaging technique that measures the hemodynamic responses (changes in blood oxygen levels) related to neural activity in the brain. Contrary to the conventional “block-design fMRI,” which detects integrated brain activity within a several-minute period, “event-related fMRI” can detect temporal brain activity related to a specific event of stimulus onset or initiation of processing with temporal resolution of several seconds.

  2. 2.

    Subliminal perception is a psychological phenomenon that one can detect or be affected by any stimuli below a sensory threshold for conscious perception. For visual subliminal perception, stimuli are presented with a short duration (several milliseconds) and are masked by other stimuli. Although this concept has been controversial in scientific fields, studies in cognitive psychology and cognitive neuroscience have shown that humans can perceive stimuli without conscious awareness in some cases.

  3. 3.

    Affective priming is a psychological phenomenon that a preceding stimulus with affective valence can influence on processing of a following stimulus. When the preceding stimulus and the following stimulus have the same affective valence (e.g., positive or negative), speed and efficiency of processing for the following stimulus is facilitated. Additionally, evaluation of the following stimulus (e.g., good or bad) can be shifted to the direction according to the affective valence of the preceding stimulus.

  4. 4.

    Positron emission tomography (PET) is a method of neuroimaging using some radioactive chemical tracers. Although PET is usually utilized to scan the distribution of some receptors of neurotransmitters in the brain and metabolism of glucose in the brain, PET using 15O as a tracer has better temporal resolution and can detect changes of blood flow in the brain (details of PET techniques are provided in Sect. 5.3 of this volume).

  5. 5.

    Individualism and collectivism are concepts that are often used to describe personalities in social psychology. Individualism is a tendency that emphasizes the independence of each person within social groups and focuses importance of one’s own goals and self-esteem. Collectivism is a tendency that emphasizes the interdependence of persons in social groups and sometimes focuses on the priority of group goals in preference to individual goals.

  6. 6.

    Cytokines are proteins and peptides that are secreted by immune cells such as macrophages. They carry signals between immune cells and have effects on the whole-body orgasm. Inflammatory or proinflammatory cytokines are subfamilies of cytokines that enhance cellular immunity and induce inflammation.

References

  • Amat J, Baratta MV, Paul E, Bland ST, Watkins LR, Maier SF (2005) Medial prefrontal cortex determines how stressor controllability affects behavior and dorsal raphe nucleus. Nat Neurosci 8:365–371

    Article  CAS  PubMed  Google Scholar 

  • Bargh JA (1997) The automaticity in everyday life. In: Wyer RS Jr (ed) Advances in social cognition, vol 10. Lawrence Erlbaum Association, Mahwah, pp 1–61

    Google Scholar 

  • Barr CS, Newman TK, Shannon C, Parker C, Dvoskin RL, Becker ML, Schwandt M, Champoux M, Lesch KP, Goldman D, Suomi SJ, Higley JD (2004) Rearing condition and rh5-HTTLPR interact to influence limbic-hypothalamic–pituitary–adrenal axis response to stress in infant macaques. Biol Psychiatry 55:733–738

    Article  CAS  PubMed  Google Scholar 

  • Bland ST, Hargrave D, Pepin JL, Amat J, Watkins LR, Maier SF (2003) Stressor controllability modulates stress-induced dopamine and serotonin efflux and morphine-induced serotonin efflux in the medial prefrontal cortex. Neuropsychopharmacology 28:1589–1596

    Article  CAS  PubMed  Google Scholar 

  • Blascovich J, Mendes WB, Hunter SB, Salomon K (1999) Social “facilitation” as challenge and threat. J Pers Soc Psychol 77:68–77

    Article  CAS  PubMed  Google Scholar 

  • Bond C, LaForge KS, Tian M, Melia D, Zhang S, Borg L, Gong J, Schluger J, Strong JA, Leal SM, Tischfield JA, Kreek M, Yu L (1998) Single-nucleotide polymorphism in the human mu opioid receptor gene alters beta-endorphin binding and activity: possible implications for opiate addiction. Proc Natl Acad Sci USA 95:9608–9613

    Article  CAS  PubMed  Google Scholar 

  • Bosch JA, Berntson GG, Cacioppo JT, Marucha PT (2005) Differential mobilization of functionally distinct natural killer subsets during acute psychologic stress. Psychosom Med 67:366–375

    Article  PubMed  Google Scholar 

  • Bowers MB Jr, Malison RT, Seibyl JP, Kosten TR (1998) Plasma homovanillic acid and the dopamine transporter during cocaine withdrawal. Biol Psychiatry 43:278–281

    Article  CAS  PubMed  Google Scholar 

  • Caspi A, Sugden K, Moffitt TE, Taylor A, Craig IW, Harrington H, McClay J, Mill J, Martin J, Braithwaite A, Poulton R (2003) Influence of life stress on depression: moderation by a polymorphism in the 5-HTT gene. Science 301:386–389

    Article  CAS  PubMed  Google Scholar 

  • Cavada C, Company T, Tejedor J, Cruz-Rizzolo RJ, Reinoso-Suarez F (2000) The anatomical connections of the macaque monkey orbitofrontal cortex. A review. Cereb Cortex 10:220–242

    Article  CAS  PubMed  Google Scholar 

  • Charmandari E, Tsigos C, Chrousos G (2005) Endocrinology of the stress response. Annu Rev Physiol 67:259–284

    Article  CAS  PubMed  Google Scholar 

  • Chiao JY, Blizinsky KD (2010) Culture-gene coevolution of individualism-collectivism and the serotonin transporter gene. Proc Biol Sci 277:529–537

    Article  CAS  PubMed  Google Scholar 

  • Chou WY, Yang LC, Lu HF, Ko JY, Wang CH, Lin SH, Lee TH, Concejero A, Hsu CJ (2006) Association of mu-opioid receptor gene polymorphism (A118G) with variations in morphine consumption for analgesia after total knee arthroplasty. Acta Anaesthesiol Scand 50:787–792

    Article  CAS  PubMed  Google Scholar 

  • Cohen S, Doyle WJ, Turner RB, Alper CM, Skoner DP (2003) Emotional style and susceptibility to the common cold. Psychosom Med 65:652–657

    Article  PubMed  Google Scholar 

  • Collier DA, Stöber G, Li T, Heils A, Catalano M, Di Bella D (1996) A novel functional polymorphism within the promoter of the serotonin transporter gene: possible role in susceptibility to affective disorders. Mol Psychiatry 1:453–460

    CAS  PubMed  Google Scholar 

  • Dantzer R, O’Connor JC, Freund GG, Johnson RW, Kelley KW (2008) From inflammation to sickness and depression: when the immune system subjugates the brain. Nat Rev Neurosci 9:46–56

    Article  CAS  PubMed  Google Scholar 

  • Dhabhar FS, Miller AH, McEwen BS, Spencer RL (1995) Effects of stress on immune cell distribution: dynamics and hormonal mechanisms. J Immunol 154:5511–5527

    CAS  PubMed  Google Scholar 

  • Engler H, Dawils L, Hoves S, Kurth S, Stevenson JR, Schauenstein K, Stefanski V (2004) Effects of social stress on blood leukocyte distribution: the role of alpha- and beta-adrenergic mechanisms. J Neuroimmunol 156:153–162

    Article  CAS  PubMed  Google Scholar 

  • Esch T, Stefano GB (2005) Love promotes health. Neuroendocrinol Lett 26:52–55

    Google Scholar 

  • Fuster JM (1999) Synopsis of function and dysfunction of the frontal lobe. Acta Psychiatr Scand 99:51–57

    Article  Google Scholar 

  • Garavan H, Ross TJ, Stein EA (1999) Right hemispheric dominance of inhibitory control: an event-related functional MRI study. Proc Natl Acad Sci USA 96:8301–8306

    Article  CAS  PubMed  Google Scholar 

  • Goldman-Rakic PS (1987) Circuitry of primate prefrontal cortex and regulation of behavior by representational memory. In: Plum F (ed) Handbook of physiology, vol 15(1). The nervous system, higher functions of the brain. American Physiological Society, Bethesda, pp 373–417

    Google Scholar 

  • Gotlib IH, Joormann J, Minor KL, Hallmayer J (2008) HPA axis reactivity: a mechanism underlying the associations among 5-HTTLPR, stress, and depression. Biol Psychiatry 63:847–851

    Article  CAS  PubMed  Google Scholar 

  • Haake P, Krueger TH, Goebel MU, Heberling KM, Hartmann U, Schedlowski M (2004) Effects of sexual arousal on lymphocyte subset circulation and cytokine production in man. NeuroImmunomodulation 11:293–298

    Article  CAS  PubMed  Google Scholar 

  • Hariri AR, Mattay VS, Tessitore A, Kolachana B, Fera F, Goldman D, Egan MF, Weinberger DR (2002) Serotonin transporter genetic variation and the response of the human amygdala. Science 297:400–403

    Article  CAS  PubMed  Google Scholar 

  • Heils A, Teufel A, Petri S, Seemann M, Bengel D, Balling U, Riederer P, Lesch KP (1995) Functional promoter and polyadenylation site mapping of the human serotonin (5-HT) transporter gene. J Neural Transm Gen Sect 102:247–254

    Article  CAS  PubMed  Google Scholar 

  • Heils A, Teufel A, Petri S, Stöber G, Riederer P, Bengel D, Lesch KP (1996) Allelic variation of human serotonin transporter gene expression. J Neurochem 66:2621–2624

    Article  CAS  PubMed  Google Scholar 

  • Heinz A, Braus DF, Smolka MN, Wrase J, Puls I, Hermann D, Klein S, Grüsser SM, Flor H, Schumann G, Mann K, Büchel C (2005) Amygdala–prefrontal coupling depends on a genetic variation of the serotonin transporter. Nat Neurosci 8:20–21

    Article  CAS  PubMed  Google Scholar 

  • Isowa T, Ohira H, Murashima S (2004) Reactivity of immune, endocrine and cardiovascular parameters to active and passive acute stress. Biol Psychol 65:101–120

    Article  PubMed  Google Scholar 

  • Isowa T, Ohira H, Murashima S (2006) Immune, endocrine and cardiovascular responses to controllable and uncontrollable acute stress. Biol Psychol 71:202–213

    Article  PubMed  Google Scholar 

  • Kimura K, Isowa T, Ohira H, Murashima S (2005) Temporal variation of acute stress responses in sympathetic nervous and immune systems. Biol Psychol 70:131–139

    Article  PubMed  Google Scholar 

  • Kimura K, Ohira H, Isowa T, Matsunaga M, Murashima S (2007) Regulation of lymphocytes redistribution via autonomic nervous activity during stochastic learning. Brain Behav Immun 21:921–934

    Article  CAS  PubMed  Google Scholar 

  • Konishi S, Nakajima K, Uchida I, Kikyo H, Kameyama M, Miyashita Y (1999) Common inhibitory mechanism in human inferior prefrontal cortex revealed by event-related functional MRI. Brain 122:981–991

    Article  PubMed  Google Scholar 

  • Kringelbach ML, Rolls ET (2004) The functional neuroanatomy of the human orbitofrontal cortex: evidence from neuroimaging and neuropsychology. Prog Neurobiol 72:341–372

    Article  Google Scholar 

  • Lang PJ, Bradley MM, Cuthbert BN (1995) International affective picture system (IAPS). National Institute of Mental Health Center for the Study of Emotion and Attention, Bethesda

    Google Scholar 

  • Lazarus RS, Folkman S (1984) Stress, appraisal, and coping. Springer, New York

    Google Scholar 

  • Lesch KP, Bengel D, Heils A, Sabol SZ, Greenberg BD, Petri S, Benjamin J, Müller CR, Hamer DH, Murphy DL (1996) Association of anxiety-related traits with a polymorphism in the serotonin transporter gene regulatory region. Science 274:1527–1531

    Article  CAS  PubMed  Google Scholar 

  • Lötsch J, Stuck B, Hummel T (2006) The human l-opioid receptor gene polymorphism 118A  >  G decreases cortical activation in response to specific nociceptive stimulation. Behav Neurosci 120:1218–1224

    Article  PubMed  Google Scholar 

  • Maier SF, Watkins LR (2005) Stressor controllability and learned helplessness: the roles of the dorsal raphe nucleus, serotonin, and corticotropin-releasing factor. Neurosci Biobehav Rev 29:829–841

    Article  CAS  PubMed  Google Scholar 

  • Marsland AL, Cohen S, Rabin BS, Manuck SB (2006) Trait positive affect and antibody response to hepatitis B vaccination. Brain Behav Immun 20:261–269

    Article  CAS  PubMed  Google Scholar 

  • Matsunaga M, Isowa T, Kimura K, Miyakoshi M, Kanayama N, Murakami H, Sato S, Konagaya T, Nogimori T, Fukuyama S, Shinoda J, Yamada J, Ohira H (2008) Associations among central nervous, endocrine, and immune activities when positive emotions are elicited by looking at a favorite person. Brain Behav Immun 22:408–417

    Article  CAS  PubMed  Google Scholar 

  • Matsunaga M, Isowa T, Murakami H, Kasugai K, Yoneda M, Kaneko H, Ohira H (2009) Association of polymorphism in the human mu-opioid receptor OPRM1 gene with proinflammatory cytokine levels and health perception. Brain Behav Immun 23:931–935

    Article  CAS  PubMed  Google Scholar 

  • Matsunaga M, Murakami H, Yamakawa K, Isowa T, Kasugai K, Yoneda M, Kaneko H, Fukuyama S, Shinoda J, Yamada J, Ohira H (2010) Genetic variations in the serotonin transporter gene-linked polymorphic region influence attraction for a favorite person and the associated interactions between the central nervous and immune systems. Neurosci Lett 468:211–215

    Article  CAS  PubMed  Google Scholar 

  • McCaffery JM, Bleil M, Pogue-Geile MF, Ferrell RE, Manuck SB (2003) Allelic variation in the serotonin transporter gene-linked polymorphic region (5-HTTLPR) and cardiovascular reactivity in young adult male and female twins of European–American descent. Psychosom Med 65:721–728

    Article  PubMed  Google Scholar 

  • McEwen BS (1998) Stress, adaptation, and disease: allostasis and allostatic load. Ann N Y Acad Sci 840:33–44

    Article  CAS  PubMed  Google Scholar 

  • McKenna F, McLaughlin PJ, Lewis BJ, Sibbring GC, Cummerson JA, Bowen-Jones D, Moots RJ (2002) Dopamine receptor expression on human T- and B-lymphocytes, monocytes, neutrophils, eosinophils and NK cells: a flow cytometric study. J Neuroimmunol 132:34–40

    Article  CAS  PubMed  Google Scholar 

  • Mills PJ, Berry CC, Dimsdale JE, Ziegler MG, Nelesen RA, Kennedy BP (1995) Lymphocyte subset redistribution in response to acute experimental stress: effects of gender, ethnicity, hypertension, and the sympathetic nervous system. Brain Behav Immun 9:61–69

    Article  CAS  PubMed  Google Scholar 

  • Mizuno T, Aoki M, Shimada Y, Inoue M, Nakaya K, Takahashi T, Itoyama Y, Kanazawa M, Utsumi A, Endo Y, Nomura T, Hiratsuka M, Mizugaki M, Goto J, Hongo M, Fukudo S (2006) Gender difference in association between polymorphism of serotonin transporter gene regulatory region and anxiety. J Psychosom Res 60:91–97

    Article  PubMed  Google Scholar 

  • Morris JS, Öhman A, Dolan RJ (1998) Conscious and unconscious emotional learning in the human amygdala. Nature 393:467–470

    Article  CAS  PubMed  Google Scholar 

  • Morris JS, Öhman A, Dolan RJ (1999) A subcortical pathway to the right amygdala mediating “unseen” fear. Proc Natl Acad Sci USA 96:1680–1685

    Article  CAS  PubMed  Google Scholar 

  • Murphy ST, Zajonc RB (1993) Affect, cognition, and awareness: affective priming with optimal and suboptimal stimulus exposures. J Pers Soc Psychol 64:723–739

    Article  CAS  PubMed  Google Scholar 

  • Murray EA (2007) The amygdala, reward and emotion. Trends Cogn Sci 11:489–497

    Article  PubMed  Google Scholar 

  • Nomura M, Ohira H, Haneda K, Iidaka T, Sadato N, Okada T, Yonekura Y (2004) Functional association of the amygdala and ventral prefrontal cortex during cognitive evaluation of facial expressions primed by masked angry faces: an event-related fMRI study. Neuroimage 21:352–363

    Article  PubMed  Google Scholar 

  • Ohira H, Nomura M, Ichikawa N, Isowa T, Iidaka T, Sato A, Fukuyama S, Nakajima T, Yamada J (2006) Association of neural and physiological responses during voluntary emotion suppression. Neuroimage 29:721–733

    Article  PubMed  Google Scholar 

  • Ohira H, Isowa T, Nomura M, Ichikawa N, Kimura K, Miyakoshi M, Iidaka T, Fukuyama S, Nakajima T, Yamada J (2008) Imaging brain and immune association accompanying cognitive appraisal of an acute stressor. Neuroimage 39:500–514

    Article  PubMed  Google Scholar 

  • Ohira H, Fukuyama S, Kimura K, Nomura M, Isowa T, Ichikawa N, Matsunaga M, Shinoda J, Yamada J (2009a) Regulation of natural killer cell redistribution by prefrontal cortex during stochastic learning. Neuroimage 47:897–907

    Article  PubMed  Google Scholar 

  • Ohira H, Matsunaga M, Isowa T, Nomura M, Ichikawa N, Kimura K, Kanayama N, Murakami H, Osumi T, Konagaya T, Nogimori T, Fukuyama S, Shinoda J, Yamada J (2009b) Polymorphism of the serotonin transporter gene modulates brain and physiological responses to acute stress in Japanese men. Stress 12:533–543

    Google Scholar 

  • Peters ML, Godaert GL, Ballieux RE, Brosschot JF, Sweep FC, Swinkels LM, van Vliet M, Heijnen CJ (1999) Immune responses to experimental stress: effects of mental effort and uncontrollability. Psychosom Med 61:513–524

    CAS  PubMed  Google Scholar 

  • Peters ML, Godaert GL, Ballieux RE, Heijnen CJ (2003) Moderation of physiological stress responses by personality traits and daily hassles: less flexibility of immune system responses. Biol Psychol 65:21–48

    Article  PubMed  Google Scholar 

  • Pezawas L, Meyer-Lindenberg A, Drabant EM, Verchinski BA, Munoz KE, Kolachana BS, Egan MF, Mattay VS, Hariri AR, Weinberger DR (2005) 5-HTTLPR polymorphism impacts human cingulate–amygdala interactions: a genetic susceptibility mechanism for depression. Nat Neurosci 8:828–834

    Article  CAS  PubMed  Google Scholar 

  • Planalp S, Fitness J, Fehr B (2006) Emotion in theories of close relationships. In: Vangelisti A, Perlman D (eds) The Cambridge handbook of personal relationships. Cambridge University Press, Cambridge, pp 369–384

    Chapter  Google Scholar 

  • Price JL (1999) Prefrontal cortical networks related to visceral function and mood. Ann N Y Acad Sci 877:383–396

    Article  CAS  PubMed  Google Scholar 

  • Price JL (2003) Comparative aspects of amygdala connectivity. Ann N Y Acad Sci 985:50–58

    Article  PubMed  Google Scholar 

  • Ramamoorthy S, Bauman AL, Moore KR, Han H, Yang-Feng T, Chang AS, Ganapathy V, Blakely RD (1993) Antidepressant- and cocaine-sensitive human serotonin transporter: molecular cloning, expression, and chromosomal localization. Proc Natl Acad Sci USA 90:2542–2546

    Article  CAS  PubMed  Google Scholar 

  • Ray LA, Hutchison KE (2004) A polymorphism of the l-opioid receptor gene (OPRM1) and sensitivity to the effects of alcohol in humans. Alcohol Clin Exp Res 28:1789–1795

    Article  CAS  PubMed  Google Scholar 

  • Stefano GB, Esch T (2005) Love and stress. Neuroendocrinol Lett 26:173–174

    PubMed  Google Scholar 

  • Straub RH, Herrmann M, Berkmiller G, Frauenholz T, Lang B, Schölmerich J, Falk W (1997) Neuronal regulation of interleukin 6 secretion in murine spleen: adrenergic and opioidergic control. J Neurochem 68:1633–1639

    Article  CAS  PubMed  Google Scholar 

  • Tjurmina OA, Armando I, Saavedra JM, Goldstein DS, Murphy DL (2002) Exaggerated adrenomedullary response to immobilization in mice with targeted disruption of the serotonin transporter gene. Endocrinology 143:4520–4526

    Article  CAS  PubMed  Google Scholar 

  • Whalen PJ, Phelps EA (2009) The human amygdala. Guilford Press, New York

    Google Scholar 

  • Whalen PJ, Rauch SL, Etoff NL, McInerney SC, Lee MB, Jenike MA (1998) Masked presentations of emotional facial expressions modulate amygdala activity without explicit knowledge. J Neurosci 18:411–418

    CAS  PubMed  Google Scholar 

  • Williams RB, Marchuk DA, Gadde KM, Barefoot JC, Grichnik K, Helms MJ, Kuhn CM, Lewis JG, Schanberg SM, Stafford-Smith M, Suarez EC, Clary GL, Svenson IK, Siegler IC (2001) Central nervous system serotonin function and cardiovascular responses to stress. Psychosom Med 63:300–305

    CAS  PubMed  Google Scholar 

  • Won SJ, Chuang YC, Huang WT, Liu HS, Lin MT (1995) Suppression of natural killer cell activity in mouse spleen lymphocytes by several dopamine receptor antagonists. Experientia 51:343–348

    Article  CAS  PubMed  Google Scholar 

Download references

Acknowledgments

The author sincerely thanks the following collaborators for their excellent contributions to the studies contained in this chapter: Dr. Tetsuya Iidaka (Nagoya University), Dr. Michio Nomura (Kyoto University), Dr. Masahiro Matsunaga (Fujita Health University), Dr. Tokiko Isowa (Mie University), Dr. Kenta Kimura (Nagoya University), Ms. Naho Ichikawa (University of Pittsburgh), Mr. Makoto Miyakoshi (National Center for Geriatrics and Gerontology), Dr. Noriaki Kanayama (The University of Tokyo), Mr. Hiroki Murakami (National Center of Neurology and Psychiatry), and Mr. Takahiro Osumi (Nagoya University).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Hideki Ohira .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2011 Springer

About this chapter

Cite this chapter

Ohira, H. (2011). Functional Association Between the Brain and Physiological Responses Accompanying Negative and Positive Emotions and Its Regulation by Genetic Factors. In: Inoue-Murayama, M., Kawamura, S., Weiss, A. (eds) From Genes to Animal Behavior. Primatology Monographs. Springer, Tokyo. https://doi.org/10.1007/978-4-431-53892-9_18

Download citation

Publish with us

Policies and ethics