Log in

Functional Connectivity of Nucleus Accumbens Is Associated with Lifelong Premature Ejaculation in Male Adults

A Resting-state fMRI Study

  • Original Article
  • Published:
Clinical Neuroradiology Aims and scope Submit manuscript

Abstract

Purpose

Ejaculation represents a crucial component of sexual behavior in men, which is involved in reward functions of certain brain areas including the nucleus accumbens (NAcc). Lifelong premature ejaculation (PE) is one of the most prevalent sexual dysfunctions in men. It is suggested to be related to abnormal brain function. This study aimed to explore changes of the functional connectivity patterns of NAcc and possible correlations of the neuroimaging abnormalities with clinical features in lifelong PE patients.

Methods

The sample consisted with 42 lifelong PE patients and 30 healthy controls. All participants underwent functional magnetic resonance imaging scans and clinical symptoms. The functional connectivity (FC) approach was applied to investigate differences of NAcc-seed intrinsic connectivity between two groups and correlation analysis was used to access possible relationships between the imaging findings and clinical features, such as premature ejaculation diagnostic tool (PEDT) or intravaginal ejaculatory latency time (IELT).

Results

Results showed that lifelong PE patients had decreased FC between the NAcc and thalamus, superior temporal pole, superior temporal cortex (STC), inferior frontal gyrus (IFG), orbitofrontal cortex, caudate and putamen. A significantly negative correlation between the PEDT score and NAcc-STC connectivity (r = −0.46) was found in lifelong PE patients, while IELT score positively correlated with the NAcc-IFG connectivity (r = 0.48) and NAcc-thalamus connectivity (r = 0.46).

Conclusion

The findings may facilitate a more sophisticated understanding of neural mechanisms of lifelong PE, particularly associated with the NAcc-related intrinsic connectivity during the resting state.

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

Access this article

Subscribe and save

Springer+ Basic
EUR 32.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or Ebook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2

Similar content being viewed by others

References

  1. Stoléru S, Fonteille V, Cornélis C, Joyal C, Moulier V. Functional neuroimaging studies of sexual arousal and orgasm in healthy men and women: a review and meta-analysis. Neurosci Biobehav Rev. 2012;36:1481–509.

    Article  PubMed  Google Scholar 

  2. Holstege G, Georgiadis JR, Paans AMJ, Meiners LC, van der Graaf FHCE, Reinders AATS. Brain activation during human male ejaculation. J Neurosci. 2003;23:9185–93.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  3. Atalay HA, Sonkaya AR, Ozbir S, Culha MG, Degirmentepe B, Bayraktarli R, Canat L. Are There Differences in Brain Morphology in Patients with Lifelong Premature Ejaculation? J Sex Med. 2019;16:992–8.

    Article  PubMed  Google Scholar 

  4. Becker JB, Rudick CN, Jenkins WJ. The role of dopamine in the nucleus accumbens and striatum during sexual behavior in the female rat. J Neurosci. 2001;21:3236–41.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  5. Beloate LN, Omrani A, Adan RA, Webb IC, Coolen LM. Ventral Tegmental Area Dopamine Cell Activation during Male Rat Sexual Behavior Regulates Neuroplasticity and d-Amphetamine Cross-Sensitization following Sex Abstinence. J Neurosci. 2016;36:9949–61.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  6. Cauda F, Cavanna AE, D’agata F, Sacco K, Duca S, Geminiani GC. Functional connectivity and coactivation of the nucleus accumbens: a combined functional connectivity and structure-based meta-analysis. J Cogn Neurosci. 2011;23:2864–77.

    Article  PubMed  Google Scholar 

  7. Groenewegen HJ, Wright CI, Beijer AV, Voorn P. Convergence and segregation of ventral striatal inputs and outputs. Ann N Y Acad Sci. 1999;877:49–63.

    Article  CAS  Google Scholar 

  8. Carlezon WA Jr, Thomas MJ. Biological substrates of reward and aversion: a nucleus accumbens activity hypothesis. Neuropharmacology. 2009;56 Suppl 1(Suppl 1):122–32.

    Article  CAS  PubMed  Google Scholar 

  9. Santtila P, Jern P, Westberg L, Walum H, Pedersen CT, Eriksson E, Kenneth Sandnabba N. The dopamine transporter gene (DAT1) polymorphism is associated with premature ejaculation. J Sex Med. 2010;7:1538–46.

    Article  CAS  PubMed  Google Scholar 

  10. Safarinejad MR. Relationship between premature ejaculation and genetic polymorphisms of the dopamine transporter gene (SLC6A3). BJU Int. 2011;108:292–6.

    Article  CAS  PubMed  Google Scholar 

  11. Costumero V, Barrós-Loscertales A, Bustamante JC, Ventura-Campos N, Fuentes P, Rosell-Negre P, Ávila C. Reward sensitivity is associated with brain activity during erotic stimulus processing. PLoS One. 2013;8:e66940.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  12. Martin C, Nolen H, Podolnick J, Wang R. Current and emerging therapies in premature ejaculation: Where we are coming from, where we are going. Int J Urol. 2017;24:40–50.

    Article  PubMed  Google Scholar 

  13. McMahon CG, Althof S, Waldinger MD, Porst H, Dean J, Sharlip I, Adaikan PG, Becher E, Broderick GA, Buvat J, Dabees K, Giraldi A, Giuliano F, Hellstrom WJ, Incrocci L, Laan E, Meuleman E, Perelman MA, Rosen R, Rowland D, Segraves R; International Society for Sexual Medicine Ad Hoc Committee for Definition of Premature Ejaculation. An evidence-based definition of lifelong premature ejaculation: report of the International Society for Sexual Medicine Ad Hoc Committee for the Definition of Premature Ejaculation. BJU Int. 2008;102:338–50.

    Article  PubMed  Google Scholar 

  14. Althof SE, Abdo CH, Dean J, Hackett G, McCabe M, McMahon CG, Rosen RC, Sadovsky R, Waldinger M, Becher E, Broderick GA, Buvat J, Goldstein I, El-Meliegy AI, Giuliano F, Hellstrom WJ, Incrocci L, Jannini EA, Park K, Parish S, Porst H, Rowland D, Segraves R, Sharlip I, Simonelli C, Tan HM; International Society for Sexual Medicine. International Society for Sexual Medicine’s guidelines for the diagnosis and treatment of premature ejaculation. J Sex Med. 2010;7:2947–69.

    Article  PubMed  Google Scholar 

  15. Xu Z, Yang X, Gao M, Liu L, Sun J, Liu P, Qin W. Abnormal Resting-State Functional Connectivity in the Whole Brain in Lifelong Premature Ejaculation Patients Based on Machine Learning Approach. Front Neurosci. 2019;13:448.

    Article  PubMed  PubMed Central  Google Scholar 

  16. Lu J, Zhang X, Wang H, Qing Z, Han P, Li M, **a J, Chen F, Yang B, Zhu B, Dai Y, Zhang B. Short- and long-range synergism disorders in lifelong premature ejaculation evaluated using the functional connectivity density and network property. Neuroimage Clin. 2018;19:607–15.

    Article  PubMed  PubMed Central  Google Scholar 

  17. Guo F, ** YB, Gao M, Liu L, Fei NB, Qin W, Li C, Cui LB, Yan F, Yu L, Yuan JL, Yin H. Alterations in cortical thickness in nonmedicated premature ejaculation patients: A morphometric MRI study. J Magn Reson Imaging. 2018;47:656–62.

    Article  PubMed  Google Scholar 

  18. Joshua M, Adler A, Mitelman R, Vaadia E, Bergman H. Midbrain dopaminergic neurons and striatal cholinergic interneurons encode the difference between reward and aversive events at different epochs of probabilistic classical conditioning trials. J Neurosci. 2008;28:11673–84.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  19. Schultz W. Reward functions of the basal ganglia. J Neural Transm (Vienna). 2016;123:679–93. Erratum in: J Neural Transm (Vienna). 2017;124:1159.

    Article  PubMed  Google Scholar 

  20. Huang YP, Chen B, ** P, Wang HX, Hu K, Zhang T, Yang H, ** Y, Yang Q, Huang YR. The premature ejaculation diagnostic tool (PEDT): linguistic validity of the Chinese version. J Sex Med. 2014;11:2232–8.

    Article  PubMed  Google Scholar 

  21. Rosen RC, Cappelleri JC, Smith MD, Lipsky J, Peña BM. Development and evaluation of an abridged, 5-item version of the International Index of Erectile Function (IIEF-5) as a diagnostic tool for erectile dysfunction. Int J Impot Res. 1999;11:319–26.

    Article  CAS  PubMed  Google Scholar 

  22. Yan CG, Wang XD, Zuo XN, Zang YF. DPABI: Data Processing & Analysis for (Resting-State) Brain Imaging. Neuroinformatics. 2016;14:339–51.

    Article  Google Scholar 

  23. Calhoun VD, Wager TD, Krishnan A, Rosch KS, Seymour KE, Nebel MB, Mostofsky SH, Nyalakanai P, Kiehl K. The impact of T1 versus EPI spatial normalization templates for fMRI data analyses. Hum Brain Mapp. 2017;38:5331–42.

    Article  PubMed  PubMed Central  Google Scholar 

  24. Rolland B, Amad A, Poulet E, Bordet R, Vignaud A, Bation R, Delmaire C, Thomas P, Cottencin O, Jardri R. Resting-state functional connectivity of the nucleus accumbens in auditory and visual hallucinations in schizophrenia. Schizophr Bull. 2015;41:291–9.

    Article  PubMed  Google Scholar 

  25. Lucas-Neto L, Reimão S, Oliveira E, Rainha-Campos A, Sousa J, Nunes RG, Gonçalves-Ferreira A, Campos JG. Advanced MR Imaging of the Human Nucleus Accumbens--Additional Guiding Tool for Deep Brain Stimulation. Neuromodulation. 2015;18:341–8.

    Article  PubMed  Google Scholar 

  26. Russo SJ, Nestler EJ. The brain reward circuitry in mood disorders. Nat Rev Neurosci. 2013;14:609–25. Erratum in: Nat Rev Neurosci. 2013;14:736.

    Article  CAS  PubMed  Google Scholar 

  27. Di Giovanni G, Esposito E, Di Matteo V. Role of serotonin in central dopamine dysfunction. CNS Neurosci Ther. 2010;16:179–94.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  28. Jannini EA, Ciocca G, Limoncin E, Mollaioli D, Di Sante S, Gianfrilli D, Lombardo F, Lenzi A. Premature ejaculation: old story, new insights. Fertil Steril. 2015;104:1061–73.

    Article  PubMed  Google Scholar 

  29. Howell LL, Cunningham KA. Serotonin 5-HT2 receptor interactions with dopamine function: implications for therapeutics in cocaine use disorder. Pharmacol Rev. 2015;67:176–97.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  30. Ferretti A, Caulo M, Del Gratta C, Di Matteo R, Merla A, Montorsi F, Pizzella V, Pompa P, Rigatti P, Rossini PM, Salonia A, Tartaro A, Romani GL. Dynamics of male sexual arousal: distinct components of brain activation revealed by fMRI. Neuroimage. 2005;26:1086–96.

    Article  PubMed  Google Scholar 

  31. Moulier V, Mouras H, Pélégrini-Issac M, Glutron D, Rouxel R, Grandjean B, Bittoun J, Stoléru S. Neuroanatomical correlates of penile erection evoked by photographic stimuli in human males. Neuroimage. 2006;33:689–99.

    Article  CAS  PubMed  Google Scholar 

  32. Metzger CD, Eckert U, Steiner J, Sartorius A, Buchmann JE, Stadler J, Tempelmann C, Speck O, Bogerts B, Abler B, Walter M. High field FMRI reveals thalamocortical integration of segregated cognitive and emotional processing in mediodorsal and intralaminar thalamic nuclei. Front Neuroanat. 2010;4:138.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  33. Walter M, Bermpohl F, Mouras H, Schiltz K, Tempelmann C, Rotte M, Heinze HJ, Bogerts B, Northoff G. Distinguishing specific sexual and general emotional effects in fMRI-subcortical and cortical arousal during erotic picture viewing. Neuroimage. 2008;40:1482–94.

    Article  PubMed  Google Scholar 

  34. Zhang T, Tang D, Cai H, Zhang B, Yang Y, Zhang C, Zhao W, Zhu J, Zhang X, Yu Y. Selective Functional Hyperconnectivity in the Middle Temporal Gyrus Subregions in Lifelong Premature Ejaculation. J Sex Med. 2020;17:1457–66.

    Article  PubMed  Google Scholar 

  35. Holstege G, Huynh HK. Brain circuits for mating behavior in cats and brain activations and de-activations during sexual stimulation and ejaculation and orgasm in humans. Horm Behav. 2011;59:702–7.

    Article  PubMed  Google Scholar 

  36. Redouté J, Stoléru S, Grégoire MC, Costes N, Cinotti L, Lavenne F, Le Bars D, Forest MG, Pujol JF. Brain processing of visual sexual stimuli in human males. Hum Brain Mapp. 2000;11:162–77.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  37. Braun CM, Dumont M, Duval J, Hamel I, Godbout L. Opposed left and right brain hemisphere contributions to sexual drive: a multiple lesion case analysis. Behav Neurol. 2003;14:55–61.

    Article  PubMed  PubMed Central  Google Scholar 

  38. Poeppl TB, Langguth B, Laird AR, Eickhoff SB. The functional neuroanatomy of male psychosexual and physiosexual arousal: a quantitative meta-analysis. Hum Brain Mapp. 2014;35:1404–21.

    Article  PubMed  Google Scholar 

  39. Gao M, Feng N, Wu J, Sun J, Zhang L, Guo X, Yuan J, Guo J, Liu P. Altered Functional Connectivity of Hypothalamus in Lifelong Premature Ejaculation Patients. J Magn Reson Imaging. 2020;52:778–84.

    Article  PubMed  Google Scholar 

  40. O’Doherty JP. Lights, camembert, action! The role of human orbitofrontal cortex in encoding stimuli, rewards, and choices. Ann N Y Acad Sci. 2007;1121:254–72.

    Article  Google Scholar 

  41. Gao M, Feng N, Liu X, Sun J, Hou G, Zhang L, Yin H, Guo B, Wu J, Huang M, Yuan J, Guo J, Liu P. Abnormal degree centrality in lifelong premature ejaculation patients: an fMRI study. Brain Imaging Behav. 2021;15:1412–9.

    Article  PubMed  Google Scholar 

  42. Gao M, Feng N, Guo B, Wu J, Sun J, Zhang L, Zeng X, Guo J, Yuan J, Liu P. Striatum-related Intrinsic Connectivity Deficits in Lifelong Premature Ejaculation Patients. Urology. 2020;143:159–64.

    Article  PubMed  Google Scholar 

  43. Lu J, Yuan L, ** J, Yang S, Zhang W, Li M, Zhang X, Wang J, Wu S, Chen Q, Qing Z, Dai Y, Zhang B, Wang Z. Brain Cortical Complexity and Subcortical Morphometrics in Lifelong Premature Ejaculation. Front Hum Neurosci. 2020;14:283.

    Article  PubMed  PubMed Central  Google Scholar 

  44. Yang X, Gao M, Zhang L, Liu L, Liu P, Sun J, ** Y, Yin H, Qin W. Central Neural Correlates During Inhibitory Control in Lifelong Premature Ejaculation Patients. Front Hum Neurosci. 2018;12:206.

    Article  PubMed  PubMed Central  Google Scholar 

  45. Geng B, Gao M, Wu J, Yang G, Liu C, Piao R, Zhang S, Xu K, Yuan J, Liu P. Smaller volume and altered functional connectivity of the amygdala in patients with lifelong premature ejaculation. Eur Radiol. 2021; https://doi.org/10.1007/s00330-021-08002-9. Epub ahead of print.

    Article  PubMed  Google Scholar 

  46. Berendse HW, Galis-de Graaf Y, Groenewegen HJ. Topographical organization and relationship with ventral striatal compartments of prefrontal corticostriatal projections in the rat. J Comp Neurol. 1992;316:314–47.

    Article  CAS  PubMed  Google Scholar 

  47. Voorn P, Vanderschuren LJ, Groenewegen HJ, Robbins TW, Pennartz CM. Putting a spin on the dorsal-ventral divide of the striatum. Trends Neurosci. 2004;27:468–74.

    Article  CAS  PubMed  Google Scholar 

  48. Economidou D, Theobald DE, Robbins TW, Everitt BJ, Dalley JW. Norepinephrine and dopamine modulate impulsivity on the five-choice serial reaction time task through opponent actions in the shell and core sub-regions of the nucleus accumbens. Neuropsychopharmacology. 2012;37:2057–66.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  49. Molochnikov I, Cohen D. Hemispheric differences in the mesostriatal dopaminergic system. Front Syst Neurosci. 2014;8:110.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  50. Wong JE, Cao J, Dorris DM, Meitzen J. Genetic sex and the volumes of the caudate-putamen, nucleus accumbens core and shell: original data and a review. Brain Struct Funct. 2016;221:4257–67.

    Article  PubMed  Google Scholar 

Download references

Acknowledgements

We thank the Assisted Reproduction Center, Northwest Women and Children Hospital Affiliated to **’an JiaoTong University for behavioral and neuroimaging data acquisition.

Funding

This study was financially supported by the National Natural Science Foundation of China (Nos. 81771918, 62001370, 61971425), Shaanxi National Science Foundation (No.2020JM-197), China Postdoctoral Science Foundation Grant (No. 2019M650985), Development Funds of Shaanxi Science and Technology Agency of China (No. 2018SF/091). The funding sources had no further role in study design, in the collection, analysis and interpretation of data, in the writing of the report, and in the decision to submit the paper for publication.

Author information

Authors and Affiliations

Authors

Contributions

M. Gao collected data; B. Geng, J. Wu analyzed data; B. Geng and P. Liu interpreted the results; C. Liu, R. Piao, G. Yang and X. Zeng provided valuable input regarding interpretation of the data; B. Geng, M. Gao, P. Liu drafted and revised the manuscript. All authors critically reviewed content and approved the final version for publication.

Corresponding author

Correspondence to Peng Liu.

Ethics declarations

Conflict of interest

B. Geng, M. Gao, J. Wu, C. Liu, R. Piao, G. Yang, X. Zeng and P. Liu declare that they have no competing interests.

Ethical standards

All procedures performed in studies involving human participants or on human tissue were in accordance with the ethical standards of the institutional and/or national research committee and with the 1975 Helsinki declaration and its later amendments or comparable ethical standards. Informed consent was obtained from all individual participants included in the study.

Additional information

Consent for Publication

All authors declare that the submitted work has not been published before (neither in English nor in any other language) and that the work is not under consideration for publication elsewhere.

Supplementary Information

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Geng, B., Gao, M., Wu, J. et al. Functional Connectivity of Nucleus Accumbens Is Associated with Lifelong Premature Ejaculation in Male Adults. Clin Neuroradiol 32, 655–663 (2022). https://doi.org/10.1007/s00062-021-01105-2

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00062-021-01105-2

Keywords

Navigation