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The NLPPPC workshop

"Nonlinear Parameter Parley and Pub Crawl" journey: from London to Seoul, where next?

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The third Nonlinear Parameter Parley and Pub Crawl (NLPPPC 3.0) was held on May 30, 2025, at the Biomedical Research Institute of Seoul National University Hospital in South Korea. Organized by Dr. Su Jin Kim, Prof. Evan Morris and Dr. Gaelle Emvalomenos, the hybrid-format workshop brought together 18 participants from eight universities across four continents. Funding was awarded by the ISCBFM Society as a Satellite Meeting of the Brain/BrainPET Conference that took place a few days later, NLPPPC 3.0 continued the series’ tradition of extending the reach of PET kinetic modeling methodological innovations and fostering collaborations.

The main topic of the workshop was the flagship theme of time-varying kinetic modeling (Normandin et al. (2012), Morris et al. (2024), Fan et al. (2021)) that enables the quantification of transient neurotransmitter fluctuations created by different stimuli that occur during the PET scan, for instance live dopamine release in response to cigarette smoking while in the scanner (Cosgrove et al. (2014), Kim et al. (2014), Zakiniaeiz et al. (2022)). Further, the workshop included, for the first time, another kinetic modelling challenge: voxel-wise spatial drug occupancy analysis using Lassen Plot methods (de Laat et al. (2021, 2022), Ibrahimy et al. (2025)). The event featured several speakers, including some from Yale, the organizing team, Alaaddin Ibrahimy, PhD candidate, and Dr. Maeva Daynault.

The event also featured a visit, hosted by Prof. Jae Sung Lee (Co-Founder and CEO of Brightonix Imaging), of the PET PHAROS scanner, which offers the possibility of imaging subjects in a seated position, an added value for many applications, such as smoking in the scanner. This was complemented by a cultural immersion, including a tour of the historical Changyeonggung Palace and experiences at local Korean restaurants and cafés, providing additional opportunities for networking and informal discussions among participants.

The NLPPPC traces its origins to an impromptu breakfast meeting at London’s train station during the NRM conference in 2018 (UK) and has since evolved into an international community. This collaborative spirit is reflected by a review article published in the Journal of Nuclear Medicine in December 2024 (Morris et al. (2024)), which chronicles the history of time-varying models. Authored by Prof. Evan Morris, Dr. Gaelle Emvalomenos, Dr. Jocelyn Hoye, and Prof. Steven Meikle, the paper reflects extensive joint efforts between Yale University and the University of Sydney, institutions that have also co-hosted previous NLPPPC workshops. The Seoul edition of the workshop further reinforced this mission by promoting open discussions and advancing methodological development, with plans underway to share analysis tools through imminent publications and preparing for the NLPPPC 4.0 close to the NRM 2026 conference in Uppsala, Sweden.

References

Normandin, M. D., W. K. Schiffer and E. D. Morris (2012). "A linear model for estimation of neurotransmitter response profiles from dynamic PET data." Neuroimage 59(3): 2689-2699.

Morris ED, Emvalomenos GM, Hoye J, Meikle SR. Modeling PET Data Acquired During Non steady Conditions: What If Brain Conditions Change During the Scan? J Nucl Med. 2024 Dec 3;65(12):1824-1837.

Fan, Y., G. Emvalomenos, C. Grazian and S. R. Meikle (2021). "PET-ABC: fully Bayesian likelihood-free inference for kinetic models." Phys Med Biol 66(11).

Cosgrove, K. P., S. Wang, S. J. Kim, E. McGovern, N. Nabulsi, H. Gao, D. Labaree, H. D. Tagare, J. M. Sullivan and E. D. Morris (2014). "Sex differences in the brain's dopamine signature of cigarette smoking." J Neurosci 34(50): 16851-16855.

Kim S.J., Sullivan J.M., Wang S., Cosgrove K.P. and Morris E.D. Voxelwise lp-ntPET for detecting localized, transient dopamine release of unknown timing: sensitivity analysis and application to cigarette smoking in the PET scanner. Hum Brain Mapp. 2014 Sep;35(9):4876-91.

Zakiniaeiz, Y., H. Liu, H. Gao, S. Najafzadeh, J. Ropchan, N. Nabulsi, Y. Huang, D. Matuskey, M. K. Chen, K. P. Cosgrove and E. D. Morris (2022). "Nicotine Patch Alters Patterns of Cigarette Smoking-Induced Dopamine Release: Patterns Relate to Biomarkers Associated With Treatment Response." Nicotine Tob Res 24(10): 1597-1606.

de Laat B. and Morris E.D. A local-neighborhood Lassen plot filter for creating occupancy and non-displaceable binding images. J Cereb Blood Flow Metab. 2021 Jun;41(6):1379-1389.

de Laat B., Hoye J., Liu H. and Morris E.D. EC50 images, a novel endpoint from PET target occupancy studies, reveal spatial variation in apparent drug affinity. Eur J Nucl Med Mol Imaging. 2022 Mar;49(4):1232-1241.

Ibrahimy A., Kim S.J., Schmidt M.E., Slifstein M., Mannaert E., Andrews R.D., Matthews D.C., Constantinescu C.C., Searle G.E., Gunn R.N., Rabiner E.A., Morris E.D. EC50 images reveal reproducible spatial variation in drug affinity across single- and repeat-dose occupancy studies. J Cereb Blood Flow Metab. 2025 Jun25:271678X251353140.

Above: Photo collage of the NLPPPC 3.0 workshop in Seoul

NLPPPC 3.0 attendees (A); with Professor Lee (CEO, Brightonix Imaging) at Seoul National University Hospital (B); complimentary USB drives featuring the NLPPPC logo and the word “dopamine” in Korean (C); visit to Changyeonggung Palace (D); workshop venue at Seoul National University Hospital (E); and dinner near the hospital featuring traditional Korean cuisine (F).

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