Igor Pshenichnov a,bicc.ub.edu/congress/ESP-RUS2011/Talks... · Our research tool: Monte Carlo for...
Transcript of Igor Pshenichnov a,bicc.ub.edu/congress/ESP-RUS2011/Talks... · Our research tool: Monte Carlo for...
![Page 1: Igor Pshenichnov a,bicc.ub.edu/congress/ESP-RUS2011/Talks... · Our research tool: Monte Carlo for Heavy Ion Therapy (MCHIT) – a Geant4-based application Based on our expertise](https://reader033.fdocuments.us/reader033/viewer/2022051915/60066562b0c2b56be25025fd/html5/thumbnails/1.jpg)
Heavy-ion physics applied to cancer therapy: between basic science and
medicine
aInstitute for Nuclear Research, MoscowbFrankfurt Institute for Advanced Studies, Frankfurt am Main
c Kurchatov Institute, Moscow
Igor Pshenichnov a,b
in collaboration with Lucas Burigo b, Alexander Botvina a,b, Igor Mishustin b,c, Marcus Bleicher b
Dual Year RussiaSpain, Barcelona, 811 Nov, 2011
![Page 2: Igor Pshenichnov a,bicc.ub.edu/congress/ESP-RUS2011/Talks... · Our research tool: Monte Carlo for Heavy Ion Therapy (MCHIT) – a Geant4-based application Based on our expertise](https://reader033.fdocuments.us/reader033/viewer/2022051915/60066562b0c2b56be25025fd/html5/thumbnails/2.jpg)
I. Introduction: photons vs protons vs carbon beams for cancer therapy
![Page 3: Igor Pshenichnov a,bicc.ub.edu/congress/ESP-RUS2011/Talks... · Our research tool: Monte Carlo for Heavy Ion Therapy (MCHIT) – a Geant4-based application Based on our expertise](https://reader033.fdocuments.us/reader033/viewer/2022051915/60066562b0c2b56be25025fd/html5/thumbnails/3.jpg)
Ions can be well focused on tumor volume ...
12C beam
![Page 4: Igor Pshenichnov a,bicc.ub.edu/congress/ESP-RUS2011/Talks... · Our research tool: Monte Carlo for Heavy Ion Therapy (MCHIT) – a Geant4-based application Based on our expertise](https://reader033.fdocuments.us/reader033/viewer/2022051915/60066562b0c2b56be25025fd/html5/thumbnails/4.jpg)
... focused on tumor and sparing healthy tissues and organs at risk
12C beam
Some 7000 patients treated worldwide so far.
Note: some70 000 treatedwith protons
![Page 5: Igor Pshenichnov a,bicc.ub.edu/congress/ESP-RUS2011/Talks... · Our research tool: Monte Carlo for Heavy Ion Therapy (MCHIT) – a Geant4-based application Based on our expertise](https://reader033.fdocuments.us/reader033/viewer/2022051915/60066562b0c2b56be25025fd/html5/thumbnails/5.jpg)
The success of heavy-ion therapy is based on precise dose delivery
● 12C beams are used to treat tumors: at GSI, Germany, 440 patients treated in 1997-2008at NIRS, Chiba, Japan, 5196 patients at HIMAC in 1994-2010
● Since 2009 more than 400 patients were treated with 12C beams at HIT, a new center in Heidelberg
GSI, Darmstadt
HIMAC, Chiba
Heidelberg
Presently only proton therapy in Russia: JINR in Dubna, ITEP, INR in Moscow
![Page 6: Igor Pshenichnov a,bicc.ub.edu/congress/ESP-RUS2011/Talks... · Our research tool: Monte Carlo for Heavy Ion Therapy (MCHIT) – a Geant4-based application Based on our expertise](https://reader033.fdocuments.us/reader033/viewer/2022051915/60066562b0c2b56be25025fd/html5/thumbnails/6.jpg)
Several new heavy-ion therapy centers are under construction or commissioning:
● Proton/Ion facility in Marburg, Germany (Rhoen Klinikum AG), construction started in 2007
● North European Radiooncological Center Kiel - NRoCKat University Medical Center Schleswig-Holstein, Germany,construction started in 2008
● Still some financial problems have to be solved for both new German centers, but the technology itself seems to be quite mature
● National Centre of Oncological Hadrontherapy (СNAO), in Pavia, Italy, construction completed
● Shanghai Proton and Heavy Ion Hospital, scheduled completion in 2014
Schanghai
Marburg
![Page 7: Igor Pshenichnov a,bicc.ub.edu/congress/ESP-RUS2011/Talks... · Our research tool: Monte Carlo for Heavy Ion Therapy (MCHIT) – a Geant4-based application Based on our expertise](https://reader033.fdocuments.us/reader033/viewer/2022051915/60066562b0c2b56be25025fd/html5/thumbnails/7.jpg)
Treatment planning and dose delivery: 1970s
Example of an early computergenerated 2D treatment plan of prostate cancer. The structures have all been entered by hand from orthogonal radiographs.
T.L.Phillips, Rad. Res. 158(2002)389
Head treatment at Bevalac
![Page 8: Igor Pshenichnov a,bicc.ub.edu/congress/ESP-RUS2011/Talks... · Our research tool: Monte Carlo for Heavy Ion Therapy (MCHIT) – a Geant4-based application Based on our expertise](https://reader033.fdocuments.us/reader033/viewer/2022051915/60066562b0c2b56be25025fd/html5/thumbnails/8.jpg)
Tremendous progress in treatment planning and dose delivery: 2010s
Beam scanning, HIT in Heidelberg
● Full 3D and 4D (with accounting for organ movement during irradiation) treatment planning
● Active beam scanning technique: fast variation of beam energy and direction
● Biological dose optimizationM.Krämer, M.Durante, Eur. Phys. J. D 60(2010)195
scanned beam at HITon radiochromic film
![Page 9: Igor Pshenichnov a,bicc.ub.edu/congress/ESP-RUS2011/Talks... · Our research tool: Monte Carlo for Heavy Ion Therapy (MCHIT) – a Geant4-based application Based on our expertise](https://reader033.fdocuments.us/reader033/viewer/2022051915/60066562b0c2b56be25025fd/html5/thumbnails/9.jpg)
Each treatment planning system needs detailed information on physics and radiobiology of therapeutic beams:
M.Krämer, M.Durante, Eur. Phys. J. D 60(2010)195
● Physical beam model: physical dose Dion
, lateral beam spread,
production of secondary particles etc.
● Radiobiological model, e.g. Local Effect Model (LEM):calculates RBE = D
X-ray/D
ion, defined for a given rate of cell
survival, predicts survival rate in mixed radiation fields
● Reliable ab initio predictions of cell survival and therapeutical RBE values based on ion track physics are not yet possible. Empirical information collected in radiobiological experiments or in patient treatment is used.
![Page 10: Igor Pshenichnov a,bicc.ub.edu/congress/ESP-RUS2011/Talks... · Our research tool: Monte Carlo for Heavy Ion Therapy (MCHIT) – a Geant4-based application Based on our expertise](https://reader033.fdocuments.us/reader033/viewer/2022051915/60066562b0c2b56be25025fd/html5/thumbnails/10.jpg)
Monte Carlo modeling in particle therapy: ● Monte Carlo codes can be used:– for calculating libraries of dose-distributions at various beam
energies (dose kernels) as input to an analytical treatmentplanning system
– for verification of results of analytical treatment planningsystems with accounting for biological effects
– for calculations of out-of-field doses
● Currently the FLUKA MC code is used at HIT, Hidelberg for these purposes
● MC still remains too slow (hours) compared to analytical treatment planning systems (minutes)
● Other tools, e.g., MCNPX, SHIELD-HIT, Geant4, can be also used
![Page 11: Igor Pshenichnov a,bicc.ub.edu/congress/ESP-RUS2011/Talks... · Our research tool: Monte Carlo for Heavy Ion Therapy (MCHIT) – a Geant4-based application Based on our expertise](https://reader033.fdocuments.us/reader033/viewer/2022051915/60066562b0c2b56be25025fd/html5/thumbnails/11.jpg)
In this talk: focus on physics of therapeutic ion beams and how it can be simulated with Geant4
● Brief review of related physics phenomena
● Ab initio Monte Carlo modeling of fragmentation reactions and comparison of results with experimental data
● Importance of nuclear fragmentation (macro scale)– Beam attenuation due to fragmentation of beam nuclei– Production of secondary nuclear fragments– Production of secondary neutrons
● Microdosimetry measurements as estimations of biological quality of radiation. Monte Carlo simulations and comparison to data
![Page 12: Igor Pshenichnov a,bicc.ub.edu/congress/ESP-RUS2011/Talks... · Our research tool: Monte Carlo for Heavy Ion Therapy (MCHIT) – a Geant4-based application Based on our expertise](https://reader033.fdocuments.us/reader033/viewer/2022051915/60066562b0c2b56be25025fd/html5/thumbnails/12.jpg)
Calculations have to take into account ionization energy loss,
multiple Coulomb scattering and nuclear fragmentation reactions
Ionization energy loss: dE/dx ~ 1/β 2~1/E
MCS multiple events, small scattering angles(formulas, approximations)
Nuclear fragmentation single events, many secondary particles of various kinds produced at large angles (hardly described by a formula or by a list of channels)
(continuous slowing down: formulas, approximations or tables)
12C
12C
12C12C
12C16O
10C
15O
12C
15O
10C
![Page 13: Igor Pshenichnov a,bicc.ub.edu/congress/ESP-RUS2011/Talks... · Our research tool: Monte Carlo for Heavy Ion Therapy (MCHIT) – a Geant4-based application Based on our expertise](https://reader033.fdocuments.us/reader033/viewer/2022051915/60066562b0c2b56be25025fd/html5/thumbnails/13.jpg)
Fragmentation of 400 A MeV 12C beam
Data: E. Haettner et al., Rad. Prot. Dosim. 122 (2006)48
● Up to 70% of beam nuclei are fragmented
● Secondary fragments are created, from protons till Boron with various radiobiological properties
● A lot of work for nuclear fragmentation models!
lines MCHIT
![Page 14: Igor Pshenichnov a,bicc.ub.edu/congress/ESP-RUS2011/Talks... · Our research tool: Monte Carlo for Heavy Ion Therapy (MCHIT) – a Geant4-based application Based on our expertise](https://reader033.fdocuments.us/reader033/viewer/2022051915/60066562b0c2b56be25025fd/html5/thumbnails/14.jpg)
Our research tool: Monte Carlo for Heavy Ion Therapy (MCHIT) – a Geant4-based application
● Based on our expertise in heavyion physics (NMD, UrQMD and SMM).
● Intended for benchmarking of Geant4 models to experimental data relevant to particle therapy and to other models on the market.
● Works with simple phantoms and beamline elements, but the very same physics models can be used for Monte Carlo treatment planning by others.
MCHIT@FIAS
![Page 15: Igor Pshenichnov a,bicc.ub.edu/congress/ESP-RUS2011/Talks... · Our research tool: Monte Carlo for Heavy Ion Therapy (MCHIT) – a Geant4-based application Based on our expertise](https://reader033.fdocuments.us/reader033/viewer/2022051915/60066562b0c2b56be25025fd/html5/thumbnails/15.jpg)
Geant4-based therapy simulators
gMocren project: a DICOM image rendererand dose overlap displayhttp://geant4.kek.jp/gMocren/
ThIS : a Geant4based Therapeutic Irradiation Simulator http://www.creatis.insalyon.fr/rio/ThIS
Can be used to validate existing treatment planning systems
Indispensable for research work: doses tohealthy tissues, treatment room shielding etc.
![Page 16: Igor Pshenichnov a,bicc.ub.edu/congress/ESP-RUS2011/Talks... · Our research tool: Monte Carlo for Heavy Ion Therapy (MCHIT) – a Geant4-based application Based on our expertise](https://reader033.fdocuments.us/reader033/viewer/2022051915/60066562b0c2b56be25025fd/html5/thumbnails/16.jpg)
Geant4 is a rapidly developing toolkit for nuclear, particle, space and medical physics
Geant4 collaboration
Collaborators also from nonmember institutions,
includingBudker Inst. of Physics
IHEP ProtvinoMEPHI Moscow
Pittsburg University
*) papers based on Geant4 (ISI, 22.09.09)
*)
*)
http://geant4.cern.ch/geant4/
![Page 17: Igor Pshenichnov a,bicc.ub.edu/congress/ESP-RUS2011/Talks... · Our research tool: Monte Carlo for Heavy Ion Therapy (MCHIT) – a Geant4-based application Based on our expertise](https://reader033.fdocuments.us/reader033/viewer/2022051915/60066562b0c2b56be25025fd/html5/thumbnails/17.jpg)
II. Artist's view of a nucleus-nucleus collision
Fast stage 1023 – 1022 s
Spectator A*
Spectator B*
A
B
knockout nucleons
It is recommended to use LightIon BinaryCascade and QMD to simulate fast stage in MCHIT.
Statisticaldecay
![Page 18: Igor Pshenichnov a,bicc.ub.edu/congress/ESP-RUS2011/Talks... · Our research tool: Monte Carlo for Heavy Ion Therapy (MCHIT) – a Geant4-based application Based on our expertise](https://reader033.fdocuments.us/reader033/viewer/2022051915/60066562b0c2b56be25025fd/html5/thumbnails/18.jpg)
Nucleus-nucleus collision models of Geant4 for ion therapy
Ion Binary Cascade model considers nucleus-nucleus collisions as a set of individual nucleon-nucleon collisions in the participant zone.
− Estimates the excitation energy of residual nuclei as the sum of energies for holes (knocked-out nucleons) and particles (trapped nucleons).
− Pauli-blocking is applied to NN collisions leading to occupied levels
− Local density approximation and scalar potentials for nucleons− It is not intended for use when one of the nuclei is much larger
then carbon nucleus−
In G4QMD model each nucleon is seen as a Gaussian wave packet.− Propagation with scattering term which take into account Pauli
principle− Self-generating potential is used in G4QMD
Both models are connected to de-excitation models of Geant4 to simulate further decays of hot (pre)fragments
![Page 19: Igor Pshenichnov a,bicc.ub.edu/congress/ESP-RUS2011/Talks... · Our research tool: Monte Carlo for Heavy Ion Therapy (MCHIT) – a Geant4-based application Based on our expertise](https://reader033.fdocuments.us/reader033/viewer/2022051915/60066562b0c2b56be25025fd/html5/thumbnails/19.jpg)
Decay of residual nuclei: sequential evaporation vs simultaneous break-up?
Evaporation 1018 1016 s
![Page 20: Igor Pshenichnov a,bicc.ub.edu/congress/ESP-RUS2011/Talks... · Our research tool: Monte Carlo for Heavy Ion Therapy (MCHIT) – a Geant4-based application Based on our expertise](https://reader033.fdocuments.us/reader033/viewer/2022051915/60066562b0c2b56be25025fd/html5/thumbnails/20.jpg)
Fermi break-up model for decays of light nuclei (A<17) ● Excitation energies of light nuclei can
be comparable to their total binding energies: explosive decays.
● Production of fragments is considered in their ground states and low-energy excited states stable to nucleon emission.
● The probability of a given decay channel is defined by its statistical weight.
● Long list of possible decay channels (e.g. 200 channels for 12C, 1000 for 16O)
● G4 version follows the F77 code written by A.Botvina.
Wassily Kandinsky“Several circles”, 1926Guggenheim Museum, NY
![Page 21: Igor Pshenichnov a,bicc.ub.edu/congress/ESP-RUS2011/Talks... · Our research tool: Monte Carlo for Heavy Ion Therapy (MCHIT) – a Geant4-based application Based on our expertise](https://reader033.fdocuments.us/reader033/viewer/2022051915/60066562b0c2b56be25025fd/html5/thumbnails/21.jpg)
Explosive decays of 12C relevant to carbon ion therapy
Several fixes made to Geant4 implementation of the model. Now good agreement between F77and C++ versions of Fermi breakup model is obtained.
H
He
LiBe
![Page 22: Igor Pshenichnov a,bicc.ub.edu/congress/ESP-RUS2011/Talks... · Our research tool: Monte Carlo for Heavy Ion Therapy (MCHIT) – a Geant4-based application Based on our expertise](https://reader033.fdocuments.us/reader033/viewer/2022051915/60066562b0c2b56be25025fd/html5/thumbnails/22.jpg)
III. Calculations of yields of secondary particles with MCHIT
12C beam 330 MeV/nucleon: 100 events
charged particles: blue – nucleonsand nuclear fragments; red – fast electrons
green neutrons of all energies
![Page 23: Igor Pshenichnov a,bicc.ub.edu/congress/ESP-RUS2011/Talks... · Our research tool: Monte Carlo for Heavy Ion Therapy (MCHIT) – a Geant4-based application Based on our expertise](https://reader033.fdocuments.us/reader033/viewer/2022051915/60066562b0c2b56be25025fd/html5/thumbnails/23.jpg)
Models at work, BIC vs QMD: energy spectra
waterphantom
detectors: particle ID, energy, angle
12CGSI experiment:
QMD is closer to data, but still not perfect
Data: E. Haetneret al.
![Page 24: Igor Pshenichnov a,bicc.ub.edu/congress/ESP-RUS2011/Talks... · Our research tool: Monte Carlo for Heavy Ion Therapy (MCHIT) – a Geant4-based application Based on our expertise](https://reader033.fdocuments.us/reader033/viewer/2022051915/60066562b0c2b56be25025fd/html5/thumbnails/24.jpg)
Models at work, BIC vs QMD: angular distributions
waterphantom
detectors: particle ID, energy, angle
12CGSI experiment:
QMD is better compared to BIC
Data: E. Haetneret al.
![Page 25: Igor Pshenichnov a,bicc.ub.edu/congress/ESP-RUS2011/Talks... · Our research tool: Monte Carlo for Heavy Ion Therapy (MCHIT) – a Geant4-based application Based on our expertise](https://reader033.fdocuments.us/reader033/viewer/2022051915/60066562b0c2b56be25025fd/html5/thumbnails/25.jpg)
IV. Impact of radiation at microscopic scale: ion tracks inside nuclei of mammalian cells
12C 9.5 MeV/nucleon and 238U 3 MeV/nucleon by in-beam microscopy. Proteins 53BP1 and RPA related to DNA repair were made fluorescent. B. Jacob et al., Rad. Res. 171 (2009) 405
Energy imparted to tissue per unit of track length is an important characteristic of radiation. Can one make a radiation detector of an equivalent size?
![Page 26: Igor Pshenichnov a,bicc.ub.edu/congress/ESP-RUS2011/Talks... · Our research tool: Monte Carlo for Heavy Ion Therapy (MCHIT) – a Geant4-based application Based on our expertise](https://reader033.fdocuments.us/reader033/viewer/2022051915/60066562b0c2b56be25025fd/html5/thumbnails/26.jpg)
DNA is densely packed inside cell nuclei
http://www.dnaftb.org
http://www.dynamicscience.com.au
![Page 27: Igor Pshenichnov a,bicc.ub.edu/congress/ESP-RUS2011/Talks... · Our research tool: Monte Carlo for Heavy Ion Therapy (MCHIT) – a Geant4-based application Based on our expertise](https://reader033.fdocuments.us/reader033/viewer/2022051915/60066562b0c2b56be25025fd/html5/thumbnails/27.jpg)
Effects of radiation: single and double strand breaks in DNA and LET
http://www.ptb.de/
● Single strand breaks are usually repaired by the cell
● It is more difficult to repair double and multiple strand breaks
● Therefore, the energy deposited per unit length of particle track (LET) really matters to the biological action of radiation
● LET values of ~20 eV/nm (20 keV/µm) are critical
![Page 28: Igor Pshenichnov a,bicc.ub.edu/congress/ESP-RUS2011/Talks... · Our research tool: Monte Carlo for Heavy Ion Therapy (MCHIT) – a Geant4-based application Based on our expertise](https://reader033.fdocuments.us/reader033/viewer/2022051915/60066562b0c2b56be25025fd/html5/thumbnails/28.jpg)
Tissue-equivalent proportional counter (TEPC) aka Rossi counter
A plastic sphere filled with lowpressure gas,equivalent to 2.7 µm sphere of tissue,an object of a cell nucleus size.
gas
D=12.7 mm1.27 mm
Ionization in TEPC: equivalent to energy left by a particle in a single cell.
Lineal energy: y=ε /<l>~ LET
<l>=2/3 D – mean chord
ε – energy in TEPC
wall
![Page 29: Igor Pshenichnov a,bicc.ub.edu/congress/ESP-RUS2011/Talks... · Our research tool: Monte Carlo for Heavy Ion Therapy (MCHIT) – a Geant4-based application Based on our expertise](https://reader033.fdocuments.us/reader033/viewer/2022051915/60066562b0c2b56be25025fd/html5/thumbnails/29.jpg)
Simulations of TEPC response to ionization by charged particles
P.J. Taddei et al., Radiat. Meas. 43 (2008) 1498
View of two events simulated with MCHIT. Here thresholds for electron production are higher. Note a very rare fragmentation reaction in the wall happened in the second event.
![Page 30: Igor Pshenichnov a,bicc.ub.edu/congress/ESP-RUS2011/Talks... · Our research tool: Monte Carlo for Heavy Ion Therapy (MCHIT) – a Geant4-based application Based on our expertise](https://reader033.fdocuments.us/reader033/viewer/2022051915/60066562b0c2b56be25025fd/html5/thumbnails/30.jpg)
TEPCs in water phantom
G.Martino, M.Durante, D. Schardt,PMB 55 (2010) 3441
![Page 31: Igor Pshenichnov a,bicc.ub.edu/congress/ESP-RUS2011/Talks... · Our research tool: Monte Carlo for Heavy Ion Therapy (MCHIT) – a Geant4-based application Based on our expertise](https://reader033.fdocuments.us/reader033/viewer/2022051915/60066562b0c2b56be25025fd/html5/thumbnails/31.jpg)
Simulation of experimental setup at GSI
beam
Each counter is replaced by aring to reduce the number of MChistories.
Rings are properly locatedto avoid interference
![Page 32: Igor Pshenichnov a,bicc.ub.edu/congress/ESP-RUS2011/Talks... · Our research tool: Monte Carlo for Heavy Ion Therapy (MCHIT) – a Geant4-based application Based on our expertise](https://reader033.fdocuments.us/reader033/viewer/2022051915/60066562b0c2b56be25025fd/html5/thumbnails/32.jpg)
Total doses far from the beam: MCHIT describes the data
Data by G.Martino, M.Durante, D. Schardt,Phys. Med. Biol. 55 (2010) 3441
G. Martino, D. Schardt, M. Durante et al.,Presented at 12th Workshop on Ion Beams In Biology and Medicine (IBIBAM), Koeln, 2009
![Page 33: Igor Pshenichnov a,bicc.ub.edu/congress/ESP-RUS2011/Talks... · Our research tool: Monte Carlo for Heavy Ion Therapy (MCHIT) – a Geant4-based application Based on our expertise](https://reader033.fdocuments.us/reader033/viewer/2022051915/60066562b0c2b56be25025fd/html5/thumbnails/33.jpg)
Calculated and measured lineal energy spectrabeam
neutron contribution
secondary protonsand alphas
Data by G.Martino,M.Durante, D. Schardt,PMB 55 (2010) 3441
![Page 34: Igor Pshenichnov a,bicc.ub.edu/congress/ESP-RUS2011/Talks... · Our research tool: Monte Carlo for Heavy Ion Therapy (MCHIT) – a Geant4-based application Based on our expertise](https://reader033.fdocuments.us/reader033/viewer/2022051915/60066562b0c2b56be25025fd/html5/thumbnails/34.jpg)
Conclusions●Methods used to model detectors in nuclear and particle physics experiments are also successful to simulate particle therapy.
●The MCHIT model based on Geant4 toolkit (with QMD+Fermi break-up) is able to describe the yields of secondary nuclei from fragmentation of 12C in water.
●The model describes microdosimetry spectra in the treatment field of 12C beams and out of the field. These lineal energy distributions characterize the energy imparted to the objects of a size of a single cell nucleus (~3 µm).
![Page 35: Igor Pshenichnov a,bicc.ub.edu/congress/ESP-RUS2011/Talks... · Our research tool: Monte Carlo for Heavy Ion Therapy (MCHIT) – a Geant4-based application Based on our expertise](https://reader033.fdocuments.us/reader033/viewer/2022051915/60066562b0c2b56be25025fd/html5/thumbnails/35.jpg)
Links between Russia and Spain are even deeper as one can imagine...
● Artem, Far East of Russia
● A house of a couple of retired construction workers
● Apparent influence of A.Gaudi masterpieces!
http://ria.ru/photolents/20110928/445372771.htmlhttp://drugoi.livejournal.com/3623104.html
![Page 36: Igor Pshenichnov a,bicc.ub.edu/congress/ESP-RUS2011/Talks... · Our research tool: Monte Carlo for Heavy Ion Therapy (MCHIT) – a Geant4-based application Based on our expertise](https://reader033.fdocuments.us/reader033/viewer/2022051915/60066562b0c2b56be25025fd/html5/thumbnails/36.jpg)
Thank you for your attention!
Many thanks to the organizers for the great hospitality in Barcelona!