Giorgio Baiocco

Prof. Giorgio Baiocco

University of Pavia, Pavia, Italy
orcid

Research Focus & Metrics

Academic Career Length

12Years (2015-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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22 September 2016 in Scientific Reports
Verified
Journal Article
Open access
Giorgio BaioccoGiorgio Baiocco
Giorgio Baiocco
SBSofia Barbieri
Sofia Barbieri
GBGabriele Babini
Gabriele Babini
JMJ. Morini
J. Morini
DAD. Alloni
D. Alloni
AOA. Ottolenghi
A. Ottolenghi
The understanding of the impact of radiation quality in early and late responses of biological targets to ionizing radiation exposure necessarily grounds on the results of mechanistic studies starting from physical interactions. This is particularly true when, already at the physical stage, the radiation field is mixed, as it is the case for neutron exposure. Neutron Relative Biological Effectiveness (RBE) is energy dependent, maximal for energies ~1 MeV, varying significantly among different experiments. The aim of this work is to shed light on neutron biological effectiveness as a function of field characteristics, with a comprehensive modeling approach: this brings together transport calculations of neutrons through matter (with the code PHITS) and the predictive power of the biophysical track structure code PARTRAC in terms of DNA damage evaluation. Two different energy dependent neutron RBE models are proposed: the first is phenomenological and based only on the characterization of linear energy transfer on a microscopic scale; the second is purely ab-initio and based on the induction of complex DNA damage. Results for the two models are compared and found in good qualitative agreement with current standards for radiation protection factors, which are agreed upon on the basis of RBE data.

1 November 2017 in Life Sciences in Space Research
Verified
Journal Article
Closed access
MVM. Vuolo
M. Vuolo
Giorgio BaioccoGiorgio Baiocco
Giorgio Baiocco
SBSofia Barbieri
Sofia Barbieri
LBL. Bocchini
L. Bocchini
MGM. Giraudo
M. Giraudo
AOA. Ottolenghi
A. Ottolenghi

25 September 2020 in Scientific Reports
Verified
Journal Article
Open access
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PKPavel Kundrát
Pavel Kundrát
WFWerner Friedland
Werner Friedland
JBJanine Becker
Janine Becker
MEMarkus Eidemüller
Markus Eidemüller
AOAndrea Ottolenghi
Andrea Ottolenghi
Giorgio BaioccoGiorgio Baiocco
Giorgio Baiocco
Track structure based simulations valuably complement experimental research on biological effects of ionizing radiation. They provide information at the highest level of detail on initial DNA damage induced by diverse types of radiation. Simulations with the biophysical Monte Carlo code PARTRAC have been used for testing working hypotheses on radiation action mechanisms, for benchmarking other damage codes and as input for modelling subsequent biological processes. To facilitate such applications and in particular to enable extending the simulations to mixed radiation field conditions, we present analytical formulas that capture PARTRAC simulation results on DNA single- and double-strand breaks and their clusters induced in cells irradiated by ions ranging from hydrogen to neon at energies from 0.5 GeV/u down to their stopping. These functions offer a means by which radiation transport codes at the macroscopic scale could easily be extended to predict biological effects, exploiting a large database of results from micro-/nanoscale simulations, without having to deal with the coupling of spatial scales and running full track-structure calculations.

12 October 2022 in Radiation and Environmental Biophysics
Verified
Journal Article
Open access
PDF file
Giorgio BaioccoGiorgio Baiocco
Giorgio Baiocco
SBStefan Bartzsch
Stefan Bartzsch
VCValeria Conte
Valeria Conte
TFThomas Friedrich
Thomas Friedrich
BJBurkhard Jakob
Burkhard Jakob
KPKevin M. Prise
Kevin M. Prise
The outcome of the exposure of living organisms to ionizing radiation is determined by the distribution of the associated energy deposition at different spatial scales. Radiation proceeds through ionizations and excitations of hit molecules with an ~ nm spacing. Approaches such as nanodosimetry/microdosimetry and Monte Carlo track-structure simulations have been successfully adopted to investigate radiation quality effects: they allow to explore correlations between the spatial clustering of such energy depositions at the scales of DNA or chromosome domains and their biological consequences at the cellular level. Physical features alone, however, are not enough to assess the entity and complexity of radiation-induced DNA damage: this latter is the result of an interplay between radiation track structure and the spatial architecture of chromatin, and further depends on the chromatin dynamic response, affecting the activation and efficiency of the repair machinery. The heterogeneity of radiation energy depositions at the single-cell level affects the trade-off between cell inactivation and induction of viable mutations and hence influences radiation-induced carcinogenesis. In radiation therapy, where the goal is cancer cell inactivation, the delivery of a homogenous dose to the tumour has been the traditional approach in clinical practice. However, evidence is accumulating that introducing heterogeneity with spatially fractionated beams (mini- and microbeam therapy) can lead to significant advantages, particularly in sparing normal tissues. Such findings cannot be explained in merely physical terms, and their interpretation requires considering the scales at play in the underlying biological mechanisms, suggesting a systemic response to radiation.

30 September 2019 in Scientific Reports
Verified
Journal Article
Open access
PDF file
SBSofia Barbieri
Sofia Barbieri
GBGabriele Babini
Gabriele Babini
JMJacopo Morini
Jacopo Morini
WFWerner Friedland
Werner Friedland
MBManuela Buonanno
Manuela Buonanno
Giorgio BaioccoGiorgio Baiocco
Giorgio Baiocco
The consideration of how a given technique affects results of experimental measurements is a must to achieve correct data interpretation. This might be challenging when it comes to measurements on biological systems, where it is unrealistic to have full control (e.g. through a software replica) of all steps in the measurement chain. In this work we address how the effectiveness of different radiation qualities in inducing biological damage can be assessed measuring DNA damage foci yields, only provided that artefacts related to the scoring technique are adequately considered. To this aim, we developed a unified stochastic modelling approach that, starting from radiation tracks, predicts both the induction, spatial distribution and complexity of DNA damage, and the experimental readout of foci when immunocytochemistry coupled to 2D fluorescence microscopy is used. The approach is used to interpret γ-H2AX data for photon and neutron exposures. When foci are reconstructed in the whole cell nucleus, we obtain information on damage characteristics “behind” experimental observations, as the average damage content of a focus. We reproduce how the detection technique affects experimental findings, e.g. contributing to the saturation of foci yields scored at 30 minutes after exposure with increasing dose and to the lack of dose dependence for yields at 24 hours.

1 August 2018 in Life Sciences in Space Research
Verified
Journal Article
Open access
Giorgio BaioccoGiorgio Baiocco
Giorgio Baiocco
MGM. Giraudo
M. Giraudo
LBL. Bocchini
L. Bocchini
SBSofia Barbieri
Sofia Barbieri
ILI. Locantore
I. Locantore
AOA. Ottolenghi
A. Ottolenghi
As manned spaceflights beyond low Earth orbit are in the agenda of Space Agencies, the concerns related to space radiation exposure of the crew are still without conclusive solutions. The risk of long-term detrimental health effects needs to be kept below acceptable limits, and emergency countermeasures must be planned to avoid the short-term consequences of exposure to high particle fluxes during hardly predictable solar events. Space habitat shielding cannot be the ultimate solution: the increasing complexity of future missions will require astronauts to protect themselves in low-shielded areas, e.g. during emergency operations. Personal radiation shielding is promising, particularly if using available resources for multi-functional shielding devices. In this work we report on all steps from the conception, design, manufacturing, to the final test on board the International Space Station (ISS) of the first prototype of a water-filled garment for emergency radiation shielding against solar particle events. The garment has a good shielding potential and comfort level. On-board water is used for filling and then recycled without waste. The successful outcome of this experiment represents an important breakthrough in space radiation shielding, opening to the development of similarly conceived devices and their use in interplanetary missions as the one to Mars.