Nicolas Giraud

Dr. Nicolas Giraud

orcid

Research Focus & Metrics

Academic Career Length

8Years (2019-Present)

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

Representative Publications

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7 January 2021 in Cancers
Verified
Journal Article
Open access
PDF file
NGNicolas Giraud
Nicolas Giraud
OSOlivier Saut
Olivier Saut
TAThomas Aparicio
Thomas Aparicio
PRPhilippe Ronchin
Philippe Ronchin
LBLouis-Arnaud Bazire
Louis-Arnaud Bazire
VVVéronique Vendrely
Véronique Vendrely
Purpose: Chemo-radiotherapy (CRT) is the standard treatment for non-metastatic anal squamous cell carcinomas (ASCC). Despite excellent results for T1-2 stages, relapses still occur in around 35% of locally advanced tumors. Recent strategies focus on treatment intensification, but could benefit from a better patient selection. Our goal was to assess the prognostic value of pre-therapeutic MRI radiomics on 2-year disease control (DC). Methods: We retrospectively selected patients with non-metastatic ASCC treated at the CHU Bordeaux and in the French FFCD0904 multicentric trial. Radiomic features were extracted from T2-weighted pre-therapeutic MRI delineated sequences. After random division between training and testing sets on a 2:1 ratio, univariate and multivariate analysis were performed on the training cohort to select optimal features. The correlation with 2-year DC was assessed using logistic regression models, with AUC and accuracy as performance gauges, and the prediction of disease-free survival using Cox regression and Kaplan-Meier analysis. Results: A total of 82 patients were randomized in the training (n = 54) and testing sets (n = 28). At 2 years, 24 patients (29%) presented relapse. In the training set, two clinical (tumor size and CRT length) and two radiomic features (FirstOrder_Entropy and GLCM_JointEnergy) were associated with disease control in univariate analysis and included in the model. The clinical model was outperformed by the mixed (clinical and radiomic) model in both the training (AUC 0.758 versus 0.825, accuracy of 75.9% versus 87%) and testing (AUC 0.714 versus 0.898, accuracy of 78.6% versus 85.7%) sets, which led to distinctive high and low risk of disease relapse groups (HR 8.60, p = 0.005). Conclusion: A mixed model with two clinical and two radiomic features was predictive of 2-year disease control after CRT and could contribute to identify high risk patients amenable to treatment intensification with view of personalized medicine.

1 August 2020 in Cancer/Radiothérapie
Verified
Journal Article
Closed access
NGNicolas Giraud
Nicolas Giraud
GPG. Popinat
G. Popinat
HRH. Regaieg
H. Regaieg
DTD. Tonnelet
D. Tonnelet
PVP. Vera
P. Vera

16 June 2023 in Radiotherapy and Oncology
Verified
Journal Article
Open access
NGNicolas Giraud
Nicolas Giraud
FSFamke L. Schneiders
Famke L. Schneiders
JKJohn R. van Sornsen de Koste
John R. van Sornsen de Koste
MPMiguel A. Palacios
Miguel A. Palacios
SSSuresh Senan
Suresh Senan
Gross tumor volume (GTV) changes during stereotactic ablative radiotherapy (SABR) for adrenal tumors are not well characterized. We studied treatment-induced GTV changes during, and after, 5-fraction MR-guided SABR on a 0.35 T unit. Details of patients treated for adrenal metastases using 5-fraction adaptive MR-SABR were accessed. GTV changes between simulation and first fraction (ΔSF1) and all fractions were recorded. Wilcoxon paired tests were used for intrapatient comparisons. Logistic and linear regression models were used for features associated with dichotomous and continuous variables, respectively. Once-daily fractions of 8 Gy or 10 Gy were delivered to 70 adrenal metastases. Median simulation-F1 interval was 13 days; F1-F5 interval was 13 days. Median baseline GTVs at simulation and F1 were 26.6 and 27.2 cc, respectively (p < 0.001). Mean ΔSF1 was + 9.1% (2.9 cc) relative to simulation; 47% of GTVs decreased in volume at F5 versus F1. GTV variations of ≥ 20% occurred in 59% treatments at some point between simulation to end SABR, and these did not correlate with baseline tumor characteristics. At a median follow-up of 20.3 months, a radiological complete response (CR) was seen in 23% of 64 evaluable patients. CR was associated with baseline GTV (p = 0.03) and ΔF1F5 (p = 0.03). Local relapses were seen in 6%. Frequent changes in adrenal GTVs during 5-fraction SABR delivery support the use of on-couch adaptive replanning. The likelihood of a radiological CR correlates with the baseline GTV and intra-treatment GTV decline.

1 July 2019 in Cancer/Radiothérapie
Verified
Journal Article
Closed access
NGNicolas Giraud
Nicolas Giraud
SAS. Abdiche
S. Abdiche
RTR. Trouette
R. Trouette

14 March 2020 in Applied Sciences
Verified
Journal Article
Open access
PDF file
NGNicolas Giraud
Nicolas Giraud
Paul SargosPaul Sargos
Paul Sargos
NLNicolas Leduc
Nicolas Leduc
OSOlivier Saut
Olivier Saut
Te VuongTe Vuong
Te Vuong
VVVeronique Vendrely
Veronique Vendrely
Anal squamous cell carcinoma (ASCC) is an uncommon yet rising cancer worldwide. Definitive chemo-radiation (CRT) remains the best curative treatment option for non-metastatic cases in terms of local control, recurrence-free and progression-free survival. Still, despite overall good results, with 80% five-year survival, a subgroup of ASCC patients displays a high level of locoregional and/or metastatic recurrence rates, up to 35%, and may benefit from a more aggressive strategy. Beyond initial staging, there is no reliable marker to predict recurrence following CRT. Imaging, mostly positron emission tomography-computed tomography (PET-CT) and magnetic resonance imaging (MRI), bears an important role in the diagnosis and follow-up of ASCC. The routine use of radiomics may enhance the quality of information derived from these modalities. It is thought that including data derived from radiomics into the input flow of machine learning algorithms may improve the prediction of recurrence. Although some studies have shown glimmers of hope, more data is needed before offering practitioners tools to identify high-risk patients and enable extensive clinical application, especially regarding the matters of imaging normalization, radiomics process standardization and access to larger patient databases with external validation in order to allow results extrapolation. The aim of this review is to present a critical overview from this data.

15 January 2026 in Digestive and Liver Disease
Verified
Journal Article
Open access
SMSophia Medjahdi
Sophia Medjahdi
SKStefano Kim
Stefano Kim
CLClaire Lemanski
Claire Lemanski
KMKarine Le Malicot
Karine Le Malicot
NGNicolas Giraud
Nicolas Giraud
VVVéronique Vendrely
Véronique Vendrely
The PRODIGE 85-FFCD 1804-KANALRAD trial has been designed as a multicenter, randomized, open-label, phase III trial to compare the efficacy of induction chemotherapy (4 cycles of modified DCF: Docetaxel, Cisplatin, and 5-Fluorouracil) prior to standard chemoradiotherapy (CRT) versus standard CRT alone for histologically proven locally advanced squamous cell carcinomas of the anal canal (SCCA), either T3-4 or with lymph node involvement and no metastases. The primary endpoint is event-free survival at 2 years. Secondary endpoints include disease-free survival, complete response rate, patient quality of life, and monitoring of treatment-associated toxicities. A safety analysis is planned after enrollment of the 20 first patients in the experimental arm to ensure the feasibility of CRT after induction chemotherapy. In addition, genetic and epigenetic studies from tissue and circulating DNA will be conducted to assess their prognostic or predictive value. Overall, 310 patients will be recruited in France and will be followed for 3 years after randomization.