Publications by authors named "Vathaire F"

Purpose: To contrast breast radiation exposure from chest radiotherapy in 2006-2021 with 1965-1997, and to compare breast cancer (BC) risk 25 years after treatment predicted by two models.

Methods: Radiation dose distributions to the breast from 101 chest radiotherapies given 2006-2021 for Hodgkin lymphoma (HL) or other lymphoma in one German and two Dutch hospitals were compared with doses received by 505 Dutch HL patients treated 1965-1997 and sampled into a nested case-control study, weighted to represent a HL patient cohort. Dose-volume histograms, mean dose and doses to 10 breast segments were evaluated.

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Background: Cardiac disease (CD) is a primary long-term diagnosed pathology among childhood cancer survivors. Dosiomics (radiomics extracted from the dose distribution) have received attention in the past few years to assess better the induced risk of radiotherapy (RT) than standard dosimetric features such as dose-volume indicators. Hence, using the spatial information contained in the dosiomics features with machine learning methods may improve the prediction of CD.

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Article Synopsis
  • Identifying key risk factors in childhood cancer survivors is crucial for improving treatment and follow-up care to reduce long-term mortality.
  • A study of 7,670 childhood cancer survivors revealed that subsequent cancers, severe heart conditions, and radiotherapy significantly impact Life Years Lost.
  • Radiotherapy was identified as a major cause of early death, highlighting the need for ongoing monitoring of patients who develop additional health issues post-treatment.
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Background: While female survivors of Hodgkin lymphoma (HL) have an increased risk of breast cancer (BC), no BC risk prediction model is available. We developed such models incorporating mean radiation dose to the breast or breast quadrant-specific radiation doses.

Methods: Relative risks and age-specific incidence for BC and competing events (mortality or other subsequent cancer) were estimated from 1194 Dutch five-year HL survivors, treated at ages 11-40 during 1965-2000.

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Purpose: Childhood cancer survivors (CCS) have an increased risk of developing late chronic diseases, which can be influenced by the cancer type and its treatment. These chronic diseases can be severe and disabling, typically emerging years to decades after treatment. These deficits negatively impact quality of life, intelligence quotient, and memory.

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Liver cancer, a leading cause of cancer mortality, is often diagnosed by analyzing the grayscale variations in liver tissue across different computed tomography (CT) images. However, the intensity similarity can be strong, making it difficult for radiologists to visually identify hepatocellular carcinoma (HCC) and metastases. It is crucial for the management and prevention strategies to accurately differentiate between these two liver cancers.

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Background: Radiation therapy (RT) for breast cancer (BC) can result in subtle cardiac dysfunction that can occur early after treatment. In 2022, the European Society of Cardiology (ESC) published the first guidelines in cardio-oncology with a harmonized definition of cancer therapy-related cardiac dysfunction (CTRCD). The aim of this study was to evaluate CTRCD occurrence over 24 months of follow-up after RT in BC patients and to analyze the association with cardiac radiation exposure.

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Article Synopsis
  • Second malignant neoplasm (SMN) poses a significant long-term risk for childhood cancer survivors and is influenced by genetic factors, alongside traditional treatments like chemotherapy and radiotherapy.
  • A systematic review analyzed eighteen studies exploring genetic components linked to SMN risk, encompassing various cancer types and focusing mainly on genes related to drug metabolism and DNA repair.
  • The variability in study designs and methods highlights the need for more standardized research, but the review offers a useful compilation of genetic variants associated with SMN risk, aiding future investigations.
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Purpose: Childhood cancer survivors, in particular those treated with radiation therapy, are at high risk of long-term iatrogenic events. The prediction of risk of such events is mainly based on the knowledge of the radiation dose received to healthy organs and tissues during treatment of childhood cancer diagnosed decades ago. We aimed to set up a standardized organ dose table to help former patients and clinicians in charge of long-term follow-up clinics.

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  • The study investigates the out-of-field dose delivered during external photon beam radiation therapy, as it may lead to a higher risk of second cancers and affect immune system efficiency in radio-immunotherapy treatments.
  • Traditional methods for estimating out-of-field doses are complex and not suitable for clinical use, prompting the exploration of deep learning techniques for more effective dose map prediction.
  • A 3D U-Net model, trained on data from 3,151 pediatric patients, demonstrated promising results in estimating out-of-field doses, achieving low error rates in both training and validation, indicating potential for clinical application.
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Liver malignancies, particularly hepatocellular carcinoma and metastasis, stand as prominent contributors to cancer mortality. Much of the data from abdominal computed tomography images remain underused by radiologists. This study explores the application of machine learning in differentiating tumor tissue from healthy liver tissue using radiomics features.

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Background: Optic pathway gliomas (OPGs) represent 5% of childhood brain tumors. Successive relapses lead to multiple treatments exposing to late complications.

Methods: We included patients treated at Gustave Roussy (GR) between January 1980 and December 2015 for OPG, before 18 years old and alive at 5 years from diagnosis.

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Background: Childhood cancer survivors are at risk of subsequent gliomas and meningiomas, but the risks beyond age 40 years are uncertain. We quantified these risks in the largest ever cohort.

Methods: Using data from 69,460 5-year childhood cancer survivors (diagnosed 1940-2008), across Europe, standardized incidence ratios (SIRs) and cumulative incidence were calculated.

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Background: Childhood cancer survivors (CCS) are at an elevated risk of developing both a second malignant neoplasm (SMN) and cardiac disease.

Objectives: This study sought to assess the excess of occurrence of cardiac disease after a SMN among CCS.

Methods: Analyses included 7,670 CCS from the French Childhood Cancer Survivors Study cohort diagnosed between 1945 and 2000.

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Purpose: Childhood cancer survivors are at the risk of developing subsequent colorectal cancers (CRCs), but the absolute risks by treatment modality are uncertain. We quantified the absolute risks by radiotherapy treatment characteristics using clinically accessible data from a Pan-European wide case-control study nested within a large cohort of childhood cancer survivors: the PanCareSurFup Study.

Methods: Odds ratios (ORs) from a case-control study comprising 143 CRC cases and 143 controls nested within a cohort of 69,460 survivors were calculated.

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Article Synopsis
  • - The study investigates the genetic links between breast cancer (BC) and thyroid disorders, revealing a positive correlation between BC risk and thyroxine (FT4) levels, and a negative correlation with thyroid-stimulating hormone (TSH) levels, particularly in estrogen receptor-positive BC.
  • - Polygenic risk scores indicate that higher FT4 and hyperthyroidism risks are associated with increased BC risk, while higher TSH risk is linked to decreased BC risk, highlighting the role of genetics in these diseases.
  • - The research identifies 49 shared genetic loci connected to both BC and thyroid traits and suggests that certain brain and immune system-related genes play significant roles in the relationship between these conditions.
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Anthracycline-based chemotherapy is associated with increased subsequent breast cancer (SBC) risk in female childhood cancer survivors, but the current evidence is insufficient to support early breast cancer screening recommendations for survivors treated with anthracyclines. In this study, we pooled individual patient data of 17,903 survivors from six well-established studies, of whom 782 (4.4%) developed a SBC, and analyzed dose-dependent effects of individual anthracycline agents on developing SBC and interactions with chest radiotherapy.

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  • A study examined how well long-term childhood cancer survivors at high risk for cardiomyopathy followed cardiac screening guidelines, involving nearly 1,000 patients.
  • Only 32% of participants had an echocardiogram in the last five years, with lower adherence among males, older survivors, and those with specific cancer types like Neuroblastoma and CNS tumors.
  • Attending long-term follow-up visits significantly increased the likelihood of completing echocardiograms, highlighting the need for better strategies to encourage more survivors to participate in recommended cardiac surveillance.
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Background: Many high-dose groups demonstrate increased leukaemia risks, with risk greatest following childhood exposure; risks at low/moderate doses are less clear.

Methods: We conducted a pooled analysis of the major radiation-associated leukaemias (acute myeloid leukaemia (AML) with/without the inclusion of myelodysplastic syndrome (MDS), chronic myeloid leukaemia (CML), acute lymphoblastic leukaemia (ALL)) in ten childhood-exposed groups, including Japanese atomic bomb survivors, four therapeutically irradiated and five diagnostically exposed cohorts, a mixture of incidence and mortality data. Relative/absolute risk Poisson regression models were fitted.

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Background-Radiotherapy (RT) for breast cancer (BC) can lead to an increased risk of coronary artery disease several years after RT. The aim of this study was to evaluate the development of overall, non-calcified and calcified atherosclerotic plaques over 2 years after BC for RT and associations with cardiac exposure. Methods-The study included 101 left- or right-sided BC patients treated with RT without chemotherapy.

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Purpose: The optimal neoadjuvant treatment for resectable carcinoma of the thoracic esophagus (TE) or gastroesophageal junction (GEJ) remains a matter of debate. We performed an individual participant data (IPD) network meta-analysis (NMA) of randomized controlled trials (RCTs) to study the effect of chemotherapy or chemoradiotherapy, with a focus on tumor location and histology subgroups.

Patients And Methods: All, published or unpublished, RCTs closed to accrual before December 31, 2015 and having compared at least two of the following strategies were eligible: upfront surgery (S), chemotherapy followed by surgery (CS), and chemoradiotherapy followed by surgery (CRS).

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Purpose: Radiation-induced lung injury (RILI) is strongly associated with various clinical conditions and dosimetric parameters. Former studies have led to reducing radiotherapy (RT) doses to the lung and have favored the discontinuation of tamoxifen during RT. However, the monocentric design and variability of dosimetric parameters chosen have limited further improvement.

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Background: Long-term follow-up (LTFU) clinics have been developed but only some childhood cancer survivors (CCS) attend long-term follow-up (LTFU).

Objective: To identify factors that influence LTFU attendance.

Methods: Five-year CCS treated for a solid tumor or lymphoma in Gustave Roussy before 2000, included in the FCCSS cohort (French Childhood Cancer Survivor Study), aged >18 years and alive at the date of the LTFU Clinic opening (January 2012) were invited to a LTFU visit.

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  • - French Polynesia (FP) has a high incidence of differentiated thyroid cancer (DTC), and this study examined the genetic factors contributing to DTC risk in the native population, particularly due to past nuclear tests from 1966-1974.
  • - Researchers analyzed over 300,000 single nucleotide polymorphisms (SNPs) in 283 DTC cases and 418 controls, discovering genetic links associated with DTC at three specific regions on chromosomes 6, 10, and 17, indicating an increased risk.
  • - The findings suggest that these genetic loci could influence DTC risk, but the study recommends further investigation using whole genome sequencing to better understand these factors, as the current methods may not fully capture the
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  • Valvular Heart Disease (VHD) is a serious late effect of childhood cancer treatment, especially with radiotherapy, and accurately identifying at-risk survivors is difficult.
  • This study suggests that analyzing the distribution of radiation doses absorbed by heart tissues through a dosiomics signature could enhance understanding of VHD risk, beyond just the total dose received.
  • Data from 7670 survivors revealed that while the standard mean heart dose (MHD) and dosiomics models performed similarly overall, dosiomics features significantly improved predictive capabilities for survivors who received uneven heart dose distributions, potentially aiding in better personalized follow-up care.
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