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2018 ◽  
Vol 25 (4) ◽  
pp. 1219-1231
Author(s):  
Mike Donald Tapi Nzali ◽  
Jérôme Aze ◽  
Sandra Bringay ◽  
Christian Lavergne ◽  
Caroline Mollevi ◽  
...  

Today, social media is increasingly used by patients to openly discuss their health. Mining automatically such data is a challenging task because of the non-structured nature of the text and the use of many abbreviations and the slang terms. Our goal is to use Patient Authored Text to build a French Consumer Health Vocabulary on breast cancer field, by collecting various kinds of non-experts’ expressions that are related to their diseases and then compare them to biomedical terms used by health care professionals. We combine several methods of the literature based on linguistic and statistical approaches to extract candidate terms used by non-experts and to link them to expert terms. We use messages extracted from the forum on ‘ cancerdusein.org ’ and a vocabulary dedicated to breast cancer elaborated by the Institut National Du Cancer. We have built an efficient vocabulary composed of 192 validated relationships and formalized in Simple Knowledge Organization System ontology.


Blood ◽  
2014 ◽  
Vol 124 (21) ◽  
pp. 3735-3735 ◽  
Author(s):  
Cyril Quivoron ◽  
Muriel David ◽  
Kim Straley ◽  
Jeremy Travins ◽  
Hyeryun Kim ◽  
...  

Abstract Somatic point mutations in the active site of IDH (isocitrate dehydrogenase) 1 and IDH2 genes are observed in acute myeloid leukemia (AML). These mutations lead to the production and accumulation of R-2-hydroxyglutarate (2-HG) in the tumor blast cells as well as in the plasma of patients. High levels of 2-HG have been shown to inhibit alpha-ketoglutarate-dependent dioxygenases, including epigenetic regulators (i.e. histone or DNA demethylases), resulting in altered cellular differentiation. Ex vivo experiments in primary cells from AML IDH2 mutant patients have demonstrated that IDH2 mutant inhibitors are able to revert this phenotype. In order to test the biological activity of AG-221, an oral, reversible and selective inhibitor of mutated IDH2 currently in phase I trials, we developed primary human AML xenograft models. Primary blast cells from 3 AML patients with normal karyotype (n=3), NPM1 mutation (n=3) and FLT3ITD (n=1) were injected into immunodeficient NOD SCID IL2R gamma null (NSG) mice by intrafemoral injection after sub-lethal irradiation. Medullar and peripheral tumoral engraftment was monitored by flow cytometry (using species-specific antibodies) and serum 2-HG measurements. Engraftment of IDH2-R140Q human blast cells was not lethal, but these AML cells persisted over time. Twelve months after injection, IDH2-R140Q blast cell-engrafted mice were randomized into two groups, for treatment with AG-221 (30 mpk) or vehicle (0.5% methylcellulose / 0.2% Tween 80, in water) (n=10 mice; 5 mice per condition). Treatments were administered by oral gavage for 38 days twice per day (BID). Peripheral blood was collected at multiple time points for the determination of pharmacokinetics (PK) and pharmacodynamics (PD), and the assessment of the differentiation effects by AG-221 on human tumor cells. PK/PD analyses showed good plasma exposure of AG-221 and reduction of 2-HG. Furthermore, AG-221 administration also induced a burst of proliferation of human blasts followed by myeloid differentiation starting at day 20 in peripheral blood as measured by the expression of CD11b, CD14, CD15, CD24 and cell morphology. No effects on proliferation or differentiation were seen in the absence of AG-221 administration. Histological analyses of hematopoietic organs in treated animals showed a decrease of infiltrating human cells, as well as obvious morphological changes in the human cell population in AG-221-treated animals compared with vehicle-treated animals. Flow cytometry confirmed the differentiation of the human cells in the spleen and bone marrow of the AG-221-treated mice. Furthermore, cells undergoing differentiation retained the R140Q mutation, demonstrating the differentiating effect of the compound. In conclusion, AG-221 reduced serum 2-HG levels and triggered differentiation of leukemic blast cells engrafted in NSG mice. These results are consistent with what has been observed clinically in IDH2 mutant AML patients treated with AG-221 in a phase I dose escalation trial. Disclosures Quivoron: Institut National de la Santé Et de la Recherche Médicale (INSERM): Grant Other; Association Laurette Fugain: Grant, Grant Other; Institut National du Cancer (INCa): Grant, Grant Other; Association pour la recherche contre le Cancer (ARC): Grant, Grant Other; AGIOS: Grant Other. David:Institut National de la Santé Et de la Recherche Médicale (INSERM): Grant Other; Institut National du Cancer (INCa): Grant, Grant Other; Association pour la Recherche contre le Cancer (ARC): Grant, Grant Other; Association Laurette Fugain: Grant, Grant Other; AGIOS: Grant Other. Straley:Agios Pharmaceuticals: Employment, Stockholder Other. Travins:Agios Pharmaceuticals: Employment, Stockholder Other. Kim:Agios Pharmaceuticals: Employment, Stockholder Other. Chen:Agios Pharmaceuticals: Employment, Stockholder Other. Zhu:Agios Pharmaceuticals: Employment, Stockholder Other. Bawa:AGIOS: Grant Other. Bernard:Institut National de la Santé Et de la Recherche Médicale (INSERM): Grant Other; Association Laurette Fugain: Grant, Grant Other; Institut National du Cancer (INCa): Grant, Grant Other; Ligue Nationale contre le cancer (LNCC): Grant, Grant Other; AGIOS: Grant Other. Yang:Agios Pharmaceuticals: Employment, Stockholder Other. Agresta:Agios Pharmaceuticals: Employment, Stockholder Other. de Botton:AGIOS: Grant Other. Yen:Agios: Employment. Penard-Lacronique:Institut National de la Santé Et de la Recherche Médicale (INSERM): Grant Other; Association Laurette Fugain: Grant, Grant Other; Institut National du Cancer (INCa): Grant, Grant Other; Association pour la recherche contre le Cancer (ARC): Grant, Grant Other; AGIOS: Grant Other.


Blood ◽  
2014 ◽  
Vol 124 (21) ◽  
pp. 3734-3734 ◽  
Author(s):  
Erica Hansen ◽  
Cyril Quivoron ◽  
Kim Straley ◽  
René M Lemieux ◽  
Janeta Popovici-Muller ◽  
...  

Abstract Point mutations in isocitrate dehydrogenase (IDH) define distinct subsets of acute myelogenous leukemia (AML). IDH is a metabolic enzyme that interconverts isocitrate and α-ketoglutarate (α-KG), but cancer-associated point mutations in IDH1 and IDH2 confer a neomorphic activity that allows reduction of α-KG to the oncometabolite R-2-hydroxyglutarate (2-HG). High levels of 2-HG have been shown to inhibit α-KG-dependent dioxygenases including histone and DNA demethylases, which play a key role in regulating the epigenetic state of cells, but the relationship between 2-HG and oncogenesis is not completely understood. Consistent with 2-HG promoting cancer via an effect on chromatin structure, patients harboring IDH mutations display a CpG island methylator phenotype (CIMP) and several studies have shown that overexpression of IDH mutant enzymes can induce histone and DNA hypermethylation as well as block cellular differentiation. In addition, mice engineered to express IDH1-R132H in hematopoietic tissue have increased early hematopoietic progenitors, splenomegaly, anemia, hypermethylated histones and altered DNA methylation patterns similar to those found in AML patients harboring IDH1/2 mutations.[i] Taken together, these data suggest that cancer-associated IDH mutations may induce a block in cellular differentiation to promote tumorigenesis. To investigate whether selective pharmacological inhibition of the mutant IDH1 enzyme could provide an effective way to lower intracellular 2-HG levels and restore normal differentiation, we treated TF-1 cells or primary human AML patient samples expressing mutant IDH1 with AG-120, an oral, selective, first-in-class, potent IDH1 mutant inhibitor currently in phase I clinical trials. Treatment with AG-120 decreased intracellular 2-HG levels, inhibited growth factor independent proliferation and restored erythropoietin (EPO)-induced differentiation in TF-1 IDH1-R132H cells. Similarly, pharmacological inhibition of mutant IDH1 enzyme with AG-120 in primary human blast cells cultured ex vivo provided an effective way to lower intracellular 2-HG levels and induced myeloid differentiation. Taken together, these data demonstrate that AG-120 is effective at lowering 2-HG levels and restoring cellular differentiation, and support further clinical development of this compound. Figure 1: Diagnosis and karyotypes of primary AML patient samples used in ex vivo studies Figure 1:. Diagnosis and karyotypes of primary AML patient samples used in ex vivo studies PB = peripheral blood, BM = bone marrow Figure 2: Percent 2-HG remaining relative to DMSO control after 6-day treatment with AG-120 in IDH1 R132H or IDH1 R132C patient samples Figure 2:. Percent 2-HG remaining relative to DMSO control after 6-day treatment with AG-120 in IDH1 R132H or IDH1 R132C patient samples or following 6 days of treatment with control (DMSO) or AG-120 (0.5, 1.0, and 5.0 μM) Figure 3: Relative proportion of cell types in human AML bone marrow samples untreated Figure 3:. Relative proportion of cell types in human AML bone marrow samples untreated [i] M. Sasaki et al., IDH1(R132H) mutation increases murine haematopoietic progenitors and alters epigenetics. Nature 488(7413):656-9, 2012. Disclosures Hansen: Agios Pharmaceuticals: Employment, Stockholder Other. Quivoron:Institut National de la Santé Et de la Recherche Médicale (INSERM): Grant Other; Association Laurette Fugain: Grant, Grant Other; Institut National du Cancer (INCa): Grant, Grant Other; Association pour la recherche contre le Cancer (ARC): Grant, Grant Other; AGIOS: Grant Other. Straley:Agios Pharmaceuticals: Employment, Stockholder Other. Lemieux:Agios Pharmaceuticals: Employment, Stockholder Other, US20130190249 (pending) Patents & Royalties. Popovici-Muller:Agios Pharmaceuticals: Employment, Stockholder Other. Fathi:Agios Pharmaceuticals: Advisory board participation Other. Gliser:Agios Pharmaceuticals: Employment, Stockholder Other. David:Institut National de la Santé Et de la Recherche Médicale (INSERM): Grant Other; Institut National du Cancer (INCa): Grant, Grant Other; Association pour la Recherche contre le Cancer (ARC): Grant, Grant Other; Association Laurette Fugain: Grant, Grant Other; AGIOS: Grant Other. Bernard:Institut National de la Santé Et de la Recherche Médicale (INSERM): Grant Other; Association Laurette Fugain: Grant, Grant Other; Institut National du Cancer (INCa): Grant, Grant Other; Ligue Nationale contre le cancer (LNCC): Grant, Grant Other; AGIOS: Grant Other. Dorsch:Agios Pharmaceuticals: Employment, Stockholder Other. Yang:Agios Pharmaceuticals: Employment, Stockholder Other. Su:Agios Pharmaceuticals: Employment, Stockholder Other. Agresta:Agios Pharmaceuticals: Employment, Stockholder Other. de Botton:AGIOS: Grant Other. Penard-Lacronique:Institut National de la Santé Et de la Recherche Médicale (INSERM): Grant Other; Association Laurette Fugain: Grant, Grant Other; Institut National du Cancer (INCa): Grant, Grant Other; Association pour la recherche contre le Cancer (ARC): Grant, Grant Other; AGIOS: Grant Other. Yen:Agios Pharmaceuticals: Employment, Stockholder Other.


2012 ◽  
Vol 30 (15_suppl) ◽  
pp. 8591-8591 ◽  
Author(s):  
Celeste Lebbe ◽  
Caroline Robert ◽  
Brigitte Dreno ◽  
Luc Thomas ◽  
Jean Jacques Grob ◽  
...  

8591 Background: V, a selective BRAF inhibitor, significantly improves OS in BRAF mutated mM. ATU is an exceptional measure making available drugs that have not yet been granted a Marketing Authorisation. We provide demographic data of pts treated by V in the ATU. Methods: V 960 mg BID was given to pts with unresectable stage IIIC or IV BRAF V600E mM. Genotyping was done on the national network of molecular genetics platforms funded by the Institut National du Cancer. Data were prospectively collected. Results: From Apr 2011 to Jan 2012, 83 sites enrolled 507 pts. 80% were treated by oncodermatologists. Pts characteristics at baseline are summarized below. Safety and efficacy data are being evaluated. Conclusions: Around 2 out of 3 patients with a BRAF mutated mM were enrolled in France in the ATU highlighting a large access to BRAF genotyping and to V. Demographic data differs from literature and clinical trials for: site of primary melanoma (reverse trunk/extremity ratio) and inclusion of pts with brain metastasis or PS>2 (excluded in CT). A high number of pts had risk factors for NMSC emphasizing the importance of the communication between oncologists and dermatologists for managing V therapy. [Table: see text]


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