Systems biology analysis of theClostridioides difficilecore-genome contextualizes microenvironmental evolutionary pressures leading to genotypic and phenotypic divergence
NPJ SYSTEMS BIOLOGY AND APPLICATIONS
Authors: Norsigian, Charles J.; Danhof, Heather A.; Brand, Colleen K.; Oezguen, Numan; Midani, Firas S.; Palsson, Bernhard O.; Savidge, Tor C.; Britton, Robert A.; Spinler, Jennifer K.; Monk, Jonathan M.
Abstract
Hospital acquiredClostridioides(Clostridium)difficileinfection is exacerbated by the continued evolution ofC. difficilestrains, a phenomenon studied by multiple laboratories using stock cultures specific to each laboratory. Intralaboratory evolution of strains contributes to interlaboratory variation in experimental results adding to the challenges of scientific rigor and reproducibility. To explore how microevolution ofC. difficilewithin laboratories influences the metabolic capacity of an organism, three different laboratory stock isolates of theC. difficile630 reference strain were whole-genome sequenced and profiled in over 180 nutrient environments using phenotypic microarrays. The results identified differences in growth dynamics for 32 carbon sources including trehalose, fructose, and mannose. An updated genome-scale model forC. difficile630 was constructed and used to contextualize the 28 unique mutations observed between the stock cultures. The integration of phenotypic screens with model predictions identified pathways enabling catabolism of ethanolamine, salicin, arbutin, and N-acetyl-galactosamine that differentiated individualC. difficile630 laboratory isolates. The reconstruction was used as a framework to analyze the core-genome of 415 publicly availableC. difficilegenomes and identify areas of metabolism prone to evolution within the species. Genes encoding enzymes and transporters involved in starch metabolism and iron acquisition were more variable whileC. difficiledistinct metabolic functions like Stickland fermentation were more consistent. A substitution in the trehalose PTS system was identified with potential implications in strain virulence. Thus, pairing genome-scale models with large-scale physiological and genomic data enables a mechanistic framework for studying the evolution of pathogens within microenvironments and will lead to predictive modeling to combat pathogen emergence.
DNA FISH Diagnostic Assay on Cytological Samples of Thyroid Follicular Neoplasms dagger
CANCERS
Authors: Vielh, Philippe; Balogh, Zsofia; Suciu, Voichita; Richon, Catherine; Job, Bastien; Meurice, Guillaume; Valent, Alexander; Lacroix, Ludovic; Marty, Virginie; Motte, Nelly; Dessen, Philippe; Caillou, Bernard; Ghuzlan, Abir Al; Bidart, Jean-Michel; Lazar, Vladimir; Hofman, Paul; Scoazec, Jean-Yves; El-Naggar, Adel K.; Schlumberger, Martin
Abstract
Simple Summary Cytopathology cannot distinguish benign from malignant follicular lesions in 20-30% of cases. These indeterminate cases includes the so-called follicular neoplasms (FNs) according to The Bethesda System for Reporting Thyroid Cytopathology. Frozen samples from 66 classic follicular adenomas (cFAs) and carcinomas (cFTCs) studied by array-comparative genomic hybridization identified three specific alterations of cFTCs (losses of 1p36.33-35.1 and 22q13.2-13.31, and gain of whole chromosome X) confirmed by fluorescent in situ hybridization (FISH) in a second independent series of 60 touch preparations from frozen samples of cFAs and cFTCs. In a third independent set of 27 cases of already stained pre-operative fine-needle aspiration cytology samples diagnosed as FNs and histologically verified, FISH analysis using these three markers identified half of cFTCs. Specificity of our assay for identifying cFTCs is higher than 98% which might be comparable withBRAF(600E)testing in cases of suspicion of classic papillary thyroid carcinomas. Although fine-needle aspiration cytology (FNAC) is helpful in determining whether thyroid nodules are benign or malignant, this distinction remains a cytological challenge in follicular neoplasms. Identification of genomic alterations in cytological specimens with direct and routine techniques would therefore have great clinical value. A series of 153 cases consisting of 72 and 81 histopathologically confirmed classic follicular adenomas (cFAs) and classic follicular thyroid carcinomas (cFTCs), respectively, was studied by means of different molecular techniques in three different cohorts of patients (pts). In the first cohort (training set) of 66 pts, three specific alterations characterized by array comparative genomic hybridization (aCGH) were exclusively found in half of cFTCs. These structural abnormalities corresponded to losses of 1p36.33-35.1 and 22q13.2-13.31, and gain of whole chromosome X. The second independent cohort (validation set) of 60 pts confirmed these data on touch preparations of frozen follicular neoplasms by triple DNA fluorescent in situ hybridization using selected commercially available probes. The third cohort, consisting of 27 archived cytological samples from an equal number of pts that had been obtained for preoperative FNAC and morphologically classified as and histologically verified to be follicular neoplasms, confirmed our previous findings and showed the feasibility of the DNA FISH (DNA fluorescent in situ hybridization) assay. All together, these data suggest that our triple DNA FISH diagnostic assay may detect 50% of cFTCs with a specificity higher than 98% and be useful as a low-cost adjunct to cytomorphology to help further classify follicular neoplasms on already routinely stained cytological specimens.