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1.
Nat Cancer ; 2(8): 835-852, 2021 08.
Article in English | MEDLINE | ID: mdl-34734190

ABSTRACT

Comparison of intratumor genetic heterogeneity in cancer at diagnosis and relapse suggests that chemotherapy induces bottleneck selection of subclonal genotypes. However, evolutionary events subsequent to chemotherapy could also explain changes in clonal dominance seen at relapse. We, therefore, investigated the mechanisms of selection in childhood B-cell precursor acute lymphoblastic leukemia (BCP-ALL) during induction chemotherapy where maximal cytoreduction occurs. To distinguish stochastic versus deterministic events, individual leukemias were transplanted into multiple xenografts and chemotherapy administered. Analyses of the immediate post-treatment leukemic residuum at single-cell resolution revealed that chemotherapy has little impact on genetic heterogeneity. Rather, it acts on extensive, previously unappreciated, transcriptional and epigenetic heterogeneity in BCP-ALL, dramatically reducing the spectrum of cell states represented, leaving a genetically polyclonal but phenotypically uniform population with hallmark signatures relating to developmental stage, cell cycle and metabolism. Hence, canalization of cell state accounts for a significant component of bottleneck selection during induction chemotherapy.


Subject(s)
Burkitt Lymphoma , Precursor Cell Lymphoblastic Leukemia-Lymphoma , Burkitt Lymphoma/drug therapy , Cell Cycle , Humans , Induction Chemotherapy , Precursor Cell Lymphoblastic Leukemia-Lymphoma/drug therapy , Recurrence
2.
Microb Genom ; 5(4)2019 04.
Article in English | MEDLINE | ID: mdl-30939107

ABSTRACT

Carbapenem-resistant Klebsiella pneumoniae (CRKP) increasingly cause high-mortality outbreaks in hospital settings globally. Following a patient fatality at a hospital in Beijing due to a blaKPC-2-positive CRKP infection, close monitoring was put in place over the course of 14 months to characterize all blaKPC-2-positive CRKP in circulation in the hospital. Whole genome sequences were generated for 100 isolates from blaKPC-2-positive isolates from infected patients, carriers and the hospital environment. Phylogenetic analyses identified a closely related cluster of 82 sequence type 11 (ST11) isolates circulating in the hospital for at least a year prior to admission of the index patient. The majority of inferred transmissions for these isolates involved patients in intensive care units. Whilst the 82 ST11 isolates collected during the surveillance effort all had closely related chromosomes, we observed extensive diversity in their antimicrobial resistance (AMR) phenotypes. We were able to reconstruct the major genomic changes underpinning this variation in AMR profiles, including multiple gains and losses of entire plasmids and recombination events between plasmids, including transposition of blaKPC-2. We also identified specific cases where variation in plasmid copy number correlated with the level of phenotypic resistance to drugs, suggesting that the number of resistance elements carried by a strain may play a role in determining the level of AMR. Our findings highlight the epidemiological value of whole genome sequencing for investigating multi-drug-resistant hospital infections and illustrate that standard typing schemes cannot capture the extraordinarily fast genome evolution of CRKP isolates.


Subject(s)
Carbapenem-Resistant Enterobacteriaceae/genetics , Cross Infection , Drug Resistance, Multiple, Bacterial/genetics , Klebsiella Infections , Klebsiella pneumoniae/genetics , Cross Infection/epidemiology , Cross Infection/microbiology , Disease Outbreaks , Genetic Variation , Genome, Bacterial , Humans , Klebsiella Infections/epidemiology , Klebsiella Infections/microbiology , Phylogeny , Whole Genome Sequencing/methods
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