Luck, C. | bioRxiv Science

bioRxiv2021

Transcriptional fidelity enhances cancer cell line selection in pediatric cancers

Multi-omic technologies have allowed for comprehensive profiling of patient-derived tumor samples and the cell lines that are intended to model them. Yet, our understanding of how cancer cell lines reflect native pediatric cancers in the age of molecular subclassification remains unclear and represents a clinical unmet need. Here we use Treehouse public data to provide an RNA-seq driven analysis of 799 cancer cell lines, focusing on how well they correlate to 1,655 pediatric tumor samples spanning 12 tumor types. For each tumor type we present a ranked list of the most representative cell lines based on correlation of their transcriptomic profiles to those of the tumor. We found that most (8/12) tumor types best correlated to a cell line of the closest matched disease type. We furthermore showed that inferred molecular subtype differences in medulloblastoma significantly impacted correlation between medulloblastoma tumor samples and cell lines. Our results are available as an interactive web application to help researchers select cancer cell lines that more faithfully recapitulate pediatric cancer.

cancer biology↗

bioRxiv2020

Atypical molecular basis for drug resistance to mitochondrial function inhibitors in Plasmodium falciparum

The continued emergence of drug-resistant Plasmodium falciparum parasites hinders global attempts to eradicate malaria, emphasizing the need to identify new antimalarial drugs. Attractive targets for chemotherapeutic intervention are the cytochrome (cyt) bc1 complex, which is an essential component of the mitochondrial electron transport chain (mtETC) necessary for ubiquinone recycling and mitochondrially localized dihydroorotate dehydrogenase (DHODH) critical for de novo pyrimidine synthesis. Despite the essentiality of this complex, resistance to a novel acridone class of compounds targeting cyt bc1 was readily attained, resulting in a parasite strain (SB1-A6) that was pan-resistant to both mtETC and DHODH inhibitors. Here we describe the molecular mechanism behind the resistance of the SB1-A6 parasite line which lacks the common cyt bc1 point mutations characteristic of resistance to mtETC inhibitors. Using Illumina whole-genome sequencing, we have identified both a copy number variation ([~]2x) and a single-nucleotide polymorphism (C276F) associated with pfdhodh in SB1-A6. We have characterized the role of both genetic lesions by mimicking the copy number variation via episomal expression of pfdhodh and introducing the identified SNP using CRISPR/Cas9 and assessed their contributions to drug resistance. Although both of these genetic polymorphisms have been previously identified as contributing to both DSM-1 (1) and atovaquone resistance (2, 3), SB1-A6 represents a unique genotype in which both alterations are present in a single line, suggesting that the combination contributes to the pan-resistant phenotype. This novel mechanism of resistance to mtETC inhibition has critical implications for the development of future drugs targeting the bc1 complex or de novo pyrimidine synthesis that could help guide future anti-malarial combination therapies and reduce the rapid development of drug resistance in the field.

microbiology↗