With the wide availability of massively parallel sequencing technologies, genetic mapping has become the rate limiting step in mammalian forward genetics. Here we introduce a method for real-time identification of N-ethyl-N-nitrosourea-induced mutations that cause phenotypes in mice. All mutations are identified by whole exome G1 progenitor sequencing and their zygosity is established in G2/G3 mice before phenotypic assessment. Quantitative and qualitative traits, including lethal effects, in single or multiple combined pedigrees are then analyzed with Linkage Analyzer, a software program that detects significant linkage between individual mutations and aberrant phenotypic scores and presents processed data as Manhattan plots. As multiple alleles of genes are acquired through mutagenesis, pooled "superpedigrees" are created to analyze the effects. Our method is distinguished from conventional forward genetic methods because it permits (1) unbiased declaration of mappable phenotypes, including those that are incompletely penetrant (2), automated identification of causative mutations concurrent with phenotypic screening, without the need to outcross mutant mice to another strain and backcross them, and (3) exclusion of genes not involved in phenotypes of interest. We validated our approach and Linkage Analyzer for the identification of 47 mutations in 45 previously known genes causative for adaptive immune phenotypes; our analysis also implicated 474 genes not previously associated with immune function. The method described here permits forward genetic analysis in mice, limited only by the rates of mutant production and screening.N-ethyl-N-nitrosourea | genetic mapping | forward genetics | mutagenesis | massively parallel sequencing P henotypic variation in mice can be induced with N-ethyl-Nnitrosourea (ENU), which creates single base pair substitutions in germ line DNA. However, the positional cloning of ENU-induced mutations causative for phenotypes of interest has historically been a time-consuming process, beginning with generation of an outcrossed recombinant mapping population of phenotypically mutant and WT mice, genotyping individual mice at genetic markers across the genome to create a linkage map, and finally targeted sequencing to identify the causative mutation within the critical region. The advent of massively parallel sequencing techniques has given rise to more rapid "mapping-bysequencing" methods in which genome-wide marker genotyping and DNA sequencing are combined into a single step applied to either individual or pooled groups of organisms (1). For ENUmutagenized mice, early experiments used massively parallel sequencing for mutation identification within a critical region defined by traditional or bulk segregation mapping using recombinant mapping populations produced by outcrossing the mutant to another inbred laboratory strain and backcrossing or intercrossing a second time (2-4). Later reports demonstrated mapping with the identified sequence variants themselves as markers, which eliminated...

Significance Melanoma metastasis is limited by oxidative stress. Cells that enter the blood experience high levels of reactive oxygen species and usually die of ferroptosis. We found that melanoma cells become more dependent upon the oxidative pentose phosphate pathway to manage oxidative stress during metastasis. When pentose phosphate pathway function was impaired by reduced glucose 6-phosphate dehydrogenase ( G6PD ) function, melanoma cells increased malic enzyme activity and glutamine consumption. Melanoma cells thus have redundant and layered protection against oxidative stress.

Most kidney cancers display evidence of metabolic dysfunction1–4but how this relates to cancer progression in humans is unknown. We used a multidisciplinary approach to infuse13C-labeled nutrients during surgical tumour resection in over 70 patients with kidney cancer. Labeling from [U-13C]glucose varies across cancer subtypes, indicating that the kidney environment alone cannot account for all metabolic reprogramming in these tumours. Compared to the adjacent kidney, clear cell renal cell carcinomas (ccRCC) display suppressed labelling of tricarboxylic acid (TCA) cycle intermediates in vivo and in organotypic slices cultured ex vivo, indicating that suppressed labeling is tissue intrinsic. Infusions of [1,2-13C]acetate and [U-13C]glutamine in patients, coupled with respiratory flux of mitochondria isolated from kidney and tumour tissue, reveal primary defects in mitochondrial function in human ccRCC. However, ccRCC metastases unexpectedly have enhanced labeling of TCA cycle intermediates compared to primary ccRCCs, indicating a divergent metabolic program during ccRCC metastasis in patients. In mice, stimulating respiration in ccRCC cells is sufficient to promote metastatic colonization. Altogether, these findings indicate that metabolic properties evolve during human kidney cancer progression, and suggest that mitochondrial respiration may be limiting for ccRCC metastasis but not for ccRCC growth at the site of origin.

Escherichia coli grown in chemically defined iron-deficient media or in fluids containing the iron-binding proteins transferrin, lactoferrin, or ovotransferrin have well-characterized alterations in the chromatographic properties of tRNA's containing the modified nucleoside 2-methylthio-N6-(A2-isopentenyl)-adenosine. The present work shows that similar tRNA alterations occur in E. coli 0111 recovered from the peritoneal cavities of lethally infected guinea pigs and rabbits. Adding iron to these in vivo-grown bacteria resulted in the rapid conversion of chromatographically abnormal tRNA's to the normal species. The work strongly suggests that host iron-binding proteins, present in mucosal and other secretions, can affect the metabolism of invading organisms. The idea that the tRNA alterations are connected with the adaptation of E. coli to growth under the iron restricted conditions imposed by iron-binding proteins in tissue fluids, and thus with bacterial pathogenicity, is therefore made particularly attractive.

The pentose phosphate pathway is a major source of NADPH for oxidative stress resistance in cancer cells but there is limited insight into its role in metastasis, when some cancer cells experience high levels of oxidative stress. To test this, we mutated the substrate binding site of Glucose-6-phosphate dehydrogenase (G6PD), which catalyzes the first step of the pentose phosphate pathway, in patient-derived melanomas. G6PD mutant melanomas had significantly decreased G6PD enzymatic activity and depletion of intermediates in the oxidative branch of the pentose phosphate pathway. Reduced G6PD function had little effect on the formation of primary subcutaneous tumors but when these tumors spontaneously metastasized the frequency of circulating melanoma cells in the blood and metastatic disease burden were significantly reduced. G6PD mutant melanomas exhibited increased levels of reactive oxygen species (ROS), decreased NADPH levels, and depleted glutathione as compared to control melanomas. G6PD mutant melanomas compensated for this increase in oxidative stress by increasing the production of NADPH through glutaminolysis. This generated a new metabolic vulnerability as G6PD mutant melanomas were more dependent upon glutamine as compared to control melanomas. The oxidative pentose phosphate pathway and compensatory glutaminolysis thus confer layered protection against oxidative stress during metastasis.SignificanceMelanoma metastasis is limited by oxidative stress. Cells that enter the blood experience high levels of ROS and usually die of ferroptosis. We found that melanoma cells become more dependent upon the oxidative branch of the pentose phosphate pathway to manage oxidative stress during metastasis. When pentose phosphate pathway function was disabled by G6PD mutation, the melanoma cells increased their utilization of malic enzyme, fueled by increased consumption of glutamine in the tricarboxylic acid cycle. Melanoma cells thus have redundant and layered protection against oxidative stress.