a single trait permits xylose utilization and ...a single trait permits xylose utilization and...

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A single trait permits xylose utilization and transcription of the endogenous xylose pathway in natural Saccharomyces yeasts Jared Wenger, Katja Schwartz, and Gavin Sherlock Department of Genetics, Stanford University Abstract The production of renewable energy is of critical importance to the global economy and for the reduction of atmospheric accumulation of greenhouse gases. A key element of the renewable energy equation is fuel ethanol. Currently, fuel ethanol is produced by fermentation of hexoses found in sugar cane (Brazil), or corn (US), using Saccharomyes cerevisiae. However, current practices based on food production models do not maximize energy yield or green house gas benefits (because they use fossil fuels), have the potential to drive up food costs, and are not economically competitive with fossil fuels at today’s energy prices. Production of ethanol from more abundant pentoses such as xylose, which is found in hemicellulosic biomass, would have a marked impact on the viability of ethanol as a renewable fuel source. To this end, we have identified naturally occurring xylose metabolic phenotypes in various Saccharomyces sensu stricto yeasts. In some of these strains, the xylose "positive" phenotype segregates as a single trait, the gene for which we have coarsely mapped, while in others it appears to be more complex. Gene expression microarray data show that these strains are capable of regulating components of the putative xylose pathway in response to xylose as the sole carbon source. Xylose negative strains do not show this transcriptional response. This suggests that these strains may be capable of using an endogenous, but normally non-functional, xylose metabolic pathway to shunt this sugar into the pentose phosphate pathway. Identification of naturally occurring xylose metabolic phenotypes The Sherlock Lab’s strain collection, which includes many Saccharomyces sensu stricto yeasts from vineyards, breweries, and bakeries around the world, was screened for ability to grow on xylose as the sole carbon source. Our screen (done by Katja Schwartz) assays for growth over ~3 days (increase in optical density) in minimal or YP-based media with 2% xylose. We can screen a large number of strains at once using a TECAN 96-well plate reader. The phenotypes we have identified are very modest, but are reproducible both in the TECAN and in larger batch cultures. One tetrad (see below for more details) scored for growth over ~3 days in YP- based media + 2% xylose A Simi Valley wine strain was one of a few strains identified in a screen of over 400 Saccharomyces isolates that can utilize xylose. The phenotype segregates as a single genetic trait, but the locus responsible remains unidentified. The same locus appears to be responsible for xylose utilization in unrelated yeasts. A single locus is responsible for xylose utilization in a Simi Valley wine yeast Xylose isomerase D-Xylose Xylulose-5-P D-Xylulose Xylitol ATP ADP Xylulokinase XKS1 NAD + NADH + H + Xylitol dehydrogenase XYL2, SOR1, SOR2 NADPH + H + NADP + Xylose reductase GRE3, GCY1, YPR1, YJR096W, YDL124W Pentose Phosphate Pathway Canonical xylose pathway and putative Saccharomyces enzymes Positive and negative strains (in triplicate) were grown in minimal media with or without xylose for 3 days, and microarrays were done on samples taken every 8 hours. 72 hour microarray time course to determine transcriptional response of “xylose positive” (and negative) Most genes in the endogenous xylose pathway are up regulated in the positive strain, in the presence of xylose. The following heatmap displays the average of 3 independent biological replicates for each time point (from 0 to 72hrs). + , no carbon - , nc -, xylose + , xylose Carbohydrate transport and glycolysis identified as up regulated by iterative Group Analysis (iGA) in the Positive strain (in xylose) iGA uses a ranked list of each feature on the array to determine which groups are significantly represented in the list. Significance analysis was used to give each gene a “slope” across the timecourse, or simply a score in a 2 class comparison of xylose vs. no carbon. (iGA - BMC Bioinformatics. 2004; 5: 34. SAM - PNAS. 2001; 98: 5116-5121) spliceosome cytochrome-c oxidase activty mRNA processing cell wall Down regulated groups pyruvate hydratase (ERR1-3) small ribosomal subunit biotin biosynthesis Glycolysis (G-3-P dehydrogenase activity) carbohydrate transport (HXT10, 14-17) Up regulated groups Positive (xylose vs. nc) Positive (xylose timecourse) Individual deletions and combinations reveal the endogenous genes contributing to the functionality of the xylose pathway Growth was assessed by calculating a slope in the linear range for growth in minimal (xylose - nc). t-tests compare deletion to positive. Error bars show standard error of the mean. XKS1 is epistatic to other genes in the pathway. The only XR’s that appear to be necessary in combination are GCY1 and GRE3. (* = p < .05) C. Multiple B. Xylitol Dehydrogenases / XKS1 A. Xylose Reductases Funding: Stanford GCEP (Global Climate and Energy Project), NIH Training Grant Conclusions We have identified naturally occurring yeast strains that are capable of utilizing their endogenous xylose metabolic pathway to grow slowly in the presence of xylose as the sole carbon source. The trait which is responsible for this phenotype is, currently, not known, but we have mapped it to the right arm of chromosome 15 and we are working to clone it. I am using genetic and genomic approaches to understand how a yeast strain, in the presence of this trait, is otherwise capable of utilizing xylose. * * * * * * * * *

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Page 1: A single trait permits xylose utilization and ...A single trait permits xylose utilization and transcription of the endogenous xylose pathway in natural Saccharomyces yeasts Jared

A single trait permits xylose utilization and transcription of theendogenous xylose pathway in natural Saccharomyces yeasts

Jared Wenger, Katja Schwartz, and Gavin SherlockDepartment of Genetics, Stanford University

AbstractThe production of renewable energy is of critical importance to the global economyand for the reduction of atmospheric accumulation of greenhouse gases. A keyelement of the renewable energy equation is fuel ethanol. Currently, fuel ethanol isproduced by fermentation of hexoses found in sugar cane (Brazil), or corn (US),using Saccharomyes cerevisiae. However, current practices based on foodproduction models do not maximize energy yield or green house gas benefits(because they use fossil fuels), have the potential to drive up food costs, and are noteconomically competitive with fossil fuels at today’s energy prices. Production ofethanol from more abundant pentoses such as xylose, which is found inhemicellulosic biomass, would have a marked impact on the viability of ethanol as arenewable fuel source. To this end, we have identified naturally occurring xylosemetabolic phenotypes in various Saccharomyces sensu stricto yeasts. In some ofthese strains, the xylose "positive" phenotype segregates as a single trait, the genefor which we have coarsely mapped, while in others it appears to be more complex.Gene expression microarray data show that these strains are capable of regulatingcomponents of the putative xylose pathway in response to xylose as the solecarbon source. Xylose negative strains do not show this transcriptional response.This suggests that these strains may be capable of using an endogenous, butnormally non-functional, xylose metabolic pathway to shunt this sugar into thepentose phosphate pathway.

Identification of naturally occurring xylose metabolic phenotypesThe Sherlock Lab’s strain collection, which includes many Saccharomyces sensustricto yeasts from vineyards, breweries, and bakeries around the world, wasscreened for ability to grow on xylose as the sole carbon source. Our screen(done by Katja Schwartz) assays for growth over ~3 days (increase in opticaldensity) in minimal or YP-based media with 2% xylose. We can screen a largenumber of strains at once using a TECAN 96-well plate reader. The phenotypeswe have identified are very modest, but are reproducible both in the TECAN and inlarger batch cultures.

One tetrad (see below for more details)scored for growth over ~3 days in YP-based media + 2% xylose

A Simi Valley wine strainwas one of a few strainsidentified in a screen ofover 400 Saccharomycesisolates that can utilizexylose. The phenotypesegregates as a singlegenetic trait, but the locusresponsible remainsunidentified. The samelocus appears to beresponsible for xyloseutilization in unrelatedyeasts.

A single locus is responsible for xylose utilization in aSimi Valley wine yeast

Xylose isomerase

D-Xylose

Xylulose-5-P

D-Xylulose

Xylitol

ATP

ADP

XylulokinaseXKS1

NAD+

NADH + H+

Xylitol dehydrogenaseXYL2, SOR1, SOR2

NADPH + H+

NADP+

Xylose reductaseGRE3, GCY1, YPR1,YJR096W, YDL124W

Pentose Phosphate Pathway

Canonical xylose pathway and putative Saccharomyces enzymes

Positive and negative strains (in triplicate) were grown in minimal media with orwithout xylose for 3 days, and microarrays were done on samples taken every 8hours.

72 hour microarray time course to determine transcriptional responseof “xylose positive” (and negative)

Most genes in the endogenous xylose pathway are up regulated in the positive strain,in the presence of xylose. The following heatmap displays the average of 3independent biological replicates for each time point (from 0 to 72hrs).

+ , no carbon - , nc-, xylose+ , xylose

Carbohydrate transport and glycolysis identified as up regulated byiterative Group Analysis (iGA) in the Positive strain (in xylose)

iGA uses a ranked list of each feature on the array to determine which groups aresignificantly represented in the list. Significance analysis was used to give eachgene a “slope” across the timecourse, or simply a score in a 2 class comparison ofxylose vs. no carbon. (iGA - BMC Bioinformatics. 2004; 5: 34. SAM - PNAS. 2001;98: 5116-5121)

spliceosomecytochrome-c oxidase activty

mRNA processingcell wallDown

regulatedgroups

pyruvate hydratase (ERR1-3)small ribosomal subunit

biotin biosynthesis

Glycolysis (G-3-P dehydrogenase activity)carbohydrate transport (HXT10, 14-17)Up regulated

groups

Positive (xylose vs. nc)Positive (xylose timecourse)

Individual deletions and combinations reveal the endogenous genescontributing to the functionality of the xylose pathway

Growth was assessed by calculating aslope in the linear range for growth inminimal (xylose - nc). t-tests comparedeletion to positive. Error bars showstandard error of the mean. XKS1 isepistatic to other genes in the pathway.The only XR’s that appear to benecessary in combination are GCY1and GRE3. (* = p < .05)

C. Multiple

B. Xylitol Dehydrogenases / XKS1A. Xylose Reductases

Funding: Stanford GCEP (Global Climate and Energy Project), NIH Training Grant

Conclusions

We have identified naturally occurring yeast strains that are capable of utilizingtheir endogenous xylose metabolic pathway to grow slowly in the presence ofxylose as the sole carbon source. The trait which is responsible for thisphenotype is, currently, not known, but we have mapped it to the right arm ofchromosome 15 and we are working to clone it.I am using genetic and genomic approaches to understand how a yeast strain,in the presence of this trait, is otherwise capable of utilizing xylose.

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