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1.
MethodsX ; 10: 102162, 2023.
Article in English | MEDLINE | ID: mdl-37091954

ABSTRACT

Quantifying the digestibility of proteins in cereal grain is important for assessing and improving the nutritional quality of the grain after ingestion. This trait is particularly important for sorghum since the grain protein is known to be less digestible after wet cooking compared to other cereals. The reduced digestibility contributes to malnutrition in regions where sorghum is consumed as a staple food. We describe here a modified, high-throughput protocol to quantify pepsin-digestible proteins in sorghum grain before and after cooking. The protocol includes three basic steps: •grinding and cooking the sorghum into a small porridge for 20 min,•digesting the porridge with pepsin for at least 2 h,•extracting and assaying the protein extract. This method closely resembles the reality of sorghum usage as food and feed, can be scaled to process large numbers of samples and can be adapted for use with other cereal crops. This protocol requires only basic lab equipment and expertise, and one person can easily process 280 samples (140 accessions) in 7-8 h.

2.
Plant Direct ; 6(5): e404, 2022 May.
Article in English | MEDLINE | ID: mdl-35647479

ABSTRACT

The precise detection of causal DNA mutations (deoxyribonucleic acid) is very crucial for forward genetic studies. Several sources of errors contribute to false-positive detections by current variant-calling algorithms, which impact associating phenotypes with genotypes. To improve the accuracy of mutation detection, we implemented a binning method for the accurate detection of likely ethyl methanesulfonate (EMS)-induced mutations in a sequenced mutant population. We also implemented a clustering algorithm for detecting likely false negatives with high accuracy. Sorghum bicolor is a very valuable crop species with tremendous potential for uncovering novel gene functions associated with highly desirable agronomical traits. We demonstrate the precision of the described approach in the detection of likely EMS-induced mutations from the publicly available low-cost sequencing of the M3 generation from 600 sorghum BTx623 mutants. The approach detected 3,274,606 single nucleotide polymorphisms (SNPs), of which 96% (3,141,908) were G/C to A/T DNA substitutions, as expected by EMS-mutagenesis mode of action. We demonstrated the general applicability of the described method and showed a high concordance, 94% (3,074,759) SNPs overlap between SAMtools-based and GATK-based variant-calling algorithms. Our clustering algorithm uncovered evidence for an additional 223,048 likely false-negative shared EMS-induced mutations. The final 3,497,654 SNPs represent an 87% increase in SNPs detected from the previous analysis of the mutant population, with an average of one SNP per 125 kb in the sorghum genome. Annotation of the final SNPs revealed 10,263 high-impact and 136,639 moderate-impact SNPs, including 7217 stop-gained mutations, which averages 12 stop-gained mutations per mutant, and four high- or medium-impact SNPs per sorghum gene. We have implemented a public search database for this new genetic resource of 30,285 distinct sorghum genes containing medium- or high-impact EMS-induced mutations. Seedstock for a select 486 of the 600 described mutants are publicly available in the Germplasm Resources Information Network (GRIN) database.

3.
G3 (Bethesda) ; 11(7)2021 07 14.
Article in English | MEDLINE | ID: mdl-36351283

ABSTRACT

The nuclear pore complex (NPC) regulates the movement of macromolecules between the nucleus and cytoplasm. Dysfunction of many components of the NPC results in human genetic diseases, including triple A syndrome (AAAS) as a result of mutations in ALADIN. Here, we report a nonsense mutation in the maize ortholog, aladin1 (ali1-1), at the orthologous amino acid residue of an AAAS allele from humans, alters plant stature, tassel architecture, and asymmetric divisions of subsidiary mother cells (SMCs). Crosses with the stronger nonsense allele ali1-2 identified complex allele interactions for plant height and aberrant SMC division. RNA-seq analysis of the ali1-1 mutant identified compensatory transcript accumulation for other NPC components as well as gene expression consequences consistent with conservation of ALADIN1 functions between humans and maize. These findings demonstrate that ALADIN1 is necessary for normal plant development, shoot architecture, and asymmetric cell division in maize.


Subject(s)
Nuclear Pore , Zea mays , Humans , Zea mays/physiology , Nuclear Pore/genetics , Nuclear Pore/metabolism , Asymmetric Cell Division , Cell Division/genetics , Mutation , Plant Proteins/genetics , Plant Proteins/metabolism
4.
Theor Appl Genet ; 132(12): 3357-3374, 2019 Dec.
Article in English | MEDLINE | ID: mdl-31624872

ABSTRACT

KEY MESSAGE: Seven novel alleles of SBEIIb and one allele of SSIIa co-segregated with the ASV phenotype and contributed to distinct starch quality traits important for food-processing applications. Sorghum is an important food crop for millions of people in Africa and Asia. Whole-genome re-sequencing of sorghum EMS mutants exhibiting an alkali spreading value (ASV) phenotype revealed candidate SNPs in Sobic.004G163700 and Sobic.010G093400. Comparative genomics identified Sobic.010G093400 as a starch synthase IIa and Sobic.004G163700 as a starch branching enzyme IIb. Segregation analyses showed that mutations in Sobic.010G093400 or Sobic.004G163700 co-segregated with the ASV phenotype. Mutants in SSIIa exhibited no change in amylose content but expressed lower final viscosity and lower starch gelatinization temperature (GT) than starches from non-mutant plants. The sbeIIb mutants exhibited significantly higher amylose levels and starch GT and lower viscosity compared to non-mutant starches and ssIIa mutants. Mutations in SBEIIb had a dosage-dependent effect on amylose content. Double mutants of sbeIIb and ssIIa resembled their sbeIIb parent in amylose content, starch thermal properties and viscosity profiles. These variants will provide opportunities to produce sorghum varieties with modified starch end-use qualities important for the beer brewing and baking industries and specialty foods for humans with diabetes.


Subject(s)
Amylose/analysis , Flour/analysis , Sorghum/genetics , Starch/analysis , 1,4-alpha-Glucan Branching Enzyme/genetics , Alkalies , Alleles , DNA Mutational Analysis , Gene Dosage , Mutation , Phenotype , Plant Proteins/genetics , Polymorphism, Single Nucleotide , Sequence Alignment , Starch Synthase/genetics , Viscosity
5.
Mol Plant ; 12(9): 1278-1293, 2019 09 02.
Article in English | MEDLINE | ID: mdl-31102785

ABSTRACT

To sustain plant growth, development, and crop yield, sucrose must be transported from leaves to distant parts of the plant, such as seeds and roots. To identify genes that regulate sucrose accumulation and transport in maize (Zea mays), we isolated carbohydrate partitioning defective33 (cpd33), a recessive mutant that accumulated excess starch and soluble sugars in mature leaves. The cpd33 mutants also exhibited chlorosis in the leaf blades, greatly diminished plant growth, and reduced fertility. Cpd33 encodes a protein containing multiple C2 domains and transmembrane regions. Subcellular localization experiments showed the CPD33 protein localized to plasmodesmata (PD), the plasma membrane, and the endoplasmic reticulum. We also found that a loss-of-function mutant of the CPD33 homolog in Arabidopsis, QUIRKY, had a similar carbohydrate hyperaccumulation phenotype. Radioactively labeled sucrose transport assays showed that sucrose export was significantly lower in cpd33 mutant leaves relative to wild-type leaves. However, PD transport in the adaxial-abaxial direction was unaffected in cpd33 mutant leaves. Intriguingly, transmission electron microscopy revealed fewer PD at the companion cell-sieve element interface in mutant phloem tissue, providing a possible explanation for the reduced sucrose export in mutant leaves. Collectively, our results suggest that CPD33 functions to promote symplastic transport into sieve elements.


Subject(s)
Plant Leaves/metabolism , Sucrose/metabolism , Zea mays/metabolism , Biological Transport/genetics , Biological Transport/physiology , Gene Expression Regulation, Plant/genetics , Gene Expression Regulation, Plant/physiology , Phloem/metabolism , Plasmodesmata/metabolism
6.
G3 (Bethesda) ; 8(3): 1079-1094, 2018 03 02.
Article in English | MEDLINE | ID: mdl-29378822

ABSTRACT

The accurate detection of induced mutations is critical for both forward and reverse genetics studies. Experimental chemical mutagenesis induces relatively few single base changes per individual. In a complex eukaryotic genome, false positive detection of mutations can occur at or above this mutagenesis rate. We demonstrate here, using a population of ethyl methanesulfonate (EMS)-treated Sorghum bicolor BTx623 individuals, that using replication to detect false positive-induced variants in next-generation sequencing (NGS) data permits higher throughput variant detection with greater accuracy. We used a lower sequence coverage depth (average of 7×) from 586 independently mutagenized individuals and detected 5,399,493 homozygous single nucleotide polymorphisms (SNPs). Of these, 76% originated from only 57,872 genomic positions prone to false positive variant calling. These positions are characterized by high copy number paralogs where the error-prone SNP positions are at copies containing a variant at the SNP position. The ability of short stretches of homology to generate these error-prone positions suggests that incompletely assembled or poorly mapped repeated sequences are one driver of these error-prone positions. Removal of these false positives left 1,275,872 homozygous and 477,531 heterozygous EMS-induced SNPs, which, congruent with the mutagenic mechanism of EMS, were >98% G:C to A:T transitions. Through this analysis, we generated a collection of sequence indexed mutants of sorghum. This collection contains 4035 high-impact homozygous mutations in 3637 genes and 56,514 homozygous missense mutations in 23,227 genes. Each line contains, on average, 2177 annotated homozygous SNPs per genome, including seven likely gene knockouts and 96 missense mutations. The number of mutations in a transcript was linearly correlated with the transcript length and also the G+C count, but not with the GC/AT ratio. Analysis of the detected mutagenized positions identified CG-rich patches, and flanking sequences strongly influenced EMS-induced mutation rates. This method for detecting false positive-induced mutations is generally applicable to any organism, is independent of the choice of in silico variant-calling algorithm, and is most valuable when the true mutation rate is likely to be low, such as in laboratory-induced mutations or somatic mutation detection in medicine.


Subject(s)
Genome, Plant , Genomics , Mutation , Sorghum/genetics , Chromosome Mapping , Computational Biology/methods , Genomics/methods , Genotype , Humans , INDEL Mutation , Molecular Sequence Annotation , Mutagenesis , Nucleotide Motifs , Polymorphism, Single Nucleotide , Reproducibility of Results , Sequence Analysis, DNA , Whole Genome Sequencing
7.
Plant Physiol ; 165(4): 1475-1487, 2014 Aug.
Article in English | MEDLINE | ID: mdl-24972714

ABSTRACT

Biotechnological approaches to reduce or modify lignin in biomass crops are predicated on the assumption that it is the principal determinant of the recalcitrance of biomass to enzymatic digestion for biofuels production. We defined quantitative trait loci (QTL) in the Intermated B73 × Mo17 recombinant inbred maize (Zea mays) population using pyrolysis molecular-beam mass spectrometry to establish stem lignin content and an enzymatic hydrolysis assay to measure glucose and xylose yield. Among five multiyear QTL for lignin abundance, two for 4-vinylphenol abundance, and four for glucose and/or xylose yield, not a single QTL for aromatic abundance and sugar yield was shared. A genome-wide association study for lignin abundance and sugar yield of the 282-member maize association panel provided candidate genes in the 11 QTL of the B73 and Mo17 parents but showed that many other alleles impacting these traits exist among this broader pool of maize genetic diversity. B73 and Mo17 genotypes exhibited large differences in gene expression in developing stem tissues independent of allelic variation. Combining these complementary genetic approaches provides a narrowed list of candidate genes. A cluster of SCARECROW-LIKE9 and SCARECROW-LIKE14 transcription factor genes provides exceptionally strong candidate genes emerging from the genome-wide association study. In addition to these and genes associated with cell wall metabolism, candidates include several other transcription factors associated with vascularization and fiber formation and components of cellular signaling pathways. These results provide new insights and strategies beyond the modification of lignin to enhance yields of biofuels from genetically modified biomass.

8.
DNA Repair (Amst) ; 10(10): 1023-33, 2011 Oct 10.
Article in English | MEDLINE | ID: mdl-21889425

ABSTRACT

The transposases of DNA transposable elements catalyze the excision of the element from the host genome, but are not involved in the repair of the resulting double-strand break. To elucidate the role of various host DNA repair and damage response proteins in the repair of the hairpin-ended double strand breaks (DSBs) generated during excision of the maize Ac element in Arabidopsis thaliana, we deep-sequenced hundreds of thousands of somatic excision products from a variety of repair- or response-defective mutants. We find that each of these repair/response defects negatively affects the preservation of the ends, resulting in an enhanced frequency of deletions, insertions, and inversions at the excision site. The spectra of the resulting repair products demonstrate, not unexpectedly, that the canonical nonhomologous end joining (NHEJ) proteins DNA ligase IV and KU70 play an important role in the repair of the lesion generated by Ac excision. Our data also indicate that auxiliary NHEJ repair proteins such as DNA ligase VI and DNA polymerase lambda are routinely involved in the repair of these lesions. Roles for the damage response kinases ATM and ATR in the repair of transposition-induced DSBs are also discussed.


Subject(s)
Arabidopsis Proteins/genetics , Arabidopsis/genetics , DNA Breaks, Double-Stranded , DNA End-Joining Repair , DNA Ligases/genetics , DNA-Binding Proteins/genetics , Zea mays/genetics , Arabidopsis/metabolism , Arabidopsis Proteins/metabolism , Base Sequence , DNA Ligase ATP , DNA Ligases/metabolism , DNA Transposable Elements/genetics , DNA-Binding Proteins/metabolism , High-Throughput Nucleotide Sequencing , Inverted Repeat Sequences , Molecular Sequence Data , Sequence Analysis, DNA , Zea mays/metabolism
9.
Genes Dev ; 23(9): 1032-6, 2009 May 01.
Article in English | MEDLINE | ID: mdl-19417101

ABSTRACT

A recent study by Zhang and colleagues published in the March 15, 2009, issue of Genes & Development (pp. 755-765) demonstrates that maize Ac/Ds transposons mediate translocations and other rearrangements through aberrant execution of the normal transposition process. Ac transposase uses one end from each of two neighboring elements in these events, which may happen more commonly than previously thought. In genomes where there can be many transposon ends scattered across all the chromosomes, such mistakes can have important consequences.


Subject(s)
DNA Transposable Elements/genetics , Translocation, Genetic/genetics , Animals , Gene Rearrangement/genetics , Humans , Transposases/metabolism
10.
Plant Physiol ; 149(1): 158-64, 2009 Jan.
Article in English | MEDLINE | ID: mdl-19126709
11.
Genetics ; 178(2): 711-23, 2008 Feb.
Article in English | MEDLINE | ID: mdl-18245357

ABSTRACT

The Mre11 complex functions in double-strand break (DSB) repair, meiotic recombination, and DNA damage checkpoint pathways. Sae2 deficiency has opposing effects on the Mre11 complex. On one hand, it appears to impair Mre11 nuclease function in DNA repair and meiotic DSB processing, and on the other, Sae2 deficiency activates Mre11-complex-dependent DNA-damage-signaling via the Tel1-Mre11 complex (TM) pathway. We demonstrate that SAE2 overexpression blocks the TM pathway, suggesting that Sae2 antagonizes Mre11-complex checkpoint functions. To understand how Sae2 regulates the Mre11 complex, we screened for sae2 alleles that behaved as the null with respect to Mre11-complex checkpoint functions, but left nuclease function intact. Phenotypic characterization of these sae2 alleles suggests that Sae2 functions as a multimer and influences the substrate specificity of the Mre11 nuclease. We show that Sae2 oligomerizes independently of DNA damage and that oligomerization is required for its regulatory influence on the Mre11 nuclease and checkpoint functions.


Subject(s)
DNA Damage , DNA Repair , Endodeoxyribonucleases/metabolism , Exodeoxyribonucleases/metabolism , Saccharomyces cerevisiae Proteins/metabolism , Saccharomyces cerevisiae/genetics , DNA, Fungal/genetics , Endonucleases , Gene Deletion , Genes, Fungal , Meiosis/genetics , Methyl Methanesulfonate/pharmacology , Mutagenesis , Polymerase Chain Reaction , Saccharomyces cerevisiae/drug effects , Saccharomyces cerevisiae/enzymology , Saccharomyces cerevisiae/radiation effects , Ultraviolet Rays
12.
Curr Opin Genet Dev ; 17(6): 486-92, 2007 Dec.
Article in English | MEDLINE | ID: mdl-17919898

ABSTRACT

Recent genome sequencing efforts have revealed how extensively transposable elements (TEs) have contributed to the shaping of present day plant genomes. DNA transposons associate preferentially with the euchromatic or genic component of plant genomes and have had the opportunity to interact intimately with the genes of the plant host. These interactions have resulted in TEs acquiring host sequences, forming chimeric genes through exon shuffling, replacing regulatory sequences, mobilizing genes around the genome, and contributing genes to the host. The close interaction of transposons with genes has also led to the evolution of intricate cellular mechanisms for silencing transposon activity. Transposons have thus become important subjects of study in understanding epigenetic regulation and, in cases where transposons have amplified to high numbers, how to escape that regulation.


Subject(s)
DNA Transposable Elements/physiology , Genome, Plant , Plants/genetics , DNA Transposable Elements/genetics , Epigenesis, Genetic , Gene Rearrangement , Models, Genetic
13.
Plant J ; 52(1): 41-52, 2007 Oct.
Article in English | MEDLINE | ID: mdl-17672843

ABSTRACT

The ability of plants to repair DNA double-strand breaks (DSBs) is essential for growth and fertility. The Arabidopsis DSB repair proteins AtRAD50 and AtMRE11 form part of an evolutionarily conserved complex that, in Saccharomyces cerevisiae and mammals, includes a third component termed XRS2 and NBS1, respectively. The MRN complex (MRX in yeast) has a direct role in DSB repair and is also required for DNA damage signaling and checkpoint activation in a pathway mediated by the protein kinase ATM. This study characterizes Arabidopsis and maize NBS1 orthologues that share conserved protein motifs with human NBS1. Both plant NBS1 proteins interact with the corresponding MRE11 orthologues, and deletion analysis of AtNBS1 defines a region towards the C-terminus (amino acids 465-500) that is required for interaction with AtMRE11. Arabidopsis lines homozygous for a T-DNA insertional mutation in AtNBS1 display hypersensitivity to the DNA cross-linking reagent mitomycin C, and this phenotype can be rescued by complementation with the wild-type gene, consistent with a function for AtNBS1 in plant DSB repair. Analysis of atnbs1-1 atatm double mutants revealed a role for AtNBS1 in meiotic recombination. While atatm mutants produce reduced seed numbers, plants deficient in both AtATM and AtNBS1 are completely infertile. Cytological analysis of these double mutants revealed incomplete chromosome pairing and synapsis in meiotic prophase, and extensive chromosome fragmentation in metaphase I and subsequent stages. These results suggest a novel role for AtNBS1 that is independent of AtATM-mediated signaling and functions in the very early stages of meiosis.


Subject(s)
Arabidopsis Proteins/physiology , DNA Repair/physiology , Meiosis/physiology , Recombination, Genetic , Amino Acid Sequence , Ataxia Telangiectasia Mutated Proteins , Base Sequence , DNA, Bacterial , DNA-Binding Proteins/physiology , MRE11 Homologue Protein , Molecular Sequence Data , Sequence Homology, Amino Acid
14.
Plant Cell ; 18(10): 2469-78, 2006 Oct.
Article in English | MEDLINE | ID: mdl-17041148

ABSTRACT

The Tc1/mariner transposable element superfamily is widely distributed in animal and plant genomes. However, no active plant element has been previously identified. Nearly identical copies of a rice (Oryza sativa) Tc1/mariner element called Osmar5 in the genome suggested potential activity. Previous studies revealed that Osmar5 encoded a protein that bound specifically to its own ends. In this report, we show that Osmar5 is an active transposable element by demonstrating that expression of its coding sequence in yeast promotes the excision of a nonautonomous Osmar5 element located in a reporter construct. Element excision produces transposon footprints, whereas element reinsertion occurs at TA dinucleotides that were either tightly linked or unlinked to the excision site. Several site-directed mutations in the transposase abolished activity, whereas mutations in the transposase binding site prevented transposition of the nonautonomous element from the reporter construct. This report of an active plant Tc1/mariner in yeast will provide a foundation for future comparative analyses of animal and plant elements in addition to making a new wide host range transposable element available for plant gene tagging.


Subject(s)
DNA Transposable Elements , Oryza/genetics , Yeasts/genetics , Base Sequence , DNA Footprinting , DNA Primers , DNA, Plant , Molecular Sequence Data , Mutagenesis
15.
Trends Biotechnol ; 23(5): 220-2, 2005 May.
Article in English | MEDLINE | ID: mdl-15865997

ABSTRACT

Finding a way to identify point mutants for a genome in which there are six copies of every gene seems a daunting task, however this has recently been reported. In this research, the redundancy in the wheat genome proved a help instead of a hindrance and the results suggest a promising approach in functional genomics of polyploid crop species. It is now feasible to generate point mutations in all the homologs for a particular gene directly in a polypoid commercial crop variety and then combine them, thus avoiding undesirable, linked traits that often complicate introgressing traits into crops from wild relatives.


Subject(s)
Genome, Plant , Mutagenesis , Point Mutation , Triticum/genetics , Ploidies
16.
BMC Plant Biol ; 4: 12, 2004 Jul 28.
Article in English | MEDLINE | ID: mdl-15282033

ABSTRACT

BACKGROUND: Going from a gene sequence to its function in the context of a whole organism requires a strategy for targeting mutations, referred to as reverse genetics. Reverse genetics is highly desirable in the modern genomics era; however, the most powerful methods are generally restricted to a few model organisms. Previously, we introduced a reverse-genetic strategy with the potential for general applicability to organisms that lack well-developed genetic tools. Our TILLING (Targeting Induced Local Lesions IN Genomes) method uses chemical mutagenesis followed by screening for single-base changes to discover induced mutations that alter protein function. TILLING was shown to be an effective reverse genetic strategy by the establishment of a high-throughput TILLING facility and the delivery of thousands of point mutations in hundreds of Arabidopsis genes to members of the plant biology community. RESULTS: We demonstrate that high-throughput TILLING is applicable to maize, an important crop plant with a large genome but with limited reverse-genetic resources currently available. We screened pools of DNA samples for mutations in 1-kb segments from 11 different genes, obtaining 17 independent induced mutations from a population of 750 pollen-mutagenized maize plants. One of the genes targeted was the DMT102 chromomethylase gene, for which we obtained an allelic series of three missense mutations that are predicted to be strongly deleterious. CONCLUSIONS: Our findings indicate that TILLING is a broadly applicable and efficient reverse-genetic strategy. We are establishing a public TILLING service for maize modeled on the existing Arabidopsis TILLING Project.


Subject(s)
Genes, Plant/genetics , Genetic Testing/methods , Mutagenesis/genetics , Point Mutation/genetics , Zea mays/genetics , Ethyl Methanesulfonate/pharmacology , Genotype , Mutagenesis/drug effects , Phenotype , Plant Proteins/genetics , Plant Proteins/metabolism , Zea mays/drug effects
17.
Mol Cell Biol ; 24(3): 1351-64, 2004 Feb.
Article in English | MEDLINE | ID: mdl-14729978

ABSTRACT

The maize, cut-and-paste transposon Ac/Ds is mobile in Saccharomyces cerevisiae, and DNA sequences of repair products provide strong genetic evidence that hairpin intermediates form in host DNA during this transposition, similar to those formed for V(D)J coding joints in vertebrates. Both DNA strands must be broken for Ac/Ds to excise, suggesting that double-strand break (DSB) repair pathways should be involved in repair of excision sites. In the absence of homologous template, as expected, Ac excisions are repaired by nonhomologous end joining (NHEJ) that can involve microhomologies close to the broken ends. However, unlike repair of endonuclease-induced DSBs, repair of Ac excisions in the presence of homologous template occurs by gene conversion only about half the time, the remainder being NHEJ events. Analysis of transposition in mutant yeast suggests roles for the Mre11/Rad50 complex, SAE2, NEJ1, and the Ku complex in repair of excision sites. Separation-of-function alleles of MRE11 suggest that its endonuclease function is more important in this repair than either its exonuclease or Rad50-binding properties. In addition, the interstrand cross-link repair gene PSO2 plays a role in end joining hairpin ends that is not seen in repair of linearized plasmids and may be involved in positioning transposase cleavage at the transposon ends.


Subject(s)
DNA Transposable Elements/physiology , DNA/metabolism , Recombination, Genetic/physiology , Saccharomyces cerevisiae/genetics , DNA Footprinting , DNA Repair/physiology , Endodeoxyribonucleases/metabolism , Exodeoxyribonucleases/metabolism , Saccharomyces cerevisiae/metabolism , Saccharomyces cerevisiae Proteins/metabolism , Sequence Homology
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