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. 2014 Sep 24;166(3):1546–1559. doi: 10.1104/pp.114.250183

Systematic Phenotypic Screen of Arabidopsis Peroxisomal Mutants Identifies Proteins Involved in β-Oxidation1,[W],[OPEN]

Gaëlle Cassin-Ross 1,2, Jianping Hu 1,2,*
PMCID: PMC4226370  PMID: 25253886

Recently discovered Arabidopsis peroxisomal mutants identify proteins involved in β-oxidation.

Abstract

Peroxisomes are highly dynamic and multifunctional organelles essential to development. Plant peroxisomes accommodate a multitude of metabolic reactions, many of which are related to the β-oxidation of fatty acids or fatty acid-related metabolites. Recently, several dozens of novel peroxisomal proteins have been identified from Arabidopsis (Arabidopsis thaliana) through in silico and experimental proteomic analyses followed by in vivo protein targeting validations. To determine the functions of these proteins, we interrogated their transfer DNA insertion mutants with a series of physiological, cytological, and biochemical assays to reveal peroxisomal deficiencies. Sugar dependence and 2,4-dichlorophenoxybutyric acid and 12-oxo-phytodienoic acid response assays uncovered statistically significant phenotypes in β-oxidation-related processes in mutants for 20 of 27 genes tested. Additional investigations uncovered a subset of these mutants with abnormal seed germination, accumulation of oil bodies, and delayed degradation of long-chain fatty acids during early seedling development. Mutants for seven genes exhibited deficiencies in multiple assays, strongly suggesting the involvement of their gene products in peroxisomal β-oxidation and initial seedling growth. Proteins identified included isoforms of enzymes related to β-oxidation, such as acyl-CoA thioesterase2, acyl-activating enzyme isoform1, and acyl-activating enzyme isoform5, and proteins with functions previously unknown to be associated with β-oxidation, such as Indigoidine synthase A, Senescence-associated protein/B12D-related protein1, Betaine aldehyde dehydrogenase, and Unknown protein5. This multipronged phenotypic screen allowed us to reveal β-oxidation proteins that have not been discovered by single assay-based mutant screens and enabled the functional dissection of different isoforms of multigene families involved in β-oxidation.


Peroxisomes are small (approximately 0.1–1.0 µm) single-membrane eukaryotic organelles that are essential for the development of animals and plants by mediating a multitude of conserved and lineage-specific metabolic functions (Beevers, 1979; van den Bosch et al., 1992; Kaur et al., 2009; Hu et al., 2012; Schrader et al., 2012). Plant peroxisomes house metabolic processes, including β-oxidation of fatty acids; hormone biosynthesis; photorespiration; the glyoxylate cycle; detoxification of reactive oxygen, nitrogen, and sulfur species; and metabolism of branched amino acids, urate, and polyamines (PAs; Beevers, 1979; Kaur et al., 2009; Hu et al., 2012). Peroxisomes also generate signaling molecules with regulatory roles in plant development (Weber, 2002; Corpas et al., 2013; Sandalio et al., 2013).

β-oxidation of fatty acids and related metabolites is a major function of peroxisomes throughout the lifecycle of a plant from seed germination to senescence. Mobilization of seed oil reserves during seed germination and postgerminative growth requires peroxisomal β-oxidation and the glyoxylate cycle. In this process, fatty acids are transported into the peroxisome, where they are activated into fatty acyl-CoAs and later, shortened by two carbons in each cycle of β-oxidation. The product, acetyl-CoA, is converted to four-carbon molecules by the glyoxylate cycle, and its products further undergo gluconeogenesis to provide energy for postgerminative development (Theodoulou and Eastmond, 2012). Using core β-oxidation enzymes as well as pathway-specific enzymes, 12-oxo-phytodienoic acid (OPDA), the jasmonic acid (JA) precursor that enters the peroxisome after being synthesized in the chloroplast, is converted to JA (Acosta and Farmer, 2010), and indole 3-butyric acid (IBA) is converted to the principal form of auxin, indole 3-acetic acid (IAA; Strader and Bartel, 2011). Other than the core β-oxidation pathway, which metabolizes straight-chain saturated fatty acids, auxiliary β-oxidation pathways also occur in the peroxisome to metabolize unsaturated fatty acids, in which case accessory enzymes are required (Goepfert and Poirier, 2007; Graham, 2008).

To assess the full composition of this versatile organelle in plants, both in silico analysis and experimental proteomics have been used to identify peroxisomal proteins. Bioinformatic analysis of the Arabidopsis (Arabidopsis thaliana) genome using Peroxisomal Target Signal type1 (PTS1) and PTS2 sequences predicted a total of over 400 proteins to be potentially peroxisomal (Lingner et al., 2011). Experimental proteomics of Arabidopsis, spinach (Spinacia oleracea), and soybean (Glycine max) peroxisomes using different tissue/cell types and development stages together identified several dozens of peroxisomal proteins that had not been found previously to associate with peroxisomes after in vivo targeting verification (Fukao et al., 2002, 2003; Arai et al., 2008a, 2008b; Eubel et al., 2008; Reumann et al., 2009; Babujee et al., 2010; Quan et al., 2013). After the identification of peroxisomal proteins from etiolated Arabidopsis seedlings through proteomics and in vivo protein-targeting analysis, we used reverse genetics to analyze the mutants of five newly identified proteins and revealed the role of a Cys protease, RESPONSE TO DROUGHT21A-LIKE1, in seed germination, β-oxidation, and stress response (Quan et al., 2013; Cassin-Ross and Hu, 2014). However, many other recently identified peroxisomal proteins have not been characterized with respect to their functions in peroxisomal physiology and plant development.

In this study, we interrogated the mutants of 27 recently identified peroxisomal genes with systematic phenotypic assays to analyze the function of the proteins in peroxisomal metabolism. Mutants for 20 of the tested genes showed statistically significant phenotypes in at least one of the assays. Additional analysis revealed that mutants for 7 of 20 genes displayed deficiencies in multiple assays, suggesting strongly that these seven proteins are involved in β-oxidation-related processes. This multifaceted screen enabled us to identify β-oxidation proteins that may not have been discovered otherwise by genetic screens based on single assays.

RESULTS

Identifying Mutants of Recently Discovered Arabidopsis Peroxisomal Genes

To investigate the role of recently identified and uncharacterized peroxisomal proteins in peroxisomal physiology, we took a reverse genetic approach by searching The Arabidopsis Information Resource database (http://www.Arabidopsis.org) for transfer DNA (T-DNA) insertion lines. Most of these proteins were identified from our own proteomic analyses of Arabidopsis peroxisomes from green leaves and etiolated seedlings (Reumann et al., 2009; Quan et al., 2013), and some were identified by other research groups. A few of the genes had been previously investigated in processes not directly related to β-oxidation, and a few others had been studied biochemically without mutant characterization. These included Calcium-dependent protein kinase1 (CPK1) and Hydroxy-acid oxidase isoform2 (HAOX2), which function in innate immunity (Coca and San Segundo, 2010; Rojas et al., 2012), 1,4-dihydroxy-2-naphthoyl (DHNA)-CoA thioesterase1 (DHNAT1), which is involved in DHNA-CoA hydrolysis in phylloquinone biosynthesis (Widhalm et al., 2012), Acetoacetyl CoA thiolase1 (AACT1), which is responsible for the condensation of two acetyl-CoA molecules to form acetoacetyl CoA (Jin et al., 2012), and Copper amine oxidase3 (CuAO3) in PA catabolism (Planas-Portell et al., 2013).

We obtained seed stocks of 53 putative mutant lines for 30 peroxisomal genes and genotyped these lines by PCR analysis of genomic DNA followed by sequencing of the PCR products. Despite numerous efforts, we were unable to confirm T-DNA insertion in six lines for three genes (Supplemental Table S1). In addition, homozygous plants could not be identified from seven lines (all in Columbia-0 [Col-0] background) for five peroxisomal proteins (i.e. NADP-dependent isocitrate dehydrogenase [ICDH], Uricase, Phosphogluconate dehydrogenase, Senescence-associated protein [B12D1], and Ala-glyoxylate aminotransferase2; Supplemental Table S1). We predicted that homozygous mutants for these five genes may be embryonic or seedling lethal in Col-0 background. Consistent with the notion that the null mutant of ICDH, an enzyme that regenerates NADPH, may be lethal, homozygous null mutants for two genes in the plastid-peroxisome dual-localized oxidative pentose-P pathway, which also generates NADPH, were found to be nonviable as well (Xiong et al., 2009; Bussell et al., 2013). These data support the idea that NADPH regeneration is essential for plant survival. Finally, the lethal phenotype seems to be ecotype specific for B12D1, because its null mutant was viable in Wassilewskija-4 (Ws-4) background.

In total, 40 homozygous T-DNA insertion mutants for 27 genes were obtained; at least two mutant alleles were available for 12 genes (Table I; Supplemental Fig. S1). We performed reverse transcription (RT) -PCR analysis to detect the level of full-length transcripts of the target genes and discovered that 30 mutants for 23 peroxisomal genes were possible null alleles (Supplemental Fig. S2). In addition, the expression levels of acyl-CoA thioesterase2 (ACH2), 2,4-dienoyl-CoA reductase (DECR), Epoxide hydrolase isoform3 (EH3), and two genes encoding unknown proteins (unknown protein5 [UP5] and UP7) were decreased in ach2-3, decr-3, eh3-1, up5-1, and up7-2, respectively, suggesting that these mutants were knockdown alleles. However, the expression levels of ICDH, calcium binding EF-hand (CEF), acyl transferase2 (ATF2), DHNAT1, and small thioesterase5 (sT5) were increased in icdh1, cef1, atf2-1, dhnat1-2, and st5-2, respectively, indicating that the target genes were overexpressed in these lines (Supplemental Fig. S2). All of these viable homozygous lines, including both loss-of-function mutants and overexpression lines, were used in subsequent analyses.

Table I. Confirmed homozygous peroxisomal mutants analyzed in this study.

Based on the level of the full-length target transcripts, mutants were considered to be knockout (KO), knockdown (KD), or overexpressor (OE). β-oxidation assays were Suc dependence (SC), 2,4-DB (DB), OPDA, detection of oil bodies using Nile Red (NR), or fatty acids quantification (FA). ABA, Seed germination in the presence of ABA; D/L, requires light for complete germination; N/A, not applicable; X, mutant exhibits a phenotype; —, mutant has no phenotype.

Gene Locus Acronym Annotation PTS Allele Line Ecotype Level of Target Transcripts β-Oxidation Processes D/L ABA
KO KD OE SC DB OPDA NR FA
At1g01710 ACH2 Acyl-CoA thioesterase2 SKL ach2-1 SALK_134567 Col-0 X X X X X
ach2-2 GK_705E01 Col-0 X X X X X
ach2-3 SALK_126817C Col-0 X X X X X X
At1g16730 UP6 Unknown protein6 CRL up6-1 SALK_122395 Col-0 X X X N/A X X
At1g19570 DHAR1 Dehydroascorbate reductase1 dhar1-1 SALK_005382 Col-0 X X N/A X X
dhar1-2 SALK_029966C Col-0 X X N/A X X
At1g20560 AAE1 Acyl-activating enzyme isoform1 SKL aae1-1a SALK_041152 Col-0 X X X X X X
At1g48320 DHNAT1/sT1 DHNA-CoA thioesterase1/small thioesterase1 AKL dhnat1-1b CS846230 Col-0 X X X N/A X X
dhnat1-2 SALK_066477C Col-0 X N/A X X
At1g50510 INDA Indigoidine synthase A RIx5HL inda1 GK_681B01 Col-0 X X X X X X
At1g54340 ICDH/IDHP1 NADP-dependent isocitrate deshydrogenase SRL icdh1 SALK_034151 Col-0 X X X N/A X X
At1g64850 CEF Calcium binding EF-hand SRL cef-1 CS806024 Col-3 X N/A N/A N/A N/A
At1g77540 ATF2 Acetyltransferase2 SSI atf2-1 FLAG_206E09 Ws-4 X N/A N/A N/A N/A
At2g29590 sT5 Small thioesterase5 SKL st5-1 SALK_089257 Col-0 X X N/A X X
st5-2 SALK_092512 Col-0 X X N/A X X
At2g42490 CuAO3 Copper amine oxidase3 SKL cuao3-1 SALK_095214 Col-0 X X N/A X
cuao3-2 SALK_096065C Col-0 X N/A X
At3g12800 SDRb/DECR Short-chain dehydrogenase/reductase isoform b/2,4-dienoyl-CoA reductase SKL decr-2 CS877641 Col-0 X X N/A X X
decr-3 CS871159 Col-3 X X N/A X X
At3g14150 HAOX2 Hydroxy-acid oxidase isoform2 SML haox2-1b SALK_102409C Col-0 X N/A N/A N/A N/A
At3g48140 B12D1 Senescence-associated protein/B12D-related protein b12d1-1 FLAG_548C12 Ws-4 X X X X X
At3g48170 BADH Betaine Aldehyde deshydrogenase SKL badh1 CS822971 Col-0 X X X X X X
At3g55640 CADC Ca2+-dependent carrier cadc1 CS832927 Col-0 X X N/A X X
cadc2 GK_237H07 Col-0 X X N/A X X
At3g56460 ZnDH Zinc-binding dehydrogenase SKL zndh1 SALK_056640 Col-0 X N/A N/A N/A N/A
zndh2 SALK_082243 Col-0 X X N/A N/A N/A N/A
At4g02340 EH3 Epoxide hydrolase isoform3 ASL eh3-1 SALK_106529C Col-0 X X N/A X X
eh3-2 SALK_149885C Col-0 X N/A X X
At4g04320 MCD Malonyl-CoA decarboxylase SRL mcd1 SALK_069574C Col-0 X N/A N/A N/A N/A
mcd2 GK_859E12 Col-0 X N/A N/A N/A N/A
At4g09320 NDPK1 Nucleoside diphosphate kinase type1 ndpk1-1 SALK_089749 Col-0 X N/A N/A N/A N/A
At5g04870 CPK1 Calcium-dependent protein kinase1 cpk1-1b SALK_007698 Col-0 X X X N/A
cpk1-2b SALK_080155 Col-0 X X N/A
At5g11910 ELT1 Esterase/lipase/thioesterase family isoform1 SRI elt1-1 FLAG_632F03 Ws-4 X X N/A X X
At5g16370 AAE5 Acyl-activating enzyme5 SRM aae5-1a SALK_009731 Col-0 X X X X X
At5g44250 UP5 Unknown protein5 SRL up5-1 SALK_107281 Col-0 X X X X X X X
At5g47720 ACAT1.3/AACT1 Acetoacetyl-CoA thiolase1.3 SAL aact1-2b SALK_008505 Col-0 X X N/A X X
At5g58220 TTL1 Transthyretin-like protein1 RLx5HL ttl3 SALK_137289 Col-0 X N/A N/A N/A N/A
At5g65400 UP7 Ser Hydrolase1 SLM up7-1 SALK_062218C Col-0 X X N/A X X
up7-2 SALK_067081 Col-0 X N/A X
a

Mutants previously analyzed for their role in IBA and 2,4-DB β-oxidation processes.

b

Mutants previously characterized in processes other than β-oxidation.

Except for CPK1 and AACT1, 25 peroxisomal proteins analyzed in this study were initially identified from the leaf peroxisome proteome (Supplemental Table S2), indicating that they may be involved in photorespiration or general plant growth. Photorespiration is a major peroxisomal function in green tissue, where peroxisomes, together with chloroplasts and mitochondria, convert phosphoglycolate produced by the oxygenase activity of Rubisco into glycerate, a molecule that is reused in the chloroplastic Calvin-Benson cycle (Foyer et al., 2009; Peterhansel et al., 2010). Apart from the control mutant peroxin14 (pex14), which is defective in peroxisomal protein import, none of the mutants showed obvious difference in appearance from the wild type while growing under ambient air (CO2 = 400 µL L−1) or decreased levels of CO2 (80 µL L−1), the latter of which was expected to enhance the growth defect of photorespiratory mutants because of the higher demand for photorespiration under low CO2 (Supplemental Fig. S3). We concluded that these proteins are not essential for plant growth or photorespiration or that they play redundant roles with other proteins in these processes under our laboratory conditions. Because the majority of the peroxisomal proteome is dedicated to β-oxidation-related processes (Hu et al., 2012), we next used parallel physiological assays to assess the efficiency of peroxisomal β-oxidation in these mutants.

Mutants for Four Genes Were Sugar Dependent in Postgerminative Growth

Before the establishment of photosynthesis, peroxisomal fatty acid β-oxidation is required to fuel early seedling growth. As a result, many β-oxidation mutants arrest or develop slowly after germination, a phenotype that can be rescued by adding a carbon source, such as Suc (Hu et al., 2012), to the growth medium. To check for Suc dependence, we grew mutants for 7 d on one-half-strength Linsmaier and Skoog (LS) medium in dark or light conditions with or without Suc and quantified hypocotyl or root lengths. Only differences between mutants and wild-type plants with a P value < 0.01 were considered statistically significant after an unpaired Student’s t test.

As expected, pex14 displayed sugar-dependent growth in both dark and light conditions (Fig. 1). Although not showing sugar dependence, dehydroascorbate reductase1 (dhar1), icdh, atf2, b12d1, and cpk1 had statistically shorter or longer hypocotyls and/or roots than wild-type plants, regardless of the presence of Suc in dark or light conditions (Fig. 1). Because the size of these mutants was indistinguishable from that of the wild type as adults (Supplemental Fig. S3), we reasoned that the developmental differences observed at the seedling stage were possibly overcome later.

Figure 1.

Figure 1.

Suc dependence assay. Shown are hypocotyl lengths of 7-d etiolated seedlings (A) and root lengths of 7-d light-grown seedlings (B), both of which were grown on one-half-strength LS medium with or without 1% Suc. Data represent means ± se of three independent experiments. For each experiment, n ≥ 30. Student’s t test. *, Statistically significant difference of P < 0.01 from the wild type (Col-0, Col-3, or Ws-4); **, statistically significant difference of P < 0.001 from the wild type (Col-0, Col-3, or Ws-4); #, mutants in Ws-4 background; §, mutants in Col-3 background; arrows, mutants that show sugar dependence.

In the dark, the absence of Suc resulted in an approximately 15% decrease in the hypocotyl length of wild-type Col-0 and most mutant seedlings, whereas the decrease was approximately 26% for icdh1 and 21% for up5-1 (Fig. 1A; Supplemental Table S3). In light-grown seedlings, the absence of Suc caused an approximately 16% reduction of the primary root length in Col-0 and most mutants, whereas this reduction was approximately 24% for both indigoidine synthase A (inda1) and up7-1 (Fig. 1B; Supplemental Table S3). These results indicated possible roles of ICDH and UP5 as well as INDA and UP7 in lipid mobilization during postgerminative growth in dark-grown and light-grown conditions, respectively.

Mutants for 14 Genes Showed Abnormal 2,4-Dichlorophenoxybutyric Acid Response

IBA is converted to IAA through peroxisomal β-oxidation (Strader and Bartel, 2011). To check whether any mutants showed reduced response to the inhibitory effect of IBA on primary root elongation, root lengths of 7-d seedlings grown on one-half-strength LS medium supplemented with IBA or IAA were measured. For the wild types and mutants, control treatment with 100 nm IAA resulted in similar degrees of decreases in the primary root length coupled with excessive root hair growth (Supplemental Fig. S4). The pex14 mutant seedlings exhibited strong IBA resistance, but all of the other mutants showed IBA response similar to that of the wild type (Supplemental Figs. S4 and S5), with no statistically significant differences observed at tested IBA concentrations (Student’s t test, P < 0.01).

Given that 2,4-dichlorophenoxybutyric acid (2,4-DB) is converted to the synthetic auxin analog 2,4-dichlorophenoxy acetic acid (2,4-D) by β-oxidation (Hayashi et al., 2000), we studied the response of the mutants to 2,4-DB and 2,4-D. Wild-type plants and the tested mutants showed similar levels of response to 100 nm 2,4-D (i.e. shortened primary root length and excessive root hairs; Supplemental Fig. S4). Wild-type seedlings showed a heterogeneous response when growing on 2,4-DB (Supplemental Fig. S6). Therefore, we instead scored the percentage of 2,4-DB-resistant seedlings, which were defined as having root length statistically the same as that of untreated seedlings. Treatment with 0.4, 0.8, and 1 µm 2,4-DB resulted in a decrease of the primary root length in approximately 30%, 65%, and 67%, respectively, of wild-type Col-0 seedlings but only approximately 8%, 24%, and 26%, respectively, of wild-type Ws-4 seedlings (Fig. 2). Because wild-type Ws-4 and Col-0 plants showed similar sensitivity to 2,4-D (Supplemental Fig. S4), we speculated that Ws-4 plants were less sensitive to 2,4-DB and therefore, assessed the response of mutants in Ws-4 background with higher concentrations of 2,4-DB; 66% and 95% of wild-type Ws-4 seedlings were sensitive to 1.5 and 2 µm 2,4-DB, respectively (Supplemental Fig. S7).

Figure 2.

Figure 2.

2,4-DB response assay. Percentage of 7-d light-grown seedlings displaying resistance to 2,4-DB after growing on one-half-strength LS medium supplemented with 0.5% Suc and 0.4, 0.8, or 1 µm 2,4-DB is presented. Resistance was defined as having a root length with no statistically significant difference from that on medium without 2,4-DB. Data represent means ± se of three independent experiments. For each experiment, n ≥ 30. Student’s t test. *, Statistically significant difference of P < 0.01 from the wild type (Col-0, Col-3, or Ws-4); **, statistically significant difference of P < 0.001 from the wild type (Col-0, Col-3, or Ws-4); #, mutants in Ws-4 background; §, mutants in Col-3 background.

As shown in Figure 2 and Supplemental Figure S7, dhnat1-1 and esterase/lipase/thioesterase family isoform1 (elt1-1) had statistically lower percentages of resistant seedlings compared with wild-type plants and were, therefore, considered hypersensitive to 2,4-DB. In contrast, ach2, up6-1, dhar1, icdh1, b12d1, betaine aldehyde dehydrogenase1 (badh1), Ca2+-dependent carrier (cadc), eh3-2, cpk1, acyl-activating enzyme5 (aae5-1), up5-1, and aact1-2 showed statistically higher percentages of resistant seedlings than the wild type under at least two concentrations of 2,4-DB (Student’s t test, P < 0.01) and were considered as having reduced 2,4-DB response. Taken together, these results suggested that DHNAT1, ELT1, ACH2, UP6, DHAR1, ICDH, B12D1, BADH, CADC, EH3, CPK1, AAE5, UP5, and AACT1 may be involved in 2,4-DB metabolism. The fact that ICDH was overexpressed in icdh1 implied that ICDH may play a negative role in 2,4-DB catabolism.

Mutants of Nine Genes Showed Deficiency in OPDA Metabolism

Methyl-jasmonic acid (MeJA) inhibits primary root elongation (Staswick et al., 1992). We reasoned that the JA precursor OPDA, which is converted to JA through peroxisomal β-oxidation, would similarly inhibit primary root elongation. Based on this assumption, we previously developed a simple assay to identify peroxisomal proteins involved in OPDA metabolism (Cassin-Ross and Hu, 2014). The same assay was applied in this study to assess the function of the tested proteins in OPDA metabolism.

Compared with the wild type, the control mutant OPC-8:0 CoA ligase1 (opcl1), which is defective in 3-oxo-2-(2′-[Z]-pentenyl)cyclopentane-1-octanoic acid (OPC)8:0 CoA Ligase1 in JA biosynthesis (Koo et al., 2006), showed resistance to the inhibition of OPDA on primary root elongation, whereas MeJA exerted a similar effect on opcl1 and wild-type plants, suggesting that opcl1 was specifically resistant to OPDA (Fig. 3). Except for aae1-1, all other mutants responded to MeJA similarly to the wild type (i.e. approximately 60% inhibition of root elongation; Fig. 3). The primary root of ach2, copper amine oxidase3 (cuao3-1), decr-2, and cpk1-1 showed reduced OPDA response similar to opcl1, whereas up6-1, aae1-1, dhnat1-1, st5, and eh3-1 seemed to show enhanced response to OPDA (Student’s t test, P < 0.01; Fig. 3). These results suggested that ACH2, CUAO3, DECR, UP6, AAE1, DHNAT1, ST5, EH3, and CPK1 may affect the catabolism of OPDA.

Figure 3.

Figure 3.

Root response to OPDA. Relative root lengths (treated versus untreated) of 7-d seedlings grown on one-half-strength LS medium supplemented with 250 nm OPDA or 10 µm MeJA are shown. Data represent means ± se of three independent experiments. For each experiment, n = 50. Student’s t test. *, Statistically significant difference of P < 0.01 from the wild type (Col-0, Col-3, or Ws-4); **, statistically significant difference of P < 0.001 from the wild type (Col-0, Col-3, or Ws-4); #, mutants in Ws-4 background; §, mutants in Col-3 background.

Most Proteins with β-Oxidation-Related Phenotypes Are Involved in Seed Germination

Our Suc dependence and 2,4-DB/OPDA response assays together identified 31 mutants for 20 peroxisomal genes that showed a phenotype in at least one of the assays; 10 of the genes had at least two alleles with similar phenotypes. These data suggested the potential roles of AACT1, AAE1, AAE5, ACH2, B12D1, BADH, CADC, CPK1, CUAO3, DECR, DHAR1, DHNAT1, EH3, ELT1, INDA, ICDH, ST5, UP5, UP6, and UP7 in β-oxidation. Because fatty acid β-oxidation plays a key role in seed germination and early postgerminative growth (Theodoulou and Eastmond, 2012), we determined whether these 20 proteins are involved in seed germination. Positive controls used in this experiment and subsequent assays were previously characterized null mutants acyl-CoA oxidase4-1 (acx4-1) and 3-ketoacyl CoA thiolase2-3 (kat2-3), which are impaired in genes encoding the core β-oxidation enzymes ACX4 and KAT2, respectively (Germain et al., 2001; Rylott et al., 2003).

Fresh seeds from all 30 mutants germinated normally as quantified by radicle emergence from seeds grown on plain agar (0.8% [w/v] agar) or one-half-strength LS medium (Supplemental Fig. S8). We then tested seed germination in response to factors known to influence this process. Light is a positive regulator of seed germination (Lau and Deng, 2010), and therefore, we compared the germination rate of mutant seeds that were placed in total darkness with that of mutant seeds that were subjected to 1 h of light treatment before germination. Quantification of radicle emergence from 5-d seedlings revealed that, whereas wild-type Col-0, Columbia-3 (Col-3), and the positive control kat2-3 showed no light dependence, wild-type Ws-4 seemed to depend more on light treatment for germination (Fig. 4). Together with acx4-1, mutants for 19 of 20 genes tested showed statistically lower germination rates compared with their respective wild-type controls when germinated in total darkness (Student’s t test, P < 0.01), and the 1 h of light pretreatment could rescue the germination potential for all of these mutants, except for inda-1, b12d1-1, and elt1-1 (Fig. 4).

Figure 4.

Figure 4.

Seed germination in the mutants. Percentage of radicle emergence from seeds on plain agar (0.8% [w/v] agar) in the dark without or with 1 h of light pretreatment is presented. Data represent means ± se of three independent experiments. For each experiment, n = 50. Student’s t test. *, Statistically significant difference of P < 0.01 from the wild type (Col-0, Col-3, or Ws-4); **, statistically significant difference of P < 0.001 from the wild type (Col-0, Col-3, or Ws-4); #, mutants in Ws-4 background; §, mutants in Col-3 background.

We also quantified seed germination rate on medium supplemented with the phytohormone abscisic acid (ABA), which acts synergistically with OPDA to inhibit germination (Vanstraelen and Benková, 2012). Radicle emergence was quantified on seeds sown on plain agar supplemented with 2 or 5 µm ABA (Fig. 5). As previously reported, kat2-3 exhibited insensitivity to ABA, regardless of the concentration (Jiang et al., 2011). However, germination rate of acx4-1 was statistically lower than that in the wild type, and similarly, most of the 5- or 10-d mutant seedlings showed statistically significant hypersensitivity to 2 µm ABA compared with the wild type (Student’s t test, P < 0.001). At 5 µm ABA, all of the 5-d seeds except b12d1-1 showed hypersensitive response, whereas at 10 d, the germination rates for ach2, up6, dhar1, cuao3, cpk1, and aae5 were comparable with the germination rate of the wild type (Fig. 5).

Figure 5.

Figure 5.

Seed germination in response to ABA. Percentage of radicle emergence from seeds grown on plain agar supplemented with 0, 2, or 5 µm ABA for 5 and 10 d is presented. Data represent relative means (treated versus untreated) ± se of three independent experiments. For each experiment, n = 100. Student’s t test. *, Statistically significant difference of P < 0.001 from the wild type (Col-0, Col-3, or Ws-4); #, mutants in Ws-4 background; §, mutants in Col-3 background.

Based on results from these two germination assays, we concluded that most of these 20 proteins have potential positive roles in initial seed germination and that the role for INDA and B12D1 seemed more prominent given the stronger phenotypes of their mutants. To determine whether the seed germination phenotypes correlated with gene expression pattern, we analyzed the expressions of these 20 genes during seed maturation and germination. Using data from the publicly available Botany Array Resource database (Toufighi et al., 2005), we generated a heat map using log2-normalized data of the relative expression for 18 of these genes (data for INDA and UP7 were unavailable). During some stages of seed maturation and germination, UP6, DECR, EH3, AACT1, and AAE5 were up-regulated, whereas DHAR1, ACH2, sT5, DHNAT1, AAE1, CuAO3, ICDH, BADH, ELT1, and B12D1 were repressed to various levels. Consistent with the relatively strong germination phenotype of the b12d1 mutant, the expression of B12D1 is markedly increased during the seed germination process (Supplemental Fig. S9; Supplemental Table S4).

Mutants for Seven Peroxisomal Proteins Retain Oil Bodies and Accumulate Fatty Acids in Early Seedling Development

Previous studies have shown that the inability to break down triacylglycerol (TAG) leads to the prolonged presence of oil bodies in β-oxidation mutants (Graham, 2008). To assess lipid mobilization defects in the peroxisomal mutants, we used the lipophilic stain Nile Red (Greenspan et al., 1985) to detect the presence of lipid bodies in hypocotyls of 5-d and 7-d etiolated seedlings. Fluorescence microscopy revealed that, 5 d after germination, both wild-type and mutant hypocotyls contained abundant oil bodies (Supplemental Fig. S10), which were markedly diminished at 7 d in the wild type and most mutants (Supplemental Fig. S11). In contrast, the two positive controls (acx4-1 and kat2-3) and seven mutants (ach2-3, aae1-1, inda-1, b12d1-1, badh-1, aae5-1, and up5-1) still retained a significant number of oil bodies 7 d after germination (Fig. 6).

Figure 6.

Figure 6.

Confocal microscopic visualization of oil bodies in the hypocotyl of 7-d etiolated seedlings. Seedlings were grown on 0.8% (w/v) agar plate. Nile Red fluorescence images (top) and merged images (bottom) of bright-field and Nile Red fluorescence are shown. Area of fluorescence is the arbitrary value (assigned by Image J) within the 75-µm2 area of the Nile Red fluorescent images shown. Bars = 10 µm.

To confirm the oil body accumulation phenotype in these seven mutants, we quantified long-chain fatty acid species and compared their levels in 3-d, 5-d, and 7-d etiolated seedlings with seeds. At 3 and 5 d after germination, the amount of C20:1, which is a marker for TAG (Lemieux et al., 1990), remained at a statistically higher level in virtually all of the mutants than in wild-type seedlings (Fig. 7, A and B). Similarly, higher accumulation of other long-chain fatty acids (i.e. C16:0, C18:0, C18:1, C18:2, C18:3, C20:2, and C20:3) was observed in nearly all of the mutants at 3 d and all of the mutants at 5 d (Student’s t test, P < 0.01; Fig. 7, A and B). Consistent with the strongest retention of oil bodies found in this study (Fig. 6), kat2-3 showed the highest accumulation of all long-chain fatty acids analyzed (Fig. 7). At 7 d after germination, the level of long-chain fatty acids was still higher in kat2-3 and inda1 but comparable with or even lower in other mutants compared with the wild type (Fig. 7C). These data support the notion that ach2-3, aae1-1, inda-1, b12d1-1, badh-1, aae5-1, and up5-1 had a reduced rate of β-oxidation, which caused delayed degradation of the fatty acid substrates.

Figure 7.

Figure 7.

Fatty acid (FA) quantification in seedlings. Percentage of FAs remaining is shown for 3-d (A), 5-d (B), and 7-d (C) etiolated seedlings grown on 0.8% (w/v) agar plates compared with the level in seeds. The amount of FA in dry seeds was set as 100%. Data represent means ± se of three independent experiments. For each experiment, n ≥ 50. *, Statistically significant difference of P < 0.01 from the wild type (Col-0, Col-3, or Ws-4); **, statistically significant difference of P < 0.001 from the wild type (Col-0, Col-3, or Ws-4); #, mutants in Ws-4 background.

DISCUSSION

Multipronged Phenotypic Screen Allows the Identification of Additional Peroxisomal Proteins Potentially Involved in β-Oxidation

Forward genetic screens for mutants with sugar dependence or resistance to 2,4-DB/IBA identified key enzymes in β-oxidation and proteins involved in peroxisome biogenesis (Hu et al., 2012). However, these screens rely on single assays and tend to isolate mutants with strong visual phenotypes. In this study, we used multiple assays to simultaneously screen mutants of 27 uncharacterized peroxisomal genes in a quantitative manner. Mutants of 20 genes showed statistically significant phenotypes in β-oxidation-related processes, and additional investigations discovered a subset of them with abnormal seed germination, accumulation of oil bodies, and delayed degradation of long-chain fatty acids during early seedling development. Mutants for seven genes exhibited deficiencies in multiple β-oxidation-based assays, strongly suggesting the involvement of these proteins in peroxisomal β-oxidation. ACH2, AAE1, and AAE5 are isoforms of enzymes known to be related to β-oxidation, whereas INDA, B12D1, BADH, and UP5 belong to functional categories previously unknown to be associated with β-oxidation; their roles in this pathway could be direct or indirect. This screen provided a complementary approach to previous genetic screens in the identification of β-oxidation proteins that may not have been uncovered by single assay-based screens. In addition, although β-oxidation occurs throughout the lifecycle of a plant, many mutants in this pathway do not show obvious phenotypes at mature stages (Hu et al., 2012). Therefore, using assays aimed at dissecting β-oxidation in initial plant development, this study was able to unmask phenotypes for several mutants and will help us understand the β-oxidation network in more depth.

ACH2, an ACH Involved in the Hydrolysis of Long-Chain Fatty Acyl-CoAs

Acyl-CoA thioesterase enzymes (ACOTs) hydrolyze fatty acyl-CoAs, yielding free fatty acids and CoA. The complex role of these enzymes in lipid metabolism has been previously documented, particularly in animals (Hunt et al., 2012). Mammalian ACOT8, the closest homolog to the two Arabidopsis peroxisomal ACOTs (ACH1 and ACH2), showed high activities toward a broad range of acyl-CoA substrates and was strongly inhibited by CoA, suggesting that ACOT8 is involved in the regulation of the intracellular levels of acyl-CoAs, free fatty acids, and CoA (Hunt et al., 2002; Ofman et al., 2002).

ACH2 was the first ACH to be cloned from plants, and its recombinant protein showed high levels of ACH activity against both medium-chain and long-chain fatty acyl-CoAs, with the highest activity toward long-chain unsaturated fatty acyl-CoAs (Tilton et al., 2000, 2004). We have shown in this study that loss-of-function ach2 mutants have higher accumulation of long-chain fatty acids in germinated seedlings and partial resistance to 2,4-DB and OPDA, supporting the positive role for ACH2 in β-oxidation. Interestingly, the ACH2 knockdown allele ach2-3 displayed a stronger seed germination phenotype than the null alleles, possibly because of functional compensation among multigene family members in the null alleles. Our study has expanded the list of potential substrates for ACH2, suggesting that it may be involved in the regulation of the intracellular level of acyl-CoAs, acid-CoAs (OPDA and 2,4-DB), free fatty acids, acids, and CoA. However, the high expression of ACH2 in mature tissues, such as young leaves and flowers, the low expression of ACH2 in germinating seedlings (Tilton et al., 2004), the relatively weak phenotypes observed in ach2 mutants in seed germination, and the fact that ach2 mutant was never isolated from previous forward genetic screens together suggest that ACH2 may not play a major role during early seedling development.

Two Additional Isoforms of Acyl-Activating Enzymes Involved in Early Seedling Development

Arabidopsis AAE1 and AAE5 belong to a 14-member plant-specific clade in the acyl-activating enzymes superfamily (Shockey et al., 2003). Some proteins from this clade have been reported to contain acid-CoA ligase activities. Benzoyloxyglucosinolate1 possesses benzoyl-CoA ligase activity (Kliebenstein et al., 2007), and AAE7 and AAE11 have acyl-CoA synthetase activity toward short and medium chains, respectively (Shockey et al., 2003). However, the function and/or substrate specificity of AAE1 and AAE5 and those of many other AAEs are still unknown.

It was reported that AAE1 is not involved in the activation of short-chain to medium-chain acid substrates ranging in length from C2 (acetate) to C14 (myristate; Shockey et al., 2003). We have shown in this study the accumulation of oil bodies and delayed degradation of long-chain fatty acids in aae1-1 etiolated seedlings. In addition, aae1-1 is hypersensitive to ABA and OPDA, two hormones required for dormancy. These results suggest that, during seed germination and early seedling development, AAE1 is involved in the peroxisomal activation of long-chain fatty acids before these substrates enter the β-oxidation cycle.

In our study, the loss-of-function mutant of AAE5 showed a weaker phenotype than that of AAE1, where aae5-1 exhibited partial resistance to 2,4-DB, weak accumulation of oil bodies, and delayed degradation of long-chain fatty acids in etiolated seedlings. These results suggest that AAE5 may be involved in the activation of long-chain fatty acids in Arabidopsis, but its role is not as prominent as AAE1 in germination and early seedling development. AAE1 is ubiquitously expressed throughout the plant, whereas the expression of AAE5 is limited to developing seeds and roots (Shockey et al., 2003). In light of its high expression in developing seeds, a tissue in which the flow of fatty acids can be adjusted through β-oxidation (Poirier et al., 1999), we speculate that AAE5 may play a stronger role in activating long-chain fatty acids in developing seeds.

Taken together, our assays enabled us to distinguish the functions of AAE1 and AAE5, two proteins that encode enzymes with the same biochemical activity and had been considered functionally redundant.

A BADH Involved in β-Oxidation

BADH belongs to subfamily 10 of the aldehyde dehydrogenase family, which is composed of amino-aldehyde dehydrogenases (EC 1.2.1.19), 4-aminobutyraldehyde dehydrogenases, 4-guanidinobutyr-aldehyde dehydrogenases (EC 1.2.1.54), and BADHs (EC 1.2.1.8; Brocker et al., 2013). Based on findings that BADH is induced by ABA, dehydration, salt, chilling, and oxidative stresses and that BADH oxidizes betaine aldehyde, 4-aminobutyraldehyde, and 3-aminopropionaldehyde to their corresponding carboxylic acids, it has been suggested that BADH may serve as a detoxification enzyme essential for the control of the level of aminoaldehydes that are produced in response to abiotic stresses (Missihoun et al., 2011). A recent study suggested that BADH, in conjunction with CuAO2 and CuAO3, functions in PA homeostasis (Planas-Portell et al., 2013). Similar to BADH, the expression of CuAO3 is also increased in response to ABA, MeJA, salicylic acid, and flagellin, suggesting that PA catabolism may be involved in plant stress response (Planas-Portell et al., 2013). In addition, PAs are essential for a wide range of physiological processes, including seed germination (Pieruzzi et al., 2011).

We have shown that plants lacking BADH are hypersensitive to the inhibitory effect of ABA on germination, accumulate higher amounts of long-chain fatty acids and oil bodies days after germination, and exhibit 2,4-DB resistance. These data point to a positive role for BADH in β-oxidation and seed germination. The role of BADH in β-oxidation remains to be determined at the biochemical level.

An Indigoidine Synthase in Seed Germination

INDA is involved in the biosynthesis of indigoidine, a blue pigment first described in the bacterium Erwinia chrysanthemi, which is implicated in protecting bacteria against oxidative stresses generated by reactive oxygen species produced during plant defense (Reverchon et al., 2002). Other than being present in most bacteria, INDA is found in the yeast Candida elegans and Arabidopsis (Finn et al., 2014). Based on the low expression level of this gene in Arabidopsis (Supplemental Fig. S2), we predict that INDA may play a regulatory rather than a housekeeping role and that its expression may be under tight temporal/spatial control. Among all of the mutants tested in this study, plants lacking INDA exhibited the strongest phenotype across most assays. Although the biochemical pathway in which this protein is involved remains speculative, INDA seems to have a profound effect on β-oxidation.

B12D1 in β-Oxidation

The expression of the barley (Hordeum vulgare) B12D gene (HvB12Dg1) is high in the aleurone layer and the embryo of developing seeds, diminishes toward seed maturity, and reappears in germinating seeds (Aalen et al., 1994). Consistently, the expression of HvB12Dg1 was shown to be regulated by two key hormones that control seed germination: up-regulation by gibberellic acid and down-regulation by ABA (Steinum and Berner, 1998). Similarly, Arabidopsis B12D1 is preferentially expressed during seed maturation and germination, causing poor seed germination in its absence. In cereal seeds, proteins localized in aleurone and embryo are involved in the synthesis and accumulation of lipid bodies, desiccation tolerance, and dormancy (Aalen et al., 1994), but the precise function of HvB12D1 is still unclear. We have shown that plants lacking B12D1 are resistant to 2,4-DB and accumulate oil bodies and long-chain fatty acids in germinated seedlings, suggesting the involvement of B12D1 in β-oxidation-related processes during germination. The biochemical function of B12D1 remains to be determined.

CONCLUSION

Our systematic and quantitative analysis of mutants of recently discovered Arabidopsis peroxisomal genes identified additional peroxisomal proteins with varying degrees of contribution to β-oxidation. This study has taken a step forward toward completely dissecting the plant β-oxidation network and it will provide a framework for future investigations to integrate genetics and physiology with biochemical and metabolic assays to identify substrates for all enzymes in β-oxidation.

MATERIALS AND METHODS

Plant Material and Growth Conditions

Arabidopsis (Arabidopsis thaliana) ecotypes Col-0, Col-3, and Ws-4 as well as pex14 (SALK_007441), opcl1 (SALK_140659), acx4-1 (SALK_000879), and kat2-3 (SALK_024922) mutants were used as controls. Seed stocks were obtained from the Arabidopsis Biological Resource Center, the Nottingham Arabidopsis Stock Centre, and the Institut National de la Recherche Agronomique-Versailles Genomic Resource Center (Table I; Supplemental Table S1). Surface-sterilized seeds were plated on one-half-strength LS medium (Caisson Laboratories, Inc.) solidified with 0.8% (w/v) agar and supplemented with 1% (w/v) Suc. Plants were grown at 22°C under continuous illumination at 75 µmol photons m−2 s−1. Homozygous lines were identified by PCR analysis of genomic DNA from 7-d seedlings. The location of the T-DNA insertion was confirmed by sequencing of the PCR products. Primers used are listed in Supplemental Table S5.

RNA Analysis

For RT-PCR analysis of the mutants, total RNA was isolated from 7-d seedlings grown on medium with 1% (w/v) Suc as described previously (Mallory et al., 2001). After being treated with DNaseI (QIAGEN), 1 µg of each RNA sample was reverse transcribed using the SuperScript III Reverse Transcriptase Kit (Invitrogen). The expression level of the target gene was analyzed by PCR using 50 ng of complementary DNA for 25 (for UBIQUITIN10) or 35 (for target gene) cycles. The gene-specific primers used are summarized in Supplemental Table S5.

Physiological Assays

For germination assays, seeds harvested from plants that had been grown simultaneously were sown on 0.8% (w/v) agar plates (i.e. plain agar plate) or one-half-strength LS medium solidified with 0.8% (w/v) agar. The plates were kept at 4°C for 4 d before being transferred to a growth chamber with continuous low light intensity (plates covered with mesh) or darkness. An additional set of plates was exposed to light for 1 h before being placed in the dark in the growth chamber. After 5 d, radicle emergence was scored. For seed germination in response to ABA, seeds were sown on plain agar plates supplemented with ABA (Sigma-Aldrich). After 4 d of stratification at 4°C, plates were transferred to the growth chamber and grown in the light for 5 or 10 d before radicle emergence was scored. All of the data are representative of at least three independent experiments. For each experiment, n = 50.

For Suc dependence analysis, seeds were placed on plates supplemented with or without 1% (w/v) Suc and stratified at 4°C for 2 d. After 7 d in the growth chamber with continuous low-intensity light or darkness, the plates were scanned using an EPSON scanner (Epson Perfection 4870 PHOTO). Hypocotyl lengths of dark-grown seedlings and roots of light-grown seedlings were measured using ImageJ (imagej.nih.gov/ij/). To study IAA, IBA, 2,4-D, 2,4-DB, and OPDA responses, seeds were sown on plates containing 0.5% (w/v) Suc and various concentrations of IAA (BioWORLD), IBA (Sigma-Aldrich), 2,4-D (Sigma-Aldrich), 2,4-DB (Sigma-Aldrich), OPDA (Cayman Chemical), or MeJA (Sigma-Aldrich) as described in the figures. The plates were then stored at 4°C for 2 d and placed in the growth chamber with continuous low-intensity light. Root length was quantified at 7 d. All of the data are representative of at least three independent experiments. For each experiment, n = 50.

To detect photorespiratory phenotypes, 2-week seedlings were transferred from plates to soil and placed in a growth cabinet with a controlled environment at a light intensity of 115 µmol photons m−2 s−1, 20°C, 16-h-light/8-h-dark photoperiod, and CO2 concentration of 80 (low CO2 concentration) or 400 µL L−1 (ambient air). After 2 weeks, plants were photographed with a COOLPIX 8800 VR camera (Nikon).

Visualization of Oil Bodies

Etiolated seedlings grown on 0.8% (w/v) agar for 5 or 7 d were stained for 5 min with 1 µg mL−1 of aqueous solution of Nile Red (Molecular Probes) as previously described (Greenspan et al., 1985; Linka et al., 2008). Images were recorded using an Olympus FluoView 1000 Spectral-Based Laser Scanning Confocal Microscope System (excitation wavelength = 450–500 nm; emission wavelength > 528 nm) with the 60× objective. All of the data are representative of at least three independent experiments. For each experiment, n = 12.

Fatty Acid Analysis

Amounts of fatty acids in seeds and seedlings were analyzed as fatty acid methyl esters (FAMEs) according to a published protocol (Li et al., 2006). Briefly, 50 seedlings or 100 seeds were placed in a tube with a screw cap. Added to the tube were 2 mL of 5% (v/v) H2SO4 in methanol, 300 µL of Toluene, and 10 to 60 µg of Tri15:0TAG (amount used depends on the tissue) as the internal standard. The tubes were capped and vortexed to ensure submergence of the sample; later, they were heated for 90 min at 85 °C. The resulting FAMEs were extracted using hexane and 0.9% NaCl, dried down under nitrogen gas, and resuspended in the appropriate volume of hexane. FAMEs were analyzed by gas chromatography with a flame ionization detector. Samples were separated on a DB-23 capillary column (30 m × 0.25 mm i.d., 0.25-µm film thickness; J&W Scientific), and helium was used as carrier gas at a constant flow of 1.5 mL min−1. For gas chromatography, oven temperature was maintained at 140°C for 3 min followed by a 5°C per minute increase until the oven reached 230°C and a final 3 min at 230°C. Injector and detector were maintained at 250°C throughout the analysis.

Statistical Analysis

To reveal statistical differences between the mutants and the wild type, all data generated from the assays were subjected to an unpaired Student’s t test. We considered differences between mutants and wild-type plants with P < 0.01 as significant.

Supplemental Data

The following materials are available in the online version of this article.

Supplementary Material

Supplemental Data

Acknowledgments

We thank Dr. Navneet Kaur for helpful discussions throughout this project and critical reading of the article; Dr. Henrik Tjellström for help with fatty acid measurements; Drs. Dirk Colbry and Ian Dworkin for expert assistance in generating heat maps; Dr. Melinda Frame for helping with confocal microscopy; Drs. Gregg Howe and Gilles Basset for providing opcl1 and dhnat1-1 seeds; and the Arabidopsis Biological Resource Center, the Nottingham Arabidopsis Stock Centre, and the Institut National de la Recherche Agronomique-Versailles Genomic Resource Center for providing most of the mutant seeds.

Glossary

ABA

abscisic acid

Col-0

Columbia-0

Col-3

Columbia-3

FAME

fatty acid methyl ester

IAA

indole 3-acetic acid

IBA

indole 3-butyric acid

JA

jasmonic acid

LS

Linsmaier and Skoog

MeJA

methyl-jasmonic acid

OPDA

12-oxo-phytodienoic acid

PA

polyamine

RT

reverse transcription

TAG

triacylglycerol

Ws-4

Wassilewskija-4

2,4-D

2,4-dichlorophenoxy acetic acid

2,4-DB

2,4-dichlorophenoxybutyric acid

T-DNA:

transfer DNA

Footnotes

1

This work was supported by the National Science Foundation Arabidopsis 2010 Program (Molecular and Cellular Biology grant no. 0618335) and the Chemical Sciences, Geosciences and Biosciences Division, Office of Basic Energy Sciences, Office of Science, U.S. Department of Energy (grant no. DE–FG02–91ER20021 to J.H.).

[W]

The online version of this article contains Web-only data.

[OPEN]

Articles can be viewed online without a subscription.

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