| Literature DB >> 26528543 |
Kaori Ando1, Kevin M Carr2, Marivi Colle1, Ben N Mansfeld1, Rebecca Grumet1.
Abstract
Very young cucumber (Cucumis sativus) fruit are highly susceptible to infection by the oomycete pathogen, Phytophthora capsici. As the fruit complete exponential growth, at approximately 10-12 days post pollination (dpp), they transition to resistance. The development of age-related resistance (ARR) is increasingly recognized as an important defense against pathogens, however, underlying mechanisms are largely unknown. Peel sections from cucumber fruit harvested at 8 dpp (susceptible) and 16 dpp (resistant) showed equivalent responses to inoculation as did whole fruit, indicating that the fruit surface plays an important role in defense against P. capsici. Exocarp from 16 dpp fruit had thicker cuticles, and methanolic extracts of peel tissue inhibited growth of P. capsici in vitro, suggesting physical or chemical components to the ARR. Transcripts specifically expressed in the peel vs. pericarp showed functional differentiation. Transcripts predominantly expressed in the peel were consistent with fruit surface associated functions including photosynthesis, cuticle production, response to the environment, and defense. Peel-specific transcripts that exhibited increased expression in 16 dpp fruit relative to 8 dpp fruit, were highly enriched (P<0.0001) for response to stress, signal transduction, and extracellular and transport functions. Specific transcripts included genes associated with potential physical barriers (i.e., cuticle), chemical defenses (flavonoid biosynthesis), oxidative stress, penetration defense, and molecular pattern (MAMP)-triggered or effector-triggered (R-gene mediated) pathways. The developmentally regulated changes in gene expression between peels from susceptible- and resistant- age fruits suggest programming for increased defense as the organ reaches full size.Entities:
Mesh:
Year: 2015 PMID: 26528543 PMCID: PMC4631441 DOI: 10.1371/journal.pone.0142133
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1Phytophthora capsici disease development on cucumber fruit and peels.
(A) Pathogen growth on whole, unwounded cucumber fruit. Fruit were harvested at 8 or 15 days post pollination (dpp) and inoculated with zoospore suspensions of P. capsisi. The photograph was taken at 5 days post-inoculation. The 8 dpp fruit is covered with mycelial growth. (B) Disease development on peel sections and underlying fruit, or directly inoculated whole fruit as described in methods. x/y indicates age of overlying peel section/age of underlying intact fruit. Symptom score: 1 = no symptoms or localized necrosis; 2 = water soaking; 3 = sporulation. Each value is the mean of at least 9 fruit ±se. Bars marked with different letters indicate significant different, ANOVA, LSD, P<0.05.
Fig 2Chemical and physical properties of cucumber fruit peel at 8 and 16 days post pollination (dpp).
(A, B) Effect of aqueous and methanolic extracts from cucumber fruit peel on growth of Phytophthora capsici in vitro. Media in individual wells were treated with 10 μl methanolic or aqueous extracts of cucumber fruit peel or solvent controls prepared as described in methods and inoculated with 20 μl of zoospores at 105 zoospores ml-1. (A) Visual growth rating of isolate OP97 in response to extracts from 8 dpp and 16 dpp fruit peels, 3 days post inoculation. Rating was based on a 1–5 scale as illustrated in the sidebar. (B) Fluorescence emission from isolate NY0664-1RFP in response to aqueous and methanolic extracts. Each value is the mean of 4–5 replicate samples ± S.E. Bars marked with different letters are significantly different (LSD, P<0.05). Each experiment was performed twice with equivalent results. (C) Surface of cucumber fruit at 8 and 16 dpp. Magnification = 1200x; white bar = 10 microns.
Fig 3Gene expression in cucumber fruit peel and pericarp samples.
(A) Principal component analysis of transcript expression levels for 8 and 16 days post pollination (dpp) peel and pericarp samples for all transcripts with ≥30 reads. The first two principal components account for 88% of the total variation. (B) Distribution of the portion of gene expression observed in the peel of 8 and 16 dpp fruit for all transcripts with ≥30 reads. The area to the right or left of the dotted vertical lines demarks those transcripts most strongly or most weakly expressed in the peel (top and bottom 2.5% and 5% respectively). (C, D) Expression patterns relative to fruit age and tissue type of genes preferentially expressed in (C) or excluded from (D) the peel at 8 and/or 16 dpp (8 = 8 dpp pericarp; 8p = 8 dpp peel; 16 = 16 dpp pericarp; 16p = 16 dpp peel). (E, F) Examples of transcripts differentially expressed between the peel (8p, 16p) and pericarp (8, 16) samples. (E) GDSL-motif transcripts. (F) Phloem and aquaporin transcripts. Gene labels refer to cucumber transcript assembly numbers (Sup. File 1).
Putative transcription factors enriched or reduced in cucumber peel at 8 and 16 days post-pollination.
| Transcript Number | Cucumber CDS | ESTs/100,000 | % reads in peel | Hit ID Arabidopsis | Hit Description | E value | |
|---|---|---|---|---|---|---|---|
| Pericarp | Peel | ||||||
| 14161 | 3M710870.1 | 0.00 | 5.99 | 100.0 | At1g80840 | WRKY40 transcription factor | 1.0E-77 |
| 9034 | 3M809420.1 | 1.07 | 7.95 | 88.2 | At2g42200 | SPL9 (SQUAMOSA Promoter binding protein-like 9) | 1.0E-25 |
| 4603 | 5M603910.1 | 1.03 | 6.81 | 86.8 | At1g10470 | ARR4 (RESPONSE REGULATOR 4) | 1.0E-62 |
| 29023 | 2M301540.1 | 1.07 | 6.77 | 86.4 | At5g01880 | Zn finger (C3HC4-type RING finger) | 4.0E-33 |
| 9225 | 3M816030.1 | 8.96 | 52.03 | 85.1 | At1g08810 | MYB60 (myb domain protein 60) | 4.0E-76 |
| 29496 | 2M354820.1 | 2.09 | 10.54 | 83.5 | At1g27730 | STZ (salt tolerance zinc finger) | 2.0E-53 |
| 22834 | 6M094760.1 | 2.65 | 11.47 | 83.5 | At5g50570 | Squamosa promoter binding protein, putative | 5.0E-43 |
| 15026 | 3M750350.1 | 1.03 | 5.17 | 83.3 | At5g03720 | At-HSFA3 (heat shock transcription factor A3) | 2.0E-74 |
| 5285 | 2M428380.1 | 1.55 | 7.24 | 82.4 | At2g23320 | WRKY15; calmodulin binding | 1.0E-69 |
| 42396 | 3M018320.1 | 4.17 | 19.11 | 82.1 | At4g17490 | AtERF6 (ethylene response element binding factor 6) | 1.0E-52 |
| 43150 | 3M826690.1 | 2.65 | 11.40 | 81.1 | At3g28910 | MYB30 (myb domain protein 30) | 9.0E-81 |
| 13524 | 1M033200.1 | 4.14 | 17.34 | 80.7 | At5g62470 | MYB96 (myb domain protein 96) | 2.0E-89 |
| 7109 | 7M429520.1 | 2.59 | 10.41 | 80.1 | At5g06710 | HAT14 (Homeobox from Arabidopsis thaliana) | 9.0E-79 |
| 14554 | 3M733980.1 | 7.36 | 0.00 | 0.0 | At2g37740 | ZFP10 (Zinc finger protein 10) | 6.0E-19 |
| 41443 | 7M378520.1 | 29.80 | 0.00 | 0.0 | At3g04730 | IAA16; early auxin induced, transcription factor | 1.0E-72 |
| 25851 | Chrom5NA | 7.86 | 0.00 | 0.0 | At4g09960 | STK (SEEDSTICK) | 4.0E-54 |
| 2743 | 6M520410.3 | 10.46 | 0.00 | 0.0 | At4g18960 | AG (AGAMOUS) | 5.0E-45 |
| 42893 | 1M467100.1 | 84.30 | 0.55 | 0.7 | At2g42830 | SHP2 (SHATTERPROOF 2) | 4.0E-74 |
| 38366 | 5M146260.1 | 9.46 | 0.25 | 2.6 | At5g47610 | Zn finger (C3HC4-type RING finger) | 8.0E-35 |
| 50868 | 3M016400.1 | 7.78 | 0.21 | 2.7 | At4g18020 | APRR2 (pseudo response regulator 2) | 1.0E-101 |
| 22831 | 6M095270.1 | 5.80 | 0.21 | 3.6 | At1g24260 | SEP3 (SEPALATTA3) | 2.0E-65 |
| 48984 | 6M291920.1 | 17.25 | 0.78 | 4.3 | At5g60450 | ARF4 (Auxin response factor 4) | 1.0E-129 |
| 22337 | 5M270900.1 | 16.64 | 0.75 | 4.3 | At2g02070 | AtIDD5 (Arabidopsis thaliana Intermediate domain 5) | 1.0E-150 |
| 18472 | 1M651710.1 | 8.44 | 0.50 | 5.6 | At1g65480 | FT (FLOWERING LOCUS T) | 2.0E-73 |
| 2433 | 6M526230.1 | 10.51 | 0.71 | 6.4 | At2g34830 | WRKY35 (WRKY DNA binding protein 35) | 2.0E-71 |
| 25082 | 4M645240.1 | 10.07 | 0.96 | 8.7 | At1g10120 | DNA binding transcription factor | 2.0E-63 |
| 24179 | 2M000630.1 | 28.67 | 2.78 | 8.8 | At2g19810 | Zn finger (CCCH-type family protein) | 1.0E-101 |
| 51052 | 5M198240.1 | 18.85 | 1.99 | 9.6 | At5g05790 | MYB family transcription factor | 3.0E-71 |
| 48460 | 3M073900.1 | 37.82 | 4.09 | 9.8 | At1g50640 | ERF3 (ethylene response element binding factor 3) | 8.0E-61 |
a Not annotated—located in cucumber genome, but not currently annotated in Chinese Long v.2 draft
Functional enrichment of genes preferentially expressed in peels at 16 days post pollination (dpp).
Transcripts were selected based on criteria of top 5% for expression in peel and top 5% for increase in 16 dpp peel vs. 8 dpp peel. The resulting 105 transcripts had >72% of reads in peel samples and >8-fold increase above 8 dpp peel samples.
| Classification | Normalized frequency | Bootstrap Std Dev | P value |
|---|---|---|---|
| Other biological processes | 3.09 | 0.357 | 1.13 E-11 |
| Response to stress | 2.70 | 0.334 | 3.89 E-10 |
| Other enzyme activity | 2.43 | 0.300 | 4.18 E-07 |
| Extracellular | 2.40 | 0.444 | 1.74 E-05 |
| Response to abiotic of biotic stimulus | 2.32 | 0.361 | 1.73 E-06 |
| Signal transduction | 2.29 | 0.456 | 6.81 E-04 |
| Transport | 1.99 | 0.328 | 2.28 E-04 |
| Other membranes | 1.64 | 0.295 | 5.23 E-03 |
| Other metabolic processes | 1.50 | 0.080 | 4.37 E-07 |
| Other cytoplasmic components | 1.40 | 0.19 | 9.28 E-03 |
| Other cellular processes | 1.36 | 0.083 | 6.77 E-05 |
a Functional distribution, normalized frequency, and bootstrap standard deviation (SD) of contigs with putative Arabidopsis homologs was determined using the categories classification from the Classification SuperViewer from Bio-Array Resource for Arabidopsis Functional Genomics for Gene Ontology [http://compbio.dfci.harvard.edu/tgi/982 software96/].
Putative pathogen defense-associated transcripts preferentially expressed in cucumber fruit peel at 16 days post pollination.
| Transcript Number | Cucumber CsaCDS | ESTs/105 16 dpp peel | % reads in peel | 16dpp peel/8dpp peel | Hit ID Arabidopsis | Hit Description | E value |
|---|---|---|---|---|---|---|---|
| 42396 | 3M018320.1 | 18.33 | 82.1 | 21.0 | At4617490 | ATERF6 (ethylene responsive element binding factor 6) | 1E-52 |
| 53532 | 1M033160.1 | 17.01 | 87.0 | 27.3 | At5g62480 | ATGSTU9 (glutathione-S-transferase TAU 9) | 1E-64 |
| 43980 | 4M064630.1 | 59.49 | 87.5 | 8.9 | At1g78340 | ATGSTU22 (glutathione-S-transferase TAU 22) | 2E-42 |
| 43984 | 4M064650.1 | 33.46 | 73.9 | 16.7 | At1g17180 | ATGSTU25 (glutathione-S-transferase TAU 25) | 1e-91 |
| 3557 | 6M507520.1 | 59.35 | 80.5 | 157.7 | At3g12500 | ATHCHIB (Arabidopsis thaliana basic chitinase) | 1E-128 |
| 34558 | 7M031650.1 | 9.45 | 80.2 | 9.4 | At4g12720 | ATNUDT7 (nudix hydrolase homolog 7) | 3E-86 |
| 24234 | 2M000460.1 | 2.85 | 72.8 | 29.5 | At4g29720 | ATPA05 (Polyamine oxidase 5) | 1E-170 |
| 38780 | 4M622230.1 | 17.98 | 75.6 | 11.1 | At3g14690 | CYP72A15; electron carrier | 1E-161 |
| 15574 | 1M006320.1 | 3.46 | 87.0 | 35.6 | At3g48090 | EDS1 (enhanced disease susceptibility 1) | 1E-117 |
| 3105 | 6M516960.1 | 7/56 | 80.1 | 8.7 | At4g21510 | F-box family protein | 2E-30 |
| 3642 | 6M507140.1 | 52.72 | 87.3 | 46.8 | At1g75900 | Family II extracellular lipase (EXL3) | 1E-100 |
| 22665 | 6M108510.1 | 8.10 | 80.2 | 21.8 | At3g51240 | F3H (flavonone-3-hydroxylase) | 1E-120 |
| 29623 | 2M354820.1 | 36.49 | 76.9 | 10.0 | At4g32940 | GAMMA-VPE (Gamma vacuolar processing enzyme) | 0 |
| 21123 | 6M117710.1 | 6.71 | 86.9 | 18.1 | At1g76490 | HMG1 (hydroxy methylglutaryl CoA reductase 1) | 0 |
| 4009 | 5M609650.1 | 71.39 | 83.6 | 38.5 | At1g68530 | KCS6 (3-ketoacyl-CoA synthase 6) | 0 |
| 1636 | 3M144140.1 | 14.91 | 91.1 | 13.6 | At5g43760 | KCS20 (3-ketoacyl-CoA synthase 20); fatty acid elongase | 0 |
| 13524 | 1M033200.1 | 16.51 | 80.7 | 17.9 | At5g62470 | MYB96 (MYB domain protein 96) | 2E-89 |
| 10009 | 4M008780.1 | 8.67 | 1.00 | 13.4 | At3g53260 | PAL; phenylalanine ammonia-lyase | 0 |
| 44827 | 2M433930.1 | 7.53 | 87.9 | 76.3 | At1g59870 | PEN3; PDR12 (PLEIOTROPIC DRUG RESISTANCE 12) | 0 |
| 27490 | 4M285730.1 | 53.46 | 88.2 | 85.4 | At5g06720 | Peroxidase 2 | 7E-95 |
| 53444 | 4M285760.1 | 33.59 | 78.6 | 23.5 | At5g06730 | Peroxidase superfamily protein | 3E-98 |
| 52067 | 6M213910.1 | 20.47 | 76.7 | 205.7 | At5g05340 | Peroxidase superfamily protein | 1E-116 |
| 8758 | 3M782630.1 | 9.45 | 90.4 | 27.3 | At2g35930 | PUB23 (PLANT U-BOX 23) ubiquitin protein ligase | 4E-123 |
| 13606 | 1M039020.1 | 14.12 | 87.8 | 12.6 | At5g61210 | SNAP33 (soluble N-ethylmaleimide-sensitive factor adaptor protein) | 3E-91 |
| 50760 | 2M251460.3 | 3.85 | 79.4 | 11.3 | At4g34640 | SQS1 (squalene synthase 1) | 0 |
| 25013 | 4M642460.1 | 41.05 | 77.5 | 21.9 | At1g27730 | STZ (salt tolerance zinc finger) | 2E-58 |
| 29496 | 2M354820.1 | 9.98 | 83.5 | 15.4 | At1g27730 | STZ (salt tolerance zinc finger) | 2E-53 |
| 8776 | 3M782680.1 | 6.95 | 92.9 | 70.5 | At3g11820 | SYP121 (SYNTAXIN OF PLANTS 121); PEN1 (penetration 1) | 1E-69 |
| 34134 | 3M643770.1 | 8.74 | 90.1 | 10.1 | At5g07990 | TT7 (Transparent testa 7) flavonoid 3’-monoxygenase | 1E-114 |
| 14161 | 3M710870.1 | 5.49 | 100.0 | 9.3 | At1g80840 | WRKY40 transcription factor | 1E-77 |
| 47100 | 7M390100.1 | 7.92 | 77.2 | 8.6 | At1g48910 | YUC10; FAD binding/monooxygenase | 7E-98 |
| 3738 | 6M505230.1 | 4.21 | 89.1 | 43.1 | At2g21320 | Zinc finger (B box type) family protein | 2E-51 |
Fig 4Expression analysis of putative defense related genes.
(A) qRT-PCR verification of potential pathogen defense-related genes with elevated expression in 16 days post pollination (dpp) peels. (B) Relative expression of SYP121/SNAP33 co-expressed genes in 8 and 16 dpp pericarp and peel samples as assessed by 454 pyrosequencing. Genes shown are in the order listed in Table 4. (C) Expression of CsFM01 as assessed by 454 pyrosequencing (left) and qRT-PCR analysis (right). 8 = 8 dpp pericarp; 8p = 8 dpp peel; 16 = 16 dpp pericarp; 16p = 16 dpp peel.
Co-expression analysis of putative cucumber homologs of MLO2/SYP121/SNAP33- co-expressed genes from Arabidopsis.
Putative homologs of MLO2/SYP121/SNAP33- co-expressed genes from Arabidopsis (as identified by Humphrey et al.[31] were tested for co-expression with cucumber SYP121 and SNAP33 genes in cucumber pericarp (0, 4, 8, 12, and 16 dpp) and peel (8 and 16 dpp) samples.
| TranscriptNumber | Cucumber Csa CDS | ESTs/105 16 dpp peel | Corr. With SYP121/SNAP33 | P-value | Hit ID Arabidopsis | Hit Description | E value |
|---|---|---|---|---|---|---|---|
| 8776 | 3M782680.1 | 12.5 | At3g11820 | SYP121 (Syntaxin of plants 121);PEN1 (penetration1)b | 1.0E-124 | ||
| 13606 | 1M039020.1 | 14.1 | At5g61210 | SNAP33 (soluble N-ethylmaleimide-senstive factor adaptor protein 33) | 3.0E-91 | ||
| 33242 | 1M601530.1 | 94.1 | 0.984 | <0.001 | At5g21090 | Leucine-rich repeat protein, putative | 1.0E-100 |
| 13843 | 1M042460.1 | 16.2 | 0.975 | <0.001 | At1g73805 | Calmodulin binding; SARD1 (systemic acquired resistance deficient 1) | 1.0E-94 |
| 14259 | 3M730710.1 | 27.1 | 0.963 | <0.001 | At5g01750 | Unknown protein | 9.0E-60 |
| 13997 | 1M042980.1 | 9.8 | 0.925 | 0.002 | At1g73500 | MKK9 (MAP kinase kinase 9) | 1.0E-114 |
| 6185 | 1M569130.1 | 4.3 | 0.897 | 0.004 | At5g26920 | CBP60G (CAM-binding protein 60-like G); calmodulin binding | 1.0E-51 |
| 8202 | 3M889130.1 | 9.2 | 0.876 | 0.005 | At2g25737 | Unknown protein | 0.0 |
| 34393 | 7M041930.1 | 5.5 | 0.856 | 0.007 | At3g21630 | CERK1 (Chitin elicitor receptor kinase 1) | 0.0 |
| 46112 | 3M651840.1 | 6.2 | 0.847 | 0.008 | At3g14050 | RSH2 (RelA SpoT homolog 2) | 0.0 |
| 31565 | 2M070870.1 | 12.8 | 0.835 | 0.010 | At2g24360 | Serine/threonine/tyrosine kinase, putative | 1.0E-117 |
| 24820 | 4M638480.1 | 9.6 | 0.833 | 0.010 | At4g33300 | ADR1-L1 (Activated disease resistance1-like 1); NB-LRR family protein | 0.0 |
| 38247 | 3M304140.1 | 33.0 | 0.794 | 0.018 | At5g37600 | ATGSR1 (copper ion binding / glutamate-ammonia ligase) | 0.0 |
| 38772 | 4M621210.1 | 14.8 | 0.793 | 0.018 | At1g17080 | Unknown protein | 1.0e-44 |
| 47275 | 7M373520.1 | 3.7 | 0.734 | 0.031 | At5g48380 | Leucine-rich repeat family protein | 4.0E-58 |
| 40525 | 1M074920.1 | 10.7 | 0.718 | 0.036 | At1g28280 | VQ motif containing protein | 4.0E-66 |
| 40561 | 1M075570.1 | 4.7 | 0.689 | 0.044 | At1g28380 | NSL1 (necrotic spotted lesions 1) | 2.0E-63 |
| 14951 | 3M746590.1 | 6.3 | 0.626 | 0.068 | At2g36680 | Located in ESCRT 1 complex | 8.0E-71 |
| 43939 | 4M063470.1 | 3.9 | 0.614 | 0.073 | At5g45110 | NPR3 (NPR1-like protein 3), non-expressor of PR genes1-like protein3 | 1.0E-152 |