| Literature DB >> 27375654 |
Jennifer de Jonge1, Jan Kodde2, Edouard I Severing2, Guusje Bonnema3, Gerco C Angenent1, Richard G H Immink1, Steven P C Groot2.
Abstract
Most of the above ground tissues in higher plants originate from stem cells located in the shoot apical meristem (SAM). Several plant species can suffer from spontaneous stem cell arrest resulting in lack of further shoot development. In Brassica oleracea this SAM arrest is known as blindness and occurs in an unpredictable manner leading to considerable economic losses for plant raisers and farmers. Detailed analyses of seedlings showed that stem cell arrest is triggered by low temperatures during germination. To induce this arrest reproducibly and to study the effect of the environment, an assay was developed. The role of genetic variation on the susceptibility to develop blind seedlings was analyzed by a quantitative genetic mapping approach, using seeds from a double haploid population from a cross between broccoli and Chinese kale, produced at three locations. The analysis revealed, besides an effect of the seed production location, a region on linkage group C3 associated with blindness sensitivity. A subsequent dynamic genome-wide transcriptome analysis resulted in the identification of around 3000 differentially expressed genes early after blindness induction. A large number of cell cycle genes were en masse induced early during the development of blindness, whereas shortly after, all were down-regulated. This miss-regulation of core cell cycle genes is accompanied with a strong reduction of cells reaching the DNA replication phase. From the differentially expressed genes, 90 were located in the QTL region C3. Among them are two genes belonging to the MINICHROMOSOMAL MAINTENANCE gene family, known to be involved in DNA replication, a RETINOBLASTOMA-RELATED gene, a key regulator for cell cycle initiation, and several MutS homologs genes, involved in DNA repair. These genes are potential candidates for being involved in the development of blindness in Brassica oleracea sensitive genotypes.Entities:
Keywords: Brassica oleracea; blind plants; cell cycle activity; germination; seedlings; shoot apical meristem; stem cells
Year: 2016 PMID: 27375654 PMCID: PMC4896912 DOI: 10.3389/fpls.2016.00800
Source DB: PubMed Journal: Front Plant Sci ISSN: 1664-462X Impact factor: 5.753
Response of three seed lots from Brassica oleracea cultivars and one double haploid line from the AGDH population, to standard growth conditions (control) or after induction by treating the seeds with low temperature for 10 days on moist filter paper at 0–1°C.
| Seed lot number | Seedlings obtained | Frequency blind plants | |||
|---|---|---|---|---|---|
| Control | Induced | Control | Induced | ||
| 1645 | Green cabbage (Stanton F1) | 94% | 75% | 0% | 63% |
| 2105 | Kohlrabi | 92% | 85% | 0% | 80% |
| 2110 | Broccoli | 96% | 79% | 8% | 55% |
| 2518 | AG 1012(DH line) | 89% | 79% | 0% | 29% |
QTL effects for the three seed production locations for the sensitivity to induction of blind plants as observed in the AGDH lines obtained from the cross GDDH33 × A12DHHd.
| Seed production location | QTL effect | High value allele from | Standard error | Percentage variance explained | |
|---|---|---|---|---|---|
| Company 1 | 0.41 | A12DHHd | 0.018 | 12.2 | |
| Company 2 | 0.17 | A12DHHd | 0.217 | 2.0 | |
| Company 3 | 0.58 | A12DHHd | 0.000 | 19.0 |
Top 20 genes located in the QTL region with the most significant difference between the induced sensitive sample relative to the un-induced sensitive sample 2 days after the cold induction.
| Homolog in | TAIR annotation | Log2 fold change | Adjusted | |
|---|---|---|---|---|
| gBol042544 | - | - | 1.867 | 2.61E-07 |
| gBol042553 | AT2G07690 | MCM5 Minichromosome maintenance family protein | -1.329 | 1.41E-03 |
| gBol035542 | AT3G13650 | Disease resistance-responsive family protein | 1.294 | 1.99E-03 |
| gBol006646 | AT5G61810 | Mitochondrial substrate carrier family protein | 1.879 | 7.37E-03 |
| gBol022897 | AT3G18280 | Bifunctional inhibitor/lipid-transfer protein/seed storage 2S albumin superfamily protein | 1.94 | 1.09E+02 |
| gBol035492 | AT3G12860 | NOP56-like pre RNA processing ribonucleoprotein | -1.713 | 1.27E+02 |
| gBol035512 | AT3G13080 | ATMRP3, MRP3, ABCC3 multidrug resistance-associated protein 3 | -1.51 | 1.74E+02 |
| gBol030686 | AT4G02060 | PRL Minichromosome maintenance family protein | -1.274 | 1.51E+03 |
| gBol035455 | AT3G12280 | RBR1 retinoblastoma-related 1 | -1.382 | 1.52E+03 |
| gBol015863 | AT5G64420 | DNA polymerase V family | -1.343 | 1.55E+04 |
| gBol030685 | AT4G02070 | MSH6, MSH6-1, ATMSH6 MutS homolog 6 | -1.225 | 1.92E+04 |
| gBol010776 | AT4G01150 | Unknown protein | 1.392 | 2.73E+04 |
| gBol026646 | AT3G20630 | UBP14, TTN6, ATUBP14, PER1 ubiquitin-specific protease 14 | -1.05 | 8.65E+04 |
| gBol026545 | AT3G22660 | rRNA processing protein-related | -1.42 | 1.37E |
| gBol026635 | AT3G21055 | PSBTN photosystem II subunit T | 1.72 | 2.25E |
| gBol022890 | AT3G18524 | MSH2, ATMSH2 MutS homolog 2 | -1.166 | 2.89E |
| gBol026595 | AT3G21720 | ICL isocitrate lyase | -1.295 | 3.31E |
| gBol012448 | AT2G17720 | 2-oxoglutarate (2OG) and Fe(II)-dependent oxygenase superfamily protein | 1.311 | 3.42E |
| gBol042665 | AT2G16440 | MCM4 Minichromosome maintenance family protein | -1.284 | 4.23E |
Top 20 genes located in the QTL region with the most significant difference between the induced sensitive sample relative to the un-induced sensitive sample seven after the cold induction.
| Homolog in | Go annotation | Log2 fold change | Adjusted | |
|---|---|---|---|---|
| gBol035557 | AT3G13960 | Growth-regulating factor 5 | -5.758 | 1.10E-52 |
| gBol042608 | AT2G14900 | Gibberellin-regulated family protein | 1.849 | 5.88E-36 |
| gBol030685 | AT4G02070 | MSH6, MSH6-1, ATMSH6 MutS homolog 6 | -1.92 | 9.47E-22 |
| gBol042665 | AT2G16440 | MCM4 Minichromosome maintenance family protein | -1.884 | 2.02E-18 |
| gBol030686 | AT4G02060 | PRL Minichromosome maintenance family protein | -1.956 | 4.26E-17 |
| gBol010669 | AT3G02480 | Late embryogenesis abundant protein (LEA) family protein | 8.359 | 4.95E-17 |
| gBol022964 | AT3G17010 | AP2/B3-like transcriptional factor | -2.869 | 2.44E-16 |
| gBol042553 | AT2G07690 | MCM5 Minichromosome maintenance family protein | -1.755 | 6.57E-16 |
| gBol035492 | AT3G12860 | NOP56-like pre RNA processing ribonucleoprotein | -2.183 | 1.91E-15 |
| gBol042690 | AT2G16890 | UDP-Glycosyltransferase superfamily protein | 3.608 | 3.35E-15 |
| gBol022890 | AT3G18524 | MSH2, ATMSH2 MutS homolog 2 | -1.69 | 6.85E-15 |
| gBol022986 | AT3G16360 | AHP4 HPT phosphotransmitter 4 | 2.756 | 8.65E-11 |
| gBol042483 | AT3G25190 | Vacuolar iron transporter (VIT) family protein | 1.745 | 9.47E-10 |
| gBol010741 | AT3G02000 | ROXY1 Thioredoxin superfamily protein | -3.762 | 2.42E-9 |
| gBol035580 | AT3G14415 | Aldolase-type TIM barrel family protein | -1.328 | 8.16E-9 |
| gBol035541 | AT3G13640 | ATRLI1, RLI1 RNAse l inhibitor protein 1 | -2.48 | 1.02E-8 |
| gBol010957 | AT3G10690 | GYRA DNA GYRASE A | -1.409 | 2.26E-8 |
| gBol035497 | AT3G12970 | Unknown protein | -2.438 | 2.70E-8 |
| gBol035513 | AT3G13130 | Unknown protein; | 6.022 | 1.14E-7 |