Ethanol Production and Mitochondria-Related Gene ...seed.or.th/documents/pp61-12.pdf · 0 12 24 48...

39
Ethanol Production and Mitochondria-Related Gene Expression of Maize Seed after Artificial Aging Chalisa Chaengsakul Thesis committee : Damrongvudhi Onwimol, Ph.D. Asst. Prof. Pasajee Kongsil, Ph.D. Department of Agronomy Kasetsart University ADH1 1

Transcript of Ethanol Production and Mitochondria-Related Gene ...seed.or.th/documents/pp61-12.pdf · 0 12 24 48...

Page 1: Ethanol Production and Mitochondria-Related Gene ...seed.or.th/documents/pp61-12.pdf · 0 12 24 48 e tion els Hot humid treatment (hours) AOX1 a a a a 0.0 0.5 1.0 1.5 2.0 2.5 0 12

Ethanol Production and Mitochondria-Related Gene Expression of Maize Seed after Artificial Aging

Chalisa ChaengsakulThesis committee : Damrongvudhi Onwimol, Ph.D.

Asst. Prof. Pasajee Kongsil, Ph.D.Department of Agronomy

Kasetsart University

ADH1

1

Page 2: Ethanol Production and Mitochondria-Related Gene ...seed.or.th/documents/pp61-12.pdf · 0 12 24 48 e tion els Hot humid treatment (hours) AOX1 a a a a 0.0 0.5 1.0 1.5 2.0 2.5 0 12

Maize production was 4.93 million tons in 2017/18 tons but the demand of maize has continuously increased to 6.6 million tons in 2019 (Office of Agricultural Economics, 2018; Thai Feed Mill Association, 2018).

Maize production was 1,069.34 million tons in

2017/18 but the demand of maize has continuously increased to 1,091.77 million tons in 2018/2019 (Office of Agricultural Economics, 2018).

Maize production of the world

Maize production of Thailand

2

Introduction

Page 3: Ethanol Production and Mitochondria-Related Gene ...seed.or.th/documents/pp61-12.pdf · 0 12 24 48 e tion els Hot humid treatment (hours) AOX1 a a a a 0.0 0.5 1.0 1.5 2.0 2.5 0 12

1. Japan

2. China

3. Thailand

(Napasintuwong, 2015)

The export of value of maize seed form Thailand was estimatedat about 1.72 billion bath in 2016 and 2.12 billion bath in 2017

(Thai Seed Trade Association, 2018).

Asia

Thailand is the 24th largest seed exporter in the world

(Napasintuwong, 2015)

3

Page 4: Ethanol Production and Mitochondria-Related Gene ...seed.or.th/documents/pp61-12.pdf · 0 12 24 48 e tion els Hot humid treatment (hours) AOX1 a a a a 0.0 0.5 1.0 1.5 2.0 2.5 0 12

4Seed Technologist

Seed Storage Seed Deterioration

Page 5: Ethanol Production and Mitochondria-Related Gene ...seed.or.th/documents/pp61-12.pdf · 0 12 24 48 e tion els Hot humid treatment (hours) AOX1 a a a a 0.0 0.5 1.0 1.5 2.0 2.5 0 12

A model of seed deterioration is forwarded arguing that free radical assault on mitochondrial membranes may be a primary cause of seed deterioration (McDonald, 2006).

goo.gl/mtisqp 5

Introduction

Page 6: Ethanol Production and Mitochondria-Related Gene ...seed.or.th/documents/pp61-12.pdf · 0 12 24 48 e tion els Hot humid treatment (hours) AOX1 a a a a 0.0 0.5 1.0 1.5 2.0 2.5 0 12

Damage of inner mitochondrial membrane results in impairment of aerobic energy metabolism and reduced oxidative phosphorylation(Benamar et al., 2003).

(https://goo.gl/WKZKj6)

Seed produces metabolic energy by anaerobic fermentation, of which the end products are ethanol and lactic acid (Kennedy et al., 1992).

6

Introduction

Page 7: Ethanol Production and Mitochondria-Related Gene ...seed.or.th/documents/pp61-12.pdf · 0 12 24 48 e tion els Hot humid treatment (hours) AOX1 a a a a 0.0 0.5 1.0 1.5 2.0 2.5 0 12

Kodde et al. (2012) succeeded in

test with cabbage seed (Brassica oleracea L.) by modified breath analyser in “Agri” version and called “fast ethanol assay”.

https://goo.gl/OQ7zdi

One alternative towards assessing the quality of seed is to monitor the concentration of certain volatiles (acting as biological markers) evolved from the seeds; examples are ethanol (EtOH), acetaldehyde (Bicanic et al., 2003.)

7

Introduction

Page 8: Ethanol Production and Mitochondria-Related Gene ...seed.or.th/documents/pp61-12.pdf · 0 12 24 48 e tion els Hot humid treatment (hours) AOX1 a a a a 0.0 0.5 1.0 1.5 2.0 2.5 0 12

Pathogens borne in maize seed

Aflatoxins are primarily a problem associated with maize, as it is infested with Aspergillus flavus and Aspergillusparasiticus in the field as well as storage (Nasir & Jolley, 2002).

AflatoxinAspergillus flavus

Fungi separate from maize can produced aflatoxin such as Aspergillusflavus, Aspergillus parasiticus and Aspergillus nomius(Saito and Tsuruta, 1993).

https://goo.gl/BEXH3U

8

Introduction

Page 9: Ethanol Production and Mitochondria-Related Gene ...seed.or.th/documents/pp61-12.pdf · 0 12 24 48 e tion els Hot humid treatment (hours) AOX1 a a a a 0.0 0.5 1.0 1.5 2.0 2.5 0 12

AflatoxinAspergillus flavus

Pathogens borne in maize

seed

Thailand found Aspergillus flavus more than Aspergillus parasiticus (Moss,1998)

https://goo.gl/KdyPnV

9

Introduction

Page 10: Ethanol Production and Mitochondria-Related Gene ...seed.or.th/documents/pp61-12.pdf · 0 12 24 48 e tion els Hot humid treatment (hours) AOX1 a a a a 0.0 0.5 1.0 1.5 2.0 2.5 0 12

https://goo.gl/vjkosF

COXc

AOX1

ATPase

Ethanol

Acetaldehyde

ADH1

Glucose

Glycolysis

Anaerobic Respiration

https://goo.gl/KgTkWJ

Plant cell

https://goo.gl/8CfG9P

Aerobic Respiration

10

Page 11: Ethanol Production and Mitochondria-Related Gene ...seed.or.th/documents/pp61-12.pdf · 0 12 24 48 e tion els Hot humid treatment (hours) AOX1 a a a a 0.0 0.5 1.0 1.5 2.0 2.5 0 12

Zhang et al. (2016) reported Yliangyou 2 hybridrice seed aging pyruvate decarboxylase and alcohol dehydrogenase increase dramatically in embryo.

ADH1

When mitochondria not functional, COXc in plants mitochondria would integrate the oxidative stress signal, leading to a release of cytochrome c, which is considered to be a signal for the cytoplasm to execute a PCD (Jones, 2000).

COXc

AOX1 were expression when include abiotic stresses such as low temperature, drought, and nutrient deficiency, as well as biotic stresses such as bacterial infection (Vanlerberghe, 2013).

AOX1

Yin et al. (2016) reported the assembly of

mitochondrial ATP synthase was inhibited in aged seed, causing ATP production to decrease.

ATPase

11

Page 12: Ethanol Production and Mitochondria-Related Gene ...seed.or.th/documents/pp61-12.pdf · 0 12 24 48 e tion els Hot humid treatment (hours) AOX1 a a a a 0.0 0.5 1.0 1.5 2.0 2.5 0 12

To evaluate mitochondria degradation

via gene expression analysis including fast ethanol assay for detecting ethanol production from seed after artificial aging

12

Objective

Page 13: Ethanol Production and Mitochondria-Related Gene ...seed.or.th/documents/pp61-12.pdf · 0 12 24 48 e tion els Hot humid treatment (hours) AOX1 a a a a 0.0 0.5 1.0 1.5 2.0 2.5 0 12

Maize F1 hybrid seed

13

ข้าวโพดเลีย้งสัตว์พันธ์ุ A

Materials and Method

Page 14: Ethanol Production and Mitochondria-Related Gene ...seed.or.th/documents/pp61-12.pdf · 0 12 24 48 e tion els Hot humid treatment (hours) AOX1 a a a a 0.0 0.5 1.0 1.5 2.0 2.5 0 12

Sterilization

• Germination test (ISTA, 2015)

• Vigor test (ISTA, 2015)

• Fast ethanol assay

• Gene expression analysis (qPCR)

Sterilization

Unsterilization

1.0% sodium hypochlorite10 minute

(Sauer and Burroughs, 1986)

Maize seed Sterilized seed

Sterilization

Data collection

14

Page 15: Ethanol Production and Mitochondria-Related Gene ...seed.or.th/documents/pp61-12.pdf · 0 12 24 48 e tion els Hot humid treatment (hours) AOX1 a a a a 0.0 0.5 1.0 1.5 2.0 2.5 0 12

Artificial Aging by Hot Humid Treatment

Germination test (ISTA, 2015)

Vigor test (ISTA, 2015)

Fast ethanol assay

Gene expression analysis (qPCR)

Data Collection

Experimental design: CRD

Maize seed

Hot air oven 42°C0, 12, 24, 48 hours

15

Page 16: Ethanol Production and Mitochondria-Related Gene ...seed.or.th/documents/pp61-12.pdf · 0 12 24 48 e tion els Hot humid treatment (hours) AOX1 a a a a 0.0 0.5 1.0 1.5 2.0 2.5 0 12

Germination test (ISTA, 2015)

Between paper-BP- techniques

Maize seed Paper towel

1 2

3 4

Germinator 25°C50 seed 4 replicates 16

Page 17: Ethanol Production and Mitochondria-Related Gene ...seed.or.th/documents/pp61-12.pdf · 0 12 24 48 e tion els Hot humid treatment (hours) AOX1 a a a a 0.0 0.5 1.0 1.5 2.0 2.5 0 12

Vigor tests (ISTA, 2015)

Single count of radicle emergence

(modified by ISTA, 2015)

After germination50 hours 25°C,

(modified by ISTA, 2015)

Accelerated aging test (ISTA, 2015)

2

4

Maize seed

1

AA Jar

3

Hot air oven42°C 72 hours Seed Germination Test

Radicle 2 mm.

17

Page 18: Ethanol Production and Mitochondria-Related Gene ...seed.or.th/documents/pp61-12.pdf · 0 12 24 48 e tion els Hot humid treatment (hours) AOX1 a a a a 0.0 0.5 1.0 1.5 2.0 2.5 0 12

Fast ethanol assay

Vigor test (ISTA, 1995)

1

Maize seed

2

10 seed and add water for

20% SMC

4

Modified breath analyser “Agri”

version

3

Hot air oven70°C 1.5 Hours

18

Page 19: Ethanol Production and Mitochondria-Related Gene ...seed.or.th/documents/pp61-12.pdf · 0 12 24 48 e tion els Hot humid treatment (hours) AOX1 a a a a 0.0 0.5 1.0 1.5 2.0 2.5 0 12

Gene Expression Analysis (qPCR)

Maize seed1Seed grinder

(MICRO HAMMER CUTTER MILLLABORATORY GRINDER 601 MHCM)

2

https://goo.gl/0R1hCG

19

Page 20: Ethanol Production and Mitochondria-Related Gene ...seed.or.th/documents/pp61-12.pdf · 0 12 24 48 e tion els Hot humid treatment (hours) AOX1 a a a a 0.0 0.5 1.0 1.5 2.0 2.5 0 12

CTAB and PVP Buffer NanoDrop®(scientific)

RNA Extraction(Modified by Lodhi et al., 1994)

3

Gene Expression Analysis (qPCR)

20

Page 21: Ethanol Production and Mitochondria-Related Gene ...seed.or.th/documents/pp61-12.pdf · 0 12 24 48 e tion els Hot humid treatment (hours) AOX1 a a a a 0.0 0.5 1.0 1.5 2.0 2.5 0 12

cDNA(Thermo Scientific Revert Aid First Strand cDNA Synthesis Kit)

4

Gene Expression Analysis (qPCR)

5 qPCR

21

Page 22: Ethanol Production and Mitochondria-Related Gene ...seed.or.th/documents/pp61-12.pdf · 0 12 24 48 e tion els Hot humid treatment (hours) AOX1 a a a a 0.0 0.5 1.0 1.5 2.0 2.5 0 12

Gene Accession Types Sequence (5'3') Annealing

temperature

Alcohol dehydrogenase

(Adh1-S)L23548.1

Forward primer GGTTCGACAGTGGCTGTTTT58OC

Reverse primer TGTGGTCTTTTGGGTTCACA

ATP synthase NM_001158454.1Forward primer TGAAGATAAGCAGCGTGGTG

60OCReverse primer TAGGAGCAACAGGAGCGACT

Alternative oxidase AY059646.1Forward primer AAGAAAATGCCTGGCTGCTA

58OCReverse primer CCTTCGTTGCTCCTTTTCAG

Cytochrome c oxidase EU976023.1Forward primer ACCTTGGCACAAGAGACGAT

59OCReverse primer TGGGCCCATCACTTAAAAAG

Elongation factor 1-

alpha (EF1-A)U76259.1

Forward primer AGGTCCACCAACCTTGACTG58OC

Reverse primer ACGTCCAACAGGGACAGTTC

Table. 1 Primer for gene expression analysis (qPCR)

22

Page 23: Ethanol Production and Mitochondria-Related Gene ...seed.or.th/documents/pp61-12.pdf · 0 12 24 48 e tion els Hot humid treatment (hours) AOX1 a a a a 0.0 0.5 1.0 1.5 2.0 2.5 0 12

Results and Discussions

23

Page 24: Ethanol Production and Mitochondria-Related Gene ...seed.or.th/documents/pp61-12.pdf · 0 12 24 48 e tion els Hot humid treatment (hours) AOX1 a a a a 0.0 0.5 1.0 1.5 2.0 2.5 0 12

Hours afterhot-humid treatment

Germination (%) Acceleratedaging test (%)

Single count of radicle emergence

(%)

0 (control) 74.5 a 60 a 47.5 a

12 61.5 b 59 a 40.5 ab

24 61 b 56 a 35 b

48 52.5 b 44 b 29.5 b

F-test * * *

C.V. (%) 11.91 9.61 20.72

Table. 2 Germination and seed vigour of maize seed cv. A after subjected in different periods of time of hot-humid treatment.

Seed qualities after artificial aging

* Significantly different at P ≤ 0.05 24

Page 25: Ethanol Production and Mitochondria-Related Gene ...seed.or.th/documents/pp61-12.pdf · 0 12 24 48 e tion els Hot humid treatment (hours) AOX1 a a a a 0.0 0.5 1.0 1.5 2.0 2.5 0 12

0

50

100

150

200

250

300

0 12 24 48

He

adsp

ace

eth

ano

l (µ

g/L

)

Hot-humid treatment (hours)

b

c

aab

Fig. 1 Effect of time period during hot-humid treatment on ethanol production of maize seeds (cv. A).

Headspace ethanol was measured above 1,200 mg seed samples at 20% moisture in 20 mL vials after

1.5h incubation. Error bars denote the S.E. (n = 4).25

Page 26: Ethanol Production and Mitochondria-Related Gene ...seed.or.th/documents/pp61-12.pdf · 0 12 24 48 e tion els Hot humid treatment (hours) AOX1 a a a a 0.0 0.5 1.0 1.5 2.0 2.5 0 12

Fast ethanol assay of maize seed after artificial aging

High-vigor seed accumulated

little or no ethanol while

deteriorated seed accumulated

substantial ethanol (Buckley and

Huang ,2011)

produced ethanol concentration

Results and DiscussionMaize seed after artificial aging

(Woodstock and Taylorson, 1980)

Fig. 2 Effect of accelerated aging on ethanol26

Page 27: Ethanol Production and Mitochondria-Related Gene ...seed.or.th/documents/pp61-12.pdf · 0 12 24 48 e tion els Hot humid treatment (hours) AOX1 a a a a 0.0 0.5 1.0 1.5 2.0 2.5 0 12

0

50

100

150

200

250

300

350

0 12 24 48

Re

lati

ve t

ran

scri

pti

on

leve

ls

Hot humid treatment (hours)

b b

ab

a

Fig. 3 Effect of time period during hot-humid treatment on energy metabolism gene (ethanol

metabolomics gene) expression. Maize seeds (cv. A) were subjected in 100%RH at 42 °C for 0, 12, 24 and

48 hours. The quantitative RT–PCR was measured the change of expression of Alcohol dehydrogenase

(ADH1)-Maize. Error bars denote the S.E. (n = 4).27

ADH1

Page 28: Ethanol Production and Mitochondria-Related Gene ...seed.or.th/documents/pp61-12.pdf · 0 12 24 48 e tion els Hot humid treatment (hours) AOX1 a a a a 0.0 0.5 1.0 1.5 2.0 2.5 0 12

Mitochondria-related gene expression

https://goo.gl/XY994X

Results and DiscussionMaize Seed after Artificial Aging

https://goo.gl/uNmFnW

ADH1

2 Ethanol

https://goo.gl/gc5tJB

(Boris et al., 2002; Corinne et al., 2008; Judith, 2010; Ying et al., 2017) 28

Page 29: Ethanol Production and Mitochondria-Related Gene ...seed.or.th/documents/pp61-12.pdf · 0 12 24 48 e tion els Hot humid treatment (hours) AOX1 a a a a 0.0 0.5 1.0 1.5 2.0 2.5 0 12

0

1

2

3

4

5

0 12 24 48

Re

lati

ve t

ran

scri

pti

on

leve

ls

Hot humid treatment (hours)

a

ab

b

b

Fig. 4 Effect of time period during hot-humid treatment on energy metabolism gene(ethanol

metabolomics gene) expression. Maize seeds (cv. A) were subjected in 100%RH at 42 °C for 0, 12, 24 and

48 hours. The quantitative RT–PCR was measured the change of expression of cytochrome c oxidase

(COXc)-Maize. Error bars denote the S.E. (n = 4). 29

COXc

Page 30: Ethanol Production and Mitochondria-Related Gene ...seed.or.th/documents/pp61-12.pdf · 0 12 24 48 e tion els Hot humid treatment (hours) AOX1 a a a a 0.0 0.5 1.0 1.5 2.0 2.5 0 12

Mitochondria-related gene expression

Chen et al., 2013

Cyt c ox

Results and DiscussionMaize Seed after Artificial Aging

The assembly of mitochondrial ATP

Fig. 13 A model of events leading to programmed cell death during Pea seed ageing

Cytochrome c oxidase reduce

activity may be important in the loss

of viability (Sowa et al., 1992)

30

Page 31: Ethanol Production and Mitochondria-Related Gene ...seed.or.th/documents/pp61-12.pdf · 0 12 24 48 e tion els Hot humid treatment (hours) AOX1 a a a a 0.0 0.5 1.0 1.5 2.0 2.5 0 12

0.0

0.5

1.0

1.5

2.0

2.5

3.0

0 12 24 48

Re

lati

ve t

ran

scri

pti

on

leve

ls

Hot humid treatment (hours)

AOX1

aa

aa

0.0

0.5

1.0

1.5

2.0

2.5

0 12 24 48

Re

lati

ve t

ran

scri

pti

on

leve

lsHot humid treatment (hours)

ATPase

a

aa

a

Fig. 7 Effect of time period during hot-humid treatment on energy metabolism gene (ethanol

metabolomics gene) expression. Maize seeds (cv. A) were subjected in 100%RH at 42 °C for 0, 12, 24 and

48 hours. The quantitative RT–PCR was measured the change of expression of Alternative oxidase

(AOX1) and ATP synthase (ATPase)-Maize. Error bars denote the S.E. (n = 4).

31

Page 32: Ethanol Production and Mitochondria-Related Gene ...seed.or.th/documents/pp61-12.pdf · 0 12 24 48 e tion els Hot humid treatment (hours) AOX1 a a a a 0.0 0.5 1.0 1.5 2.0 2.5 0 12

0

10

20

30

40

50

60

70

80

Non-sterilization Sterilization

He

adsp

ace

eth

ano

l (µ

g/L

)a

a

Fig. 8 Effect of seed surface sterilization on ethanol production. Maize seeds cv. B were surface sterilized in 1.0% sodium

hypochlorite for 10 minutes, then subsequently washed with sterile water for 10 minutes. Non-sterilized seed and

sterilized seed were and , respectively. Headspace ethanol was measured above 1,200mg seed samples at 20%

moisture in 100 mL vials after 6h incubation. Error bars denote the S.E. (n = 4).32

Page 33: Ethanol Production and Mitochondria-Related Gene ...seed.or.th/documents/pp61-12.pdf · 0 12 24 48 e tion els Hot humid treatment (hours) AOX1 a a a a 0.0 0.5 1.0 1.5 2.0 2.5 0 12

Fig. 9 Effect of seed surface sterilization on relative transcription levels gene expression of alcohol dehydrogenase (ADH1)-

Maize. Maize seeds cv. B were surface sterilized in 1.0% sodium hypochlorite for 10 minutes, then subsequently washed

with sterile water for 10 minutes. Non-sterilized seed and sterilized seed were and , respectively. Error bars denote the

S.E. (n = 4). An independent-samples t-test was conducted to compare ambient condition and control condition.

0

1

2

3

4

5

6

7

8

9

10

Non-sterilization Sterilization

Re

lati

ve t

ran

scri

pti

on

leve

ls

b

a

33

ADH1

Page 34: Ethanol Production and Mitochondria-Related Gene ...seed.or.th/documents/pp61-12.pdf · 0 12 24 48 e tion els Hot humid treatment (hours) AOX1 a a a a 0.0 0.5 1.0 1.5 2.0 2.5 0 12

The relative transcription levels of ADH1 of maize seed sterilized has more than seed non-sterilized.

Kibinza (2006) seed moisture content is key factor of aging is discussed with regards to energy metabolism and may be including the transcription of cell.

34

1.0% Sodium hypochlorite800 ml.

H2O

H2OH2O

H2O

H2OH2O

H2O

Page 35: Ethanol Production and Mitochondria-Related Gene ...seed.or.th/documents/pp61-12.pdf · 0 12 24 48 e tion els Hot humid treatment (hours) AOX1 a a a a 0.0 0.5 1.0 1.5 2.0 2.5 0 12

Artificial aging of maize seed shown low vigor and germination including the transcription level of gene involving in mitochondria degradationespecially the increase of transcription of ADH1 gene according with ethanol that investigated by fast ethanol assay.

35

Conclusion

Page 36: Ethanol Production and Mitochondria-Related Gene ...seed.or.th/documents/pp61-12.pdf · 0 12 24 48 e tion els Hot humid treatment (hours) AOX1 a a a a 0.0 0.5 1.0 1.5 2.0 2.5 0 12

36

Bicanic, D., S. Persijn, A. Taylor, J. Cozijnsen, B. van Veldhuyzen, G. Lenssen and H. Wegh. 2003. Detection of ethanol and

acetaldehyde released from cabbage seeds of different quality: Laser photoacoustic spectroscopy versus FTIR

and headspace gas chromatography. Rev. Sci. Instrum. 74(1): 690-693.

Benamar, A., C. Tallon and D. Macherel. Membrane integrity and oxidative properties of mitochondria isolated from imbibing pea seeds after priming or accelerated ageing. Seed Sci. Res. 13: 35-45.

McDonald, M.B. 1999. Seed deterioration: Physiology, repair and assessment. Seed Sci.Technol. 27: 177-237.Kennedy, R.A., M.E. Rumpho and T.C.Fox. Anaerobic metabolism in plants. Plant Physiology. 100:1-6.Kodde, J., W.T. Buckley, C.C.d. Groot, M. Retiere, A.M.V. Zamora and S.P.C. Groot. 2012. A fast ethanol assay to detect

seed deterioration. Seed Sci. Res. 22:55–62.Moss, M.O. 1998. Recent studies of mycotoxins. Applied Microbiology Symposium Supplement. 84: 62-76.Yin, G., J. Whelan, S. Wu, J. Zhou, B. Chen, X. Chen, J. Zhang, J. He, X. Xin and X. Lu. 2016. Comprehensive mitochondrial

metabolic shift during the critical node of seed ageing in rice. PLoS One. 11(4): e0148013.Zhang, Y.-X., H.-H. Xu, S.-J. Liu, N. Li, W.-Q. Wang, I.M. Møller and S.-Q. Song. 2016. Proteomic analysis reveals

different involvement of embryo and endosperm proteins during aging of Yliangyou 2 hybrid rice seeds. Front Plant Sci. 7: 1394-1411.

Sauer, D.B. and R. Burroughs. 1986. Disinfection of seed surface with Sodium Hypochlorite. Phytopathology. 76: 745-749.ISTA. 1995. Handbook of Vigour Test Methods. International Seed Testing Association, Zurich, Switzerland.ISTA. 2015. International Rules for Seed Testing. International Seed Testing Association, Bassersdorf.Lodhi, M.A., G.-N. Ye, N.F. Weeden and B.I. Reisch. 1994. A simple and efficient method for DNA extraction from grapevine

cultivars and Vitis species. Plant Mol. Biol. Rep. 12(1): 6-13.Woodstock, L.W. and R.B. Taylorson. 1981. Ethanol and acetaldehyde in imbibing soybean seeds in relation to

deterioration. Plant Physiol. 67: 424–428.Buckley, W.T. and K.E. Buckley. 2009. Low-molecular-weight volatile indicators of canola seed deterioration. Seed Sci.

Technol. 37: 676-690.Vartapetian, B.B., I.N. Andreeva, I.P. Generozova, L.I. Ployakova , I.P. Maslova , Y.I. Dolgikh, A.Y. Stepanova. 2002.

Functional Electron Microscopy in Studies of Plant Response and Adaptation to Anaerobic Stress. Annals of Botany. 91: 155-172.

References

Page 37: Ethanol Production and Mitochondria-Related Gene ...seed.or.th/documents/pp61-12.pdf · 0 12 24 48 e tion els Hot humid treatment (hours) AOX1 a a a a 0.0 0.5 1.0 1.5 2.0 2.5 0 12

Acknowledgements

37

Page 38: Ethanol Production and Mitochondria-Related Gene ...seed.or.th/documents/pp61-12.pdf · 0 12 24 48 e tion els Hot humid treatment (hours) AOX1 a a a a 0.0 0.5 1.0 1.5 2.0 2.5 0 12

Damrongvudhi Onwimol, Ph.D.

Thesis committees

Asst. Prof. Pasajee Kongsil, Ph.D.

Acknowledgements

38

Page 39: Ethanol Production and Mitochondria-Related Gene ...seed.or.th/documents/pp61-12.pdf · 0 12 24 48 e tion els Hot humid treatment (hours) AOX1 a a a a 0.0 0.5 1.0 1.5 2.0 2.5 0 12

37

“ Thank you for your attention ”