Towards understanding genetic basis of
chapatti (Indian flat bread) making quality


M. GARG, S. ARORA, R.P. Singh*, A. SINGH, J.K. ROY
    National Agri-Food Biotechnology Institute
      *Deptt. Of Plant Breeding and Genetics
     Punjab Agricultural University, Ludhiana.
Pinb-D1   Chapatti
  Sample ID      Character   Hardness   Pina-D1
                                                             Score
CHINESE SPRING    Check       48.66       a         a          -

   PBW 343        Check       86.26       b         a         7.5

   WH 291        Chapatti     60.81       b         a          5
  SONALIKA       Chapatti     66.88       a         b          6

   C 306         Chapatti    94.64        b         a          9
    LOK 1        Chapatti     67.51       b         a          7
Parameter/cultiva
                           C306           LOK1       WH291 SONALIKA
       r
   Chapatti score        Very Good         Good         Poor       Medium Poor
 Grain hardness (g)         Hard         Med Soft    Med hard       Med Soft
     Seed size              Med            Med         Small          Large
        Color              White          Brown        Brown         Brown
 Water absorption           High           Med          Med           Med
  Protein content           Med            Med          High          Med
       Gluten             Medium         Medium         High           Low
Starch gelatinisation     Medium           High       Medium          High
  RVA Breakdown             High           High         Low          Medium
                                         2*,17+18,
   HMW-GS-ABD           Null, 20, 2+12
                                           2+12
                                                     2*,20, 2+12   2*,7+9, 2+12

                          PinaD1b,       PinaD1b,     PinaD1b,      PinaD1a,
Puroindolines (5DS)       PinbD1a        PinbD1a      PinbD1a       PinbD1b
7DAA            14DAA              21DAA            28DAA            35DAA
Fig. 1 Caryopsis at three developmental stages- 7, 14, 21, 28, & 35 days after
anthesis (DAA)
Affymetrix GeneChip® Wheat Genome Array

Expression profiling of 17,344 probe
sets at three developmental stages-
7DAA, 14DAA, 28DAA

                                                                             11
Overview of experiment
RNA EXTRACTION



       3’-IVT



  Hybridization



Washing, Staining and scanning



File generation and Data analysis
AGCC-MAS5,RMA, GCRMA, PILER)
{GeneSpring, Array star,
Quality control of samples
 RIN calculation
Correlation coefficient (r)
Positive hybridization control
Summary
Data analysis of7DAA Good vs. Poor
61,290 (Total probe sets)
       Normalized & filter by percentile

37,277 (Probe sets)
         Statistical data analysis

2,989 (Probe sets)
         Fold change analysis



                               59
1027                137
Contd….                                    GO ANALYSIS:
                                           Two fold regulation:
Functional annotation:
                                           Molecular function: 43.6%
Up-regulating
                                           Biological function: 34.0%
Catalytic subunit activity
                                           Cellular function: 22.6%
Nutrient reservoir activity
DNA binding activity
Translational initiation factor activity




Down regulation:
Catalytic subunit activity
Magnesium ion binding activity
Data analysis of28DAA Good vs.Poor
61,290 (Total probe sets)
    Normalized & filter by
   percentile

33,083 (Probe sets)
     Statistical data analysis

527 (Probe sets)
       Fold change analysis

• 194 (113↑, 81↓)
• 72 (33↑, 26↓)
• 19 (9↑, 10↓)
Contd…
Functional annotation:                     GO ANALYSIS:
Up-regulating                              Two fold regulation:
Response towards heat (HSP-16, 26)         Molecular process: 33.3%
Lipid binding proteins and its transport   Biological process: 66.6%
    (LTP3)

Down regulation:
Catalase activity (Response towards
    oxidative stress)
Starch biosynthesis activity (WGBSSI)
1
              2


              3,4
              5




30% - storage proteins
                                          Major genes – No prior
30% -no prior information on gene
                                          information on gene function.
function. Rest - Transcription
                                          Rest - cytochrome C heme
factors, trypsin            inhibitors,
                                          attached protein, peroxidases.
metal binding, lipid transfer, cell
wall related proteins, etc.
                                          starch synthesis, proteases
photosynthesis, regulatory genes
Differentially expressed genes (up and down)
         Probe Set ID    UniGen (DAA)        Fold               Function
 S.                       e ID             change
No.
 1 Ta.24736.1.S1_at     NA           7     +284.7    Predicted protein (Hordeum
                                                     vulgare )
 2    Ta.27778.4.S1_x_at Ta.5420     7     +108.1    Pre-alpha-/beta-gliadin A-II
                         6
 3    Ta.7158.1.S1_at    Ta.7158     7     +105.9    Transcribed locus

 4    Ta.6175.1.S1_at   Ta.3546      7     +102.3 No significant similarity in non-
                        3                         redundant (nr) protein
                                                  sequences database
 5 Ta.24114.14.S1_x_ Ta.6588       7     +284.7 Triticum aestivum gamma-
     at                1                          gliadin gene
At the three development stages among two good and two poor chapatti varieties
                                                                               23
                                                                 Source-Dr. Joy K Roy
6   Ta.6984.1.A1_at      Ta.5710   7    -58.0    Predicted protein & also
                         0                       similar with PHD zinc finger
                                                 protein-like [Oryza sativa
                                                 Japonica Group]
7   TaAffx.104444.1.S1   Ta.3578   7    -47.5    No significant similarity
    _at                  4
8   Ta.23013.3.S1_s_a    NA        7    -31.5    B22EL8 [Hordeum vulgare]
    t
9   Ta.14507.2.S1_at     Ta.5418   7    -29.9    Predicted protein & also similar
                         6                       with nucleotide-binding protein
                                                 1 [Zea mays]
10 Ta.4957.1.S1_at       Ta.4957   7    -26.6
                                                 Triticum aestivum granule
                                                 bound starch synthase I (GbssI)
11 Ta.23366.2.S1_at                28            Triticum aestivum TaPrx-B
                           NA           +59.96   mRNA for peroxidase, partial
                                                 cds
12 Ta.28744.1.S1_at      Ta.2874   28            Transcribed locus, Triticum
                                        +35.22
                            4                    aestivum cDNA
13 Ta.14050.1.S1_at                28            Hordeum vulgare subsp.
                         Ta.1405                                            24
                                        +37.26   vulgare mRNASource-Dr. Joy K Roy
                                                                for predicted
14 TaAffx.91902.1.A1              28
   _at               Ta.4769                    Transcribed locus, Triticum
                                       +32.62
                        5                       aestivum cDNA

15 Ta.23366.2.S1_x_at             28           Triticum aestivum TaPrx-B
                          NA            +28.88 mRNA for peroxidase, partial
                                               cds
16 Ta.2025.1.S1_at                28   -1727.4 Transcribed locus_Hordeum
                        Ta.2025                vulgare subsp. vulgare cDNA
                                               clone: FLbaf53o13
17 Ta.24114.7.A1_at     Ta.3098   28   -92.767 Triticum aestivum granule
                           9                    bound starch synthase I (GbssI)
18 TaAffx.80118.1.S1_ Ta.4855     28   -32.63   Transcribed locus
   at                    8
19 Ta.14489.1.S1_at               28   -28.99   S.cereale acclimation
                        NA                      protein/Triticum aestivum cold-
                                                responsive protein (Wlt10)
20 Ta.27445.1.S1_at     Ta.2744   28   -28.62   Medicago sativa FtsH protease
                        5                       (FtsH) mRNA/Triticum aestivum
                                                clone wlp1c.pk007.f6:fis 25
                                                             Source-Dr. Joy K Roy
26
DAY
                              NIGHT




      zEEMAN et al. Biochem. J. (2007) 401 (13–28
Nagai Y S et al. Plant Cell Physiol 2009;50:635-643
© The Author 2009. Published by Oxford University Press on behalf of Japanese Society of Plant
 Physiologists. All rights reserved. For permissions, please email:
 journals.permissions@oxfordjournals.org
©2009 by National Academy of Sciences   Tian Z et al. PNAS 2009;106:21760-21765
GBSS genes
          GBSS genes
       GC rich rich
             GC
       11 EXONS 10 INTRONS
        11 EXONS 10 INTRONS




GBSS A1 gene
   2781bp

             GBSS B1 gene
               2794bp

                 GBSS D1 gene
                      2862bp
Saito et al., JARQ 44 (2), 109–115 (2010)
Low amylose content
                  (27-28% compared to 29%
                  22-23% compared to 25%)


          Amylopectin matrix in
         starch granule can swell
                  better


Good starch swelling properties-
   Good for Udon noodles
Indian Chapatti   Softness Japanese Udon




                                           38
39
Null GBSS A1 gene
 Deletion mutation -19bp
2762bp (2781bp wild type)
Null GBSS A1 gene
Insertion mutation from Turkey
   (Transposable element)
     2854bp (2781bp wild type)




      IR                  IR 12bp


           Transp.elemt

                                Target site duplication 8bp
Null GBSS B1 gene
Absence (2794bp wild type)
Null GBSS D1 gene
Deletion mutation 2850bp (2862bp
           wild type)
GBSS D1 gene
Allele GBSS-D1e




        Yanagisawa et al EUPHYTICA, 121-3, 209-214
Waxy




                        Waxy




                         Normal




Nakamura et al. Plant physiology
Nakamura et al. Plant physiology
49
     49
50
Chapatti                       5+10/
S.No            Cultivar   GBSS 4A1         PINa-D1
     Quality                        2+12
 1    Good      PBW550        A     5+10      b
 2    Good       C306         A     2+12      b
 3    Good       LOK1         A     2+12      b
 4    Good      PBW175        A     2+12      b
 5    Good      HI1563        A     2+12      b
 6    Good      K8027         A     5+10      b
 7    Good      HD2888        A     2+12      b
 8    Good      HI1500        A     2+12      b
 9    Good      PBW175        A     2+12      b
                                                  51
10     HI977   A   5+10   b
11    HI1563   A   2+12   b
12    HD2987   A   5+10   b
13    HD2236   A   2+12   b
14    HD2385   A   2+12   b
15    WH416    A   2+12   b
16    JWS17    A   2+12   b
17     K8434   A   2+12   b
18    HD2307   A   2+12   b
19    HD2380   A   2+12   a
20   TAWA267   A   2+12   b
                              52
1    Poor    PBW343    P    5+10       b
2    Poor    PBW621    P    2+12       b
3    Poor   SONALIKA   P    2+12       a
4    Poor     WH291    P    2+12       b
5    Soft     IITR67   P    2+12       a
6    Soft    NAPHAL    P      A        a
7            HUW629    P    5+10       b
8            UAS305    P    5+10       b
9              DHT5    P   2+12LIGHT   b
10          CPAN4202   P    2+12       b
11          UTKALIKA   P    5+10       b
12            DWR39    P    2+12       b
                                       53
2000

1500

1000

 500


       3   6   9   12      15




                                                                54
                   •    Batey et al., 1997. Cereal Chem. 74(4):497–50
Influenced of RVA breakdown on chapatti making quality
                                    Medium RVA
                                    breakdown in poor
                                    chapatti variety
                                    (Sonalika)                                            Commercial
High RVA                                                                                  C306
breakdown in good                                                                         Sonalika
chapatti variety                                                                          Lok1
(C306, Lok1)                                                                              WH291


                                                       Low RVA breakdown
                                                       in poor chapatti
                                                       variety (WH291)                 Rapid visco
                                                                                       analyzer’s graph



 Variety        Breakdown           Final Viscosity        Set back         Peak time         Pasting temp
                   (cP)                   (cP)               (cP)             (min)                (˚C)
  C306               648.7               1580.7              828.3               5.7                69.7
  LOK1               752.3               1821.0              842.0               5.9                85.2
 WH291               374.3               1393.0              697.7               5.4                65.8
 Sonalika            504.0               1923.0              935.7               6.0                87.7
• The analysis will be repeated on the above samples and to be conducted on a larger samples to calculate correlation
between RVA breakdown and good chapatti
GBSSB1
              778 bp

  668 bp
GBSSB1null             500 bp

                       250 bp
F1

  1st Year
                     BC1
                             MAs

                     BC2
2nd Year                     MAS
                     BC3




             BC3F2         BC4
58
59
60

Towards understanding genetic basis of chapatti (Indian flat bread) making quality

  • 1.
    Towards understanding geneticbasis of chapatti (Indian flat bread) making quality M. GARG, S. ARORA, R.P. Singh*, A. SINGH, J.K. ROY National Agri-Food Biotechnology Institute *Deptt. Of Plant Breeding and Genetics Punjab Agricultural University, Ludhiana.
  • 9.
    Pinb-D1 Chapatti Sample ID Character Hardness Pina-D1 Score CHINESE SPRING Check 48.66 a a - PBW 343 Check 86.26 b a 7.5 WH 291 Chapatti 60.81 b a 5 SONALIKA Chapatti 66.88 a b 6 C 306 Chapatti 94.64 b a 9 LOK 1 Chapatti 67.51 b a 7
  • 10.
    Parameter/cultiva C306 LOK1 WH291 SONALIKA r Chapatti score Very Good Good Poor Medium Poor Grain hardness (g) Hard Med Soft Med hard Med Soft Seed size Med Med Small Large Color White Brown Brown Brown Water absorption High Med Med Med Protein content Med Med High Med Gluten Medium Medium High Low Starch gelatinisation Medium High Medium High RVA Breakdown High High Low Medium 2*,17+18, HMW-GS-ABD Null, 20, 2+12 2+12 2*,20, 2+12 2*,7+9, 2+12 PinaD1b, PinaD1b, PinaD1b, PinaD1a, Puroindolines (5DS) PinbD1a PinbD1a PinbD1a PinbD1b
  • 11.
    7DAA 14DAA 21DAA 28DAA 35DAA Fig. 1 Caryopsis at three developmental stages- 7, 14, 21, 28, & 35 days after anthesis (DAA) Affymetrix GeneChip® Wheat Genome Array Expression profiling of 17,344 probe sets at three developmental stages- 7DAA, 14DAA, 28DAA 11
  • 12.
    Overview of experiment RNAEXTRACTION 3’-IVT Hybridization Washing, Staining and scanning File generation and Data analysis AGCC-MAS5,RMA, GCRMA, PILER) {GeneSpring, Array star,
  • 15.
    Quality control ofsamples  RIN calculation Correlation coefficient (r) Positive hybridization control
  • 17.
  • 18.
    Data analysis of7DAAGood vs. Poor 61,290 (Total probe sets) Normalized & filter by percentile 37,277 (Probe sets) Statistical data analysis 2,989 (Probe sets) Fold change analysis 59 1027 137
  • 19.
    Contd…. GO ANALYSIS: Two fold regulation: Functional annotation: Molecular function: 43.6% Up-regulating Biological function: 34.0% Catalytic subunit activity Cellular function: 22.6% Nutrient reservoir activity DNA binding activity Translational initiation factor activity Down regulation: Catalytic subunit activity Magnesium ion binding activity
  • 20.
    Data analysis of28DAAGood vs.Poor 61,290 (Total probe sets) Normalized & filter by percentile 33,083 (Probe sets) Statistical data analysis 527 (Probe sets) Fold change analysis • 194 (113↑, 81↓) • 72 (33↑, 26↓) • 19 (9↑, 10↓)
  • 21.
    Contd… Functional annotation: GO ANALYSIS: Up-regulating Two fold regulation: Response towards heat (HSP-16, 26) Molecular process: 33.3% Lipid binding proteins and its transport Biological process: 66.6% (LTP3) Down regulation: Catalase activity (Response towards oxidative stress) Starch biosynthesis activity (WGBSSI)
  • 22.
    1 2 3,4 5 30% - storage proteins Major genes – No prior 30% -no prior information on gene information on gene function. function. Rest - Transcription Rest - cytochrome C heme factors, trypsin inhibitors, attached protein, peroxidases. metal binding, lipid transfer, cell wall related proteins, etc. starch synthesis, proteases photosynthesis, regulatory genes
  • 23.
    Differentially expressed genes(up and down) Probe Set ID UniGen (DAA) Fold Function S. e ID change No. 1 Ta.24736.1.S1_at NA 7 +284.7 Predicted protein (Hordeum vulgare ) 2 Ta.27778.4.S1_x_at Ta.5420 7 +108.1 Pre-alpha-/beta-gliadin A-II 6 3 Ta.7158.1.S1_at Ta.7158 7 +105.9 Transcribed locus 4 Ta.6175.1.S1_at Ta.3546 7 +102.3 No significant similarity in non- 3 redundant (nr) protein sequences database 5 Ta.24114.14.S1_x_ Ta.6588 7 +284.7 Triticum aestivum gamma- at 1 gliadin gene At the three development stages among two good and two poor chapatti varieties 23 Source-Dr. Joy K Roy
  • 24.
    6 Ta.6984.1.A1_at Ta.5710 7 -58.0 Predicted protein & also 0 similar with PHD zinc finger protein-like [Oryza sativa Japonica Group] 7 TaAffx.104444.1.S1 Ta.3578 7 -47.5 No significant similarity _at 4 8 Ta.23013.3.S1_s_a NA 7 -31.5 B22EL8 [Hordeum vulgare] t 9 Ta.14507.2.S1_at Ta.5418 7 -29.9 Predicted protein & also similar 6 with nucleotide-binding protein 1 [Zea mays] 10 Ta.4957.1.S1_at Ta.4957 7 -26.6 Triticum aestivum granule bound starch synthase I (GbssI) 11 Ta.23366.2.S1_at 28 Triticum aestivum TaPrx-B NA +59.96 mRNA for peroxidase, partial cds 12 Ta.28744.1.S1_at Ta.2874 28 Transcribed locus, Triticum +35.22 4 aestivum cDNA 13 Ta.14050.1.S1_at 28 Hordeum vulgare subsp. Ta.1405 24 +37.26 vulgare mRNASource-Dr. Joy K Roy for predicted
  • 25.
    14 TaAffx.91902.1.A1 28 _at Ta.4769 Transcribed locus, Triticum +32.62 5 aestivum cDNA 15 Ta.23366.2.S1_x_at 28 Triticum aestivum TaPrx-B NA +28.88 mRNA for peroxidase, partial cds 16 Ta.2025.1.S1_at 28 -1727.4 Transcribed locus_Hordeum Ta.2025 vulgare subsp. vulgare cDNA clone: FLbaf53o13 17 Ta.24114.7.A1_at Ta.3098 28 -92.767 Triticum aestivum granule 9 bound starch synthase I (GbssI) 18 TaAffx.80118.1.S1_ Ta.4855 28 -32.63 Transcribed locus at 8 19 Ta.14489.1.S1_at 28 -28.99 S.cereale acclimation NA protein/Triticum aestivum cold- responsive protein (Wlt10) 20 Ta.27445.1.S1_at Ta.2744 28 -28.62 Medicago sativa FtsH protease 5 (FtsH) mRNA/Triticum aestivum clone wlp1c.pk007.f6:fis 25 Source-Dr. Joy K Roy
  • 26.
  • 28.
    DAY NIGHT zEEMAN et al. Biochem. J. (2007) 401 (13–28
  • 29.
    Nagai Y Set al. Plant Cell Physiol 2009;50:635-643 © The Author 2009. Published by Oxford University Press on behalf of Japanese Society of Plant Physiologists. All rights reserved. For permissions, please email: journals.permissions@oxfordjournals.org
  • 32.
    ©2009 by NationalAcademy of Sciences Tian Z et al. PNAS 2009;106:21760-21765
  • 34.
    GBSS genes GBSS genes GC rich rich GC 11 EXONS 10 INTRONS 11 EXONS 10 INTRONS GBSS A1 gene 2781bp GBSS B1 gene 2794bp GBSS D1 gene 2862bp
  • 36.
    Saito et al.,JARQ 44 (2), 109–115 (2010)
  • 37.
    Low amylose content (27-28% compared to 29% 22-23% compared to 25%) Amylopectin matrix in starch granule can swell better Good starch swelling properties- Good for Udon noodles
  • 38.
    Indian Chapatti Softness Japanese Udon 38
  • 39.
  • 40.
    Null GBSS A1gene Deletion mutation -19bp 2762bp (2781bp wild type)
  • 41.
    Null GBSS A1gene Insertion mutation from Turkey (Transposable element) 2854bp (2781bp wild type) IR IR 12bp Transp.elemt Target site duplication 8bp
  • 42.
    Null GBSS B1gene Absence (2794bp wild type)
  • 43.
    Null GBSS D1gene Deletion mutation 2850bp (2862bp wild type)
  • 44.
    GBSS D1 gene AlleleGBSS-D1e Yanagisawa et al EUPHYTICA, 121-3, 209-214
  • 45.
    Waxy Waxy Normal Nakamura et al. Plant physiology
  • 46.
    Nakamura et al.Plant physiology
  • 49.
    49 49
  • 50.
  • 51.
    Chapatti 5+10/ S.No Cultivar GBSS 4A1 PINa-D1 Quality 2+12 1 Good PBW550 A 5+10 b 2 Good C306 A 2+12 b 3 Good LOK1 A 2+12 b 4 Good PBW175 A 2+12 b 5 Good HI1563 A 2+12 b 6 Good K8027 A 5+10 b 7 Good HD2888 A 2+12 b 8 Good HI1500 A 2+12 b 9 Good PBW175 A 2+12 b 51
  • 52.
    10 HI977 A 5+10 b 11 HI1563 A 2+12 b 12 HD2987 A 5+10 b 13 HD2236 A 2+12 b 14 HD2385 A 2+12 b 15 WH416 A 2+12 b 16 JWS17 A 2+12 b 17 K8434 A 2+12 b 18 HD2307 A 2+12 b 19 HD2380 A 2+12 a 20 TAWA267 A 2+12 b 52
  • 53.
    1 Poor PBW343 P 5+10 b 2 Poor PBW621 P 2+12 b 3 Poor SONALIKA P 2+12 a 4 Poor WH291 P 2+12 b 5 Soft IITR67 P 2+12 a 6 Soft NAPHAL P A a 7 HUW629 P 5+10 b 8 UAS305 P 5+10 b 9 DHT5 P 2+12LIGHT b 10 CPAN4202 P 2+12 b 11 UTKALIKA P 5+10 b 12 DWR39 P 2+12 b 53
  • 54.
    2000 1500 1000 500 3 6 9 12 15 54 • Batey et al., 1997. Cereal Chem. 74(4):497–50
  • 55.
    Influenced of RVAbreakdown on chapatti making quality Medium RVA breakdown in poor chapatti variety (Sonalika) Commercial High RVA C306 breakdown in good Sonalika chapatti variety Lok1 (C306, Lok1) WH291 Low RVA breakdown in poor chapatti variety (WH291) Rapid visco analyzer’s graph Variety Breakdown Final Viscosity Set back Peak time Pasting temp (cP) (cP) (cP) (min) (˚C) C306 648.7 1580.7 828.3 5.7 69.7 LOK1 752.3 1821.0 842.0 5.9 85.2 WH291 374.3 1393.0 697.7 5.4 65.8 Sonalika 504.0 1923.0 935.7 6.0 87.7 • The analysis will be repeated on the above samples and to be conducted on a larger samples to calculate correlation between RVA breakdown and good chapatti
  • 56.
    GBSSB1 778 bp 668 bp GBSSB1null 500 bp 250 bp
  • 57.
    F1 1stYear BC1 MAs BC2 2nd Year MAS BC3 BC3F2 BC4
  • 58.
  • 59.
  • 60.