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CRICOS No. 00213J
Where are all the small peptides and what
might they do?
Roger P. Hellens, QUT, Brisbane, Australia
@rogerhellens
CRICOS No. 00213J
Micronutrient deficiency – hidden hunger
http://www.fao.org
CRICOS No. 00213J
DALYs and deaths attributable to
deficiencies of key vitamins and minerals
Steur et al. Nature Biotechnology 33, 25–29 (2015)
CRICOS No. 00213J
Mechanism of Vitamin C-mediated Iron
uptake
Free Radical Biology and Medicine (2014) 75, 69–83
CRICOS No. 00213J
The problem of iron deficiency anemia can be viewed as one of inadequate iron bioavailability; with that in mind, it
has been suggested that the problem may be better thought of as one of vitamin C inadequacy. Combs J, Gerald F.
The Vitamins. 4 ed. Burlington: Elsevier Science; 2012
Ann N Y Acad Sci. 1980; 355:32-44.
Vitamin C and Iron Deficiency
CRICOS No. 00213J
Fresh Fruit as a Cure for Scurvy
The Diffusion Of Innovation, Everett M. Rogers
1617 The Surgeon's Mate by John Woodall (p 160-176)
We have in our owne country here many excellent remedies generally knowne, as namely, Scurvy-grasse, Horse-Reddish
roots, Nasturtia Aquatica, Wormwood, Sorrell, and many other good meanes... to the cure of those which live at
home...they also helpe some Sea-men returned from farre who by the only natural disposition of the fresh aire and
amendment of diet, nature herselfe in effect doth the Cure without other helps." At sea”, he states that experience shows
that "the Lemmons, Limes, Tamarinds, Oranges, and other choice of good helps in the Indies... do farre exceed
any that can be carried tither from England
1747 James Lind, HMS Sailsbury. (130 years later)1
• cider,
• elixir of vitriol (sulphuric acid),
• vinegar,
• sea water,
• 2 oranges and
• 1 lemons, and a
• purgative mixture of spicy paste and barley water
1795 Scurvy eliminated in the British navy (48 years later)
1856 British Board of Trade forms a policy of using lemons and limes to
eliminate scurvy in the trading fleet. (61 years later, 239 in total)
1 - Lind J (1753). A Treatise of the Scurvy. London: A. Millar.
CRICOS No. 00213J
Vitamin C, So Much More Than a
Cure For Scurvy
1920 – anti-scurvy factor called vitamin C
1933 - L-ascorbic acid discovered as anti-scorbutic factor (Haworth and
Szent-Györgyi)
1970 - Vitamin C and the Common Cold (Linus Pauling)
1980 - Vitamin C and Iron Bioavailability
2000 - Vitamin C and Cognition/Mood (Visser)
2015 – Vitamin C and some Cancer (Kaiser et al, Science 2015: 619)
2016 –Vitamin C and epigenetics
CRICOS No. 00213J
VitC concentration in kiwifruit
0
100
200
300
400
500
600
700
800
900
1000
1100
1200
Pistil 1WAA fruit 2WAA fruit 4WAA fruit 6WAA fruit 12WAA fruit Mature fruit
Ascorbate(mg/100gFW)
Vitamin C in kiwifruit
CRICOS No. 00213J
Laing et al., PNAS (2004 and 2007)
Biosynthesis of Ascorbate
CRICOS No. 00213J
Transients Expression of Enzymes in Vitamin C
Biosynthesis
# genes
expressed
(control) PMM GMP GME GGP GPP
0 32 ± 2
1 32 ± 1
35 ± 1
32 ± 1
223 ± 31
49 ± 14
2 34 ± 1
38 ± 3
542 ± 57
177 ± 24
3 34 ± 2
505 ± 46
539 ± 62
4 574 ± 31
680 ± 34
5 515 ± 53
CRICOS No. 00213J
Over-expression of GGP in plants
0
50
100
150
200
wt 10 3 3b 5 6 9 9a
Fruitascorbate(mg/100
gFW)
Transgenic lines
Strawberry
0
20
40
60
80
100
120
140
160
180
wt vector line 1 line 2 line 3 line 4 line 5
Fruitascorbate(mg/100g
FW)
Tomato
0
0.5
1
1.5
2
2.5
TuberAscorbate(mg/gDW)
Potato
Bullet et al. Plant Biotechnology Journal (2012) 10, 390–397
CRICOS No. 00213J
0
0.005
0.01
0.015
0.02
0.025
0.03
0.035
0.04
0.045
0.05
LUC/REN
0
0.05
0.1
0.15
0.2
0.25
LUC/REN
0
0.5
1
1.5
2
2.5
3
LUC/REN
0
0.1
0.2
0.3
0.4
0.5
0.6
LUC/REN
GGP-LUC TT8-LUC GGP-TT8-LUC TT8-GGP-LUC
+ - + - + - + -VitC
Promoter
Transcriptional or Post-Transcriptional Regulation?
GGP-promoter GGP-UTR LUC
TT8-promoter TT8-UTR LUC
LUC
LUC
TT8-UTR
TT8-promoter
GGP-promoter
GGP-UTR
LUC:REN
CRICOS No. 00213J
5’ UTR Alignment of GGP
CRICOS No. 00213J
RNA fold – 5’UTR region of kiwifruit GGP
CRICOS No. 00213J
G
G A
A T G
T C A
C T
C
Non-ATG Start Codons
CRICOS No. 00213J
Laing et al. Plant Cell (2015) 27:772-786
A uORF with non-ATG Start (ACG [Thr]) is Highly
Conserved in 5’UTR of GGP
dicotyledonous
algae to angiosperms
CRICOS No. 00213J
sORFs – Where are they in the annotation?
Hellens et.al TIPS (2015) 21:317-328
CRICOS No. 00213J
Short open reading frames (sORF)
and small peptides
CRICOS No. 00213J
Predicted small open reading frames
CRICOS No. 00213J
Actual small open reading frames
CRICOS No. 00213J
sORF - How do you spot the real ones?
• Gene families of small peptides
• Sequence homology between difference
species
• sORFfinder – Ka/Ks
• ORF vs. CDS – regulatory role
25-residue peptide (Poneratoxin) from Bullet
Ant Paraponera clavata
CRICOS No. 00213J
sORFs could be everywhere
Hellens et.al TIPS (2015) 21:317-328
CRICOS No. 00213J
Non-ATG start codons may be common
Ingolia NT, et al. Cell 2011, 147:789–802.
CRICOS No. 00213J
0
50
100
150
A
Numberofmatchingsequences
B
0 500 1000 1500 2000
0
20
40
Distance along GGP in base pairs
0
Numberofmatching
B
0 500 1000 1500 2000
0
20
40
Distance along GGP in base pairs
RNAseqRibosomeprofiling
Using data from Plant Cell. 2013 25:3699-710
Ribosome Profiling of GGP
CRICOS No. 00213J
Runway traffic jam. Sunday after the F1 race was the busiest time for departures of
private aircraft. At one point, 24 planes were waiting for take off (AUSTIN -
Bergstrom International Airport).
CRICOS No. 00213J
A Model for Vitamin C Regulation
CRICOS No. 00213J
Observed vs. expected peptide size distribution
0
0.5
1
1.5
2
2.5
3
3.5
4
0:24 25-50 50:74 75:99 100:124 125:149 150:174 175:199
Millions
all ATG
all ATG +
ncATG
Annotated
CRICOS No. 00213J
A role of non-ATG
CRICOS No. 00213J
Accumulation GGP transcript
CRICOS No. 00213J
So What - Improve Genome Annotation
ENCODE - Nature 489, 52–55 (2012) . doi:10.1038/489052a
CRICOS No. 00213J
So What – biofortification in commodity crops
Plant source Amount (mg
/ 100g)
Camu Camu 2800
Acerola 1677
Seabuckthorn 695
Mica Muro 500
Indian gooseberry 445
Rose hip 426
Baobab 400
Chili pepper (green) 244
Red pepper 190
Chili pepper (red) 144
Kiwifruit 90
Broccoli 90
Brussels sprouts 80
Kale 41
Cauliflower 40
Garlic 31
Spinach 30
Cabbage raw green 30
Potato 20
Cassava 21
Tomato 10
Banana 10
Carrot 9
Apple 8
Onion 7
Asparagus 6
Beetroot 5
Lettuce 4
Cucumber 3
Eggplant 2
Sweet potato 2
Rice 0
CRICOS No. 00213J
Summary
• Lots of unannotated small ORFs
• Not all peptides start with an ATG
•The GGP uORF is responsible for the
translational regulation of GGP
CRICOS No. 00213J
Acknowledgements
Willaim A. Laing
Sean Bulley
Roy Story
Marcela Martinez-Sanchez
Richard C. Macknight
Matthew A. W. Chisnall
Chris M. Brown
Sally Roden
Meredith Crisp

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Roger hellens combio - oct 2016

  • 1. CRICOS No. 00213J Where are all the small peptides and what might they do? Roger P. Hellens, QUT, Brisbane, Australia @rogerhellens
  • 2. CRICOS No. 00213J Micronutrient deficiency – hidden hunger http://www.fao.org
  • 3. CRICOS No. 00213J DALYs and deaths attributable to deficiencies of key vitamins and minerals Steur et al. Nature Biotechnology 33, 25–29 (2015)
  • 4. CRICOS No. 00213J Mechanism of Vitamin C-mediated Iron uptake Free Radical Biology and Medicine (2014) 75, 69–83
  • 5. CRICOS No. 00213J The problem of iron deficiency anemia can be viewed as one of inadequate iron bioavailability; with that in mind, it has been suggested that the problem may be better thought of as one of vitamin C inadequacy. Combs J, Gerald F. The Vitamins. 4 ed. Burlington: Elsevier Science; 2012 Ann N Y Acad Sci. 1980; 355:32-44. Vitamin C and Iron Deficiency
  • 6. CRICOS No. 00213J Fresh Fruit as a Cure for Scurvy The Diffusion Of Innovation, Everett M. Rogers 1617 The Surgeon's Mate by John Woodall (p 160-176) We have in our owne country here many excellent remedies generally knowne, as namely, Scurvy-grasse, Horse-Reddish roots, Nasturtia Aquatica, Wormwood, Sorrell, and many other good meanes... to the cure of those which live at home...they also helpe some Sea-men returned from farre who by the only natural disposition of the fresh aire and amendment of diet, nature herselfe in effect doth the Cure without other helps." At sea”, he states that experience shows that "the Lemmons, Limes, Tamarinds, Oranges, and other choice of good helps in the Indies... do farre exceed any that can be carried tither from England 1747 James Lind, HMS Sailsbury. (130 years later)1 • cider, • elixir of vitriol (sulphuric acid), • vinegar, • sea water, • 2 oranges and • 1 lemons, and a • purgative mixture of spicy paste and barley water 1795 Scurvy eliminated in the British navy (48 years later) 1856 British Board of Trade forms a policy of using lemons and limes to eliminate scurvy in the trading fleet. (61 years later, 239 in total) 1 - Lind J (1753). A Treatise of the Scurvy. London: A. Millar.
  • 7. CRICOS No. 00213J Vitamin C, So Much More Than a Cure For Scurvy 1920 – anti-scurvy factor called vitamin C 1933 - L-ascorbic acid discovered as anti-scorbutic factor (Haworth and Szent-Györgyi) 1970 - Vitamin C and the Common Cold (Linus Pauling) 1980 - Vitamin C and Iron Bioavailability 2000 - Vitamin C and Cognition/Mood (Visser) 2015 – Vitamin C and some Cancer (Kaiser et al, Science 2015: 619) 2016 –Vitamin C and epigenetics
  • 8. CRICOS No. 00213J VitC concentration in kiwifruit 0 100 200 300 400 500 600 700 800 900 1000 1100 1200 Pistil 1WAA fruit 2WAA fruit 4WAA fruit 6WAA fruit 12WAA fruit Mature fruit Ascorbate(mg/100gFW) Vitamin C in kiwifruit
  • 9. CRICOS No. 00213J Laing et al., PNAS (2004 and 2007) Biosynthesis of Ascorbate
  • 10. CRICOS No. 00213J Transients Expression of Enzymes in Vitamin C Biosynthesis # genes expressed (control) PMM GMP GME GGP GPP 0 32 ± 2 1 32 ± 1 35 ± 1 32 ± 1 223 ± 31 49 ± 14 2 34 ± 1 38 ± 3 542 ± 57 177 ± 24 3 34 ± 2 505 ± 46 539 ± 62 4 574 ± 31 680 ± 34 5 515 ± 53
  • 11. CRICOS No. 00213J Over-expression of GGP in plants 0 50 100 150 200 wt 10 3 3b 5 6 9 9a Fruitascorbate(mg/100 gFW) Transgenic lines Strawberry 0 20 40 60 80 100 120 140 160 180 wt vector line 1 line 2 line 3 line 4 line 5 Fruitascorbate(mg/100g FW) Tomato 0 0.5 1 1.5 2 2.5 TuberAscorbate(mg/gDW) Potato Bullet et al. Plant Biotechnology Journal (2012) 10, 390–397
  • 12. CRICOS No. 00213J 0 0.005 0.01 0.015 0.02 0.025 0.03 0.035 0.04 0.045 0.05 LUC/REN 0 0.05 0.1 0.15 0.2 0.25 LUC/REN 0 0.5 1 1.5 2 2.5 3 LUC/REN 0 0.1 0.2 0.3 0.4 0.5 0.6 LUC/REN GGP-LUC TT8-LUC GGP-TT8-LUC TT8-GGP-LUC + - + - + - + -VitC Promoter Transcriptional or Post-Transcriptional Regulation? GGP-promoter GGP-UTR LUC TT8-promoter TT8-UTR LUC LUC LUC TT8-UTR TT8-promoter GGP-promoter GGP-UTR LUC:REN
  • 13. CRICOS No. 00213J 5’ UTR Alignment of GGP
  • 14. CRICOS No. 00213J RNA fold – 5’UTR region of kiwifruit GGP
  • 15. CRICOS No. 00213J G G A A T G T C A C T C Non-ATG Start Codons
  • 16. CRICOS No. 00213J Laing et al. Plant Cell (2015) 27:772-786 A uORF with non-ATG Start (ACG [Thr]) is Highly Conserved in 5’UTR of GGP dicotyledonous algae to angiosperms
  • 17. CRICOS No. 00213J sORFs – Where are they in the annotation? Hellens et.al TIPS (2015) 21:317-328
  • 18. CRICOS No. 00213J Short open reading frames (sORF) and small peptides
  • 19. CRICOS No. 00213J Predicted small open reading frames
  • 20. CRICOS No. 00213J Actual small open reading frames
  • 21. CRICOS No. 00213J sORF - How do you spot the real ones? • Gene families of small peptides • Sequence homology between difference species • sORFfinder – Ka/Ks • ORF vs. CDS – regulatory role 25-residue peptide (Poneratoxin) from Bullet Ant Paraponera clavata
  • 22. CRICOS No. 00213J sORFs could be everywhere Hellens et.al TIPS (2015) 21:317-328
  • 23. CRICOS No. 00213J Non-ATG start codons may be common Ingolia NT, et al. Cell 2011, 147:789–802.
  • 24. CRICOS No. 00213J 0 50 100 150 A Numberofmatchingsequences B 0 500 1000 1500 2000 0 20 40 Distance along GGP in base pairs 0 Numberofmatching B 0 500 1000 1500 2000 0 20 40 Distance along GGP in base pairs RNAseqRibosomeprofiling Using data from Plant Cell. 2013 25:3699-710 Ribosome Profiling of GGP
  • 25. CRICOS No. 00213J Runway traffic jam. Sunday after the F1 race was the busiest time for departures of private aircraft. At one point, 24 planes were waiting for take off (AUSTIN - Bergstrom International Airport).
  • 26. CRICOS No. 00213J A Model for Vitamin C Regulation
  • 27. CRICOS No. 00213J Observed vs. expected peptide size distribution 0 0.5 1 1.5 2 2.5 3 3.5 4 0:24 25-50 50:74 75:99 100:124 125:149 150:174 175:199 Millions all ATG all ATG + ncATG Annotated
  • 28. CRICOS No. 00213J A role of non-ATG
  • 30. CRICOS No. 00213J So What - Improve Genome Annotation ENCODE - Nature 489, 52–55 (2012) . doi:10.1038/489052a
  • 31. CRICOS No. 00213J So What – biofortification in commodity crops Plant source Amount (mg / 100g) Camu Camu 2800 Acerola 1677 Seabuckthorn 695 Mica Muro 500 Indian gooseberry 445 Rose hip 426 Baobab 400 Chili pepper (green) 244 Red pepper 190 Chili pepper (red) 144 Kiwifruit 90 Broccoli 90 Brussels sprouts 80 Kale 41 Cauliflower 40 Garlic 31 Spinach 30 Cabbage raw green 30 Potato 20 Cassava 21 Tomato 10 Banana 10 Carrot 9 Apple 8 Onion 7 Asparagus 6 Beetroot 5 Lettuce 4 Cucumber 3 Eggplant 2 Sweet potato 2 Rice 0
  • 32. CRICOS No. 00213J Summary • Lots of unannotated small ORFs • Not all peptides start with an ATG •The GGP uORF is responsible for the translational regulation of GGP
  • 33. CRICOS No. 00213J Acknowledgements Willaim A. Laing Sean Bulley Roy Story Marcela Martinez-Sanchez Richard C. Macknight Matthew A. W. Chisnall Chris M. Brown Sally Roden Meredith Crisp