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Physiological, biochemical, and molecular
bases of low-light tolerance in rice
Dr. Lambodar Behera,
Principal Scientist(Biotechnology),
ICAR-National Rice Research Institute,
Cuttack-753006, Odisha
Lambodar Behera*1, Mirza Jaynul Baig1, Awadhesh Kumar1, Sharat Kumar Pradhan1,2,
Sangamitra Samantaray1, Rameswar Prasad Sah1, Devanna BN1, Anilkumar C1, Reshmi
Raj KR1, Darshan Panda1, Swagatika Das1, Soumya Mohanty1, Baneeta Mishra1
Introduction
 Low light is one of the major abiotic stresses in India
(Eastern, NE-region) and Southeast Asian countries in
rainy (kharif) season.
It affects all the stages of rice growth.
It reduces tiller number, spikelet number, spikelet fertility,
reduced grain weight, and dry matter.
It causes about a 35-40% yield reduction in rice during the
kharif season.
Besides, it also reduces quality of grains.
In order to develop rice varieties with higher yield under
low light stress, understanding of physiological,
biochemical and molecular basis of low light tolerance is
needed.
1400-1500 bright sunshine hours from
reproductive to grain filling stages.
Oryza sativa
Low light stress curtails yield in rice
R:FR
Normal light (1.2) Low Light (0.1)
Ballaré et al.(1990) Rice is the most
important Kharif crop
of India. Low light
stress during kharif
reduces rice grain yield
by 35%-40%.
Murty, K. S., & Sahu, G. (1987)
Normal Light = > 1000 micrpmoles/m2/sec
Low Light = < 1000 micrpmoles/m2/sec
45% Rainfed Rice Ecosystems (<750 bright sunshine
hours avaiable)
Simulation of Low light stress in the field condition
Study site location-ICAR-National Rice Research Institute (ICAR-
NRRI), Cuttack, Odisha, India.
Kharif-25% Shading
300 rice genotypes (landraces and HYVs) were evaluated under low light
conditions during two kharif seasons ( 2015 and 2016) at NRRI, Cuttack
 Plant height
 Flag leaf area
 Chla and b
 Number of tillers plant
 No. of panicles/Plant
 Spikelet Fertility
 Grain weight
 Specific leaf weight
 Chla/b
 Total dry weight
 Grain Yield
 Harvest index
Different Agronomical and Yield traits under low light stress
R
R R
R
FR
Shade -net
INCREASED
DECREASED
3 TRAITS
8 Traits
The low light tolerant and susceptible lines were selected on the basis of different
agronomic and yield traits, most significantly the yield reduction.
 Yield was reduced significantly (Average: 35.13%) under low light.
 Yield reduction under low light was mainly due to reduction in tiller number,
panicle number, grain number, grain fertility, grain weight and total biomass.
Rice Genotypes Code Tolerant/ Mod
tol. /
susceptible
Grain yield
Low Light
(g/plant)
Grain yield
under normal
light
(g/plant)
% of
reduction
SWARNAPRABHA
Tolerant Check
T 17.16 20.56 -16.52
PURNENDU CRRI24 T 11.67 12.66 -7.85
SANTHI CRRI37 T 14.13 16.01 -11.89
VLDHAN-209 CRRI60 T 15.26 16.97 -10.06
SASHI BCKV7 T 15.25 17.79 -14.37
BARHABALI DHAN BCKV11 T 14.49 16.59 -12.89
CHAMARMANI BCKV87 T 17.04 19.10 -10.81
LALDHAN BCKV28 T 14.35 17.22 -17.28
RUDRA CRRI96 T 11.18 15.09 -21.15
VAISAK CRRI38 T 12.83 16.48 -21.99
MAHANANDA BCKV91 T 12.66 16.38 -22.71
SASARANG - MT 9.66 14.51 -33.46
SWARNA - MT 14.45 20.75 -30.36
SARATHI CRRI30 S 5.59 12.96 -56.94
MAHISUGANDHA CRRI42 S 7.59 18.34 -58.65
GR-4 CRRI86 S 5.04 15.02 -66.34
IR64 CRRI3 S 5.69 12.64 -54.81
IR8
Susceptible
Check S 6.32 15.44 -59.29
SELECTION OF GENOTYPES ON THE BASIS OF GRAIN YIELD REDUCTION
These genotypes were used for physiological and biochemical basis of low light tolerance
Genotypes (18)
Tolerant-11, Moderately Tolerant-2,
Suscptible-5,
(Susceptible check-IR8,
Tolerant check-Swarnaprabha)
Parameters
1. PHYSIOLOGICAL:
Leaf area, Net Assimilation Rate, Stomatal conductance, Transpiration rate, CI/CA- 50%
flowering stage using LICOR 6400, Chl a and Chl b, Chl a/Chl b ratio, etc.
2. BICHEMICAL:
Total soluble sugar content(TS)-before and after 3days of flowering %, Starch-21 days
after grain filling.
Sedoheptulose-1, 7-bisphosphatase-50% flowering(0, 2, 4,6, 8hrs), other enzymes
Treatment- Normal Light (100%-open field)
Low Light (75% of normal light-Shade)
Season: Wet(Kharif) 2017, 2018
Physiological and biochemical bases
 Most tolerant genotypes showed
lower reduction for above
parameters as compared to
susceptible genotypes.
Chl-a+b- Total chlorophyll content
Chl-a/b- Chlorophyll a/b ratio
CAR- Carotenoids
SPAD- Chlorophyll meter
F0 - Initial fluroscence
Fm - maximum fluroscence
Fv/Fm variance fluroscence / maximum fluroscence
ETR – electron trasnport rate
Φ – Maximum quantum yield
qP – Photochemcial quenching
NPQ – Non photochemcial quenching
PN – Photosynthesis
Gs Stomatal conductance
E Transpiration rate
WUE- Water use efficiency
Chl-a+b- Total chlorophyll content
Chl-a/b- Chlorophyll a/b ratio
CAR- Carotenoids
SPAD- Chlorophyll meter
F0 - Initial fluroscence
Fm - maximum fluroscence
Fv/Fm variance fluroscence / maximum fluroscence
ETR – electron trasnport rate
Φ – Maximum quantum yield
qP – Photochemcial quenching
NPQ – Non photochemcial quenching
PN – Photosynthesis
Gs Stomatal conductance
E Transpiration rate
WUE- Water use efficiency
Salient Findings
Physiological Bases of Low Light Tolerance:
 Photosynthetic rate(Pn), stomatal conductance(gs), transpiration rate,
Carboxylation efficiency (CE), Photochemical quenching (qP) and
electron transport rate (ETR) decreased, while Ci/ Ca ratio increased
under low light as compared to normal light.
 Most of tolerant genotypes showed lower reduction for above
parameters as compared to susceptible genotypes.
 Leaf area increased but prominent in tolerant genotypes, and showed
correlation with yield under low light.
 Total Chl content increased under low light with a parallel
enhancement in Fv/Fm ratio(maximum quantum yield of PSII). Rate of
increase was more tolerant genotypes.
 Decreased of Chl(a/b) ratio was more in most of tolerant genotypes as
compared to susceptible genotypes.
 Different physiological mechanisms are contributing to
tolerance/susceptibility under light.
Photosynthetic Rate(µmol CO2m-2 s-1)
Photosynthetic rate improvement
under low light is the selection criteria
for low light -tolerant lines.
Genotypes
Yield
Trend NL LL % Decrease
S-PRABHA TC 24.3 20.3 16.46
Barhabalidhan T 24.21 20.21 16.52
Purnendu T 22.61 18.82 16.76
Chamarmani T 23.11 19.28 16.57
VLDhan209 T 26.4 21.44 18.79
Santhi T 21.71 18.15 16.4
Sashi T 23.21 20.11 13.36
Laldhan T 24.11 20.22 16.13
Rudra T 23.82 16.89 29.09
Mahananda T 23.86 17.84 25.23
Vaisak T 23.1 16.2 29.87
Sasarang MT 24.32 17.84 26.64
Swarna MT 26.62 20.41 19.57
IR-8 SC 24.78 11.38 54.08
IR-64 S 23.21 13.42 42.18
Sarathi S 26.4 15.22 42.35
Mahisugandha S 25.8 17.55 34.22
GR4 S 22.1 14.3 36.24
0
5
10
15
20
25
30
NL LL
Biochemical Bases of Low Light Tolerance:
 Reduction in total leaf soluble sugar content and grain Starch
content (%) were observed in all the genotypes under low light as
compared to normal light.
 Tolerant genotypes showed lower reduction as compared to
susceptible genotypes.
 Sucrose Synthase and AGPase showed less/no reduction under
low light in tolerant genotypes and maintain higher level than
susceptible genotypes.
 Tolerant genotypes showed higher SBPase activity as compared to
susceptible genotypes, though there was reduction under LL.
 SBPase activity found to correlated with photosynthesis and grain
yield under low light.
There is less reduction in Total
Soluble sugar content (3DBA) in most
of low light Tolerant genotypes as
compared to susceptible genotypes.
Less reduction in Total Soluble sugar
content (3DAA) under low light in
tolerant genotypes compared to
susceptible genotypes.
TOTAL SOLUBLE SUGAR(TSS) mg/g FW
Genotype
s
Yield
Trend NL LL
%
Decre
ase
S-PRABHA TC 4.01 3.69 7.98
Barhabali
dhan T 2.7 2.5 7.41
Purnendu T 4.01 3.8 5.24
Chamarm
ani T 3.85 3.5 8.73
VLDhan20
9 T 2.39 1.96 17.9
Santhi T 2.08 1.76 11.58
Sashi T 2.41 2.23 7.47
Laldhan T 2.29 1.88 15.38
Rudra T 1.98 1.56 17.99
Mahanan
da T 1.9 1.68 10.92
Vaisak T 3.9 2.99 23.33
Sasarang MT 3.7 2.37 36.92
Swarna MT 2.79 2.16 22.58
IR-8 SC 1.81 1.01 44.2
IR-64 S 2.22 1.3 48.03
Sarathi S 2.3 1.39 36.92
Mahisuga
ndha S 2.88 1.45 39.57
GR4 S 3.33 2.19 33.01
Genotypes
Yield
Tren
d NL LL
%
Decreas
e
S-PRABHA TC 3.95 3.56 9.87
Barhabalidhan T 2.6 2.37 8.85
Purnendu T 3.96 3.73 5.81
Chamarmani T 3.76 3.46 7.98
VLDhan209 T 2.33 1.96 15.88
Santhi T 1.93 1.67 13.47
Sashi T 2.35 2.21 5.96
Laldhan T 2.14 1.78 16.82
Rudra T 1.77 1.44 18.64
Mahananda T 1.76 1.48 15.91
Vaisak T 3.85 2.98 22.6
Sasarang MT 3.6 2.22 38.33
Swarna MT 2.66 2.01 24.43
IR-8 SC 1.79 0.98 45.25
IR-64 S 2.17 1.21 44.24
Sarathi S 2.19 1.31 40.18
Mahisugandha S 2.45 1.28 47.76
GR4 S 3.21 2.01 37.38
3 days before anthesis 3 days after anthesis
0
1
2
3
4
5 Swarnapra…
Barhabalid…
Purnendu
Chamarm…
VLDhan209
Santhi
Sashi
Laldhan
Rudra
Mahananda
Sasarang
Vaisak
Swarna
IR-8
IR-64
Sarathi
Mahisuga…
GR4
3 days before
NL LL
0
0.5
1
1.5
2
2.5
3
3.5
4
Swarnaprabha
Barhabalidhan
Purnendu
Chamarmani
VLDhan209
Santhi
Sashi
Laldhan
Rudra
Mahananda
Sasarang
Vaisak
Swarna
IR-8
IR-64
Sarathi
Mahisugandha
GR4
• Our findings indicated that LL stress results in reduction in the amylose and
resistant starch content.
• This was reflected in higher GI values of rice grains harvested from the crop
raised under LL stress.
• The rice tolerant genotypes showed comparatively lower the GI values as
compare red to susceptible varieties.
• This would help to develop better rice varieties for consumption by diabetics.
 Carbohydrate metabolism enzymes, viz. cytosolic invertase (CI),
Sucrose synthase (SuSy), and ADP-glucose pyrophosphorylase
(ADPGPPase) activities were assessed in spikelets of tolerant and
susceptible genotypes during Rabi 2021 at 50% flowering and 10 days
after flowering (10DAF).
 All the three enzyme activities decreased significantly in all the
genotypes under low light stress both at 50% flowering and 10 days
after flowering (10DAF).
 Tolerant genotypes (Swarnaprabha, Purnendu and VLDhan209)
showed higher activities of all these enzymes than the susceptible
genotypes (IR8 and GR4).
 Sucrose synthase and Starch synthase genes showed higher
expression levels in tolerant genotypes (Swarnaprabha, Purnendu and
VLDhan209) as compared to susceptible rice genotypes (IR8 and GR4)
under low light.
 Higher carbohydrate metabolism and increased sink activity (spikelet)
in tolerant genotypes as compared to susceptible genotypes, is,
therefore, an adaptive indicator in tolerant genotypes under low light
intensity.
Analysis of carbohydrate metabolism related enzymes and genes in spikelets
Seas
ons Enzymes Range Mean SD SEM CV (%) % change T-Test
T-Test Tol.
and Sus.
genotypes
50%
Flowering
(
Panicle)
(ADPGPPase)-NL 3.25-3.85 3.60 0.24 0.18 6.68
-52.18
0.0001
(ADPGPPase)-LL 1.25-2.3 1.73 0.46 0.21 26.47 0.01
(SuSy)- NL 9.34-9.62 9.50 0.12 0.05 1.22
-48.30
0.00002 0.04
(SuSy)- LL 3.97-5.44 4.91 0.66 0.29 13.44
(CI)- NL 14.2-15.28 14.79 0.49 0.21 3.30
-37.64
0.00001 0.0008
(CI)- LL 8.17-10.1 9.23 0.93 0.41 10.09
10
days
after
flowering
(
Panicle)
(ADPGPPase)-NL 3.46-4.06 3.81 0.24 0.11 6.38
-49.28
0.0001 0.01
(ADPGPPase)-LL 1.46-2.51 1.94 0.46 0.21 23.62
(SuSy)-NL 9.55-9.83 9.71 0.12 0.05 1.19
-47.25
0.00002 0.04
(SuSy)-LL 4.08-5.65 5.12 0.66 0.29 12.88
(CI)-NL 14.41-15.49 15 0.48 0.22 3.24
-37.11
0.00001 0.0008
(CI) LL 8.38-10.31 9.44 0.93 0.41 9.89
Descriptive statistics of 5 genotypes (3 tolerant and 3 susceptible) under NL and
LL in Rabi-2021) for Carbohydrate metabolism enzymes-Grain filling enzymes
Low
Light
Stress
Rice
Leaf
Lower
gs
CO2
Closed
stomata
CO2
Mesophyll
CO
2
Lower
gm
Calvin
Cycle
Opened
stomata
Chloroplast
3. Increased Fm results in
decreased QA re-oxidation.
Thus decrease qP.
4. Decreased qP results in lowered
electron flow( low ETR) that lowered
ΦPSII. Lowered electron flow
impaired thylakoid lumen
acidification.
5. Lowered redox effect hampered
NADPH and ATP generation.
pH distortion
pH distortion
6. Lowering of Rd-
Thx system
mediated activation
of C3 enzymes ( f-
type thioredoxin).
Lower
Hexose
1. Incoordination of
stomatal kinetics and
photosynthesis led to
low CO2 availability
for photosynthesis .
2.Lowered
Mesophyll
conductance
presents an
additional
limitation to
carbon
supply to the
chloroplast
under LL.
7. Downregulated Calvin
cycle due to;
• Low Rubisco
activation (Vcmax)
(stop and go traffic)
• Lower expression of
C3 enzymes
• Lower SBPase activity
 Transcriptome and epigenome profiling to identify
candidate genes differentially expressing under low light.
Molecular Bases of low light tolerance
Transcriptome sequencing (Swarnaprabha-T and IR8-S):
Vegetative and reproductive stages
Epigenome sequencing (miRNA and methylation)
(Swarnaprabha and IR8): Vegetative and reproductive
stages
Identified several DEGs, DE-miRNAs and DMRs
Validated few important DEGs, DE-miRNAs and DMR
genes (T-Purnendu,Swarnaprabha, VLDhan209; S-IR8 and GR4)
List of DEGs photosynthesis related genes used in expression analysis
used for validation
NGS transcriptome sequencing identified several differentially
expressed genes (DEGs). Expression of 14 photosynthesis-related
genes were selected and validated in 3 tolerant (Swarnaprabha,
Purnendu, VLdhan209) and 2 susceptible (IR8 and GR4) genotypes.
SL. NO Gene ID NAME of GENE Low Light
1
OsLhcb29.1 chlorophyll a-b binding protein CP29.1,
chloroplastic
Up-regulation
2
OsPSB27-H1 photosystem II repair protein PSB27-H1,
chloroplastic
Up-regulation
3 OsPSII10 photosystem II 10 kDa polypeptide, chloroplastic Up-regulation
4 OsSBPase Sedoheptulose-1, 7-bisphosphatase Down-regulation
5 OsRCAL Rubisco activase apha subunit( large) Down-regulation
6 OsGAPA glyceraldehyde-3-phosphate dehydrogenase(A) Down-regulation
7 OsGAPB glyceraldehyde-3-phosphate dehydrogenase(B) Down-regulation
8 OsRbcS2 Rubisco small subunit -S2 Down-regulation
9 OsRbcS3 Rubisco small subunit -S3 Down-regulation
10 OsRbcS4 Rubisco small subunit -S4 Down-regulation
11 OsRbcL Rubisco Large Subunit -L Down-regulation
12 OsFBPase Fructose 1,6 bisphosphatase Down-regulation
13 OsPRK Phosphoribulokinase Down-regulation
14 OsTXF Thioredoxin F, chloroplastic Down-regulation
Salient Findings (Transcriptome)
 Tolerant genotypes maintain higher level of expression of genes related to
photosynthesis and other metabolic pathways than susceptible genotypes
under low-light stress both at vegetative and reproductive stages, which
enable the plant to keep the photosynthetic and metabolic processes moving
at higher pace as compared to susceptible genotypes.
0
1
2
3
4
5
SW VL Dhan Purnendu GR4 IR8
1DAY 3DAY 5DAY
Fold
change
(treated
/
control
)
CAB CP26
0
0.5
1
1.5
2
2.5
3
3.5
4
4.5
SW VL Dhan Purnendu GR4 IR8
1DAY 3DAY 5DAY
CAB CP26
Fold
change
(treated
/
control
)
Vegetative Stage
0
1
2
3
4
SW VL Dhan Purnendu GR4 IR8
1DAY 3DAY 5DAY
Fold
change
(treated
/
control
)
CAB -1B-21
0
0.5
1
1.5
2
2.5
3
3.5
SW VL Dhan Purnendu GR4 IR8
1DAY 3DAY 5DAY
CAB -1B-21
Fold
change
(treated
/
control
)
CAB-CP26
CAB-1B-21
0
0.5
1
1.5
2
2.5
3
3.5
4
SW VL Dhan Purnendu GR4 IR8
1DAY 3DAY 5DAY
Fold
change
(treated
/
control
)
RUBISCO small chain
0
0.5
1
1.5
2
2.5
3
3.5
4
SW VL Dhan Purnendu GR4 IR8
1DAY 3DAY 5DAY
Fold
change
(treated
/
control
)
RUBISCO small chain
RUBISCO
0
1
2
3
4
5
6
7
8
SW VLDhan 209 Purnendu GR4 IR8
1DAY 5DAY 10DAY
Fold
change
(treated
/
control
)
CAB CP26
0
1
2
3
4
5
6
7
8
SW VL Dhan 209 Purnendu GR4 IR8
1DAY 5DAY 10DAY
CAB CP26
Fold
change
(treated
/
control
)
0
1
2
3
4
5
6
7
SW VL Dhan 209 Purnendu GR4 IR8
1DAY 5DAY 10DAY
Fold
change
(treated
/
control
)
CAB -1B-21
0
1
2
3
4
5
6
SW VL Dhan 209 Purnendu GR4 IR8
1DAY 5DAY 10DAY
CAB -1B-21
Fold
change
(treated
/
control
)
Reproductive Stage
0
1
2
3
4
5
6
7
SW VL Dhan 209 Purnendu GR4 IR8
1DAY 5DAY 10DAY
Fold
change
(treated
/
control
)
RUBISCO
0
1
2
3
4
5
6
7
SW VL Dhan 209 Purnendu GR4 IR8
1DAY 5DAY 10DAY
Fold
change
(treated
/
control
)
RUBISCO
CAB-CP26
CAB-1B-21
RUBISCO
Low light tolerant: Swarnaprabha, Purnendu and VL Dhan209
Susceptible : IR8 and GR4 ; Growth Stages: vegetative and reproductive
Treatment : Veg.: T0 (Control), T1-1day LL treatment, T3 (3days), T5 (5days);
Reproductive : T0, T5, T10
Expression analysis of photoreceptor, regulatory, phytochrome, cryptochrome,
phytochrome inhibitory factor (PIF) and transcription genes.
Photoreceptor genes like Cryptochrome - CRY1 and CRY2,
Phytochrome - PHY-A, PHY-B, and PHY-C
Phytochrome interacting factors - PIF1 and PIF1-2
Regulatory genes - Constitutive photo-morphogenesis 1 (COP1),
Phototropin-2, and Rice Phytochrome-Interacting
Factor-Like genes (OsPIL1, OsPIL15)
Transcription factor - OsBBX21, HY5 (OsbZIP48)(LONG HYPOCOTYL5 ), RGB1
Other genes : OsYUC11 (Auxin gene)
Rice D1 protein (OsPsbA) and
its repair associated proteins (OsPSB27 and PSII-PSB27-H1)
Tolerant genotypes maintains higher levels of expressions of the
most of regulatory, phytochrome, cryptochrome and phytochrome
inhibitory factor (PIF), transcription factor genes but lower
expression of OsPIL1, OsCOP1 and OsSPA1 genes as compared to
susceptible genotypes under low light.
Higher expressions of these genes helps tolerant genotypes in the
coordination of multiple light capturing process under low light.
This process enables the tolerant genotypes to keep the
photosynthetic and metabolic processes moving at higher pace in
comparison to susceptible genotypes under low light.
Salient Findings
• PhytochromeA play critical role in
the expression of gibberellin genes
which promotes germination.
Phytochrome A plays a critical role in the low light signalling in rice that
modulates photosynthesis , growth , development and morphological
adaptations of rice necessary to optimize grain yield.
Expression analysis of starch biosynthesis (grain quality) related genes
in the spikelets (10 days after flowering) of tolerant and susceptible
genotypes under low light and low light conditions.
Expression of genes related to the Starch biosynthesis
pathway(grain quality) under low light as compared to
normal light conditions.
 Starch biosynthesis-related genes significantly down-regulated in the spikelets
(10 days after flowering) under LL stress.
 The rate of reduction in Starch biosynthesis pathway was lower in tolerant
varieties (Swarnaprabha, Purnendu and VLdhan209) than susceptible varieties
(IR8 and GR4) .
• Under LL, IAA synthesis
decreased in the
developing spikelets that
affected sucrose to
starch conversion, thus
lowering filled grains.
• LL- tolerant rice
genotypes had higher
expression of IAA in the
developing spikelets
than LL-susceptible lines.
Epigenome (miRNA –Seq and
methylome-Seq)
Sl No. miRNA ID Mature miRNA sequences Type of miRNA Target
1
osa-miR166c-3p
UCGGACCAGGCUUCAUUCCCC Known Rolled leaf1
2 osa-miR2102-3p CGGGGCCGGUUCCGGUGUAGG
Known
Chlorophyll a-b binding protein
3 osa-miR530-3p AGGUGCAGAGGCAGAUGCAAC
Known Ubiquinone biosynthesis
protein COQ4
4 osamiR1-CRRI AGCUCGUCGGGCUUGCUGCGG Novel in rice MADS-box transcription factor
5 osa-miR2-CRRI AGCUCGUCGGGCUUGCUGCGGU Novel in rice
Myb-like DNA-binding domain
containing protein
6
osa-miR3-CRRI
UGCCGGUCAUAUGUAUCGAA Novel in rice
Granule-bound starch synthase
1
7
osa-miR4-CRRI
ACCGCUUCAUGAACUUUCAGG Novel in rice NAC domain-containing protein
8
osa-miR5-CRRI
CAAAUCCUGUCAUCCCUACC Novel in rice FAD dependent oxidoreductase
Differentially expressed miRNAs involved in photosynthesis and
related pathways (Vegetative stage)
NGS identified several DE-miRNAs. 8 miRNAs were validated in 3 tolerant
(Swarnaprabha, Purnendu, VLdhan209) and 2 susceptible (IR8 and GR4)
genotypes
Sl No miRNA ID
Mature miRNA
sequences
Type of
miRNA
Target
1 osa-miR2102-3p
CGGGGCCGGUUCCG
GUGUAGG
Known Chlorophyll a-b binding protein
2 osa-miR2-CRRI
AGCUCGUCGGGCUUG
CUGCGGU
Novel in
rice
Myb-like DNA-binding domain
containing protein
3 osa-miR3-CRRI
UGCCGGUCAUAUGU
AUCGAA
Novel in
rice
Granule-bound starch synthase 1
4
osa- miR531A cucgccggggcugcgugc
cgccau
Known
ATP binding protein, putative
5 osa- miR395J gugaaguguuugggggaac
uc
Known
Sulfate transporter 2.1, putative,
expressed
6 osa- miR1860 agaaaaccagcuuccagauc
u
Known DNA polymerase alpha subunit B
7 osa-miR7693 gacguccaucgaugaagagc
ga
Known
Cell division control protein 68, F-
box/LRR-repeat protein 2
8
osa- miR5161 ucuggaucagagggagua
ua
Known Senescence-associated protein
DIN1
Differentially expressed miRNAs involved in photosynthesis and
related pathways (Reproductive stage)
 Expression of miRNAs was found to be increased/ decreased under low light.
 Reverse trend was found in tolerant and susceptible genotypes in most of
miRNAs. They have important roles in regulation of gene expression, and might
be providing tolerance/ susceptibility to low light stress.
 miRNAs like osa-miR166c-3p, osa-miR2102-3p and osa-miR530-3p and novel
miRNAs osa-novmiR1, osa-novmiR2, osa-novmiR3, osa-novmiR4, and osa-
novmiR5 found to involve in low light mediated signaling mechanisms in the
tolerant and susceptible rice genotypes.
Salient Findings (Epigenome-miRNA)
Fig.: qRT-PCR data shows that osa-miR2102-3p up-regulated in
susceptible genotypes, whereas down-regulated in tolerant genotypes.
As osa-miR2102-3p has its target of chlorophyll a-b binding protein(CAB)
involved in Light harvesting complex in photosynthesis process. CAB
has higher expression in tolerant genotypes, indicating that this
miR2102-3p play very important role in low light condition to regulate the
tolerance/ susceptible mechanism.
0
1
2
3
SW PURNENDU VLDhan-209 GR-4 IR8
T1 T3 T5
FOLD
CHANGE
(TREATED
/
CONTROL)
osa-MiR2102-3p
Figure: qRT-PCR data shows that osa-miR2-NRRI lower expression in susceptible
genotypes whereas upregulated in tolerant genotypes.
As osa-miR2 has its target of myb-like DNA-binding domain containing protein
involved in controlling various processes like responses to biotic and abiotic
stresses, development, differentiation, metabolism and defense through
regulation of transcription of genes. So it has indirect regulation in low light
stress
0
5
10
15
20
25
30
35
40
45
50
SW PURNENDU VLDhan-209 GR-4 IR8
T1 T3 T5
FOLD
CHANGE
(TREATED
/
CONTROL)
osa-miR2-NRRI=Novel in Oryza sativa
DMR genes were selected for their validation(Vegetative stage)
S No Gene id chromoso
me
Methylated Regions Gene name
1 OS04G0320100 4 exon,intron,utr3
7-hydroxymethyl chlorophyll a reductase,
chloroplastic
2 OS09G0346500 9 promoter
Chlorophyll a-b binding protein 1,
chloroplastic
3 OS09G0346500 9 exon,utr3
Chlorophyll a-b binding protein 1,
chloroplastic
4 OS09G0296800 9 intron Putative chlorophyll a/b-binding protein
5 OS08G0433350 8 promoter photosystem II reaction center protein I
6 OS08G0200300 8 promoter Putative photosystem II 10K protein
7 OS01G0246400 1 promoter Putative early light-induced protein
8 OS12G0512800 12 exon,intron,utr3 Cytochrome P450 71E1
9 OS11G0485200 11 exon,utr5,promoter E1-E2 ATPase family protein
10 OS05G0200100 5 promoter Thioredoxin-like 2, chloroplastic
DMR genes were selected for their validation(reproductive stage)
S No Gene id chromoso
me
Gene name
1 LOC_Os08g17980 8
PhotosystemIIP680, chlorophyll A apoprotein, putative,
expressed
2 LOC_Os01g40710 1 Light inducible protein, putative, expressed
3 LOC_Os03g30400 3
Early light-induced protein, chloroplast precursor, putative,
expressed
4 LOC_Os12g19381 12 Rubisco small chain subunit
5 LOC_Os02g18500 2 Chlorophyllase-2, chloroplast precursor, putative
6 LOC_Os10g26470 10 Sucrose transporter, putative, expressed
7 LOC_Os08g20660 8 Sucrose-phosphate synthase, putative, expressed
8 LOC_Os07g13880 7
Soluble starch synthase,2-3, chloroplast precursor, putative,
expressed
9 LOC_Os01g52250 1 Starch synthase, putative, expressed
10 LOC_Os01g22954 1 Serine carboxypeptidase, putative, expressed
 Differential methylation was observed in different genes
related to photosynthesis and other pathways, and
difference was found between tolerant and susceptible
genotypes.
 Decreased methylation regions are found in tolerant rice
genotypes as compared susceptible genotypes under low
light.
 The number of decreased methylated regions leads to
increased expression of genes suppressed due to
methylation at particular site.
Salient Findings (Epigenome-melthylation)
Diagrammatic presentation of overall studies:
Low light stress
hv
 Decreased methylation region was found more in
tolerant rice genotypes as compared to susceptible
genotypes and number of decreased Methylated
regions leads to increased expression of gene
suppressed due to methylation at particular site.
Multiple sensors
Maintained overall higher yield in tolerant rice
genotypes
 Higher expressions of the most of regulatory genes,
phytochrome (PHY- A, PHY-B, and PHY-C), cryptochrome
(CRY1 and CRY2), and phytochrome inhibitory factor
(PIF1and PIF1-2) genes as compared to susceptible rice
genotypes.
 Changes occur in the genome-wide expression of
different miRNAs which involve in the regulatory
pathways to regulate genes or transcript expression
during stress to cope up with it and maintained the
photosynthetic and metabolites through enhanced the
expression of positive regulators or suppression of the
genes that have a role as negative regulators mediated
through different miRNA expression.
 Lower expressions of the most of regulatory genes
phytochrome, cryptochrome and phytochrome
inhibitory factor (PIF) genes as compared to tolerant
rice genotypes.
Changes occur in the genome-wide expression of
different miRNAs which involve in the regulatory
pathways to regulate genes or transcript expression
during stress and unable to maintained the
photosynthetic and metabolites pathway to cope up
with stress through decreases the expression of
positive regulators or increase of the genes that have
a role as negative regulators mediated through
different miRNA expression.
Tolerant rice genotypes (SW, Purnendu and VLdhan 209) Susceptible rice genotypes (GR4 and IR8)
 Increased methylation regions was found in
sensitive rice genotypes as compared to tolerant rice
genotypes.
Decreased overall yield significantly in sensitive rice
genotypes
Conclusion
 Low-light-tolerant genotypes showed larger foliage, greater
chlorophyll content, and a lower a/b ratio, higher activities
enzymes involved of photosynthesis and carbon metabolism, such
as SBPase and Rubisco than susceptible genotypes.
Few genes were found to regulate low-light tolerance, which are
associated with the LHC and the Calvin cycle, and produce proteins
implicated in light signalling, photosynthesis, and carbon
metabolism.
Tolerant genotypes maintains higher levels of expressions of the
most of regulatory, phytochrome, cryptochrome and
phytochrome inhibitory factor (PIF) genes as compared to
susceptible genotypes under low light.
Conclusion
Tolerant genotypes maintains higher levels expression of genes
related to the Starch biosynthesis pathway(grain quality) under
low light as compared to normal light conditions.
A few miRNAs were identified that play a pivotal role in
modulating gene expression, contributing to susceptibility or
tolerance to low-light stress.
 Differential methylation was observed in different genes related
to photosynthesis and other pathways, and differences were
found between tolerant and susceptible cultivars.
This information would be useful in improving rice production
under low-light stress conditions, which prevail in India and
Southeast Asian countries during the wet season.
1. Panda D, Dash GK, Mohanty S, Sekhar S, Roy A, Tudu C, Behera L, Tripathy BC,
Baig MJ (2023). Phytochrome A mediated modulation of photosynthesis,
development and yield in rice (Oryza sativa L.) in fluctuating light environment.
Environmental and Experimental Botany 206: 105183.
2. Panda D, Mohanty S, Das S, Mishra B, Baig MJ, Behera L (2023). Light intensity–
mediated auxin homeostasis in spikelets links carbohydrate metabolism
enzymes with grain filling rate in rice. Protoplasma 260:1233–1251.
3. Sekhar S, Das S, Panda D, Mohanty S, Mishra B, Kumar A, Navadagi DB, Sah RP,
Pradhan SK, Samantaray S, Baig MJ, Behera L, Mohapatra T (2022).
Identification of microRNAs that Provide a Low Light Stress Tolerance-Mediated
Signaling Pathway during Vegetative Growth in Rice. Plants 11: 2558.
4. Panda D,, Mohanty S, Das S, Sah RP, Kumar A, Behera L, Jaynul Baig MJ,
Tripathy BC (2022). The role of phytochrome-mediated gibberellic acid signaling
in the modulation of seed germination under low light stress in rice (O. sativa
L.). Physiology and Molecular Biology of Plants 28(3):585–605.
5. Kumar A, Panda D, Mohanty S, Biswal M, Dey P, Dash M, Sah RP, Kumar S, Baig
MJ, Behera L (2020). Role of sedoheptulose-1,7 bisphosphatase in low light
tolerance of rice (Oryza sativa L.). Physiology and Molecular Biology of
Plants 26(12):2465-2485.
List of Publications
6. Panda D, Biswal M, Mohanty S, Dey P, Swain A, Behera D, Baig MJ, Kumar A, Sah
RP, Tripathy BC, Behera L (2020). Contribution of phytochromeA in the
regulation of sink capacity, starch biosynthesis, grain quality, grain yield and
related traits in rice. Plant Archives 20(1): 1179-1194.
7. Sekhar S, Panda D, Kumar J, et al. (2019). Comparative transcriptome profiling of
low light tolerant and sensitive rice varieties induced by low light stress at
active tillering stage. Scientific Reports 9:5753.
8. Panda D, Biswal M, Behera L, Baig MJ, Dey P, Nayak L, Sharma S, Samantray S,
Ngangkham U, Kumar A(2019). ). Impact of low light stress on physiological,
biochemical and agronomic attributes of rice. Journal of Pharmacognosy and
Phytochemistry 8(1) 1814-1821
9. Kumar A, Panda D, Biswal M, Dey P, Behera L, Baig MJ, Nayak L, Ngangkham U,
Sharma SG (2018). Low light stress influences resistance starch content and
glycemic index of rice (O. sativa L.). Starch, doi: 10.1002/star.201800216.
List of Publications
Acknowledgements
1. ICAR, New Delhi
2. Sec., DARE, DG, ICAR
3. DDG, ICAR
4. ADG, ICAR
5. Directors, ICAR-NRRI, Cuttack
7. PIs, Co-PIs and students

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EDITED Rev3-Low Light-Bases-L Behera-23Nov-23(AAU).pptx

  • 1. Physiological, biochemical, and molecular bases of low-light tolerance in rice Dr. Lambodar Behera, Principal Scientist(Biotechnology), ICAR-National Rice Research Institute, Cuttack-753006, Odisha Lambodar Behera*1, Mirza Jaynul Baig1, Awadhesh Kumar1, Sharat Kumar Pradhan1,2, Sangamitra Samantaray1, Rameswar Prasad Sah1, Devanna BN1, Anilkumar C1, Reshmi Raj KR1, Darshan Panda1, Swagatika Das1, Soumya Mohanty1, Baneeta Mishra1
  • 2. Introduction  Low light is one of the major abiotic stresses in India (Eastern, NE-region) and Southeast Asian countries in rainy (kharif) season. It affects all the stages of rice growth. It reduces tiller number, spikelet number, spikelet fertility, reduced grain weight, and dry matter. It causes about a 35-40% yield reduction in rice during the kharif season. Besides, it also reduces quality of grains. In order to develop rice varieties with higher yield under low light stress, understanding of physiological, biochemical and molecular basis of low light tolerance is needed.
  • 3. 1400-1500 bright sunshine hours from reproductive to grain filling stages. Oryza sativa Low light stress curtails yield in rice R:FR Normal light (1.2) Low Light (0.1) Ballaré et al.(1990) Rice is the most important Kharif crop of India. Low light stress during kharif reduces rice grain yield by 35%-40%. Murty, K. S., & Sahu, G. (1987) Normal Light = > 1000 micrpmoles/m2/sec Low Light = < 1000 micrpmoles/m2/sec 45% Rainfed Rice Ecosystems (<750 bright sunshine hours avaiable)
  • 4. Simulation of Low light stress in the field condition Study site location-ICAR-National Rice Research Institute (ICAR- NRRI), Cuttack, Odisha, India. Kharif-25% Shading 300 rice genotypes (landraces and HYVs) were evaluated under low light conditions during two kharif seasons ( 2015 and 2016) at NRRI, Cuttack
  • 5.  Plant height  Flag leaf area  Chla and b  Number of tillers plant  No. of panicles/Plant  Spikelet Fertility  Grain weight  Specific leaf weight  Chla/b  Total dry weight  Grain Yield  Harvest index Different Agronomical and Yield traits under low light stress R R R R FR Shade -net INCREASED DECREASED 3 TRAITS 8 Traits The low light tolerant and susceptible lines were selected on the basis of different agronomic and yield traits, most significantly the yield reduction.  Yield was reduced significantly (Average: 35.13%) under low light.  Yield reduction under low light was mainly due to reduction in tiller number, panicle number, grain number, grain fertility, grain weight and total biomass.
  • 6. Rice Genotypes Code Tolerant/ Mod tol. / susceptible Grain yield Low Light (g/plant) Grain yield under normal light (g/plant) % of reduction SWARNAPRABHA Tolerant Check T 17.16 20.56 -16.52 PURNENDU CRRI24 T 11.67 12.66 -7.85 SANTHI CRRI37 T 14.13 16.01 -11.89 VLDHAN-209 CRRI60 T 15.26 16.97 -10.06 SASHI BCKV7 T 15.25 17.79 -14.37 BARHABALI DHAN BCKV11 T 14.49 16.59 -12.89 CHAMARMANI BCKV87 T 17.04 19.10 -10.81 LALDHAN BCKV28 T 14.35 17.22 -17.28 RUDRA CRRI96 T 11.18 15.09 -21.15 VAISAK CRRI38 T 12.83 16.48 -21.99 MAHANANDA BCKV91 T 12.66 16.38 -22.71 SASARANG - MT 9.66 14.51 -33.46 SWARNA - MT 14.45 20.75 -30.36 SARATHI CRRI30 S 5.59 12.96 -56.94 MAHISUGANDHA CRRI42 S 7.59 18.34 -58.65 GR-4 CRRI86 S 5.04 15.02 -66.34 IR64 CRRI3 S 5.69 12.64 -54.81 IR8 Susceptible Check S 6.32 15.44 -59.29 SELECTION OF GENOTYPES ON THE BASIS OF GRAIN YIELD REDUCTION These genotypes were used for physiological and biochemical basis of low light tolerance
  • 7. Genotypes (18) Tolerant-11, Moderately Tolerant-2, Suscptible-5, (Susceptible check-IR8, Tolerant check-Swarnaprabha) Parameters 1. PHYSIOLOGICAL: Leaf area, Net Assimilation Rate, Stomatal conductance, Transpiration rate, CI/CA- 50% flowering stage using LICOR 6400, Chl a and Chl b, Chl a/Chl b ratio, etc. 2. BICHEMICAL: Total soluble sugar content(TS)-before and after 3days of flowering %, Starch-21 days after grain filling. Sedoheptulose-1, 7-bisphosphatase-50% flowering(0, 2, 4,6, 8hrs), other enzymes Treatment- Normal Light (100%-open field) Low Light (75% of normal light-Shade) Season: Wet(Kharif) 2017, 2018 Physiological and biochemical bases
  • 8.  Most tolerant genotypes showed lower reduction for above parameters as compared to susceptible genotypes.
  • 9. Chl-a+b- Total chlorophyll content Chl-a/b- Chlorophyll a/b ratio CAR- Carotenoids SPAD- Chlorophyll meter F0 - Initial fluroscence Fm - maximum fluroscence Fv/Fm variance fluroscence / maximum fluroscence ETR – electron trasnport rate Φ – Maximum quantum yield qP – Photochemcial quenching NPQ – Non photochemcial quenching PN – Photosynthesis Gs Stomatal conductance E Transpiration rate WUE- Water use efficiency
  • 10. Chl-a+b- Total chlorophyll content Chl-a/b- Chlorophyll a/b ratio CAR- Carotenoids SPAD- Chlorophyll meter F0 - Initial fluroscence Fm - maximum fluroscence Fv/Fm variance fluroscence / maximum fluroscence ETR – electron trasnport rate Φ – Maximum quantum yield qP – Photochemcial quenching NPQ – Non photochemcial quenching PN – Photosynthesis Gs Stomatal conductance E Transpiration rate WUE- Water use efficiency
  • 11. Salient Findings Physiological Bases of Low Light Tolerance:  Photosynthetic rate(Pn), stomatal conductance(gs), transpiration rate, Carboxylation efficiency (CE), Photochemical quenching (qP) and electron transport rate (ETR) decreased, while Ci/ Ca ratio increased under low light as compared to normal light.  Most of tolerant genotypes showed lower reduction for above parameters as compared to susceptible genotypes.  Leaf area increased but prominent in tolerant genotypes, and showed correlation with yield under low light.  Total Chl content increased under low light with a parallel enhancement in Fv/Fm ratio(maximum quantum yield of PSII). Rate of increase was more tolerant genotypes.  Decreased of Chl(a/b) ratio was more in most of tolerant genotypes as compared to susceptible genotypes.  Different physiological mechanisms are contributing to tolerance/susceptibility under light.
  • 12. Photosynthetic Rate(µmol CO2m-2 s-1) Photosynthetic rate improvement under low light is the selection criteria for low light -tolerant lines. Genotypes Yield Trend NL LL % Decrease S-PRABHA TC 24.3 20.3 16.46 Barhabalidhan T 24.21 20.21 16.52 Purnendu T 22.61 18.82 16.76 Chamarmani T 23.11 19.28 16.57 VLDhan209 T 26.4 21.44 18.79 Santhi T 21.71 18.15 16.4 Sashi T 23.21 20.11 13.36 Laldhan T 24.11 20.22 16.13 Rudra T 23.82 16.89 29.09 Mahananda T 23.86 17.84 25.23 Vaisak T 23.1 16.2 29.87 Sasarang MT 24.32 17.84 26.64 Swarna MT 26.62 20.41 19.57 IR-8 SC 24.78 11.38 54.08 IR-64 S 23.21 13.42 42.18 Sarathi S 26.4 15.22 42.35 Mahisugandha S 25.8 17.55 34.22 GR4 S 22.1 14.3 36.24 0 5 10 15 20 25 30 NL LL
  • 13. Biochemical Bases of Low Light Tolerance:  Reduction in total leaf soluble sugar content and grain Starch content (%) were observed in all the genotypes under low light as compared to normal light.  Tolerant genotypes showed lower reduction as compared to susceptible genotypes.  Sucrose Synthase and AGPase showed less/no reduction under low light in tolerant genotypes and maintain higher level than susceptible genotypes.  Tolerant genotypes showed higher SBPase activity as compared to susceptible genotypes, though there was reduction under LL.  SBPase activity found to correlated with photosynthesis and grain yield under low light.
  • 14. There is less reduction in Total Soluble sugar content (3DBA) in most of low light Tolerant genotypes as compared to susceptible genotypes. Less reduction in Total Soluble sugar content (3DAA) under low light in tolerant genotypes compared to susceptible genotypes. TOTAL SOLUBLE SUGAR(TSS) mg/g FW Genotype s Yield Trend NL LL % Decre ase S-PRABHA TC 4.01 3.69 7.98 Barhabali dhan T 2.7 2.5 7.41 Purnendu T 4.01 3.8 5.24 Chamarm ani T 3.85 3.5 8.73 VLDhan20 9 T 2.39 1.96 17.9 Santhi T 2.08 1.76 11.58 Sashi T 2.41 2.23 7.47 Laldhan T 2.29 1.88 15.38 Rudra T 1.98 1.56 17.99 Mahanan da T 1.9 1.68 10.92 Vaisak T 3.9 2.99 23.33 Sasarang MT 3.7 2.37 36.92 Swarna MT 2.79 2.16 22.58 IR-8 SC 1.81 1.01 44.2 IR-64 S 2.22 1.3 48.03 Sarathi S 2.3 1.39 36.92 Mahisuga ndha S 2.88 1.45 39.57 GR4 S 3.33 2.19 33.01 Genotypes Yield Tren d NL LL % Decreas e S-PRABHA TC 3.95 3.56 9.87 Barhabalidhan T 2.6 2.37 8.85 Purnendu T 3.96 3.73 5.81 Chamarmani T 3.76 3.46 7.98 VLDhan209 T 2.33 1.96 15.88 Santhi T 1.93 1.67 13.47 Sashi T 2.35 2.21 5.96 Laldhan T 2.14 1.78 16.82 Rudra T 1.77 1.44 18.64 Mahananda T 1.76 1.48 15.91 Vaisak T 3.85 2.98 22.6 Sasarang MT 3.6 2.22 38.33 Swarna MT 2.66 2.01 24.43 IR-8 SC 1.79 0.98 45.25 IR-64 S 2.17 1.21 44.24 Sarathi S 2.19 1.31 40.18 Mahisugandha S 2.45 1.28 47.76 GR4 S 3.21 2.01 37.38 3 days before anthesis 3 days after anthesis 0 1 2 3 4 5 Swarnapra… Barhabalid… Purnendu Chamarm… VLDhan209 Santhi Sashi Laldhan Rudra Mahananda Sasarang Vaisak Swarna IR-8 IR-64 Sarathi Mahisuga… GR4 3 days before NL LL 0 0.5 1 1.5 2 2.5 3 3.5 4 Swarnaprabha Barhabalidhan Purnendu Chamarmani VLDhan209 Santhi Sashi Laldhan Rudra Mahananda Sasarang Vaisak Swarna IR-8 IR-64 Sarathi Mahisugandha GR4
  • 15. • Our findings indicated that LL stress results in reduction in the amylose and resistant starch content. • This was reflected in higher GI values of rice grains harvested from the crop raised under LL stress. • The rice tolerant genotypes showed comparatively lower the GI values as compare red to susceptible varieties. • This would help to develop better rice varieties for consumption by diabetics.
  • 16.  Carbohydrate metabolism enzymes, viz. cytosolic invertase (CI), Sucrose synthase (SuSy), and ADP-glucose pyrophosphorylase (ADPGPPase) activities were assessed in spikelets of tolerant and susceptible genotypes during Rabi 2021 at 50% flowering and 10 days after flowering (10DAF).  All the three enzyme activities decreased significantly in all the genotypes under low light stress both at 50% flowering and 10 days after flowering (10DAF).  Tolerant genotypes (Swarnaprabha, Purnendu and VLDhan209) showed higher activities of all these enzymes than the susceptible genotypes (IR8 and GR4).  Sucrose synthase and Starch synthase genes showed higher expression levels in tolerant genotypes (Swarnaprabha, Purnendu and VLDhan209) as compared to susceptible rice genotypes (IR8 and GR4) under low light.  Higher carbohydrate metabolism and increased sink activity (spikelet) in tolerant genotypes as compared to susceptible genotypes, is, therefore, an adaptive indicator in tolerant genotypes under low light intensity. Analysis of carbohydrate metabolism related enzymes and genes in spikelets
  • 17. Seas ons Enzymes Range Mean SD SEM CV (%) % change T-Test T-Test Tol. and Sus. genotypes 50% Flowering ( Panicle) (ADPGPPase)-NL 3.25-3.85 3.60 0.24 0.18 6.68 -52.18 0.0001 (ADPGPPase)-LL 1.25-2.3 1.73 0.46 0.21 26.47 0.01 (SuSy)- NL 9.34-9.62 9.50 0.12 0.05 1.22 -48.30 0.00002 0.04 (SuSy)- LL 3.97-5.44 4.91 0.66 0.29 13.44 (CI)- NL 14.2-15.28 14.79 0.49 0.21 3.30 -37.64 0.00001 0.0008 (CI)- LL 8.17-10.1 9.23 0.93 0.41 10.09 10 days after flowering ( Panicle) (ADPGPPase)-NL 3.46-4.06 3.81 0.24 0.11 6.38 -49.28 0.0001 0.01 (ADPGPPase)-LL 1.46-2.51 1.94 0.46 0.21 23.62 (SuSy)-NL 9.55-9.83 9.71 0.12 0.05 1.19 -47.25 0.00002 0.04 (SuSy)-LL 4.08-5.65 5.12 0.66 0.29 12.88 (CI)-NL 14.41-15.49 15 0.48 0.22 3.24 -37.11 0.00001 0.0008 (CI) LL 8.38-10.31 9.44 0.93 0.41 9.89 Descriptive statistics of 5 genotypes (3 tolerant and 3 susceptible) under NL and LL in Rabi-2021) for Carbohydrate metabolism enzymes-Grain filling enzymes
  • 18. Low Light Stress Rice Leaf Lower gs CO2 Closed stomata CO2 Mesophyll CO 2 Lower gm Calvin Cycle Opened stomata Chloroplast 3. Increased Fm results in decreased QA re-oxidation. Thus decrease qP. 4. Decreased qP results in lowered electron flow( low ETR) that lowered ΦPSII. Lowered electron flow impaired thylakoid lumen acidification. 5. Lowered redox effect hampered NADPH and ATP generation. pH distortion pH distortion 6. Lowering of Rd- Thx system mediated activation of C3 enzymes ( f- type thioredoxin). Lower Hexose 1. Incoordination of stomatal kinetics and photosynthesis led to low CO2 availability for photosynthesis . 2.Lowered Mesophyll conductance presents an additional limitation to carbon supply to the chloroplast under LL. 7. Downregulated Calvin cycle due to; • Low Rubisco activation (Vcmax) (stop and go traffic) • Lower expression of C3 enzymes • Lower SBPase activity
  • 19.  Transcriptome and epigenome profiling to identify candidate genes differentially expressing under low light. Molecular Bases of low light tolerance Transcriptome sequencing (Swarnaprabha-T and IR8-S): Vegetative and reproductive stages Epigenome sequencing (miRNA and methylation) (Swarnaprabha and IR8): Vegetative and reproductive stages Identified several DEGs, DE-miRNAs and DMRs Validated few important DEGs, DE-miRNAs and DMR genes (T-Purnendu,Swarnaprabha, VLDhan209; S-IR8 and GR4)
  • 20. List of DEGs photosynthesis related genes used in expression analysis used for validation NGS transcriptome sequencing identified several differentially expressed genes (DEGs). Expression of 14 photosynthesis-related genes were selected and validated in 3 tolerant (Swarnaprabha, Purnendu, VLdhan209) and 2 susceptible (IR8 and GR4) genotypes. SL. NO Gene ID NAME of GENE Low Light 1 OsLhcb29.1 chlorophyll a-b binding protein CP29.1, chloroplastic Up-regulation 2 OsPSB27-H1 photosystem II repair protein PSB27-H1, chloroplastic Up-regulation 3 OsPSII10 photosystem II 10 kDa polypeptide, chloroplastic Up-regulation 4 OsSBPase Sedoheptulose-1, 7-bisphosphatase Down-regulation 5 OsRCAL Rubisco activase apha subunit( large) Down-regulation 6 OsGAPA glyceraldehyde-3-phosphate dehydrogenase(A) Down-regulation 7 OsGAPB glyceraldehyde-3-phosphate dehydrogenase(B) Down-regulation 8 OsRbcS2 Rubisco small subunit -S2 Down-regulation 9 OsRbcS3 Rubisco small subunit -S3 Down-regulation 10 OsRbcS4 Rubisco small subunit -S4 Down-regulation 11 OsRbcL Rubisco Large Subunit -L Down-regulation 12 OsFBPase Fructose 1,6 bisphosphatase Down-regulation 13 OsPRK Phosphoribulokinase Down-regulation 14 OsTXF Thioredoxin F, chloroplastic Down-regulation
  • 21. Salient Findings (Transcriptome)  Tolerant genotypes maintain higher level of expression of genes related to photosynthesis and other metabolic pathways than susceptible genotypes under low-light stress both at vegetative and reproductive stages, which enable the plant to keep the photosynthetic and metabolic processes moving at higher pace as compared to susceptible genotypes.
  • 22. 0 1 2 3 4 5 SW VL Dhan Purnendu GR4 IR8 1DAY 3DAY 5DAY Fold change (treated / control ) CAB CP26 0 0.5 1 1.5 2 2.5 3 3.5 4 4.5 SW VL Dhan Purnendu GR4 IR8 1DAY 3DAY 5DAY CAB CP26 Fold change (treated / control ) Vegetative Stage 0 1 2 3 4 SW VL Dhan Purnendu GR4 IR8 1DAY 3DAY 5DAY Fold change (treated / control ) CAB -1B-21 0 0.5 1 1.5 2 2.5 3 3.5 SW VL Dhan Purnendu GR4 IR8 1DAY 3DAY 5DAY CAB -1B-21 Fold change (treated / control ) CAB-CP26 CAB-1B-21 0 0.5 1 1.5 2 2.5 3 3.5 4 SW VL Dhan Purnendu GR4 IR8 1DAY 3DAY 5DAY Fold change (treated / control ) RUBISCO small chain 0 0.5 1 1.5 2 2.5 3 3.5 4 SW VL Dhan Purnendu GR4 IR8 1DAY 3DAY 5DAY Fold change (treated / control ) RUBISCO small chain RUBISCO
  • 23. 0 1 2 3 4 5 6 7 8 SW VLDhan 209 Purnendu GR4 IR8 1DAY 5DAY 10DAY Fold change (treated / control ) CAB CP26 0 1 2 3 4 5 6 7 8 SW VL Dhan 209 Purnendu GR4 IR8 1DAY 5DAY 10DAY CAB CP26 Fold change (treated / control ) 0 1 2 3 4 5 6 7 SW VL Dhan 209 Purnendu GR4 IR8 1DAY 5DAY 10DAY Fold change (treated / control ) CAB -1B-21 0 1 2 3 4 5 6 SW VL Dhan 209 Purnendu GR4 IR8 1DAY 5DAY 10DAY CAB -1B-21 Fold change (treated / control ) Reproductive Stage 0 1 2 3 4 5 6 7 SW VL Dhan 209 Purnendu GR4 IR8 1DAY 5DAY 10DAY Fold change (treated / control ) RUBISCO 0 1 2 3 4 5 6 7 SW VL Dhan 209 Purnendu GR4 IR8 1DAY 5DAY 10DAY Fold change (treated / control ) RUBISCO CAB-CP26 CAB-1B-21 RUBISCO
  • 24. Low light tolerant: Swarnaprabha, Purnendu and VL Dhan209 Susceptible : IR8 and GR4 ; Growth Stages: vegetative and reproductive Treatment : Veg.: T0 (Control), T1-1day LL treatment, T3 (3days), T5 (5days); Reproductive : T0, T5, T10 Expression analysis of photoreceptor, regulatory, phytochrome, cryptochrome, phytochrome inhibitory factor (PIF) and transcription genes. Photoreceptor genes like Cryptochrome - CRY1 and CRY2, Phytochrome - PHY-A, PHY-B, and PHY-C Phytochrome interacting factors - PIF1 and PIF1-2 Regulatory genes - Constitutive photo-morphogenesis 1 (COP1), Phototropin-2, and Rice Phytochrome-Interacting Factor-Like genes (OsPIL1, OsPIL15) Transcription factor - OsBBX21, HY5 (OsbZIP48)(LONG HYPOCOTYL5 ), RGB1 Other genes : OsYUC11 (Auxin gene) Rice D1 protein (OsPsbA) and its repair associated proteins (OsPSB27 and PSII-PSB27-H1)
  • 25. Tolerant genotypes maintains higher levels of expressions of the most of regulatory, phytochrome, cryptochrome and phytochrome inhibitory factor (PIF), transcription factor genes but lower expression of OsPIL1, OsCOP1 and OsSPA1 genes as compared to susceptible genotypes under low light. Higher expressions of these genes helps tolerant genotypes in the coordination of multiple light capturing process under low light. This process enables the tolerant genotypes to keep the photosynthetic and metabolic processes moving at higher pace in comparison to susceptible genotypes under low light. Salient Findings
  • 26. • PhytochromeA play critical role in the expression of gibberellin genes which promotes germination.
  • 27. Phytochrome A plays a critical role in the low light signalling in rice that modulates photosynthesis , growth , development and morphological adaptations of rice necessary to optimize grain yield.
  • 28. Expression analysis of starch biosynthesis (grain quality) related genes in the spikelets (10 days after flowering) of tolerant and susceptible genotypes under low light and low light conditions.
  • 29. Expression of genes related to the Starch biosynthesis pathway(grain quality) under low light as compared to normal light conditions.  Starch biosynthesis-related genes significantly down-regulated in the spikelets (10 days after flowering) under LL stress.  The rate of reduction in Starch biosynthesis pathway was lower in tolerant varieties (Swarnaprabha, Purnendu and VLdhan209) than susceptible varieties (IR8 and GR4) .
  • 30. • Under LL, IAA synthesis decreased in the developing spikelets that affected sucrose to starch conversion, thus lowering filled grains. • LL- tolerant rice genotypes had higher expression of IAA in the developing spikelets than LL-susceptible lines.
  • 31. Epigenome (miRNA –Seq and methylome-Seq)
  • 32. Sl No. miRNA ID Mature miRNA sequences Type of miRNA Target 1 osa-miR166c-3p UCGGACCAGGCUUCAUUCCCC Known Rolled leaf1 2 osa-miR2102-3p CGGGGCCGGUUCCGGUGUAGG Known Chlorophyll a-b binding protein 3 osa-miR530-3p AGGUGCAGAGGCAGAUGCAAC Known Ubiquinone biosynthesis protein COQ4 4 osamiR1-CRRI AGCUCGUCGGGCUUGCUGCGG Novel in rice MADS-box transcription factor 5 osa-miR2-CRRI AGCUCGUCGGGCUUGCUGCGGU Novel in rice Myb-like DNA-binding domain containing protein 6 osa-miR3-CRRI UGCCGGUCAUAUGUAUCGAA Novel in rice Granule-bound starch synthase 1 7 osa-miR4-CRRI ACCGCUUCAUGAACUUUCAGG Novel in rice NAC domain-containing protein 8 osa-miR5-CRRI CAAAUCCUGUCAUCCCUACC Novel in rice FAD dependent oxidoreductase Differentially expressed miRNAs involved in photosynthesis and related pathways (Vegetative stage) NGS identified several DE-miRNAs. 8 miRNAs were validated in 3 tolerant (Swarnaprabha, Purnendu, VLdhan209) and 2 susceptible (IR8 and GR4) genotypes
  • 33. Sl No miRNA ID Mature miRNA sequences Type of miRNA Target 1 osa-miR2102-3p CGGGGCCGGUUCCG GUGUAGG Known Chlorophyll a-b binding protein 2 osa-miR2-CRRI AGCUCGUCGGGCUUG CUGCGGU Novel in rice Myb-like DNA-binding domain containing protein 3 osa-miR3-CRRI UGCCGGUCAUAUGU AUCGAA Novel in rice Granule-bound starch synthase 1 4 osa- miR531A cucgccggggcugcgugc cgccau Known ATP binding protein, putative 5 osa- miR395J gugaaguguuugggggaac uc Known Sulfate transporter 2.1, putative, expressed 6 osa- miR1860 agaaaaccagcuuccagauc u Known DNA polymerase alpha subunit B 7 osa-miR7693 gacguccaucgaugaagagc ga Known Cell division control protein 68, F- box/LRR-repeat protein 2 8 osa- miR5161 ucuggaucagagggagua ua Known Senescence-associated protein DIN1 Differentially expressed miRNAs involved in photosynthesis and related pathways (Reproductive stage)
  • 34.  Expression of miRNAs was found to be increased/ decreased under low light.  Reverse trend was found in tolerant and susceptible genotypes in most of miRNAs. They have important roles in regulation of gene expression, and might be providing tolerance/ susceptibility to low light stress.  miRNAs like osa-miR166c-3p, osa-miR2102-3p and osa-miR530-3p and novel miRNAs osa-novmiR1, osa-novmiR2, osa-novmiR3, osa-novmiR4, and osa- novmiR5 found to involve in low light mediated signaling mechanisms in the tolerant and susceptible rice genotypes. Salient Findings (Epigenome-miRNA)
  • 35. Fig.: qRT-PCR data shows that osa-miR2102-3p up-regulated in susceptible genotypes, whereas down-regulated in tolerant genotypes. As osa-miR2102-3p has its target of chlorophyll a-b binding protein(CAB) involved in Light harvesting complex in photosynthesis process. CAB has higher expression in tolerant genotypes, indicating that this miR2102-3p play very important role in low light condition to regulate the tolerance/ susceptible mechanism. 0 1 2 3 SW PURNENDU VLDhan-209 GR-4 IR8 T1 T3 T5 FOLD CHANGE (TREATED / CONTROL) osa-MiR2102-3p
  • 36. Figure: qRT-PCR data shows that osa-miR2-NRRI lower expression in susceptible genotypes whereas upregulated in tolerant genotypes. As osa-miR2 has its target of myb-like DNA-binding domain containing protein involved in controlling various processes like responses to biotic and abiotic stresses, development, differentiation, metabolism and defense through regulation of transcription of genes. So it has indirect regulation in low light stress 0 5 10 15 20 25 30 35 40 45 50 SW PURNENDU VLDhan-209 GR-4 IR8 T1 T3 T5 FOLD CHANGE (TREATED / CONTROL) osa-miR2-NRRI=Novel in Oryza sativa
  • 37. DMR genes were selected for their validation(Vegetative stage) S No Gene id chromoso me Methylated Regions Gene name 1 OS04G0320100 4 exon,intron,utr3 7-hydroxymethyl chlorophyll a reductase, chloroplastic 2 OS09G0346500 9 promoter Chlorophyll a-b binding protein 1, chloroplastic 3 OS09G0346500 9 exon,utr3 Chlorophyll a-b binding protein 1, chloroplastic 4 OS09G0296800 9 intron Putative chlorophyll a/b-binding protein 5 OS08G0433350 8 promoter photosystem II reaction center protein I 6 OS08G0200300 8 promoter Putative photosystem II 10K protein 7 OS01G0246400 1 promoter Putative early light-induced protein 8 OS12G0512800 12 exon,intron,utr3 Cytochrome P450 71E1 9 OS11G0485200 11 exon,utr5,promoter E1-E2 ATPase family protein 10 OS05G0200100 5 promoter Thioredoxin-like 2, chloroplastic
  • 38. DMR genes were selected for their validation(reproductive stage) S No Gene id chromoso me Gene name 1 LOC_Os08g17980 8 PhotosystemIIP680, chlorophyll A apoprotein, putative, expressed 2 LOC_Os01g40710 1 Light inducible protein, putative, expressed 3 LOC_Os03g30400 3 Early light-induced protein, chloroplast precursor, putative, expressed 4 LOC_Os12g19381 12 Rubisco small chain subunit 5 LOC_Os02g18500 2 Chlorophyllase-2, chloroplast precursor, putative 6 LOC_Os10g26470 10 Sucrose transporter, putative, expressed 7 LOC_Os08g20660 8 Sucrose-phosphate synthase, putative, expressed 8 LOC_Os07g13880 7 Soluble starch synthase,2-3, chloroplast precursor, putative, expressed 9 LOC_Os01g52250 1 Starch synthase, putative, expressed 10 LOC_Os01g22954 1 Serine carboxypeptidase, putative, expressed
  • 39.  Differential methylation was observed in different genes related to photosynthesis and other pathways, and difference was found between tolerant and susceptible genotypes.  Decreased methylation regions are found in tolerant rice genotypes as compared susceptible genotypes under low light.  The number of decreased methylated regions leads to increased expression of genes suppressed due to methylation at particular site. Salient Findings (Epigenome-melthylation)
  • 40. Diagrammatic presentation of overall studies: Low light stress hv  Decreased methylation region was found more in tolerant rice genotypes as compared to susceptible genotypes and number of decreased Methylated regions leads to increased expression of gene suppressed due to methylation at particular site. Multiple sensors Maintained overall higher yield in tolerant rice genotypes  Higher expressions of the most of regulatory genes, phytochrome (PHY- A, PHY-B, and PHY-C), cryptochrome (CRY1 and CRY2), and phytochrome inhibitory factor (PIF1and PIF1-2) genes as compared to susceptible rice genotypes.  Changes occur in the genome-wide expression of different miRNAs which involve in the regulatory pathways to regulate genes or transcript expression during stress to cope up with it and maintained the photosynthetic and metabolites through enhanced the expression of positive regulators or suppression of the genes that have a role as negative regulators mediated through different miRNA expression.  Lower expressions of the most of regulatory genes phytochrome, cryptochrome and phytochrome inhibitory factor (PIF) genes as compared to tolerant rice genotypes. Changes occur in the genome-wide expression of different miRNAs which involve in the regulatory pathways to regulate genes or transcript expression during stress and unable to maintained the photosynthetic and metabolites pathway to cope up with stress through decreases the expression of positive regulators or increase of the genes that have a role as negative regulators mediated through different miRNA expression. Tolerant rice genotypes (SW, Purnendu and VLdhan 209) Susceptible rice genotypes (GR4 and IR8)  Increased methylation regions was found in sensitive rice genotypes as compared to tolerant rice genotypes. Decreased overall yield significantly in sensitive rice genotypes
  • 41. Conclusion  Low-light-tolerant genotypes showed larger foliage, greater chlorophyll content, and a lower a/b ratio, higher activities enzymes involved of photosynthesis and carbon metabolism, such as SBPase and Rubisco than susceptible genotypes. Few genes were found to regulate low-light tolerance, which are associated with the LHC and the Calvin cycle, and produce proteins implicated in light signalling, photosynthesis, and carbon metabolism. Tolerant genotypes maintains higher levels of expressions of the most of regulatory, phytochrome, cryptochrome and phytochrome inhibitory factor (PIF) genes as compared to susceptible genotypes under low light.
  • 42. Conclusion Tolerant genotypes maintains higher levels expression of genes related to the Starch biosynthesis pathway(grain quality) under low light as compared to normal light conditions. A few miRNAs were identified that play a pivotal role in modulating gene expression, contributing to susceptibility or tolerance to low-light stress.  Differential methylation was observed in different genes related to photosynthesis and other pathways, and differences were found between tolerant and susceptible cultivars. This information would be useful in improving rice production under low-light stress conditions, which prevail in India and Southeast Asian countries during the wet season.
  • 43. 1. Panda D, Dash GK, Mohanty S, Sekhar S, Roy A, Tudu C, Behera L, Tripathy BC, Baig MJ (2023). Phytochrome A mediated modulation of photosynthesis, development and yield in rice (Oryza sativa L.) in fluctuating light environment. Environmental and Experimental Botany 206: 105183. 2. Panda D, Mohanty S, Das S, Mishra B, Baig MJ, Behera L (2023). Light intensity– mediated auxin homeostasis in spikelets links carbohydrate metabolism enzymes with grain filling rate in rice. Protoplasma 260:1233–1251. 3. Sekhar S, Das S, Panda D, Mohanty S, Mishra B, Kumar A, Navadagi DB, Sah RP, Pradhan SK, Samantaray S, Baig MJ, Behera L, Mohapatra T (2022). Identification of microRNAs that Provide a Low Light Stress Tolerance-Mediated Signaling Pathway during Vegetative Growth in Rice. Plants 11: 2558. 4. Panda D,, Mohanty S, Das S, Sah RP, Kumar A, Behera L, Jaynul Baig MJ, Tripathy BC (2022). The role of phytochrome-mediated gibberellic acid signaling in the modulation of seed germination under low light stress in rice (O. sativa L.). Physiology and Molecular Biology of Plants 28(3):585–605. 5. Kumar A, Panda D, Mohanty S, Biswal M, Dey P, Dash M, Sah RP, Kumar S, Baig MJ, Behera L (2020). Role of sedoheptulose-1,7 bisphosphatase in low light tolerance of rice (Oryza sativa L.). Physiology and Molecular Biology of Plants 26(12):2465-2485. List of Publications
  • 44. 6. Panda D, Biswal M, Mohanty S, Dey P, Swain A, Behera D, Baig MJ, Kumar A, Sah RP, Tripathy BC, Behera L (2020). Contribution of phytochromeA in the regulation of sink capacity, starch biosynthesis, grain quality, grain yield and related traits in rice. Plant Archives 20(1): 1179-1194. 7. Sekhar S, Panda D, Kumar J, et al. (2019). Comparative transcriptome profiling of low light tolerant and sensitive rice varieties induced by low light stress at active tillering stage. Scientific Reports 9:5753. 8. Panda D, Biswal M, Behera L, Baig MJ, Dey P, Nayak L, Sharma S, Samantray S, Ngangkham U, Kumar A(2019). ). Impact of low light stress on physiological, biochemical and agronomic attributes of rice. Journal of Pharmacognosy and Phytochemistry 8(1) 1814-1821 9. Kumar A, Panda D, Biswal M, Dey P, Behera L, Baig MJ, Nayak L, Ngangkham U, Sharma SG (2018). Low light stress influences resistance starch content and glycemic index of rice (O. sativa L.). Starch, doi: 10.1002/star.201800216. List of Publications
  • 45. Acknowledgements 1. ICAR, New Delhi 2. Sec., DARE, DG, ICAR 3. DDG, ICAR 4. ADG, ICAR 5. Directors, ICAR-NRRI, Cuttack 7. PIs, Co-PIs and students

Editor's Notes

  1. Photosynthesis is a multi-layered process . Imbalanced excitation of PSI and PSII. CP12 protein , Rca activation . Rca over expression can solve the problem. Stop and go traffic