Growth response of germplasm lines
The germplasm lines showed significant differences among all growth traits studied, both under control and at 50% moisture stress (Table 1). The germplasm line MD-O58 recorded the maximum plant height of 132.41cm and 120.44 cm at field capacity and 50% moisture stress, respectively, followed by MD-013 (109.96 and 99.50 cm), MD-111 (103.85 and 93.90 cm), S-268 (102.86 and 93.80 cm), and S-262 (96.67 and 87.86 cm), and the least was recorded in the germplasm line S-159 (45.56 and 41.00 cm). The total leaf area and number of leaves varied significantly (Table 1), with MD-058 showing the highest total leaf area (2645.38 and 2518.41 cm2) as well as the total number of leaves (536.37 and 494.00), while the lowest leaf area (1227.32 and 1162.46 cm2) and leaf number (313.20 and 196.02) were recorded in line S-159. The specific leaf area (SLA) varied significantly, with values ranging from 205.10 g cm− 2 to the highest of 231.18 g cm− 2 (in the lines S-159 and MD-013, respectively) under field capacity, and 173.80 g cm− 2 and 206.17 g cm− 2 (in S-159 and MD-058, respectively) under 50% moisture stress conditions.
Table 1
Growth attributes of germplasm lines grown at field capacity (FC) and 50% of moisture stress
|
Melia dubia Accession lines
|
Plant height
(cm)
|
Total No. of leaves
|
Total leaf area (cm2)
|
SLA
(g/ cm2)
|
Root Volume
|
Root: Shoot
|
Total dry matter (g)
|
|
FC
|
50% Stress
|
FC
|
50% Stress
|
FC
|
50% Stress
|
FC
|
50% Stress
|
FC
|
50% Stress
|
FC
|
50%
Stress
|
FC
|
50% Stress
|
|
MD-058
|
132.41
|
120.44
|
536.37
|
494.00
|
2645.38
|
2518.41
|
227.76
|
189.91
|
119.22
|
108.80
|
0.31
|
0.48
|
133.59
|
129.94
|
|
MD-013
|
109.96
|
99.50
|
521.15
|
443.00
|
2272.51
|
2165.73
|
237.56
|
206.17
|
111.53
|
105.40
|
0.37
|
0.50
|
130.20
|
123.79
|
|
MD-111
|
103.85
|
93.90
|
482.56
|
438.20
|
2191.18
|
2048.64
|
231.18
|
190.22
|
109.81
|
104.00
|
0.39
|
0.46
|
117.54
|
111.01
|
|
S-268
|
102.86
|
93.80
|
495.78
|
464.00
|
2092.71
|
1906.43
|
236.61
|
200.14
|
101.64
|
95.80
|
0.37
|
0.47
|
109.30
|
104.10
|
|
S-262
|
96.67
|
87.76
|
502.11
|
428.40
|
1982.36
|
1884.99
|
232.85
|
201.91
|
91.45
|
84.20
|
0.38
|
0.50
|
103.87
|
99.26
|
|
MD-117
|
95.32
|
87.60
|
482.48
|
445.80
|
1792.71
|
1614.38
|
213.91
|
177.56
|
89.16
|
82.40
|
0.47
|
0.64
|
96.67
|
91.10
|
|
MD-115
|
82.42
|
75.60
|
443.40
|
422.62
|
1586.59
|
1411.87
|
206.85
|
174.85
|
79.58
|
73.00
|
0.48
|
0.71
|
93.60
|
86.21
|
|
S-270
|
78.89
|
72.60
|
388.67
|
370.60
|
1512.32
|
1411.09
|
209.19
|
187.17
|
68.42
|
59.80
|
0.47
|
0.66
|
87.24
|
80.60
|
|
S-069
|
58.49
|
53.33
|
353.43
|
350.00
|
1236.89
|
1187.17
|
207.45
|
174.74
|
87.08
|
84.03
|
0.43
|
0.61
|
79.20
|
76.30
|
|
S-159
|
45.56
|
41.00
|
313.20
|
196.02
|
1227.32
|
1162.46
|
205.10
|
173.80
|
58.25
|
50.20
|
0.42
|
0.63
|
59.49
|
55.39
|
|
CD @5%
|
15.16
|
13.15
|
146.00
|
151.19
|
526.14
|
514.58
|
13.10
|
16.43
|
35.72
|
34.14
|
NS
|
0.16
|
29.96
|
30.18
|
|
SE(m)
|
5.92
|
4.58
|
50.89
|
52.70
|
182.32
|
179.37
|
4.41
|
5.53
|
12.86
|
11.90
|
0.05
|
0.05
|
10.44
|
10.52
|
Root volume of the germplasm lines varied significantly, with the germplasm line MD-058 (119.22 and 108.80 cm3) recording the highest, followed by MD-013 (111.53 and 105.40 cm3), MD-111 (109.81 and 104.00 cm3), and S-69 (107.08 and 103.40 cm3). At both moisture regimes, S-159 had the lowest root volume (58.25 and 50.20 cm3). The root-to-shoot ratio varied significantly from 0.31 to 0.71 in MD-058 to 0.51 to 0.71in MD-115. Four out of five germplasm lines that recorded the highest biomass showed the lowest root-to-shoot ratios; similarly, four out of five lines that recorded lower biomass showed higher root-to-shoot ratios (Table 1). The total dry matter (TDM) of the plant varied significantly among the germplasm lines (Table 1). MD-058 had the highest dry matter at both moisture regimes (133.59 and 129.94 g plant− 1), followed by MD-013 (130.20 and 123.79 g plant− 1), and MD-111 (117.54 and 111.01 g plant− 1), with S-159 having the lowest (59.49 and 55.39 g plant− 1). The growth trends of ten selected germplasm lines were identical to those found in field circumstances.
The leaf is considered to be the most active plant part through which soil, plant, and environment interact (Lawson and Blatt 2014; Lopez et al. 1994) in co-ordinating energy, CO2, and moisture (Atwell et al. 1999; Tuzet et al. 2003). Therefore, the leaf's role is considered critical in growth regulation (Warren and Adams 2000), especially under moisture stress conditions (Craufurd et al. 1993). The germplasm lines that recorded higher leaf area (for example, MD-058, MD-013, and MD-111) have also recorded higher growth, while the opposite is true in lines (S-159 and S-69) with poor growth (Table 1). More leaves in germplasm lines with higher growth are possible because of their higher plant height, which not only accommodates more leaves but also provides the necessary sink to utilize the assimilated carbon (Smith et al. 2018). The germplasm lines with the highest growth have also recorded higher SLA, indicating higher leaf thickness. With an increase in leaf thickness, the efficiency of carboxylation and photochemical reactions during photosynthesis are reported to increase (Evans and Poorter, 2001); therefore, photosynthesis increases. Such a response is observed in the germplasm lines with the highest growth, even under moisture-stress conditions. They recorded higher photosynthetic rates, and the saturation of photosynthesis was found to occur at higher light intensities (Fig. 3). Therefore, the germplasm lines that performed best at 50% moisture stress in this study, which are the same lines that showed similar performance under field conditions after four years of growth, can be considered as drought tolerant. And this can be attributed to their photosynthetic ability under moisture stress.
Apart from the leaf, the other most important morphological plant trait is the root system, which is crucial in sustaining growth under moisture stress. Apart from maintaining tissue water status, roots are also critical for maintaining the turgidity of cells, especially the guard cells that regulate the stomatal movement (Buckley 2019) which is critical in photosynthesis and transpiration. The partition of total biomass towards root growth in a plant depends on the growing conditions (Davies et al. 2011) and on the species (Luo et al. 2020; Eziz et al. 2017), according to the theory of optimum resource allocation (West et al. 1997). Among the germplasm lines, those with better growth allocate more biomass towards root growth (MD-058, MD-013, and MD-111) compared to poor-performing lines. This is evident from the root-shoot ratios of the germplasm lines (Table 1). Root volume also showed a similar trend among the germplasm lines. These trends suggest that resource generation and its utilization efficiency increase the “fitness” of plants and help to cope with moisture stress (Zhao et al. 2020; Wullschleger 1993). This type of adaptive response has already been reported in other species (Attia et al. 2015; McDowell et al. 2008) and has been found helpful in overcoming carbon starvation in situations where the drought is not intense enough to cause hydraulic failure but severe enough to drain the reserve carbon (Attia et al. 2015; McDowell et al. 2008). One of the many approaches to enduring moisture stress is to optimize resource generation and efficient utilization.
Photosynthesis response
The germplasm lines showed significant variations in carbon assimilation at two moisture regimes when measured using the gas exchange method (Table 2). MD-058 (18.17 µmole m− 2s− 1) and MD-013 (17.03 µmole m− 2s− 1) recorded the highest assimilation rate when the soil moisture was at field capacity and decreased by about 20.23 and 28.20%, respectively, when soil moisture was reduced by 50%. These two germplasm lines showed the least reduction in photosynthesis when exposed to moisture stress. In general, the reduction due to moisture stress is relatively less among the best-performing lines compared to poor growth lines (Table 1). For instance, the lines S-159 recorded the lowest photosynthesis (12.20 µmol CO2 m− 2s− 1), and the reduction due to stress was 50.25%. Five germplasm lines selected as poor performers from their four years of field growth have recorded lower carbon assimilation rates (Table 2). The cumulative carbon assimilation rates among the germplasm lines revealed similar trends when measured using the stable carbon isotope (Δ13C) method. The germplasm line MD-058 (20.57‰) recorded the maximum Δ13C value, while S-270, S-69, and S-159 (Table 2) recorded the lowest. Similarly, NAR, which is again an indicator of cumulative carbon assimilation rate based on actual biomass production, also showed similar trends of carbon assimilation as well as growth (Table 2). The carbon assimilation rates showed similar trends in all three methods. Interestingly, the germplasm lines showed a strong positive relationship between carbon assimilation rates and biomass (Fig. 1). In all germplasm lines, photosynthesis saturation occurred between 1000 and 1500 µmol m− 2 s− 1 (Fig. 2), excepting S-159, S-270, and MD-117, in which it occurred around 1000 µmol m− 2 s− 1. The difference between the two moisture regimes among all the germplasm lines at all the light intensities did not differ much; however, the maximum photosynthetic rates among the germplasm lines varied. Among the best-performing germplasm lines (MD-058, MD-013, and MD-111), photosynthesis ranged between 18–20 µmol CO2 m− 2 s− 1 at FC, while in S-270, S-69, and S-159, which are the poor performing lines, the assimilation rates were in the range of 10–13 µmol CO2 m− 2 s− 1. The assimilation rates decreased in all the lines at 50% moisture stress (Table 2). The CO2 response curves also showed similar trends (Fig. 3).
Table 2
Photosynthesis response of germplasm lines grown at field capacity (FC) and at 50% moisture stress. Values given in the parenthesis is the percent difference at 50% moisture stress over FC.
|
Melia dubia Accession lines
|
A
(µmol CO2 m− 2 s− 1)
|
Δ13C
(‰)
|
NAR
(mg/cm2/d)
|
|
FC
|
50% stress
|
FC
|
50% stress
|
FC
|
50% stress
|
|
MD-058
|
18.17
|
14.47
(20.23)
|
20.57
|
20.26
(1.50)
|
0.23
|
0.16
(30.43)
|
|
MD-013
|
16.53
|
11.97
(28.20)
|
20.31
|
20.02
(1.43)
|
0.19
|
0.14
(30.43)
|
|
MD-111
|
17.03
|
12.90
(24.26)
|
19.99
|
19.53
(2.30)
|
0.18
|
0.13
(27.77)
|
|
S-268
|
15.83
|
10.00
(36.83)
|
19.94
|
19.63
(1.55)
|
0.17
|
0.13
(23.52)
|
|
S-262
|
15.80
|
9.87
(62.46)
|
19.45
|
18.42
(5.29)
|
0.17
|
0.12
(29.41)
|
|
MD-117
|
15.63
|
9.53
(39.00)
|
20.25
|
19.07
(5.82)
|
0.16
|
0.10
(37.50)
|
|
MD-115
|
15.50
|
9.33
(39.81)
|
19.66
|
18.85
(4.12)
|
0.15
|
0.10
(33.33)
|
|
S-270
|
15.47
|
8.13
(47.45)
|
19.09
|
18.59
(2.61)
|
0.14
|
0.09
(35.71)
|
|
S-69
|
14.60
|
8.03
(45.00)
|
19.32
|
18.69
(3.26)
|
0.11
|
0.07
(36.36)
|
|
S-159
|
12.20
|
6.07
(50.25)
|
19.16
|
18.26
(4.69)
|
0.10
|
0.07
(30.0)
|
|
CD @5%
|
3.12
|
0.95
|
NS
|
0.62
|
0.04
|
0.04
|
|
SE(m)
|
1.05
|
0.32
|
0.49
|
0.21
|
0.01
|
0.02
|
The germplasm lines (MD-058, MD-111, and MD-013) with higher total dry matter (Table 1) also show higher photosynthesis at FC and moisture stress (Table 2). Under moisture stress conditions, the photosynthetic rates in these germplasm lines are as high as those of the germplasm lines S-159, S-69, and S-270 (which recorded the lowest growth rates) at FC. Since photosynthesis is the only physiological process that produces the substrate necessary for growth, enhancing this process, even in small proportions, is shown to profoundly help plant growth (Zhu et al. 2007), especially under moisture-stress conditions. The above results suggest that plants tend to increase their fitness to endure drought by maintaining higher carbon assimilation rates under moisture stress. The carbon assimilated is not only useful for growth but also for regulating the osmotic potential of the cells (Wang and Stutte 1992), osmotic homeostasis, stabilization of membranes, protein synthesis, and gene expression, as well as for carbohydrate and lipid metabolism (Rosa et al. 2009; Hoekstra et al. 2001). Hence, sustaining photosynthesis, even marginally, can substantially contribute to enduring moisture stress (Attia et al. 2015).
The transpiration rate in terms of CWT at two moisture levels among the germplasm lines was significantly different (Table 3). It was highest in MD-058 (14.49 lt plant− 1), followed by MD-013 (13.77 lt plant− 1) and MD-111 (13.59 lt plant− 1), while it was least in S-159 (11.50 lt plant− 1). The germplasm line MD-058 that recorded the highest transpiration rate when soil moisture was at field capacity showed the least reduction (19.52%) when exposed to 50% moisture stress, while the highest reduction of 38.96% was noticed in S-159 at 50% stress, which recorded the lowest CWT (7.02 lts plant− 1) at field capacity. The daily transpiration rates (MTR lt plant− 1) also showed similar trends. The drought susceptibility index was lowest in MD-058 (7.11%) and MD-013 (7.31%), while it was highest in S-159 (15.68%). The germplasm lines with higher carbon assimilation rates and growth rates (MD-058, MD-111, and MD-013) also show higher stomatal conductance and transpiration (Table 3). They also displayed a higher root volume (Table 1), suggesting that the moisture needed to maintain the higher transpiration loss is being augmented by roots through deeper mining of the soil. These germplasm lines have also shown better drought tolerance, which is evident from the lower drought susceptibility index (Table 3). Higher stomatal conductance is indispensable for maintaining higher photosynthetic rates (Farquhar 1982; Farquhar and Richards 1984; Farquhar et al. 1989). Most plant species are to maintain a steady leaf water potential (thereby stomatal conductance and transpiration) irrespective of soil moisture status, which is referred to as isohydric stomatal response (Sade et al. 2012). However, some plants and plant species maintain higher leaf water potential and thereby higher stomatal conductance despite decreasing soil moisture, which is referred to as anisohydric stomatal behaviour (Sade et al. 2012; Sala et al. 2010; McDowell et al. 2008; Martínez-Vilalta & Garcia-Forner 2017; Franks et al. 2007). Plants with anisohydric stomatal responses have also demonstrated higher photosynthetic rates and drought tolerance (Sade et al. 2012). Therefore, it may not be too hypothetical to believe that the M. dubia germplasm lines that grow better at 50% moisture have anisohydric stomatal behaviour. Such stomatal behaviour is reported among individual plants within a species (Sade et al. 2012) and in M. dubia (Tolia et al. 2019).
Table 3
Transpiration rates in terms of cumulative water transpired (CWT) of germplasm lines grown at FC and 50% moisture stress. Values indicated in the parenthesis are the percent difference at 50% moisture stress over FC.
|
M. dubia Accession lines
|
Stomatal Conductance
(Gs) (mmol H2O m− 2 s− 1)
|
CWT (lts/plant)
|
MTR (lts plant− 1)
|
Drought Susceptibility index (%)
|
|
FC
|
50% stress
|
FC
|
50% stress
|
FC
|
50%stress
|
|
MD-058
|
361.00
|
190.00
(20.36)
|
14.49
|
11.66
(19.53)
|
0.35
|
0.28
(20.00)
|
7.11
|
|
MD-013
|
320.00
|
157.00
(28.19)
|
13.77
|
10.80
(24.83)
|
0.33
|
0.26
(21.21)
|
7.31
|
|
MD-111
|
359.67
|
159.67
(24.25)
|
13.59
|
10.35
(23.84)
|
0.33
|
0.25
(24.42)
|
9.83
|
|
S-268
|
313.67
|
156.33
(36.83)
|
12.00
|
8.72
(27.33)
|
0.29
|
0.21
(27.58)
|
9.39
|
|
S-262
|
310.67
|
131.67
(37.53)
|
12.27
|
8.83
(28.03)
|
0.29
|
0.21
(27.58)
|
8.95
|
|
MD-117
|
306.00
|
99.33
(39.03)
|
12.45
|
8.51
(31.64)
|
0.30
|
0.20
(33.33)
|
10.02
|
|
MD-115
|
300.00
|
92.00
(39.81)
|
13.09
|
8.40
(35.82)
|
0.32
|
0.20
(37.50)
|
10.20
|
|
S-270
|
245.67
|
92.00
(47.45)
|
13.49
|
8.60
(36.24)
|
0.32
|
0.20
(37.50)
|
12.91
|
|
S-69
|
233.33
|
85.33
(45.00)
|
12.35
|
7.77
(58.94)
|
0.32
|
0.18
(43.75)
|
13.71
|
|
S-159
|
204.33
|
70.00
(50.25)
|
11.50
|
7.02
(38.95)
|
0.28
|
0.17
(39.28)
|
15.68
|
|
CD @5%
|
14.74
|
14.32
|
0.98
|
1.68
|
0.028
|
0.043
|
1.18
|
|
SE(m)
|
4.96
|
4.82
|
0.33
|
0.56
|
0.009
|
0.014
|
0.40
|
The stomatal conductance was highest in MD-058 under both moisture regimes (361 and 290 mmol H2O m− 2 s− 1), while it was lowest in S-159 (204.33 and 170 mmol H2O m− 2 s− 1). The germplasm lines with a higher transpiration rate also showed higher stomatal conductance (Table 3) and photosynthetic rate. A strong relationship between the stomatal conductance, the photosynthetic rate, and transpiration is noticed at both moisture regimes. The above results are subject to further scrutiny using the stable carbon isotope discrimination approach (Table 2). This approach is considered a more reliable surrogate for stomatal behaviour on a cumulative scale (Farquhar, 1982). Due to moisture stress, stomatal conductance decreases, as does CO2 diffusion. With an increase in stomatal resistance, the proportion of the 13C isotope will increase compared to the 12C isotope because it is heavier than 12C (Griffiths 1993). Such discrimination against 13C also occurs during the entire process of carbon fixation (dissolution and carboxylation processes). However, the discrimination between 13C and 12C decreases under stress because of the lower substrate availability (CO2). As a result, the proportion of 13C increases in the carbon assimilated during stress. In other words, the ratio of Δ13C/Δ12C values in the biomass increases in plants under moisture stress. Thus, the lower differences in Δ13C/Δ12C between the stressed and unstressed plants among the better-performing germplasm lines also recorded higher growth, suggesting higher stomatal conductance under moisture stress (Table 2).
The WUE varied considerably among the germplasm lines under both moisture regimes. Germplasm line MD-058 recorded the highest water use efficiency (0.059 g l− 1 day− 1 and 0.042 g l− 1 day− 1) at FC and at 50% moisture stress, respectively (Table 4), while it was lowest in S-159 at FC (0.024 g l− 1 day− 1) as well as at 50% less than FC (0.015g l− 1 day− 1). The germplasm lines that recorded higher WUE also recorded the highest biomass, and vice versa (Table 1). Light and carbon dioxide are two critical environmental factors that directly influence the process of photosynthesis, as elucidated by the light and CO2 response curves (Figs. 2 and 3). The carbon assimilation rate at saturating light intensities is considered to be a reflection of chloroplast capacity for carbon assimilation. A lesser reduction in the initial slope of the light response curves of MD-058, MD-013, and MD-111 (Fig. 2) under moisture stress is an indication of better quantum efficiency (Farquhar and Richards 1984), while higher initial slopes of CO2 response curves (Fig. 3) are an indication of chloroplast efficiency to utilize incident light in the carboxylation process (Terashima et al. 2005). Thus, higher carbon assimilation rates in these lines under moisture-stress conditions are clearly evident from the results. The light saturation of photosynthesis around 1500–1750 µmol m− 2s− 1 in all the lines indicates higher light use efficiency in M. dubia, which is a tropical, sun-loving tree species. The higher photosynthetic rates in general of M. dubia observed indicate the higher carbon assimilation capability of this species and hence its growth.
Table 4
Water use efficiency (WUE) of germplasm lines grown at FC and 50% moisture stress. Values in the parenthesis are percentile difference at 50% moisture stress over FC.
|
M. dubia Accession lines
|
WUE (g L− 1 day− 1)
|
|
FC
|
50% moisture stress
|
|
MD-058
|
0.059
|
0.042 (28.81)
|
|
MD-013
|
0.049
|
0.038 (22.44)
|
|
MD-111
|
0.054
|
0.034 (37.03)
|
|
S-268
|
0.043
|
0.035 (18.60)
|
|
S-262
|
0.048
|
0.029 (39.58)
|
|
MD-117
|
0.039
|
0.024 (38.46)
|
|
MD-115
|
0.037
|
0.023 (37.83)
|
|
S-270
|
0.039
|
0.023 (37.83)
|
|
S-69
|
0.033
|
0.023 (30.30)
|
|
S-159
|
0.024
|
0.015 (37.50)
|
|
CD @5%
|
0.012
|
0.006
|
|
SE(m)
|
0.004
|
0.002
|