Genetic diversity among 29 B. tabaci population using RAPD primers (1st tier)
Rapd Marker Polymorphism
The genetic variability of 29 populations of B. tabaci was explored using 11 RAPD primers, which were amplified with polymorphism percentage range of 90.00 to 100.00, yielding a total of 110 bands which varied from seven (OPA-15) to 14 (F12). The mean number of total bands and polymorphic bands per primer were 10.00 and 9.09 respectively. Higher PIC (0.81) in F2 and higher EMR, MI and RP (14.00, 10.42, 8.07) in F12 primer revealed greater informativeness and low EMR, RP (7.00, 2.82) in OPA-15; low PIC, MI (0.49, 4.45) in OPA-5 revealed its lower informativeness in checking variability of B. tabaci populations (Table 2). Among all the primers OPA 11 was found to be potential genetic marker which had one monomorphic band with 90.00 per cent polymorphism, because if no monomorphic bands were found then that population would be deliberated as a distinct species (Maurya et al., 2020). Quieroz et al. (2017) recorded more than 70 per cent polymorphism in OPA-05 (70.0), OPA-10 (77.9), OPA-11 (73.8), OPA-13 (77.3), OPA-15 (70.8) and these observations are quite consistent with our findings. Likewise, Hameed et al., 2012; Hopkinson et al., 2020 have used RAPD primers for identifying polymorphism among B. tabaci populations.
Table 2
Details on amplification of RAPD region in genomic DNA of 29 B. tabaci populations
Sl. No
|
Primers
|
T(oC)
|
TB
|
PB
|
MB
|
PPB (%)
|
PIC
|
EMR
|
MI
|
RP
|
1
|
OPA-02
|
37.3
|
12
|
12
|
00
|
100.00
|
0.63
|
12.0
|
7.61
|
5.86
|
2
|
OPA-04
|
37.3
|
09
|
09
|
00
|
100.00
|
0.67
|
09.0
|
6.06
|
5.79
|
3
|
OPA-05
|
37.3
|
09
|
09
|
00
|
100.00
|
0.49
|
09.0
|
4.45
|
4.62
|
4
|
OPA-10
|
37.3
|
09
|
09
|
00
|
100.00
|
0.50
|
09.0
|
4.52
|
4.90
|
5
|
OPA-11
|
37.3
|
10
|
09
|
01
|
90.00
|
0.61
|
08.1
|
4.93
|
3.69
|
6
|
OPA-13
|
37.3
|
11
|
11
|
00
|
100.00
|
0.72
|
11.0
|
7.87
|
5.02
|
7
|
OPA-15
|
37.3
|
07
|
07
|
00
|
100.00
|
0.69
|
07.0
|
4.89
|
2.82
|
8
|
OPA-20
|
37.3
|
09
|
09
|
00
|
100.00
|
0.61
|
09.0
|
5.41
|
5.59
|
9
|
OPR-07
|
37.3
|
09
|
09
|
00
|
100.00
|
0.81
|
09.0
|
7.28
|
4.61
|
10
|
F2
|
37.3
|
11
|
11
|
00
|
100.00
|
0.82
|
11.0
|
9.02
|
4.75
|
11
|
F12
|
37.3
|
14
|
14
|
00
|
100.00
|
0.74
|
14.0
|
10.42
|
8.07
|
|
Total
|
-
|
110
|
109
|
-
|
-
|
-
|
-
|
-
|
-
|
|
Mean
|
-
|
10.0
|
9.09
|
-
|
-
|
0.663
|
108.1
|
6.586
|
5.06
|
Note: T (oC): Annealing temperature, TB: Total Band, PB: Polymorphic Band, MB: Monomorphic Band, PPB (%): Percentage of Polymorphic Band, PIC: Polymorphism Information Content, EMR: Effective Multiplex Ratio, MI: Marker Index, RP: Resolving Power |
Upgma Clustering And Dendrogram
An UPGMA dendrogram based on dissimilarity coefficient was constructed for the 29 populations studied. Ten clusters were noticeable in which interlocation: Madhurapur and Mirapur are most closely related sharing a dissimilarity percentage of 30.0 (cluster I) and Bapatla was found to share higher dissimilarity of 46.0 percentage (cluster IV). Whereas in interhost: okra and dolichos bean are most closely related sharing a dissimilarity percentage of 36.0 (cluster VI) and common Jasmine was found to share higher dissimilarity of 57.0 percentage (cluster X). The cluster I contained interlocation viz., Madhurapur, Mandai Dih, Mirapur, Dhrubgama, Jhakra and Kothia belonging to Northern Bihar (Fig. 2). Similarly, cluster II enclosed Charuipar, Faridpur and Dariapur belonging to Southern Bihar. This result demonstrates that populations were differentiated based on their geographical locations. Potato and tomato (cluster V) belonging to the same family, Solanaceae shared a less dissimilarity percentage of 37.0. The interlocation populations were less diverged than the interhost populations because they were mostly collected from the same host, Brinjal. Similar pattern of differentiation studies were conducted using RAPD primers in Bemisia tabaci, Myzus persicae, Helicoverpa armigera, Leucinodes orbonalis (De Barro & Driver, 1997; Zitoudi et al., 2001; Lopes et al., 2017; Murali et al., 2021).
Genetic diversity among 29 B. tabaci population using SSR primers (1st tier)
Ssr Marker Polymorphism
The genetic variability of 29 populations of B. tabaci was studied using nine SSR primers which amplified with 100 per cent polymorphism, yielding a total of 60 bands which varied from four (Btls1-6) to nine bands (Btls-2, Bta1). The mean number of total bands and polymorphic bands per primer were 6.66. Higher PIC, EMR, MI and RP (0.878, 9.0, 7.902, 5. 79 respectively) in Btls1-2 revealed the greater informativeness and low PIC (0.664) in Bta 1, EMR and MI (4.00; 3.196) in Btls 1–6 and RP (1.238) in Bta 11 revealed less informativeness in checking variability of B. tabaci populations (Table 3). Similarly, De Barro et al. (2003); Simón et al. (2007); Gauthier et al. (2008); Ben Abdelkrim et al. (2017) used these primers for identifying variability among B. tabaci populations. Contrarily, Valle et al. (2012) observed lowest per cent polymorphism in Bta11 primer, which showed 100 per cent in our study.
Table 3
Details on amplification of SSR region in genomic DNA of 29 B. tabaci populations
Sl. No
|
Primers
|
T(oC)
|
TB
|
PB
|
MB
|
PPB (%)
|
PIC
|
EMR
|
MI
|
RP
|
1
|
Btls1-2
|
50.0
|
09
|
09
|
00
|
100.00
|
0.88
|
09
|
7.90
|
5.79
|
2
|
Btls1-6
|
50.0
|
04
|
04
|
00
|
100.00
|
0.79
|
04
|
3.19
|
1.38
|
3
|
Bta1
|
51.0
|
09
|
09
|
00
|
100.00
|
0.66
|
09
|
5.98
|
4.38
|
4
|
Bta4
|
51.0
|
06
|
06
|
00
|
100.00
|
0.69
|
06
|
4.19
|
3.45
|
5
|
Bta11
|
50.0
|
05
|
05
|
00
|
100.00
|
0.82
|
05
|
4.08
|
1.24
|
6
|
Bta12
|
51.0
|
06
|
06
|
00
|
100.00
|
0.68
|
06
|
4.11
|
3.73
|
7
|
BEM 12
|
53.0
|
06
|
06
|
00
|
100.00
|
0.84
|
06
|
5.03
|
2.27
|
8
|
BEM 23
|
53.0
|
07
|
07
|
00
|
100.00
|
0.84
|
07
|
5.91
|
1.58
|
9
|
BEM 37
|
51.0
|
08
|
08
|
00
|
100.00
|
0.86
|
08
|
6.86
|
4.41
|
|
Total
|
-
|
60
|
60
|
-
|
-
|
-
|
-
|
-
|
-
|
|
Mean
|
-
|
6.66
|
6.66
|
-
|
-
|
0.79
|
6.66
|
5.25
|
3.13
|
Note: T (oC): Annealing temperature, TB: Total Band, PB: Polymorphic Band, MB: Monomorphic Band, PPB (%): Percentage of Polymorphic Band, PIC: Polymorphism Information Content, EMR: Effective Multiplex Ratio, MI: Marker Index, RP: Resolving Power |
Upgma Clustering And Dendrogram
An UPGMA dendrogram was constructed based on the dissimilarity coefficient of 29 populations studied. Ten clusters were noticeable in which interlocation: Alipur Bihta, Dhrubgama and Mirapur (cluster V) are the most closely related sharing a dissimilarity percentage of 30.0 and Pusa was found to share higher dissimilarity of 42.0 percentage (cluster VIII). Whereas in interhost: cucumber and potato (cluster I) are the most closely related sharing a dissimilarity percentage of 38.0 and common jasmine was the most divergent sharing higher dissimilarity percentage of 56.0 (Fig. 3). According to Fakrudin et al., 2004, this increased genetic variability might aid species in evolving and adapting to new environment more quickly. The lower dissimilarity observed between B. tabaci populations (interlocation) can be enlightened by the certainty that they were all collected from the same host (Brinjal), whereas the higher dissimilarity observed among B. tabaci populations (interhost) could be due to their collection from different hosts. Similar pattern of differentiation studies were conducted using SSR primers in case of Bemisia tabaci, Helicoverpa armigera, Sesamia inferens (Valle et al., 2012; Reetha and Mohan, 2018; Reddy et al., 2022).
Genetic diversity among B. tabaci population using mtCOI (2nd tier)
All the individual B. tabaci populations collected from interlocation and interhost of Bihar (Check- Bapatla and Tadikonda) produced an amplicon of 850 bp mtCOI region in PCR using C1-J-2195 and TL2-N-3014 primers (Supplementary 1). The final sequences were terminally trimmed to 657 bp. The phylogenetic tree was built based on maximum composite likelihood approach and Hasegawa- Kishino-Yano with Gamma distribution model using 29 mtCOI sequences of B. tabaci populations from Bihar, 44 reference sequences and B. atriplex, B. afer and T. vaparorium as the outgroups (Fig. 4) (Supplementary 2). It was noted that four cryptic species (out of 44 cryptic species) were found to cluster with 29 B. tabaci populations (Fig. 5). The sequences of B. tabaci from Pusa, Bapatla, Dariapur, Charuipar, Faridpur, Mirapur, Jhakra, Mandai Dih, okra, dolichos bean, pointed gourd, tomato, Dhrubgama, Alipur Bihta, Madhurapur, potato, Mexican marigold, cucumber, Kothia, French bean, Indian jujube, congress grass, white fig, cluster fig, common jasmine clustered with the cryptic species Asia I. The Asia I cryptic species was the most common, accounting for 25 of the 29 (86.20 per cent) populations sequenced, implying that Asia I has a greater potential to expand and adapt in Bihar. Similarly, Roopa et al. (2015) sequenced the 71 samples of B. tabaci, and found Asia I cryptic species to be the most predominant accounting for 44 out of the 71 (61.97 per cent), which is quite similar to our findings. Whereas, white fig and cluster fig clustered together, belong to the same genus (Ficus) and family (Moraceae). The remaining four populations, such as barberton daisy, black nightshade, Chinese hibiscus and Tadikonda clustered with the China-3, Asia II 1, Asia II 7 and Asia II 7 cryptic species respectively (Fig. 4). Among these four cryptic species, Asia II 7 and China 3 were reported for the first time in Bihar region in comparision with the previous data (Misra and Lambda, 1929; Chowda-Reddy et al., 2012; Roopa et al., 2015; Rangaswamy et al., 2019). Similarly, Roopa et al. (2015) found Asia II 7 cryptic species on hibiscus host, which supports our findings. In contrast with our study Chowda-Reddy et al. (2012) reported that Asia II 7 cryptic species was found mostly in Southern and Western India. The China 3, which is native to China and the island of Hainan (Hu et al., 2011), has also been found in the Birbhum region of West Bengal, India (Ellango et al., 2015). Climate change, overall international transportation of agricultural products, intensive pest control tactics and also with additional help from their unique bacterial endosymbionts could be the most likely causes of the emergence of these new cryptic species.
Multiple Sequence Alignment
Multiple alignment of nucleotide sequences of 29 B. tabaci samples revealed 305 fully conserved residues (Supplementary 5) and 105 Single Nucleotide Polymorphisms (SNPs). Likewise, in multiple alignment of amino acid sequences 75 fully conserved residues, 46 conserved residues and 23 semi conserved residues were obtained (Supplementary 6). This higher number of nucleotide similarity indicates that they evolved from a common origin and also SNPs can be used for differentiating the haplotypes. Similarly, Wosula et al. (2017); Kunz et al. (2019) found 7453 SNPs and 125 conserved amino acid residues with amplification of 657 bp region of mtCOI gene of B. tabaci.
Pair Wise Genetic Distance
The pair wise genetic distance of B. tabaci populations ranged from 0.00 to 0.47 (Supplementary 4) with an over mean distance of 0.08. Similarly, Dinsdale et al. (2010) reported zero to 34 per cent genetic distance among 198 B. tabaci species.
Patterns of nucleotide substitution in B. tabaci mtCOI gene
An important characteristic of nucleic acid is their nucleotide composition. From the analysis it was found that the average largest number of nucleotide base was thiamine (T) (43.37 per cent). On the other hand, lowest number of nucleotide base was guanine (G) (19.00 per cent). Similarly, Roopa et al. (2015) observed B. tabaci nucleotide frequencies as highest in thiamine (43.10 per cent) and lowest in guanine (13.22 per cent). The base composition of the mtCOI gene fragment was biased towards Adenine (A) and Thymine (T) with an overall 67.54 per cent. A biased transition/transversion ratio was a universal feature of nucleotide diversity (Lynch, 2008).
Neutrality Tests
A negative Tajima's D = -0.726310 (Table 4) indicated excess of low frequency polymorphisms and in Fisher’s exact test, common jasmine, congress grass, Chinese hibiscus, black nightshade, cucumber, Kothia, Madhurapur, Dhrubgama, Alipur Bihta, white fig, Chinese hibiscus and Tadikonda populations having P value less than 0.05 (Supplementary 7) showed deviation from other populations and thus both tests supported the neutral theory of evolution. These findings were supported by Tocko-Marabena et al. (2017) who concluded that B. tabaci SSA1 haplotype SG1 data was found to be significant with Tajima's D (-2.45317).
Table 4
Results from Tajima's Neutrality Test
m
|
S
|
ps
|
Θ
|
Π
|
D
|
36
|
402
|
0.611872
|
0.147554
|
0.119309
|
-0.726310
|
Note: m = number of sequences; S = Number of segregating sites; ps = S/n; Θ = ps/a1; π = nucleotide diversity; D is Tajima test statistic
Association of Bemisia tabaci populations with bacterial endosymbionts
Bacterial community of B. tabaci populations (interlocation and interhost) were identified by amplification of 16S rRNA of specific bacteria (Portiera sp, Wolbachia sp, Arsenophonus sp, Rickettsia sp, Cardinium sp and Hamiltonella sp) using bacteria specific primers (Supplementary 1) (Chiel et al., 2007; Gueguen et al., 2010). The primary endosymbiont, Portiera sp detected in all samples (100.0 per cent), supports the fact that it provides nutrients and is required for whitefly survival (Jiang et al., 2012; Skaljac et al., 2017). In total, from the analysis of 16S rRNA gene of 29 B. tabaci populations we were able to detect 96.7 per cent of Arsenophonus sp followed by Wolbachia sp (93.3 per cent), Rickettsia sp (93.3 per cent), Hamiltonella sp (70.0 per cent) and Cardinium sp (60.0 per cent). It is possible that B. tabaci requirements vary depending on its environment and hosts, resulting in different combinations of secondary endosymbionts (Table 5). All five secondary endosymbionts were detected in Asia I and Asia II 7 cryptic species (Asia I: congress grass, potato, Mexican marigold, cucumber, dolichos bean, Khotia, Mirapur, Dhrubgama, Dariapur and Asia II 7: Chinese hibiscus). However, the incidence of secondary endosymbionts differed within the same cryptic species, Asia I. Asia II 1 of black nightshade was found to associated with Arsenophonus sp, Rickettsia sp, and Hamiltonella sp. Strikingly, Hamiltonella sp was found to be absent in China 3 (barberton daisy), Asia II 7 (Tadikonda) and Asia I (French bean, tomato, white fig, cluster fig, pointed gourd, okra, mustard). Arsenophonus sp and Rickettsia sp associated with all the Asia I populations except Alipur Bihta and cluster fig and French bean respectively. These observations further support the fact that endosymbionts are unevenly distributed within the B. tabaci species complex as reported in previous studies (Gueguen et al., 2010; Lestari et al., 2021). However, because of competition for space and resources in the host, this coexistence can result in uneven distribution of these endosymbionts in B. tabaci populations. According to Gottlieb et al. (2008), bacteria combinations such as Wolbachia sp and Cardinium sp, Rickettsia sp and Cardinium sp, Hamiltonella sp and Arsenophonus sp do not coexist in the B. tabaci population. On the contrary, we discovered them coexisting in the majority of the populations. This suggests that new combinations of secondary endosymbiotic bacteria may emerge under different environmental conditions and host plants.
Table 5
Diversity of bacterial endosymbionts associated with 29 Bemisia tabaci populations
Sl. No
|
Host plant /Location name
|
Genetic group
|
Port
|
Wsp
|
Rb
|
Card
|
Ars
|
Ham
|
Total amplified
|
Percentage (%)
|
1
|
Congress grass
|
Asia I
|
|
|
|
|
|
|
6
|
100.00
|
2
|
Indian jujube
|
Asia I
|
|
|
|
|
|
|
5
|
83.33
|
3
|
French bean
|
Asia I
|
|
|
|
|
|
|
4
|
66.67
|
4
|
Tomato
|
Asia I
|
|
|
|
|
|
|
5
|
83.33
|
5
|
Potato
|
Asia I
|
|
|
|
|
|
|
6
|
100.00
|
6
|
White fig
|
Asia I
|
|
|
|
|
|
|
5
|
83.33
|
7
|
Common jasmine
|
Asia I
|
|
|
|
|
|
|
5
|
83.33
|
8
|
Mexican marigold
|
Asia I
|
|
|
|
|
|
|
6
|
100.00
|
9
|
Cluster fig
|
Asia I
|
|
|
|
|
|
|
3
|
50.00
|
10
|
Pointed gourd
|
Asia I
|
|
|
|
|
|
|
4
|
66.67
|
11
|
Cucumber
|
Asia I
|
|
|
|
|
|
|
6
|
100.00
|
12
|
Dolichos bean
|
Asia I
|
|
|
|
|
|
|
6
|
100.00
|
13
|
Okra
|
Asia I
|
|
|
|
|
|
|
5
|
83.33
|
14
|
Khotia
|
Asia I
|
|
|
|
|
|
|
6
|
100.00
|
15
|
Mandai Dih
|
Asia I
|
|
|
|
|
|
|
5
|
83.33
|
16
|
Jhakra
|
Asia I
|
|
|
|
|
|
|
5
|
83.33
|
17
|
Mirapur
|
Asia I
|
|
|
|
|
|
|
6
|
100.00
|
18
|
Madhurapur
|
Asia I
|
|
|
|
|
|
|
5
|
83.33
|
19
|
Dhrubgama
|
Asia I
|
|
|
|
|
|
|
6
|
100.00
|
20
|
Alipur Bihta
|
Asia I
|
|
|
|
|
|
|
4
|
66.67
|
21
|
Faridpur
|
Asia I
|
|
|
|
|
|
|
5
|
83.33
|
22
|
Charuipar
|
Asia I
|
|
|
|
|
|
|
5
|
83.33
|
23
|
Dariapur
|
Asia I
|
|
|
|
|
|
|
6
|
100.00
|
24
|
Pusa
|
Asia I
|
|
|
|
|
|
|
5
|
83.33
|
25
|
Bapatla
|
Asia I
|
|
|
|
|
|
|
5
|
83.33
|
26
|
Chinese hibiscus
|
Asia II 7
|
|
|
|
|
|
|
6
|
100.00
|
27
|
Tadikonda
|
Asia II 7
|
|
|
|
|
|
|
5
|
83.33
|
28
|
Black nightshade
|
Asia II 1
|
|
|
|
|
|
|
4
|
66.67
|
29
|
Barberton daisy
|
China 3
|
|
|
|
|
|
|
5
|
83.33
|
|
Total amplified
|
|
29
|
27
|
27
|
17
|
28
|
21
|
|
|
|
Percentage
|
|
100.0
|
93.1
|
93.1
|
58.6
|
96.5
|
72.4
|
|
|
Note: Empty and filled cells indicates the absence and presence of bacterial endosymbionts respectively in B. tabaci populations. Port- Portiera, Wsp-Wolbachia, Rb-Rickettsia, Card- Cardinium Ars- Arsenophonus Ham- Hamiltonella
Besides, during surveys of interlocation, farmers stated that the number of sprays they go for whitefly control in brinjal fields throughout crop period were 45 to 50, which gives an interesting clue that endosymbiont-mediated insecticide resistance could have developed in interlocation populations (Wang et al., 2010; Pan et al., 2012). Although endosymbionts are expected to be expensive for hosts in terms of resource allocation, many insects host these bacteria, implying that their presence may have functional benefits.