Introduction
The mustard aphid Lipaphis erysimi pseudobrassicae (Davis) (Hemiptera: Aphididae) and Myzus persicae (Sulzer) (Hemiptera: Aphididae) are important pests of brassica crops (Yue and Liu, Reference Yue and Liu2000). They attack crops such as cabbage, kale, cauliflower, radish, and mustard, causing enormous losses estimated at 50–100% (Yue and Liu, Reference Yue and Liu2000; Adenka et al., Reference Adenka, Fening, Afreh-Nuamah, Wamonje and Carr2021). Lipaphis e. pseudobrassicae was first reported in Ghana in 2016, as the major aphids on cabbage, cooccurring with M. persicae (Fening et al., Reference Fening, Forchibe, Wamonje, Adama, Afreh-Nuamah, Carr, Freyer and Tielkes2016, Reference Fening, Forchibe, Wamonje, Adama, Afreh-Nuamah and Carr2020; Forchibe et al., Reference Forchibe, Fening and Afreh-Nuamah2017). For both aphid species, all life stages invariably cause direct and indirect damage to crops (Hughes, Reference Hughes1963). Direct plant damage includes stunting, distortion, yellowing, and wilting, usually resulting from sucking sap from infested plants (Hughes, Reference Hughes1963; Aslam et al., Reference Aslam, Amer and Shad2011), while indirect damage includes black sooty mold formed from fungus growth on honeydew excretion and transmission of plant viruses that results in diseases (Blackman and Eastop, Reference Blackman and Eastop2000; Ng and Perry, Reference Ng and Perry2004). Apart from preventing adequate photosynthesis, sooty mold and honeydew also reduce the aesthetic value and marketability of crops (Blackman and Eastop, Reference Blackman and Eastop2000; Fening et al., Reference Fening, Amoabeng, Adama, Mochiah, Braimah, Owusu-Akyaw and Ekyem2013; Forchibe et al., Reference Forchibe, Fening and Afreh-Nuamah2017).
Lipaphis erysimi pseudobrassicae is a specialist aphid on brassica crops, and is highly prolific and can have up to 35 generations annually in tropical conditions (Blackman and Eastop, Reference Blackman and Eastop2000; Capinera, Reference Capinera2008). Adult aphids have been reported to live for about 15–18 days during summer periods (Sidhu and Singh, Reference Sidhu and Singh1964). Myzus persicae on the other hand is an extremely polyphagous aphid feeding on a wide variety of plant species in over 40 different families (Blackman and Eastop, Reference Blackman and Eastop2000; Margaritopoulos et al., Reference Margaritopoulos, Tsitsipis, Goudoudaki and Blackman2002). Adult longevity varies depending on the host plant, and there can be 20 generations in a year during warmer climates (Blackman and Eastop, Reference Blackman and Eastop2000). Both aphids have four nymphal stages, and adults maybe winged or wingless (Blackman and Eastop, Reference Blackman and Eastop1984). The pest status of aphids is often enhanced by their capability to reproduce fast, and adapt to new environments (Myburgh, Reference Myburgh1993). Despite their cooccurrence on cabbage in Ghana, they show varying population dynamics (Forchibe et al., Reference Forchibe, Fening and Afreh-Nuamah2017; Adenka et al., Reference Adenka, Fening, Afreh-Nuamah, Wamonje and Carr2021), and there is inadequate information on the bionomics of these aphids on cabbage varieties cultivated in Ghana.
In Ghana, major methods of controlling aphids have focused on using synthetic insecticides, which are readily available and fast-acting, regardless of their well-documented adverse effects on human health, non-target organisms, and the environment (Obeng-Ofori, Reference Obeng-Ofori2007; Ahmad and Akhtar, Reference Ahmad and Akhtar2013; Bass et al., Reference Bass, Puinean, Zimmer, Denholm, Field, Foster and Williamson2014). To counter these effects, other control measures that are considered compatible with food safety should be explored (Yun et al., Reference Yun, Kim, Gwak, Shin and Woo2017; Ahmad et al., Reference Ahmad, Sajad and Abu2019). Host plant resistance can be an important component of an integrated pest management (IPM) system used in synergy with other control measures (Shah et al., Reference Shah, Khan, Junaid, Sattar, Zaman, Saleem and Adnan2015; Ahmed et al., Reference Ahmed, Chamila Darshanee, Fu, Hu, Fan and Liu2018; Taghizadeh, Reference Taghizadeh2019). The use of insect-resistant cultivars has been reported to enhance food production in some major agricultural areas of the world (Smith, Reference Smith2005). Although screening for resistant plant lines against aphids requires in-depth knowledge of resistant sources within crossable germplasms and associated genetics (Bhatia et al., Reference Bhatia, Uniyal and Bhattacharya2011), some studies have reported successful trials for resistant cabbage lines against Brevicoryne brassicae, L. pseudobrassicae, and M. persicae (Shah et al., Reference Shah, Khan, Junaid, Sattar, Zaman, Saleem and Adnan2015; Ahmed et al., Reference Ahmed, Chamila Darshanee, Fu, Hu, Fan and Liu2018). Furthermore, it is well documented that different cultivars/varieties of a plant can alter the life history attributes of herbivores by interfering with development, reproduction, and, consequently, population growth (War et al., Reference War, Paulraj, Ahmad, Buhroo, Hussain, Ignacimuthu and Sharma2012; Kant et al., Reference Kant, Jonckheere, Knegt, Lemos, Liu, Schimmel, Villarroel, Ataide, Dermauw, Glas, Egas, Janssen, Van Leeuwen, Schuurink, Sabelis and Alba2015; Ali et al., Reference Ali, Naseem, Arshad, Ashraf, Rizwan, Tahir and Khan2021).
Life tables are powerful and essential tools for analyzing the effect of host plant quality on the growth, survival, reproduction, and population growth parameters of insect populations (Chi and Su, Reference Chi and Su2006). They facilitate the understanding of pest population dynamics by providing a complete description of the demographic parameters of an insect population under specific environments (Qayyum et al., Reference Qayyum, Aziz, Iftikhar, Hafeez and Atlihan2018). The lifetable parameters of a pest on a specific host plant provide crucial indications about the pest's fitness on that host plant (Liu et al., Reference Liu, Wu, Hopper and Zhao2004). Various studies have evaluated the effect of different brassica varieties on the lifetable of L. erysimi (Phadke, Reference Phadke1982; Qayyum et al., Reference Qayyum, Aziz, Iftikhar, Hafeez and Atlihan2018; Taghizadeh, Reference Taghizadeh2019), and host plant variations on M. persicae (Hong et al., Reference Hong, Han, Pu, Wei, Wang and Liu2019; Baral et al., Reference Baral, Thapa, Jha, Joshi and Aryal2020; Ali et al., Reference Ali, Naseem, Arshad, Ashraf, Rizwan, Tahir and Khan2021). Additionally, Saleesha et al. (Reference Saleesha, Kennedy, Rajabaskar and Geethalakshmi2022) studied the development of M. persicae under different temperature regimes on cauliflower and other studies have focused on the demographic parameters of L. erysimi and its predators under different temperature and field conditions (Ali and Rizvi, Reference Ali and Rizvi2009; Boopathi et al., Reference Boopathi, Singh, Dutta, Dayal, Singh, Chowdhury and Lalhruaipuii2020). However, there is little to no information on the comparative bionomics of both aphid species on the same plant varieties, given that they cooccur on cabbage. Thus, understanding the life table parameters of L. e. pseudobrassicae and M. persicae on some cabbage varieties grown in Ghana will provide valuable information on potentially less susceptible varieties, which could be adopted as an integral part of developing an IPM tool against these important aphid pests of cabbage. Therefore, this study focuses on assessing the life history parameters of L. e. pseudobrassicae and M. persicae on three cultivated cabbage varieties under ambient conditions.
Materials and methods
Growing of host plants
Three varieties of white cabbage (Brassica oleracea var. capitata), Oxylus (Seminis®), Fortune (Technisem®), and Leadercross (Technisem®), were used as host plants for the experiment. Different varieties of cabbage usually have different morphological features, and these varieties were used by hypothesizing that they show varied responses to aphids’ feeding and may also affect aphids’ behavior, reproduction, and survival. The Oxylus variety used is green in color, heat tolerant, resistant to alkalinity, has soft leaves, and is well adapted to a wide range of agroecological zones (Seminis® product catalog). Fortune variety has soft bluish-green leaves, resistant to fusarium wilt, and is well adapted to hot and humid climates. Leadercross, on the other hand, has tough leaves, bluish-green in color, resistant to pests, and is suitable for dry seasons (Technisem® product catalog). These varieties were selected because Oxylus and Fortune are widely grown by farmers (Timbilla and Nyarko, Reference Timbilla and Nyarko2004; Amoabeng et al., Reference Amoabeng, Asare, Asare, Mochiah, Adama, Fening and Gurr2017) and have been reported to be susceptible to aphid infestation (Adenka et al., Reference Adenka, Fening, Afreh-Nuamah, Wamonje and Carr2021), while Leadercross is one of the least grown varieties (Forchibe, Reference Forchibe2021) reported to be pest resistant by the manufacturer (Technisem® product catalog). Seeds of the above cabbage varieties were obtained from Agriseed Ltd Ghana and sown in small plastic buckets (15 × 12 cm). When plants reached the third leaf stage unfolded (BBCH-code 13; Feller et al., Reference Feller, Bleiholder, Buhr, Hack, Hess and Klose1995), they were individually transplanted into 30 plastic pots (12 cm × 12 cm) containing a mixture of soil and Gro-Plenty organic compost (Green-Gro, Ghana) in a ratio of 2:1 as recommended by Gro-Plenty. The potted plants were maintained in a screen house under ambient conditions at 30 ± 1°C and 75 ± 5%RH at the University of Ghana Soil and Irrigation Research Centre, Kpong, from September to November 2020. Irrigation was carried out daily till the end of the study. Plants were used for the study when they reached the six true leaf stage.
Rearing of L. e. pseudobrassicae and M. persicae
Lipaphis erysimi pseudobrassicae and M. persicae were collected from a cabbage (Variety: KK Cross) field in Kpong and reared on potted cabbage plants of the respective varieties, covered with micro-perforated bread bags (Seal Packaging, Luton, UK) secured around the pots with rubber bands to restrict the aphids from moving out of the plants. These two aphid species were used for the study because these are the only species reported to occur on cabbage in Ghana (Forchibe et al., Reference Forchibe, Fening and Afreh-Nuamah2017; Fening et al., Reference Fening, Forchibe, Wamonje, Adama, Afreh-Nuamah and Carr2020), and particularly because L. e pseudobrassicae is a specialist aphid of Brassicaceae, while M. persicae is a generalist feeder (Blackman and Eastop, Reference Blackman and Eastop2000). The aphids were reared for three generations to obtain a suitable population of aphids void of any influence from the previous host. To control inbreeding, newly emerged aphids were gently transferred onto new cabbage plants, using camel hair brushes every week until the third generation was attained, before transfer onto study plants.
Bionomics study
One 2-day-old adult aphid was placed on a potted cabbage plant using a camel hairbrush and confined in a clip cage for each variety of cabbage. Each setup was replicated 30 times for each variety. After 24 h, the adult aphid and newly born nymphs except one were removed from the plants. This remaining aphid in the clip cage on the potted plant was kept in the screen house at 30° ± 1°C, 75 ± 5%RH, and 12:12 h photoperiod, and monitored daily for the various aspects of the bionomics. Nymphal instars were determined to have molted when cast skin was observed. The developmental duration and survival of the nymphs were monitored and recorded daily until adult emergence. After adult emergence, individuals’ reproductive period, longevity, survival, and fecundity were recorded daily until the death of all individuals. All newly emerged nymphs were recorded during the reproductive period and then removed from the plant daily. This method was adapted from studies by Patel et al. (Reference Patel, Godhani and Gohel2017) and Qayyum et al. (Reference Qayyum, Aziz, Iftikhar, Hafeez and Atlihan2018). Time-specific life table parameters of aphids were generated to calculate the total survival rate, fecundity table, developmental duration, and life expectancy (ex), which is the length of time that an individual at age (x) is expected to live.
Life table calculations
The fertility life table was constructed based on the female age-specific life table, consistent with Carey (Reference Carey1993) and Southwood and Henderson (Reference Southwood and Henderson2000). The life table was built with age-specific survival rate (lx), age-specific fecundity (mx), and age-specific maternity rate (lxmx). These data were used to calculate the life table parameters (intrinsic rate of increase (rm), finite rate of increase (λ), net reproductive rate (R 0), and mean generation time (T)).
The R 0 values were calculated as:
The intrinsic rate of increase (r) was estimated using the iterative bisection method from the Euler Lotka formula with age indexed from 0 (Goodman, Reference Goodman1982):
The finite rate was calculated as λ = er, the mean generation time is defined as the length of time that a population needs to increase to R 0-fold of its population size at the stable age-stage distribution, and is calculated as: T = lnR 0/r.
Biological parameter analysis
All analyses were carried out in IBM SPSS Statistics 22. All data for nymphal developmental duration, adult longevity, pre-reproductive, reproductive period, post-reproductive period, and fecundity were subjected to Shapiro–Wilk test to determine data normality. Data related to nymphal duration, reproductive period, longevity, and total life span for both aphid species did not conform to the normality test, even after log transformation. Consequently, comparisons were done using the non-parametric Kruskal–Wallis test followed by post hoc comparisons of means using Dunn–Bonferonni test. The fecundity life table parameters were analyzed by bootstrapping (1000-bootstraps) with seed for Mersenne Twister set at 2.000000 to determine the standard error and the means compared by Tukey's HSD test. Mean differences between both aphids were compared by an independent sample t-test. All analyses were conducted at 95% significance level.
Survival analysis
Survival was analyzed and curves fitted using the Kaplan–Meier survival probabilities, followed by a pairwise comparisons Mantel–Haenszel test (log-rank test) in IBM SPSS Statistics 22. Individual aphids that did not die by the end of the nymphal period were censored (0 = death event did not occur; 1 = death event occurred) during nymphal survival analysis. The adult aphids were not censored, because the experiment ended with the death of all insects.
Results
Developmental parameters
The developmental duration for each nymphal stage, of L. e. pseudobrassicae and M. persicae on the three cabbage varieties (Oxylus, Fortune, and Leadercross) are shown in table 1. Both aphids had four nymphal stages on all three cabbage varieties. Following Kruskal–Wallis test, a significant variation nymphal duration was recorded for M. persicae (χ2 (2) = 12.41, P = 0.001), ranging from 4.03 to 6.50 days on Fortune and Oxylus, respectively (table 1). An independent t-test showed a significant variation in nymphal duration between both aphid species on all three varieties (t (58) = 2.85, P = 0.006 for Oxylus, t (58) = 2.39, P = 0.021 for Fortune, and t (58) = 2.19, P = 0.032 for Leadercross) with M. persicae recording a significantly higher duration of 6.50 and 6.40 on Oxylus and Leadercross, respectively (table 1).
Table 1. Mean longevity of nymphal instars of L. e. pseudobrassicae and M. persicae on different cabbage varieties
Means with different letters across rows are significantly different by the Dunn–Bonferonni test (P ≤ 0.05).
The reproductive period and adult longevity varied significantly among varieties for both L. e. pseudobrassicae (χ2 (2) = 14.82, P < 0.001 and χ2 (2) = 6.97, P < 0.001) and M. persicae (χ2 (2) = 16.99, P < 0.001 and χ2 (2) = 15.73, P < 0.001). The reproductive period and adult longevity were significantly higher on Oxylus variety, with a mean reproductive duration of 10.57 days and adult longevity of 11.70 days for L. e. pseudobrassicae, and with a mean reproductive duration of 11.27 days and adult longevity of 12.83 days for M. persicae (table 2). As further listed in table 2, the adult longevity for aphids reared on Leadercross (5.23 days) was low for L. e. pseudobrassicae and on Fortune (5.47 days) for M. persicae. A similar trend was recorded for the reproductive period of both aphid species. Significant differences in reproductive period were recorded between both aphid species on Fortune (t (58) = 2.35, P = 0.022) and Leadercross (t (58) = −2.49, P = 0.016) varieties, with L. e pseudobrassicae recording a higher reproductive period on Fortune and M. persicae on Leadercross. Longevity also varied significantly between both aphid species only on Leadercross variety (t (58) = −2.41, P = 0.019). Total lifespan varied significantly among varieties for both L. e. pseudobrassicae (χ2 (2) = 15.52, P < 0.001) and M. persicae (χ2 (2) = 14.59, P < 0.001) (table 2), with a significant t-test between both aphid species on Fortune (t (58) = 2.36, P = 0.022) and Leadercross (t (58) = −2.56, P = 0.013) varieties.
Table 2. Mean adult growth stage period of L. e. pseudobrassicae and M. persicae on different cabbage varieties
Means with different letters across rows are significantly different by the Dunn–Bonferonni test (P ≤ 0.05).
The fecundity of L. e pseudobrassicae and M. persicae was highly influenced by feeding on different cabbage varieties. A significant variation in the fecundity was recorded for both L. e. pseudobrassicae (χ2 (2) = 23.91, P = 0.001) and M. persicae (χ2 (2) = 24.07, P < 0.001). Lipaphis erysimi pseudobrassicae was most fertile on Oxylus variety (44.77 nymphs/female) and least fertile on Leadercross variety (12.96 nymphs/female), while M. persicae on Oxylus (31.27 nymphs/female) and least fertile of Fortune variety (7.67 nymphs/female) (table 2). Comparison between the mean fecundity of both aphid species showed a significantly higher fecundity of L. e pseudobrassicae on Oxylus (t (58) = 2.07, P = 0.043) and Fortune (t (58) = 4.93, P < 0.001) varieties compared to M. persicae.
Life table parameters
The nymphal survival rate (Mantel–Haenzel test; χ2 = 21.47, P < 0.001) and adult survival rate (Mantel–Haenzel test; χ2 = 8.19, P = 0.017) of L. e. pseudobrassicae differed significantly among the three varieties (fig. 1). For M. persicae, only the nymphal survival rate significantly differed among the cabbage varieties (Mantel–Haenzel test; χ2 = 23.64, P = 0.001) (fig. 1). Between both aphid species, the nymphal survival rate varied significantly on Fortune variety (Mantel–Haenzel test; χ2 = 11.35, P = 0.001), while adult survival rate varied significantly on Fortune (Mantel–Haenzel test; χ2 = 5.49, P = 0.019), and Leadercross (Mantel–Haenzel test; χ2 = 7.75, P = 0.005) varieties (fig. 2).
Figure 1. Kaplan–Meier nymphal survival curve for (a) Lipaphis erysimi pseudobrassicae and (b) Myzus persicae on three cabbage varieties.
Figure 2. Kaplan–Meier adult survival curve for (a) Lipaphis erysimi pseudobrassicae and (b) Myzus persicae on three cabbage varieties.
As shown in fig. 3, the Oxylus variety revealed the highest life expectancy for both L. e. pseudobrassicae (ex = 18.20) and M. persicae (ex = 18.76) among the three cabbage varieties tested. In this variety, the life expectancy (ex) was highest at the beginning of the life cycle and reached 0.0 after 26 days for L. e. pseudobrassicae, and 27 days for M. persicae (fig. 3). Similarly, this variety revealed the highest survival rate for both aphid species. The survival rate obtained at this stage (nymphal) was 100% for both aphid species, thus recording zero mortality at the preadult stage compared to the other varieties (fig. 1). The lowest life expectancy of L.e. pseudobrassicae was observed on Leadercross variety, which was 9.76 at the beginning of life and reached 0.0 after 19 days, while the lowest ex for M. persicae was recorded on Fortune variety; 8.96 at the beginning, and reached 0.0 after 26 days (fig. 3).
Figure 3. Life expectancy (ex) of (a) Lipaphis erysimi pseudobrassicae and (b) Myzus persicae on three cabbage varieties.
The age-specific fecundity (mx) peaks of both aphids on Oxylus variety were higher than those obtained from the other two varieties. Peaks were generally recorded between 9 and 12 days for all three varieties, for both aphid species (fig. 4).
Figure 4. Age-specific fecundity (mx) of Lipaphis erysimi pseudobrassicae and Myzus persicae on three cabbage varieties.
Population growth parameters
The population growth parameters of L. e. pseudobrassicae and M. persicae on the three cabbage varieties are as shown in table 3. Statistical analysis showed significant differences in the net reproductive rates (R 0), intrinsic rate of increase (r), and finite rate of increase (λ) among varieties for both aphid species (P < 0.001) (table 3). The net reproductive rate of both L. e. pseudobrassicae and M. persicae was significantly higher on Oxylus compared to the other varieties. There was also significant difference in the doubling time (DT) (P = 0.034) for L. e pseudobrassicae among the three varieties. Between L. e pseudobrassicae and M. persicae, the R 0, r and λ varied significantly on Oxylus and Fortune varieties, while R 0 (t (33) = 2.76, P = 0.0009) and T (t (33) = 3.13, P = 0.004) varied significantly on Leadercross variety.
Table 3. Population growth parameters of Lipaphis erysimi pseudobrassicae and Myzus persicae on three cabbage varieties
Means followed by the same letter per column do not differ by Tukey test (P = 0.05).
Reproductive net rate (R 0), mean generation time (T), intrinsic rate of increase (rm), finite rate of increase (λ), doubling time (DT).
Discussion
Life tables are useful tools to assess the effect of external factors such as host plants on the growth and development of insects (Ramalho et al., Reference Ramalho, Malaquias, Lira, Oliveira, Zanuncio and Fernandes2015; Qayyum et al., Reference Qayyum, Aziz, Iftikhar, Hafeez and Atlihan2018). It provides an integrated and extensive description of a population's survival, development, and reproduction, thus can give an accurate estimate of the growth rate of an insect pest population (Tuan et al., Reference Tuan, Lin, Yang, Atlihan, Saska and Chi2015, Reference Tuan, Yeh, Atlihan and Chi2016; Chang et al., Reference Chang, Huang, Dai, Atlihan and Chi2016). It is well-documented that the performance of any aphid species can be greatly influenced by host plants, be it different cultivars or varieties of the same plant (Dixon et al., Reference Dixon, Kindlmann, Leps and Holman1987; Yue and Liu, Reference Yue and Liu2000; Tsai and Wang, Reference Tsai and Wang2001; War et al., Reference War, Paulraj, Ahmad, Buhroo, Hussain, Ignacimuthu and Sharma2012; Kant et al., Reference Kant, Jonckheere, Knegt, Lemos, Liu, Schimmel, Villarroel, Ataide, Dermauw, Glas, Egas, Janssen, Van Leeuwen, Schuurink, Sabelis and Alba2015; Qayyum et al., Reference Qayyum, Aziz, Iftikhar, Hafeez and Atlihan2018; Hong et al., Reference Hong, Han, Pu, Wei, Wang and Liu2019; Baral et al., Reference Baral, Thapa, Jha, Joshi and Aryal2020; Ali et al., Reference Ali, Naseem, Arshad, Ashraf, Rizwan, Tahir and Khan2021), and can inform the development of ecologically friendly pest management strategies (Qayyum et al., Reference Qayyum, Aziz, Iftikhar, Hafeez and Atlihan2018). Shah (Reference Shah2017) reported that the quality of host plants plays an important role in the growth and development of an insect, reflecting the suitability of a particular host plant for the sustenance of an insect's life cycle. In this study, we demonstrate that the biological parameters (developmental time, survival rate, adult longevity, and reproduction) of L. e. pseudobrassicae and M. persicae were significantly altered by the cabbage varieties, consequently reflected in the population growth parameters (r, λ, R 0, and T). The results of this study showed that L. e pseudobrassicae reared on Leadercross had the lowest net reproductive rate, intrinsic rate of increase, and finite rate of increase, while M. persicae reared on Fortune had the lowest of these parameters, suggesting that they are less favorable hosts. Studies have reported that host plants are considered less favorable host to aphid populations when the intrinsic rate of increase and net reproductive rate are lower (Atlihan et al., Reference Atlihan, Kasap, Özgökçe, Polat-Akköprü and Chi2017; Qayyum et al., Reference Qayyum, Aziz, Iftikhar, Hafeez and Atlihan2018; Hong et al., Reference Hong, Han, Pu, Wei, Wang and Liu2019). The intrinsic rate of increase (r) is an important parameter often used by ecologists in demographic studies of insect populations to contrast population fitness across changing conditions (Birch, Reference Birch1948; Tsai and Wang, Reference Tsai and Wang2001). According to Gotelli (Reference Gotelli2008), r determines if a population is growing exponentially (r > 0), remains constant (r = 0), or declining (r < 0). In the current study, the r for both aphids were greater than zero in all three cabbage varieties suggesting an exponential population growth during the fertile phase of their life cycle, following the assertion by Gotelli (Reference Gotelli2008).
Oxylus variety, on the other hand, was seen to be the most suitable variety for both aphid species compared to the other two varieties, following the high values of r, R 0, and finite rate of increase (λ). Although this finding presents Oxylus variety as the most susceptible to both aphid species, this variety is widely grown in Ghana and often noted as the farmer's choice (Timbilla and Nyarko, Reference Timbilla and Nyarko2004). However, field studies by Adenka et al. (Reference Adenka, Fening, Afreh-Nuamah, Wamonje and Carr2021) reported Fortune as the most susceptible variety to both aphid species, which could be attributed to diverse biotic and abiotic factors that affect the dynamics of both aphids. Comparatively, the R 0, r, and λ were higher for L. e pseudobrassicae compared to M. persicae in Oxylus variety, suggesting this variety to be more suitable for the growth and development of L. e pseudobrassicae. Nevertheless, the intrinsic rate of increase of M. persicae has been reported to be comparatively lower in cruciferous vegetables (Chi and Su, Reference Chi and Su2006; Hong et al., Reference Hong, Han, Pu, Wei, Wang and Liu2019), which is also comparatively lower in the current study. This can be attributed to the fact that M. persicae is polyphagous, and has high adaptability to complex environments and host plants (Hong et al., Reference Hong, Han, Pu, Wei, Wang and Liu2019), as opposed to L. e pseudobrassicae, a brassica specialist aphid, thus highly adaptable for survival on the host plants used in this study. Furthermore, Fening et al. (Reference Fening, Forchibe, Wamonje, Adama, Afreh-Nuamah and Carr2020) reported L. e pseudobrassicae as the key aphid pest of cabbage in Ghana, with a higher abundance compared to M. persicae.
Nymphal duration may be directly proportional to the level of host resistance or susceptibility because high resistance levels increased the time from birth to first reproduction compared to high susceptibility (La Rossa et al., Reference La Rossa, Vasicek and López2013). Similarly, this study recorded longer nymphal duration for the respective aphids that survived on the less susceptible varieties; Leadercross and Fortune. Although not investigated in the current scope of work, we speculate that high nymphal mortality recorded on these cabbage varieties might be attributable to physical or chemical properties of the host plants that negatively impacted the development of aphids. We also hypothesize that no nymphal mortality recorded on the susceptible hosts (Oxylus) might have been due to favorable host plant conditions such as nutritional content. Some studies have reported that factors such as nutritional value, chemical composition, and physical properties often affect the performance of aphids on different host plants (La Rossa et al., Reference La Rossa, Vasicek and López2013; Jahan et al., Reference Jahan, Abbasipour, Askarianzadeh, Hassanshahi and Saeedizadeh2014; Ali et al., Reference Ali, Naseem, Arshad, Ashraf, Rizwan, Tahir and Khan2021). The survival curves showed high susceptibility of Oxylus variety to both aphid species, further indicating the suitability of this host for the development of these aphids. These findings support earlier studies that showed a significant effect of host plants on the growth, survival, and development of aphids on brassicas (Rana, Reference Rana2005; Qayyum et al., Reference Qayyum, Aziz, Iftikhar, Hafeez and Atlihan2018; Hong et al., Reference Hong, Han, Pu, Wei, Wang and Liu2019; Taghizadeh, Reference Taghizadeh2019; Ali et al., Reference Ali, Naseem, Arshad, Ashraf, Rizwan, Tahir and Khan2021).
The fecundity and longevity of aphids have also been attributed to the physical and chemical properties, as well as the nutritional value of host plants (Tsai and Wang, Reference Tsai and Wang2001; Ulusoy and Ölmez-Bayhan, Reference Ulusoy and Ölmez-Bayhan2006). The differences in the average fecundity and net reproductive rate between L. e pseudobrassicae and M. persicae among the three cabbage varieties support the assertion that the net reproductive rate is an important indicator of population dynamics and often gives considerable insight into the reproductive capacity of an organism on different host plants (Richard, Reference Richard1961). Based on the performance of both aphids on the three cabbage varieties, Oxylus which is the most popular variety grown in Ghana (Amoabeng et al., Reference Amoabeng, Asare, Asare, Mochiah, Adama, Fening and Gurr2017) seems to be a more suitable host for L. e pseudobrassicae compared to M. persicae. Therefore, it is likely that the population buildup for L. e pseudobrassicae would take a lesser time on cabbage compared to M. persicae as seen with its comparatively higher reproductive period, average fecundity, and shorter DT and lifespan. This trend was also observed under field conditions, where L. e. pseudobrassicae population density was comparatively higher throughout the cabbage cropping seasons in different agroecological zones (Fening et al., Reference Fening, Forchibe, Wamonje, Adama, Afreh-Nuamah and Carr2020; Adenka et al., Reference Adenka, Fening, Afreh-Nuamah, Wamonje and Carr2021; Forchibe, Reference Forchibe2021).
The use of less susceptible cabbage varieties to control L. e. pseudobrassicae and M. persicae is considered a primary pest control measure (Qayyum et al., Reference Qayyum, Aziz, Iftikhar, Hafeez and Atlihan2018). When used in combination with other control measures in an integrated approach, can contribute to effective pest suppression and increase in crop production (Smith, Reference Smith2005). Long nymphal durations recorded on the less susceptible varieties could translate to low pest buildup on the field if these varieties are used, consequently leading to decreased number of spraying times per growing season, decreased amount of pesticides applied, decrease in the cost of inputs (pesticides), and subsequently increase in farmer's income. The results therefore suggest that the choice of variety is an important component when planning an IPM approach. It is also important to note that these two aphids often cooccur in the field, and they showed varied responses to the cabbage varieties used in this study, which may result in different competitive outcomes. Thus, it is recommended that field trials based on these findings be carried out to provide more information on the performance of each cabbage variety to attack by both aphid species.
Conclusion
From this study, it can be concluded that Oxylus is the most susceptible variety to both L. e. pseudobrassicae and M. persicae, while Leadercross is less susceptible to L. e. pseudobrassicae and Fortune to M. persicae. Therefore, Leadercross and Fortune varieties can be recommended to small-holder farmers as a cost-effective means to control aphids on cabbage, while minimizing the frequency of pesticide application. However, they must be used in combination with or as a component of an IPM strategy. Furthermore, Oxylus variety is recommended for laboratory mass rearing of L. e. pseudobrassicae and M. persicae for other studies, while Fortune and Leadercross varieties could be explored for resistant genes against M. persicae and L. e. pseudobrassicae for the development of resistant cabbage lines.
Acknowledgements
The authors acknowledge the financial support from the German Academic Exchange Service (DAAD) to E. E. F. for her Ph.D. studies at the African regional postgraduate program, University of Ghana, Legon. We also acknowledge Dr Wamonje Francis, for very useful suggestions and proof reading of the manuscript.
Author contributions
All authors contributed to the study conception and design. Material preparation, data collection, and analysis were performed by E. E. F. and D. T. V. under the supervision of K. O. F., K. A. N., and A. M. C. The first draft of the manuscript was written by E. E. F. and all authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.
Conflict of interest
None.
Open access
