Evaluation of MMC for yield and related traits
The 293 accessions of MMC evaluated for traits such as DFF, DTM, PHT, PPP, CPP, PLT SPP, HSW and YPP exhibited significant variability (
p<0.001) among the accessions (Table 2). There are six different seed coat color variations were observed. Seed lustre ranged from shiny to dull and a mixed appearance. The hypocotyl color varies from green to purple. Similar variation in both quantitative and qualitative traits has been observed in 482 accessions of the Iowa mungbean panel (
Sandhu and Singh, 2021).
a) Days to 50% flowering (DFF), maturity (DTM) and plant height (PHT)
The DFF across the accessions ranged from 31 to 52 days, whereas maturity ranged from 59 to 82 days after sowing (DAS) with PHT ranging from 31.75 cm to 88.43 cm. The VI003951 AG was the earliest flower (31 days) and maturing in 59 days after sowing (Table 3). Whereas accession VI004743 AG recorded maximum PHT (88.43 cm) and VI004666 AG is shortest (31.75 cm). Correlation analysis revealed a moderate positive association (r = 0.39) between DFF and DTM suggesting that delayed flowering is generally associated with delayed maturity (Fig 1). The wide variation in flowering and maturity days among the accessions is attributed to genetic diversity and influenced by environmental conditions. Similar variation in the DFF, DTM and PHT has been observed in the mungbean germplasm
(Azam et al., 2023; Kanavi et al., 2020; Win et al., 2020; Muthuswamy et al., (2019).
b) Clusters per plant (CPP), pods per plant (PPP) and pod length (PLT)
The number of CPP, PPP and PLT showed significant variation (
p<0.001) among accessions (Table 2). The highest number of PPP was recorded in accession VI001728 AG (mean = 61.48), which produced ten clusters and with an average pod length of 6.85 cm (Table 3). Accession VI002063 BG exhibited the longest PLT (10.35 cm), but showed less PPP (10.44) and CPP (3.83). A strong positive correlation (r = 0.78) was observed between CPP and PPP, indicating that an increase in cluster number is closely associated with a higher number of pods (Fig 1). Similar observations of differences in the PPP ranging from 4.38 to 35.72 was observed in a set of 200 mungbean accessions
(Kanavi et al., 2020).
d) Seeds per pod (SPP) and 100 seed weight (HSW)
The highest SPP was recorded in accession VI002063 BG (15.70), followed by VI000232 AG (14.60). Whereas highest HSW was recorded in accession VI001244 AG (8.66 g). Correlation analysis revealed a weak positive relationship (r = 0.13) between SPP and HSW (Fig 1), indicating that the number of SPP has minimal influence on HSW. The SPP was found to be determined by additive gene action
(Dikshit et al., 2020). Similar observations of differences in the SPP ranging from 3.07 to 9.70 was observed in mungbean accessions
(Kanavi et al., 2020).
e) Yield performance of MMC through GGE biplot analysis
In a GGE biplot analysis, first two principal components (PC1 and PC2) explained 70.56% and 29.44% of the total variation respectively. In the “mean vs. stability” view, genotypes positioned further to the right along the average environment axis (AEA) exhibited higher mean yields, with accessions 230 (VI003947 B-BR), 52 (VI001191 BG) and 182 (VI003440 AG) showing superior average performance. The accessions 94 (VI001728 AG), 121 (VI002432 AG), 149 (VI003019 BG), 220 (VI003886 BY) and 233 (VI003954 BG) were among the most stable genotypes (Fig 2a). In the “which-won-where” polygon view, accessions 17 (VI000461 BG) and 270 (VI004811 BG) were better performing in environment E1 (2023), whereas accessions 10 (VI000232 AG) and 61 (VI001400 AG) were identified as the top performer under the conditions of E2 (2024) (Fig 2b). The PPP had a strong positive correlation with YPP (r = 0.77), indicating that an increase in the number of PPP significantly contributes to higher yield (Fig 1) which is in agreement with the observations recorded by
Priya and Babu (2024). Similar variation in mungbean yield performance across diverse germplasm collections were also reported by
Das et al., (2024), aligning with the finding of the present study. Temperature and photoperiod are key environmental factors that influence the phenological development of mungbean in all growth stages and thus determine yield and adaptability
(Somta et al., 2022). The seed yield is complex trait controlled by several genes with additive effect and mode of inheritance varies with parent genotype
(Dikshit et al., 2020). Ullah et al., (2012) was found similar observation though GGE analysis suggesting genotypic and environmental influence on final yield of mungbean genotypes.
f) Broad-sense heritability estimates for yield and yield-related traits
Heritability (broad sense) varied across the traits, indicating differential genetic control and environmental influence. High heritability was observed for HSW (0.75) and PLT (0.72), suggesting that these traits are largely governed by genetic factors and can be effectively improved through selection. PHT also exhibited moderately high heritability (0.68), indicating good scope for selection. Moderate heritability was recorded for days to DFF (0.51) and SPP (0.50), indicating a fair proportion of genetic control, although environmental influence cannot be overlooked. In contrast, DTM (0.35), YPP (0.32), CPP (0.21) and PPP (0.17) exhibited low heritability (Table 2), suggesting that these traits are more influenced by the environment and selection based on phenotype may be less effective. In contrast,
Sawarkar et al., (2025) reported high broad-sense heritability for seed yield per plant (0.95) and number of pods per plant (0.94), highlighting potential differences in genetic background.
Akhtar et al., (2021) observed that 100 seed weight is the one of the most significant yield contributing traits in mungbean less affected by the environment. These observations are in line with the findings of
Jain et al., (2024) and
Rahangdale et al., (2023).
g) Qualitative parameter- seed color, seed lustre and hypocotyl color
The MMC set comprised of green seed (238), brown (26), mottled/speckled (12), yellow (5), black (2) and mixed (10) seed coat colours. Seed lustre varied from shiny (158) to dull (124) and mixed (11) (Fig 3). Two hypocotyl colours were observed; purple (244) and green (49). These qualitative seed traits are important for targeting region-specific preferences. For example, yellow seed coat mungbean (commonly known as
Sona mung) are traditionally cultivated in Bhutnir Char region of West Bengal and in certain regions of Bangladesh and Sri Lanka (
Brahmachary and Ghosh, 2000;
Pal et al., 2010; Mung Central, 2020). Similarly, brown seed coat mungbean variety TARI Gram II has been released by the Tanzania Agricultural Research Institute (TARI, 2022). Whereas shiny green mungbean varieties are the most preferred segment across the Indian subcontinent (
Mung Central, 2020). Additionally, hypocotyl color plays a crucial role in the sprouting industry,
e.
g: AVMU 1688 resistance to mungbean yellow mosaic disease (MYMD) suitable for sprouting market has been recently released in Myanmar
(Aung et al., 2024).