A study of Corchorus L. diversity in Egypt using high-throughput phenotyping platform (HTPP): an Egyptian gene bank example
Genet Resour Crop Evol
https://doi.org/10.1007/s10722-023-01551-6
RESEARCH ARTICLE
A study of Corchorus L. diversity in Egypt using
high‑throughput phenotyping platform (HTPP):
an Egyptian gene bank example
Ehab M. B. Mahdy
· Hasan Ahmad
Received: 27 July 2022 / Accepted: 23 January 2023
© The Author(s) 2023
Abstract Biodiversity and identification facilitate a
prioritization of determination basis for plant evolutionary, phytogeography, biodiversity and conservation of plant genetic resources. High-throughput phenotyping platforms (HTPP) provide more attractive
for genotyping for biodiversity evaluation. Descriptor
lists include 51 attributes applied on all growth-stages
of 53 C. olitorius accessions plus C. capsularis, C.
trilocularis, C. tridens, and C. depressus. Three main
groups were split. Variance decomposition was estimated within class of 68.87% and between classes of
31.13%. Major distance recorded 18.41 between class
1 (wild taxa only) and class three (18 accessions of
C. olitorius). In contrast, the minor distance scored
8.3 between class 2 (35 accessions) and class 3 (18
accessions). Wild taxa with their rarity distribution
and habitats prioritize highly conservation due to the
association of evolutionary role and importance of
genetic improvement. Conservation strategies applied
to PGR prioritization are influenced by the distribution frequency and habitat specificity. The results are
Supplementary Information The online version
contains supplementary material available at https://doi.
org/10.1007/s10722-023-01551-6.
E. M. B. Mahdy (*) · H. Ahmad
Agricultural Research Center (ARC), National Gene Bank
(NGB), 9 Gamaa St., Giza 12619, Egypt
e-mail:
H. Ahmad
e-mail:
useful information on genetic diversity at the Egyptian Gene Bank, which could be used for C. olitorius genetic improvement programs and sustainable
utilization.
Keywords Biodiversity · Corchorus · Heatmapping · Hierarchical clustering analysis ·
High-throughput genotyping platforms (HTPP) ·
Morphological characterization
Introduction
The Corchorus (Family Malvaceae Juss.; formerly
Tiliaceae) L., Sp. Pl. 1:529 (1753) is distributed in
tropical and subtropical regions (Whitehouse et al.
2001). This genus (2n = 14; genome size of olitorius = – 1,250 Mb) has a broad sense of biodiversity,
variability and adaptability. The Global Biodiversity Information Facility (http://www.gbif.org) has
reported 215 species, subspecies, varieties, and forms
belonging to the genus Corchorus. The precise number of good species, approximately 100 (Saunders
2006), is significantly C. olitorius and C. capsularis
that commercially proliferated over the world (Sinha
et al. 2011). Africa embraces about 50 species (Aluka
2006–2008: http://www.aluka.org), including olitorius and capsularis, and therefore represents the chief
center of diversity and origin have been reported
(Edmonds 1990; Plants of South Africa 2009: http://
www. b iodi versi t yexp l orer. o rg/ p lants/ m alva c eae/
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Genet Resour Crop Evol
corchorus.htm). They have various utilizations as raw
material for industry of pulp, paper and fiber, and a
source of biofuel (Paul 2008), dietary supplements
and therapeutic uses (Chopra et al. 1986; Sen 2002;
Hazra and Saha 2004; Natesh 2001). The primary
five taxa of Corchorus are in Egypt, which are olitorius, tridens, capsularis, trilocularis, and depressus
(Boulos 2000, 2009). The taxa of tridens, trilocularis, and depressus characterize resistance to the
abiotic stresses. Its genetic diversity has been made
safe because of its strong sexual incompatibility barrier between the most cultivated taxa of olitorius and
capsularis and secondary gene pools (La Farge et al.
1997). Thus, this is due to very limited genetic variance regarding the adaptability to different agronomic
environments and susceptibility to diseases and pests.
The species olitorius, a leafy vegetable crop, is still
cultivated widely in Egypt; however, not utilized for
genetic improvement and breeding new lines/cultivars. Therefore, C. olitorius falls in a broad basket
of underutilized species despite its nutritionally rich
adaptability to low-input agriculture and sowing over
200 years ago in Egyptian agro-climatic districts (ElWakeel 2007; Mahdy 2012). Only three off-types
nominated Balady (meaning local), Falahy and Siwy
have been identified, which vary in some clearly morphological attributes (El-Wakeel 2007). More collections with introgression new various Corchorus
genetic resources (GR) will help breeders select and
breed new promised ones with high-yielding (ElWakeel 2007; Mahdy 2012). These collections will
help to find more Corchorus mutants and off-types
that have not been collected yet due to humans’ lack
of selection applications for a longer time (Mahdy
2012).
The high-throughput phenotyping platform
(HTPP) provides more accurate information through
a comprehensive valuation of morphological traits
of interest (Finkel 2009). Various HTPP approaches
give them more engaging for genotyping (Agarwal
et al. 2008). It requires more available GRs for utmost
crops and species to study the HTPP (Rizk and ElSharabasy 2008; El-Sharabasy and Rizk 2019). The
HTPPs have witnessed more continual progress in
molecular marker technologies and diversity in technologies of array-based markers, which permit the
identification of molecular markers appropriate for
distinguishing various GRs. The Quantitative trait
loci (QTLs) are used in genome selection in linking
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disequilibrium with at least a single marker (Goddard and Hayes 2007). The combination of genomic
selection and high-throughput phenotyping has revolutionized genetic improvement programs by bringing superior accuracy in selecting the new promising
genotypes (Ingvarsson and Street 2011). Similarly,
the progress in the field of HTPPs made it possible to
procure exact data for various attributes.
The assessment of Corchorus biodiversity conserved in the National Gene Bank (NGB) comprehensively evaluated the 51 morphological attributes.
Corchorus GRs comprising 53 C. olitorius accessions
and its wild relatives of C. tridens, C. trilocularis,
and C. depressus that grows in Egypt subjected to
the high-throughput phenotyping platform (HTPP) to
make possible new promised varietal breeding in the
future. We also attempt to highlight the genepools of
wild Corchorus growing in Egypt and focus on taxonomic placement, which enables to utilize for various
multi-purposes.
Materials and methods
Base line data collection
A total of 53 olitorius accessions and their wild relatives of tridens, trilocularis, capsularis, and depressus was collected from all naturalized agro- and ecological regions of Egypt. These were conserved under
ex situ conditions at National Gene Bank (NGB),
Agricultural Research Center (ARC), Egypt, and
cultivated in the experimental field of National Gene
Bank (NGB), Agricultural Research Centre (ARC),
Giza, Egypt (Table S1). Species (...truncated)