Standard Operating Procedures (SOPs) for Banana Breeding and Data Management

Banana is an important food and cash crop with a worldwide production of about 114 million metric tons. Banana is among the ten most important crops in the world and a staple food and cash crop in the Great Lakes region of East Africa, where it contributes to the livelihood of millions of people who are mainly small-scale farmers. Despite its importance, the edible yield is still low at just 9% of its yield potential. Bananas’ low yield is attributed to both abiotic and biotic constraints. Breeding for host plant resistance and tolerance is the most ideal method for managing pathogens and pests and abiotic factors, respectively. Significant progress has been made in banana breeding to address these constraints through cross-hybridization and selection of recombinants at the diploid level to generate new improved hybrids by various breeding programmes like the International Institute of Tropical Agriculture (IITA), where sources of host plant resistance to various pathogens and pests are available in wild diploid species. However, the bananas grown for consumption are primarily seedless triploids and vegetatively propagated, which limits gene flow and recombination, thus hampering genetic improvement.Seed set is generally extremely limited and seed viability and germination rates are low, which complicates breeding efforts and intensifies the resources and time required to develop superior cultivars. Crossbreeding of bananas involves a series of activities and data workflows starting with the selection of parents, the crossing of the parents (hand pollination/hybridization), tissue culture activities for embryo rescue and clonal multiplication of hybrids, and evaluation of the progeny in Early Evaluation Trials (EET) for advanced yield trials in which improved hybrids are selected for cultivar release. These processes are costly in terms of resources and time required and thus should be organised efficiently.This manual aims to document standard operating procedures (SOPs) for banana breeding as efforts towards modernization of the breeding process pipeline. Four SOPs have been written and these are: SOP 01: Crossing to obtain hybrids for matooke breeding; SOP 02: Ploidy analysis in banana; SOP 03: Establishment of Early Evaluation Trials; and SOP 04: Phenotyping and data management of Early Evaluation Trials (EET) in matooke (AAA) breeding. These SOPs will be beneficial to the banana breeding programme by their availability as ‘how-to’ manuals, ensuring consistency and accuracy to reduce costly mistakes

Traits that define yield and genetic gain in East African highland banana breeding

East African highland bananas (Musa spp. AAA group) are an important staple in the Great Lakes region of East Africa. Their production has declined due to pests and diseases. Breeding for host plant resistance is a sustainable option for addressing this challenge. Understanding the relationships between growth parameters and bunch weight (i.e., yield) is crucial to guide breeding efforts for this crop. We investigated cause-effect relationships, through path analysis, in bunch weight of East African highland banana derived hybrids, their parents and grandparents. These family structures were planted in a 7 × 8 rectangular lattice design, replicated twice. Genetic gains for bunch weight (kg plant−1) and yield potential (t ha−1 year−1) were estimated. Significant increases of bunch weight and yield potential were noted from the landrace triploid germplasm, their derived primary tetraploid hybrids and secondary triploid bred-germplasm. Path analysis revealed that fruit length, circumference and number, number of hands and plant cycle number had a direct positive effect on the bunch weight. Days to fruit filling, days to maturity and index of non-spotted leaves had indirect effects on bunch weight. The average genetic gains for bunch weight and yield potential were 1.4% and 1.3% per year, respectively. This is the first report about genetic gains in banana breeding. Our findings may be useful for assessing progress and directing future breeding efforts in banana breeding

Crossbreeding East African Highland Bananas: Lessons Learnt Relevant to the Botany of the Crop After 21 Years of Genetic Enhancement

East African highland bananas (EAHB) were regarded as sterile. Their screening forfemale fertility with “Calcutta 4” as male parent revealed that 37 EAHB were fertile. Thiswas the foundation for the establishment of the EAHB crossbreeding programs by theInternational Institute of Tropical Agriculture (IITA) and the National Agricultural ResearchOrganization (NARO) in Uganda in the mid-1990s. The aim of this study was to assessthe progress and efficiency of the EAHB breeding program at IITA, Sendusu in Uganda.Data on pollinations, seeds generated and germinated, plus hybrids selected between1995 and 2015 were analyzed. Pollination success and seed germination percentagesfor different cross combinations were calculated. The month of pollination did notresult in significantly different (P= 0.501) pollination success.Musa acuminatasubsp.malaccensisaccession 250 had the highest pollination success (66.8%), followed by thecultivar “Rose” (66.6%) among the diploid males. Twenty-five EAHB out of 41 studiedfor female fertility produced up to 305 seeds per pollinated bunch, and were thereforedeemed fertile. The percentage of seed germination varied among crosses: 26% for2x×4x, 23% for 2x×2x, 11% for 3x×2x,and 7% for 4x×2x. Twenty-seven NARITAhybrids (mostly secondary triploids ensuing from the 4x×2x) were selected for furtherevaluation in the East African region. One so far –“NARITA 7”– was officially released tofarmers in Uganda. Although pollination of EAHB can be conducted throughout the year,the seed set and germination is low. Thus, further research on pollination conditions andoptimization of embryo culture protocols should be done to boost seed set and embryogermination, respectively. More research in floral biology and seed germination as wellas other breeding strategies are required to increase the efficiency of the EAHB breedingprogram

Crossbreeding East African Highland Bananas: Lessons Learnt Relevant to the Botany of the Crop After 21 Years of Genetic Enhancement

East African highland bananas (EAHB) were regarded as sterile. Their screening for female fertility with “Calcutta 4” as male parent revealed that 37 EAHB were fertile. This was the foundation for the establishment of the EAHB crossbreeding programs by the International Institute of Tropical Agriculture (IITA) and the National Agricultural Research Organization (NARO) in Uganda in the mid-1990s. The aim of this study was to assess the progress and efficiency of the EAHB breeding program at IITA, Sendusu in Uganda. Data on pollinations, seeds generated and germinated, plus hybrids selected between 1995 and 2015 were analyzed. Pollination success and seed germination percentages for different cross combinations were calculated. The month of pollination did not result in significantly different (P = 0.501) pollination success. Musa acuminata subsp. malaccensis accession 250 had the highest pollination success (66.8%), followed by the cultivar “Rose” (66.6%) among the diploid males. Twenty-five EAHB out of 41 studied for female fertility produced up to 305 seeds per pollinated bunch, and were therefore deemed fertile. The percentage of seed germination varied among crosses: 26% for 2x × 4x, 23% for 2x × 2x, 11% for 3x × 2x, and 7% for 4x × 2x. Twenty-seven NARITA hybrids (mostly secondary triploids ensuing from the 4x × 2x) were selected for further evaluation in the East African region. One so far –“NARITA 7”– was officially released to farmers in Uganda. Although pollination of EAHB can be conducted throughout the year, the seed set and germination is low. Thus, further research on pollination conditions and optimization of embryo culture protocols should be done to boost seed set and embryo germination, respectively. More research in floral biology and seed germination as well as other breeding strategies are required to increase the efficiency of the EAHB breeding program

Genomic prediction in a multiploid crop: genotype by environment interaction and allele dosage effects on predictive ability in banana

Open Access Journal; Published online: 2 March 2018Improving the efficiency of selection in conventional crossbreeding is a major priority in banana (Musa spp.) breeding. Routine application of classical marker assisted selection (MAS) is lagging in banana due to limitations in MAS tools. Genomic selection (GS) based on genomic prediction models can address some limitations of classical MAS, but the use of GS in banana has not been reported to date. The aim of this study was to evaluate the predictive ability of six genomic prediction models for 15 traits in a multi-ploidy training population. The population consisted of 307 banana genotypes phenotyped under low and high input field management conditions for two crop cycles. The single nucleotide polymorphism (SNP) markers used to fit the models were obtained from genotyping by sequencing (GBS) data. Models that account for additive genetic effects provided better predictions with 12 out of 15 traits. The performance of BayesB model was superior to other models particularly on fruit filling and fruit bunch traits. Models that included averaged environment data were more robust in trait prediction even with a reduced number of markers. Accounting for allele dosage in SNP markers (AD-SNP) reduced predictive ability relative to traditional bi-allelic SNP (BA-SNP), but the prediction trend remained the same across traits. The high predictive values (0.47– 0.75) of fruit filling and fruit bunch traits show the potential of genomic prediction to increase selection efficiency in banana breeding

Association genetics of bunch weight and its component traits in East African highland banana (Musa spp. AAA group)

KEY MESSAGE: The major quantitative trait loci associated with bunch weight and its component traits in the East African highland banana-breeding population are located on chromosome 3. Bunch weight increase is one of the major objectives of banana improvement programs, but little is known about the loci controlling bunch weight and its component traits. Here we report for the first time some genomic loci associated with bunch weight and its component traits in banana as revealed through a genome-wide association study. A banana-breeding population of 307 genotypes varying in ploidy was phenotyped in three locations under different environmental conditions, and data were collected on bunch weight, number of hands and fruits; fruit length and circumference; and diameter of both fruit and pulp for three crop cycles. The population was genotyped with genotyping by sequencing and 27,178 single nucleotide polymorphisms (SNPs) were generated. The association between SNPs and the best linear unbiased predictors of traits was performed with TASSEL v5 using a mixed linear model accounting for population structure and kinship. Using Bonferroni correction, false discovery rate, and long-range linkage disequilibrium (LD), 25 genomic loci were identified with significant SNPs and most were localized on chromosome 3. Most SNPs were located in genes encoding uncharacterized and hypothetical proteins, but some mapped to transcription factors and genes involved in cell cycle regulation. Inter-chromosomal LD of SNPs was present in the population, but none of the SNPs were significantly associated with the traits. The clustering of significant SNPs on chromosome 3 supported our hypothesis that fruit filling in this population was under control of a few quantitative trait loci with major effects.status: publishe

Significant progressive heterobeltiosis in banana crossbreeding

We found significant progressive heterobeltiosis in cross-bred ‘Matooke’ (highland cooking) banana hybrids, also known as NARITAs, when grown together across years with their parents and grandparents in Uganda. Most (all except 4) NARITAs exhibited positive heterobeltiosis for bunch weight, whereas slightly more than half of them had negative heterobeltiosis for stature. The secondary triploid NARITA 17 had the highest heterobeltiosis for bunch weight: 249% versus its ‘Matooke’ grandparent and 136% against its primary tetraploid parent. Broad sense heritability (across three cropping cycles) for yield potential and bunch weight were high (0.84 and 0.76 respectively), while that of plant stature was very low (0.0035). There was a positive significant correlation (P < 0.05) between grandparent heterobeltiosis for bunch weight and genetic distance between parents (r = 0.39, P = 0.036), bunch weight (r = 0.7, P < 0.001), plant stature (r = 0.38, P = 0.033) and yield potential (r = 0.59, P < 0.001). Grandparent heterobeltiosis for plant stature was significantly, but negatively, correlated to the genetic distance between parents (r = − 0.6, P < 0.001). Such significant heterobeltiosis exhibited for bunch weight is to our knowledge the largest among main food crops. Since bananas are vegetatively propagated, the effect of heterobeltiosis is easily fixed in the hybrids and will not be lost over time after the release and further commercialization of these hybrids.status: Published onlin

Crossbreeding East African Highland Bananas: Lessons Learnt Relevant to the Botany of the Crop After 21 Years of Genetic Enhancement

East African highland bananas (EAHB) were regarded as sterile. Their screening for female fertility with "Calcutta 4" as male parent revealed that 37 EAHB were fertile. This was the foundation for the establishment of the EAHB crossbreeding programs by the International Institute of Tropical Agriculture (IITA) and the National Agricultural Research Organization (NARO) in Uganda in the mid-1990s. The aim of this study was to assess the progress and efficiency of the EAHB breeding program at IITA, Sendusu in Uganda. Data on pollinations, seeds generated and germinated, plus hybrids selected between 1995 and 2015 were analyzed. Pollination success and seed germination percentages for different cross combinations were calculated. The month of pollination did not result in significantly different (P = 0.501) pollination success. Musa acuminata subsp. malaccensis accession 250 had the highest pollination success (66.8%), followed by the cultivar "Rose" (66.6%) among the diploid males. Twenty-five EAHB out of 41 studied for female fertility produced up to 305 seeds per pollinated bunch, and were therefore deemed fertile. The percentage of seed germination varied among crosses: 26% for 2x × 4x, 23% for 2x × 2x, 11% for 3x × 2x, and 7% for 4x × 2x. Twenty-seven NARITA hybrids (mostly secondary triploids ensuing from the 4x × 2x) were selected for further evaluation in the East African region. One so far -"NARITA 7"- was officially released to farmers in Uganda. Although pollination of EAHB can be conducted throughout the year, the seed set and germination is low. Thus, further research on pollination conditions and optimization of embryo culture protocols should be done to boost seed set and embryo germination, respectively. More research in floral biology and seed germination as well as other breeding strategies are required to increase the efficiency of the EAHB breeding program.status: publishe