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How to Identify an SSR Linked to a Gene if there is no Reference Genome?

Discover how to develop SSR markers even without a reference genome, using comparative genomics, transcript data, and low-coverage sequencing.

In the last post of the AgroSynapsis Tip series, I explained how to develop a PCR-detectable SSR marker for a known gene or trait using a public reference genome.

After that, I received a very relevant question:
โ“ What if there is no reference genome available?

Hereโ€™s the answer ๐Ÿ‘‡
๐Ÿญ. ๐— ๐—ฎ๐—ฟ๐—ธ๐—ฒ๐—ฟ ๐—ฑ๐—ฒ๐˜ƒ๐—ฒ๐—น๐—ผ๐—ฝ๐—บ๐—ฒ๐—ป๐˜ย (sequence-driven approaches)๐Ÿงฌ
These steps generate candidate SSR markers, but do not yet prove genetic linkage.
1๏ธโƒฃ Comparative genomics with a related species
If a closely related species has a reference genome:
โ€ข Identify the orthologous gene or genomic region in a public genome browser.
โ€ข Extract flanking sequences (e.g. ยฑ50โ€“100 kb).
โ€ข Search for SSRs and design primers.
โ€ข Test whether the markers transfer to your species.

2๏ธโƒฃ Develop gene-based SSRs from transcriptomic data
If the gene sequence is known:
โ€ข Identify the EST or transcript corresponding to the candidate gene (via annotation or homology).
โ€ข Use CDS, ESTs, or transcriptome assemblies.
โ€ข Scan the target transcript for SSR motifs.
โ€ข Design primers directly from genic regions.

3๏ธโƒฃ Genome skimming / low-coverage sequencing to mine SSRs
Even without a full genome:
โ€ข Perform genome skimming (low-depth whole-genome sequencing).
โ€ข If the gene is known: map reads to the candidate gene or an ortholog.
โ€ข Select SSRs in contigs anchored to the gene or its genomic neighborhood.

๐Ÿฎ. ๐—š๐—ฒ๐—ป๐—ฒ๐˜๐—ถ๐—ฐ ๐˜ƒ๐—ฎ๐—น๐—ถ๐—ฑ๐—ฎ๐˜๐—ถ๐—ผ๐—ป & ๐—ฏ๐—ฟ๐—ฒ๐—ฒ๐—ฑ๐—ถ๐—ป๐—ด ๐—ฑ๐—ฒ๐—ฝ๐—น๐—ผ๐˜†๐—บ๐—ฒ๐—ป๐˜ โœ…
This step confirms linkage and determines whether an SSR is reliable for marker-assisted selection.
4๏ธโƒฃ Validate SSRs through linkage analysis
For traits with clear phenotypes:
โ€ข Develop a segregating population (F2, RILs, backcross).
โ€ข Genotype parents and progeny with candidate SSRs.
โ€ข Identify markers that co-segregate with the trait.
โ€ข Estimate recombination frequency between marker and phenotype.
โ€ข Validate linkage across multiple populations and environments.
โžก๏ธ Only markers with stable, tight linkage should be used in selection.

๐Ÿ‘‰ If youโ€™d like to be informed about the upcoming workshops organized by AgroSynapsis, and receive early access and discounts, ๐—ณ๐—ถ๐—น๐—น ๐—ผ๐˜‚๐˜ ๐—ผ๐˜‚๐—ฟ ๐˜€๐—ต๐—ผ๐—ฟ๐˜ ๐˜๐—ฟ๐—ฎ๐—ถ๐—ป๐—ถ๐—ป๐—ด ๐—ถ๐—ป๐˜๐—ฒ๐—ฟ๐—ฒ๐˜€๐˜ ๐—ณ๐—ผ๐—ฟ๐—บ here:

https://lnkd.in/g3tApqPz

By Rachil Koumproglou