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PACE® Genotyping Enables Marker Development for Avocado Skin Colour: Insights from a New GWAS Study

PACE® Genotyping Enables Marker Development for Avocado Skin Colour: Insights from a New GWAS Study

A recent genome-wide association study (GWAS) on avocado skin colour has identified a key genomic region controlling pigmentation.

By combining high-density genotyping with multi-location phenotypic data, the study not only advances understanding of trait genetics but also highlights a clear pathway from discovery to application, an increasingly critical requirement in modern crop improvement programmes.

Why Avocado Skin Colour Matters in Breeding

Skin colour is a commercially important trait in avocado, influencing:

  • Consumer preference
  • Market segmentation (e.g. green vs purple varieties)
  • Harvest timing and maturity assessment

Despite its importance, the genetic basis of this trait has remained poorly understood, with no widely adopted molecular markers available for selection.

Identifying the Genetic Drivers of Pigmentation

Using a robust GWAS approach with a mixed linear model (accounting for population structure and kinship), researchers analysed diverse avocado germplasm to uncover trait-associated variants.

The study identified a highly significant 220.93 kb region on chromosome CM056810.1, containing:

  • 69 significant genetic variants
  • 40 SNPs
  • 29 indels
  • 13 annotated genes

This region represents a major breakthrough in understanding the genetic architecture of avocado skin colour.

MYB Transcription Factors and Anthocyanin Biosynthesis

Within the identified region, five MYB transcription factors were discovered, including PAP1 and PAP2—key regulators of anthocyanin biosynthesis, the pathway responsible for pigmentation in plants.

Multiple lines of evidence supported their biological relevance:

  • Comparative genomics revealed conserved homologs and duplication events, suggesting functional redundancy
  • Gene Ontology enrichment showed strong association with anthocyanin pathways
  • Phylogenetic analysis placed these genes in subgroup 6, linked to pigmentation control

Network analysis further identified PAP1 as a central regulatory hub, interacting with bHLH and WD40 proteins to form the MBW complex—a well-characterised system controlling pigment production in response to developmental and environmental signals.

Together, these findings position PaPAP1 as a key candidate gene controlling avocado skin colour.

From GWAS Discovery to Breeding Application

A major strength of this study is the successful translation of genomic insight into practical breeding tools.

Researchers developed PCR-based allele competitive extension (PACE®) markers targeting the most significant SNPs within the identified region. These markers were validated across avocado varieties with contrasting skin phenotypes and tested in multiple environments.

The results demonstrated:

  • Strong and reliable genotype–phenotype association
  • Consistent performance across locations
  • Suitability for early-stage selection in breeding programmes

This enables breeders to move from phenotype-based selection to precision, DNA-informed decision-making.

Why PACE® Genotyping Was Critical

The study highlights the value of PACE® (PCR Allele Competitive Extension) genotyping as a scalable solution for SNP and indel analysis in crop genetics.

In this application, PACE® enabled:

  • Cost-effective SNP genotyping without the need for labelled probes
  • Rapid and flexible assay design for marker development
  • High-throughput screening of breeding populations
  • Reliable allele discrimination across diverse genetic backgrounds

By simplifying assay design and reducing costs, PACE® makes it easier to convert GWAS findings into usable molecular markers—bridging a gap that often slows breeding innovation.

Accelerating Marker-Assisted Breeding with 3CR Bioscience

This study reinforces the role of PACE® genotyping in enabling modern molecular breeding workflows.

Unlike probe-based technologies, PACE® requires only unlabelled primers—significantly lowering assay costs while maintaining high performance. The chemistry is fully compatible with standard PCR instrumentation and supports both SNP and indel genotyping at scale.

PACE assays allow:

3CR Bioscience further supports researchers and breeders by offering:

  • Free PACE® assay design (with mastermix purchase)
  • Fast turnaround from marker discovery to deployment
  • Compatibility with existing workflows, including KASPâ„¢ and Amplifluor® assays
  • Robust performance across agriculture, horticulture and aquaculture species

Making science affordable is central to this approach—ensuring advanced genotyping is accessible across breeding programmes of all sizes.

PACE Genotyping Master Mix in the lab

Implications for Avocado Breeding

The identification of PaPAP1 and the development of validated molecular markers provide a direct route to improved breeding efficiency.

Breeders can now:

  • Select for skin colour at the seedling stage
  • Increase consistency of marketable traits
  • Reduce time and cost in breeding pipelines
  • Integrate molecular selection into existing programmes

For a trait so closely tied to market value, this represents a significant step forward.

Conclusion: From Discovery to Deployment

This GWAS study demonstrates more than just a genetic insight—it showcases a complete workflow from variant discovery to validated, field-ready markers.

By combining genomic analysis with PACE® genotyping, researchers were able to rapidly translate data into actionable breeding tools. This approach is increasingly essential as breeding programmes seek to accelerate timelines, reduce costs, and improve precision.

As demand grows for efficient, scalable genotyping solutions, platforms like PACE® are playing a central role in advancing marker-assisted breeding and driving genetic improvement across economically important crops.

Looking to Develop Your Own Molecular Markers?

PACE® genotyping offers a fast, flexible, and cost-effective route from SNP discovery to validated assays.

Get in touch with 3CR Bioscience to learn how PACE® can support your marker development and breeding programmes

Reference

  • Khan, Adil, et al. “Genome Wide Association Study and Molecular Marker Development of an Anthocyanin-Related Locus Underlying the Avocado (Persea americana) Skin Color.” Scientia Horticulturae, 2026, https://doi.org/10.1016/j.scienta.2026.114813.

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MEET OUR TEAM

Steve AsquithManaging Director
Steve began his career in the Genetics Division of GlaxoSmithKline, as part of the team establishing GSK’s high-throughput core genotyping laboratory. Steve joined KBioscience when it was first founded in 2002 and was a key driver in taking the company from a small start-up to a multi-national service laboratory, quickly growing the company’s revenue to over $7.5M p.a. Following the acquisition of Kbioscience by LGC in 2011, Steve was appointed Global Director of Operations for LGC Genomics, responsible for over 100 staff in Europe and N. America, successfully elevating the genotyping products and service business. Steve held a crucial leadership role until he left in 2016. In 2017 Steve joined forces with John Holme to create 3CR Bioscience, a new company with a mission to deliver outstanding, customer-focused genotyping products with innovation and affordability at its core.
Dr. John HolmeTechnical Director

John joined KBioscience shortly after it was founded, in 2003, and became Head of Technical Development, building the company’s genotyping and DNA extraction product portfolio and service delivery until 2011 when it was acquired by LGC. Post-acquisition, John was appointed Head of Technical Group for LGC Genomics, in charge of all Research & Development and Technical Support activities for the company. In this role John continued to build on the high-quality products and services provided to the companies growing customer base.

During the 19 years John has worked in commercial R&D, he has co-invented numerous highly successful products including PACE®, ProbeSure, KASP™, KlearKall, KlearGene, KlearAmp and KlearTaq™, creating breakthrough offerings in genotyping and extraction and generating huge revenues for the companies he has worked in. In 2017, he joined forces with Steve Asquith and started 3CR Bioscience. John is dedicated to developing outstanding, innovative genotyping products and providing the very best technical support to customers globally.

Dr. Nisha JainOperations Director

Nisha has been innovating since the start of her career at Geneform Technologies developing Iso-thermal Genotyping Technologies. Nisha joined KBioscience in 2008, as Senior R&D Scientist and key account Technical Support Scientist, developing KASP and Klearkall performance and coinventing two further versions of KASP.

Nisha has more than 15 years’ experience working in molecular biology and genotyping technologies, with extensive experience in the areas of R&D, Quality Assurance and Customer Technical Support. She has technically assisted many giants of the industry with their protocol development and troubleshooting and continues to deliver high-quality support and guidance. In 2018, Nisha joined 3CR Bioscience as Operations Director where she continues to develop PACE and ProbeSure for an increasing range of applications, and to grow 3CR Bioscience’s new product pipeline. Nisha is dedicated to developing outstanding, innovative genotyping products and providing the very best technical support to customers globally.

Nazma SaffinGeneral Manager
For 20 years Nazma Saffin has worked and gained extensive expertise within the genotyping sector. Working at Kbioscience and then LGC, she has held operational leadership posts responsible for manufacturing and laboratory services. With experience of ISO 9001 implementation, production scale up and LEAN operations, Nazma has successfully led highly profitable production departments. Joining 3CR Bioscience in 2022, Nazma is committed to delivering operational excellence.
Greig PollandAutomation and Support Manager

Greig is a hands-on automation specialist and team leader with a strong background in laboratory and industrial automation. He has spent over 25 years developing, installing, and supporting automated systems that transformed laboratory workflows. During this time, Greig worked closely with scientists and engineers to tailor automation solutions for genotyping and molecular biology, an experience that sparked his lasting passion for combining technology with practical science.

Since then, Greig has built on that foundation through leadership roles where he leads automation and support operations. He’s known for being approachable, commercially minded, and deeply committed to helping teams and customers get the best from their technology.

Whether managing a complex automation rollout or helping a customer troubleshoot in real time, Greig brings a thoughtful, collaborative approach that keeps people ,not just machines, at the centre of what he does.