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Genomics

Sequencing explained: panels, exomes, genomes and variant classification

How sequencing reads DNA, what separates a gene panel from exome and genome sequencing, what coverage means, and how labs classify variants on a five-tier scale.

  • 5 min read
  • 7 cited sources
  • Sources checked October 2026

Educational content, not medical advice. It explains general science and does not replace a conversation with a qualified clinician about your own health, tests or treatment.

What sequencing means

Sequencing DNA means determining the order of the four chemical bases that make up the DNA molecule.[1] The original method, Sanger sequencing, helped scientists determine the human genetic code but is time-consuming and expensive; it is still used today for short pieces of DNA. Next-generation sequencing has made it feasible to sequence large amounts of DNA, taking days to weeks for a human genome.[2]

Walter Gilbert and Frederick Sanger shared half of the 1980 Nobel Prize in Chemistry “for their contributions concerning the determination of base sequences in nucleic acids”.[3]

Panels, exomes and genomes

Clinical laboratories perform genetic testing that spans single genes, gene panels, exomes and genomes.[4] Whole exome sequencing reads the exons — the protein-coding pieces of DNA, thought to make up about 1 percent of the genome — so it can miss variants outside them. Whole genome sequencing determines the order of all the nucleotides in a person’s DNA.[2]

How much of the genome does each test look at?

Genome (schematic — not to scale)

Whole exome

The exons — protein-coding pieces thought to make up about 1% of the genome. Can miss variants outside exons.

Schematic only: segment sizes are exaggerated so that panels and exons are visible. Sources:[2][4]

Looking at more DNA brings trade-offs. The significance of much of the variation found is not yet known, and testing can identify a variant linked to a different condition from the one being investigated — an incidental or secondary finding.[2]

Reads, coverage and variant calling

Sequencers produce many short reads that are compared with a reference genome. The number of reads overlapping a base is its depth, or Coverage. In theory, average depth is L × N ÷ G, where L is the read length, N the number of reads and G the length of the genome. Breadth of coverage is the percentage of target bases sequenced a given number of times.[5]

Variant calling is the process of identifying consistent differences between the reads and the reference. Its accuracy is affected by sequence quality, how evenly the target is covered and the statistical threshold used.[5]

Add reads and watch coverage build

Reference (amber = variant site)
Average depth
2.4
Breadth (≥1×)
80%
Depth at variant
3
Alt-like reads*
1

*In this toy model, about half the overlapping reads carry an alternate base at the marked site — as you might see for a heterozygous variant. Real coverage is rarely this even.

Toy simulation with random read positions. In this example a variant on one of the two gene copies appears in roughly half of the reads covering it. Sources:[5][6]

Germline and somatic variants

Germline variants are inherited from a parent through the egg or sperm and are present in virtually every cell of the body. Somatic variants are acquired during a person’s life and occur only in certain cells; they can be caused by environmental factors such as ultraviolet radiation or by copying errors as cells divide, and they are not passed on to children.[7]

Somatic variants in cancer cells are interpreted differently: the proportion of reads carrying a variant is highly variable and differences within a tumour can affect what a sample shows, so separate interpretation guidelines are needed.[4]

Five tiers of variant classification

In 2015 the American College of Medical Genetics and Genomics (ACMG) and the Association for Molecular Pathology (AMP) published a joint standard for interpreting sequence variants in inherited, single-gene (Mendelian) conditions. It uses five terms: pathogenic, likely pathogenic, uncertain significance, likely benign and benign.[4]

The five ACMG/AMP categories

Uncertain significance

Other criteria are unmet, or benign and pathogenic criteria are contradictory. A VUS should not be used in clinical decision-making.

Select a category to read how the guideline describes it. Sources:[4]

Evidence comes from sources such as population data, computational predictions, functional studies and how a variant tracks with a condition in families. Each pathogenic criterion is weighted as very strong, strong, moderate or supporting. As evidence evolves, earlier classifications may need to change.[4]

The guideline recommends the neutral word “variant” over “mutation” and “polymorphism”, which can wrongly suggest harm or harmlessness. It is not intended for somatic variants, pharmacogenomic variants or complex conditions involving many genes.[4]

Sources

Every source below was read and checked when this article was written. Links open the original publisher.

  1. [1]DNA Sequencing fact sheet. National Human Genome Research Institute (NIH). www.genome.gov/about-genomics/fact-sheets/DNA-Sequencing-Fact-Sheet(opens in a new tab)
  2. [2]What are whole exome sequencing and whole genome sequencing?. MedlinePlus Genetics (U.S. National Library of Medicine). medlineplus.gov/genetics/understanding/testing/sequencing(opens in a new tab)
  3. [3]The Nobel Prize in Chemistry 1980 (Berg; Gilbert & Sanger). NobelPrize.org. www.nobelprize.org/prizes/chemistry/1980/summary(opens in a new tab)
  4. [4]Richards S, Aziz N, Bale S, et al. Standards and guidelines for the interpretation of sequence variants: a joint consensus recommendation of the ACMG and AMP. Genetics in Medicine, 2015. pmc.ncbi.nlm.nih.gov/articles/PMC4544753(opens in a new tab)
  5. [5]Sims D, Sudbery I, Ilott NE, et al. Sequencing depth and coverage: key considerations in genomic analyses. Nature Reviews Genetics 15, 2014. www.nature.com/articles/nrg3642(opens in a new tab)
  6. [6]What is a gene?. MedlinePlus Genetics (U.S. National Library of Medicine). medlineplus.gov/genetics/understanding/basics/gene(opens in a new tab)
  7. [7]What is a gene variant and how do variants occur?. MedlinePlus Genetics (U.S. National Library of Medicine). medlineplus.gov/genetics/understanding/mutationsanddisorders/genemutation(opens in a new tab)