ASCP MB — Technologist in Molecular Biology

Pyrosequencing, RNA-seq, and Long Reads

Three more ways to read sequence: pyrosequencing's light-per-incorporation pyrogram for quantitative hotspot and methylation calls, RNA-seq for expression and fusions, and long-read single-molecule platforms that span repeats, structural variants, and haplotypes.

  • 4 min
  • 4 steps
  • 3 questions
  • Lesson 31 of 60

In this lesson

  1. Pyrosequencing
  2. RNA-seq
  3. Long reads
  4. What to take from this
Other Sequencing Methods

Pyrosequencing

Pyrosequencing is sequencing by synthesis read with light 1. Nucleotides are dispensed one type at a time in a known order. When the polymerase incorporates one, it releases pyrophosphate, which ATP sulfurylase turns into ATP, which luciferase uses to make a flash of light; apyrase then clears leftover nucleotide before the next dispensation 1.

A pyrogram with nucleotides dispensed one at a time along the x-axis and light peaks where they were incorporated - single-height peaks for one base, a double-height G peak for two Gs, and at a CpG site a T peak at 38 percent and a C peak at 62 percent height, indicating 62 percent methylation. A box shows the read T G G C A, then T/C, then G T A.
A pyrogram. Peak height counts bases added; a mixed C/T position after bisulfite gives percent methylation directly. Credit: StudyCorner diagram after Buckingham, Molecular Diagnostics · CC BY 4.0 · Source

Reading a pyrogram:

  • A peak at a dispensation means that base was added; no peak, not added.
  • Peak height is proportional to the number of identical bases added - a double-height G means GG 1. Long homopolymers get less accurate.
  • At a position with two alleles, the two peaks split the height, giving a quantitative percentage.

That quantitation is pyrosequencing’s niche: percent methylation at each CpG after bisulfite conversion (MGMT in glioblastoma), and mutant percentage at hotspots (KRAS, BRAF), sensitive to roughly 5%. Reads are short (tens of bases), and it’s been displaced in many labs by NGS, but remains a reliable targeted tool.

Quick check

In pyrosequencing, what produces the light?

Quick check

Why is pyrosequencing popular for methylation and hotspot testing?

RNA-seq

RNA-seq sequences cDNA made from RNA, so it measures what genes are expressed and how much (by counting reads per gene), plus splice variants and fusion transcripts 1.

  • Library prep starts with RNA: remove ribosomal RNA (or select poly(A) mRNA), fragment, reverse-transcribe, then build a normal library.
  • Clinically, targeted RNA panels detect gene fusions in solid tumors and leukemias (ALK, ROS1, RET, NTRK, BCR::ABL1) more reliably than DNA, because introns, where DNA breakpoints scatter, are spliced out.
  • Expression signatures classify some cancers and predict recurrence risk.

RNA quality matters: degraded FFPE RNA is assessed by DV200 before library prep (see Assessing Quality and Quantity).

Long reads

Long-read (third-generation) platforms sequence single molecules without clonal amplification, producing reads of thousands to hundreds of thousands of bases 1:

Platform type How it reads
Real-time single-molecule (zero-mode waveguide) watches a single polymerase incorporate fluorescent nucleotides in a tiny well; repeated passes give high-accuracy consensus reads
Nanopore ratchets a DNA or RNA strand through a protein pore and reads changes in ionic current; portable devices exist

Why it matters:

  • Repeat expansions: a read longer than the repeat sizes it exactly (FMR1, C9orf72).
  • Structural variants, inversions, and complex rearrangements.
  • Phasing: whether two variants are on the same copy (cis) or opposite copies (trans), critical for compound heterozygosity in recessive disease.
  • Methylation read directly from the native DNA, without bisulfite.
  • Difficult regions: pseudogenes (CYP2D6, SMN1/SMN2) and highly repetitive DNA.

Per-base accuracy and cost have improved enough that long reads are moving into clinical genomes.

Quick check

What can long-read sequencing resolve that short reads struggle with?

What to take from this

Pyrosequencing dispenses one nucleotide at a time and reads light from released pyrophosphate; peak heights count bases and give quantitative methylation or mutant percentages. RNA-seq sequences cDNA for expression and, clinically, fusion detection. Long-read single-molecule platforms span repeats and structural variants, phase variants, and read methylation directly.

Lesson complete

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Bioinformatics for the Clinical Lab

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Sources for this lesson
  1. 1
    Lela Buckingham. Molecular Diagnostics: Fundamentals, Methods, and Clinical Applications. 3rd ed. F.A. Davis Company. 2019. verifiedThe standard clinical molecular-diagnostics textbook for MLS/MB programs; author holds MB DLM(ASCP). Covers nucleic-acid chemistry, techniques, lab operations, and applications across infectious disease, oncology, genetics, and identity. Primary topic reference for the ASCP MB program.

Further reading

  • Michael R. Green, Joseph Sambrook. Molecular Cloning: A Laboratory Manual. 4th ed. Cold Spring Harbor Laboratory Press. 2012. verifiedThe classic three-volume molecular-biology methods manual — authoritative for nucleic-acid isolation, electrophoresis, restriction digestion, labeling, and hybridization techniques. Standard-tier topic reference for the techniques courses.
  • Bruce Alberts, Rebecca Heald, Alexander Johnson, David Morgan, Martin Raff, Keith Roberts, Peter Walter. Molecular Biology of the Cell. 7th ed. W. W. Norton & Company. 2022. verifiedThe canonical cell/molecular biology textbook; used for nucleic-acid chemistry and the central dogma.