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Fragmentomics: Why Size Matters in Cancer Detection

DeepScan Marketing
7/20/2025
3 min read
Fragmentomics: Why Size Matters in Cancer Detection

It’s not just how much DNA is in the blood, but how long the pieces are. Learn how 'fragmentomics' allows us to spot cancer even when total DNA levels are normal.

Fragmentomics: Why Size Matters in Cancer Detection

In the early days of liquid biopsy, we focused solely on concentration: "High DNA = Bad."

Then we moved to mutation detection: "BRAF mutation = Bladder Cancer."

Now, we are entering the era of Fragmentomics. This approach looks not at what the DNA says, but how it looks—specifically, the physical length of the DNA strands floating in the plasma.

The "Beads on a String" Model

To understand fragment sizes, we have to look at how DNA is packaged.

DNA is roughly 2 meters long, squeezed into a microscopic nucleus. To fit, it is wound around protein spools called histones. A complex of 8 histones with DNA wrapped around it is called a nucleosome.

* The length of DNA wrapped around one nucleosome is ~147 base pairs (bp).
* With the little "linker" string connecting it to the next spool, the total unit is ~167 bp.

When a healthy cell dies via apoptosis (programmed death), enzymes cut the DNA neatly at the linker sections. This releases fragments into the blood that are almost exactly 167 bp long (or multiples like 334 bp).

The Cancer Shift: Shorter is Bad

Cancer cells are messy. They have different enzymes, different chromatin packing, and chaotic lifecycles. Studies in both human and veterinary medicine have observed a distinct phenomenon:

Circulating Tumor DNA (ctDNA) is shorter than healthy cfDNA.

* Healthy: Peak at 167 bp.
* Cancer: Shift toward shorter fragments, often <150 bp.

Research in dogs with hemangiosarcoma and oral melanoma (Favaro et al. 2022; Tagawa et al. 2023) has confirmed this "leftward shift" in fragment size distribution.

The DNA Integrity Index (DII)

We can quantify this using a metric called the DNA Integrity Index (DII).

* DII Calculation: Ratio of Long Fragments / Short Fragments.
* Interpretation: Because tumors produce an abundance of short fragments, a low DII (indicating high fragmentation) can be a biomarker for malignancy.

Why is this a game changer?

Imagine a dog with a small melanoma.
1. Total cfDNA: Might be normal (e.g., 0.8 ng/mL) because the tumor isn't shedding enough volume to raise the total concentration.
2. Mutation Test: Might be negative if the tumor doesn't have a known hotspot mutation.
3. Fragmentomics: The test sees that despite the normal amount of DNA, the proportion of tiny <150bp fragments is abnormally high.

This signal allows us to flag cancer cases that other methods might miss. It acts as a quality control and a sensitivity booster all in one.

The Future

Current commercial tests are beginning to incorporate fragment size analysis into their algorithms. In the near future, you might see a lab report that says:

> "Total cfDNA: Normal. Genomic Mutations: None. Fragment Profile: Abnormal (High Fragmentation). Suspicion of Malignancy: Moderate."

This nuance is the power of next-generation liquid biopsy.

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