No Praise for Folly: Why Genomics Stumbles in the Hunt for Arterial Clot Secrets

Exploring why genomic research has succeeded with venous thrombosis but struggles with arterial clots

Introduction

Imagine you're a detective trying to solve a complex crime, but instead of a single culprit, you're faced with hundreds of minor suspects, each contributing just a small piece to the overall mystery. This is the fundamental challenge facing genomics in the realm of arterial thrombosis—the formation of dangerous blood clots that can trigger heart attacks and strokes. While genetic research has revolutionized our understanding of venous thrombosis (clots in veins), its application to arterial clots has proven far more elusive. This article explores the scientific reasons behind this discrepancy, examining why the "genomic revolution" has largely bypassed arterial thrombosis and what researchers are doing to overcome these hurdles.

Key Insight

Genomics excels at identifying strong, direct genetic effects but struggles with conditions where hundreds or thousands of genes each play a tiny role.

A Tale of Two Clots: Why Veins and Arteries Tell Different Genetic Stories

To understand why genomics has struggled with arterial clots, we must first recognize that not all clots are created equal. Venous and arterial thrombosis develop through fundamentally different biological processes, and these differences directly impact how much genetics can explain their formation.

Arterial Clots

Arterial clots typically form in fast-flowing blood vessels under high pressure. They usually begin when atherosclerotic plaque—a buildup of cholesterol, fat, and other substances—ruptures in the artery wall. The body perceives this rupture as an injury and responds by activating platelets, which clump together to form a clot 1 . This process is primarily mechanical and inflammatory, with genetics playing only an indirect role through factors that influence plaque development, blood pressure, and cholesterol levels.

Venous Clots

In contrast, venous clots often form when blood flow slows or stagnates in the low-pressure venous system, typically in the legs. This stagnation activates the body's coagulation system, causing blood to clot through a cascade of chemical reactions involving various clotting factors 1 . Many of these factors have strong genetic determinants, making venous thrombosis more directly influenced by specific genetic variations.

Key Differences Between Arterial and Venous Thrombosis

Characteristic Arterial Thrombosis Venous Thrombosis
Primary Location Heart, brain (arteries) Legs, lungs (veins)
Blood Flow Fast-moving, high pressure Slow-moving, low pressure
Key Risk Factors High blood pressure, high cholesterol, smoking, diabetes Surgery, immobility, genetic clotting disorders
Main Clot Composition Platelet-rich Fibrin-rich
Strength of Genetic Link Moderate (indirect) Strong (direct)

The Proven Genetic Link in Venous Thrombosis

The powerful genetic component in venous thrombosis is unmistakable. Recent research from Lund University in Sweden has identified three gene variants that, when combined, can increase the risk of venous blood clots by up to 180% 1 . These discoveries build upon the long-established knowledge of Factor V Leiden—a common genetic mutation that significantly elevates clot risk.

"In Sweden, almost half of all cases of venous thrombosis have a genetic explanation" - Professor Bengt Zöller 1

A Key Experiment: How Genomics Cracked the Venous Clot Code

To illustrate why genomics has been more successful with venous clots, let's examine the approaches researchers have used to identify key genetic factors.

Methodology: Mining Genetic Data from Thousands

A 2025 study published in Research and Practice in Thrombosis and Haemostasis demonstrates the powerful genomic approach that has proven so effective for venous thrombosis 1 . The research team:

  1. Analyzed genetic data from 30,000 participants in the population-based Malmö Kost Cancer study
  2. Selected 27 genes previously associated with clotting disorders
  3. Screened for variants in these genes across the study population
  4. Compared variant frequency between those who developed clots and those who didn't
  5. Calculated risk increases for individuals carrying different combinations of variants
Results and Analysis: The Power of Combined Variants

The researchers identified three specific gene variants—in the ABO, F8, and VWF genes—that significantly increased venous thrombosis risk. Each variant alone raised risk by 10-30%, but their combined effect was dramatic 1 .

How Genetic Variants Combine to Increase Venous Thrombosis Risk

Number of Risk Variants Carried Increased Risk of Venous Thrombosis
1 variant 10-30%
3 variants Approximately 90%
5 variants 180%

The critical finding was that multiple variants working together could increase risk nearly as much as the well-known Factor V Leiden mutation. Unlike arterial thrombosis, where genetic effects are diffuse, venous thrombosis presents with these clear, measurable genetic interactions.

This research also highlighted an important distinction: while Factor V Leiden is primarily found in people of European descent, the newly identified variants "are present in between five and fifty per cent of various populations around the globe" 1 , making them relevant across diverse ethnic groups.

The Scientist's Toolkit: Essential Gear for Genomic Discovery

Genomic research relies on specialized tools and technologies that enable scientists to read, interpret, and understand our genetic blueprint. Here are some key components of the genomic researcher's toolkit:

Tool Category Specific Examples Function in Research
Sequencing Technologies Next-Generation Sequencing (NGS), Whole Genome Sequencing Determine the precise order of nucleotides in DNA samples
Enzymes DNA polymerases, restriction enzymes, ligases Amplify, cut, and join DNA molecules for analysis
Reagents & Kits DNA extraction kits, PCR master mixes, purification kits Isolate, purify, and prepare genetic material for study
Analytical Instruments Mass spectrometers, qPCR machines Measure and quantify genetic and protein biomarkers
Computational Tools AI algorithms, deep neural networks, bioinformatics software Analyze massive genomic datasets and identify patterns
Market Growth

The global market for these tools is expanding rapidly, projected to grow from USD 40 billion in 2024 to USD 128 billion by 2035 8 .

AI Integration

AI-driven models can now process thousands of mass spectrometry spectra in seconds and identify single nucleotide polymorphisms with over 99.5% accuracy 8 .

Conclusion: A More Nuanced Genomic Future

The statement that "genomics will never be useful in arterial thrombosis" represents an overcorrection to earlier inflated expectations. While it's true that genomics has not revolutionized arterial thrombosis prediction and treatment in the way it has for venous disorders, this doesn't mean it has no role to play.

The future likely lies in integrated approaches that combine genetic information with other types of data.

As one research team noted, "Multi-omics integration is revolutionising the life sciences by providing a thorough, systems-level understanding of biological processes" 8 . This means combining genomic data with information about proteins (proteomics), metabolites (metabolomics), and environmental exposures to build a complete picture of arterial health.

Genomics may never provide the clear, simple answers for arterial thrombosis that it has for venous clots, but it remains a valuable tool in the medical research arsenal. Rather than a revolution, its contribution to understanding arterial disease will likely be incremental—part of a broader puzzle that includes lifestyle, environment, and countless other biological factors. In this more nuanced role, genomics may yet prove useful, just not in the ways we originally imagined.

References