The Invisible Map: How Scientists Are Predicting Heartworm Disease in a Changing Climate

Discover how ecological niche modeling predicts heartworm disease transmission in the Canary Islands and its future under climate change scenarios.

Ecological Niche Modeling One Health Climate Change Zoonotic Disease

The Silent Threat in Paradise

Imagine a parasite so adaptable it can thrive in one of the world's most diverse ecosystems—the Canary Islands. This isn't the plot of a science fiction novel but the reality of Dirofilaria immitis, commonly known as heartworm. This mosquito-borne nematode represents a growing threat to both animal and human health in this Spanish archipelago, which has become a natural laboratory for studying disease transmission in a warming world.

For decades, the Canary Islands have been known as a hyperendemic zone for heartworm, meaning infection rates here are among the highest in Europe. But what makes these islands so susceptible? And how is climate change altering the disease landscape? Scientists are now combining ecology, climatology, and veterinary medicine to answer these questions through an innovative approach called ecological niche modeling—creating "invisible maps" that predict where disease will strike next.

30 cm
Maximum length of adult heartworms
7 years
Lifespan in canine hosts
14°C
Temperature threshold for development

Heartworm 101: The Basics of a Complex Parasite

What is Heartworm?

Heartworm (Dirofilaria immitis) is a parasitic nematode that infects the pulmonary arteries and hearts of mammals. While dogs are the primary host, the parasite can also infect cats, ferrets, and even humans, making it a significant zoonotic concern. The parasite can grow up to 30 centimeters in length and survive in dogs for up to seven years, causing severe cardiovascular and respiratory damage 8 .

The Transmission Cycle
Mosquito bites an infected animal and ingests microscopic baby worms (microfilariae)
Development occurs within the mosquito over 10-14 days, transforming microfilariae into infective larvae
Transmission happens when the infected mosquito bites another animal, depositing larvae into the bloodstream
Migration and maturation occur as larvae travel to the heart and pulmonary arteries, reaching adulthood in approximately 6 months
Reproduction begins as adult females release new microfilariae into the bloodstream, continuing the cycle 8

Temperature plays a critical role in this process. The development of heartworm larvae within mosquitoes stops below 14°C, making climate a fundamental factor in determining where the disease can thrive 8 .

The Canary Islands: A Hyperendemic Hotspot

Why the Islands Are Vulnerable

The Canary Islands' unique combination of climatic conditions makes them exceptionally suitable for heartworm transmission. Located off the coast of Western Sahara, the archipelago enjoys mild temperatures year-round, moderated by oceanic influences. However, significant microclimates exist across the islands, creating patches of high and low transmission risk.

The western islands—including Tenerife, La Palma, La Gomera, and Gran Canaria—feature higher altitudes and more varied topography, which influences both temperature and mosquito habitat availability. The eastern islands—Lanzarote and Fuerteventura—are drier and less elevated, resulting in lower transmission rates 2 5 .

Canary Islands Heartworm Risk Map

Interactive visualization of transmission risk across the archipelago

Transmission Risk
High
Medium
Low

Prevalence Across the Archipelago

Island Prevalence in Dogs Classification Risk Level
Tenerife 17.32% Hyperendemic
Gran Canaria 16.03% Hyperendemic
La Palma 15.65% Hyperendemic
La Gomera 11.54% Hyperendemic
Fuerteventura 1.74% Low endemic
Lanzarote 0.99% Low endemic
El Hierro 0% Disease-free

2 5

The heterogeneous distribution of heartworm across the islands has puzzled scientists for decades. While some areas report infection rates exceeding 30% in dogs, others remain virtually disease-free. This patchwork pattern prompted researchers to investigate the environmental factors driving transmission 2 .

The Science of Prediction: Ecological Niche Modeling

What is Ecological Niche Modeling?

Ecological niche modeling (ENM) is a sophisticated scientific approach that predicts the geographic distribution of species based on environmental conditions they need to survive. In the case of heartworm, researchers don't just model the parasite itself, but also its mosquito vectors—primarily Culex theileri and Culex pipiens in the Canary Islands 2 5 .

The fundamental premise is simple but powerful: by understanding the environmental preferences of both the parasite and its vectors, scientists can map where transmission is most likely to occur. This approach has transformed our ability to predict disease outbreaks before they happen.

Modeling Disease Transmission

Ecological niche modeling integrates environmental data, vector distribution, and parasite biology

The Building Blocks of Transmission Risk

Habitat Suitability

Determined by environmental conditions that support mosquito breeding and survival

Temperature-dependent Development

The number of heartworm generations possible given local temperatures

Reservoir Host Availability

Primarily infected dogs that maintain the parasite in the environment

2

By combining these factors, researchers have created the first comprehensive risk model specifically designed for the Canary Islands' unique environment.

A Closer Look: The Key Experiment

Methodology: Mapping the Invisible Threat

In a groundbreaking 2023 study, researchers set out to develop a more accurate transmission risk model for heartworm in the Canary Islands. Their approach was meticulous and multi-faceted 2 5 :

Step 1: Data Collection
  • Gathered 19 environmental and bioclimatic variables including temperature, precipitation, humidity, and elevation
  • Collected mosquito distribution data across all islands
  • Compiled heartworm infection records from thousands of dogs across the archipelago
Step 2: Modeling Vector Habitat
  • Used MaxEnt 3.4 software to create ecological niche models for Culex mosquitoes
  • Processed environmental variables through ArcMap 10 geographic information system
  • Validated model predictions with actual mosquito collection data
Step 3: Modeling Parasite Development
  • Calculated the potential number of heartworm generations possible in different areas
  • Used temperature thresholds to determine development rates
  • Incorporated known biological parameters for D. immitis maturation
Step 4: Model Validation
  • Compared model predictions with actual infection data from dogs across all islands
  • Verified that high-risk areas correlated with known infection hotspots
  • Refined the model based on validation results
Step 5: Future Projections
  • Applied the validated model to climate scenarios for 2080
  • Used representative concentration pathways (RCPs) from IPCC climate models
  • Projected how risk patterns would shift under future climate conditions
Research Toolkit
Tool/Technique Function Application
Geographic Information Systems (ArcMap 10) Spatial analysis and mapping Processed environmental variables and created risk maps
MaxEnt 3.4 Software Ecological niche modeling Predicted suitable habitats for mosquito vectors
Climate Projection Models (IPCC RCPs) Future climate scenarios Projected how risk would change by 2080
Enzyme-linked Immunosorbent Assay (ELISA) Detecting heartworm infections Validated model predictions with actual infection data
Global Positioning System (GPS) Precise location mapping Georeferenced mosquito collection and infection sites

2 5

Revealing the Patterns: Findings and Future Projections

The Current Risk Landscape

The ecological niche model revealed clear patterns of transmission risk across the Canary Islands:

Coastal areas show the highest transmission risk due to favorable temperatures for mosquito development and parasite maturation
Midland regions experience moderate risk, with some areas suitable for transmission during warmer months
High-altitude zones have minimal risk because temperatures rarely support complete parasite development 2 5

Perhaps most importantly, the model demonstrated remarkable accuracy—the vast majority of infected dogs were located in areas predicted to be high-risk, validating the ecological niche modeling approach.

A Shifting Landscape: Climate Change Impacts

Looking toward the future, the researchers made a surprising discovery. While many assume climate change will dramatically expand heartworm territory, the projections for 2080 tell a more nuanced story:

Aspect of Change Projected Impact Implications
Overall area suitable for transmission Increase of only 5.02% Rather than dramatic expansion, distribution shifts
Optimal transmission zones Movement from coastal to midland areas Changing risk patterns require updated prevention strategies
Transmission season Lengthening in midland and highland areas Year-round prevention becomes more important
Geographic distribution Altitudinal shift rather than simple expansion New areas become at risk while some current areas may see reduced risk

2

The research indicates that the most significant impact of climate change won't be a simple expansion of heartworm territory, but rather a redistribution of risk zones. As temperatures warm, optimal transmission conditions will shift from coastal areas toward the midlands, creating new at-risk regions that were previously protected by cooler temperatures.

Projected Change in Heartworm Transmission Areas by 2080

Visualization of projected changes in transmission risk under different climate scenarios

Beyond Dogs: The Human Health Connection

The One Health Perspective

Heartworm exemplifies the "One Health" concept—the understanding that human, animal, and environmental health are inextricably linked. While humans are "dead-end hosts" for heartworm (the parasite rarely completes its life cycle), infection can still cause significant health issues, primarily pulmonary nodules that are often mistaken for tumors in diagnostic imaging 3 9 .

Recent research in Gran Canaria has revealed an even more surprising connection between heartworm and human health. A 2025 study found that owners of infected dogs showed a significantly higher prevalence of allergic diseases compared to owners of uninfected dogs. This suggests that exposure to the parasite—even without full infection—may trigger immune responses that increase susceptibility to allergies 6 .

Heartworm & Allergies Connection

Comparative prevalence of allergic diseases in owners of infected vs. uninfected dogs

Owners of infected dogs show higher allergy rates

The Feline Connection

Cats are also vulnerable to heartworm, though their infections differ from those in dogs. Feline heartworm disease often presents as Heartworm Associated Respiratory Disease (HARD), with symptoms easily mistaken for asthma. A 2023 study found that cats seropositive for heartworm were six times more likely to show hypersensitivity to environmental allergens, further supporting the parasite-allergy connection .

Conclusion: Prevention in a Changing World

The ecological niche modeling research in the Canary Islands represents a paradigm shift in how we approach heartworm prevention. By moving from reactive treatment to proactive prediction, veterinarians and public health officials can target prevention efforts more effectively than ever before.

Historical Success

76.4% reduction in heartworm prevalence in Gran Canaria (1994-2020)

3 9

Future Challenge

5.02% projected increase in transmission areas by 2080

2

The findings offer both warnings and reasons for hope. While climate change is shifting transmission patterns, the research demonstrates that strategic prevention can reduce heartworm prevalence even in hyperendemic areas. In Gran Canaria, concerted prevention efforts have already driven a remarkable decline in canine heartworm prevalence—from 67.02% in 1994 to 15.81% in 2020 3 9 .

As the climate continues to change, the "invisible maps" created through ecological niche modeling will become increasingly vital tools in protecting both animal and human health. The story of heartworm in the Canary Islands serves as a powerful reminder that in our interconnected world, understanding disease means understanding the complex relationships between parasites, hosts, vectors, and environment.

The future of disease prevention lies not just in treating the sick, but in understanding the ecological patterns that determine why some places become hotspots while others remain safe havens. Through this knowledge, we can work toward a world where heartworm—and other climate-sensitive diseases—lose their foothold, even as the planet changes around us.

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