Present and future distribution of bat hosts of sarbecoviruses: implications for conservation and public health.

Renata L Muylaert1 Tigga Kingston2 Jinhong Luo3 Maurício Humberto Vancine4 Nikolas Galli5 Colin J Carlson6 Reju Sam John1 Maria Cristina Rulli5 David T S Hayman1
Affiliations 6 institutions
  1. Massey University, Palmerston North, New Zealand.
  2. Texas Tech University, Lubbock, TX, USA.
  3. Central China Normal University, Wuhan, People's Republic of China.
  4. São Paulo State University, Rio Claro, Brazil.
  5. Politecnico di Milano, Milan, Italy.
  6. Georgetown University Medical Center, Washington, DC, USA.

Abstract

Global changes in response to human encroachment into natural habitats and carbon emissions are driving the biodiversity extinction crisis and increasing disease emergence risk. Host distributions are one critical component to identify areas at risk of viral spillover, and bats act as reservoirs of diverse viruses. We developed a reproducible ecological niche modelling pipeline for bat hosts of SARS-like viruses (subgenus Sarbecovirus), given that several closely related viruses have been discovered and sarbecovirus-host interactions have gained attention since SARS-CoV-2 emergence. We assessed sampling biases and modelled current distributions of bats based on climate and landscape relationships and project future scenarios for host hotspots. The most important predictors of species distributions were temperature seasonality and cave availability. We identified concentrated host hotspots in Myanmar and projected range contractions for most species by 2100. Our projections indicate hotspots will shift east in Southeast Asia in locations greater than 2°C hotter in a fossil-fuelled development future. Hotspot shifts have implications for conservation and public health, as loss of population connectivity can lead to local extinctions, and remaining hotspots may concentrate near human populations.

Supporting text Virus Host Location
climate change 10 diversity 11 ecological niche models 1 forecasting 4 SARS-like coronavirus 2 Chiroptera 371 Viruses 49 Animals 1948 COVID-19 425 Humans 1440 Public Health 17 SARS-CoV-2 453

Evidence records

1 total
Zoonotic Surveillance
1 records · 1 evidence types
Evidence type
1 records
OVE5979
Key finding

Ecological niche modelling of bat hosts of SARS-like viruses identified current distribution patterns and predicted reservoir host hotspots based on climate and landscape factors.

Virus
Host
Location
Not specified
Supporting text

We developed a reproducible ecological niche modelling pipeline for bat hosts of SARS-like viruses (subgenus Sarbecovirus). We assessed sampling biases and modelled current distributions of bats based on climate and landscape relationships and project future scenarios for host hotspots.

Method
ecological niche modelling