Javascript must be enabled to continue!
A causal-based analysis on the role of seasonal climate patterns in dengue disease transmission
View through CrossRef
Vector-borne diseases transmitted by Aedes mosquitoes such as dengue, Zika, and chikungunya pose significant public health challenges worldwide in the wake of climate change. However, while their transmission is known to be susceptible to climate variables like temperature, rainfall or humidity, the overall role of large-scale climate patterns on the emergence of these diseases is not so well understood. Establishing the most important timeframes for Aedes-borne disease prediction and identifying climate patterns that drive its emergence can be key in the development of actionable, climate-based dengue prediction systems.In this work, we explore and analyse the response of the climate-driven component of Aedes-borne disease transmission. A timescale decomposition methodology characterises the main timescales over which processes condition transmissibility, while subsequent correlation and causality analyses identify the most relevant predictors for Aedes-borne diseases in the form of climate variability patterns.We find Aedes-borne disease transmission to be susceptible to multiple factors: Long-term climate trends have a significant impact on dengue suitability in the tropics, where El Niño Southern Oscillation and the Indian Ocean Basin amplify or dampen emergence based on the sign of their respective phases. Temperate regions are more susceptible to year-round climate variability, where multi-scale climate patterns, through teleconnections and compound interactions, can influence transmission dynamics. The results of this study highlight the multi-faceted role of climate patterns in disease emergence, as well as their potential applicability to better inform public health strategies to manage future outbreaks.
Title: A causal-based analysis on the role of seasonal climate patterns in dengue disease transmission
Description:
Vector-borne diseases transmitted by Aedes mosquitoes such as dengue, Zika, and chikungunya pose significant public health challenges worldwide in the wake of climate change.
However, while their transmission is known to be susceptible to climate variables like temperature, rainfall or humidity, the overall role of large-scale climate patterns on the emergence of these diseases is not so well understood.
Establishing the most important timeframes for Aedes-borne disease prediction and identifying climate patterns that drive its emergence can be key in the development of actionable, climate-based dengue prediction systems.
In this work, we explore and analyse the response of the climate-driven component of Aedes-borne disease transmission.
A timescale decomposition methodology characterises the main timescales over which processes condition transmissibility, while subsequent correlation and causality analyses identify the most relevant predictors for Aedes-borne diseases in the form of climate variability patterns.
We find Aedes-borne disease transmission to be susceptible to multiple factors: Long-term climate trends have a significant impact on dengue suitability in the tropics, where El Niño Southern Oscillation and the Indian Ocean Basin amplify or dampen emergence based on the sign of their respective phases.
Temperate regions are more susceptible to year-round climate variability, where multi-scale climate patterns, through teleconnections and compound interactions, can influence transmission dynamics.
The results of this study highlight the multi-faceted role of climate patterns in disease emergence, as well as their potential applicability to better inform public health strategies to manage future outbreaks.
Related Results
CLINICAL COURSE AND OUTCOME OF PATIENTS WITH DENGUE FEVER, DENGUE HEMORRHAGIC FEVER AND DENGUE SHOCK SYNDROME IN A TERTIARY CARE HOSPITAL IN RECENT ENDEMIC 2022
CLINICAL COURSE AND OUTCOME OF PATIENTS WITH DENGUE FEVER, DENGUE HEMORRHAGIC FEVER AND DENGUE SHOCK SYNDROME IN A TERTIARY CARE HOSPITAL IN RECENT ENDEMIC 2022
Background: Dengue fever cases have been increased almost 30-fold over last 50 years and now reaches an estimated 100 million clinically apparent infections annually. This rapid in...
Dengue spatial dynamics : the example of Northern Vietnam
Dengue spatial dynamics : the example of Northern Vietnam
Dynamique spatiale de la dengue : l'exemple du Nord Vietnam
Alors que l’épidémiologie de la dengue dans le sud du Vietnam est caractérisée par un régime d’hyper-end...
Spatial and epidemiologic features of dengue in Sabah, Malaysia
Spatial and epidemiologic features of dengue in Sabah, Malaysia
Abstract
In South East Asia, dengue epidemics have increased in size and geographical distribution in recent years. Most studies investigating de...
“The Earth Is Dying, Bro”
“The Earth Is Dying, Bro”
Climate Change and Children
Australian children are uniquely situated in a vast landscape that varies drastically across locations. Spanning multiple climatic zones—from cool tempe...
Role of C- reactive proteins and liver function tests in assessing the severity of dengue fever
Role of C- reactive proteins and liver function tests in assessing the severity of dengue fever
Abstract
Objective: To determine whether C-reactive protein and liver function tests can serve as severity markers for dengue fever.
Methods: The cross-sectional study ...
The east coast districts are the possible epicenter of severe dengue in Sabah
The east coast districts are the possible epicenter of severe dengue in Sabah
AbstractBackgroundMalaysia recorded the highest number of dengue cases between 2014 and 2017. There are 13 states and three federal territories in Malaysia, and each area varies in...
Incidence of dengue fever and its clinical profile during an outbreak in a rural area in Tamil Nadu
Incidence of dengue fever and its clinical profile during an outbreak in a rural area in Tamil Nadu
Background: In Southeast Asian countries, dengue is the major cause of pediatric morbidity and mortality and in that India reports the maximum number of cases. The annual incidence...
A Cros Sectional Study on the Plateletcrit and Platelet Indices in Different Forms of Dengue Fever
A Cros Sectional Study on the Plateletcrit and Platelet Indices in Different Forms of Dengue Fever
Background: Dengue fever is a viral disease caused by four different serotypes of dengue viruses from DENV, transmitted mostly by the Aedes aegypti mosquito. The disease has histor...

