Severity: Warning
Message: file_get_contents(https://...@gmail.com&api_key=61f08fa0b96a73de8c900d749fcb997acc09&a=1): Failed to open stream: HTTP request failed! HTTP/1.1 429 Too Many Requests
Filename: helpers/my_audit_helper.php
Line Number: 197
Backtrace:
File: /var/www/html/application/helpers/my_audit_helper.php
Line: 197
Function: file_get_contents
File: /var/www/html/application/helpers/my_audit_helper.php
Line: 271
Function: simplexml_load_file_from_url
File: /var/www/html/application/helpers/my_audit_helper.php
Line: 3145
Function: getPubMedXML
File: /var/www/html/application/controllers/Detail.php
Line: 575
Function: pubMedSearch_Global
File: /var/www/html/application/controllers/Detail.php
Line: 489
Function: pubMedGetRelatedKeyword
File: /var/www/html/index.php
Line: 316
Function: require_once
Background: Malaria remains one of the most significant global health challenges, particularly in tropical and subtropical regions. Despite ongoing control efforts, malaria transmission persists due to complex biological, environmental, and socio-economic factors. Traditional malaria models have primarily focused on vector-borne transmission, overlooking the growing importance of non-vector transmission pathways, such as blood transfusions, congenital transmission, and human-to-human transmission through healthcare settings.
Methods: A novel mathematical model was developed to integrate both vector-borne and non-vector transmission routes. The model expands the traditional Susceptible-Exposed-Infectious-Recovered (SEIR) framework by incorporating compartments for vaccinated and non-vector exposed human populations, as well as dynamics for both human and mosquito populations. Numerical simulations were performed using MATLAB to evaluate the impact of vaccination, vector control, non-vector control, and treatment strategies.
Results: The results indicate that vaccination significantly reduces susceptibility to malaria, with numerical simulations showing an approximate 43% reduction in the susceptible human population. However, vector control remains critical in limiting exposure, and non-vector transmission pathways including blood transfusions, congenital transmission, and direct human-to-human transmission pose a substantial risk even in regions with effective mosquito control. This underscores the need for integrated strategies that address both vector and non-vector transmission routes.
Conclusions: Combining vaccination efforts with robust vector control, improved healthcare practices, and stringent non-vector transmission prevention measures is essential to effectively reduce malaria transmission. Sustained interventions, including improved blood screening and safe medical practices, are necessary to prevent malaria resurgence, particularly in high-transmission settings. This model provides valuable insights into malaria dynamics and offers a framework for designing more effective public health policies and strategies for malaria eradication.
Download full-text PDF |
Source |
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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC11887401 | PMC |
http://dx.doi.org/10.1186/s12879-025-10653-8 | DOI Listing |
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