SEIRS-SEI Model of Malaria Disease with Application of Vaccines and Anti-Malarial Drugs

preprint OA: closed
Full text JSON View at publisher
AI-generated summary by claude@2026-07, 2026-07-16

This paper developed and analyzed a SEIRS-SEI mathematical model for malaria transmission, finding that increased vaccine and drug effectiveness reduces reproduction numbers and can eliminate the disease.

One-sentence paraphrase of the abstract; not a substitute for reading it. No clinical advice. How this works

AI-generated deep summary by claude@2026-07, 2026-07-16 · read from full text

This preprint studies a mathematical SEIRS-SEI model of malaria transmission, dividing humans into susceptible, exposed, infected, and recovered classes while dividing mosquitoes into susceptible, exposed, and infected classes. The model incorporates treatment interventions in humans through vaccines and anti-malarial drug therapy, and analyzes how these interventions affect disease transmission dynamics, including changes in the reproduction number. Numerical simulations indicate that increasing vaccine effectiveness and anti-malarial drug levels in humans reduces reproduction numbers and can lead to disease disappearance within a certain time window. A major caveat is that the work is presented as a Research Square preprint and not peer reviewed. The paper does not explicitly discuss endometriosis or adenomyosis; it was included in the corpus via a keyword match in the upstream search index.

Read from the paper's body, not the abstract. Not a substitute for reading the paper. No clinical advice. How this works

Abstract

Abstract This article discusses the mathematical model of SEIRS-SEI type malaria disease. Modification of the model is done by giving the treatment in humans, in the form of vaccines and anti-malarial drugs treatment. In this model, the human population is divided into four classes, namely susceptible human, exposed human, infected human, and recovered human. The mosquito population is divided into three classes, namely susceptible mosquito, exposed mosquito and infected mosquito. Furthermore, the analysis of the model to show the effect of treatment given to disease transmission. At the end of this article is provided numerical simulations to show the effectiveness of vaccines and anti-malarial drugs in humans to suppress the rate of transmission of disease. The simulation results show that the increase of vaccines effectiveness and anti-malarial drugs in humans can reduce the reproduction numbers, so that within a certain time the disease will disappear from the population.
Full text 10,027 characters · extracted from preprint-html · click to expand
SEIRS-SEI Model of Malaria Disease with Application of Vaccines and Anti-Malarial Drugs | Research Square window.SnipcartSettings = { analytics: { enabled: false } }; (function() { var accessVector = localStorage.getItem('access_vector') || ''; window.dataLayer = window.dataLayer || []; if (accessVector) { window.dataLayer.push({ user: { profile: { profileInfo: { snid: accessVector } } } }); } })(); (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src='https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);})(window,document,'script','dataLayer','GTM-K279D39R'); Browse Preprints In Review Journals COVID-19 Preprints AJE Video Bytes Research Tools Research Promotion AJE Professional Editing AJE Rubriq About Preprint Platform In Review Editorial Policies Our Team Advisory Board Help Center Sign In Submit a Preprint Cite Share Download PDF Research Article SEIRS-SEI Model of Malaria Disease with Application of Vaccines and Anti-Malarial Drugs Resmawan Resmawan This is a preprint; it has not been peer reviewed by a journal. https://doi.org/ 10.21203/rs.3.rs-533624/v1 This work is licensed under a CC BY 4.0 License Status: Posted Version 1 posted You are reading this latest preprint version Abstract This article discusses the mathematical model of SEIRS-SEI type malaria disease. Modification of the model is done by giving the treatment in humans, in the form of vaccines and anti-malarial drugs treatment. In this model, the human population is divided into four classes, namely susceptible human, exposed human, infected human, and recovered human. The mosquito population is divided into three classes, namely susceptible mosquito, exposed mosquito and infected mosquito. Furthermore, the analysis of the model to show the effect of treatment given to disease transmission. At the end of this article is provided numerical simulations to show the effectiveness of vaccines and anti-malarial drugs in humans to suppress the rate of transmission of disease. The simulation results show that the increase of vaccines effectiveness and anti-malarial drugs in humans can reduce the reproduction numbers, so that within a certain time the disease will disappear from the population. Mathematical and Theoretical Biology Applied Mathematics Epidemic Model Malaria SEIRS-SEI model Treatment Vaccines Full Text Cite Share Download PDF Status: Posted Version 1 posted You are reading this latest preprint version Research Square lets you share your work early, gain feedback from the community, and start making changes to your manuscript prior to peer review in a journal. As a division of Research Square Company, we’re committed to making research communication faster, fairer, and more useful. We do this by developing innovative software and high quality services for the global research community. Our growing team is made up of researchers and industry professionals working together to solve the most critical problems facing scientific publishing. Also discoverable on Platform About Our Team In Review Editorial Policies Advisory Board Help Center Resources Author Services Accessibility API Access RSS feed Manage Cookie Preferences © Research Square 2026 | ISSN 2693-5015 (online) Privacy Policy Terms of Service Do Not Sell My Personal Information {"props":{"pageProps":{"initialData":{"identity":"rs-533624","acceptedTermsAndConditions":true,"allowDirectSubmit":true,"archivedVersions":[],"articleType":"Research Article","associatedPublications":[],"authors":[{"id":28238767,"identity":"100f2f4c-fdff-4805-abb8-08a420ea7c5b","order_by":0,"name":"Resmawan Resmawan","email":"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAZAAAAAyAQMAAABI0h/eAAAABlBMVEX///8AAABVwtN+AAAACXBIWXMAAA7EAAAOxAGVKw4bAAAAzElEQVRIiWNgGAWjYDADfhiDjSGBSC2SDSRrMTgAZxLQYt7e/nTDzza7POMbuYdfMNTYMfCxE9Aic+aM2c3etuRisxt5aRYMx5IZ2Hge4NciIZHDdoN3G3Piths5ZgYMbAcY2CQI2CIh//zZzb/b6hM3zwBp+UeMFgkGs9u82w4nbpDIMX7A2EaMFp4cs9uy/44nzjjzxowhsS+Zh7Bf2I8/u/nmTHVif3uO8YcP3+zk5NsJ2IIMwE7iIV49EDB/IEn5KBgFo2AUjBgAAGA/QZzKOEz3AAAAAElFTkSuQmCC","orcid":"https://orcid.org/0000-0001-7921-2804","institution":"Universitas Negeri Gorontalo, Indonesia","correspondingAuthor":true,"submittingAuthor":false,"prefix":"","firstName":"Resmawan","middleName":"","lastName":"Resmawan","suffix":""}],"badges":[],"createdAt":"2021-05-17 04:53:40","currentVersionCode":1,"declarations":{"humanSubjects":false,"vertebrateSubjects":false,"conflictsOfInterestStatement":true,"humanSubjectEthicalGuidelines":false,"humanSubjectConsent":false,"humanSubjectClinicalTrial":false,"humanSubjectCaseReport":false,"vertebrateSubjectEthicalGuidelines":false,"coiExplicitlySet":false},"doi":"10.21203/rs.3.rs-533624/v1","doiUrl":"https://doi.org/10.21203/rs.3.rs-533624/v1","draftVersion":[],"editorialEvents":[],"editorialNote":"","failedWorkflow":false,"files":[{"id":13635507,"identity":"ff3c7655-2cbf-4f99-b0b4-85894dc75f5b","added_by":"auto","created_at":"2021-09-17 08:37:24","extension":"pdf","order_by":1,"title":"","display":"","copyAsset":false,"role":"manuscript-pdf","size":457089,"visible":true,"origin":"","legend":"","description":"","filename":"SEIRSSEIModelofMalariaDiseasewithApplicationofVaccinesandAntiMalarialDrugs.pdf","url":"https://assets-eu.researchsquare.com/files/rs-533624/v1_covered.pdf"},{"id":9446970,"identity":"a472c264-fda5-48ad-9f01-fd3191b50e54","added_by":"auto","created_at":"2021-05-21 18:06:18","extension":"pdf","order_by":1,"title":"","display":"","copyAsset":false,"role":"manuscript-pdf","size":465927,"visible":true,"origin":"","legend":"","description":"","filename":"SEIRSSEIModelofMalariaDiseasewithApplicationofVaccinesandAntiMalarialDrugs.pdf","url":"https://assets-eu.researchsquare.com/files/rs-533624/v1_covered.pdf"}],"financialInterests":"","formattedTitle":"\u003cp\u003eSEIRS-SEI Model of Malaria Disease with Application of Vaccines and Anti-Malarial Drugs\u003c/p\u003e","fulltext":[{"header":"Full Text","content":"This preprint is available for \u003ca href='/article/rs-533624/latest.pdf' target='_blank'\u003edownload as a PDF\u003c/a\u003e."}],"fulltextSource":"","fullText":"","funders":[],"hasAdminPriorityOnWorkflow":false,"hasManuscriptDocX":false,"hasOptedInToPreprint":true,"hasPassedJournalQc":"","hasAnyPriority":true,"hideJournal":true,"highlight":"","institution":"Universitas Negeri Gorontalo","isAcceptedByJournal":false,"isAuthorSuppliedPdf":true,"isDeskRejected":"","isHiddenFromSearch":false,"isInQc":false,"isInWorkflow":false,"isPdf":false,"isPdfUpToDate":true,"isWithdrawnOrRetracted":false,"journal":{"display":true,"email":"[email protected]","identity":"researchsquare","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":true,"externalIdentity":"","sideBox":"","snPcode":"","submissionUrl":"/submission","title":"Research Square","twitterHandle":"researchsquare","acdcEnabled":true,"dfaEnabled":false,"editorialSystem":"","reportingPortfolio":"","inReviewEnabled":false,"inReviewRevisionsEnabled":true},"keywords":"Epidemic Model, Malaria, SEIRS-SEI model, Treatment, Vaccines","lastPublishedDoi":"10.21203/rs.3.rs-533624/v1","lastPublishedDoiUrl":"https://doi.org/10.21203/rs.3.rs-533624/v1","license":{"name":"CC BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/"},"manuscriptAbstract":"\u003cp\u003eThis article discusses the mathematical model of SEIRS-SEI type malaria disease. Modification of the model is done by giving the treatment in humans, in the form of vaccines and anti-malarial drugs treatment. In this model, the human population is divided into four classes, namely susceptible human, exposed human, infected human, and recovered human. The mosquito population is divided into three classes, namely susceptible mosquito, exposed mosquito and infected mosquito. Furthermore, the analysis of the model to show the effect of treatment given to disease transmission. At the end of this article is provided numerical simulations to show the effectiveness of vaccines and anti-malarial drugs in humans to suppress the rate of transmission of disease. The simulation results show that the increase of vaccines effectiveness and anti-malarial drugs in humans can reduce the reproduction numbers, so that within a certain time the disease will disappear from the population.\u003c/p\u003e","manuscriptTitle":"SEIRS-SEI Model of Malaria Disease with Application of Vaccines and Anti-Malarial Drugs","msid":"","msnumber":"","nonDraftVersions":[{"code":1,"date":"2021-05-21 18:06:12","doi":"10.21203/rs.3.rs-533624/v1","editorialEvents":[{"type":"communityComments","content":0}],"status":"published","journal":{"display":true,"email":"[email protected]","identity":"researchsquare","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":true,"externalIdentity":"","sideBox":"","snPcode":"","submissionUrl":"/submission","title":"Research Square","twitterHandle":"researchsquare","acdcEnabled":true,"dfaEnabled":false,"editorialSystem":"","reportingPortfolio":"","inReviewEnabled":false,"inReviewRevisionsEnabled":true}}],"origin":"","ownerIdentity":"7f077e2c-4030-42b7-9e75-efbb8927ae86","owner":[],"postedDate":"May 21st, 2021","published":true,"recentEditorialEvents":[],"rejectedJournal":[],"revision":"","amendment":"","status":"posted","subjectAreas":[{"id":4470520,"name":"Mathematical and Theoretical Biology"},{"id":4470521,"name":"Applied Mathematics"}],"tags":[],"updatedAt":"2021-05-21T18:06:12+00:00","versionOfRecord":[],"versionCreatedAt":"2021-05-21 18:06:12","video":"","vorDoi":"","vorDoiUrl":"","workflowStages":[]},"version":"v1","identity":"rs-533624","journalConfig":"researchsquare"},"__N_SSP":true},"page":"/article/[identity]/[[...version]]","query":{"redirect":"/article/rs-533624","identity":"rs-533624","version":["v1"]},"buildId":"cBFmMYwuxLRRLfASyISRj","isFallback":false,"isExperimentalCompile":false,"dynamicIds":[84888],"gssp":true,"scriptLoader":[]}

Text is read by the "Ask this paper" AI Q&A widget below. Extraction quality varies by source — PMC NXML preserves structure cleanly, OA-HTML may include some navigation residue, and OA-PDF can have broken hyphenation. The publisher copy (via DOI) is the canonical version.

My notes (saved in your browser only)

Ask this paper AI returns verbatim quotes from the full text · source: preprint-html

Answers must be backed by verbatim quotes from this paper's full text. Hallucinated quotes are dropped automatically; if no verbatim passage answers the question, we say so. How this works

Citation neighborhood (no data yet)

We don't have any in-corpus citations linked to this paper yet. The paper's references may be in our DB but unresolved to ``paper_id`` (resolution happens at ingest when the cited DOI matches a row we already have). Run the cross-source citation reconcile pass to retry.

Source provenance

europepmc
last seen: 2026-05-19T01:45:01.086888+00:00