Evidence map›Paper›PMID 42231152›Full record

ArticleBMC microbiology2026

Pf41 serological profiling reveals potential malaria exposure in low transmission setting in the Menoreh Hills, Central Java, Indonesia.

M Ilyas, Mutiara Rizqi Yuwanita, Surya Natanegara, Muhammad Muzhaffar Daud, Aprillia Andika Rahayu, Derico Hitipeuw, Ajeng Dwi Wusono, Raisha Nuranindita, Fadhila Fitriana, Jadidan Hada Syahada and 7 more

Abstract read
In one paragraph

Article in BMC microbiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

17 authors.

M Ilyas *Department of Epidemiology and Tropical Diseases, Faculty of Public Health, Universitas Diponegoro, Semarang, 50275, Indonesia.
Mutiara Rizqi Yuwanita *Department of Epidemiology and Tropical Diseases, Faculty of Public Health, Universitas Diponegoro, Semarang, 50275, Indonesia.
Surya NatanegaraDepartment of Epidemiology and Tropical Diseases, Faculty of Public Health, Universitas Diponegoro, Semarang, 50275, Indonesia.
Muhammad Muzhaffar DaudDepartment of Epidemiology and Tropical Diseases, Faculty of Public Health, Universitas Diponegoro, Semarang, 50275, Indonesia.
Aprillia Andika RahayuDepartment of Epidemiology and Tropical Diseases, Faculty of Public Health, Universitas Diponegoro, Semarang, 50275, Indonesia.
Derico HitipeuwPublic Health Genomics Lab, Faculty of Public Health, Universitas Diponegoro, Semarang, 50275, Indonesia.
Ajeng Dwi WusonoDepartment of Epidemiology and Tropical Diseases, Faculty of Public Health, Universitas Diponegoro, Semarang, 50275, Indonesia.
Raisha NuraninditaPublic Health Genomics Lab, Faculty of Public Health, Universitas Diponegoro, Semarang, 50275, Indonesia.
Fadhila FitrianaDepartment of Tropical Medicine, School of Medicine, Kangwon National University, Chuncheon, 24341, Republic of Korea.
Jadidan Hada SyahadaDepartment of Tropical Medicine, School of Medicine, Kangwon National University, Chuncheon, 24341, Republic of Korea.
Bo-Young JeonDepartment of Epidemiology and Tropical Diseases, Faculty of Public Health, Universitas Diponegoro, Semarang, 50275, Indonesia.
Hojong JunDepartment of Epidemiology and Tropical Diseases, Faculty of Public Health, Universitas Diponegoro, Semarang, 50275, Indonesia.
Martini MartiniDepartment of Epidemiology and Tropical Diseases, Faculty of Public Health, Universitas Diponegoro, Semarang, 50275, Indonesia.
Dion Zein NuridzinDepartment of Biostatistics and Population Study, Faculty of Public Health, Universitas Diponegoro, Semarang, 50275, Indonesia.
Feng LuDepartment of Pathogen Biology and Immunology, School of Medicine, Yangzhou University, Yangzhou, 225009, People's Republic of China.
Jin-Hee HanDepartment of Epidemiology and Tropical Diseases, Faculty of Public Health, Universitas Diponegoro, Semarang, 50275, Indonesia. han.han@kangwon.ac.kr.
Fauzi MuhDepartment of Epidemiology and Tropical Diseases, Faculty of Public Health, Universitas Diponegoro, Semarang, 50275, Indonesia. fauzimuh010@gmail.com.

Funding

the National Research Foundation of Korea (NRF), funded by the Ministry of Education and the Ministry of Science and ICT (RS-2023-00240627) and (RS-2025-16069701) (J-HH)the Research and Community Service Program managed by the Directorate of Research and Community Service 2025 No. 066/C3/DT.05.00/PL/2025 - FM
6 · The paper itself

Abstract

backgroundPf41 serological profiling may serve as an additional sero-epidemiological tool to characterize past malaria exposure, particularly in low-transmission settings where routine parasitological methods have limited capacity to detect historical exposure. In the Menoreh Hills, Central Java, where malaria transmission is low and unstable, such profiling can reveal exposure history that are not captured by conventional parasitological methods. This study evaluates the utility of Pf41 antibody responses as an exposure marker in a low-transmission context, with the Menoreh Hills serving as an epidemiologically relevant field site.

methodsA cross-sectional seroepidemiological study was conducted from January to June 2025 in four malaria-endemic villages: Sedayu, Kemejing, Kembaran, and Wadas. Serum samples from 120 individuals in malaria endemic villages and 24 healthy non-exposed controls were analyzed for anti-Pf41 IgG antibodies using a protein microarray. Demographic and behavioral data were collected through structured questionnaires, and statistical analyses were performed to assess differences in antibody responses and their associations with demographic and exposure-related factors.

resultsThe results revealed a high overall Pf41 seropositivity rate of 71% (85/120) among individuals in malaria endemic villages, with marked heterogeneity across villages: Kembaran 93%, Sedayu 83%, Wadas 60%, and Kemejing 47%. Mean standardized MFI was significantly higher in all exposed groups compared to controls (p < 0.001). At the individual level, Pf41 antibody responses were significantly associated with selected behavioral factors in a site-specific manner. In Sedayu, behavioral factors showed a site-specific pattern, with frequent mosquito bites during outdoor activities at night being associated with higher Pf41 antibody levels. In Kemejing, higher antibody levels were observed among individuals who fed livestock at night. In the pooled analysis across all study sites, nighttime livestock feeding and the use of repellent was significantly associated with increased Pf41 antibody levels.

conclusionsThese findings indicate that serological evidence of past malaria exposure remains detectable in the Menoreh Hills despite a decline in reported clinical cases, with antibody responses varying across villages and reflecting differences in behavioral risk profiles. The integration of Pf41 serology into malaria surveillance systems could complement existing approaches by contributing to the identification of populations or areas with serological evidence of prior malaria exposure in low-transmission settings.

Indexed as

Antibodies, ProtozoanAntigens, ProtozoanMalariaMalaria, FalciparumPlasmodium falciparumAdolescentAdultChildChild, PreschoolCross-Sectional StudiesFemaleHumansImmunoglobulin GIndonesiaMaleMiddle AgedAntibodies, ProtozoanAntigens, ProtozoanImmunoglobulin GMalariaMenoreh HillsPf41Protein microarraySeroepidemiology

Identifiers

PMID42231152
PMCPMC13445857

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