# Association of the Transmembrane Protease Serine 6 rs855791 Variant and Nongenetic Factors With Iron Deficiency Among Female Medical Students in Yogyakarta: Protocol for a Case-Control Study

**Authors:** Fenty Fenty, Erna Kristin, Tri Ratnaningsih, Supanji Supanji, Jajah Fachiroh, Dwi Aris Agung Nugrahaningsih

PMC · DOI: 10.2196/79555 · JMIR Research Protocols · 2025-10-29

## TL;DR

This study explores how a genetic variant and non-genetic factors contribute to iron deficiency in female medical students in Indonesia.

## Contribution

The study investigates the interaction between the TMPRSS6 rs855791 variant and nongenetic factors in iron deficiency among female medical students.

## Key findings

- The study will determine the association of the TMPRSS6 rs855791 variant with iron deficiency.
- It will assess the impact of sociodemographics, nutrition, and menstrual patterns on iron status.
- Findings may inform strategies to reduce iron deficiency in this population.

## Abstract

Iron deficiency is the most widespread nutritional deficiency worldwide, and it is the primary cause of anemia, particularly in low- and middle-income countries such as Indonesia. Iron deficiency has a multifactorial etiology involving complex interactions between genetic factors, especially the transmembrane protease serine 6 (TMPRSS6) rs855791 variant, which encodes matriptase-2, a protein involved in regulating hepcidin expression, and nongenetic factors, including sociodemographics, nutritional status, iron intake, and menstrual patterns. Women of reproductive age, including medical students, are susceptible to iron deficiency owing to unhealthy dietary habits, growth requirements, and menstruation. Iron deficiency among medical students may lead to decreased academic performance and productivity. Additionally, as future mothers, women may experience a heightened risk of delivering children with intellectual disabilities and various psychosocial impairments. Owing to the significant consequences of this condition, identifying the underlying causes of iron deficiency is crucial. The high prevalence of iron deficiency in Indonesia poses a challenge in addressing these contributing factors to effectively reduce its occurrence.

This study aims to investigate the association of the TMPRSS6 rs855791 variant and nongenetic factors with iron deficiency among female medical students in Yogyakarta, Indonesia.

This is a case-control study. We will recruit female medical students from the Faculty of Medicine, Public Health, and Nursing of Universitas Gadjah Mada in Yogyakarta, Indonesia. The inclusion criteria are being a final-year female undergraduate medical student who has not entered the clinical clerkship phase, aged 18 to 24 years, not pregnant, providing written consent, and having no history of chronic and inflammatory diseases, congenital diseases, hematological disorders, or blood transfusions during the last 3 months. Participants will be excluded if the C-reactive protein level is higher than 5 mg/L. Participants will be further grouped according to iron status criteria. Profiles of hemogram and iron markers will be compared between the case and control groups using the independent samples 2-tailed t test or the Mann-Whitney U test, while genotype and allele frequencies will be analyzed using the chi-square test. One-way ANOVA or the Kruskal-Wallis test will be used to assess the impact of different genotypes on iron marker levels. Multivariate analysis will be performed with logistic regression to determine factors independently associated with iron deficiency risk. P≤.05 will be considered statistically significant.

The study received funding in January 2025. Data collection began in February 2025 and is anticipated to conclude by October 2025. At the time of manuscript submission, 115 participants had been enrolled. The study findings are expected to be published in 2026.

This study will determine the interaction between the TMPRSS6 rs855791 variant and nongenetic factors that contribute to the risk of iron deficiency among female medical students in Yogyakarta, Indonesia.

DERR1-10.2196/79555

## Linked entities

- **Genes:** TMPRSS6 (transmembrane serine protease 6) [NCBI Gene 164656]
- **Proteins:** HAMP (hepcidin antimicrobial peptide)
- **Diseases:** anemia (MONDO:0002280)

## Full-text entities

- **Genes:** TMPRSS6 (transmembrane serine protease 6) [NCBI Gene 164656] {aka IRIDA, MT2}, HAMP (hepcidin antimicrobial peptide) [NCBI Gene 57817] {aka HEPC, HFE2B, LEAP1, PLTR}, CRP (C-reactive protein) [NCBI Gene 1401] {aka PTX1}
- **Diseases:** congenital diseases (MESH:D030342), intellectual disabilities (MESH:D008607), inflammatory diseases (MESH:D007249), Iron Deficiency (MESH:D000090463), nutritional deficiency (MESH:D044342), anemia (MESH:D000740), hematological disorders (MESH:D006402)
- **Chemicals:** iron (MESH:D007501)
- **Species:** Homo sapiens (human, species) [taxon 9606]
- **Mutations:** rs855791

## Full text

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## References

41 references — full list in the complete paper: https://tomesphere.com/paper/PMC12612643/full.md

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Source: https://tomesphere.com/paper/PMC12612643