Insight of Biology
Vol. 2 No. 1 (2026): Insight of Biology, March 2026

Analisis Biologi Terapan Berbasis Variabel Lingkungan dan Molekuler

Melati Permata (Fakultas Biologi, Universitas Gadjah Mada, Yogyakarta, Indonesia)
Bayu Rahman (Fakultas Biologi, Universitas Gadjah Mada, Yogyakarta, Indonesia)



Article Info

Publish Date
29 Mar 2026

Abstract

The advancement of applied biology based on molecular approaches has significantly improved the accuracy of environmental analysis. This study aims to examine the relationship between environmental variables and molecular responses of organisms as indicators of ecosystem change. The research applies an integrative approach using environmental DNA (eDNA), environmental RNA (eRNA), molecular biomarkers, and mass spectrometry techniques for environmental monitoring. Data were compiled from recent empirical studies demonstrating that eDNA-based methods achieve species-level detection accuracy exceeding 90%. In addition, molecular biomarkers enable the identification of pollutant exposure at the sub-cellular level prior to observable ecological impacts. The results indicate that environmental variables such as temperature, pH, and pollutant concentration show strong correlations with gene expression and microbial community dynamics. The integration of molecular and environmental data produces more accurate predictive models for detecting ecosystem degradation. This study confirms that molecular biology approaches play a critical role in developing precise, rapid, and sustainable biomonitoring systems for environmental management.

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Journal Info

Abbrev

inbio

Publisher

Subject

Agriculture, Biological Sciences & Forestry Biochemistry, Genetics & Molecular Biology Immunology & microbiology

Description

nsight of Biology (INBIO) is a scientific journal in biology that contains research results and literature studies. It managed and published by Lembaga Publikasi Ilmiah Nusantara. INBIO journal provides a platform for researchers, academics, professionals, practitioners and students to embed and ...