Category Archives: b_original_articles

Original Articles

Effect of different oxygen concentrations and stocking density on the growth and development of Acipenser ruthenus in a recirculating aquaculture system

Nurbek Ginayatov1, Marklen Shukurov1, Dmitry Shumeyko2, Bekbol Sariyev1, Venera Arystangalieva2, Rauan Abdessan4*, Artem Brigida3, Alikhan Albekov1, Ayaulym Bexultan1

1Zhangir Khan West Kazakhstan Agrarian Technical University, Uralsk, 090009, Kazakhstan

2International Taraz University named Sherkhan Murtaza, Taraz, 080001, Kazakhstan

3All-Russian Research Institute of Breeding, Moscow, 141202, Russia

4College of Animal Science and Technology, Northwest A&F University, Yangling 712100, China

 

*Corresponding author’s email: rauanabdesan@nwafu.edu.cn

Received: 26 September 2025 / Revised: 09 December 2025 / Accepted: 22 December 2025 / Published Online: 17 January 2026

 

Abstract

 

This article presents the results of a 30-day study investigating the impact of varying oxygen concentrations and stocking densities on the growth and development of sterlet (Acipenser ruthenus) in a recirculating aquaculture system (RAS). As a result, it was established that a stocking density of 40 kg/m³ provides the best indicators of mass growth (relative increase of 55.6%, specific growth rate of 1.47%, absolute increase of 42.9 g, average daily increase of 1.43 g/day), which makes it optimal. High density (80 kg/m³) reduces growth by 17-21% compared to 40 kg/m³, which can be very important for production. Productivity is increased by density: maximum at 80 kg/m³ (114.4 kg/m³ and 91.5 kg/m²), then 60 kg/m³ (89.5 kg/m³ and 71.6 kg/m²) and minimum at 40 kg/m³ (61.8 kg/m³ and 49.4 kg/m²). The feed factor is minimal at 40 kg/m³ (1.23 units) and is increased to 1.29 units at 60 and 80 kg/m³, indicating a decrease in feed efficiency at higher densities. High stocking density (80 kg/m³) increases biomass gain and productivity (114.4 kg/m³, 91.5 kg/m²), but decreases individual gain and feed efficiency. Thus, the results of the studies showed that the optimal conditions for the normal growth and development of sterlet in recirculating aquaculture system (RAS) installations include the following parameters: a dissolved oxygen content of 8-10 mg/L and a stocking density of 40-60 kg/m³.

 

Keywords: Sterlet, Acipenser ruthenus, Dissolved oxygen, Stocking density, RAS

Phytotoxic effects of copper oxide nanoparticles on two Brassica species during the seedling stage

Olga G. Corales-Ultra1,2*, Sheryl Lozel B. Arreola2, Mariam C. Recuenco2, Lilia M. Fernando-Corpuz3, Amelia B. Hizon-Fradejas2

1Division of Natural Sciences and Mathematics, University of the Philippines Tacloban College, Tacloban City, Philippines

2Institute of Chemistry, College of Arts and Sciences, University of the Philippines Los Baños, Los Baños, Laguna, Philippines

3Institute of Crop Science, College of Agriculture and Food Science, University of the Philippines Los Baños, Los Baños, Laguna, Philippines

 

*Corresponding author’s email: ogcorales@up.edu.ph

Received: 19 September 2025 / Revised: 17 December 2025 / Accepted: 22 December 2025 / Published Online: 17 January 2026

 

Abstract

 

Nanotechnology has the potential to increase global food production. However, the widespread application of nanoparticles (NPs) in agriculture is relatively slow due to concerns on accumulation, translocation, and toxicity in food crops. One such NP is the Cu-based NPs since Cu is a micronutrient and exhibits antimicrobial and antifungal activities. In this study, the uptake of CuONP (vs. bulk CuO) and their toxicological effects in cabbage (Brassica oleracea L. var. capitata) and pechay (B. rapa L. var. chinensis) were investigated. High concentrations of CuONP and bulk CuO resulted in the overproduction of ROS, causing elevated catalase, ascorbate peroxidase, and malondialdehyde, which are consistent with the observed inhibition of seedling growth. All treatments, however, had no significant effect on levels of chlorophyll and carotenoids. AAS analysis confirmed that the phytotoxic symptoms may be attributed to the accumulation of Cu. Overall, results showed that CuONP is more toxic than bulk CuO in both crops, particularly in cabbage. The estimated TC50 values are 29.06 ± 1.75 mg/L for CuONP and 353.58 ± 16.41 mg/L for bulk CuO in cabbage, and 71.72 ± 3.03 mg/L for CuONP and 371.52 ± 22.79 mg/L for bulk CuO in pechay.  This study demonstrates that Cu-based NPs can be taken up by crop seedlings, indicating a potential pathway for entry into the food chain.

 

Keywords: Brassica species, Copper oxide nanoparticles, Oxidative stress, Phytotoxicity, Pigments

Impact of Ruthan date extract in alleviation of cypermethrin induced pancreatic toxicity via SiRT-1 and Cyto-c in rats

Shahad Alsunusi1, Taha A. Kumosani1,2,3, Etimad Huwait1,2, Soonham S. Yaghmoor2,3, Said S. Moselhy4*  

1Biochemistry Department, Faculty of Science, King Abdulaziz University, Jeddah, Saudi Arabia

2Experimental Biochemistry Unit, King Fahd Medical Research Center, King Abdulaziz University, Jeddah, Saudi Arabia

3Production of Bio-products for Industrial Application Research Group, King Abdulaziz University, Jeddah, Saudi Arabia

4Biochemistry Department, Faculty of Science, Ain Shams University, Cairo, Egypt

 

*Corresponding author’s email: moselhy6@hotmail.com

Received: 08 October 2025 / Revised: 11 December 2025 / Accepted: 22 December 2025 / Published Online: 16 January 2026

 

Abstract

 

Cypermethrin (CYPn) is a commonly used pesticide in agriculture and houses for insect’s control. We evaluated the pancreatic toxicity in rats exposed to CYPn and the protective   efficacy of Ruthana date extract (RDE) as against toxicity. In the current study, male Wister albino rats were allocated into five groups; (8 rats/group). Group I: Control, while rats in groups II-V were daily given 100 mg/ kg CYPn (1/10 LD50) orally for 4 weeks. Groups III, IV and V; rats were supplemented in the same time 100, 200 and 300 mg RDE/kg respectively. Data obtained showed that, phytochemical analysis of RDE showed its high content of catechin, naringenin and apigenin as major flavonoids content.  Also, rats given CYPn showed a significant elevation in fasting blood glucose, glycated hemoglobin (HA1c), malondialdehyde (MDA) and interleukin-6 (IL-6) levels while the insulin and GSH levels were significantly reduced (p< 0.001) compared with control. On the other hand, the activities of antioxidant enzymes (GST, GSPx and SOD) were increased in rats injected with CYPn versus control.  In addition, CYPn increased HOMA-IR, cytochrome c (Cyto-c), and reduced Sirtuin 1 level.  Rats treated with RDE restored these abnormalities with dose-dependent. Flavonoids (catechin, naringenin and apigenin) from RDE showed a protective effect against toxicity induced by CYPn via reduction of antioxidants activities, sirtuin 1, insulin sensitivity, reduction Cyto-c release and inflammatory mediators. It was concluded that, the active ingredients of RDE is promising in developing a safe protective agent against pancreatic toxicity and incidence of diabetogenesis induced by CYPn.

 

Keywords: Ruthana date, Cypermethrin, Insulin resistance, SIRT-1, Cytochrome c, Diabetes, Antioxidant, Rats

Enhancing carotenoid contents, antioxidant properties and cytotoxicity against human colon adenocarcinoma (HT-29) of gac aril juice (Momordica cochinchinensis Spreng) through kefir grain fermentation and hydrolytic enzyme treatment

Kessara Mungkunkoth1, Vijitra Luang-In1, Luchai Butkhup1, Issaraporn Somboonwatthanakul1, Manatchaya Sungsri-in1, Anuchita Moongngarm1, Ekapol Limpongsa2, Nyuk Ling Ma3, Sirirat Deeseenthum1*

1Natural Antioxidant Innovation Research Unit, Faculty of Technology, Mahasarakham University, Maha Sarakham 44150, Thailand

2College of Pharmacy, Rangsit University, Pathum Thani 12000, Thailand

3BIOSES Research Interest Group, Faculty of Science and Marine Environment, Universiti Malaysia Terengganu, 21030, Malaysia

 

*Corresponding author’s email: sirirat.d@msu.ac.th

Received: 29 July 2025 / Revised: 05 December 2025 / Accepted: 09 December 2025 / Published Online: 08 January 2026

 

Abstract

 

A tropical fruit, Gac (Momordica cochinchinensis Spreng), is valued for its high carotenoid content and antioxidant potential. This study investigated the physicochemical and biofunctional changes in Gac aril juice (GAJ) subjected to fermentation with 2% (w/v) kefir grain and enzymatic treatment using (2% v/v) food-grade pectinase or cellulase for 48 h under control conditions. Parameters assessed included pH, color, total dissolved solid, lycopene, β-carotene content (via HPLC), total flavonoid content, phenolics, antioxidant activity (DPPH, FRAP), volatile organic compounds (GC-MS), and cytotoxicity against HT-29 human colon cancer cells (MTT assay). Results revealed that both treatments significantly improved carotenoid content and antioxidant activity. Pectinase-treated juice showed the highest β-carotene and antioxidant levels, while kefir-fermented juice notably increased phenolic content and exhibited cytotoxic effects with an IC50 of 401.00 ± 1.76 µg/mL. Additionally, the volatile compound profile exhibited treatment-dependent changes in aroma. Morphological changes in HT-29 cells confirmed the cytotoxic effect of the fermented GAJ. This is the first report to demonstrate the cytotoxic potential of kefir-fermented GAJ against HT-29 cells, indicating its promise as a functional ingredient for value-added product development in the food and beverage sector.

 

Keywords: Cellulose, Pectinase, Lycopene, Flavonoids, β-carotene, Probiotic

Hydroponic lettuce production from a biofertilizer compound associated with mineral fertilization

Cátia Aparecida Simon1*, Evandro Chaves de Oliveira2, Alfredo Machado Pedroni1, Guilherme Guidini Pereira1, Gabriel da Costa Rangel1, Rodrigo Fraga Jegeski1, Wesley Nunes1, Sebastião Ferreira de Lima3, Gustavo Soares de Souza2, Ramon Amaro de Sales4, Marcos Antônio Dell´Orto Morgado2, Robson Ferreira de Almeida2, Sávio da Silva Berilli5

1Department of Agronomy, Integrated Faculties Espírito-Santenses (FAESA), CEP nº 29900-070, Linhares, Espírito Santo, Brazil

2Instituto Federal de Educação, Ciência e Tecnologia do Espírito Santo – Campus Itapina. Rodovia BR 259 – KM 70 – Trecho Colatina X Baixo Guandu Distrito de Itapina Zona Rural, CEP nº 29717-000, Epírito Santo, Brazil

3Universidade Federal de Mato Grosso do Sul – Campus Chapadão do Sul. Rodovia MS-306, Km105 – Zona Rural, CEP nº 79560-000, Chapadão do Sul, Mato Grosso do Sul, Brazil

4Veracel Celulose, VERACEL, Brazil

5Instituto Federal de Educação, Ciência e Tecnologia do Espírito Santo – Campus de Alegre. Rodovia ES-482 – Km 72 – Rive, CEP nº 29500-000, Alegre – Espírito Santo, Brazil

 

*Corresponding author’s email: catiasimonsimon@gmail.com

Received: 20 August 2025 / Revised: 21 November 2025 / Accepted: 10 December 2025 / Published Online: 08 January 2026

 

Abstract

 

Managing hydroponic lettuce with a nutrient solution enriched with biofertilizer can increase productivity and improve commercial product quality; however, few studies have addressed this topic. This study aimed to evaluate the effects of adding a biofertilizer to the nutrient solution of hydroponic lettuce grown in spring and winter. A randomized block experimental design was used with two nutritional treatments and two growing seasons, each with six replications. For nutrient supply, one treatment did not use biofertilizer, while the other included it. The biofertilizer is a compound based on fulvic acids, an amino acid complex, and alginic acid, applied at a dose of 1 liter per 1,000 liters of nutrient solution. The use of biofertilizer resulted in increases in red and green excitation fluorescence indices (SFR-R and SFR-G), total chlorophyll, flavonoids, and anthocyanins by 32.1%, 41.1%, 30.7%, 10.3%, and 3.5%, respectively, in the spring crop. For nitrogen balance in plants during spring cultivation, the use of biofertilizer promoted increases of 21.7% and 89.9% in red and green excitation nitrogen balance indices (NBI-G and NBI-R), respectively. The use of biofertilizer resulted in average gains, regardless of cultivation period, of 27.6% for root fresh mass, 74.0% for shoot fresh mass, and 11.7% for shoot diameter, as well as increases of 27.8% and 43.4% for stem diameter and number of leaves in spring cultivation. These positive effects indicate that the biofertilizer improves nutrient absorption and stress resistance, resulting in more robust plants with better commercial characteristics.

 

Keywords: Lactuca sativa L., Fulvic acids, Alginic acid, Amino acids, Hydroponics

Carbon capture – microbial fuel cell for energy, bacterial nanocellulose and nutraceuticals production from coconut processing waste

Watchareeya Thammasorn1, Kronsirinut Rothjanawan2, Pinkaew Siriwong3, Alisa Kongthong4, Pimprapa Chaijak4*

1Faculty of International School of Tourism, Surattani Rajabhat University, Surattani 84100, Thailand

2Department of Computer Engineering, Faculty of Engineering, Princess of Naradhiwas University, Naradhiwat 96000, Thailand

3Mathematics and Data Management Program, Faculty of Science and Digital Innovation, Thaksin University, Phatthalung 93210, Thailand

4Biotechnology Program, Faculty of Science and Digital Innovation, Thaksin University, Phatthalung 93210, Thailand

 

*Corresponding author’s email: pimprapa.c@tsu.ac.th

Received: 15 October 2025 / Revised: 04 December 2025 / Accepted: 09 December 2025 / Published Online: 23 December 2025

 

Abstract

 

Microbial fuel cells (MFCs) represent a promising biotechnological approach for sustainable electricity generation from waste substrates without combustion or secondary pollutant formation. In this study, a kombucha starter culture was employed to convert organic compounds in coconut processing waste into electricity within a carbon-capture MFC integrated with the green microalga Chlorella sp. BF03. The electrochemical performance of the MFC was evaluated according to Ohm’s law. By-products, carbon fixation rates, and degraded metabolites of the waste were also analyzed. The maximum current density and power density of the system were 6.40 ± 0.01 A/m2 and 0.77 ± 0.02 W/m2 respectively, with Komagataeibacter saccharivorans and Acetobacter tropicalis as the main bacterial cultures. No harmful compounds were detected among the degraded metabolites. The system achieved a maximum carbon fixation rate of 0.13 ± 0.00 g/L/day and a bacterial nanocellulose production rate of 0.54 ± 0.04 g/L/day accompanied by total chlorophyll a and b contents of 0.31 ± 0.01 µg/L and 0.32 ± 0.02 µg/L, respectively. Biomass extracts contained various nutraceuticals, including limonene, n-hexadecanoic acid, octadecanoic acid and vitamin E. These results demonstrate the potential of kombucha-based carbon-capture MFCs for integrated energy generation, waste valorization, and production of high-value bioproducts.

 

Keywords: Agricultural waste, By-product, Electricity generation, Fatty acid, SCOBY, Upcycling

Media and temperature effects on the allelopathic potential and chemical diversity of Fusarium pseudensiforme extract

Teeranai Poti1, Nutcha Manichart1, Mattana Tunchai1*, Pattharin Wichittrakarn2, Kaori Yoneyama3, Chamroon Laosinwattana4

1Department of Plant Production Technology, School of Agricultural Technology, King Mongkut’s Institute of Technology Ladkrabang, Bangkok 10520, Thailand
2International Academy of Aviation Industry, King Mongkut’s Institute of Technology Ladkrabang, Bangkok, 10520, Thailand
3Department of Biochemistry and Molecular Biology, Saitama University, Saitama, 338-8570, Japan
4Office of Administrative Interdisciplinary Program on Agricultural Technology, School of Agricultural Technology, King Mongkut’s Institute of Technology Ladkrabang, Bangkok 10520, Thailand

 

*Corresponding author’s email: mattana.tu@kmitl.ac.th

Received: 05 October 2025 / Revised: 06 December 2025 / Accepted: 09 December 2025 / Published Online: 23 December 2025

 

Abstract

 

Fungi produce phytotoxic metabolites that can be utilized in natural herbicide development, but fungal growth and metabolite production are influenced by numerous factors. This study investigated the chemical profiles of Fusarium pseudensiforme extracts under different culture conditions and evaluated their herbicidal potential against Phaseolus lathyroides. Crude ethyl acetate extracts were obtained from F. pseudensiforme grown in submerged fermentation using four culture media, potato dextrose broth (PDB), malt extract broth (MEB), Czapek Dox broth (CDB), and yeast extract sucrose broth (YSB), at 25-35 °C for 14 days. The results revealed that increasing incubation temperature led to a marked reduction in fungal growth, crude yield, and herbicidal efficacy across all media. Incubation at 25 °C resulted in the highest values for all parameters, particularly in YSB medium (p < 0.05). Morphological analysis of treated P. lathyroides seedlings indicated that YSB extract significantly inhibited hypocotyl and lateral root development. GC-MS analysis revealed that PDB, MEB, CDB, and YSB extract contained 34, 27, 23, and 18 chemical components, respectively, with 17 common across all media. These variations in chemical profiles likely contribute to the observed differences in phytotoxic performance. Notably, as incubation temperature increased, YSB extracts exhibited higher accumulation of alkylated benzene derivatives, which are known to exhibit low herbicidal activity, thereby reducing overall efficacy, highlighting temperature-induced alterations in metabolite biosynthesis. Taken together, these results provide insights that could facilitate the scaling up of fungal allelochemical production and enhance the practical application of fungal-derived natural herbicides in weed management.

 

Keywords: Allelochemical, Fungal allelopathy, Weed control, Chemical diversity, Fusarium pseudensiforme

Trait-phenomics and omics integration reveal cultivar-specific anatomical, metabolic, and transcriptomic adaptation of tropical apple to contrasting highland environments

Hardiyanto1, Nirmala F. Devy1*, Farida Yulianti1, Agus Sugiyatno1, Anang Triwiratno1, Mutia Erti Dwiastuti1, Mizu Istianto1, Agus Sutanto1, Sukartini1

1Research Center for Horticulture, National Research and Innovation Agency of Indonesia. Cibinong Science Center, Jalan Raya Bogor, KM. 46, Cibinong, West Java, Indonesia

 

*Corresponding author’s email: nfdevy@gmail.com

Received: 30 August 2025 / Revised: 23 November 2025 / Accepted: 09 December 2025 / Published Online: 23 December 2025

 

Abstract

 

Climate change intensifies microclimatic variability in tropical highlands, posing a serious challenge to apple (Malus domestica Borkh) cultivation in Indonesia. An integrative analysis combining leaf anatomy, exploratory metabolomic profiling, and gene expression was conducted to identify two tropical cultivar-specific adaptive mechanisms in contrasting highland sites: Bumiaji (1123 m asl, 18.5°C) and Tutur (1325 m asl, 22.2°C). Leaf anatomical traits showed strong genotype × environment interactions, with Anna–Tutur having the thickest palisade (116.0 µm) and spongy mesophyll (112.6 µm), and the highest stomatal density (381 stomata/mm²). Metabolomic profiling revealed that Anna was enriched in fatty acid derivatives, including tetracosanoic and cis-eicosenoic acids. In contrast, Manalagi reprogrammed sugar and antioxidant pathways, particularly in Bumiaji, with a specific focus on fructose/mannose metabolism (p = 0.0002). Gene expression analysis of six MADS-box genes showed consistent induction of AP1, AP3, and SOC1 in Manalagi, contrasting with the site-dependent plasticity observed in Anna. Fruit quality also diverged: Manalagi accumulated higher soluble solids (11.7 °Brix) and vitamin C (44.9 mg/100 g), while Anna exhibited higher acidity (2.8%) and firmness (8.2 kgf). These findings suggest that ‘Anna’ employs responsive plasticity suited to variable microclimates, in contrast, ‘Manalagi’ uses constitutive resilience for stable performance, providing evidence-based guidance for cultivar deployment in tropical highland production systems under climate change.

 

Keywords: Gene expression, Malus domestica, Multi-omics integration, Phenotypic plasticity, Tropical apple

Synergistic hormonal regulation of drought stress mitigation and recovery in Oryza sativa var. glutinous through abscisic acid and strigolactone

Diah Sudiarti1,3, Ari Satia Nugraha1,2, Wahyu Indra Duwi Fanata1,2, Hidayah Murtianingsih1,4, Ridho Rizkiantoro2, Dewi Nanda Agustin3, Tri Agus Siswoyo1,2*

1Doctor of Biotechnology Study Program, Graduate School, University of Jember, Jember 68121, Indonesia

2The Center of Excellence on Crop Industrial Biotechnology (PUI-PT BioTIn), University of Jember, Indonesia

3Biology Education, Faculty of Teacher Training and Education, Jember Islamic University, Indonesia

4Agriculture Faculty, Muhammadiyah University of Jember, Indonesia

 

*Corresponding author’s email: triagus.faperta@unej.ac.id

Received: 17 September 2025 / Revised: 29 November 2025 / Accepted: 09 December 2025 / Published Online: 23 December 2025

 

Abstract

 

Oryza sativa var. glutinous, a native rice variety, has the potential to serve as a source of value-added nutritious processed foods, but it has very limited cultivation due to limited tolerance to abiotic stresses, especially drought, which restricts its growth and development. This study investigated the interactive roles of abscisic acid (ABA) and strigolactone (SL) to alleviate drought stress and promote recovery (R) in Oryza sativa var. glutinous. Drought stress and recovery treatments consisted of ABA, SL, and a combination of both, which had previously been subjected to drought stress induced by PEG-6000. Observational traits involved morphological (shoot height, leaf number, root length, and root number). Biochemical and physiological assessments included chlorophyll a and b, total chlorophyll, carotenoids, proline, malondialdehyde (MDA), and hydrogen peroxide (H2O2). Then, changes in gene expression and enzyme activity of catalases (CAT), peroxidase (POD) and ascorbate peroxidases (APX) were assessed. The results showed that drought stress caused a decrease in total chlorophyll (4.46%) and an increase in proline (21.05%). The significant impact of oxidative stress was demonstrated by an increase in MDA (89%) and H₂O₂ (91%), as well as CAT, APX, and POD activity. During the recovery phase, the combination of SL and ABA was able to suppress the accumulation of MDA (44.64%) and H₂O₂ (20%), indicating a reduction in oxidative stress and restoration of membrane integrity. These results highlight the likely existence of an interaction between ABA and SL, which consequently affects not only the response to drought stress but also the recovery pathways.

 

Keywords: Abscisic acid, Strigolactone, Drought stress, Oryza sativa var. glutinous, Plant recovery, Resilience

Dose-dependent hematological effects of cadmium in wistar rats: peripheral blood indices as early biomarkers of toxicity

M.B. Yessenaliyeva1*, Z.B. Tungushbayeva1, K.O. Sharipov2

1Abai Kazakh National Pedagogical university, Almaty, Kazakhstan

2Aitkhozhin Institute of Molecular Biology and Biochemistry, Almaty, Kazakhstan

 

*Corresponding author’s email: meirimbakytkhankyzy@gmail.com

Received: 11 August 2025 / Revised: 5 November 2025 / Accepted: 21 November 2025 / Published Online: 23 December 2025

 

Abstract

 

Cadmium is a known environmental toxicant that affects various physiological systems, including hematopoiesis. This study aimed to assess the dose-dependent effects of cadmium on peripheral blood parameters in Wistar rats. Twenty four animals were assigned to four groups: control, permissible exposure limit (PEL), subtoxic and acute exposure. Cadmium was administered via drinking water over 28 days. Hematological analysis showed no statistically significant changes in the PEL group. However, rats exposed to subtoxic and acute doses exhibited marked reductions in red blood cell count, hemoglobin level, hematocrit and erythrocyte indices, demonstrating the development of microcytic hypochromic anemia. A biphasic pattern in leukocyte count was observed: leukocytosis in the PEL group and leukopenia in higher dose groups, suggesting immune modulation depending on dose. A significant decline in platelet counts was recorded under high-dose exposure, reflecting impaired thrombopoiesis. The results confirm that cadmium causes hematological alterations at doses exceeding environmental limits. Peripheral blood indices, particularly erythrocyte and platelet parameters, proved to be sensitive indicators of cadmium – induced toxicity. These findings emphasize the importance of including hematological screening in toxicological evaluations and ecological monitoring systems.

 

Keywords: Cadmium, Hematotoxicity, Wistar rats, Biomarker, Environmental toxicology