Combined Effects of Polyethylene Microplastics and Biochar on Chlorophyll Content in Wheat (Triticum aestivum)

Combined Effects of Polyethylene Microplastics and Biochar on Chlorophyll Content in Wheat (Triticum aestivum) | 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 Combined Effects of Polyethylene Microplastics and Biochar on Chlorophyll Content in Wheat (Triticum aestivum) Viplav Anand, Prof. Rimjhim Sheel This is a preprint; it has not been peer reviewed by a journal. https://doi.org/ 10.21203/rs.3.rs-8128099/v1 This work is licensed under a CC BY 4.0 License Status: Published Journal Publication published 23 Dec, 2025 Read the published version in Journal of Biotechnology and Bioinformatics → Version 1 posted You are reading this latest preprint version Abstract Microplastic contamination in agricultural soils is an emerging concern for crop health and productivity. This study investigated the short-term (21-day) effects of polyethylene (PE) microplastics and wood biochar, both individually and in combination, on the chlorophyll content of wheat ( Triticum aestivum ) seedlings grown under semi-natural outdoor conditions. Eight treatments were established: control (S), three PE concentrations (S + PE 0.5%, 1%, and 2%), biochar alone (S + B), and three combined PE + biochar treatments (S + B + PE 0.5%, 1%, and 2%). Chlorophyll content was determined spectrophotometrically from the third fully expanded leaf. PE microplastic exposure led to slight, non-significant reductions in chlorophyll, indicating minor physiological stress, whereas biochar significantly enhanced pigment levels. Combined PE + biochar treatments restored chlorophyll content close to control values, demonstrating biochar’s capacity to mitigate microplastic-induced stress. These findings highlight biochar’s potential as a practical soil amendment for sustaining early plant physiological stability in microplastic-contaminated soils. Botany Polyethylene microplastics biochar wheat chlorophyll photosynthesis stress mitigation Figures Figure 1 Figure 2 1. Introduction Microplastic pollution in soil ecosystems has become a growing concern for agricultural sustainability worldwide (Bläsing & Amelung, 2018 ; Chae & An, 2018 ; Steinmetz et al., 2016 ). Polyethylene (PE) microplastics, primarily derived from mulch films, irrigation pipes, and packaging residues, are frequently detected in agricultural soils and can alter soil physical structure, microbial activity, and nutrient cycling (Hüffer et al., 2018 ; Steinmetz et al., 2016 ; Bläsing & Amelung, 2018 ). Such changes may influence key physiological processes in plants, including photosynthesis and chlorophyll biosynthesis (Liu et al., 2021 ; Ma et al., 2016 ; Wang et al., 2020 ). Microplastics can also modify the transport and bioavailability of co-contaminants (Hüffer et al., 2018 ), and several studies report interactions between plastics and hydrophobic organic contaminants (HOCs), such as polycyclic aromatic hydrocarbons (PAHs), which can intensify stress responses in plants (Ahammed et al., 2012 ; Ma et al., 2016 ; McCarrick et al., 2019 ). Oxidative stress and altered antioxidant defenses are frequently observed under such combined exposures (Shen et al., 2017 ). Chlorophyll, the primary photosynthetic pigment, serves as a sensitive indicator of plant physiological status; its reduction reflects early oxidative or metabolic stress (Shen et al., 2017 ; Li et al., 2021 ). Biochar—a carbon-rich soil amendment produced by biomass pyrolysis—has been widely reported to improve soil fertility, water retention, and microbial activity (Zulfiqar et al., 2022 ; Li et al., 2024 ). Its high porosity and surface functionality enable the adsorption of organic contaminants and may reduce the bioavailability or reactivity of microplastics in soil (Su et al., 2024 ; Li et al., 2024 ). Collectively, these properties make biochar a promising amendment for mitigating contaminant- and microplastic-induced stress in plants (Zulfiqar et al., 2022 ; Wu et al., 2024 ; Miao et al., 2023 ). The present study investigates the short-term effects of polyethylene microplastics on the chlorophyll content of wheat ( Triticum aestivum ) seedlings and evaluates whether biochar application can mitigate microplastic-induced physiological stress. We further examine early impacts on plant vigor and discuss possible mechanistic pathways underlying these interactions (Hüffer et al., 2018 ; Rillig & Bonkowski, 2018 ). 2. Materials and Methods 2.1 Experimental Design A pot experiment was conducted at Ganga Devi Mahila College, Kankarbagh, Patna, Bihar (25.594° N, 85.150° E) to evaluate the effects of polyethylene (PE) microplastics and wood biochar on chlorophyll content in wheat ( Triticum aestivum L., variety PBW-550), a winter ( rabi ) crop commonly grown in Bihar. The study was carried out from 14 October 2024 to 4 November 2024, when daily temperatures ranged from 20–32°C, with relative humidity around 60–65%. The experiment was set up outdoors in a wood-framed structure (2 m × 1.5 m × 1.5 m) covered with a transparent plastic sheet to protect the pots from rainfall while allowing natural sunlight. Pots were placed directly on the ground to simulate natural microclimatic and microbial conditions. Eight treatments were applied in a completely randomized design (CRD), each with three replicates: Control (Soil only), Soil + 0.5% PE microplastics, Soil + 1% PE microplastics, Soil + 2% PE microplastics, Soil + Biochar, Soil + Biochar + 0.5% PE, Soil + Biochar + 1% PE, Soil + Biochar + 2% PE. Each pot contained 700 g of air-dried soil. The experiment lasted 21 days from sowing to harvest. 2.2 Soil Collection and Preparation Topsoil (0–20 cm) was collected from an agricultural field near the college campus. The soil was air-dried, crushed, and passed through a 2 mm sieve. The soil was not sterilized, in order to maintain native microbial communities. Physicochemical properties of the soil were: pH 7.2, organic carbon 0.92%, total nitrogen 0.08%, available phosphorus 25 mg kg⁻¹, and potassium 110 mg kg⁻¹, classifying it as sandy-loam. 2.3 Microplastic Preparation and Application Low-density polyethylene (LDPE) microplastics were obtained by shredding clean agricultural mulch films to < 2 mm particle size (Sajjad et al., 2022 ). Microplastics were incorporated into the soil at 0.5%, 1%, and 2% w/w (equivalent to 3.5 g, 7 g, and 14 g per 700 g soil, respectively). 2.4 Biochar Characteristics and Application Commercial wood-derived biochar (purchased online from an agricultural supplier) was applied at 2% w/w (14 g per 700 g soil). According to the manufacturer, the biochar had pH 9.1, carbon content 72%, and specific surface area 320 m² g⁻¹ (Li et al., 2024 ; Zulfiqar et al., 2022 ). The biochar was thoroughly mixed into the soil prior to sowing. 2.5 Seed Sowing and Growth Conditions Certified wheat seeds were surface-sterilized with 1% sodium hypochlorite for 5 min, rinsed, and air-dried. Thirty seeds were sown per pot, later thinned to 25 uniform seedlings after germination. Pots were watered daily with deionized water to maintain approximately 70% field capacity. No fertilizers or chemical additives were used. 2.6 Selection of Leaf Samples for Chlorophyll Estimation At harvest (day 21), the third fully expanded leaf counted from the apex (youngest growing tip) was collected from three representative seedlings per pot, selected for uniform size and absence of visible stress symptoms (necrosis or chlorosis) (Shen et al., 2017 ). The selected leaves were pooled to form a single composite sample per replicate. This ensured consistent physiological age of sampled leaves across treatments. 2.7 Chlorophyll Estimation Chlorophyll content was determined following Arnon ( 1949 ). Fresh leaves (0.2 g) were homogenized in 10 mL of 80% acetone, centrifuged at 5000 rpm for 5 min at 4°C, and the supernatant absorbance was measured at 663 nm and 645 nm using a UV-Vis spectrophotometer. Chlorophyll a, chlorophyll b, and total chlorophyll were calculated as: Chl a (mg·g⁻¹ FW) = 12.7 × A663 − 2.69 × A645, Chl b (mg·g⁻¹ FW) = 22.9 × A645 − 4.68 × A663, Total Chl (mg·g⁻¹ FW) = Chl a + Chl b. Where A663 = absorbance at 663 nm and A645 = absorbance at 645 nm. The final results were expressed as mg chlorophyll per gram of fresh leaf weight (mg·g⁻¹ FW). 2.8 Data Analysis Mean ± standard deviation (SD) was calculated using Microsoft Excel. One-way ANOVA followed by Tukey’s HSD test was performed using a Python script in Google Colab, assisted by ChatGPT-generated code (Miao et al., 2023 ). Graphs were plotted directly in Google Colab using Python libraries. 3. Results 3.1 Plant Growth Observations All treatments showed healthy germination and early growth. Visual observations indicated that PE-treated pots had slightly reduced vigor compared to the control, whereas biochar-amended pots displayed greener foliage and better turgor. This observation aligns with reports of biochar improving nutrient and water availability, leading to enhanced leaf color and photosynthetic activity (Zulfiqar et al., 2022 ; Wu et al., 2024 ) 3.2 Chlorophyll Content Average chlorophyll content after 21 days is summarized in Table 1 . A small reduction in total chlorophyll (approx. 2–3%) was observed with increasing PE concentrations; similar small declines have been observed in short-term PE exposure studies (Liu et al., 2021 ; Huffer et al., 2019). Biochar alone increased chlorophyll by approximately 6% relative to the control, consistent with previous reports showing that biochar enhances chlorophyll content and photosynthetic performance in wheat and other cereals (Zulfiqar et al., 2022 ; Wu et al., 2024 ). Combined PE + biochar treatments restored chlorophyll close to control values, indicating partial mitigation (Su et al., 2024 ; Miao et al., 2023 ) Table 1: Mean ± SD of total chlorophyll content of wheat seedlings under different treatments. Measurements were taken from the third fully expanded leaf to ensure consistent physiological age of leaves across treatments. 3.3 Statistical Outcomes The one-way ANOVA showed no statistically significant differences among treatments (p > 0.05). However, as illustrated in Fig. 2 , the data exhibit a clear directional pattern: chlorophyll content gradually declined with increasing microplastic concentration, suggesting early physiological stress despite the lack of statistical significance. Such subtle, non-significant pigment responses have also been reported in short-term microplastic exposure studies (Liu et al., 2021 ; Wang et al., 2019 ). Additionally, the combined biochar + PE treatments showed a slight upward shift in chlorophyll values relative to the PE-only treatments, indicating a modest restorative trend toward control levels. A small reduction in variability was also observed in biochar-amended treatments, suggesting more stable chlorophyll responses compared to PE-only soils. Furthermore, the highest microplastic concentration (2%) consistently produced the lowest mean chlorophyll values across replicates, reinforcing the concentration-dependent pattern visible in the dataset. 4. Discussion Short-term exposure (21 days) to PE microplastics up to 2% w/w produced only marginal decreases in chlorophyll content in wheat seedlings. The one-way ANOVA revealed no statistically significant differences among treatments (p > 0.05), but a clear trend of decreasing chlorophyll content with increasing microplastic concentration was apparent (Fig. 2 ). This suggests that even low-level exposure may induce subtle physiological stress in seedlings, consistent with previous short-term microplastic studies where pigment changes remain minor during early growth stages (Liu et al., 2021 ; Wang et al., 2019 ). Similar subtle physiological responses have been documented in plants exposed to organic pollutants, where stress effects appear directionally but remain statistically non-significant in the short term (Ahammed et al., 2012 ; Shen et al., 2017 ). The effects of microplastics on chlorophyll can be influenced by particle size, polymer type, and co-contaminants, which may explain the modest responses observed (Hüffer et al., 2018 ; Ma et al., 2016 ; Chae & An, 2018 ). Biochar consistently improved chlorophyll levels in our experiment. Its beneficial effect can be attributed to its chemical and physical properties (pH 9.1, carbon content 72%, surface area 320 m² g⁻¹), which enhance nutrient retention and water availability (Li et al., 2024 ; Zulfiqar et al., 2022 ). These improvements were observed even in outdoor pots under semi-natural conditions, suggesting that biochar can support higher photosynthetic pigment content despite natural fluctuations in temperature and light. Similar improvements in photosynthetic activity and stress resilience have been reported in crops treated with biochar under abiotic stress conditions (Zulfiqar et al., 2022 ; Sajjad et al., 2022 ). Moreover, biochar’s porous surfaces can absorb hydrophobic organic contaminants and modulate interactions with microplastics, reducing the bioavailability of phytotoxic compounds (Su et al., 2024 ; Li et al., 2024 ). Combined biochar + PE treatments tended to restore chlorophyll toward control levels, highlighting biochar’s mitigating potential under semi-field conditions. This aligns with findings from other studies where biochar reduced pollutant bioavailability and improved plant performance under contaminant stress (Miao et al., 2023 ; Wu et al., 2024 ). The magnitude of mitigation is context-specific, influenced by biochar feedstock, pyrolysis temperature, microplastic properties, and co-occurring contaminants (Li et al., 2024 ; Rillig & Bonkowski, 2018 ). Such context specificity is likely more pronounced in outdoor conditions, where environmental fluctuations and soil microbial dynamics can modulate plant responses compared to controlled laboratory experiments (Steinmetz et al., 2016 ; Bläsing & Amelung, 2018 ). The subtle decline in chlorophyll with increasing microplastic concentration suggests that wheat seedlings may experience low-level oxidative or physiological stress, which may not immediately manifest as statistically significant differences. Early-stage stress responses, such as altered pigment biosynthesis or minor disruptions in photosynthetic efficiency, have been reported under short-term microplastic or organic pollutant exposure (Liu et al., 2021 ; Wang et al., 2019 ; McCarrick et al., 2019 ). These early physiological changes could accumulate over longer growth periods, potentially affecting overall plant vigor, biomass accumulation, and yield if exposure persists (Li et al., 2021 ; Ahammed et al., 2012 ). The consistent ameliorative effect of biochar indicates its potential role as a practical soil amendment to counteract microplastic-induced stress. Its nutrient retention, water-holding capacity, and pollutant sorption properties likely contribute to maintaining photosynthetic function under challenging conditions (Su et al., 2024 ; Li et al., 2024 ; Wu et al., 2024 ). The combined treatment data emphasize that integrating biochar into agricultural soils contaminated with microplastics may serve as a proactive strategy to safeguard early plant growth stages (Miao et al., 2023 ; Sajjad et al., 2022 ). Future research should focus on longer-duration field trials to monitor cumulative effects of microplastic exposure on wheat growth, including reproductive stages and yield parameters. Additionally, evaluating interactive effects with hydrophobic organic contaminants, heavy metals, and microbial communities will provide a comprehensive understanding of biochar’s mitigation potential under realistic environmental scenarios (Wang et al., 2020 ; Miao et al., 2023 ; Steinmetz et al., 2016 ). 5. Conclusion Short-term exposure (21 days) to polyethylene microplastics up to 2% w/w produced only minor, statistically non-significant reductions in chlorophyll content in wheat seedlings grown under semi-natural outdoor conditions. These subtle, directional decreases suggest early physiological stress responses that may intensify with prolonged exposure. In contrast, wood biochar consistently enhanced chlorophyll levels and partially offset the minor stress effects induced by microplastics. Combined PE + biochar treatments restored chlorophyll content close to control levels, demonstrating biochar’s potential as a mitigating soil amendment under real-world environmental conditions. The interaction between microplastics and biochar appears to be context-dependent, influenced by factors such as material properties, soil conditions, and exposure duration. Overall, these findings highlight the applicability of biochar beyond controlled laboratory settings, suggesting that it can enhance early plant physiological stability in microplastic-affected soils. Future studies should extend exposure durations, test diverse biochar types, and evaluate combined contaminant interactions to assess cumulative effects on plant growth, yield, and soil health under long-term field conditions. References Ahammed GJ, Wang MM, Zhou YH, Xia XJ, Mao WH, Shi K, Yu JQ (2012) The growth, photosynthesis and antioxidant defense responses of five vegetable crops to phenanthrene stress. 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07:39:43","extension":"html","order_by":12,"title":"","display":"","copyAsset":false,"role":"acdc-reference","size":64319,"visible":true,"origin":"","legend":"","description":"","filename":"earlyproof.html","url":"https://assets-eu.researchsquare.com/files/rs-8128099/v1/bff8a3af9bad24e6f9087045.html"},{"id":96143232,"identity":"01ee494a-9751-45dd-a2f3-e0f0a3e0d27b","added_by":"auto","created_at":"2025-11-18 05:58:22","extension":"jpeg","order_by":1,"title":"Figure 1","display":"","copyAsset":false,"role":"figure","size":2613109,"visible":true,"origin":"","legend":"\u003cp\u003eRepresentative wheat seedlings grown in outdoor pots placed on the ground inside a wood-framed, plastic-covered structure at Ganga Devi Mahila College, Patna. Seedlings are shown for different treatments: control (S), biochar alone (S+B), PE microplastics alone (S+PE 0.5%, 1%, 2%), and combined treatments (S+B+PE 0.5%, 1%, 2%). Photographs were taken at Days 5, 10, 15, and 21 to illustrate changes in leaf color and vigor.\u003c/p\u003e","description":"","filename":"floatimage1.jpeg","url":"https://assets-eu.researchsquare.com/files/rs-8128099/v1/c4dfc0b4892bd6a62c4d5d5f.jpeg"},{"id":96143236,"identity":"af3660be-7208-4e41-8915-161c3c79c0dd","added_by":"auto","created_at":"2025-11-18 05:58:22","extension":"png","order_by":2,"title":"Figure 2","display":"","copyAsset":false,"role":"figure","size":35913,"visible":true,"origin":"","legend":"\u003cp\u003eBoxplot showing the distribution of total chlorophyll content in wheat seedlings under different treatments. Treatments include control (S), biochar alone (S+B), PE microplastics alone (S+PE 0.5%, 1%, 2%), and combined treatments (S+B+PE 0.5%, 1%, 2%).\u003c/p\u003e","description":"","filename":"floatimage3.png","url":"https://assets-eu.researchsquare.com/files/rs-8128099/v1/bd176c6fc3b0b7d56d85547a.png"},{"id":105401996,"identity":"f351f4f8-3af0-4c7b-9991-168a903e757f","added_by":"auto","created_at":"2026-03-25 15:30:43","extension":"pdf","order_by":0,"title":"","display":"","copyAsset":false,"role":"manuscript-pdf","size":3308449,"visible":true,"origin":"","legend":"","description":"","filename":"manuscript.pdf","url":"https://assets-eu.researchsquare.com/files/rs-8128099/v1/1163df1c-b833-4310-a4e0-d4eaaf93ee2c.pdf"}],"financialInterests":"The authors declare no competing interests.","formattedTitle":"\u003cp\u003eCombined Effects of Polyethylene Microplastics and Biochar on Chlorophyll Content in Wheat (Triticum aestivum)\u003c/p\u003e","fulltext":[{"header":"1. Introduction","content":"\u003cp\u003eMicroplastic pollution in soil ecosystems has become a growing concern for agricultural sustainability worldwide (Bl\u0026auml;sing \u0026amp; Amelung, \u003cspan citationid=\"CR3\" class=\"CitationRef\"\u003e2018\u003c/span\u003e; Chae \u0026amp; An, \u003cspan citationid=\"CR4\" class=\"CitationRef\"\u003e2018\u003c/span\u003e; Steinmetz et al., \u003cspan citationid=\"CR15\" class=\"CitationRef\"\u003e2016\u003c/span\u003e). Polyethylene (PE) microplastics, primarily derived from mulch films, irrigation pipes, and packaging residues, are frequently detected in agricultural soils and can alter soil physical structure, microbial activity, and nutrient cycling (H\u0026uuml;ffer et al., \u003cspan citationid=\"CR5\" class=\"CitationRef\"\u003e2018\u003c/span\u003e; Steinmetz et al., \u003cspan citationid=\"CR15\" class=\"CitationRef\"\u003e2016\u003c/span\u003e; Bl\u0026auml;sing \u0026amp; Amelung, \u003cspan citationid=\"CR3\" class=\"CitationRef\"\u003e2018\u003c/span\u003e). Such changes may influence key physiological processes in plants, including photosynthesis and chlorophyll biosynthesis (Liu et al., \u003cspan citationid=\"CR8\" class=\"CitationRef\"\u003e2021\u003c/span\u003e; Ma et al., \u003cspan citationid=\"CR9\" class=\"CitationRef\"\u003e2016\u003c/span\u003e; Wang et al., \u003cspan citationid=\"CR18\" class=\"CitationRef\"\u003e2020\u003c/span\u003e).\u003c/p\u003e\u003cp\u003eMicroplastics can also modify the transport and bioavailability of co-contaminants (H\u0026uuml;ffer et al., \u003cspan citationid=\"CR5\" class=\"CitationRef\"\u003e2018\u003c/span\u003e), and several studies report interactions between plastics and hydrophobic organic contaminants (HOCs), such as polycyclic aromatic hydrocarbons (PAHs), which can intensify\u003c/p\u003e\u003cp\u003estress responses in plants (Ahammed et al., \u003cspan citationid=\"CR1\" class=\"CitationRef\"\u003e2012\u003c/span\u003e; Ma et al., \u003cspan citationid=\"CR9\" class=\"CitationRef\"\u003e2016\u003c/span\u003e; McCarrick et al., \u003cspan citationid=\"CR10\" class=\"CitationRef\"\u003e2019\u003c/span\u003e). Oxidative stress and altered antioxidant defenses are frequently observed under such combined exposures (Shen et al., \u003cspan citationid=\"CR14\" class=\"CitationRef\"\u003e2017\u003c/span\u003e).\u003c/p\u003e\u003cp\u003eChlorophyll, the primary photosynthetic pigment, serves as a sensitive indicator of plant physiological status; its reduction reflects early oxidative or metabolic stress (Shen et al., \u003cspan citationid=\"CR14\" class=\"CitationRef\"\u003e2017\u003c/span\u003e; Li et al., \u003cspan citationid=\"CR6\" class=\"CitationRef\"\u003e2021\u003c/span\u003e). Biochar\u0026mdash;a carbon-rich soil amendment produced by biomass pyrolysis\u0026mdash;has been widely reported to improve soil fertility, water retention, and microbial activity (Zulfiqar et al., \u003cspan citationid=\"CR20\" class=\"CitationRef\"\u003e2022\u003c/span\u003e; Li et al., \u003cspan citationid=\"CR7\" class=\"CitationRef\"\u003e2024\u003c/span\u003e). Its high porosity and surface functionality enable the adsorption of organic contaminants and may reduce the bioavailability or reactivity of microplastics in soil (Su et al., \u003cspan citationid=\"CR16\" class=\"CitationRef\"\u003e2024\u003c/span\u003e; Li et al., \u003cspan citationid=\"CR7\" class=\"CitationRef\"\u003e2024\u003c/span\u003e). Collectively, these properties make biochar a promising amendment for mitigating contaminant- and microplastic-induced stress in plants (Zulfiqar et al., \u003cspan citationid=\"CR20\" class=\"CitationRef\"\u003e2022\u003c/span\u003e; Wu et al., \u003cspan citationid=\"CR19\" class=\"CitationRef\"\u003e2024\u003c/span\u003e; Miao et al., \u003cspan citationid=\"CR11\" class=\"CitationRef\"\u003e2023\u003c/span\u003e).\u003c/p\u003e\u003cp\u003eThe present study investigates the short-term effects of polyethylene microplastics on the chlorophyll content of wheat (\u003cem\u003eTriticum aestivum\u003c/em\u003e) seedlings and evaluates whether biochar application can mitigate microplastic-induced physiological stress. We further examine early impacts on plant vigor and discuss possible mechanistic pathways underlying these interactions (H\u0026uuml;ffer et al., \u003cspan citationid=\"CR5\" class=\"CitationRef\"\u003e2018\u003c/span\u003e; Rillig \u0026amp; Bonkowski, \u003cspan citationid=\"CR12\" class=\"CitationRef\"\u003e2018\u003c/span\u003e).\u003c/p\u003e"},{"header":"2. Materials and Methods","content":"\u003cdiv id=\"Sec3\" class=\"Section2\"\u003e\u003ch2\u003e2.1 Experimental Design\u003c/h2\u003e\u003cp\u003eA pot experiment was conducted at Ganga Devi Mahila College, Kankarbagh, Patna, Bihar (25.594\u0026deg; N, 85.150\u0026deg; E) to evaluate the effects of polyethylene (PE) microplastics and wood biochar on chlorophyll content in wheat (\u003cem\u003eTriticum aestivum\u003c/em\u003e L., variety PBW-550), a winter (\u003cem\u003erabi\u003c/em\u003e) crop commonly grown in Bihar. The study was carried out from 14 October 2024 to 4 November 2024, when daily temperatures ranged from 20\u0026ndash;32\u0026deg;C, with relative humidity around 60\u0026ndash;65%.\u003c/p\u003e\u003cp\u003eThe experiment was set up outdoors in a wood-framed structure (2 m \u0026times; 1.5 m \u0026times; 1.5 m) covered with a transparent plastic sheet to protect the pots from rainfall while allowing natural sunlight. Pots were placed directly on the ground to simulate natural microclimatic and microbial conditions.\u003c/p\u003e\u003cp\u003eEight treatments were applied in a completely randomized design (CRD), each with three replicates: Control (Soil only), Soil\u0026thinsp;+\u0026thinsp;0.5% PE microplastics, Soil\u0026thinsp;+\u0026thinsp;1% PE microplastics, Soil\u0026thinsp;+\u0026thinsp;2% PE microplastics, Soil\u0026thinsp;+\u0026thinsp;Biochar, Soil\u0026thinsp;+\u0026thinsp;Biochar\u0026thinsp;+\u0026thinsp;0.5% PE, Soil\u0026thinsp;+\u0026thinsp;Biochar\u0026thinsp;+\u0026thinsp;1% PE, Soil\u0026thinsp;+\u0026thinsp;Biochar\u0026thinsp;+\u0026thinsp;2% PE. Each pot contained 700 g of air-dried soil. The experiment lasted 21 days from sowing to harvest.\u003c/p\u003e\u003c/div\u003e\u003cdiv id=\"Sec4\" class=\"Section2\"\u003e\u003ch2\u003e2.2 Soil Collection and Preparation\u003c/h2\u003e\u003cp\u003eTopsoil (0\u0026ndash;20 cm) was collected from an agricultural field near the college campus. The soil was air-dried, crushed, and passed through a 2 mm sieve. The soil was not sterilized, in order to maintain native microbial communities. Physicochemical properties of the soil were: pH 7.2, organic carbon 0.92%, total nitrogen 0.08%, available phosphorus 25 mg kg⁻\u0026sup1;, and potassium 110 mg kg⁻\u0026sup1;, classifying it as sandy-loam.\u003c/p\u003e\u003c/div\u003e\u003cdiv id=\"Sec5\" class=\"Section2\"\u003e\u003ch2\u003e2.3 Microplastic Preparation and Application\u003c/h2\u003e\u003cp\u003eLow-density polyethylene (LDPE) microplastics were obtained by shredding clean agricultural mulch films to \u0026lt;\u0026thinsp;2 mm particle size (Sajjad et al., \u003cspan citationid=\"CR13\" class=\"CitationRef\"\u003e2022\u003c/span\u003e). Microplastics were incorporated into the soil at 0.5%, 1%, and 2% w/w (equivalent to 3.5 g, 7 g, and 14 g per 700 g soil, respectively).\u003c/p\u003e\u003c/div\u003e\u003cdiv id=\"Sec6\" class=\"Section2\"\u003e\u003ch2\u003e2.4 Biochar Characteristics and Application\u003c/h2\u003e\u003cp\u003eCommercial wood-derived biochar (purchased online from an agricultural supplier) was applied at 2% w/w (14 g per 700 g soil). According to the manufacturer, the biochar had pH 9.1, carbon content 72%, and specific surface area 320 m\u0026sup2; g⁻\u0026sup1; (Li et al., \u003cspan citationid=\"CR7\" class=\"CitationRef\"\u003e2024\u003c/span\u003e; Zulfiqar et al., \u003cspan citationid=\"CR20\" class=\"CitationRef\"\u003e2022\u003c/span\u003e). The biochar was thoroughly mixed into the soil prior to sowing.\u003c/p\u003e\u003c/div\u003e\u003cdiv id=\"Sec7\" class=\"Section2\"\u003e\u003ch2\u003e2.5 Seed Sowing and Growth Conditions\u003c/h2\u003e\u003cp\u003eCertified wheat seeds were surface-sterilized with 1% sodium hypochlorite for 5 min, rinsed, and air-dried. Thirty seeds were sown per pot, later thinned to 25 uniform seedlings after germination. Pots were watered daily with deionized water to maintain approximately 70% field capacity. No fertilizers or chemical additives were used.\u003c/p\u003e\u003c/div\u003e\u003cdiv id=\"Sec8\" class=\"Section2\"\u003e\u003ch2\u003e2.6 Selection of Leaf Samples for Chlorophyll Estimation\u003c/h2\u003e\u003cp\u003eAt harvest (day 21), the third fully expanded leaf counted from the apex (youngest growing tip) was collected from three representative seedlings per pot, selected for uniform size and absence of visible stress symptoms (necrosis or chlorosis) (Shen et al., \u003cspan citationid=\"CR14\" class=\"CitationRef\"\u003e2017\u003c/span\u003e). The selected leaves were pooled to form a single composite sample per replicate. This ensured consistent physiological age of sampled leaves across treatments.\u003c/p\u003e\u003c/div\u003e\u003cdiv id=\"Sec9\" class=\"Section2\"\u003e\u003ch2\u003e2.7 Chlorophyll Estimation\u003c/h2\u003e\u003cp\u003eChlorophyll content was determined following Arnon (\u003cspan citationid=\"CR2\" class=\"CitationRef\"\u003e1949\u003c/span\u003e). Fresh leaves (0.2 g) were homogenized in 10 mL of 80% acetone, centrifuged at 5000 rpm for 5 min at 4\u0026deg;C, and the supernatant absorbance was measured at 663 nm and 645 nm using a UV-Vis spectrophotometer. Chlorophyll a, chlorophyll b, and total chlorophyll were calculated as: Chl a (mg\u0026middot;g⁻\u0026sup1; FW)\u0026thinsp;=\u0026thinsp;12.7 \u0026times; A663\u0026thinsp;\u0026minus;\u0026thinsp;2.69 \u0026times; A645, Chl b (mg\u0026middot;g⁻\u0026sup1; FW)\u0026thinsp;=\u0026thinsp;22.9 \u0026times; A645\u0026thinsp;\u0026minus;\u0026thinsp;4.68 \u0026times; A663,\u003c/p\u003e\u003cp\u003eTotal Chl (mg\u0026middot;g⁻\u0026sup1; FW)\u0026thinsp;=\u0026thinsp;Chl a\u0026thinsp;+\u0026thinsp;Chl b. Where A663\u0026thinsp;=\u0026thinsp;absorbance at 663 nm and A645\u0026thinsp;=\u0026thinsp;absorbance at 645 nm. The final results were expressed as mg chlorophyll per gram of fresh leaf weight (mg\u0026middot;g⁻\u0026sup1; FW).\u003c/p\u003e\u003c/div\u003e\u003cdiv id=\"Sec10\" class=\"Section2\"\u003e\u003ch2\u003e2.8 Data Analysis\u003c/h2\u003e\u003cp\u003eMean\u0026thinsp;\u0026plusmn;\u0026thinsp;standard deviation (SD) was calculated using Microsoft Excel. One-way ANOVA followed by Tukey\u0026rsquo;s HSD test was performed using a Python script in Google Colab, assisted by ChatGPT-generated code (Miao et al., \u003cspan citationid=\"CR11\" class=\"CitationRef\"\u003e2023\u003c/span\u003e). Graphs were plotted directly in Google Colab using Python libraries.\u003c/p\u003e\u003c/div\u003e"},{"header":"3. Results","content":"\u003cdiv id=\"Sec12\" class=\"Section2\"\u003e\n \u003ch2\u003e3.1 Plant Growth Observations\u003c/h2\u003e\n \u003cp\u003eAll treatments showed healthy germination and early growth. Visual observations indicated that\u003c/p\u003e\n \u003cp\u003ePE-treated pots had slightly reduced vigor compared to the control, whereas biochar-amended pots displayed greener foliage and better turgor. This observation aligns with reports of biochar improving nutrient and water availability, leading to enhanced leaf color and photosynthetic activity (Zulfiqar et al., \u003cspan class=\"CitationRef\"\u003e2022\u003c/span\u003e; Wu et al., \u003cspan class=\"CitationRef\"\u003e2024\u003c/span\u003e)\u003c/p\u003e\n\u003c/div\u003e\n\u003cdiv id=\"Sec13\" class=\"Section2\"\u003e\n \u003ch2\u003e3.2 Chlorophyll Content\u003c/h2\u003e\n \u003cp\u003eAverage chlorophyll content after 21 days is summarized in Table \u003cspan class=\"InternalRef\"\u003e1\u003c/span\u003e. A small reduction in total chlorophyll (approx. 2\u0026ndash;3%) was observed with increasing PE concentrations; similar small declines have been observed in short-term PE exposure studies (Liu et al., \u003cspan class=\"CitationRef\"\u003e2021\u003c/span\u003e; Huffer et al., 2019).\u003c/p\u003e\n \u003cp\u003eBiochar alone increased chlorophyll by approximately 6% relative to the control, consistent with previous reports showing that biochar enhances chlorophyll content and photosynthetic performance in wheat and other cereals (Zulfiqar et al., \u003cspan class=\"CitationRef\"\u003e2022\u003c/span\u003e; Wu et al., \u003cspan class=\"CitationRef\"\u003e2024\u003c/span\u003e). Combined PE\u0026thinsp;+\u0026thinsp;biochar treatments restored chlorophyll close to control values, indicating partial mitigation (Su et al., \u003cspan class=\"CitationRef\"\u003e2024\u003c/span\u003e; Miao et al., \u003cspan class=\"CitationRef\"\u003e2023\u003c/span\u003e)\u003c/p\u003e\n \u003cp\u003e\u003cstrong\u003eTable 1:\u003c/strong\u003e Mean \u0026plusmn; SD of total chlorophyll content of wheat seedlings under different treatments. Measurements were taken from the third fully expanded leaf to ensure consistent physiological age of leaves across treatments.\u003c/p\u003e\u003cem\u003e\u003cimg 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\"\u003e\u0026nbsp;\u003c/em\u003e\n\u003c/div\u003e\n\u003cdiv id=\"Sec14\" class=\"Section2\"\u003e\n \u003ch2\u003e3.3 Statistical Outcomes\u003c/h2\u003e\n \u003cp\u003eThe one-way ANOVA showed no statistically significant differences among treatments (p\u0026thinsp;\u0026gt;\u0026thinsp;0.05). However, as illustrated in Fig. \u003cspan class=\"InternalRef\"\u003e2\u003c/span\u003e, the data exhibit a clear directional pattern: chlorophyll content gradually declined with increasing microplastic concentration, suggesting early physiological stress despite the lack of statistical significance. Such subtle, non-significant pigment responses have also been reported in short-term microplastic exposure studies (Liu et al., \u003cspan class=\"CitationRef\"\u003e2021\u003c/span\u003e; Wang et al., \u003cspan class=\"CitationRef\"\u003e2019\u003c/span\u003e).\u003c/p\u003e\n \u003cp\u003eAdditionally, the combined biochar\u0026thinsp;+\u0026thinsp;PE treatments showed a slight upward shift in chlorophyll values relative to the PE-only treatments, indicating a modest restorative trend toward control levels. A small reduction in variability was also observed in biochar-amended treatments, suggesting more stable chlorophyll responses compared to PE-only soils.\u003c/p\u003e\n \u003cp\u003eFurthermore, the highest microplastic concentration (2%) consistently produced the lowest mean chlorophyll values across replicates, reinforcing the concentration-dependent pattern visible in the dataset.\u003c/p\u003e\n \u003cp\u003e\u003cbr\u003e\u003c/p\u003e\n\u003c/div\u003e"},{"header":"4. Discussion","content":"\u003cp\u003eShort-term exposure (21 days) to PE microplastics up to 2% w/w produced only marginal decreases in chlorophyll content in wheat seedlings. The one-way ANOVA revealed no statistically significant differences among treatments (p\u0026thinsp;\u0026gt;\u0026thinsp;0.05), but a clear trend of decreasing chlorophyll content with increasing microplastic concentration was apparent (Fig.\u0026nbsp;\u003cspan refid=\"Fig2\" class=\"InternalRef\"\u003e2\u003c/span\u003e). This suggests that even low-level exposure may induce subtle physiological stress in seedlings, consistent with previous short-term microplastic studies where pigment changes remain minor during early growth stages (Liu et al., \u003cspan citationid=\"CR8\" class=\"CitationRef\"\u003e2021\u003c/span\u003e; Wang et al., \u003cspan citationid=\"CR17\" class=\"CitationRef\"\u003e2019\u003c/span\u003e). Similar subtle physiological responses have been documented in plants exposed to organic pollutants, where stress effects appear directionally but remain statistically non-significant in the short term (Ahammed et al., \u003cspan citationid=\"CR1\" class=\"CitationRef\"\u003e2012\u003c/span\u003e; Shen et al., \u003cspan citationid=\"CR14\" class=\"CitationRef\"\u003e2017\u003c/span\u003e). The effects of microplastics on chlorophyll can be influenced by particle size, polymer type, and co-contaminants, which may explain the modest responses observed (H\u0026uuml;ffer et al., \u003cspan citationid=\"CR5\" class=\"CitationRef\"\u003e2018\u003c/span\u003e; Ma et al., \u003cspan citationid=\"CR9\" class=\"CitationRef\"\u003e2016\u003c/span\u003e; Chae \u0026amp; An, \u003cspan citationid=\"CR4\" class=\"CitationRef\"\u003e2018\u003c/span\u003e).\u003c/p\u003e\u003cp\u003eBiochar consistently improved chlorophyll levels in our experiment. Its beneficial effect can be attributed to its chemical and physical properties (pH 9.1, carbon content 72%, surface area 320\u003c/p\u003e\u003cp\u003em\u0026sup2; g⁻\u0026sup1;), which enhance nutrient retention and water availability (Li et al., \u003cspan citationid=\"CR7\" class=\"CitationRef\"\u003e2024\u003c/span\u003e; Zulfiqar et al., \u003cspan citationid=\"CR20\" class=\"CitationRef\"\u003e2022\u003c/span\u003e). These improvements were observed even in outdoor pots under semi-natural conditions, suggesting that biochar can support higher photosynthetic pigment content despite natural fluctuations in temperature and light. Similar improvements in photosynthetic activity and stress resilience have been reported in crops treated with biochar under abiotic stress conditions (Zulfiqar et al., \u003cspan citationid=\"CR20\" class=\"CitationRef\"\u003e2022\u003c/span\u003e; Sajjad et al., \u003cspan citationid=\"CR13\" class=\"CitationRef\"\u003e2022\u003c/span\u003e). Moreover, biochar\u0026rsquo;s porous surfaces can absorb hydrophobic organic contaminants and modulate interactions with microplastics, reducing the bioavailability of phytotoxic compounds (Su et al., \u003cspan citationid=\"CR16\" class=\"CitationRef\"\u003e2024\u003c/span\u003e; Li et al., \u003cspan citationid=\"CR7\" class=\"CitationRef\"\u003e2024\u003c/span\u003e).\u003c/p\u003e\u003cp\u003eCombined biochar\u0026thinsp;+\u0026thinsp;PE treatments tended to restore chlorophyll toward control levels, highlighting biochar\u0026rsquo;s mitigating potential under semi-field conditions. This aligns with findings from other studies where biochar reduced pollutant bioavailability and improved plant performance under contaminant stress (Miao et al., \u003cspan citationid=\"CR11\" class=\"CitationRef\"\u003e2023\u003c/span\u003e; Wu et al., \u003cspan citationid=\"CR19\" class=\"CitationRef\"\u003e2024\u003c/span\u003e). The magnitude of mitigation is context-specific, influenced by biochar feedstock, pyrolysis temperature, microplastic properties, and co-occurring contaminants (Li et al., \u003cspan citationid=\"CR7\" class=\"CitationRef\"\u003e2024\u003c/span\u003e; Rillig \u0026amp; Bonkowski, \u003cspan citationid=\"CR12\" class=\"CitationRef\"\u003e2018\u003c/span\u003e). Such context specificity is likely more pronounced in outdoor conditions, where environmental fluctuations and soil microbial dynamics can modulate plant responses compared to controlled laboratory experiments (Steinmetz et al., \u003cspan citationid=\"CR15\" class=\"CitationRef\"\u003e2016\u003c/span\u003e; Bl\u0026auml;sing \u0026amp; Amelung, \u003cspan citationid=\"CR3\" class=\"CitationRef\"\u003e2018\u003c/span\u003e).\u003c/p\u003e\u003cp\u003eThe subtle decline in chlorophyll with increasing microplastic concentration suggests that wheat seedlings may experience low-level oxidative or physiological stress, which may not immediately manifest as statistically significant differences. Early-stage stress responses, such as altered pigment biosynthesis or minor disruptions in photosynthetic efficiency, have been reported under short-term microplastic or organic pollutant exposure (Liu et al., \u003cspan citationid=\"CR8\" class=\"CitationRef\"\u003e2021\u003c/span\u003e; Wang et al., \u003cspan citationid=\"CR17\" class=\"CitationRef\"\u003e2019\u003c/span\u003e; McCarrick et al., \u003cspan citationid=\"CR10\" class=\"CitationRef\"\u003e2019\u003c/span\u003e). These early physiological changes could accumulate over longer growth periods, potentially affecting overall plant vigor, biomass accumulation, and yield if exposure persists (Li et al., \u003cspan citationid=\"CR6\" class=\"CitationRef\"\u003e2021\u003c/span\u003e; Ahammed et al., \u003cspan citationid=\"CR1\" class=\"CitationRef\"\u003e2012\u003c/span\u003e).\u003c/p\u003e\u003cp\u003eThe consistent ameliorative effect of biochar indicates its potential role as a practical soil amendment to counteract microplastic-induced stress. Its nutrient retention, water-holding capacity, and pollutant sorption properties likely contribute to maintaining photosynthetic function under challenging conditions (Su et al., \u003cspan citationid=\"CR16\" class=\"CitationRef\"\u003e2024\u003c/span\u003e; Li et al., \u003cspan citationid=\"CR7\" class=\"CitationRef\"\u003e2024\u003c/span\u003e; Wu et al., \u003cspan citationid=\"CR19\" class=\"CitationRef\"\u003e2024\u003c/span\u003e). The combined treatment data emphasize that integrating biochar into agricultural soils contaminated with microplastics may serve as a proactive strategy to safeguard early plant growth stages (Miao et al., \u003cspan citationid=\"CR11\" class=\"CitationRef\"\u003e2023\u003c/span\u003e; Sajjad et al., \u003cspan citationid=\"CR13\" class=\"CitationRef\"\u003e2022\u003c/span\u003e).\u003c/p\u003e\u003cp\u003eFuture research should focus on longer-duration field trials to monitor cumulative effects of microplastic exposure on wheat growth, including reproductive stages and yield parameters. Additionally, evaluating interactive effects with hydrophobic organic contaminants, heavy metals, and microbial communities will provide a comprehensive understanding of biochar\u0026rsquo;s mitigation potential under realistic environmental scenarios (Wang et al., \u003cspan citationid=\"CR18\" class=\"CitationRef\"\u003e2020\u003c/span\u003e; Miao et al., \u003cspan citationid=\"CR11\" class=\"CitationRef\"\u003e2023\u003c/span\u003e; Steinmetz et al., \u003cspan citationid=\"CR15\" class=\"CitationRef\"\u003e2016\u003c/span\u003e).\u003c/p\u003e"},{"header":"5. Conclusion","content":"\u003cp\u003eShort-term exposure (21 days) to polyethylene microplastics up to 2% w/w produced only minor, statistically non-significant reductions in chlorophyll content in wheat seedlings grown under semi-natural outdoor conditions. These subtle, directional decreases suggest early physiological stress responses that may intensify with prolonged exposure. In contrast, wood biochar\u003c/p\u003e\u003cp\u003econsistently enhanced chlorophyll levels and partially offset the minor stress effects induced by microplastics.\u003c/p\u003e\u003cp\u003eCombined PE\u0026thinsp;+\u0026thinsp;biochar treatments restored chlorophyll content close to control levels, demonstrating biochar\u0026rsquo;s potential as a mitigating soil amendment under real-world environmental conditions. The interaction between microplastics and biochar appears to be context-dependent, influenced by factors such as material properties, soil conditions, and exposure duration.\u003c/p\u003e\u003cp\u003eOverall, these findings highlight the applicability of biochar beyond controlled laboratory settings, suggesting that it can enhance early plant physiological stability in microplastic-affected soils. Future studies should extend exposure durations, test diverse biochar types, and evaluate combined contaminant interactions to assess cumulative effects on plant growth, yield, and soil health under long-term field conditions.\u003c/p\u003e"},{"header":"References","content":"\u003col\u003e\u003cli\u003e\u003cspan\u003eAhammed GJ, Wang MM, Zhou YH, Xia XJ, Mao WH, Shi K, Yu JQ (2012) The growth, photosynthesis and antioxidant defense responses of five vegetable crops to phenanthrene stress. Ecotoxicol Environ Saf 80:132\u0026ndash;139. \u003cspan class=\"ExternalRef\"\u003e\u003cspan class=\"RefSource\"\u003ehttps://doi.org/10.1016/j.ecoenv.2012.02.015\u003c/span\u003e\u003cspan address=\"10.1016/j.ecoenv.2012.02.015\" targettype=\"DOI\" class=\"RefTarget\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/li\u003e\u003cli\u003e\u003cspan\u003eArnon DI (1949) Copper enzymes in isolated chloroplasts. Polyphenoloxidase in \u003cem\u003eBeta vulgaris\u003c/em\u003e. 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PLoS ONE 17(4):e0267819. \u003cspan class=\"ExternalRef\"\u003e\u003cspan class=\"RefSource\"\u003ehttps://doi.org/10.1371/journal.pone.0267819\u003c/span\u003e\u003cspan address=\"10.1371/journal.pone.0267819\" targettype=\"DOI\" class=\"RefTarget\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/li\u003e\u003c/ol\u003e"}],"fulltextSource":"","fullText":"","funders":[],"hasAdminPriorityOnWorkflow":false,"hasManuscriptDocX":true,"hasOptedInToPreprint":true,"hasPassedJournalQc":"","hasAnyPriority":true,"hideJournal":false,"highlight":"","institution":"Patliputra University","isAcceptedByJournal":true,"isAuthorSuppliedPdf":false,"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":"Polyethylene microplastics, biochar, wheat, chlorophyll, photosynthesis, stress mitigation","lastPublishedDoi":"10.21203/rs.3.rs-8128099/v1","lastPublishedDoiUrl":"https://doi.org/10.21203/rs.3.rs-8128099/v1","license":{"name":"CC BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/"},"manuscriptAbstract":"\u003cp\u003eMicroplastic contamination in agricultural soils is an emerging concern for crop health and productivity. This study investigated the short-term (21-day) effects of polyethylene (PE) microplastics and wood biochar, both individually and in combination, on the chlorophyll content of wheat (\u003cem\u003eTriticum aestivum\u003c/em\u003e) seedlings grown under semi-natural outdoor conditions. Eight treatments were established: control (S), three PE concentrations (S\u0026thinsp;+\u0026thinsp;PE 0.5%, 1%, and 2%), biochar alone (S\u0026thinsp;+\u0026thinsp;B), and three combined PE\u0026thinsp;+\u0026thinsp;biochar treatments (S\u0026thinsp;+\u0026thinsp;B\u0026thinsp;+\u0026thinsp;PE 0.5%, 1%, and 2%). Chlorophyll content was determined spectrophotometrically from the third fully expanded leaf. PE microplastic exposure led to slight, non-significant reductions in chlorophyll, indicating minor physiological stress, whereas biochar significantly enhanced pigment levels. Combined PE\u0026thinsp;+\u0026thinsp;biochar treatments restored chlorophyll content close to control values, demonstrating biochar\u0026rsquo;s capacity to mitigate microplastic-induced stress. These findings highlight biochar\u0026rsquo;s potential as a practical soil amendment for sustaining early plant physiological stability in microplastic-contaminated soils.\u003c/p\u003e\u003cp\u003e\u003c/p\u003e","manuscriptTitle":"Combined Effects of Polyethylene Microplastics and Biochar on Chlorophyll Content in Wheat (Triticum aestivum)","msid":"","msnumber":"","nonDraftVersions":[{"code":1,"date":"2025-11-18 05:58:17","doi":"10.21203/rs.3.rs-8128099/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":"0608ff89-9103-4d90-bdd7-61cb4bbf1947","owner":[],"postedDate":"November 18th, 2025","published":true,"recentEditorialEvents":[],"rejectedJournal":[],"revision":"","amendment":"","status":"published-in-journal","subjectAreas":[{"id":58068758,"name":"Botany"}],"tags":[],"updatedAt":"2026-03-25T15:30:37+00:00","versionOfRecord":{"articleIdentity":"rs-8128099","link":"https://doi.org/10.33140/JBB.02.01.01","journal":{"identity":"journal-of-biotechnology-and-bioinformatics","isVorOnly":true,"title":"Journal of Biotechnology and Bioinformatics"},"publishedOn":"2025-12-24 00:00:00","publishedOnDateReadable":"December 24th, 2025"},"versionCreatedAt":"2025-11-18 05:58:17","video":"","vorDoi":"10.33140/JBB.02.01.01","vorDoiUrl":"https://doi.org/10.33140/JBB.02.01.01","workflowStages":[]},"version":"v1","identity":"rs-8128099","journalConfig":"researchsquare"},"__N_SSP":true},"page":"/article/[identity]/[[...version]]","query":{"redirect":"/article/rs-8128099","identity":"rs-8128099","version":["v1"]},"buildId":"8U1c8b4HqxoKbykW_rLl7","isFallback":false,"isExperimentalCompile":false,"dynamicIds":[84888],"gssp":true,"scriptLoader":[]}