Theoretical Framework
Theoretical Framework
As the world's fastest-growing industrial source of greenhouse gases (Kakar et al., 2023), plastic waste has been a pressing issue for solid waste management due to its inability to be easily broken down organically. This phenomenon affects animals as they consume plastic particles. It also causes ozone depletion as well as abnormalities in hormone action when humans ingest even small amounts of plastic. A potential solution was found from superworms (Zophobas atratus) being discovered to survive on pure plastic diets. Since there are no published literature on the effect of mixed plastic diets to the species, the current study aims to identify the most ideal diet for the superworms to thrive, using the idea of mixing polyethylene terephthalate (PET) with chicken feed (CF), and to help in spreading the awareness of the aforementioned discovery.
Theoretical Framework
RESEARCH QUESTIONS:
DESCRIPTIVE
1. What is the proportion of polyethylene terephthalate in the diet given to the Zophobas atratus that they consumed the most?
2. In what diet setup did the Zophobas atratus consume the highest percentage of the given polyethylene terephthalate?
INFERENTIAL
1. Do the average weights and survival rates of the Zophobas atratus significantly differ between diets with different proportions of polyethylene terephthalate?
Procedural Framework
An experimental research design was used to test the effect of the proportion of PET and chicken feed in the diets of the superworms on their average weight and survival rate.
Five setups of at least 90 superworms were randomly selected and assigned to different treatments of PET proportions in their diets and weighed. After being starved for 24 hours, all dead larvae were removed, and each setup was given 12.0-g diets with the following specific proportions, A: 100% chicken feed, B: 25% PET, 75% chicken feed, C: 50% PET, 50% chicken feed, D: 75% PET, 25% chicken feed, and E: 100% PET. Every after 3 days from the start of feeding, the group collected the following data: weight of the live superworms, weight of leftover chicken feed and PET, number of deceased worms, and weight of frass. After each 3-day feeding, dead larvae, and unconsumed PET and chicken feed were removed from all setups, and each was refilled with its respective diet. This continued for an 18-day total feeding period. The weights of remaining chicken feed, PET, and overall diets of each group after each 3-day feeding period were
Procedural Framework
used as descriptive data. For inferential data analysis, the changes in average weight and survival rates of each group after each 3-day feeding period were used, with data grouped under 5 treatment categories. Since the variances of the samples were not equal, the Kruskal-Wallis test was used as the nonparametric alternative to the One-Way ANOVA to test the claim that there is a significant difference between the changes in average weight and between the survival rates of superworms that have been given diets with different proportions of PET.
In accordance with the framework of the Animal Protection Index and the Animal Welfare Act of 1998, the housing, food, substrate, and proper atmospheric control (lighting, ventilation, and humidity) of the enclosure of the superworms were extensively provided for. The research methods did not invade superworms during feeding periods nor actively kill the animal subjects. After data collection, the superworms were given to a poultry owner to align with ethical considerations.
DESCRIPTIVE
1. What is the proportion of polyethylene terephthalate in the diet given to the Zophobas atratus that they consumed the most?
The superworms fed with 100% chicken feed and 0% PET had the highest total diet consumption (197.01 mg / superworm).
2. In what diet setup did the Zophobas atratus consume the highest percentage of the given polyethylene terephthalate?
The superworms given a 75% PET and 25% chicken feed diet consumed the most PET out of the given PET (2.74%). It was also observed that the given chicken feed was consumed more in the setups, even if there were PETs mixed in the diets.
INFERENTIAL
1. Do the average weights and survival rates of the Zophobas atratus significantly differ between diets with different proportions of polyethylene terephthalate?
There is a significant difference (p<0.05) between the changes in average weight and between the survival rates of superworms that have been given diets with different proportions of PET. The setup given a 100% PET diet was the most consistent in terms of its survival rate, with its minimal changes throughout time and it being the highest with a mean of 98%, even though it can be seen that there are visible changes in their overall weight from the graph. The only setup that gained average weight was that given a 25% PET diet, but there could be other factors that affected this. Cannibalism was noticeably observed more in this setup due to more half-eaten bodies being present in the container. It was also inferred that there was contamination in this setup, possibly affecting their mean survival rate to be 58%, the lowest among the setups throughout the experiment.
The researchers concluded that the given diet with 0% PET was consumed the most by the superworms. In terms of PET consumption, the superworms consumed the highest percentage of the given PET when they were given a diet with 75% PET. Adding a small amount of chicken feed to this diet coincided with a higher level of PET consumption. There is also enough evidence to support the claim that there is a significant difference between the changes in average weight and between the survival rates of the superworms that have been fed diets with different proportions of PET. This may serve as a new area of interest in research since all published studies so far have only focused on giving pure diets to superworms.
The setup with 100% PET had the highest survival rate. However, this may not be particularly due to the diet given. Pathogenic contamination and observed cannibalism may have affected the overall and baseline health and survival of the superworms. Another limitation was the manual isolation of the small particles of chicken feed, PET, and frass,
which may have also affected the validity of the results. With this, for future research, it is recommended to use softer types of plastic that superworms would consume more easily such as polystyrene (styrofoam), to utilize more automated processes, and to increase the duration of the experiment.
With the prevalence of plastic pollution and the paucity of available studies regarding the consumption of PET-mixed diets by superworms, this study can contribute to the knowledge of future researchers who may provide possible solutions and alternatives for managing plastic waste. Government agencies such as the DENR, LGUs, and NGOs dedicated to environmental conservation may use this study to add to their knowledge on degrading plastic through methods other than reducing, reusing, and recycling. This research could expand the knowledge base for future researchers on the feasibility and effectiveness of this process in helping to reduce plastic waste pollution.
Julia
"Sorting Expert"
Dominique
"Jamovi Master"
Patricia
“Superworm Bestie”
Jesusa
“Unlimited PET Supplier”
Maurice
“Machine-like Plastic Shredder”
Adler, B. (2023, February 24). Plastics and human health: Plastics and the Environment Series. Geneva Environment Network. https://www.genevaenvironmentnetwork.org/resources/updates/plastics-and-health/
Animal protection index. Philippines | World Animal Protection. (n.d.). https://api.worldanimalprotection.org/country/philippines
Arnold, C. (2017, April 25). This bug can eat plastic. But can it clean up our mess?. National Geographic Society. https://www.nationalgeographic.com/science/article/wax-worms-eat-plastic-polyethylene-trash-pollution-cleanup
Aumentado, D. C. S., Bucad, J. D. B., Eala, A. E. T., Sarmiento, J. D. A. (2016). A comparative study of the efficacy of Tenebrio molitor larvae and Zophobas morio larvae as degradation agents of expanded polystyrene foam. Ateneo de Manila University.
https://www.academia.edu/43122081/A_COMPARATIVE_STUDY_OF_THE_EFFICACY_OF_Tenebrio_molitor_LARVAE_AND_Zophobas_morio_LARVAE_AS_DEGRADATION_AGENTS_OF_EXPANDED_POLYSTYRENE_FOAM
Bhandari, P. (2020, June 12). What Is Quantitative Research? | Definition, Uses & Methods. Scribbr. Retrieved October 20, 2023, from https://www.scribbr.com/methodology/quantitative-research/
Bhandari, P. (2021, July 7). Correlational Research | When & How to Use. Scribbr. Retrieved October 20, 2023, from https://www.scribbr.com/methodology/correlational-research/
Bombelli, P., Howe, C. J., Bertocchini, F. (2017, April 24). Polyethylene bio-degradation by caterpillars of the wax moth Galleria mellonella. Current Biology, 27, 292-293. https://www.cell.com/current-biology/pdf/S0960-9822(17)30231-2.pdf
Carolina Biological Supply Company. (n.d.). Superworms - Fisher Sci. Superworms A CAROLINATM CareSheet. https://www.fishersci.com/content/dam/fishersci/en_US/documents/programs/education/technical-documents/data-sheets/carolina-biological-superworms-data-sheet.pdf
Carolina Biological Supply Company. (2010). Superworms. Department of Entomology. https://entomology.unl.edu/scilit/care/superworms.pdf
Chen, X., Feng, Y., & Chen, Z. (2009). Common edible insects and their utilization in China. Entomological Research, 39(5), 299–303. https://doi.org/10.1111/j.1748-5967.2009.00237.x
Chen, Z., Zhang, Y., Xing, R., Rensing, C., Lü, J., Chen, M., Zhong, S., Zhou, S. (2023, May 9). Reactive oxygen species triggered oxidative degradation of polystyrene in the gut of superworms (Zophobas atratus Larvae). Environ. Sci. Technol., 57(20), 7867–7874. https://pubs.acs.org/doi/10.1021/acs.est.3c00591
C I Rumbos, C G Athanassiou, The Superworm, Zophobas morio (Coleoptera:Tenebrionidae): A ‘Sleeping Giant’ in Nutrient Sources, Journal of Insect Science, Volume 21, Issue 2, March 2021, 13, https://doi.org/10.1093/jisesa/ieab014
Corotto, F. S. (2023). Chapter Nine - The two-sample t test and the importance of pooled variance. In Wise Use of Null Hypothesis Tests, (pp. 95–98). essay, Academic Press. https://www.sciencedirect.com/science/article/abs/pii/B9780323952842000070
Degrade. DEGRADE | definition in the Cambridge English Dictionary. (n.d.). https://dictionary.cambridge.org/us/dictionary/english/degrade
Dela Cruz, E. (2023, January 17). Zero plastic PH: Ways to be plastic-free. PIA. https://pia.gov.ph/features/2023/01/17/zero-plastic-ph-ways-to-be-plastic-free
DENR. (2022, November 7). DENR explores partnership with top conglomerates for effective management of plastic waste. Department of Environment and Natural Resources. https://www.denr.gov.ph/index.php/news-events/press-releases/4597-denr-explores-partnership-with-top-conglomerates-for-effective-management-of-plastic-waste
Dictionary.com. (n.d.). Contamination Definition & meaning. Dictionary.com. https://www.dictionary.com/browse/contamination
Enzymes: What are enzymes, pancreas, digestion & liver function. Cleveland Clinic. (2021). https://my.clevelandclinic.org/health/articles/21532-enzymes
Farzi, A., Dehnad, A., Fotouhi, A. F. (2019, January). Biodegradation of polyethylene terephthalate waste using Streptomyces species and kinetic modeling of the process. Biocatalysis and Agricultural Biotechnology, 17, 25-31. https://doi.org/10.1016/j.bcab.2018.11.002
Frass definition and meaning. (n.d.). Collins Dictionary. Retrieved October 2, 2023, from https://www.collinsdictionary.com/dictionary/english/frass
Gan, S. K., Phua, S. X., Yeo, J. Y., Heng, Z. S., & Xing, Z. (2021). Method for Zero-Waste Circular Economy Using Worms for Plastic Agriculture: Augmenting Polystyrene Consumption and Plant Growth. Methods and protocols, 4(2), 43. https://doi.org/10.3390/mps4020043
Guevarra, S. (2022, July 18). The face of plastic. Ateneo de Manila. https://www.ateneo.edu/news/2022/07/18/face-plastic
gut_1 noun - Definition, pictures, pronunciation and usage notes. (n.d.). Oxford Learner's Dictionaries. Retrieved October 2, 2023, from https://www.oxfordlearnersdictionaries.com/us/definition/english/gut_1
Jung, H., Shin, G., Park, S. B., Jegal, J., Park, S.-A., Park, J., … Kim, H. J. (2023). Circular waste management: Superworms as a sustainable solution for biodegradable plastic degradation and resource recovery. Waste Management, 171, 568–579. doi:10.1016/j.wasman.2023.09.027
Kim, H.R., Lee, H.M., Yu, H.C., Jeon, E., Lee, S., Li, J., & Kim, D.-H. (2020, May 6). Biodegradation of polystyrene by Pseudomonas sp. isolated from the gut of superworms (larvae of Zophobas atratus). Environ. Sci. Technol., 54(11), 6987–6996. https://pubs.acs.org/doi/10.1021/acs.est.0c01495
Kakar, F. L., Okoye, F., Onyedibe, V., Hamza, R., Dhar, B. R., Elbeshbishy, E. (2023). Chapter 16 - Climate change interaction with microplastics and nanoplastics pollution. In Current Developments in Biotechnology and Bioengineering, (pp. 387-403). abstract, Academic Press. https://www.sciencedirect.com/science/article/abs/pii/B9780323999083000038
Khanashyam, A., Shanker, A., & Nirmal, N. (2023). Chapter Four - Nano/micro-plastics: Sources, trophic transfer, toxicity to the animals and humans, regulation, and assessment. In Advances in Food and Nutrition Research (pp. 141–174). essay, Academic Press. https://www.sciencedirect.com/science/article/abs/pii/S104345262200050X
Liu, J., Liu, J., Xu, B., Xu, A., Cao, S., Wei, R., Zhou, J., Jiang, M., Dong, W. (2022 October). Biodegradation of polyether-polyurethane foam in yellow mealworms (Tenebrio molitor) and effects on the gut microbiome. Chemosphere, 304, 135263. https://doi.org/10.1016/j.chemosphere.2022.135263
Luo, L., Wang, Y., Guo, H., Yang, Y., Qi, N., Zhao, X., … Zhou, A. (2021). Biodegradation of foam plastics by Zophobas atratus larvae (Coleoptera: Tenebrionidae) associated with changes of gut digestive enzymes activities and microbiome. Chemosphere, 282, 131006. doi:10.1016/j.chemosphere.2021.131006
Mara, D. D., Mara, D., & Horan, N. J. (Eds.). (2003). Handbook of Water and Wastewater Microbiology. Elsevier Science. https://www.sciencedirect.com/science/article/abs/pii/B9780124701007500042
Merriam-Webster. (n.d.). Macroorganism. In Merriam-Webster.com dictionary. Retrieved October 2, 2023, from https://www.merriam-webster.com/dictionary/macroorganism
Mitra, B., & Das, A. (2022). Chapter 1 - Microbes and environment sustainability: An in-depth review on the role of insect gut microbiota in plastic biodegradation. In Synergistic Approaches for Bioremediation of Environmental Pollutants : Recent Advances and Challenges (pp. 1–25). essay, Academic Press. https://www.sciencedirect.com/science/article/abs/pii/B9780323918602000130
MOISTURE | definition in the Cambridge English Dictionary. (n.d.). Cambridge Dictionary. Retrieved October 2, 2023, from https://dictionary.cambridge.org/us/dictionary/english/moisture
Nistico, R. (2020, October). Polyethylene terephthalate (PET) in the packaging industry. Polymer Testing, 90, 106707. https://doi.org/10.1016/j.polymertesting.2020.106707
Rumbos, C.I., Athanassiou, C.G. (2021, April). The Superworm, Zophobas morio (Coleoptera:Tenebrionidae): A ‘Sleeping Giant’ in Nutrient Sources. Journal of Insect Science, Volume 21, Issue 2, March 2021, 13. https://doi.org/10.1093/jisesa/ieab014
Pelley, J. (2014, December 3). Pantry Pests Harbor Plastic-Chomping Bacteria (Plastic Pollution: Microbes in the guts of grain-eating moth larvae might speed biodegradation of polyethylene). C&EN. https://cen.acs.org/articles/92/web/2014/12/Pantry-Pests-Harbor-Plastic-Chomping.html
Peng, B.-Y., Sun, Y., Chen, J., Shen, Z., Zhou, X., Wu, W.-M., Zhang, Y. (2022, September 20). Biodegradation of polystyrene and low-density polyethylene by Zophobas atratus larvae: Fragmentation into microplastics, gut microbiota shift, and microbial functional enzymes. Journal of Cleaner Production, 367, 132987. https://doi.org/10.1016/j.jclepro.2022.132987
Penzes, J. J., & Kaelber, J. T. (2022). Identification by cryoEM of a densovirus causing mass mortality in mass-reared larval darkling beetles (Zophobas morio). bioRxiv. doi:10.1101/2022.05.14.491968
PET plastic recycling: Not “just” plastic but a valuable resource. NMWE - Natural Mineral & Spring Waters. (2022, June 12). https://naturalmineralwaterseurope.org/news/pet-plastic-recycling-not-just-plastic-but-a-valuable-resource/
Poznyak, T. (2019). Biodegradation. Biodegradation - an overview | ScienceDirect Topics. https://www.sciencedirect.com/topics/chemistry/biodegradation
Riccuiti, E. (2021, May 20). Superworms: The bigger, brawnier, hungrier cousins of yellow mealworms. Entomology Today. https://entomologytoday.org/2021/05/20/superworms-zophobas-morio-bigger-brawnier-hungrier-cousins-yellow-mealworms/
Sangiorgio, P., Verardi, A., Dimatteo, S., Spagnoletta, A., Moliterni, S., & Errico, S. (2021). Tenebrio molitor in the circular economy: a novel approach for plastic valorisation and PHA biological recovery. Environ Sci Pollut Res, 28, 52689–52701. https://doi.org/10.1007/s11356-021-15944-6
Soong, Y. V., Sobkowicz, M. J., & Xie, D. (2022). Recent advances in biological recycling of polyethylene terephthalate (PET) plastic wastes. Bioengineering (Basel, Switzerland), 9(3), 98. https://doi.org/10.3390/bioengineering9030098
Sustainable Definition & Meaning. (2023, September 29). Merriam-Webster. Retrieved October 2, 2023, from https://www.merriam-webster.com/dictionary/sustainable
Tangonan, C. J., Ong., N. G., Capal, R. M., Chua, J. R., & Xu, Y. X. (2023, February 27). An experiment on the effects of polyethylene terephthalate consumption on Zophobas atratus. Facebook. https://www.facebook.com/photo/?fbid=117599847925877&set=pcb.117604077925454
The Editors of Encyclopaedia Britannica. (2023, September 28). Larva | Definition, Forms, & Facts. Britannica. Retrieved October 2, 2023, from https://www.britannica.com/science/larva
Thomas, S., Rane, A., Kanny, K., Abitha, V. K., Thomas, M. G. (Eds.). (2018). Recycling of polyethylene terephthalate bottles. Elsevier Inc. https://doi.org/10.1016/C2016-0-01084-7
UNDP. (2022, November 15). What do plastics have to do with climate change?. United Nations Development Program. https://stories.undp.org/what-do-plastics-have-to-do-with-climate-change
Verma, P. (2022, December 22). This plastic-foam-eating ‘superworm’ could help solve the garbage crisis. The Washington Post. https://www.washingtonpost.com/technology/2022/06/17/plastic-eating-superworm-garbage-crisis/
Wang, S., Shi, W., Huang, Z., Zhou, N., Xie, Y., Tang, Y., Hu, F., Liu, G., Zheng, H. (2022, February 5). Complete digestion/biodegradation of polystyrene microplastics by greater wax moth (Galleria mellonella) larvae: Direct in vivo evidence, gut microbiota independence, and potential metabolic pathways. Journal of Hazardous Materials, 423(B), 127213. https://doi.org/10.1016/j.jhazmat.2021.127213.
Wang, Y., Luo, L. , Li, X., Wang, J., Wang, H., Chen, C., Guo, H., Han, T., Zhou, A., Zhao, X. (2022, September 1). Different plastics ingestion preferences and efficiencies of superworm (Zophobas atratus Fab.) and yellow mealworm (Tenebrio molitor Linn.) associated with distinct gut microbiome changes. Science of the Total Environment, 837, 155719. https://doi.org/10.1016/j.scitotenv.2022.155719
What happens when animals eat plastic. Plastic Soup Foundation. (2020, May 1). https://www.plasticsoupfoundation.org/en/plastic-problem/plastic-affect-animals/animals-eat-plastic/
What is PET? (n.d.). Recycle the One. https://www.recycletheone.com/what-is-pet/
What is PET Plastic? (2022, September 19). American Beverage Association. https://www.americanbeverage.org/education-resources/blog/post/what-is-pet/
Wickham, A., & Mitchell, G. (2020, May 13). Survival of Superworms on Different Diets. Iowa State University. https://swp.cals.iastate.edu/project/survival-superworms-different-diets.
Winston-Salem State University. (2014). Key Elements of a Research Proposal - Quantitative Design. https://www.wssu.edu/about/offices-and-departments/office-of-sponsored-programs/pre-award/_Files/documents/develop-quantitative.pdf
Yale (2022, June 10). ‘Superworms’ Survive on Polystyrene Diet With Help of Gut Bacteria, Study Shows. Yale Environment 360. https://e360.yale.edu/digest/superworms-survive-on-polystyrene-diet-with-help-of-gut-microbes-study-shows.
Yang, Y., Yang, J., Wu, W.-M., Zhao, J., Song, Y., Gao, L., Yang, R., & Jiang, L. (2015, September 21). Biodegradation and mineralization of polystyrene by plastic-eating mealworms: Part 1. Chemical and physical characterization and isotopic tests. Environ. Sci. Technol., 49(20), 12080–12086. https://pubs.acs.org/doi/abs/10.1021/acs.est.5b02661
Yang, Y., Yang, J., Wu, W.-M., Zhao, J., Song, Y., Gao, L., Yang, R., & Jiang, L. (2015, September 21). Biodegradation and mineralization of polystyrene by plastic-eating mealworms: Part 2. Role of Gut Microorganisms. Environ. Sci. Technol., 49(20), 12087–12093. https://pubs.acs.org/doi/10.1021/acs.est.5b02663
Yang, Y., Wang, J., Xia, M. (2020, March 15). Biodegradation and mineralization of polystyrene by plastic-eating superworms Zophobas atratus. Science of The Total Environment, 708, 135233. https://doi.org/10.1016/j.scitotenv.2019.135233