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How to Control the Airborne Contamination in Laboratory Analyses of Microplastics?

Abstract:

Numerous studies have quantified microplastics in biological and environmental samples in recent years, but contamination by airborne microplastic particles during laboratory analysis remains an unsettling possibility. We designed and tested a protocol to minimize airborne contamination during the screening of samples in laboratory conditions in order to increase the level of certainty that microplastics counted really comes from samples. Despite the care and default measures in laboratory routine, some airborne contamination in blanks was found (3.8%) at the beginning of sample screenings. After introducing more stringent procedures on our airborne contamination control protocol (ACC Protocol), a highly significant (p<0.0001) reduction was registered (1.1%). Thus, we prove that the use of a more stringent protocol should be an essential part of future studies quantifying microplastics in any samples. This study concludes that a protocol with simple, low-cost, but stringent measures can reduce airborne microplastic contamination, being applicable to any laboratory setting.

Keywords:
Microfibers; Dust; Quality laboratory control; Methodology; Strict protocol

GRAPHICAL ABSTRACT:

HIGHLIGHTS

  • The contamination of blanks by airborne fibers in the lab was investigated.

  • Microfibers could be overestimated in fish’s gastrointestinal tract and surface water.

  • We tested and approved an Airborne Contamination Control Protocol (ACC Protocol).

HIGHLIGHTS

  • The contamination of blanks by airborne fibers in the lab was investigated.

  • Microfibers could be overestimated in fish’s gastrointestinal tract and surface water.

  • We tested and approved an Airborne Contamination Control Protocol (ACC Protocol).

INTRODUCTION

Plastic pollution is ubiquitous in the marine environment and has become a major concern [11 Thompson RC, Olsen Y, Mitchell RP, Anthony D, SJ Rowland, WJ Anthony et al. Lost at sea: where is all the plastic? Science, 2004. Vol 304, 838 p. doi: 10.1126/science.1094559
https://doi.org/10.1126/science.1094559...
,22 OSPAR Commission. Marine litter in the North East Atlantic region: Assessment and response priorities. London.] due to the negative consequences to the composition of the marine habitat and the possibility of altering the functioning of ecosystems [33 Hooper DU, Chapin III FS, Ewel JJ, Hector A, Inchausti P, Lavorel S. et al. Effects of biodiversity on ecosystem functioning: a consensus of current knowledge. Ecological monographs, 2005. 75(1):3-35. doi: 10.1890/04-0922
https://doi.org/10.1890/04-0922...
]. These consequences are the result of improper disposal, physical fragmentation and accidental loss from solid waste, which has led to an increase in the quantity of plastics and, consequently, microplastics in the environment [44 Lusher AL, Welden NA, Sobral P, Cole M. Sampling, isolating and identifying microplastics ingested by fish and invertebrates. Anal. Methods, 2017. 9:1346-60. doi: 10.1039/C6AY02415G
https://doi.org/10.1039/C6AY02415G...
].

Such debris poses a threat to the marine ecosystem [55 Thompson RC, Moore CJ, vom Saal FS, Swan SH. Plastics, the environment and human health: current consensus and future trends. Philos. Trans. R. Soc. Biol. Sci., 2009. 364:2153-2166. doi: 10.1098/rstb.2009.0053
https://doi.org/10.1098/rstb.2009.0053...
], where pollutants are more common and persistent [66 Moore C. Trashed - Across the Pacific Ocean, Plastics, Plastics, Everywhere. Nat. Hist., 2003.112:46-51.,77 Fries E, Dekiff JH, Willmeyer J, Nuelle MT, Ebert M, Remy D. Identification of polymer types and additives in marine microplastic particles using pyrolysis-GC/MS and scanning electron microscopy. Environ. Sci. Process Impacts, 2013. 15:19-49. doi: 10.1039/C3EM00214D
https://doi.org/10.1039/C3EM00214D...
]. The regions adjacent to this environment also receive pollutants from industrial, domestic and agricultural effluents, which are often discharged directly into the water without adequate treatment. Moreover, industrial emissions, particle resuspension and other anthropogenic causes, such as traffic, construction and urban infrastructure, are potential sources of plastics in the atmosphere [88 Dris R, Gasperi J, Rocher V, Saad M, Renault N, Tassin B. Microplastic contamination in an urban area: a case study in Greater Paris. Environ. Chem., 2015. 12:592-599. doi: 10.1071/EN14167
https://doi.org/10.1071/EN14167...
]. The resuspension of fractions of polymers and the release of microplastics (MPs) from synthetic fabrics, 3D printing, etc. are among the main sources of airborne contamination by MPs [99 UNEP. Marine plastic debris and microplastics - Global lessons and research to inspire action and guide policy change. United Nations Environment Programme, Nairobi, 2016. http://hdl.handle.net/20.500.11822/7720
http://hdl.handle.net/20.500.11822/7720...
, 1010 Catarino AI, Macchia V, Sanderson WG, Thompson RC, Henry TB. Low Levels of microplastics (MP) in wild mussels indicate that MP ingestion by humans is minimal compared to exposure via household fibres fallout during a meal. Environ. Pollut., 2018. 237:675-84. doi: 10.1016/j.envpol.2018.02.069
https://doi.org/10.1016/j.envpol.2018.02...
, 1111 Amato-Lourenço LF, Dos Santos Galvão L, De Weger LA, Hiemstra PS, Vijiver MG, Mauad T. An emerging class of air pollutants: Potential effects of microplastics to respiratory human health? Sci Total Environ., 2020. 141676.doi: 10.1016/j.scitotenv.2020.141676
https://doi.org/10.1016/j.scitotenv.2020...
].

Microplastics are a growing problem, because their small dimensions [11 Thompson RC, Olsen Y, Mitchell RP, Anthony D, SJ Rowland, WJ Anthony et al. Lost at sea: where is all the plastic? Science, 2004. Vol 304, 838 p. doi: 10.1126/science.1094559
https://doi.org/10.1126/science.1094559...
,1212 Arthur C, Baker J, Bamford H. Proceedings of the international research workshop on the occurrence, effects, and fate of microplastic marine debris. NOAA Technical Memorandum, 2009 September. 9-11. NOS-OR & R-30.,1313 Andrady AL. Microplastics in the marine environment. Mar. Pollut. Bull., 2011. 62:1596-605. doi: 10.1016/j.marpolbul.2011.05.030
https://doi.org/10.1016/j.marpolbul.2011...
,1414 Vendel AL, Bessa F, Alves VEN, Amorim ALA, Patricio J, Palma ART. Widespread microplastic ingestion by fish assemblages in tropical estuaries subjected to anthropogenic pressures. Mar. Pollut. Bull., 2017 Feb. 117: 448-55. doi: 10.1016/j.marpolbul.2017.01.081
https://doi.org/10.1016/j.marpolbul.2017...
] they are transported in large quantities by air [1515 Bergmann M, Mützel S, Primpke S, Trachsel T, Gerdts G. White and wonderful? Microplastics prevail in snow from the Alps to the Arctic. Sci. Adv., 2019. 5 (8): eaax1157 doi: 10.1126/sciadv.aax1157
https://doi.org/10.1126/sciadv.aax1157...
] in dry or humid climates, covering long distances [1616 Brahney J, Hallerud M, Heim E, Hahnenberger M, Sukumaran S. Plastic rain in protected areas of the United States. Science, 2020 Jun. 368 (6496):1257-60. doi: 10.1126/science.aaz5819
https://doi.org/10.1126/science.aaz5819...
], especially the plastic particles lighter which may stay on airborne for longer periods [1717 Trainic M, Flores JM, Pinkas I, Pedrotti ML, Lombard F, Bourdin G, et al. Airborne microplastic particles detected in the remote marine atmosphere. Communications Earth & Environment, 2020 Dec. 1:1-9 doi: 10.1038/s43247-020-00061-y
https://doi.org/10.1038/s43247-020-00061...
], for up to 6.5 days average [1818 Brahney J, Mahowald N, Prank M, Cornwell G, Klimont Z, Matsui H, et al. Constraining the atmospheric limb of the plastic cycle. Proceedings of the National Academy of Sciences, 2021. 18 (16) doi: 10.1073/pnas.2020719118
https://doi.org/10.1073/pnas.2020719118...
].

A large part of MPs transported through the air are found in closed environments [1919 Hidalgo-Ruz V, Gutow L, Thompson R C, Thiel M. Microplastics in the marine environment: a review of the methods used for identification and quantification. Environ. Sci Technol., 2012. 46: 3060-75. doi: 10.1021/es2031505
https://doi.org/10.1021/es2031505...
,1010 Catarino AI, Macchia V, Sanderson WG, Thompson RC, Henry TB. Low Levels of microplastics (MP) in wild mussels indicate that MP ingestion by humans is minimal compared to exposure via household fibres fallout during a meal. Environ. Pollut., 2018. 237:675-84. doi: 10.1016/j.envpol.2018.02.069
https://doi.org/10.1016/j.envpol.2018.02...
]. This is a worrisome factor in screening performed in the laboratory setting, as the risk of airborne contamination by MPs is constant and results from inadequately cleaned instruments, clothing made from synthetic fabrics and household dust fallout [1919 Hidalgo-Ruz V, Gutow L, Thompson R C, Thiel M. Microplastics in the marine environment: a review of the methods used for identification and quantification. Environ. Sci Technol., 2012. 46: 3060-75. doi: 10.1021/es2031505
https://doi.org/10.1021/es2031505...
,2020 Torre M, Digka N, Anastasopoulou A, Tsangaris C, Mytilineou C. Anthropogenic microfibers pollution in marine biota. A new and simple methodology to minimize airborne contamination. Mar. Pollut. Bull., 2016. doi: 10.1016/j.marpolbul.2016.07.050
https://doi.org/10.1016/j.marpolbul.2016...
], which can affect the methods and objectivity of laboratory analyses and interfere with the results [2020 Torre M, Digka N, Anastasopoulou A, Tsangaris C, Mytilineou C. Anthropogenic microfibers pollution in marine biota. A new and simple methodology to minimize airborne contamination. Mar. Pollut. Bull., 2016. doi: 10.1016/j.marpolbul.2016.07.050
https://doi.org/10.1016/j.marpolbul.2016...
], that most of the times do not consider the blanks [2121 Dehaut A, Hermabessiere L, Duflos G. Current frontiers and recommendations for the study of microplastics in seafood. TrAC Trends Anal. Chem., 2019. 116: 346-59. doi: 10.1016/j.trac.2018.11.011
https://doi.org/10.1016/j.trac.2018.11.0...
].

Therefore, the Ichthyology Laboratory (LabIctio) at UEPB performed a detailed analysis of the incidence of airborne MPs in a controlled environment during screening related to studies conducted in the LabIctio. So it was developed a protocol of practical measures adopted to eliminate airborne contamination by MPs in the laboratory. Therefore, the aims of the present study were to 1) compare the incidence of MPs in blanks (defined as open Petri dishes left on the workbenches) related to samples screened in the LabIctio before and after the improvement of a protocol for reduction in airborne contamination by MPs and 2) increase the reliability of the sampling method employed in the screening of MPs in the laboratory environment.

MATERIAL AND METHODS

Data sampling

This work was performed during the development of MP quantification studies in the LabIctio involving samples from three biological and environmental compartments: 1) gastrointestinal tract of small fishes sampled from shallow estuarine waters; 2) gastrointestinal tract of Micropogonias furnieri (Desmarest, 1822), a commercial fish (Whitemouth croaker) of the family Sciaenidae; and 3) surface water from an urban estuary with high anthropogenic impact, the Paraiba River Estuary [2222 Teixeira Z, Vital SRO, Vendel AL, Mendonça JL, Patrício J. Introducing fuzzy set theory to evaluate risk of misclassification of land cover maps to land mapping applications: Testing on coastal watersheds. Ocean Coast. Manag., 2020. 184: 104903, doi: 10.1016/j.ocecoaman.2019.104903.
https://doi.org/10.1016/j.ocecoaman.2019...
]. During the analysis of the blanks from the three ongoing studies, standardization in the lab procedures was determined to reduce and eliminate airborne contamination during the screening for MPs.

Along the “before” period (first three months of screening), the usual lab procedures to avoid sample contamination included the use of 15µm screen to filter distilled water, all glassware and tweezers were washed with filtered distilled water, workbenches and stereoscopic microscope were cleaned with 70% alcohol, lab coats and gloves were worn during the screening procedures of the three kinds of samples mentioned. During these three months, the MPs recorded in the blanks revealed some airborne contamination, prompting the adoption of a set of stricter measures in addition to the usual lab procedures.

Airborne Contamination Control Protocol

The ACC Protocol consisted of such as even greater care in washing the 15µm net to prepare distilled water and 70% alcohol; all equipment and chairs in the lab were draped with 100% cotton covers; 100% cotton lab coats were worn and latex (rubber) disposable gloves were used rather than vinyl (polymer) gloves during the screening of the three materials used in the study. The air conditioner of the lab remained switched off; the samples were exposed to the lab environment for the least amount of time possible; and the door to the lab remained closed during the processing of the samples to avoid the entrance of people and minimize the occurrence of airborne contamination from the external environment.

The “after” period began at the fourth month of screening at the LabIctio, where each of the three Petri dishes used as blanks underwent three processes to improve the reliability of the procedures employed and for better control of the airborne contamination recorded earlier: 1) washing three times in filtered distilled water; 2) analysis under a stereoscopic microscope prior to exposure for determination of the presence of MP; and 3) after the absence of contamination by MPs was determined, the dishes containing filtered distilled water were placed alongside the stereoscopic microscope during the period in which the materials (gastrointestinal tracts and surface water) were being examined (Figure 1). This entire protocol was standardized for the determination of contamination by MP in the LabIctio before and after each sample being screened. In the same way as the MPs of the three materials analyzed, plastic fragments and MPs from the blanks were quantified and classified according to their physical characteristics into fibers, fragments and films as well as their original coloration.

Figure 1
Airborne Contamination Control Protocol scheme.

Treatment of data

The Shapiro-Wilk test was used to assess the normality of the data. As non-normal distribution was demonstrated, the Mann-Whitney test was used for the comparison of means, with the level of significance set to 1% (p < 0.01). Two samples were compared. The first group corresponded to the number of MPs found in the blanks prior to the adoption of the ACC Protocol and the second group corresponded to the number of MPs found in the blanks after the more stringent ACC Protocol was adopted in the lab. The statistical analysis was performed with the R Studio software. March to May/19 was considered the “before” period (three months x three studies, n = 09) and June/19 to February/20 was considered the “after” period (nine months x three studies, n = 27). This difference in sample size was due to the measures required for the reduction of airborne contamination and the validation of the ACC Protocol adopted at the LabIctio.

RESULTS

A total of 5544 blanks were analyzed and 118 airborne MPs were found during the analyses of the three studies at the LabIctio (Table 1). In these blanks analyzed, all MPs detected were microfibers (Figure 2), most of which were either transparent (67) or blue (36), with a low incidence of black (13), pink (1) and red (1). Airborne MP contamination level on blanks was 3.8% (80) before adoption of ACC Protocol and it fell to 1.1% (38 MPs) after the adoption of the ACC Protocol for eliminate airborne contamination, considering three studies conducted in the last nine months in the LabIctio (Table 1). The comparison between the “before” and “after” periods revealed a highly significant difference (p<0.0001, Mann-Whitney test) in airborne MP contamination (Figure 3).

Figure 2
Photos of microfibers 200 µm (A) and 500 µm (B) taken in Scanning Electron Microscope (SEM).

Figure 3
Number of MPs before (n=09) and after (n=27) adoption of ACC Protocol more stringent.

As expected, the largest number of MPs (39) in the blanks was recorded in March/19 (Table 1), followed by a significant reduction in subsequent months, especially beginning with June/19, when the ACC Protocol was adopted at the LabIctio. Between October/19 and February/2020, there were no further records of MPs in the blanks analyzed always in the same way and for the same time as the screening of the biological and environmental studied samples (gastrointestinal tract of estuarine fishes and Whitemouth croaker, and surface estuarine waters). In a similar way, the rate between MPs number and blanks show the effective fall before and after an ACC Protocol more stringent (Figure 4). The confirming that their adoption was adequate and that the simple procedures taken lead complete elimination of airborne contamination in the laboratory confirm that the objective of this study has been reached.

Figure 4
Percentage of MPs airborne contamination on blanks before (white bars) and after (black bars) adoption of ACC Protocol more stringent.

Table 1
Number of samples, blanks and MPs by month before (n=2106) and after (n=3438) adoption of ACC Protocol more stringent.

DISCUSSION

The current production of most synthetic materials includes some type of fiber [2323 Vianello A, Jensen RL, Liu L, Vollertsen J. Simulating human exposure to indoor airborne microplastics using a Breathing Thermal Manikin. Sci. Rep., 2019 Jun. 9(8670):1-11. doi: 10.1038/s41598-019-45054-w
https://doi.org/10.1038/s41598-019-45054...
-2424 Song Z, Liu K, Wang X, Wei N, Zong C, Li C, et al. To what extent are we really free from airborne microplastics? Sci. Total Environ, 2021 Feb. 754:142118. doi: 10.1016/j.scitotenv.2020.142118
https://doi.org/10.1016/j.scitotenv.2020...
], which certainly leads to airborne contamination in closed environments, as reported by Dris and coauthors [2525 Dris R, Gasperi J, Mirande C, Mandina C, Guerrouache M, Langlois V, et al. A 420 first overview of textile fibers, including microplastics, in indoor and outdoor environments. Environ. Pollut., 2017. 221: 453-458. doi: 10.1016/j.envpol.2016.12.013
https://doi.org/10.1016/j.envpol.2016.12...
], Catarino and coauthors [1010 Catarino AI, Macchia V, Sanderson WG, Thompson RC, Henry TB. Low Levels of microplastics (MP) in wild mussels indicate that MP ingestion by humans is minimal compared to exposure via household fibres fallout during a meal. Environ. Pollut., 2018. 237:675-84. doi: 10.1016/j.envpol.2018.02.069
https://doi.org/10.1016/j.envpol.2018.02...
] and the present investigation. The predominant coloration of MP found in blanks in the present study was transparent, which is in agreement with data reported by Prata and coauthors [2626 Prata JC, Castro JL, da Costa JP, Duarte AC, Rocha-Santos T, Cerqueira M. The importance of contamination control in airborne fibers and microplastic sampling: Experiences from indoor and outdoor air sampling in Aveiro, Portugal. Mar. Pollut. Bull., 2020 May. 166:111888. doi: 10.1016/j.marpolbul.2020.111522
https://doi.org/10.1016/j.marpolbul.2020...
] also on a laboratory setting. However, other colors from airborne contamination, such as blue, black, pink and red, are commonly recorded [2727 Liu K, Wang X, Wei N, Song Z, Li D. Accurate quantification and transport estimation of suspended atmospheric microplastics in megacities: implications for human health. Environ. Int., 2019. 132:105-27. doi: 10.1016/j.envint.2019.105127
https://doi.org/10.1016/j.envint.2019.10...
], the likely origins of which are common garments, equipment and polymers in laboratories or even naturally present in the surrounding air [1919 Hidalgo-Ruz V, Gutow L, Thompson R C, Thiel M. Microplastics in the marine environment: a review of the methods used for identification and quantification. Environ. Sci Technol., 2012. 46: 3060-75. doi: 10.1021/es2031505
https://doi.org/10.1021/es2031505...
,2828 De Witte B, Devriese L, Bekaert K, Hoffman S, Vandermeersch G, Cooreman K, et al. Quality assessment of the blue mussel (Mytilus edulis): Comparison between commercial and wild types. Mar. Pollut. Bull., 2014. 85:146-55. doi: 10.1016/j.marpolbul.2014.06.006
https://doi.org/10.1016/j.marpolbul.2014...

29 Duis K, Coors A. Microplastics in the aquatic and terrestrial environment: sources (with a specific focus on personal care products), fate and effects. Environ. Sci. Eur.,2016 Jan.28(1):1-25. doi: 10.1186/s12302-015-0069-y
https://doi.org/10.1186/s12302-015-0069-...
-3030 Wesch C, Elert AM, Wörner M. Braun U, Klein R, Paulus M. Assuring quality in microplastic monitoring: About the value of clean-air devices as essentials for verified data. Sci. Rep. 2017 Jul. 7(5424):1-8. doi: 10.1038/s41598-017-05838-4
https://doi.org/10.1038/s41598-017-05838...
].

The measures adopted in this study for the control of airborne contamination were effective, as evidenced by the reduction in airborne contamination during screening of different research material at the LabIctio (3131 Paiva BO, Souza AKM, Soares PL, Silva JRP, Vendel AL. Elevada ingestão de microplásticos pela corvina Micropogonias furnieri (Acanthuriformes: Sciaenidae). Gaia Sci. 2021. (4):83-96. https://periodicos.ufpb.br/index.php/gaia/article/view/60649
https://periodicos.ufpb.br/index.php/gai...
). Thus, the desire to eliminate the occurrence of airborne contamination on workbenches and, consequently, in the samples being analyzed resulted in the development and use of a protocol that involves the prior preparation of laboratory equipment and the use of fabrics that do not release fibers or have synthetic polymers in their composition, such as the 100% cotton covers for equipment and chairs. According to Prata and coauthors [2626 Prata JC, Castro JL, da Costa JP, Duarte AC, Rocha-Santos T, Cerqueira M. The importance of contamination control in airborne fibers and microplastic sampling: Experiences from indoor and outdoor air sampling in Aveiro, Portugal. Mar. Pollut. Bull., 2020 May. 166:111888. doi: 10.1016/j.marpolbul.2020.111522
https://doi.org/10.1016/j.marpolbul.2020...
], quality assurance measures should be more strictly applied when working with airborne fibers and microplastics, as particles from different sources of indoor and outdoor air pollutants can exert an influence on the quantification of MPs in samples [2323 Vianello A, Jensen RL, Liu L, Vollertsen J. Simulating human exposure to indoor airborne microplastics using a Breathing Thermal Manikin. Sci. Rep., 2019 Jun. 9(8670):1-11. doi: 10.1038/s41598-019-45054-w
https://doi.org/10.1038/s41598-019-45054...
].

Despite the care taken with the usual lab procedures at the onset of the screening, MPs in the blanks revealed contamination possibly related to small failures during the procedures, such as the movement of individuals within the laboratory during the processing of samples, as reported by Wesch and coauthors [3030 Wesch C, Elert AM, Wörner M. Braun U, Klein R, Paulus M. Assuring quality in microplastic monitoring: About the value of clean-air devices as essentials for verified data. Sci. Rep. 2017 Jul. 7(5424):1-8. doi: 10.1038/s41598-017-05838-4
https://doi.org/10.1038/s41598-017-05838...
]. With the adoption of more stringent measures, we demonstrated that such a protocol control is essential when any material is being analyzed for the quantification of MPs in the laboratory, to ensure greater reliability the results of samples screened indoors.

The procedures performed with air circulation systems switched off, all materials duly cleaned and the maximum reduction of the exposure of the samples to the laboratory environment were of considerable importance to the development of a protocol that effectively eliminated most of airborne contamination during screening for MPs in the laboratory. Despite this evident reduction found in blanks over the months, the same did not happen with MP in our biological and environmental samples analyzed (personal communication). The search for avoid overestimation of MP incidence in laboratory screenings activities is highly recommended. Even with enhancement and commitment of the lab team, this goal requires the need to constant evaluate and restrict on the effects of airborne contamination. This also was described by Prata and coauthors [2626 Prata JC, Castro JL, da Costa JP, Duarte AC, Rocha-Santos T, Cerqueira M. The importance of contamination control in airborne fibers and microplastic sampling: Experiences from indoor and outdoor air sampling in Aveiro, Portugal. Mar. Pollut. Bull., 2020 May. 166:111888. doi: 10.1016/j.marpolbul.2020.111522
https://doi.org/10.1016/j.marpolbul.2020...
] when no field blanks are conducted to evaluate the airborne fiber concentrations or as source of contamination indoor and by Torre and coauthors [2020 Torre M, Digka N, Anastasopoulou A, Tsangaris C, Mytilineou C. Anthropogenic microfibers pollution in marine biota. A new and simple methodology to minimize airborne contamination. Mar. Pollut. Bull., 2016. doi: 10.1016/j.marpolbul.2016.07.050
https://doi.org/10.1016/j.marpolbul.2016...
] when they demonstrate serious bias that may falsify the gut content analysis resulting in overestimation of the actual microfibers ingestion by marine biota.

CONCLUSION

The ACC Protocol effectively reduced airborne MP contamination, and hence increased the level of certainty that the MPs encountered were from the samples themselves and not from airborne contamination, underscoring the care that all researchers need to take in their laboratory routines. This study shows that simple, low-cost measures applicable to any workplace may be effective and important to future studies, which quantify MPs in biological and environmental samples ensuring greater reliability and quality in the final results of such samples.

Acknowledgements:

The authors thank Nyedja Fialho Morais Barbosa for her contribution to statistical analysis and Douglas Zeppelini Filho and Estevam Cipriano Araujo de Lima for access and the assistence with the Scanning Electron Microscope. To Patricia Keytth Lins Rocha, Jicaury Roberta Pereira da Silva and Summeya Jedha Leão França for helping us in field sampling and technical supports.

  • Funding: “This research received no external funding”.

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Edited by

Editor-in-Chief: Paulo Vitor Farago
Associate Editor: Ana Cláudia Barana

Publication Dates

  • Publication in this collection
    28 Mar 2022
  • Date of issue
    2022

History

  • Received
    16 June 2021
  • Accepted
    13 Oct 2021
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