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Assessment of the ecological quality status of the Sepetiba Bay (SE Brazil): When metabarcoding meets morphology on foraminifera
In recent years, the region surrounding Sepetiba Bay (SB; SE Brazil) has become a hub of intense urban expansion and economic exploitation in response to ore transport and industrial and port activities. As a result, contaminants have been introduced into the bay, leading to an overall worsening of...
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Published in: | Marine environmental research 2024-03, Vol.195, p.106340-106340, Article 106340 |
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creator | Damasceno, Fabrício Leandro Alves Martins, Maria Virgínia Frontalini, Fabrizio Pawlowski, Jan Cermakova, Kristina Angeles, Inès Barrenechea Costa Santos, Luiz Guilherme Filho, João Graciano Mendonça Francescangeli, Fabio Senez-Mello, Thaise M. Castelo, Wellen Fernanda Louzada Rebouças, Renata Cardia Duleba, Wania Mello e Sousa, Silvia Helena de Laut, Lazaro Antonioli, Luzia Carvalho Da Silva, André Luiz Ramos e Silva, Carlos Augusto Vilela, Claudia Gutterres Dias, Fabio Ferreira Coe, Heloísa Helena Gomes Castro, João Wagner Alencar Crapez, Mirian Araújo Carlos Damasceno, Raimundo Dino, Rodolfo Carelli, Thiago Gonçalves Reis, Antonio Tadeu dos Guerra, Josefa Varela |
description | In recent years, the region surrounding Sepetiba Bay (SB; SE Brazil) has become a hub of intense urban expansion and economic exploitation in response to ore transport and industrial and port activities. As a result, contaminants have been introduced into the bay, leading to an overall worsening of the environmental quality. The present work applies for the first time a foraminiferal morphology-based approach (M) and eDNA-based metabarcoding sequencing (G), along with geochemical data to assess the ecological quality status (EcoQS) in the SB. Principal component analysis shows that the eDNA and morphospecies diversity as well as most of the taxa relative abundance decline in response to the environmental stress (ES) gradient related to total organic carbon (TOC) and metal pollution. Based on ecological indices, Exp(H'bc) (G), Exp(H'bc) (M), foraminifera ATZI marine biotic index (Foram-AMBI), Foram Stress Index (FSI), and geochemical indices (TOC and Potential Ecological Risk Index), the lowest values of EcoQS (i.e., bad to moderate) are inferred in the innermost part of the SB. Despite minor discrepancies among the six EcoQS indices, an agreement has been found for 63% of the stations. To improve the agreement between the ecological indices, it is necessary to fill the gap in species ecology; information on the ecology of many species is still unknown. This work reinforces the importance of molecular analysis and morphological methods in environmental impact studies and confirms the reliability of foraminiferal metabarcoding in EcoQS assessment. This is the first study evaluating the EcoQS in the South Atlantic by using combined foraminiferal eDNA metabarcoding with morphological data.
•Foraminiferal eDNA and morphology are used to infer EcoQS in coastal SE Brazil.•Biotic and abiotic indices show poor/bad EcoQS in the inner area of the Sepetiba Bay.•High/good EcoQS are found in the outer area of the Sepetiba Bay.•Molecular and morpho-methods provide similar EcoQS. |
doi_str_mv | 10.1016/j.marenvres.2024.106340 |
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•Foraminiferal eDNA and morphology are used to infer EcoQS in coastal SE Brazil.•Biotic and abiotic indices show poor/bad EcoQS in the inner area of the Sepetiba Bay.•High/good EcoQS are found in the outer area of the Sepetiba Bay.•Molecular and morpho-methods provide similar EcoQS.</description><identifier>ISSN: 0141-1136</identifier><identifier>EISSN: 1879-0291</identifier><identifier>DOI: 10.1016/j.marenvres.2024.106340</identifier><identifier>PMID: 38232436</identifier><language>eng</language><publisher>England: Elsevier Ltd</publisher><subject>Diversity ; eDNA ; Foram-AMBI ; FSI ; Metals ; Organic matter enrichment ; Pollution</subject><ispartof>Marine environmental research, 2024-03, Vol.195, p.106340-106340, Article 106340</ispartof><rights>2024 Elsevier Ltd</rights><rights>Copyright © 2024 Elsevier Ltd. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c371t-4597bd5851206ec291f774a24419d20d99f8e221f0c30f5a5498cfb0168eb6cf3</citedby><cites>FETCH-LOGICAL-c371t-4597bd5851206ec291f774a24419d20d99f8e221f0c30f5a5498cfb0168eb6cf3</cites><orcidid>0000-0002-7846-6324 ; 0000-0002-2246-7117 ; 0000-0002-0425-9306 ; 0000-0001-6231-0504 ; 0000-0002-2631-0176 ; 0000-0001-8348-8862 ; 0000-0002-9143-8766 ; 0000-0002-4504-9962 ; 0000-0001-9406-6470 ; 0000-0002-8309-3315 ; 0000-0001-7974-1546 ; 0000-0002-5637-1930 ; 0000-0002-5310-4685</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38232436$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Damasceno, Fabrício Leandro</creatorcontrib><creatorcontrib>Alves Martins, Maria Virgínia</creatorcontrib><creatorcontrib>Frontalini, Fabrizio</creatorcontrib><creatorcontrib>Pawlowski, Jan</creatorcontrib><creatorcontrib>Cermakova, Kristina</creatorcontrib><creatorcontrib>Angeles, Inès Barrenechea</creatorcontrib><creatorcontrib>Costa Santos, Luiz Guilherme</creatorcontrib><creatorcontrib>Filho, João Graciano Mendonça</creatorcontrib><creatorcontrib>Francescangeli, Fabio</creatorcontrib><creatorcontrib>Senez-Mello, Thaise M.</creatorcontrib><creatorcontrib>Castelo, Wellen Fernanda Louzada</creatorcontrib><creatorcontrib>Rebouças, Renata Cardia</creatorcontrib><creatorcontrib>Duleba, Wania</creatorcontrib><creatorcontrib>Mello e Sousa, Silvia Helena de</creatorcontrib><creatorcontrib>Laut, Lazaro</creatorcontrib><creatorcontrib>Antonioli, Luzia</creatorcontrib><creatorcontrib>Carvalho Da Silva, André Luiz</creatorcontrib><creatorcontrib>Ramos e Silva, Carlos Augusto</creatorcontrib><creatorcontrib>Vilela, Claudia Gutterres</creatorcontrib><creatorcontrib>Dias, Fabio Ferreira</creatorcontrib><creatorcontrib>Coe, Heloísa Helena Gomes</creatorcontrib><creatorcontrib>Castro, João Wagner Alencar</creatorcontrib><creatorcontrib>Crapez, Mirian Araújo Carlos</creatorcontrib><creatorcontrib>Damasceno, Raimundo</creatorcontrib><creatorcontrib>Dino, Rodolfo</creatorcontrib><creatorcontrib>Carelli, Thiago Gonçalves</creatorcontrib><creatorcontrib>Reis, Antonio Tadeu dos</creatorcontrib><creatorcontrib>Guerra, Josefa Varela</creatorcontrib><creatorcontrib>Members of the Project “Anthropized Coastal Systems”</creatorcontrib><title>Assessment of the ecological quality status of the Sepetiba Bay (SE Brazil): When metabarcoding meets morphology on foraminifera</title><title>Marine environmental research</title><addtitle>Mar Environ Res</addtitle><description>In recent years, the region surrounding Sepetiba Bay (SB; SE Brazil) has become a hub of intense urban expansion and economic exploitation in response to ore transport and industrial and port activities. As a result, contaminants have been introduced into the bay, leading to an overall worsening of the environmental quality. The present work applies for the first time a foraminiferal morphology-based approach (M) and eDNA-based metabarcoding sequencing (G), along with geochemical data to assess the ecological quality status (EcoQS) in the SB. Principal component analysis shows that the eDNA and morphospecies diversity as well as most of the taxa relative abundance decline in response to the environmental stress (ES) gradient related to total organic carbon (TOC) and metal pollution. Based on ecological indices, Exp(H'bc) (G), Exp(H'bc) (M), foraminifera ATZI marine biotic index (Foram-AMBI), Foram Stress Index (FSI), and geochemical indices (TOC and Potential Ecological Risk Index), the lowest values of EcoQS (i.e., bad to moderate) are inferred in the innermost part of the SB. Despite minor discrepancies among the six EcoQS indices, an agreement has been found for 63% of the stations. To improve the agreement between the ecological indices, it is necessary to fill the gap in species ecology; information on the ecology of many species is still unknown. This work reinforces the importance of molecular analysis and morphological methods in environmental impact studies and confirms the reliability of foraminiferal metabarcoding in EcoQS assessment. This is the first study evaluating the EcoQS in the South Atlantic by using combined foraminiferal eDNA metabarcoding with morphological data.
•Foraminiferal eDNA and morphology are used to infer EcoQS in coastal SE Brazil.•Biotic and abiotic indices show poor/bad EcoQS in the inner area of the Sepetiba Bay.•High/good EcoQS are found in the outer area of the Sepetiba Bay.•Molecular and morpho-methods provide similar EcoQS.</description><subject>Diversity</subject><subject>eDNA</subject><subject>Foram-AMBI</subject><subject>FSI</subject><subject>Metals</subject><subject>Organic matter enrichment</subject><subject>Pollution</subject><issn>0141-1136</issn><issn>1879-0291</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNqFkE1v1DAQhi0EokvhL4CP5ZDFdmwn4batyodUiUNBHC3HGXe9SuKtx6m0nPjpeLVtr5xGM3rmHc1DyAfO1pxx_Wm3nmyC-SEBrgUTskx1LdkLsuJt01VMdPwlWTEuecV5rc_IG8QdY0w1XL0mZ3UraiFrvSJ_N4iAOMGcafQ0b4GCi2O8C86O9H6xY8gHitnmBZ-AW9hDDr2ll_ZAL26v6WWyf8L48TP9vYWZTpBtb5OLQ5jvSgcZ6RTTfnuMPdA4Ux-TncIcPCT7lrzydkR491jPya8v1z-vvlU3P75-v9rcVK5ueK6k6pp-UK3igmlw5T_fNNIKKXk3CDZ0nW9BCO6Zq5lXVsmudb4vrlrotfP1Obk45e5TvF8As5kCOhhHO0Nc0JRELZnWShW0OaEuRcQE3uxTKL4PhjNz1G925lm_Oeo3J_1l8_3jkaWfYHjee_JdgM0JgPLqQ4Bk0AWYHQwhgctmiOG_R_4Bb8qbpw</recordid><startdate>202403</startdate><enddate>202403</enddate><creator>Damasceno, Fabrício Leandro</creator><creator>Alves Martins, Maria Virgínia</creator><creator>Frontalini, Fabrizio</creator><creator>Pawlowski, Jan</creator><creator>Cermakova, Kristina</creator><creator>Angeles, Inès Barrenechea</creator><creator>Costa Santos, Luiz Guilherme</creator><creator>Filho, João Graciano Mendonça</creator><creator>Francescangeli, Fabio</creator><creator>Senez-Mello, Thaise M.</creator><creator>Castelo, Wellen Fernanda Louzada</creator><creator>Rebouças, Renata Cardia</creator><creator>Duleba, Wania</creator><creator>Mello e Sousa, Silvia Helena de</creator><creator>Laut, Lazaro</creator><creator>Antonioli, Luzia</creator><creator>Carvalho Da Silva, André Luiz</creator><creator>Ramos e Silva, Carlos Augusto</creator><creator>Vilela, Claudia Gutterres</creator><creator>Dias, Fabio Ferreira</creator><creator>Coe, Heloísa Helena Gomes</creator><creator>Castro, João Wagner Alencar</creator><creator>Crapez, Mirian Araújo Carlos</creator><creator>Damasceno, Raimundo</creator><creator>Dino, Rodolfo</creator><creator>Carelli, Thiago Gonçalves</creator><creator>Reis, Antonio Tadeu dos</creator><creator>Guerra, Josefa Varela</creator><general>Elsevier Ltd</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-7846-6324</orcidid><orcidid>https://orcid.org/0000-0002-2246-7117</orcidid><orcidid>https://orcid.org/0000-0002-0425-9306</orcidid><orcidid>https://orcid.org/0000-0001-6231-0504</orcidid><orcidid>https://orcid.org/0000-0002-2631-0176</orcidid><orcidid>https://orcid.org/0000-0001-8348-8862</orcidid><orcidid>https://orcid.org/0000-0002-9143-8766</orcidid><orcidid>https://orcid.org/0000-0002-4504-9962</orcidid><orcidid>https://orcid.org/0000-0001-9406-6470</orcidid><orcidid>https://orcid.org/0000-0002-8309-3315</orcidid><orcidid>https://orcid.org/0000-0001-7974-1546</orcidid><orcidid>https://orcid.org/0000-0002-5637-1930</orcidid><orcidid>https://orcid.org/0000-0002-5310-4685</orcidid></search><sort><creationdate>202403</creationdate><title>Assessment of the ecological quality status of the Sepetiba Bay (SE Brazil): When metabarcoding meets morphology on foraminifera</title><author>Damasceno, Fabrício Leandro ; Alves Martins, Maria Virgínia ; Frontalini, Fabrizio ; Pawlowski, Jan ; Cermakova, Kristina ; Angeles, Inès Barrenechea ; Costa Santos, Luiz Guilherme ; Filho, João Graciano Mendonça ; Francescangeli, Fabio ; Senez-Mello, Thaise M. ; Castelo, Wellen Fernanda Louzada ; Rebouças, Renata Cardia ; Duleba, Wania ; Mello e Sousa, Silvia Helena de ; Laut, Lazaro ; Antonioli, Luzia ; Carvalho Da Silva, André Luiz ; Ramos e Silva, Carlos Augusto ; Vilela, Claudia Gutterres ; Dias, Fabio Ferreira ; Coe, Heloísa Helena Gomes ; Castro, João Wagner Alencar ; Crapez, Mirian Araújo Carlos ; Damasceno, Raimundo ; Dino, Rodolfo ; Carelli, Thiago Gonçalves ; Reis, Antonio Tadeu dos ; Guerra, Josefa Varela</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c371t-4597bd5851206ec291f774a24419d20d99f8e221f0c30f5a5498cfb0168eb6cf3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Diversity</topic><topic>eDNA</topic><topic>Foram-AMBI</topic><topic>FSI</topic><topic>Metals</topic><topic>Organic matter enrichment</topic><topic>Pollution</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Damasceno, Fabrício Leandro</creatorcontrib><creatorcontrib>Alves Martins, Maria Virgínia</creatorcontrib><creatorcontrib>Frontalini, Fabrizio</creatorcontrib><creatorcontrib>Pawlowski, Jan</creatorcontrib><creatorcontrib>Cermakova, Kristina</creatorcontrib><creatorcontrib>Angeles, Inès Barrenechea</creatorcontrib><creatorcontrib>Costa Santos, Luiz Guilherme</creatorcontrib><creatorcontrib>Filho, João Graciano Mendonça</creatorcontrib><creatorcontrib>Francescangeli, Fabio</creatorcontrib><creatorcontrib>Senez-Mello, Thaise M.</creatorcontrib><creatorcontrib>Castelo, Wellen Fernanda Louzada</creatorcontrib><creatorcontrib>Rebouças, Renata Cardia</creatorcontrib><creatorcontrib>Duleba, Wania</creatorcontrib><creatorcontrib>Mello e Sousa, Silvia Helena de</creatorcontrib><creatorcontrib>Laut, Lazaro</creatorcontrib><creatorcontrib>Antonioli, Luzia</creatorcontrib><creatorcontrib>Carvalho Da Silva, André Luiz</creatorcontrib><creatorcontrib>Ramos e Silva, Carlos Augusto</creatorcontrib><creatorcontrib>Vilela, Claudia Gutterres</creatorcontrib><creatorcontrib>Dias, Fabio Ferreira</creatorcontrib><creatorcontrib>Coe, Heloísa Helena Gomes</creatorcontrib><creatorcontrib>Castro, João Wagner Alencar</creatorcontrib><creatorcontrib>Crapez, Mirian Araújo Carlos</creatorcontrib><creatorcontrib>Damasceno, Raimundo</creatorcontrib><creatorcontrib>Dino, Rodolfo</creatorcontrib><creatorcontrib>Carelli, Thiago Gonçalves</creatorcontrib><creatorcontrib>Reis, Antonio Tadeu dos</creatorcontrib><creatorcontrib>Guerra, Josefa Varela</creatorcontrib><creatorcontrib>Members of the Project “Anthropized Coastal Systems”</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Marine environmental research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Damasceno, Fabrício Leandro</au><au>Alves Martins, Maria Virgínia</au><au>Frontalini, Fabrizio</au><au>Pawlowski, Jan</au><au>Cermakova, Kristina</au><au>Angeles, Inès Barrenechea</au><au>Costa Santos, Luiz Guilherme</au><au>Filho, João Graciano Mendonça</au><au>Francescangeli, Fabio</au><au>Senez-Mello, Thaise M.</au><au>Castelo, Wellen Fernanda Louzada</au><au>Rebouças, Renata Cardia</au><au>Duleba, Wania</au><au>Mello e Sousa, Silvia Helena de</au><au>Laut, Lazaro</au><au>Antonioli, Luzia</au><au>Carvalho Da Silva, André Luiz</au><au>Ramos e Silva, Carlos Augusto</au><au>Vilela, Claudia Gutterres</au><au>Dias, Fabio Ferreira</au><au>Coe, Heloísa Helena Gomes</au><au>Castro, João Wagner Alencar</au><au>Crapez, Mirian Araújo Carlos</au><au>Damasceno, Raimundo</au><au>Dino, Rodolfo</au><au>Carelli, Thiago Gonçalves</au><au>Reis, Antonio Tadeu dos</au><au>Guerra, Josefa Varela</au><aucorp>Members of the Project “Anthropized Coastal Systems”</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Assessment of the ecological quality status of the Sepetiba Bay (SE Brazil): When metabarcoding meets morphology on foraminifera</atitle><jtitle>Marine environmental research</jtitle><addtitle>Mar Environ Res</addtitle><date>2024-03</date><risdate>2024</risdate><volume>195</volume><spage>106340</spage><epage>106340</epage><pages>106340-106340</pages><artnum>106340</artnum><issn>0141-1136</issn><eissn>1879-0291</eissn><abstract>In recent years, the region surrounding Sepetiba Bay (SB; SE Brazil) has become a hub of intense urban expansion and economic exploitation in response to ore transport and industrial and port activities. As a result, contaminants have been introduced into the bay, leading to an overall worsening of the environmental quality. The present work applies for the first time a foraminiferal morphology-based approach (M) and eDNA-based metabarcoding sequencing (G), along with geochemical data to assess the ecological quality status (EcoQS) in the SB. Principal component analysis shows that the eDNA and morphospecies diversity as well as most of the taxa relative abundance decline in response to the environmental stress (ES) gradient related to total organic carbon (TOC) and metal pollution. Based on ecological indices, Exp(H'bc) (G), Exp(H'bc) (M), foraminifera ATZI marine biotic index (Foram-AMBI), Foram Stress Index (FSI), and geochemical indices (TOC and Potential Ecological Risk Index), the lowest values of EcoQS (i.e., bad to moderate) are inferred in the innermost part of the SB. Despite minor discrepancies among the six EcoQS indices, an agreement has been found for 63% of the stations. To improve the agreement between the ecological indices, it is necessary to fill the gap in species ecology; information on the ecology of many species is still unknown. This work reinforces the importance of molecular analysis and morphological methods in environmental impact studies and confirms the reliability of foraminiferal metabarcoding in EcoQS assessment. This is the first study evaluating the EcoQS in the South Atlantic by using combined foraminiferal eDNA metabarcoding with morphological data.
•Foraminiferal eDNA and morphology are used to infer EcoQS in coastal SE Brazil.•Biotic and abiotic indices show poor/bad EcoQS in the inner area of the Sepetiba Bay.•High/good EcoQS are found in the outer area of the Sepetiba Bay.•Molecular and morpho-methods provide similar EcoQS.</abstract><cop>England</cop><pub>Elsevier Ltd</pub><pmid>38232436</pmid><doi>10.1016/j.marenvres.2024.106340</doi><tpages>1</tpages><orcidid>https://orcid.org/0000-0002-7846-6324</orcidid><orcidid>https://orcid.org/0000-0002-2246-7117</orcidid><orcidid>https://orcid.org/0000-0002-0425-9306</orcidid><orcidid>https://orcid.org/0000-0001-6231-0504</orcidid><orcidid>https://orcid.org/0000-0002-2631-0176</orcidid><orcidid>https://orcid.org/0000-0001-8348-8862</orcidid><orcidid>https://orcid.org/0000-0002-9143-8766</orcidid><orcidid>https://orcid.org/0000-0002-4504-9962</orcidid><orcidid>https://orcid.org/0000-0001-9406-6470</orcidid><orcidid>https://orcid.org/0000-0002-8309-3315</orcidid><orcidid>https://orcid.org/0000-0001-7974-1546</orcidid><orcidid>https://orcid.org/0000-0002-5637-1930</orcidid><orcidid>https://orcid.org/0000-0002-5310-4685</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 0141-1136 |
ispartof | Marine environmental research, 2024-03, Vol.195, p.106340-106340, Article 106340 |
issn | 0141-1136 1879-0291 |
language | eng |
recordid | cdi_proquest_miscellaneous_2916406655 |
source | ScienceDirect Journals |
subjects | Diversity eDNA Foram-AMBI FSI Metals Organic matter enrichment Pollution |
title | Assessment of the ecological quality status of the Sepetiba Bay (SE Brazil): When metabarcoding meets morphology on foraminifera |
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