Integrative investigation of hematotoxic effects induced by low doses of lead, cadmium, mercury and arsenic mixture: In vivo and in silico approach
The effect of the lead (Pb), cadmium (Cd), mercury (Hg) and arsenic (As) mixture (MIX) on hematotoxicity development was investigated trough combined approach. In vivo subacute study (28 days) was performed on rats (5 per group): a control group and five groups orally exposed to increasing metal(loi...
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creator | Živančević, Katarina Živanović, Jovana Baralić, Katarina Božić, Dragica Marić, Đurđica Vukelić, Dragana Miljaković, Evica Antonijević Djordjevic, Aleksandra Buha Ćurčić, Marijana Bulat, Zorica Antonijević, Biljana Đukić-Ćosić, Danijela |
description | The effect of the lead (Pb), cadmium (Cd), mercury (Hg) and arsenic (As) mixture (MIX) on hematotoxicity development was investigated trough combined approach. In vivo subacute study (28 days) was performed on rats (5 per group): a control group and five groups orally exposed to increasing metal(loid) mixture doses, MIX 1- MIX 5 (mg/kg bw./day) (Pb: 0.003, 0.01, 0.1, 0.3, 1; Cd: 0.01, 0.03, 0.3, 0.9, 3; Hg: 0.0002, 0.0006, 0.006, 0.018, 0.06; As: 0.002, 0.006, 0.06, 0.18, 0.6). Blood was taken for analysis of hematological parameters and serum iron (Fe) analysis. MIX treatment increased thrombocyte/platelet count and MCHC and decreased Hb, HCT, MCV and MCH values compared to control, indicating the development of anemia and thrombocytosis. BMDIs with the narrowest width were identified for MCH [pg] (6.030E-03 - 1.287E-01 mg Pb/kg bw./day; 2.010E-02 - 4.290E-01 mg Cd/kg bw./day; 4.020E-04 - 8.580E-03 mg Hg/kg bw./day; 4.020E-03 - 8.580E-02 mg As/kg bw./day). In silico analysis showed target genes connected with MIX and the development of: anemia - ACHE, GSR, PARP1, TNF; thrombocytosis – JAK2, CALR, MPL, THPO; hematological diseases - FAS and ALAD. The main extracted pathways for anemia were related to apoptosis and oxidative stress; for thrombocytosis were signaling pathways of Jak-STAT and TPO. Changes in miRNAs and transcription factors enabled the mode of action (MoA) development based on the obtained results, contributing to mechanistic understanding and hematological risk related to MIX exposure.
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•Pb + Cd + Hg + As (MIX): increased platelet count, MCHC; decreased Hb, HCT MCV, MCH.•MIX 4 and MIX 5 showed the most prominent effects on the majority of parameters.•The narrower BMDIs were determined for MCV, MCH, MCHC, and the thrombocyte count.•MIX induces hematotoxicity via oxidative stress, apoptosis, Jak-STAT, TPO pathways.•MoA diagram contributes to mechanistic understanding of MIX induced hematotoxicity. |
doi_str_mv | 10.1016/j.scitotenv.2024.172608 |
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[Display omitted]
•Pb + Cd + Hg + As (MIX): increased platelet count, MCHC; decreased Hb, HCT MCV, MCH.•MIX 4 and MIX 5 showed the most prominent effects on the majority of parameters.•The narrower BMDIs were determined for MCV, MCH, MCHC, and the thrombocyte count.•MIX induces hematotoxicity via oxidative stress, apoptosis, Jak-STAT, TPO pathways.•MoA diagram contributes to mechanistic understanding of MIX induced hematotoxicity.</description><identifier>ISSN: 0048-9697</identifier><identifier>EISSN: 1879-1026</identifier><identifier>DOI: 10.1016/j.scitotenv.2024.172608</identifier><identifier>PMID: 38653421</identifier><language>eng</language><publisher>Netherlands: Elsevier B.V</publisher><subject>Benchmark modelling ; Hematotoxicity ; Mode of action ; Toxic metal(loid)s mixture</subject><ispartof>The Science of the total environment, 2024-06, Vol.930, p.172608-172608, Article 172608</ispartof><rights>2024 Elsevier B.V.</rights><rights>Copyright © 2024. Published by Elsevier B.V.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c317t-b9175637890bedd2b787eb59b51b2b3bef091f7aac558323d9f1d30b4f49ff523</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0048969724027542$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65534</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38653421$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Živančević, Katarina</creatorcontrib><creatorcontrib>Živanović, Jovana</creatorcontrib><creatorcontrib>Baralić, Katarina</creatorcontrib><creatorcontrib>Božić, Dragica</creatorcontrib><creatorcontrib>Marić, Đurđica</creatorcontrib><creatorcontrib>Vukelić, Dragana</creatorcontrib><creatorcontrib>Miljaković, Evica Antonijević</creatorcontrib><creatorcontrib>Djordjevic, Aleksandra Buha</creatorcontrib><creatorcontrib>Ćurčić, Marijana</creatorcontrib><creatorcontrib>Bulat, Zorica</creatorcontrib><creatorcontrib>Antonijević, Biljana</creatorcontrib><creatorcontrib>Đukić-Ćosić, Danijela</creatorcontrib><title>Integrative investigation of hematotoxic effects induced by low doses of lead, cadmium, mercury and arsenic mixture: In vivo and in silico approach</title><title>The Science of the total environment</title><addtitle>Sci Total Environ</addtitle><description>The effect of the lead (Pb), cadmium (Cd), mercury (Hg) and arsenic (As) mixture (MIX) on hematotoxicity development was investigated trough combined approach. In vivo subacute study (28 days) was performed on rats (5 per group): a control group and five groups orally exposed to increasing metal(loid) mixture doses, MIX 1- MIX 5 (mg/kg bw./day) (Pb: 0.003, 0.01, 0.1, 0.3, 1; Cd: 0.01, 0.03, 0.3, 0.9, 3; Hg: 0.0002, 0.0006, 0.006, 0.018, 0.06; As: 0.002, 0.006, 0.06, 0.18, 0.6). Blood was taken for analysis of hematological parameters and serum iron (Fe) analysis. MIX treatment increased thrombocyte/platelet count and MCHC and decreased Hb, HCT, MCV and MCH values compared to control, indicating the development of anemia and thrombocytosis. BMDIs with the narrowest width were identified for MCH [pg] (6.030E-03 - 1.287E-01 mg Pb/kg bw./day; 2.010E-02 - 4.290E-01 mg Cd/kg bw./day; 4.020E-04 - 8.580E-03 mg Hg/kg bw./day; 4.020E-03 - 8.580E-02 mg As/kg bw./day). In silico analysis showed target genes connected with MIX and the development of: anemia - ACHE, GSR, PARP1, TNF; thrombocytosis – JAK2, CALR, MPL, THPO; hematological diseases - FAS and ALAD. The main extracted pathways for anemia were related to apoptosis and oxidative stress; for thrombocytosis were signaling pathways of Jak-STAT and TPO. Changes in miRNAs and transcription factors enabled the mode of action (MoA) development based on the obtained results, contributing to mechanistic understanding and hematological risk related to MIX exposure.
[Display omitted]
•Pb + Cd + Hg + As (MIX): increased platelet count, MCHC; decreased Hb, HCT MCV, MCH.•MIX 4 and MIX 5 showed the most prominent effects on the majority of parameters.•The narrower BMDIs were determined for MCV, MCH, MCHC, and the thrombocyte count.•MIX induces hematotoxicity via oxidative stress, apoptosis, Jak-STAT, TPO pathways.•MoA diagram contributes to mechanistic understanding of MIX induced hematotoxicity.</description><subject>Benchmark modelling</subject><subject>Hematotoxicity</subject><subject>Mode of action</subject><subject>Toxic metal(loid)s mixture</subject><issn>0048-9697</issn><issn>1879-1026</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNqFkctuFDEQRS0EIkPgF8BLFunBj-52m10U8RgpEhtYW36UE4-67cHubjLfwQ_jYUK2eGOV6tS9qroIvaNkSwntP-y3xYY5zRDXLSOs3VLBejI8Qxs6CNlQwvrnaENIOzSyl-ICvSplT-oTA32JLvjQd7xldIN-7-IMd1nPYQUc4gplDne1ShEnj-9h0tUlPQSLwXuwc6mQWyw4bI54TL-wSwXKiR1BuytstZvCMl3hCbJd8hHr6LDOBWKVmMLDvGT4iHcRr2FNf5sh4hLGYGt1OOSk7f1r9MLrscCbx_8S_fj86fvN1-b225fdzfVtYzkVc2MkFV3PxSCJAeeYEYMA00nTUcMMN-CJpF5obbtu4Iw76anjxLS-ld53jF-i92fdavtzqZurKRQL46gjpKUoTtqOUil6UVFxRm1OpWTw6pDDpPNRUaJOiai9ekpEnRJR50Tq5NtHk8VM4J7m_kVQgeszAHXVNUA-CUGsJw65Hly5FP5r8gf9tKQ5</recordid><startdate>20240620</startdate><enddate>20240620</enddate><creator>Živančević, Katarina</creator><creator>Živanović, Jovana</creator><creator>Baralić, Katarina</creator><creator>Božić, Dragica</creator><creator>Marić, Đurđica</creator><creator>Vukelić, Dragana</creator><creator>Miljaković, Evica Antonijević</creator><creator>Djordjevic, Aleksandra Buha</creator><creator>Ćurčić, Marijana</creator><creator>Bulat, Zorica</creator><creator>Antonijević, Biljana</creator><creator>Đukić-Ćosić, Danijela</creator><general>Elsevier B.V</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>20240620</creationdate><title>Integrative investigation of hematotoxic effects induced by low doses of lead, cadmium, mercury and arsenic mixture: In vivo and in silico approach</title><author>Živančević, Katarina ; Živanović, Jovana ; Baralić, Katarina ; Božić, Dragica ; Marić, Đurđica ; Vukelić, Dragana ; Miljaković, Evica Antonijević ; Djordjevic, Aleksandra Buha ; Ćurčić, Marijana ; Bulat, Zorica ; Antonijević, Biljana ; Đukić-Ćosić, Danijela</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c317t-b9175637890bedd2b787eb59b51b2b3bef091f7aac558323d9f1d30b4f49ff523</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Benchmark modelling</topic><topic>Hematotoxicity</topic><topic>Mode of action</topic><topic>Toxic metal(loid)s mixture</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Živančević, Katarina</creatorcontrib><creatorcontrib>Živanović, Jovana</creatorcontrib><creatorcontrib>Baralić, Katarina</creatorcontrib><creatorcontrib>Božić, Dragica</creatorcontrib><creatorcontrib>Marić, Đurđica</creatorcontrib><creatorcontrib>Vukelić, Dragana</creatorcontrib><creatorcontrib>Miljaković, Evica Antonijević</creatorcontrib><creatorcontrib>Djordjevic, Aleksandra Buha</creatorcontrib><creatorcontrib>Ćurčić, Marijana</creatorcontrib><creatorcontrib>Bulat, Zorica</creatorcontrib><creatorcontrib>Antonijević, Biljana</creatorcontrib><creatorcontrib>Đukić-Ćosić, Danijela</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>The Science of the total environment</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Živančević, Katarina</au><au>Živanović, Jovana</au><au>Baralić, Katarina</au><au>Božić, Dragica</au><au>Marić, Đurđica</au><au>Vukelić, Dragana</au><au>Miljaković, Evica Antonijević</au><au>Djordjevic, Aleksandra Buha</au><au>Ćurčić, Marijana</au><au>Bulat, Zorica</au><au>Antonijević, Biljana</au><au>Đukić-Ćosić, Danijela</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Integrative investigation of hematotoxic effects induced by low doses of lead, cadmium, mercury and arsenic mixture: In vivo and in silico approach</atitle><jtitle>The Science of the total environment</jtitle><addtitle>Sci Total Environ</addtitle><date>2024-06-20</date><risdate>2024</risdate><volume>930</volume><spage>172608</spage><epage>172608</epage><pages>172608-172608</pages><artnum>172608</artnum><issn>0048-9697</issn><eissn>1879-1026</eissn><abstract>The effect of the lead (Pb), cadmium (Cd), mercury (Hg) and arsenic (As) mixture (MIX) on hematotoxicity development was investigated trough combined approach. In vivo subacute study (28 days) was performed on rats (5 per group): a control group and five groups orally exposed to increasing metal(loid) mixture doses, MIX 1- MIX 5 (mg/kg bw./day) (Pb: 0.003, 0.01, 0.1, 0.3, 1; Cd: 0.01, 0.03, 0.3, 0.9, 3; Hg: 0.0002, 0.0006, 0.006, 0.018, 0.06; As: 0.002, 0.006, 0.06, 0.18, 0.6). Blood was taken for analysis of hematological parameters and serum iron (Fe) analysis. MIX treatment increased thrombocyte/platelet count and MCHC and decreased Hb, HCT, MCV and MCH values compared to control, indicating the development of anemia and thrombocytosis. BMDIs with the narrowest width were identified for MCH [pg] (6.030E-03 - 1.287E-01 mg Pb/kg bw./day; 2.010E-02 - 4.290E-01 mg Cd/kg bw./day; 4.020E-04 - 8.580E-03 mg Hg/kg bw./day; 4.020E-03 - 8.580E-02 mg As/kg bw./day). In silico analysis showed target genes connected with MIX and the development of: anemia - ACHE, GSR, PARP1, TNF; thrombocytosis – JAK2, CALR, MPL, THPO; hematological diseases - FAS and ALAD. The main extracted pathways for anemia were related to apoptosis and oxidative stress; for thrombocytosis were signaling pathways of Jak-STAT and TPO. Changes in miRNAs and transcription factors enabled the mode of action (MoA) development based on the obtained results, contributing to mechanistic understanding and hematological risk related to MIX exposure.
[Display omitted]
•Pb + Cd + Hg + As (MIX): increased platelet count, MCHC; decreased Hb, HCT MCV, MCH.•MIX 4 and MIX 5 showed the most prominent effects on the majority of parameters.•The narrower BMDIs were determined for MCV, MCH, MCHC, and the thrombocyte count.•MIX induces hematotoxicity via oxidative stress, apoptosis, Jak-STAT, TPO pathways.•MoA diagram contributes to mechanistic understanding of MIX induced hematotoxicity.</abstract><cop>Netherlands</cop><pub>Elsevier B.V</pub><pmid>38653421</pmid><doi>10.1016/j.scitotenv.2024.172608</doi><tpages>1</tpages></addata></record> |
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title | Integrative investigation of hematotoxic effects induced by low doses of lead, cadmium, mercury and arsenic mixture: In vivo and in silico approach |
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