Qian Cai , Jun Wu , Min Xu , Gang Yang , Ricardo Amils , José M. Martínez , Jing Ma
{"title":"密歇根克雷伯菌NT-27对镉生物矿化机制的转录组学和代谢研究","authors":"Qian Cai , Jun Wu , Min Xu , Gang Yang , Ricardo Amils , José M. Martínez , Jing Ma","doi":"10.1016/j.eti.2025.104444","DOIUrl":null,"url":null,"abstract":"<div><div>Microbially induced calcite precipitation (MICP) offers a promising strategy for the remediation of cadmium (Cd) contamination; however, the molecular mechanisms underlying Cd immobilization during this process remain unclear. This study aimed to uncover the biomineralization mechanisms of <em>Klebsiella michiganensis</em> NT-27, a Cd-resistant and ureolytic bacteria. To achieve this, we conducted integrated genomic, transcriptomic, and metabolomic analyses. Results showed that <em>K. michiganensis</em> NT-27 effectively removed 70.97 % of Cd<sup>2 +</sup> from a 20 mg/L solution in 7 days. Genomic analysis identified Cd<sup>2+</sup> resistance genes (<em>czcD</em>, 945 bp; <em>zntA</em>, 2205 bp) and the complete urease gene cluster (<em>ureABCDEFG</em>), with <em>ureC</em> being the longest (1704 bp). Transcriptomic analysis identified 25 upregulated and 22 downregulated genes during the MICP process, primarily related to transmembrane transport, the TCA cycle, and glutamate metabolism. Metabolomic profiling showed significant changes in ABC transporters, arginine biosynthesis, biosynthesis of cofactors, and nucleotide metabolism. SEM-EDS, TEM, FTIR, XRD, and XPS analyses confirmed that Cd<sup>2+</sup> was immobilized via co-precipitation with CaCO<sub>3</sub>, while 3D-EEM analysis further indicated that tyrosine- and tryptophan-containing extracellular polymeric substances contributed to Cd<sup>2+</sup> immobilization. These findings provide a comprehensive understanding of the molecular mechanisms driving Cd immobilization during the MICP process, offering valuable insights for the development of effective bioremediation strategies.</div></div>","PeriodicalId":11725,"journal":{"name":"Environmental Technology & Innovation","volume":"40 ","pages":"Article 104444"},"PeriodicalIF":7.1000,"publicationDate":"2025-08-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Transcriptomic and metabolic insights into the mechanism of cadmium biomineralization by Klebsiella michiganensis NT-27\",\"authors\":\"Qian Cai , Jun Wu , Min Xu , Gang Yang , Ricardo Amils , José M. Martínez , Jing Ma\",\"doi\":\"10.1016/j.eti.2025.104444\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Microbially induced calcite precipitation (MICP) offers a promising strategy for the remediation of cadmium (Cd) contamination; however, the molecular mechanisms underlying Cd immobilization during this process remain unclear. This study aimed to uncover the biomineralization mechanisms of <em>Klebsiella michiganensis</em> NT-27, a Cd-resistant and ureolytic bacteria. To achieve this, we conducted integrated genomic, transcriptomic, and metabolomic analyses. Results showed that <em>K. michiganensis</em> NT-27 effectively removed 70.97 % of Cd<sup>2 +</sup> from a 20 mg/L solution in 7 days. Genomic analysis identified Cd<sup>2+</sup> resistance genes (<em>czcD</em>, 945 bp; <em>zntA</em>, 2205 bp) and the complete urease gene cluster (<em>ureABCDEFG</em>), with <em>ureC</em> being the longest (1704 bp). Transcriptomic analysis identified 25 upregulated and 22 downregulated genes during the MICP process, primarily related to transmembrane transport, the TCA cycle, and glutamate metabolism. Metabolomic profiling showed significant changes in ABC transporters, arginine biosynthesis, biosynthesis of cofactors, and nucleotide metabolism. SEM-EDS, TEM, FTIR, XRD, and XPS analyses confirmed that Cd<sup>2+</sup> was immobilized via co-precipitation with CaCO<sub>3</sub>, while 3D-EEM analysis further indicated that tyrosine- and tryptophan-containing extracellular polymeric substances contributed to Cd<sup>2+</sup> immobilization. These findings provide a comprehensive understanding of the molecular mechanisms driving Cd immobilization during the MICP process, offering valuable insights for the development of effective bioremediation strategies.</div></div>\",\"PeriodicalId\":11725,\"journal\":{\"name\":\"Environmental Technology & Innovation\",\"volume\":\"40 \",\"pages\":\"Article 104444\"},\"PeriodicalIF\":7.1000,\"publicationDate\":\"2025-08-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Environmental Technology & Innovation\",\"FirstCategoryId\":\"93\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2352186425004304\",\"RegionNum\":2,\"RegionCategory\":\"环境科学与生态学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"BIOTECHNOLOGY & APPLIED MICROBIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Environmental Technology & Innovation","FirstCategoryId":"93","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2352186425004304","RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BIOTECHNOLOGY & APPLIED MICROBIOLOGY","Score":null,"Total":0}
Transcriptomic and metabolic insights into the mechanism of cadmium biomineralization by Klebsiella michiganensis NT-27
Microbially induced calcite precipitation (MICP) offers a promising strategy for the remediation of cadmium (Cd) contamination; however, the molecular mechanisms underlying Cd immobilization during this process remain unclear. This study aimed to uncover the biomineralization mechanisms of Klebsiella michiganensis NT-27, a Cd-resistant and ureolytic bacteria. To achieve this, we conducted integrated genomic, transcriptomic, and metabolomic analyses. Results showed that K. michiganensis NT-27 effectively removed 70.97 % of Cd2 + from a 20 mg/L solution in 7 days. Genomic analysis identified Cd2+ resistance genes (czcD, 945 bp; zntA, 2205 bp) and the complete urease gene cluster (ureABCDEFG), with ureC being the longest (1704 bp). Transcriptomic analysis identified 25 upregulated and 22 downregulated genes during the MICP process, primarily related to transmembrane transport, the TCA cycle, and glutamate metabolism. Metabolomic profiling showed significant changes in ABC transporters, arginine biosynthesis, biosynthesis of cofactors, and nucleotide metabolism. SEM-EDS, TEM, FTIR, XRD, and XPS analyses confirmed that Cd2+ was immobilized via co-precipitation with CaCO3, while 3D-EEM analysis further indicated that tyrosine- and tryptophan-containing extracellular polymeric substances contributed to Cd2+ immobilization. These findings provide a comprehensive understanding of the molecular mechanisms driving Cd immobilization during the MICP process, offering valuable insights for the development of effective bioremediation strategies.
期刊介绍:
Environmental Technology & Innovation adopts a challenge-oriented approach to solutions by integrating natural sciences to promote a sustainable future. The journal aims to foster the creation and development of innovative products, technologies, and ideas that enhance the environment, with impacts across soil, air, water, and food in rural and urban areas.
As a platform for disseminating scientific evidence for environmental protection and sustainable development, the journal emphasizes fundamental science, methodologies, tools, techniques, and policy considerations. It emphasizes the importance of science and technology in environmental benefits, including smarter, cleaner technologies for environmental protection, more efficient resource processing methods, and the evidence supporting their effectiveness.