Advances in microbial corrosion of metals induced via extracellular electron transfer by Shewanella oneidensis MR-1
Source abstract
Abstract
S. oneidensis MR-1 is frequently used in microbial corrosion studies due to the electrochemical activity and the easy cultivation. However, corrosion mechanisms of S. oneidensis MR-1, as a dissimilatory metal-reducing bacterium (DMRB), sometimes appear contradictory. This paper comprehensively reviewed the corrosion mechanisms of S. oneidensis MR-1, and the components involved in extracellular electron transfer (EET). The review aims to reveal the complexity of the corrosion processes by S. oneidensis MR-1.
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OpenAlex topics: Microbial Fuel Cells and Bioremediation · Corrosion Behavior and Inhibition · Metal Extraction and Bioleaching
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References (100+)
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1. Lekbach, Y. et al. Microbial corrosion of metals: the corrosion microbiome. Adv. Microb. Physiol. 78, 317–390 (2021).10.1016/bs.ampbs.2021.01.002 ↗
2. Guo, D. et al. Hydrocarbon-degrading Shewanella algae shows oxidative deterioration corrosion at the aluminium alloy & coating interface. Corros. Sci. 234, 112072 (2024).10.1016/j.corsci.2024.112072 ↗
3. Shen, Y. et al. Influence of sea sand and Shewanella algae on the corrosion behavior of 316 stainless steel in marine environment. Corros. Sci. 235, 112200 (2024).10.1016/j.corsci.2024.112200 ↗
4. Koch, G., Varney, J., Thompson, N., Moghissi, O., Gould, M., & Payer, J. International Measures of Prevention, Application, and Economics of Corrosion Technologies Study (NACE International, 2016).
5. Enning, D. & Garrelfs, J. Corrosion of iron by sulfate-reducing bacteria: new views of an old problem. Appl. Environ. Microbiol. 80, 1226–1236 (2014).10.1128/AEM.02848-13 ↗
6. Feng, H. et al. N-doping significantly enhances resistance of CrCoNi medium-entropy alloy towards microbiologically influenced corrosion and tribocorrosion in the presence of Shewanella algae. Corros. Sci. 225, 111597 (2023).10.1016/j.corsci.2023.111597 ↗
7. Lou, Y. et al. Microbiologically influenced corrosion inhibition of carbon steel via biomineralization induced by Shewanella putrefaciens. npj Mater. Degrad. 5, 59 (2021).10.1038/s41529-021-00206-0 ↗
8. Liu, H. et al. Pitting corrosion behavior and mechanism of 316L stainless steel induced by marine fungal extracellular polymeric substances. Corros. Sci. 224, 111485 (2023).10.1016/j.corsci.2023.111485 ↗
9. Zhang, Y. et al. Microbiologically influenced corrosion of Ferrium M54 maraging steel with different grain sizes induced by Desulfovibrio vulgaris. Corros. Sci. 237, 112302 (2024).10.1016/j.corsci.2024.112302 ↗
10. Lu, S. et al. Riboflavin-mediated Fe0-to-microbe electron transfer corrosion of EH40 steel by Halomonas titanicae. Corros. Sci. 231, 111981 (2024).10.1016/j.corsci.2024.111981 ↗
11. Zhao, M. et al. Electroactive Shewanella algae accelerates the crevice corrosion of X70 pipeline steel in marine environment. Corros. Sci. 235, 112226 (2024).10.1016/j.corsci.2024.112226 ↗
12. Liu, X. et al. The respective roles of sulfate-reducing bacteria (SRB) and iron-oxidizing bacteria (IOB) in the mixed microbial corrosion process of carbon steel pipelines. Corros. Sci. 240, 112479 (2024).10.1016/j.corsci.2024.112479 ↗
13. Gu, T. et al. Extracellular electron transfer in microbial biocorrosion. Curr. Opin. Electrochem. 29, 100763 (2021).10.1016/j.coelec.2021.100763 ↗
14. Hernández-Santana, A., Suflita, J. M. & Nanny, M. A. Shewanella oneidensis MR-1 accelerates the corrosion of carbon steel using multiple electron transfer mechanisms. Int. Biodeterior. Biodegrad. 173, 105439 (2022).10.1016/j.ibiod.2022.105439 ↗
15. Philips, J., Procopio, L. & Marshall, I. P. G. Insights into the various mechanisms by which Shewanella spp. induce and inhibit steel corrosion. npj Mater. Degrad. 7, 95 (2023).10.1038/s41529-023-00416-8 ↗
16. Wurzler, N. et al. Abundance of Fe(III) during cultivation affects the microbiologically influenced corrosion (MIC) behaviour of iron reducing bacteria Shewanella putrefaciens. Corros. Sci. 174, 108855 (2020).10.1016/j.corsci.2020.108855 ↗
17. Avelino-Jiménez, I. A. et al. Biofouling and biocorrosion by microbiota from a marine oil pipeline: a metagenomic and proteomic approach. J. Environ. Chem. Eng. 11, 109413 (2023).10.1016/j.jece.2023.109413 ↗
18. Salgar-Chaparro, S. J., Tarazona, J. & Machuca, L. L. Corrosion of carbon steel by Shewanella chilikensis DC57 under thiosulphate and nitrate reducing conditions. Front. Bioeng. Biotechnol. 10, 825776 (2022).10.3389/fbioe.2022.825776 ↗
19. Yang, J. et al. Growth and genome-based insights of Fe (III) reduction of the high-temperature and NaCl-tolerant Shewanella xiamenensis from Changqing oilfield of China. Front. Microbiol. 13, 1028030 (2022).10.3389/fmicb.2022.1028030 ↗
20. Lou, Y. et al. Microbiologically influenced corrosion inhibition induced by S. putriefaciens mineralization under extracellular polymeric substance regulation via FlrA and FlhG genes. Corros. Sci. 221, 111350 (2023).10.1016/j.corsci.2023.111350 ↗
21. Hao, X. et al. Self-healing effect of damaged coatings via biomineralization by Shewanella putrefaciens. Corros. Sci. 196, 110067 (2022).10.1016/j.corsci.2021.110067 ↗
22. Philips, J. et al. A novel Shewanella isolate enhances corrosion by using metallic iron as the electron donor with fumarate as the electron acceptor. Appl. Environ. Microbiol. 84, e01154–18 (2018).10.1128/AEM.01154-18 ↗
23. Cui, T. et al. Single-cell level investigation of microbiologically induced degradation of passive film of stainless steel via FIB-SEM/TEM and multi-mode AFM. Corros. Sci. 206, 110543 (2022).10.1016/j.corsci.2022.110543 ↗
24. Libert, M. et al. Impact of microbial activity on the radioactive waste disposal: long term prediction of biocorrosion processes. Bioelectrochemistry 97, 162–168 (2014).10.1016/j.bioelechem.2013.10.001 ↗
25. Esnault, L. et al. Metallic corrosion processes reactivation sustained by iron-reducing bacteria: Implication on long-term stability of protective layers. Phys. Chem. Earth A/B/C. 36, 1624–1629 (2011).10.1016/j.pce.2011.10.018 ↗
26. Schütz, M. K. et al. Impact of iron-reducing bacteria on the corrosion rate of carbon steel under simulated geological disposal conditions. Environ. Sci. Technol. 49, 7483–7490 (2015).10.1021/acs.est.5b00693 ↗
27. Chang, W. et al. The effect of riboflavin on the microbiologically influenced corrosion of pure iron by Shewanella oneidensis MR-1. Bioelectrochemistry 147, 108173 (2022).10.1016/j.bioelechem.2022.108173 ↗
28. Hou, L. et al. The dmsEFABGH operon encodes an essential and modular electron transfer pathway for extracellular iodate reduction by Shewanella oneidensis MR-1. Microbiol. Spectr. 12, e00512–e00524 (2024).10.1128/spectrum.00512-24 ↗
29. Li, F. et al. Systematic full-cycle engineering microbial biofilms to boost electricity production in Shewanella oneidensis. Research 6, 0081 (2023).10.34133/research.0081 ↗
30. Zhou, E. et al. Direct microbial electron uptake as a mechanism for stainless steel corrosion in aerobic environments. Water Res. 219, 118553 (2022).10.1016/j.watres.2022.118553 ↗
31. Li, Z. et al. Adaptive bidirectional extracellular electron transfer during accelerated microbiologically influenced corrosion of stainless steel. Commun. Mater. 2, 1–9 (2021).10.1038/s43246-021-00173-8 ↗
32. Tang, H.-Y. et al. Stainless steel corrosion via direct iron-to-microbe electron transfer by Geobacter species. ISME J 15, 3084–3093 (2021).10.1038/s41396-021-00990-2 ↗
33. Jin, Y. et al. Accelerated microbial corrosion by magnetite and electrically conductive pili through direct Fe0-to-microbe electron transfer. Angew. Chem. 135, e202309005 (2023).10.1002/ange.202309005 ↗
34. Chang, W. et al. Extracellular electron transfer in microbiologically influenced corrosion of 201 stainless steel by Shewanella algae. Materials 16, 5209 (2023).10.3390/ma16155209 ↗
35. Jin, Y. et al. Accelerated microbial corrosion by magnetite and electrically conductive pili through direct Fe0-to-microbe electron transfer. Angew. Chem. Int. Ed. 62, e202309005 (2023).10.1002/anie.202309005 ↗
36. Xu, D., Gu, T. & Lovley, D. R. Microbially mediated metal corrosion. Nat. Rev. Microbiol. 21, 705–718 (2023).10.1038/s41579-023-00920-3 ↗
37. Wang, D. et al. Chloride enhances corrosion associated with sulfate-reducing bacteria. Corros. Sci. 233, 112096 (2024).10.1016/j.corsci.2024.112096 ↗
38. Su, Y. et al. Corrosion behavior on carbon steel affected by iron-reducing bacteria via dissimilatory Fe(III) reduction in simulated marine atmospheric environment. Corros. Sci. 220, 111283 (2023).10.1016/j.corsci.2023.111283 ↗
39. Hao, X. et al. Effects of extracellular electron transfer on biomineralization by Shewanella putrefaciens in damaged organic coatings. Corros. Sci. 229, 111881 (2024).10.1016/j.corsci.2024.111881 ↗
40. Huang, L. et al. Acceleration of corrosion of 304 stainless steel by outward extracellular electron transfer of Pseudomonas aeruginosa biofilm. Corros. Sci. 199, 110159 (2022).10.1016/j.corsci.2022.110159 ↗
41. Liu, C. et al. cAMP and c-di-GMP synergistically support biofilm maintenance through the direct interaction of their effectors. Nat. Commun. 13, 1493 (2022).10.1038/s41467-022-29240-5 ↗
42. Liu, X. et al. Biofilm control by interfering with c-di-GMP metabolism and signaling. Biotechnol. Adv. 56, 107915 (2022).10.1016/j.biotechadv.2022.107915 ↗
43. Zhou, G., Yuan, J. & Gao, H. Regulation of biofilm formation by BpfA, BpfD, and BpfG in Shewanella oneidensis. Front. Microbiol. 6, 790 (2015).10.3389/fmicb.2015.00790 ↗
44. Poli, J.-P. et al. BpfD Is a c-di-GMP effector protein playing a key role for pellicle biosynthesis in Shewanella oneidensis. Int. J. Mol. Sci. 25, 9697 (2024).10.3390/ijms25179697 ↗
45. De Windt, W. et al. Cell density related H2 consumption in relation to anoxic Fe (0) corrosion and precipitation of corrosion products by Shewanella oneidensis MR-1. Environ. Microbiol. 5, 1192–1202 (2003).10.1046/j.1462-2920.2003.00527.x ↗
46. Tang, H. Y. et al. Iron corrosion via direct metal-microbe electron transfer. mBio 10, e00303–e00319 (2019).10.1128/mBio.00303-19 ↗
47. Jin, Y. et al. Electrically conductive nanowires controlled one pivotal route in energy harvest and microbial corrosion via direct metal-microbe electron transfer. J. Mater. Sci. Technol. 174, 226–233 (2024).10.1016/j.jmst.2023.06.021 ↗
48. Zhang, Q. et al. Using stable isotope fractionation factors to identify Cr(VI) reduction pathways: metal-mineral-microbe interactions. Water Res. 151, 98–109 (2019).10.1016/j.watres.2018.11.088 ↗
49. Coursolle, D. & Gralnick, J. A. Modularity of the Mtr respiratory pathway of Shewanella oneidensis strain MR-1. Mol. Microbiol 77, 995–1008 (2010).10.1111/j.1365-2958.2010.07266.x ↗
50. Jin, Y. et al. Effect of exogenous flavins on the microbial corrosion by Geobacter sulfurreducens via iron-to-microbe electron transfer. J. Mater. Sci. Technol. 171, 129–138 (2024).10.1016/j.jmst.2023.06.014 ↗
51. Tokunou, Y. et al. Variations in flavin redox states during extracellular electron transfer and electron conduction in Shewanella oneidensis. Electrochem. Commun. 165, 107751 (2024).10.1016/j.elecom.2024.107751 ↗
52. Huang, L. et al. Pyocyanin-modifying genes phzM and phzS regulated the extracellular electron transfer in microbiologically-influenced corrosion of X80 carbon steel by Pseudomonas aeruginosa. Corros. Sci. 164, 108355 (2020).10.1016/j.corsci.2019.108355 ↗
53. Zhou, E. et al. Accelerated biocorrosion of stainless steel in marine water via extracellular electron transfer encoding gene phzH of Pseudomonas aeruginosa. Water Res. 220, 118634 (2022).10.1016/j.watres.2022.118634 ↗
54. Lou, Y. et al. Light-driven extracellular electron transfer accelerates microbiologically influenced corrosion by Rhodopseudomonas palustris TIE-1. Corros. Sci. 237, 112309 (2024).10.1016/j.corsci.2024.112309 ↗
55. Covington, E. D. et al. An essential role for UshA in processing of extracellular flavin electron shuttles by Shewanella oneidensis. Mol. Microbiol. 78, 519–532 (2010).10.1111/j.1365-2958.2010.07353.x ↗
56. Huang, J.-R. et al. Exoelectrogenic behaviors of Shewanella oneidensis MR-1 and cytochrome knock-out mutants on smooth electrodes of different materials. Electrochim. Acta 501, 144800 (2024).10.1016/j.electacta.2024.144800 ↗
57. Jin, P. et al. In situ label-free monitoring of riboflavin concentration in Shewanella via a fiber-optic biosensor modified by Ti3C2-MXene@ SGNps composites. Adv. Opt. Mater. 12, 2401748 (2024).10.1002/adom.202401748 ↗
58. Zhao, J. et al. Elongated Riboflavin-Producing Shewanella oneidensis in a Hybrid Biofilm Boosts Extracellular Electron Transfer. Adv. Sci. 10, 2206622. (2023).10.1002/advs.202206622 ↗
59. Gralnick, J. A. & Bond, D. Electron transfer beyond the outer membrane: putting electrons to rest. Annu. Rev. Microbiol. 77, 517–539 (2023).10.1146/annurev-micro-032221-023725 ↗
60. Yin, Y. et al. Versatile mechanisms and enhanced strategies of pollutants removal mediated by Shewanella oneidensis: A review. J. Hazard. Mater. 440, 129703 (2022).10.1016/j.jhazmat.2022.129703 ↗
61. Subramanian, P. et al. Ultrastructure of Shewanella oneidensis MR-1 nanowires revealed by electron cryotomography. Proc. Natl Acad. Sci. 115, E3246–E3255 (2018).10.1073/pnas.1718810115 ↗
62. Barchinger, S. E. et al. Regulation of gene expression in Shewanella oneidensis MR-1 during electron acceptor limitation and bacterial nanowire formation. Appl. Environ. Microbiol. 82, 5428–5443 (2016).10.1128/AEM.01615-16 ↗
63. Gorby, Y. A. et al. Electrically conductive bacterial nanowires produced by Shewanella oneidensis strain MR-1 and other microorganisms. Proc. Natl Acad. Sci. 103, 11358–11363 (2006).10.1073/pnas.0604517103 ↗
64. Jiang, M., Zheng, X. & Chen, Y. Enhancement of denitrification performance with reduction of nitrite accumulation and N2O emission by Shewanella oneidensis MR-1 in microbial denitrifying process. Water Res. 169, 115242 (2020).10.1016/j.watres.2019.115242 ↗
65. Zhao, J. et al. Elongated riboflavin-producing Shewanella oneidensis in a hybrid biofilm boosts extracellular electron transfer. Adv. Sci. (Weinh.) 10, e2206622 (2023).
66. Saffarini, D. A., Schultz, R. & Beliaev, A. Involvement of cyclic AMP (cAMP) and cAMP receptor protein in anaerobic respiration of Shewanella oneidensis. J. Bacteriol. 185, 3668–3671 (2003).10.1128/JB.185.12.3668-3671.2003 ↗
67. Kasai, T. et al. Overexpression of the adenylate cyclase gene cyaC facilitates current generation by Shewanella oneidensis in bioelectrochemical systems. Bioelectrochemistry 129, 100–105 (2019).10.1016/j.bioelechem.2019.05.010 ↗
68. Kasai, T. et al. Transcriptional mechanisms for differential expression of outer membrane cytochrome genes omcA and mtrC in Shewanella oneidensis MR-1. BMC Microbiol. 15, 1–12 (2015).10.1186/s12866-015-0406-8 ↗
69. Tu, W., Thompson, I. P. & Huang, W. E. Engineering bionanoreactor in bacteria for efficient hydrogen production. Proc. Natl Acad. Sci. 121, e2404958121 (2024).10.1073/pnas.2404958121 ↗
70. Kreuzer, H. W. et al. Contributions of the [NiFe]-and [FeFe]-hydrogenase to H2 production in Shewanella oneidensis MR-1 as revealed by isotope ratio analysis of evolved H2. FEMS Microbiol. Lett. 352, 18–24 (2014).10.1111/1574-6968.12361 ↗
71. Luo, D. et al. Self-assembly of graphene oxide and Shewanella oneidensis MR-1 formed a conductive bio-abiotic composite for enhancing microbial electrosynthesis performance. Renew. Energy 215, 119018 (2023).10.1016/j.renene.2023.119018 ↗
72. Philips, J. Extracellular electron uptake by acetogenic bacteria: does H2 consumption favor the H2 evolution reaction on a cathode or metallic iron?. Front. Microbiol. 10, 2997 (2020).10.3389/fmicb.2019.02997 ↗
73. Woodard, T. L., Ueki, T. & Lovley, D. R. H2 is a major intermediate in Desulfovibrio vulgaris corrosion of iron. Mbio 14, e00076–23 (2023).10.1128/mbio.00076-23 ↗
74. Cai, Z. et al. Effect of H2 on D. vulgaris growth, metabolism, and corrosion of X80 steel under carbon source starvation. Corros. Sci. 237, 112341 (2024).10.1016/j.corsci.2024.112341 ↗
75. Tang, H.-Y. et al. Stainless steel corrosion via direct iron-to-microbe electron transfer by Geobacter species. ISME J. 15, 3084–3093 (2021).10.1038/s41396-021-00990-2 ↗
76. Holmes, D. E. et al. Cytochrome-mediated direct electron uptake from metallic iron by Methanosarcina acetivorans. mLife 1, 443–447 (2022).10.1002/mlf2.12044 ↗
77. Dawood, Z. & Brözel, V. S. Corrosion-enhancing potential of Shewanella putrefaciens isolated from industrial cooling waters. J. Appl. Microbiol. 84, 929–936 (1998).10.1046/j.1365-2672.1998.00414.x ↗
78. Miller, R. B. et al. Uniform and pitting corrosion of carbon steel by Shewanella oneidensis MR-1 under nitrate-reducing conditions. Appl. Environ. Microbiol. 84, e00790–18 (2018).10.1128/AEM.00790-18 ↗
79. Arroussi, M. et al. Effect of preferential growth of Shewanella oneidensis MR-1 on microbial corrosion of constituent phases of 2205 duplex stainless steel. Bioelectrochemistry 163, 108859 (2024).10.1016/j.bioelechem.2024.108859 ↗
80. Jin, Y. et al. Sharing riboflavin as an electron shuttle enhances the corrosivity of a mixed consortium of Shewanella oneidensis and Bacillus licheniformis against 316 L stainless steel. Electrochim. Acta 316, 93–104 (2019).10.1016/j.electacta.2019.05.094 ↗
81. Lee, A. K., Buehler, M. G. & Newman, D. K. Influence of a dual-species biofilm on the corrosion of mild steel. Corros. Sci. 48, 165–178 (2006).10.1016/j.corsci.2004.11.013 ↗
82. Shi, Y. et al. Long-term autotrophic growth and solar-to-chemical conversion in Shewanella oneidensis MR-1 through light-driven electron transfer. Angew. Chem. Int. Edn. 63, e202412072.10.1002/anie.202412072 ↗
83. Mehanna, M. et al. Effect of Geobacter sulfurreducens on the microbial corrosion of mild steel, ferritic and austenitic stainless steels. Corros. Sci. 51, 2596–2604 (2009).10.1016/j.corsci.2009.06.041 ↗
84. Hu, Z. C. et al. Detecting the structural evolution of passive film induced by Shewanella oneidensis MR-1 using aberration-corrected TEM. J. Mater. Sci. Technol. 210, 278–283 (2024).10.1016/j.jmst.2023.10.066 ↗
85. AlAbbas, F. M. et al. The shielding effect of wild type iron reducing bacterial flora on the corrosion of linepipe steel. Eng. Fail. Anal. 33, 222–235 (2013).10.1016/j.engfailanal.2013.05.020 ↗
86. Hernandez-Santana, A., Kokbudak, H. N. & Nanny, M. A. The influence of iron-binding ligands in the corrosion of carbon steel driven by iron-reducing bacteria. npj Mater. Degrad. 6, 12 (2022).10.1038/s41529-022-00222-8 ↗
87. Cui, T. et al. Towards understanding Shewanella algae-induced degradation of passive film of stainless steel based on electrochemical, XPS and multi-mode AFM analyses. Corros. Sci. 218, 111174 (2023).10.1016/j.corsci.2023.111174 ↗
88. Hu, Y. et al. Microbiologically influenced corrosion of stainless steels by Bacillus subtilis via bidirectional extracellular electron transfer. Corros. Sci. 207, 110608 (2022).10.1016/j.corsci.2022.110608 ↗
89. Lu, S. et al. Study of copper corrosion via extracellular electron transfer by nitrate reducing Halomonas titanicae. Corros. Sci. 231, 111996 (2024).10.1016/j.corsci.2024.111996 ↗
90. Khan, A. et al. Surface roughness influence on extracellular electron microbiologically influenced corrosion of C1018 carbon steel by Desulfovibrio ferrophilus IS5 biofilm. Bioelectrochemistry 159, 108731 (2024).10.1016/j.bioelechem.2024.108731 ↗
91. Arroussi, M. et al. Modification of passive film on Ti–6Al–4 V alloy induced by Bacillus vietnamensis. Mater. Chem. Phys. 313, 128679 (2023).10.1016/j.matchemphys.2023.128679 ↗
92. Miller, R. B. et al. Use of an electrochemical split cell technique to evaluate the influence of Shewanella oneidensis activities on corrosion of carbon steel. PloS one 11, e0147899 (2016).10.1371/journal.pone.0147899 ↗
93. Lherbette, M. et al. Biocorrosion on nanofilms induces rapid bacterial motions via iron dissolution. ACS Cent. Sci. 7, 1949–1956 (2021).10.1021/acscentsci.1c01126 ↗
94. Phan, J. et al. Extracellular organic disulfide reduction by Shewanella oneidensis MR-1. Microbiol. Spectr. 12, e04081–23 (2024).10.1128/spectrum.04081-23 ↗
95. Han, R. et al. Pathway for the production of hydroxyl radicals during the microbially mediated redox transformation of iron (oxyhydr) oxides. Environ. Sci. Technol. 54, 902–910 (2019).10.1021/acs.est.9b06220 ↗
96. Arroussi, M. et al. Evaluation of inhibition effect on microbiologically influenced corrosion of Ti-5Cu alloy against marine Bacillus vietnamensis biofilm. Bioelectrochemistry 149, 108265 (2022).10.1016/j.bioelechem.2022.108265 ↗
97. Li, S. et al. Insights into the biosynthesis of palladium nanoparticles for oxygen reduction reaction by genetically engineered bacteria of Shewanella oneidensis MR-1. Microb. Biotechnol. 17, e14469 (2024).10.1111/1751-7915.14469 ↗
98. Lin, W.-Q. et al. Efficient enhancement of extracellular electron transfer in Shewanella oneidensis MR-1 via CRISPR-mediated transposase technology. ACS Synth. Biol. 13, 1941–1951 (2024).10.1021/acssynbio.4c00240 ↗
99. Su, L. et al. Synergistic improvement of Shewanella loihica PV-4 extracellular electron transfer using a TiO(2)@TiN nanocomposite. Bioelectrochemistry 134, 107519 (2020).10.1016/j.bioelechem.2020.107519 ↗
100. Wang, D. et al. Conductive magnetite nanoparticles considerably accelerated carbon steel corrosion by electroactive Desulfovibrio vulgaris biofilm. Corros. Sci. 205, 110440 (2022).10.1016/j.corsci.2022.110440 ↗