Abstract
The continuous and prodigious consumer requirement of electrical and electronic equipment along with their expedited product obsolescence rate owing to the fast advancements in technology has resulted in rise in generation of waste electrical and electronic equipment across the globe. Majority of e-waste contains complex mixture of heavy metals, plastics, refractory oxides, halogens and combustible substances that impose several health hazard and environmental challenges. E-waste also consists of various valuable metals and thus its recycling is not merely significant for waste management but also for the recovering of these valuable metals. Currently, conventional hydrometallurgical and pyrometallurgical methods are being employed for extraction of metals, but the high cost and toxic intermediates are the limitations of these methods. Biotechnological methods are exclusively exploited for metal recovery and are emerging as sustainable and environment-friendly methods. Bioleaching involves microbes for facilitating leaching of minerals and is more economical in comparison with conventional metallurgic treatments owing to lower operational and energy demand. Thus, this chapter provides a comprehensive insight into biological methods of extraction of valuable metals from e-waste. In addition, advanced and hybrid recycling technologies that are being studied are also discussed.
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References
Abhilash, Pandey BD (2013) Microbially assisted leaching of uranium—a review. Miner Process Extr Metall Rev 34:81–113. https://doi.org/10.1080/08827508.2011.635731
Akbari S, Ahmadi A (2019) Recovery of copper from a mixture of printed circuit boards (PCBs) and sulphidic tailings using bioleaching and solvent extraction processes. Chem Eng Process Process Intensif 142:107584. https://doi.org/10.1016/j.cep.2019.107584
Argumedo-Delira R, Gómez-MartÃnez MJ, Soto BJ (2019) Gold Bioleaching from printed circuit boards of mobile phones by Aspergillus niger in a culture without agitation and with glucose as a carbon source. Metals 9(5):521. https://doi.org/10.3390/met9050521
Ari V (2016) A review of technology of metal recovery from electronic waste. E-waste in transition—from pollution to resource. IntechOpen Croatia Biot 63:249–257
Arya S, Kumar S (2020) Bioleaching: urban mining option to curb the menace of e-waste challenge. Bioengineered 11(1):640–660. https://doi.org/10.1080/21655979.2020.1775988
Awasthi AK, Zeng X, Li J (2016) Environmental pollution of electronic waste recycling in India: a critical review. Environ Pollut 211:259–270. https://doi.org/10.1016/j.envpol.2015.11.027
Bal B, Ghosh S, Das AP (2019) Microbial recovery and recycling of manganese waste and their future application: a review. Geomicrobiol J 36(1):85–96. https://doi.org/10.1080/01490451.2018.1497731
Balabanic D, Rupnik M, Klemencic AK (2011) Negative impact of endocrine disrupting compounds on human reproductive health. Reproduction Fertility Devel 23(3):403–416. https://doi.org/10.1071/RD09300
Baniasadi M, Vakilchap F, Bahaloo-Horeh N et al (2019) Advances in bioleaching as a sustainable method for metal recovery from e-waste: a review. J Ind Eng Chem 76:75–90. https://doi.org/10.1016/j.jiec.2019.03.047
Baniasadi M, Graves JE, Ray DA et al (2020) Closed-loop recycling of copper from waste printed circuit boards using bioleaching and electrowinning processes. Waste Biomass Valoriz 1–12. https://doi.org/10.1007/s12649-020-01128-9
Becci A, Karaj D, Merli G et al (2020) Biotechnology for metal recovery from end-of-life printed circuit boards with Aspergillus niger. Sustainability 12(16):6482. https://doi.org/10.3390/su12166482
Bhandari G, Bhatt P (2020) Concepts and application of plant–microbe interaction in remediation of heavy metals. In: Sharma A (ed) Microbes and signaling biomolecules against plant stress. Rhizosphere biology. Springer, Singapore. https://doi.org/10.1007/978-981-15-7094-0_4
Biswal BK, Jadhav UU, Madhaiyan M et al (2018) Biological leaching and chemical precipitation methods for recovery of co and li from spent lithium-ion batteries. ACS Sustainable Chem Eng 6(9):12343–12352. https://doi.org/10.1021/acssuschemeng.8b02810
Brandl H, Lehmann S, Faramarzi MA et al (2008) Biomobilization of silver, gold, and platinum from solid waste materials by HCN-forming microorganisms. Hydrometallurgy 94:14–17. https://doi.org/10.1016/j.hydromet.2008.05.016
Chakraborty SC, Zaman MWU, Hoque M et al (2022) Metals extraction processes from electronic waste: constraints and opportunities. Environ Sci Pollut Res Int 29(22):32651–32669. https://doi.org/10.1007/s11356-022-19322-8
Chatterjee P (2008) Health costs of recycling. British Medical J 337:376–377. https://doi.org/10.1136/bmj.a296
Chen A, Dietrich KN, Huo X et al (2011) Developmental neurotoxicants in E-waste: an emerging health concern. Environ Health Perspectives 119(4):431–433. https://doi.org/10.1289/ehp.1002452
Chi T, Lee J, Pandey BD et al (2011) Bioleaching of gold and copper from waste mobile phone PCBs by using a cyanogenic bacterium. Miner Eng 24:1219–1222. https://doi.org/10.1016/j.mineng.2011.05.009
Cole C, Gnanapragasam A, Cooper T et al (2019) Assessing barriers to reuse of electrical and electronic equipment, a UK perspective. Resour Conserv Recycl: X 1:100004. https://doi.org/10.1016/j.rcrx.2019.100004
de Andrade LM, Rosario CGA, de Carvalho MA, et al (2019) Copper recovery from printed circuit boards from smartphones through bioleaching. In: TMS 2019 148th annual meeting & exhibition supplemental proceedings. Springer, pp. 837–84
DÃaz-MartÃnez ME, Argumedo-Delira R, Sanchez-Viveros G et al (2019) Microbial bioleaching of Ag, Au and Cu from printed circuit boards of mobile phones. Curr Microbiol 76(5):536–544. https://doi.org/10.1007/s00284-019-01646-3
Ding R, Cheong YH, Ahamed A et al (2021) Heavy metals detection with paper-based electrochemical sensors. Anal Chem 93(4):1880–1888. https://doi.org/10.1021/acs.analchem.0c04247
Dolker T, Pant D (2019) Chemical-biological hybrid systems for the metal recovery from waste lithium ion battery. J Environ Manage 248:109270. https://doi.org/10.1016/j.jenvman.2019.109270
Drits VA, Manceau A (2000) A model for the mechanism of Fe3+ to Fe2+ reduction in dioctahedral smectites. Clays Clay Min 48(2):185–195
Falagan C, Grail BM, Johnson DB (2017) New approaches for extracting and recovering metals from mine tailings. Miner Eng 106:71–78. https://doi.org/10.1016/j.mineng.2016.10.008
Garlapati VK (2016) E-waste in India and developed countries: management, recycling, business and biotechnological initiatives. Renew Sustain Energy Rev 54:874–881. https://doi.org/10.1016/j.rser.2015.10.106
Geerlings N, Zetsche EM, Hidalgo-Martinez S et al (2019) Mineral formation induced by cable bacteria performing long-distance electron transport in marine sediments. Biogeosciences 16(3):811–829. https://doi.org/10.5194/bg-16-811-2019
Georgiev P, Spasova I, Groudeva V et al (2017) Bioleaching of valuable components from a pyrometallurgical final slag. In: Solid state phenomena, vol 262. Trans Tech Publications Ltd., pp 696–699. https://doi.org/10.4028/www.scientific.net/SSP.262.696
Gorain BK, Kondos PD, Lakshmanan VI (2016) Innovations in gold and silver processing. In: Innovative process development in metallurgical industry. Springer, Cham, pp 393–428. https://doi.org/10.1007/978-3-319-21599-0_20
Hubau A, Minier M, Chagnes A et al (2018) Continuous production of a biogenic ferric iron lixiviant for the bioleaching of printed circuit boards (PCBs). Hydrometallurgy 180:180–191. https://doi.org/10.1016/j.hydromet.2018.07.001
Hussain A, Hasan A, Javid A et al (2016) Exploited application of sulfate reducing bacteria for concomitant treatment of metallic and non-metallic wastes: a mini review. 3 Biotech 6(2):119. https://doi.org/10.1007/s13205-016-0437-3
Ikhlayel M (2018) An integrated approach to establish e-waste management systems for developing countries. J Clean Prod 170:119–130. https://doi.org/10.1016/j.jclepro.2017.09.137
Ilyas S, Chi R, Lee J (2013) Fungal leaching of metals from mine tailings. Miner Process Extr Metall Rev 34:185–194
Ilyas S, Lee JC (2014) Biometallurgical recovery of metals from waste electrical and electronic equipment: a review. ChemBioEng Rev 1(4):148–169. https://doi.org/10.1002/cben.201400001
Ilyas S, Ruan CHI, Lee JC et al (2012) One step bioleaching of sulphide ore with low concentration of arsenic by Aspergillus niger and Taguchi orthogonal array optimization. Chin J Chem Eng 20:923–929. https://doi.org/10.1016/S1004-9541(12)60419-4
Isıldar A, van Hullebuscha ED, Lenz M et al (2019) Biotechnological strategies for the recovery of valuable and critical raw materials from waste electrical and electronic equipment (WEEE)—a review. J Hazard Mater 362:467–481. https://doi.org/10.1016/j.jhazmat.2018.08.050
Islam A, Ahmed T, Awual R et al (2020) Advances in sustainable approaches to recover metals from e-waste—a review. J Clean Prod 244:118815. https://doi.org/10.1016/J.JCLEPRO.2019.118815
Ivanu RC (2010) Bioleaching of metals from electronic scrap by pure and mixed culture of Acidithiobacillus ferrooxidans and Acidithiobacillus thiooxidans. Metal Int 15(4):62–70
Jagannath A, Shetty KV, Saidutta MB (2017) Bioleaching of copper from electronic waste using Acinetobacter sp. Cr B2 in a pulsed plate column operated in batch and sequential batch mode. J Environ Chem Eng 5(2):1599–1607. https://doi.org/10.1016/j.jece.2017.02.023
Jia Y, Tan Q, Sun H et al (2008) Sulfide mineral dissolution microbes: community structure and function in industrial bioleaching heaps. Green Energy Environ 4(1):1–92. https://doi.org/10.1016/j.gee.2018.04.001
Jujun R, Jie Z, Jian H et al (2014) A novel designed bioreactor for recovering precious metals from waste printed circuit boards. Sci Rep 5:13481. https://doi.org/10.1038/srep13481
Karimi-Maleh H, Ayati A, Davoodi R et al (2021) Recent advances in using of chitosan-based adsorbents for removal of pharmaceutical contaminants: a review. J Clean Prod 291:125880. https://doi.org/10.1016/j.jclepro.2021.125880
Khaliq A, Rhamdhani MA, Brooks G et al (2014) Metal extraction processes for electronic waste and existing industrial routes: a review and Australian perspective. Resources 3:152–179. https://doi.org/10.3390/resources3010152
Kiddee P, Naidu R, Wong MH (2013) Electronic waste management approaches: an overview. Waste Manag 33:1237–1250
Kim DJ, Srichandan H, Gahan CS et al (2013) Thermophilic bioleaching of spent petroleum refinery catalyst using Sulfolobus metallicus. Can Metall Q 51:403–412. https://doi.org/10.1179/1879139512Y.0000000031
Kim MJ, Seo JY, Choi YS et al (2016) Bioleaching of spent Zn–Mn or Ni–Cd batteries by Aspergillus species. Waste Manag 51:168–173. https://doi.org/10.1016/j.wasman.2015.11.001
Kumar A, Holuszko M, Espinosa DCR (2017) E-waste: an overview on generation, collection, legislation and recycling practices. Resour Conserv Recycl 122:32–42. https://doi.org/10.1016/j.resconrec.2017.01.018
Kumar U, Gaikwad V, Sahajwalla V (2018) Transformation of waste toner to iron using E-waste plastics as a carbon resource. J Clean Prod 192:244–251. https://doi.org/10.1016/j.jclepro.2018.05.010
Langford LJ, Ferner RE (1999) Toxicity of mercury. J Hum Hypertens 13:651–656
Li J, Liang C, Ma C (2015) Bioleaching of gold from waste printed circuit boards by Chromobacterium violaceum. J Mat Cycles Waste Manag 17(3):529–539. https://doi.org/10.1007/s10163-014-0276-4
Li J, Wen J, Guo Y et al (2020) Bioleaching of gold from waste printed circuit boards by alkali-tolerant Pseudomonas fluorescens. Hydrometallurgy 194:105260. https://doi.org/10.1016/j.hydromet.2020.105260
Li S, Zhong H, Hu Y et al (2014) Bioleaching of a low-grade nickel–copper sulfide by mixture of four thermophiles. Biores Technol 153:300–306. https://doi.org/10.1016/j.biortech.2013.12.018
Lin C, Wu M, Yang C et al (2009) Acute severe chromium poisoning after dermal exposure to hexavalent chromium. J Chin Med Assoc 72(4):219–221. https://doi.org/10.1016/S1726-4901(09)70059-0
Lindstrom EB, Wold S, Kettaneh-Word N et al (1993) Optimization of pyrite bioleaching using Sulfolobus acidocaldarius. Appl Microbiol Biotechnol 28:702–707. https://doi.org/10.1007/BF00182813
Liu R, Li J, Ge Z (2016) Review on Chromobacterium violaceum for gold bioleaching from e-waste. Procedia Environ Sci 31:947–953. https://doi.org/10.1016/j.proenv.2016.02.119
Lu Y, Xu Z (2016) Precious metals recovery from waste printed circuit boards: a review for current status and perspective. Resour Conserv Recycl 113:28–39. https://doi.org/10.1016/j.resconrec.2016.05.007
Madrigal-Arias JE, Argumedo-Delira R, Alarcón A et al (2015) Bioleaching of gold, copper and nickel from waste cellular phone PCBs and computer goldfinger motherboards by two Aspergillus nigerstrains. Braz J Microbiol 46(3):707–713. https://doi.org/10.1590/S1517-838246320140256
Mäkinen J, Bachér J, Kaartinen T et al (2015) The effect of flotation and parameters for bioleaching of printed circuit boards. Miner Eng 75:26–31. https://doi.org/10.1016/j.mineng.2015.01.009
Maluckov BS (2017) The catalytic role of Acidithiobacillus ferrooxidans for metals extraction from mining-metallurgical resource. Biodivers Int J 1(3):109–119
Masau RJY (1999) The mechanism of thiosulfate oxidation by Thiobacillus thiooxidans 8085
Miao B, Shen L, Liu X et al (2020) Bioinformatics and transcriptional study of the Nramp gene in the extreme Acidophile Acidithiobacillus ferrooxidans strain DC. Minerals 10(6):544. https://doi.org/10.3390/min10060544
Mishra D, Kim DJ, Ralph DE et al (2008) Bioleaching of metals from spent lithium ion secondary batteries using Acidithiobacillus ferrooxidans. Waste Manag 28(2):333–338. https://doi.org/10.1016/j.wasman.2007.01.010
Naseri T, Bahaloo-Horeh N, Mousavi SM (2019) Bacterial leaching as a green approach for typical metals recovery from end-of-life coin cells batteries. J Clean Prod 220:483–492. https://doi.org/10.1016/j.jclepro.2019.02.177
Natarajan G, Ting Y (2015) Gold bio recovery from e-waste: an improved strategy through spent medium leaching with pH modification. Chemosphere 136:232–238. https://doi.org/10.1016/j.chemosphere.2015.05.046
Natarajan KA (2018) Biotechnology of metals: principles, recovery methods and environmental concerns. Susan Dennis, India. Elsevier, pp 1–300. https://doi.org/10.1016/C2015-0-00161-7
Needhidasan S, Samuel M, Chidambaram R (2014) Electronic waste—an emerging threat to the environment of urban India. J Environ Health Sci Eng 12:36. https://doi.org/10.1186/2052-336X-12-36
Nili S, Arshadi M, Yaghmaei S (2022) Fungal bioleaching of e-waste utilizing molasses as the carbon source in a bubble column bioreactor. J Environ Manag 307:114524. https://doi.org/10.1016/j.jenvman.2022.114524
Nnorom IC, Osibanjo O (2008) Electronic waste (e-waste): material flows and management practices in Nigeria. Waste Manag 28:1472–1479. https://doi.org/10.1016/j.wasman.2007.06.012
Okibe N, Johnson DB (2004) Biooxidation of pyrite by defined mixed cultures of moderately thermophilic acidophiles in pH-controlled bioreactors: significance of microbial interactions. Biotechnol Bioeng 87:574–583. https://doi.org/10.1002/bit.20138
Ouabo RE, Ogundiran MB, Sangodoyin AY et al (2019) Ecological risk and human health implications of heavy metals contamination of surface soil in E-waste recycling sites in Douala, Cameroun. J Health Pollut 9(21):190310. https://doi.org/10.5696/2156-9614-9.21.190310
Pant D, Joshi D, Upreti MK et al (2012) Chemical and biological extraction of metals present in E waste: a hybrid technology. Waste Manag 32(5):979–990. https://doi.org/10.1016/j.wasman.2011.12.002
Pant ND, Sharma M (2015) Urinary tract infection caused by Chromobacterium violaceum. Int J Gen Med 8:293–295
Patra RC, Rautray AK, Swarup D (2011) Oxidative stress in lead and cadmium toxicity and its amelioration. Res Vet Med Int 9:1–2. https://doi.org/10.4061/2011/457327
Pourhossein F, Mousavi SM (2022) A novel rapid and selective microbially thiosulfate bioleaching of precious metals from discarded telecommunication printed circuited boards (TPCBs). Res Conserv Recycl 187:106599. https://doi.org/10.1016/j.resconrec.2022.106599
Priya A, Hait S (2018) Extraction of metals from high grade waste printed circuit board by conventional and hybrid bioleaching using Acidithiobacillus ferrooxidans. Hydrometallurgy 177:132–139. https://doi.org/10.1016/j.hydromet.2018.03.005
Priya A, Hait S (2020) Biometallurgical recovery of metals from waste printed circuit boards using pure and mixed strains of Acidithiobacillus ferrooxidans and Acidiphilium acidophilum. Process Saf Environ Prot 143:262–272. https://doi.org/10.1016/j.psep.2020.06.042
Qu Y, Wang W, Liu Y et al (2019) Understanding residents’ preferences for e-waste collection in China—a case study of waste mobile phones. J Clean Prod 228:52–62. https://doi.org/10.1016/j.jclepro.2019.04.216
Reed DW, Fujita Y, Daubaras DL et al (2016) Bioleaching of rare earth elements from waste phosphors and cracking catalysts. Hydrometallurgy 166:34–40. https://doi.org/10.1016/j.hydromet.2016.08.006
Rene ER, Sethurajan M, Ponnusamy VR et al (2021) Electronic waste generation, recycling and resource recovery: technological perspectives and trends. J Hazard Mater 416:125664. https://doi.org/10.1016/j.jhazmat.2021.125664
Rienzie R, Perera ATD, Adassooriya NM (2019) Biorecovery of precious metal nanoparticles from waste electrical and electronic equipments. In: Electronic waste management and treatment technology. Elsevier, pp 133–152. https://doi.org/10.1016/B978-0-12-816190-6.00006-6
Rizki IN, Tanaka Y, Okibe N (2019) Thiourea bioleaching for gold recycling from e-waste. Waste Manag 84:158–165. https://doi.org/10.1016/j.wasman.2018.11.021
Roshani M, Shojaosadati SA, Safdari SJ et al (2017) Bioleaching of Molybdenum by two thermophilic strains isolated and characterised. Iran J Chem Chem Eng 36:183–194
Saavedra A, Aguirre P, Gentina JC (2020) Biooxidation of iron by Acidithiobacillus ferrooxidans in the presence of d-galactose: understanding its influence on the production of EPS and cell tolerance to high concentrations of iron. Front Microbiol 11:759. https://doi.org/10.3389/fmicb.2020.00759
Saini AK, Taneja A (2012) Managing e-waste in India—a review. Int J Appl Eng Res 7:11. ISSN: 0973-4562
Sajjad W, Zheng G, Din G et al (2019) Metals extraction from sulfide ores with microorganisms: the bioleaching technology and recent developments. Trans Indian Inst Met 72(3):559–579. https://doi.org/10.1007/s12666-018-1516-4
Sethurajan M, van Hullebusch ED, Nancharaiah YV (2018) Biotechnology in the management and resource recovery from metal bearing solid wastes: recent advances. J Environ Manag 211:138–153. https://doi.org/10.1016/j.jenvman.2018.01.035
Shen C, Chen Y, Huang S et al (2009) Dioxin-like compounds in agricultural soils near E-waste recycling sites from Taizhou area, China: chemical and bioanalytical characterization. Environ Int 35:50–55. https://doi.org/10.1016/j.envint.2008.07.005
Sinha R, Chauhan G, Singh A et al (2018) A novel eco-friendly hybrid approach for recovery and reuse of copper from electronic waste. J Environ Chem Eng 6:1053–1061. https://doi.org/10.1016/j.jece.2018.01.030
Son J, Hong Y, Han G et al (2020) Gold recovery using porphyrin-based polymer from electronic wastes: gold desorption and adsorbent regeneration. Sci Total Environ 704:135405. https://doi.org/10.1016/j.scitotenv.2019.135405
Sthiannopkao S, Wong MH (2013) Handling e-waste in developed and developing countries: initiatives, practices, and consequences. Sci Total Environ 463:1147–1153. https://doi.org/10.1016/j.scitotenv.2012.06.088
Sun M, Wang Y, Hong J et al (2016) Life cycle assessment of a bio-hydrometallurgical treatment of spent Zn Mn batteries. J Clean Prod 129:350–358. https://doi.org/10.1016/j.jclepro.2016.04.058
Tao H, Dongwei L (2014) Presentation on mechanisms and applications of chalcopyrite and pyrite bioleaching in biohydrometallurgy—a presentation. Biotechnol Rep 4:107–119. https://doi.org/10.1016/j.btre.2014.09.003
Tsydenova O, Bengtsson M (2011) Chemical hazards associated with treatment of waste electrical and electronic equipment. Waste Manag 31(1):45–58. https://doi.org/10.1016/j.wasman.2010.08.014
Tue NM, Goto A, Takahashi S et al (2016) Release of chlorinated, brominated and mixed halogenated dioxin-related compounds to soils from open burning of e-waste in Agbogbloshie (Accra, Ghana). J Hazard Mater 302:151–157. https://doi.org/10.1016/j.jhazmat.2015.09.062
Wu HY, Ting YP (2006) Metal extraction from municipal solid waste (MSW) incinerator fly ash—chemical leaching and fungal bioleaching. Enzyme Microb Technol 38:839–847. https://doi.org/10.1016/j.enzmictec.2005.08.012
Wu W, Liu X, Zhang X et al (2018) Bioleaching of copper from waste printed circuit boards by bacteria-free cultural supernatant of iron–sulfur-oxidizing bacteria. Biores Bioprocess 5(1):10. https://doi.org/10.1186/s40643-018-0196-6
Xia J, Yang Y, He H et al (2010) Investigation of the sulfur speciation during chalcopyrite leaching by moderate thermophile Sulfobacillus thermosulfidooxidans. Int J Miner Process 94:52–57. https://doi.org/10.1016/j.minpro.2009.11.005
Xia MC, Wang YP, Peng TJ et al (2017) Recycling of metals from pretreated waste printed circuit boards effectively in stirred tank reactor by a moderately thermophilic culture. J Biosci Bioeng 123(6):714–721. https://doi.org/10.1016/j.jbiosc.2016.12.017
Xue HJK (2008) Arsenic contents in soil, water, and crops in an E-waste disposal area. J Environ Sci 29(6):1713–1718
Yaashikaa PR, Priyanka B, Senthil Kumar P et al (2022) A review on recent advancements in recovery of valuable and toxic metals from e-waste using bioleaching approach. Chemosphere 287:132230. https://doi.org/10.1016/j.chemosphere.2021.132230
Zhao F, Wang S (2019) Bioleaching of electronic waste using extreme acidophiles. In: Electronic waste management and treatment technology. Elsevier, pp 153–174. https://doi.org/10.1016/B978-0-12-816190-6.00007-8
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Bhandari, G., Gupta, S., Chaudhary, P., Chaudhary, S., Gangola, S. (2023). Bioleaching: A Sustainable Resource Recovery Strategy for Urban Mining of E-waste. In: Debbarma, P., Kumar, S., Suyal, D.C., Soni, R. (eds) Microbial Technology for Sustainable E-waste Management. Springer, Cham. https://doi.org/10.1007/978-3-031-25678-3_10
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