The DOI matches its Crossref record; 76 of the 76 references it cites were found in a registry or an index.
Biosurfactant production: emerging trends and promising strategies
Abstract
Biosurfactants are economically most sought after biotechnological compounds of the 21st century. However, inefficient bioprocessing has mitigated the economical commercial production of these compounds. Although much work is being done on the use of low-cost substrates for their production, a paucity of literature exists on the upcoming bioprocess optimization strategies and their successes and potential for economical biosurfactant production. This review discusses some of the latest developments and most promising strategies to enhance and economize the biosurfactant production process. Recent market analysis, developments in the field of optimally formulated cost credit substrates for enhanced product formation and subsequent process economization are few of the critical aspects highlighted here. Use of nanoparticles and coproduction of biosurfactant along with other commercially important compounds like enzymes, are other upcoming bioprocess intensification strategies. The recent developments discussed here would not only give an overview of pertinent parameters for economic biosurfactant production but would also bring to fore multiple strategies that would open up new avenues of research on biosurfactant production. This would go a long way in making biosurfactants a commercially successful compound of the current century.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Microbial biosurfactants production, applications and future potential
Banat, I. M., Franzetti, A., Gandolfi, I., Bestetti, G., Martinotti, M. G., Fracchia, L., Smyth, T. J., & Marchant, R. (2010) · Applied Microbiology and Biotechnology · doi:10.1007/s00253-010-2589-0 · Cited by 1,474
Biosurfactants: Multifunctional Biomolecules of the 21st Century
Santos, D., Rufino, R., Luna, J., Santos, V., & Sarubbo, L. (2016) · International Journal of Molecular Sciences · doi:10.3390/ijms17030401 · Cited by 1,073
Potential applications of microbial surfactants in biomedical sciences
Singh, P., & Cameotra, S. S. (2004) · Trends in Biotechnology · doi:10.1016/j.tibtech.2004.01.010 · Cited by 586
Self-citationMicrobial production and application of sophorolipids
Van Bogaert, I. N. A., Saerens, K., De Muynck, C., Develter, D., Soetaert, W., & Vandamme, E. J. (2007) · Applied Microbiology and Biotechnology · doi:10.1007/s00253-007-0988-7 · Cited by 541
Sachdev, D. P., & Cameotra, S. S. (2013) · Applied Microbiology and Biotechnology · doi:10.1007/s00253-012-4641-8 · Cited by 507
Cost effective technologies and renewable substrates for biosurfactants’ production
Banat, I. M., Satpute, S. K., Cameotra, S. S., Patil, R., & Nyayanit, N. V. (2014) · Frontiers in Microbiology · doi:10.3389/fmicb.2014.00697 · Cited by 461
Al-Najjar, M. A. A., Ramette, A., Kühl, M., Hamza, W., Klatt, J. M., & Polerecky, L. (2014) · Frontiers in Microbiology · doi:10.3389/fmicb.2014.00406 · Cited by 437
Varjani, S. J., & Upasani, V. N. (2017) · Bioresource Technology · doi:10.1016/j.biortech.2017.02.047 · Cited by 431
Biosurfactant Producing Microbes and their Potential Applications: A Review
Shekhar, S., Sundaramanickam, A., & Balasubramanian, T. (2015) · Critical Reviews in Environmental Science and Technology · doi:10.1080/10643389.2014.955631 · Cited by 376
Biosurfactants: Production and potential applications in microbial enhanced oil recovery (MEOR)
S.J., G., Banat, I. M., & Joshi, S. J. (2018) · Biocatalysis and Agricultural Biotechnology · doi:10.1016/j.bcab.2018.01.010 · Cited by 337
Ashraf, M. A., Hussain, I., Rasheed, R., Iqbal, M., Riaz, M., & Arif, M. S. (2017) · Journal of Environmental Management · doi:10.1016/j.jenvman.2017.04.060 · Cited by 244
Das, K., & Mukherjee, A. K. (2007) · Process Biochemistry · doi:10.1016/j.procbio.2007.05.011 · Cited by 236
Recent food applications of microbial surfactants
Nitschke, M., & Silva, S. S. E. (2018) · Critical Reviews in Food Science and Nutrition · doi:10.1080/10408398.2016.1208635 · Cited by 226
Why do microorganisms produce rhamnolipids?
Chrzanowski, Ł., Ławniczak, Ł., & Czaczyk, K. (2012) · World Journal of Microbiology and Biotechnology · doi:10.1007/s11274-011-0854-8 · Cited by 202
Enhanced Production of Surfactin from Bacillussubtilis by Addition of Solid Carriers
Yeh, M.-S., Wei, Y.-H., & Chang, J.-S. (2008) · Biotechnology Progress · doi:10.1021/bp050040c · Cited by 196
Enhancement of metal bioremediation by use of microbial surfactants
Singh, P., & Cameotra, S. S. (2004) · Biochemical and Biophysical Research Communications · doi:10.1016/j.bbrc.2004.04.155 · Cited by 172
Self-citationValorization of agro-industrial wastes towards the production of rhamnolipids
Gudiña, E. J., Rodrigues, A. I., de Freitas, V., Azevedo, Z., Teixeira, J. A., & Rodrigues, L. R. (2016) · Bioresource Technology · doi:10.1016/j.biortech.2016.04.027 · Cited by 161
Production and characterization of rhamnolipid using palm oil agricultural refinery waste
Radzuan, M. N., Banat, I. M., & Winterburn, J. B. (2016) · Bioresource Technology · doi:10.1016/j.biortech.2016.11.052 · Cited by 161
Synthesis of Biosurfactants and Their Advantages to Microorganisms and Mankind
Cameotra, S. S., Makkar, R. S., Kaur, J., & Mehta, S. K. (2010) · Advances in experimental medicine and biology · doi:10.1007/978-1-4419-5979-9_20 · Cited by 159
TiO2 nanoparticles on nitrogen-doped graphene as anode material for lithium ion batteries
Li, D., Shi, D., Liu, Z., Liu, H., & Guo, Z. (2013) · Journal of Nanoparticle Research · doi:10.1007/s11051-013-1674-6 · Cited by 151
George, S., & Jayachandran, K. (2012) · Journal of Applied Microbiology · doi:10.1111/jam.12069 · Cited by 151
Rhamnolipid production from waste cooking oil using Pseudomonas SWP-4
Lan, G., Fan, Q., Liu, Y., et al. (2015) · Biochemical Engineering Journal · doi:10.1016/j.bej.2015.05.001 · Cited by 146
Nalini, S., & Parthasarathi, R. (2014) · Bioresource Technology · doi:10.1016/j.biortech.2014.09.051 · Cited by 142
Simultaneous production of lipases and biosurfactants by submerged and solid-state bioprocesses
Colla, L. M., Rizzardi, J., Pinto, M. H., Reinehr, C. O., Bertolin, T. E., & Costa, J. A. V. (2010) · Bioresource Technology · doi:10.1016/j.biortech.2010.05.086 · Cited by 138
de Almeida, D. G., da Silva, R. D. C. F. S., Luna, J. M. D., Rufino, R. D., dos Santos, V. A., & Sarubbo, L. A. (2017) · Frontiers in Microbiology · doi:10.3389/fmicb.2017.00157 · Cited by 137
Biniarz, P., Łukaszewicz, M., & Janek, T. (2016) · Critical Reviews in Biotechnology · doi:10.3109/07388551.2016.1163324 · Cited by 133
Biosurfactant production by free and alginate entrapped cells of Pseudomonas fluorescens
Abouseoud, M., Yataghene, A., Amrane, A., & Maachi, R. (2008) · Journal of Industrial Microbiology & Biotechnology · doi:10.1007/s10295-008-0411-0 · Cited by 113
Slivinski, C. T., Mallmann, E., de Araújo, J. M., Mitchell, D. A., & Krieger, N. (2012) · Process Biochemistry · doi:10.1016/j.procbio.2012.06.014 · Cited by 112
dos Santos, D. K. F., Meira, H. M., Rufino, R. D., Luna, J. M. D., & Sarubbo, L. A. (2016) · Process Biochemistry · doi:10.1016/j.procbio.2016.12.020 · Cited by 111
Roelants, S. L. K. W., Ciesielska, K., Maeseneire, S. L. D., Moens, H., Everaert, B., Verweire, S., Denon, Q., Vanlerberghe, B., Bogaert, I. V., der Meeren, P. V., et al. (2015) · Biotechnology and Bioengineering · doi:10.1002/bit.25815 · Cited by 106
Biosurfactant production by Rhodococcus erythropolis and its application to oil removal
Pacheco, G. J., Ciapina, E. M. P., Gomes, E. D. B., & Pereira, N. (2010) · Brazilian Journal of Microbiology · doi:10.1590/s1517-83822010000300019 · Cited by 100
Li, J., Deng, M., Wang, Y., & Chen, W. (2016) · International Biodeterioration & Biodegradation · doi:10.1016/j.ibiod.2016.05.002 · Cited by 95
Production, formulation and cost estimation of a commercial biosurfactant
da Silva, R. D. C. F. S., de Almeida, D. G., Brasileiro, P. P. F., Rufino, R. D., Luna, J. M. D., & Sarubbo, L. A. (2018) · Biodegradation · doi:10.1007/s10532-018-9830-4 · Cited by 95
Ramani, K., Jain, S., Mandal, A. B., & SEKARAN, G. (2012) · Colloids and Surfaces B Biointerfaces · doi:10.1016/j.colsurfb.2012.03.022 · Cited by 94
Zhu, Z., Zhang, G., Luo, Y., Ran, W., & Shen, Q. (2012) · Bioresource Technology · doi:10.1016/j.biortech.2012.02.057 · Cited by 92
Camilios‐Neto, D., Bugay, C., Santana-Filho, A. P., Joslin, T., de Souza, L. M., Sassaki, G. L., Mitchell, D. A., & Krieger, N. (2010) · Applied Microbiology and Biotechnology · doi:10.1007/s00253-010-2987-3 · Cited by 90
Kumar, A. P., Janardhan, A., Viswanath, B., Kallubai, M., Jung, J., & Golla, N. (2016) · 3 Biotech · doi:10.1007/s13205-015-0362-x · Cited by 90
Fungal Lipase Production by Solid-State Fermentation
Ramos-Sánchez, L. B. (2015) · Journal of Bioprocessing & Biotechniques · doi:10.4172/2155-9821.1000203 · Cited by 87
Dubey, K. V., Juwarkar, A. A., & Singh, S. K. (2005) · Biotechnology Progress · doi:10.1021/bp040012e · Cited by 84
Hassan, M., Essam, T. M., Yassin, A. S., & Salama, A. (2015) · International Journal of Biological Macromolecules · doi:10.1016/j.ijbiomac.2015.09.057 · Cited by 77
Foam mitigation and exploitation in biosurfactant production
Winterburn, J. B., & Martin, P. J. (2011) · Biotechnology Letters · doi:10.1007/s10529-011-0782-6 · Cited by 76
Hydrolysis of olive mill waste to enhance rhamnolipids and surfactin production
Moya‐Ramírez, I., Vaz, D. A., Banat, I. M., Marchant, R., Jurado, E., & García‐Román, M. (2016) · Bioresource Technology · doi:10.1016/j.biortech.2016.01.016 · Cited by 73
Solubility of recombinant Src homology 2 domains expressed in E. colican be predicted by TANGO
Andersen, T. C. B., Lindsjø, K., Hem, C. D., Koll, L., Kristiansen, P. E., Skjeldal, L., Andreotti, A. H., & Spurkland, A. (2014) · BMC Biotechnology · doi:10.1186/1472-6750-14-3 · Cited by 72
Satpute, S., Płaza, G. A., & Banpurkar, A. G. (2017) · Management Systems in Production Engineering · doi:10.1515/mspe-2017-0007 · Cited by 71
Kiran, G. S., Lipton, A. N., Priyadharshini, S., Anitha, K., & Selvin, J. (2014) · BMC Biotechnology · doi:10.1186/1472-6750-14-48 · Cited by 70
Chooklin, C. S., Maneerat, S., & Saimmai, A. (2014) · Applied Biochemistry and Biotechnology · doi:10.1007/s12010-014-0870-x · Cited by 70
Zouari, R., Ellouze‐Chaâbouni, S., & Ghribi‐Aydi, D. (2014) · Achievements in the Life Sciences · doi:10.1016/j.als.2015.04.007 · Cited by 63
Ma, K.-Y., Sun, M., Dong, W., He, C., Chen, F., & Ma, Y. (2016) · Biocatalysis and Agricultural Biotechnology · doi:10.1016/j.bcab.2016.03.008 · Cited by 63
Strategies for improved rhamnolipid production by Pseudomonas aeruginosa PA1
dos Santos, A. S., Pereira, N., & Freire, D. M. G. (2016) · PeerJ · doi:10.7717/peerj.2078 · Cited by 62
Production of Biosurfactant from Candida bombicola URM 3718 for Environmental Applications
Luna, J. M., Filho, A. S., Rufino, R. D., & Sarubbo, L. A. (2016) · Chemical engineering transactions · doi:10.3303/cet1649098 · Cited by 60
Reuse of waste frying oil for production of rhamnolipids using Pseudomonas aeruginosa zju.u1M
Zhu, Y., Gan, J.-J., Zhang, G., Yao, B., Zhu, W., & Meng, Q. (2007) · Journal of Zhejiang University. Science A · doi:10.1631/jzus.2007.a1514 · Cited by 59
Rotating discs bioreactor, a new tool for lipopeptides production
Chtioui, O., Dimitrov, K., Gancel, F., Dhulster, P., & Nikov, I. (2012) · Process Biochemistry · doi:10.1016/j.procbio.2012.07.013 · Cited by 58
Heyd, M., Franzreb, M., & Berensmeier, S. (2011) · Biotechnology Progress · doi:10.1002/btpr.607 · Cited by 58
Kiran, G. S., Balu, S., Thajuddin, N., & Selvin, J. (2014) · Journal of Surfactants and Detergents · doi:10.1007/s11743-014-1564-7 · Cited by 55
Sharma, D., Ansari, M. J., Gupta, S., Al Ghamdi, A., Pruthi, P., & Pruthi, V. (2015) · Jundishapur Journal of Microbiology · doi:10.5812/jjm.21257 · Cited by 55
Biosurfactant production by Pleurotus ostreatus in submerged and solid-state fermentation systems
Tosuner, Z. V., & Ürek, R. Ö. (2015) · TURKISH JOURNAL OF BIOLOGY · doi:10.3906/biy-1406-44 · Cited by 54
Enhanced Production of Surfactin by Bacillus subtilis E8 Mutant Obtained by Ion Beam Implantation
Gong, G., Zheng, Z., Chen, H., Yuan, C., Wang, P., Yao, L., & Yu, Z. (2009) · University of Zagreb University Computing Centre (SRCE) · Cited by 53
Lipopeptide overproduction by cell immobilization on iron-enriched light polymer particles
Gancel, F., Montastruc, L., Liu, T., Zhao, L., & Nikov, I. (2009) · Process Biochemistry · doi:10.1016/j.procbio.2009.04.023 · Cited by 49
Chtioui, O., Dimitrov, K., Gancel, F., & Nikov, I. (2010) · Process Biochemistry · doi:10.1016/j.procbio.2010.05.012 · Cited by 48
Ahmad, Z., Crowley, D. E., Marina, N., & Jha, S. K. (2015) · Measurement · doi:10.1016/j.measurement.2015.12.019 · Cited by 48
Ribeaux, D. R., Rosileide, F. S. A., Goretti, S. D. S., Rodrigo, A. D. H., Pele, M. A., Patricia, N., Jose, C. V. J., Maria, A. D. R.-S., & de Campos‐Takaki, G. M. (2017) · African Journal of Microbiology Research · doi:10.5897/ajmr2017.8486 · Cited by 47
Eswari, S., Anand, M., & Venkateswarlu, C. (2016) · Sadhana · doi:10.1007/s12046-015-0451-x · Cited by 46
de Souza, A. F., Rodríguez, D. M., Ribeaux, D. R., et al. (2016) · International Journal of Molecular Sciences · doi:10.3390/ijms17101608 · Cited by 44
Huang, X., Liu, J., Wang, Y., Liu, J., & Lu, L. (2015) · Biotechnology & Biotechnological Equipment · doi:10.1080/13102818.2015.1006905 · Cited by 42
Co-production of Pectinase and Biosurfactant by the Newly Isolated Strain Bacillus subtilis BKDS1
Kavuthodi, B., Thomas, S. K., & Sebastian, D. (2015) · British Microbiology Research Journal · doi:10.9734/bmrj/2015/19627 · Cited by 42
Time‐dependent dosing of Fe2+ for improved lipopeptide production by marine Bacillus megaterium
Rangarajan, V., Dhanarajan, G., Kumar, R. S., Sen, R., & Mandal, M. (2012) · Journal of Chemical Technology & Biotechnology · doi:10.1002/jctb.3814 · Cited by 39
Agricultural Feedstock Supplemented with Manganese for Biosurfactant Production by Bacillus subtilis
Cruz, J. M., Hughes, C., Quilty, B., Montagnolli, R. N., & Bidóia, E. D. (2017) · Waste and Biomass Valorization · doi:10.1007/s12649-017-0019-6 · Cited by 38
Luo, Z., Yuan, X., Zhong, H., Zeng, G., Liu, Z., Ma, X., & Zhu, Y.-Y. (2013) · Journal of Central South University · doi:10.1007/s11771-013-1578-8 · Cited by 36
Bacterial Biofilms and Genetic Regulation for Metal Detoxification
Shukla, S. K., Mangwani, N., Karley, D., & Rao, T. S. (2017) · CRC Press eBooks · doi:10.1201/9781315153353-22 · Cited by 34
Sivapathasekaran, C., & Sen, R. (2012) · Journal of Chemical Technology & Biotechnology · doi:10.1002/jctb.3900 · Cited by 33
Ismail, W. A., Shammary, S. A., El-Sayed, W. S. M., Obuekwe, C. O., Nayal, A. M. E., Raheem, A. S. A., & Al-Humam, A. A. (2015) · Biotechnology Reports · doi:10.1016/j.btre.2015.03.001 · Cited by 32
Kourmentza, K., Freitas, F., Alves, V. D., & Reis, M. A. M. (2017) · Springer eBooks · doi:10.1007/978-3-319-52666-9_2 · Cited by 28
Haddad, N., Gang, H., Liu, J., Mbadinga, S., & Mu, B. (2014) · Protein & Peptide Letters · doi:10.2174/0929866521666140411112458 · Cited by 18
Sellami, M., Khlifi, A., Frikha, F., Miled, N., Belbahri, L., & Rebah, F. B. (2016) · Journal of Microbiology Biotechnology and Food Sciences · doi:10.15414/jmbfs.2016.5.6.578-583 · Cited by 17
Production of biosurfactant stabilized nanoparticles
Singh, P., Ravindran, S., Suthar, J. K., Deshpande, P., ROKHADE, R., & Rale, V. B. (2017) · International Journal of Pharma and Bio Sciences · doi:10.22376/ijpbs.2017.8.2.b701-707 · Cited by 17
Self-citationProbiotic Biosurfactants: A Potential Therapeutic Exercises in Biomedical Sciences
Saha, P., Nath, D., Choudhury, M. D., & Talukdar, A. D. (2018) · Springer eBooks · doi:10.1007/978-981-10-7140-9_23 · Cited by 10
Research works printed but not linked: 20
- Amin, 2013, A Two-stage immobilized cell bioreactor with Bacillus subtilis and Rhodococcus erythropolis for the simultaneous production of biosurfactant and biodesulfurization of model oil, Petro Sci Technol, 31, 2250, 10.1080/10916466.2011.565292 · doi:10.1080/10916466.2011.565292
- Colla, 2016, Surface response methodology for the optimization of lipase production under submerged fermentation by filamentous fungi, Brazilian J Microbiol, 47, 461, 10.1016/j.bjm.2016.01.028 · doi:10.1016/j.bjm.2016.01.028
- Ji, 2016, Production of rhamnolipids with a high specificity by Pseudomonas aeruginosa M408 isolated from petroleum-contaminated soil using olive oil as sole carbon source, Ann Microbiol, 66, 1145, 10.1007/s13213-016-1203-9 · doi:10.1007/s13213-016-1203-9
- Kalyani, 2014, Production optimization of Rhamnolipid biosurfactant by Streptomyces coelicoflavus (NBRC 15399T) using Plackett-Burman design, Eur J Biotechnol Biosci, 1, 07
- Lins, 2016, Microbes in the Spotlight: Recent Progress in the Understanding of Beneficial and Harmful Microorganisms, 339
- Liu, 2013, Effects of Fe nanoparticles on bacterial growth and biosurfactant production, J Nanopart Res, 15, 1
- Luo, 2013a, Optimization of medium composition for lipopeptide production from Bacillus subtilis N7 using Response Surface Methodology, Microbiol Biotechnol Lett, 41, 52, 10.4014/kjmb.1207.07020 · doi:10.4014/kjmb.1207.07020
- Magalhães, 2018, Use of different agroindustrial waste and produced water for biosurfactant production, Biosci, Biotechnol Res Asia, 15, 17, 10.13005/bbra/2604 · doi:10.13005/bbra/2604
- Mahanti, 2017, Microbial Biotechnology, 413, 10.1007/978-981-10-6847-8_18 · doi:10.1007/978-981-10-6847-8_18
- Oliveira, 2015, Review: sophorolipids a promising biosurfactant and its applications, Int J Adv Biotechnol Res, 6, 161
- Onwosi, 2013, Rhamnolipid biosurfactant production by Pseudomonas nitroreducens immobilized on Ca2+ alginate beads and under resting cell condition, Annals Microbiol, 63, 161, 10.1007/s13213-012-0456-1 · doi:10.1007/s13213-012-0456-1
- Patil, 2015, Handbook on Climate Change Adaptation, 2079, 10.1007/978-3-642-38670-1_49 · doi:10.1007/978-3-642-38670-1_49
- Patil, 2016, Primary Screening of actinomycetes in prospects with biosurfactant production from animal fat waste, Int J Curr Microbiol Appl Sci, 5, 92, 10.20546/ijcmas.2016.502.010 · doi:10.20546/ijcmas.2016.502.010
- Pinto, 2018, Production in bioreactor, toxicity and stability of a low-cost biosurfactant, Chem Eng, 64, 595
- Raheb, 2011, The stable rhamnolipid biosurfactant production in genetically engineered Pseudomonas strain reduced energy consumption in biodesulfurization, Energy Sources, Part A: Recovery Util Environ Eff, 33, 2113, 10.1080/15567030903503167 · doi:10.1080/15567030903503167
- Raza, 2016, Response surface optimization in biosurfactant production by using a renewable growth substrate, Indian J Biotechnol, 15, 217
- Sahebnazar, 2018, Enhancement of Pseudomonas aeruginosa growth and rhamnolipid production using iron-silica nanoparticles in low-cost medium, J Nanostructures, 8, 1
- Sahoo, 2011, Optimization of culture conditions for biosurfactant production from Pseudomonas aeruginosa OCD1, J Adv Sci Res, 2, 32
- Santos, 2016b, Strategy for waste management in the production and application of biosurfactant through surface response methodology, Clean Technol Environ Policy, 18, 787, 10.1007/s10098-015-1052-4 · doi:10.1007/s10098-015-1052-4
- Sivapathasekaran, 2017, Origin, properties, production and purification of microbial surfactants as molecules with immense commercial potential, Tenside Surfact Det, 54, 92
Cited by
RETRACTED: Microbial strategies for bio-transforming food waste into resources
Sharma, P., Gaur, V. K., Kim, S.-H., & Pandey, A. (2020) · Bioresource Technology · doi:10.1016/j.biortech.2019.122580 · Cited by 389
RetractedValorization of Food Waste to Produce Value-Added Products Based on Its Bioactive Compounds
Liu, Z., de Souza, T. S. P., Holland, B., Dunshea, F., Barrow, C., & Suleria, H. A. R. (2023) · Processes · doi:10.3390/pr11030840 · Cited by 254
Gaur, V. K., Sharma, P., Sirohi, R., Varjani, S., Taherzadeh, M. J., Chang, J.-S., Yong Ng, H., Wong, J. W. C., & Kim, S.-H. (2022) · Bioresource Technology · doi:10.1016/j.biortech.2021.126059 · Cited by 186
Biosurfactants: A COVID-19 Perspective
Smith, M. L., Gandolfi, S., Coshall, P. M., & Rahman, P. K. S. M. (2020) · Frontiers in Microbiology · doi:10.3389/fmicb.2020.01341 · Cited by 96
Biological and Cosmetical Importance of Fermented Raw Materials: An Overview
Majchrzak, W., Motyl, I., & Śmigielski, K. (2022) · doi:10.20944/preprints202207.0245.v1 · Cited by 71
Metadata
- Authors
- Singh, P., Patil, Y., & Rale, V.
- Venue
- Journal of Applied Microbiology
- Publisher
- Oxford University Press (OUP)
- Published
- 2018-08-26
- Volume
- 126
- Issue
- 1
- Pages
- 2-13
- ISSN
- 1364-5072 (ISSN-L)
- OpenAlex
- W2887929448
- Cited by
- 357
- References
- 76
- FWCI
- 9.16
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- doi.wiley.com/10.1002/tdm_license_1.1 (tdm)
- onlinelibrary.wiley.com/termsAndConditions#vor (vor)
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.