Culture-independent method for identification of microbial enzyme-encoding genes by activity-based single-cell sequencing using a water-in-oil microdroplet platform
Environmental microbes are a great source of industrially valuable enzymes with potent and unique catalytic activities. Unfortunately, the majority of microbes remain unculturable and thus are not accessible by culture-based methods. Recently, culture-independent metagenomic approaches have been suc...
Saved in:
Published in | Scientific reports Vol. 6; no. 1; p. 22259 |
---|---|
Main Authors | , , , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
London
Nature Publishing Group UK
26.02.2016
Nature Publishing Group |
Subjects | |
Online Access | Get full text |
Cover
Loading…
Abstract | Environmental microbes are a great source of industrially valuable enzymes with potent and unique catalytic activities. Unfortunately, the majority of microbes remain unculturable and thus are not accessible by culture-based methods. Recently, culture-independent metagenomic approaches have been successfully applied, opening access to untapped genetic resources. Here we present a methodological approach for the identification of genes that encode metabolically active enzymes in environmental microbes in a culture-independent manner. Our method is based on activity-based single-cell sequencing, which focuses on microbial cells showing specific enzymatic activities. First, at the single-cell level, environmental microbes were encapsulated in water-in-oil microdroplets with a fluorogenic substrate for the target enzyme to screen for microdroplets that contain microbially active cells. Second, the microbial cells were recovered and subjected to whole genome amplification. Finally, the amplified genomes were sequenced to identify the genes encoding target enzymes. Employing this method, we successfully identified 14 novel β-glucosidase genes from uncultured bacterial cells in marine samples. Our method contributes to the screening and identification of genes encoding industrially valuable enzymes. |
---|---|
AbstractList | Environmental microbes are a great source of industrially valuable enzymes with potent and unique catalytic activities. Unfortunately, the majority of microbes remain unculturable and thus are not accessible by culture-based methods. Recently, culture-independent metagenomic approaches have been successfully applied, opening access to untapped genetic resources. Here we present a methodological approach for the identification of genes that encode metabolically active enzymes in environmental microbes in a culture-independent manner. Our method is based on activity-based single-cell sequencing, which focuses on microbial cells showing specific enzymatic activities. First, at the single-cell level, environmental microbes were encapsulated in water-in-oil microdroplets with a fluorogenic substrate for the target enzyme to screen for microdroplets that contain microbially active cells. Second, the microbial cells were recovered and subjected to whole genome amplification. Finally, the amplified genomes were sequenced to identify the genes encoding target enzymes. Employing this method, we successfully identified 14 novel β-glucosidase genes from uncultured bacterial cells in marine samples. Our method contributes to the screening and identification of genes encoding industrially valuable enzymes. Environmental microbes are a great source of industrially valuable enzymes with potent and unique catalytic activities. Unfortunately, the majority of microbes remain unculturable and thus are not accessible by culture-based methods. Recently, culture-independent metagenomic approaches have been successfully applied, opening access to untapped genetic resources. Here we present a methodological approach for the identification of genes that encode metabolically active enzymes in environmental microbes in a culture-independent manner. Our method is based on activity-based single-cell sequencing, which focuses on microbial cells showing specific enzymatic activities. First, at the single-cell level, environmental microbes were encapsulated in water-in-oil microdroplets with a fluorogenic substrate for the target enzyme to screen for microdroplets that contain microbially active cells. Second, the microbial cells were recovered and subjected to whole genome amplification. Finally, the amplified genomes were sequenced to identify the genes encoding target enzymes. Employing this method, we successfully identified 14 novel β-glucosidase genes from uncultured bacterial cells in marine samples. Our method contributes to the screening and identification of genes encoding industrially valuable enzymes.Environmental microbes are a great source of industrially valuable enzymes with potent and unique catalytic activities. Unfortunately, the majority of microbes remain unculturable and thus are not accessible by culture-based methods. Recently, culture-independent metagenomic approaches have been successfully applied, opening access to untapped genetic resources. Here we present a methodological approach for the identification of genes that encode metabolically active enzymes in environmental microbes in a culture-independent manner. Our method is based on activity-based single-cell sequencing, which focuses on microbial cells showing specific enzymatic activities. First, at the single-cell level, environmental microbes were encapsulated in water-in-oil microdroplets with a fluorogenic substrate for the target enzyme to screen for microdroplets that contain microbially active cells. Second, the microbial cells were recovered and subjected to whole genome amplification. Finally, the amplified genomes were sequenced to identify the genes encoding target enzymes. Employing this method, we successfully identified 14 novel β-glucosidase genes from uncultured bacterial cells in marine samples. Our method contributes to the screening and identification of genes encoding industrially valuable enzymes. |
ArticleNumber | 22259 |
Author | Nishi, Shinro Sekiguchi, Tetsushi Yoshida, Takao Hatada, Yuji Yoon, Dong Hyun Iizuka, Ryo Iguchi, Ayaka Nakamura, Kazuki Shoji, Shuichi Funatsu, Takashi Takaki, Yoshihiro |
Author_xml | – sequence: 1 givenname: Kazuki surname: Nakamura fullname: Nakamura, Kazuki organization: Graduate School of Pharmaceutical Sciences, The University of Tokyo – sequence: 2 givenname: Ryo surname: Iizuka fullname: Iizuka, Ryo organization: Graduate School of Pharmaceutical Sciences, The University of Tokyo – sequence: 3 givenname: Shinro surname: Nishi fullname: Nishi, Shinro organization: Japan Agency for Marine-Earth Science and Technology – sequence: 4 givenname: Takao surname: Yoshida fullname: Yoshida, Takao organization: Japan Agency for Marine-Earth Science and Technology – sequence: 5 givenname: Yuji surname: Hatada fullname: Hatada, Yuji organization: Japan Agency for Marine-Earth Science and Technology – sequence: 6 givenname: Yoshihiro surname: Takaki fullname: Takaki, Yoshihiro organization: Japan Agency for Marine-Earth Science and Technology – sequence: 7 givenname: Ayaka surname: Iguchi fullname: Iguchi, Ayaka organization: Department of NanoscieWnce and Nanoengineering (ASE Graduate School), Waseda University – sequence: 8 givenname: Dong Hyun surname: Yoon fullname: Yoon, Dong Hyun organization: Department of NanoscieWnce and Nanoengineering (ASE Graduate School), Waseda University – sequence: 9 givenname: Tetsushi surname: Sekiguchi fullname: Sekiguchi, Tetsushi organization: Research Organization for Nano & Life Innovation, Waseda University, 513, Waseda-tsurumaki-cho – sequence: 10 givenname: Shuichi surname: Shoji fullname: Shoji, Shuichi organization: Department of NanoscieWnce and Nanoengineering (ASE Graduate School), Waseda University – sequence: 11 givenname: Takashi surname: Funatsu fullname: Funatsu, Takashi organization: Graduate School of Pharmaceutical Sciences, The University of Tokyo |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/26915788$$D View this record in MEDLINE/PubMed |
BookMark | eNptks-O1SAUxhszxhnHWfgChsSNmtQBCm3ZmJgb_yWTuNE1oXB6hwmFCnTM9Xl8UKl3vLmOdkEJ_M7H98F5XJ344KGqnhL8muCmv0wRZkopFw-qM4oZr2lD6cnR_LS6SOkGl49TwYh4VJ3SVhDe9f1Z9XOzuLxEqK03MEMZfEYT5Otg0BgisuuCHa1W2QaPwogmq2MYrHII_I_dBDV4HYz1W7QFDwkNO6R0trc27-pBJTAolU0HtQbnUIJvSylY8WVdRwp9VxliOb8O1u3VTQyzg4xmp3IxMT2pHo7KJbi4-59XX9-_-7L5WF99_vBp8_aq1hyzXAOnnVB8BNwaJrpBCcrGgRDB-UD50PR92zJuyKA6rkBDh5loWNtjqjujtWnOqzd73XkZJjC6RI_KyTnaScWdDMrKv3e8vZbbcCtZ1_YE0yLw4k4ghpIzZTnZtOZWHsKSJCkc5x1hfUGf30NvwhJ9iSdJLwTGq9tCPTt2dLDy5wEL8HIPlGtLpRXGA0KwXPtDHvqjsJf3WG3z73ctYaz7b8WrfUUqqn4L8cjkP_AvKd3QdA |
CitedBy_id | crossref_primary_10_3390_mi9100513 crossref_primary_10_1007_s12551_020_00641_4 crossref_primary_10_1038_srep41192 crossref_primary_10_1039_D3RA03742H crossref_primary_10_1016_j_scitotenv_2019_134365 crossref_primary_10_1016_j_bej_2022_108627 crossref_primary_10_3390_microorganisms9112235 crossref_primary_10_3389_fmicb_2021_630013 crossref_primary_10_3390_molecules21070881 crossref_primary_10_1002_smll_202002400 crossref_primary_10_3389_fmars_2022_846656 crossref_primary_10_1371_journal_pone_0264226 crossref_primary_10_1080_21501203_2024_2323714 crossref_primary_10_1248_yakushi_20_00111 crossref_primary_10_1039_D3AY00401E crossref_primary_10_3390_ijms20246224 crossref_primary_10_1021_acs_analchem_1c04108 crossref_primary_10_1038_s41565_018_0202_3 crossref_primary_10_12688_f1000research_11221_1 crossref_primary_10_1002_bit_27904 crossref_primary_10_1002_anie_201900532 crossref_primary_10_1002_ange_201900532 crossref_primary_10_1016_j_jbiotec_2022_08_016 crossref_primary_10_3389_faquc_2024_1427405 crossref_primary_10_1021_acs_analchem_6b02581 crossref_primary_10_1021_acs_analchem_3c02174 crossref_primary_10_1515_reveh_2023_0004 crossref_primary_10_1016_j_talanta_2024_126488 crossref_primary_10_1128_mra_00278_23 crossref_primary_10_1002_biot_201600549 |
Cites_doi | 10.1111/1574-6976.12015 10.1038/nature12352 10.1007/s00018-010-0399-2 10.1063/1.1537519 10.1111/j.1574-6976.2010.00214.x 10.1016/j.snb.2011.06.043 10.1038/nrmicro1161 10.1021/ac0515632 10.1021/ac202791d 10.1016/j.copbio.2011.11.013 10.1073/pnas.0910781107 10.1146/annurev.genet.38.072902.091216 10.1006/abio.1997.2090 10.1128/AEM.02136-08 10.1371/journal.pone.0105585 10.1016/j.molcatb.2009.11.009 10.1126/science.1203690 10.1038/nature12959 10.1074/jbc.M113.471342 10.1089/cmb.2012.0021 10.1016/j.chembiol.2012.06.009 10.1016/j.chembiol.2014.10.020 10.1021/ac900811y 10.1073/pnas.1219809110 10.1080/07388550290789568 10.1038/nbt0798-652 10.1038/ismej.2011.189 10.1073/pnas.1106752109 10.1039/c2lc21147e 10.1021/ac400480z 10.1093/nar/gkt1178 10.1016/B978-0-12-407863-5.00004-6 10.1038/srep01191 10.1021/la7005875 10.1002/0471142727.mb1513s105 10.1002/anie.200906653 10.1016/j.copbio.2009.09.010 10.1039/b802941e 10.1002/cbf.290110304 10.1016/j.cbpa.2012.02.015 10.1073/pnas.082089499 10.1128/mr.60.4.641-696.1996 10.1073/pnas.0704662104 10.1039/C3LC51202A 10.1093/nar/gkm864 10.1021/op100302x 10.1007/s12275-009-0024-y 10.1039/c3an00729d 10.1016/j.chembiol.2005.09.016 |
ContentType | Journal Article |
Copyright | The Author(s) 2016 Copyright Nature Publishing Group Feb 2016 Copyright © 2016, Macmillan Publishers Limited 2016 Macmillan Publishers Limited |
Copyright_xml | – notice: The Author(s) 2016 – notice: Copyright Nature Publishing Group Feb 2016 – notice: Copyright © 2016, Macmillan Publishers Limited 2016 Macmillan Publishers Limited |
DBID | C6C AAYXX CITATION CGR CUY CVF ECM EIF NPM 3V. 7X7 7XB 88A 88E 88I 8FE 8FH 8FI 8FJ 8FK ABUWG AEUYN AFKRA AZQEC BBNVY BENPR BHPHI CCPQU DWQXO FYUFA GHDGH GNUQQ HCIFZ K9. LK8 M0S M1P M2P M7P PHGZM PHGZT PIMPY PJZUB PKEHL PPXIY PQEST PQGLB PQQKQ PQUKI PRINS Q9U 7X8 5PM |
DOI | 10.1038/srep22259 |
DatabaseName | Springer Nature OA Free Journals CrossRef Medline MEDLINE MEDLINE (Ovid) MEDLINE MEDLINE PubMed ProQuest Central (Corporate) Health & Medical Collection ProQuest Central (purchase pre-March 2016) Biology Database (Alumni Edition) Medical Database (Alumni Edition) Science Database (Alumni Edition) ProQuest SciTech Collection ProQuest Natural Science Collection Hospital Premium Collection Hospital Premium Collection (Alumni Edition) ProQuest Central (Alumni) (purchase pre-March 2016) ProQuest Central (Alumni) ProQuest One Sustainability ProQuest Central UK/Ireland ProQuest Central Essentials Biological Science Collection ProQuest Central Natural Science Collection ProQuest One Community College ProQuest Central Korea Health Research Premium Collection Health Research Premium Collection (Alumni) ProQuest Central Student SciTech Premium Collection ProQuest Health & Medical Complete (Alumni) Biological Sciences ProQuest Health & Medical Collection Medical Database Science Database Biological Science Database ProQuest Central Premium ProQuest One Academic Publicly Available Content Database ProQuest Health & Medical Research Collection ProQuest One Academic Middle East (New) ProQuest One Health & Nursing ProQuest One Academic Eastern Edition (DO NOT USE) ProQuest One Applied & Life Sciences ProQuest One Academic ProQuest One Academic UKI Edition ProQuest Central China ProQuest Central Basic MEDLINE - Academic PubMed Central (Full Participant titles) |
DatabaseTitle | CrossRef MEDLINE Medline Complete MEDLINE with Full Text PubMed MEDLINE (Ovid) Publicly Available Content Database ProQuest Central Student ProQuest One Academic Middle East (New) ProQuest Central Essentials ProQuest Health & Medical Complete (Alumni) ProQuest Central (Alumni Edition) SciTech Premium Collection ProQuest One Community College ProQuest One Health & Nursing ProQuest Natural Science Collection ProQuest Central China ProQuest Biology Journals (Alumni Edition) ProQuest Central ProQuest One Applied & Life Sciences ProQuest One Sustainability ProQuest Health & Medical Research Collection Health Research Premium Collection Health and Medicine Complete (Alumni Edition) Natural Science Collection ProQuest Central Korea Health & Medical Research Collection Biological Science Collection ProQuest Central (New) ProQuest Medical Library (Alumni) ProQuest Science Journals (Alumni Edition) ProQuest Biological Science Collection ProQuest Central Basic ProQuest Science Journals ProQuest One Academic Eastern Edition ProQuest Hospital Collection Health Research Premium Collection (Alumni) Biological Science Database ProQuest SciTech Collection ProQuest Hospital Collection (Alumni) ProQuest Health & Medical Complete ProQuest Medical Library ProQuest One Academic UKI Edition ProQuest One Academic ProQuest One Academic (New) ProQuest Central (Alumni) MEDLINE - Academic |
DatabaseTitleList | CrossRef MEDLINE - Academic MEDLINE Publicly Available Content Database |
Database_xml | – sequence: 1 dbid: C6C name: Springer Nature OA Free Journals url: http://www.springeropen.com/ sourceTypes: Publisher – sequence: 2 dbid: NPM name: PubMed url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed sourceTypes: Index Database – sequence: 3 dbid: EIF name: MEDLINE url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search sourceTypes: Index Database – sequence: 4 dbid: BENPR name: ProQuest Central url: https://www.proquest.com/central sourceTypes: Aggregation Database |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Biology |
EISSN | 2045-2322 |
ExternalDocumentID | PMC4768102 26915788 10_1038_srep22259 |
Genre | Research Support, Non-U.S. Gov't Journal Article |
GroupedDBID | 0R~ 3V. 4.4 53G 5VS 7X7 88A 88E 88I 8FE 8FH 8FI 8FJ AAFWJ AAJSJ AAKDD ABDBF ABUWG ACGFS ACSMW ACUHS ADBBV ADRAZ AENEX AEUYN AFKRA AJTQC ALIPV ALMA_UNASSIGNED_HOLDINGS AOIJS AZQEC BAWUL BBNVY BCNDV BENPR BHPHI BPHCQ BVXVI C6C CCPQU DIK DWQXO EBD EBLON EBS EJD ESX FYUFA GNUQQ GROUPED_DOAJ GX1 HCIFZ HH5 HMCUK HYE KQ8 LK8 M0L M1P M2P M48 M7P M~E NAO OK1 PIMPY PQQKQ PROAC PSQYO RNT RNTTT RPM SNYQT UKHRP AASML AAYXX AFPKN CITATION PHGZM PHGZT CGR CUY CVF ECM EIF NPM PJZUB PPXIY PQGLB 7XB 8FK AARCD K9. PKEHL PQEST PQUKI PRINS Q9U 7X8 5PM |
ID | FETCH-LOGICAL-c504t-e5279a5fe06d497ba924fb11955b25b3886645d1ba75aece7049346802c7dccd3 |
IEDL.DBID | M48 |
ISSN | 2045-2322 |
IngestDate | Thu Aug 21 14:31:42 EDT 2025 Fri Jul 11 16:56:52 EDT 2025 Wed Aug 13 06:41:37 EDT 2025 Mon Jul 21 06:02:22 EDT 2025 Thu Apr 24 23:07:19 EDT 2025 Tue Jul 01 00:43:47 EDT 2025 Fri Feb 21 02:37:26 EST 2025 |
IsDoiOpenAccess | true |
IsOpenAccess | true |
IsPeerReviewed | true |
IsScholarly | true |
Issue | 1 |
Language | English |
License | This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0 |
LinkModel | DirectLink |
MergedId | FETCHMERGED-LOGICAL-c504t-e5279a5fe06d497ba924fb11955b25b3886645d1ba75aece7049346802c7dccd3 |
Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 content type line 23 |
OpenAccessLink | http://journals.scholarsportal.info/openUrl.xqy?doi=10.1038/srep22259 |
PMID | 26915788 |
PQID | 1899008866 |
PQPubID | 2041939 |
ParticipantIDs | pubmedcentral_primary_oai_pubmedcentral_nih_gov_4768102 proquest_miscellaneous_1768557148 proquest_journals_1899008866 pubmed_primary_26915788 crossref_primary_10_1038_srep22259 crossref_citationtrail_10_1038_srep22259 springer_journals_10_1038_srep22259 |
ProviderPackageCode | CITATION AAYXX |
PublicationCentury | 2000 |
PublicationDate | 2016-02-26 |
PublicationDateYYYYMMDD | 2016-02-26 |
PublicationDate_xml | – month: 02 year: 2016 text: 2016-02-26 day: 26 |
PublicationDecade | 2010 |
PublicationPlace | London |
PublicationPlace_xml | – name: London – name: England |
PublicationTitle | Scientific reports |
PublicationTitleAbbrev | Sci Rep |
PublicationTitleAlternate | Sci Rep |
PublicationYear | 2016 |
Publisher | Nature Publishing Group UK Nature Publishing Group |
Publisher_xml | – name: Nature Publishing Group UK – name: Nature Publishing Group |
References | Swan (CR9) 2011; 333 Nelson (CR25) 2014; 105 Sanchez, Demain (CR1) 2011; 15 Han, Li, Huang, Zheng (CR48) 2009; 81 Waschkowitz, Rockstroh, Daniel (CR7) 2011; 75 Stevenson (CR47) 2013; 138 Sjostrom (CR43) 2014; 14 Köster (CR38) 2008; 8 Pruesse (CR51) 2007; 35 Guo, Rotem, Heyman, Weitz (CR30) 2012; 12 Theberge (CR29) 2010; 49 McLean (CR11) 2013; 110 Dean (CR24) 2002; 99 Marcy (CR8) 2007; 104 Müller, Nebe-von-Caron (CR15) 2010; 34 Leung (CR49) 2012; 109 Yamamura (CR16) 2005; 77 Ketudat Cairns, Esen (CR35) 2010; 67 Lorenz, Eck (CR4) 2005; 3 Davey, Kell (CR14) 1996; 60 Tawfik, Griffiths (CR18) 1998; 16 Deal, Easley (CR45) 2012; 84 Jiang (CR40) 2009; 47 Scholz, Lo, Chain (CR6) 2012; 23 Uchiyama, Miyazaki, Yaoi (CR42) 2013; 288 Anna, Bontoux, Stone (CR21) 2003; 82 Bankevich (CR27) 2012; 19 Mastrobattista (CR19) 2005; 12 van Es, Veldwijk, Havenga, Valerio (CR37) 1997; 247 Agresti (CR20) 2010; 107 Riesenfeld, Schloss, Handelsman (CR2) 2004; 38 Uchiyama, Miyazaki (CR5) 2009; 20 Landry, Giovanonni, Quake, Blainey (CR50) 2013; 531 Dupont (CR10) 2012; 6 Kohen (CR36) 1993; 11 Jiang (CR41) 2010; 63 Lombard (CR28) 2014; 42 Blainey (CR32) 2013; 37 CR26 Najah (CR31) 2014; 21 Kintses (CR44) 2012; 19 Li (CR23) 2007; 23 de Bourcy (CR33) 2014; 9 Haneoka (CR22) 2011; 159 Gielen (CR46) 2013; 85 Bhatia, Mishra, Bisaria (CR34) 2002; 22 Wilson (CR13) 2014; 506 Iqbal, Feng, Brady (CR3) 2012; 16 Rinke (CR12) 2013; 499 Yoshimoto (CR17) 2013; 3 Kim (CR39) 2007; 17 MT Guo (BFsrep22259_CR30) 2012; 12 T Waschkowitz (BFsrep22259_CR7) 2011; 75 CS Riesenfeld (BFsrep22259_CR2) 2004; 38 JS McLean (BFsrep22259_CR11) 2013; 110 PC Blainey (BFsrep22259_CR32) 2013; 37 R Stevenson (BFsrep22259_CR47) 2013; 138 HH van Es (BFsrep22259_CR37) 1997; 247 Z Han (BFsrep22259_CR48) 2009; 81 E Kohen (BFsrep22259_CR36) 1993; 11 BK Swan (BFsrep22259_CR9) 2011; 333 CL Dupont (BFsrep22259_CR10) 2012; 6 JR Ketudat Cairns (BFsrep22259_CR35) 2010; 67 SJ Kim (BFsrep22259_CR39) 2007; 17 ZC Landry (BFsrep22259_CR50) 2013; 531 KS Deal (BFsrep22259_CR45) 2012; 84 T Uchiyama (BFsrep22259_CR5) 2009; 20 M Najah (BFsrep22259_CR31) 2014; 21 JR Nelson (BFsrep22259_CR25) 2014; 105 T Uchiyama (BFsrep22259_CR42) 2013; 288 E Pruesse (BFsrep22259_CR51) 2007; 35 S Köster (BFsrep22259_CR38) 2008; 8 C Jiang (BFsrep22259_CR41) 2010; 63 W Li (BFsrep22259_CR23) 2007; 23 BFsrep22259_CR26 C Jiang (BFsrep22259_CR40) 2009; 47 E Mastrobattista (BFsrep22259_CR19) 2005; 12 JJ Agresti (BFsrep22259_CR20) 2010; 107 CF de Bourcy (BFsrep22259_CR33) 2014; 9 SL Sjostrom (BFsrep22259_CR43) 2014; 14 K Leung (BFsrep22259_CR49) 2012; 109 A Bankevich (BFsrep22259_CR27) 2012; 19 Y Marcy (BFsrep22259_CR8) 2007; 104 C Rinke (BFsrep22259_CR12) 2013; 499 S Sanchez (BFsrep22259_CR1) 2011; 15 FB Dean (BFsrep22259_CR24) 2002; 99 F Gielen (BFsrep22259_CR46) 2013; 85 S Müller (BFsrep22259_CR15) 2010; 34 S Yamamura (BFsrep22259_CR16) 2005; 77 V Lombard (BFsrep22259_CR28) 2014; 42 HA Iqbal (BFsrep22259_CR3) 2012; 16 AB Theberge (BFsrep22259_CR29) 2010; 49 SL Anna (BFsrep22259_CR21) 2003; 82 MB Scholz (BFsrep22259_CR6) 2012; 23 Y Bhatia (BFsrep22259_CR34) 2002; 22 MC Wilson (BFsrep22259_CR13) 2014; 506 HM Davey (BFsrep22259_CR14) 1996; 60 DS Tawfik (BFsrep22259_CR18) 1998; 16 Haneoka (BFsrep22259_CR22) 2011; 159 B Kintses (BFsrep22259_CR44) 2012; 19 N Yoshimoto (BFsrep22259_CR17) 2013; 3 P Lorenz (BFsrep22259_CR4) 2005; 3 25525991 - Chem Biol. 2014 Dec 18;21(12):1722-32 22318506 - Lab Chip. 2012 Jun 21;12(12):2146-55 8987359 - Microbiol Rev. 1996 Dec;60(4):641-96 20337722 - FEMS Microbiol Rev. 2010 Jul;34(4):554-87 20490603 - Cell Mol Life Sci. 2010 Oct;67(20):3389-405 22921067 - Chem Biol. 2012 Aug 24;19(8):1001-9 22547789 - Proc Natl Acad Sci U S A. 2012 May 15;109(20):7665-70 25136831 - PLoS One. 2014;9(8):e105585 18584086 - Lab Chip. 2008 Jul;8(7):1110-5 22170421 - ISME J. 2012 Jun;6(6):1186-99 22455793 - Curr Opin Chem Biol. 2012 Apr;16(1-2):109-16 11959976 - Proc Natl Acad Sci U S A. 2002 Apr 16;99(8):5261-6 15931168 - Nat Rev Microbiol. 2005 Jun;3(6):510-6 12487426 - Crit Rev Biotechnol. 2002;22(4):375-407 19518139 - Anal Chem. 2009 Jul 15;81(14):5840-5 23754396 - Proc Natl Acad Sci U S A. 2013 Jun 25;110(26):E2390-9 24510438 - Curr Protoc Mol Biol. 2014;105:Unit 15.13. 17947321 - Nucleic Acids Res. 2007;35(21):7188-96 22506599 - J Comput Biol. 2012 May;19(5):455-77 15568985 - Annu Rev Genet. 2004;38:525-52 23378922 - Sci Rep. 2013;3:1191 19218412 - Appl Environ Microbiol. 2009 Apr;75(8):2506-16 23298390 - FEMS Microbiol Rev. 2013 May;37(3):407-27 9661199 - Nat Biotechnol. 1998 Jul;16(7):652-6 24366236 - Lab Chip. 2014 Feb 21;14(4):806-13 16351155 - Anal Chem. 2005 Dec 15;77(24):8050-6 24270786 - Nucleic Acids Res. 2014 Jan;42(Database issue):D490-5 19850467 - Curr Opin Biotechnol. 2009 Dec;20(6):616-22 22191400 - Anal Chem. 2012 Feb 7;84(3):1510-6 23614771 - Anal Chem. 2013 May 7;85(9):4761-9 24476823 - Nature. 2014 Feb 6;506(7486):58-62 23661705 - J Biol Chem. 2013 Jun 21;288(25):18325-34 9177687 - Anal Biochem. 1997 May 1;247(2):268-71 24003438 - Analyst. 2013 Nov 7;138(21):6331-6 16356846 - Chem Biol. 2005 Dec;12(12):1291-300 20142500 - Proc Natl Acad Sci U S A. 2010 Mar 2;107(9):4004-9 21885783 - Science. 2011 Sep 2;333(6047):1296-300 24060116 - Methods Enzymol. 2013;531:61-90 18050907 - J Microbiol Biotechnol. 2007 Jun;17(6):905-12 17620602 - Proc Natl Acad Sci U S A. 2007 Jul 17;104(29):11889-94 23851394 - Nature. 2013 Jul 25;499(7459):431-7 8403230 - Cell Biochem Funct. 1993 Sep;11(3):167-77 17583921 - Langmuir. 2007 Jul 17;23(15):8010-4 20572214 - Angew Chem Int Ed Engl. 2010 Aug 9;49(34):5846-68 22154470 - Curr Opin Biotechnol. 2012 Feb;23(1):9-15 19851726 - J Microbiol. 2009 Oct;47(5):542-8 |
References_xml | – volume: 42 start-page: D490 year: 2014 end-page: D495 ident: CR28 article-title: The Carbohydrate-active enzymes database (CAZy) in 2013 publication-title: Nucleic Acids Res. – volume: 3 start-page: 1191 year: 2013 ident: CR17 article-title: An automated system for high-throughput single cell-based breeding publication-title: Sci. Rep – volume: 81 start-page: 5840 year: 2009 end-page: 5845 ident: CR48 article-title: Measuring rapid enzymatic kinetics by electrochemical method in droplet-based microfluidic devices with pneumatic valves publication-title: Anal. Chem. – volume: 3 start-page: 510 year: 2005 end-page: 516 ident: CR4 article-title: Metagenomics and industrial applications publication-title: Nat. Rev. Microbiol. – volume: 49 start-page: 5846 year: 2010 end-page: 5868 ident: CR29 article-title: Microdroplets in microfluidics: an evolving platform for discoveries in chemistry and biology publication-title: Angew Chem. Int. Ed. Engl. – volume: 110 start-page: E2390 year: 2013 end-page: 2399 ident: CR11 article-title: Candidate phylum TM6 genome recovered from a hospital sink biofilm provides genomic insights into this uncultivated phylum publication-title: Proc. Natl. Acad. Sci. USA – volume: 105 start-page: 15.13.1 year: 2014 end-page: 15.13.16 ident: CR25 article-title: Random-primed, Phi29 DNA polymerase-based whole genome amplification publication-title: Curr. Protoc. Mol. Biol. – volume: 15 start-page: 224 year: 2011 end-page: 230 ident: CR1 article-title: Enzymes and bioconversions of industrial, pharmaceutical and biotechnological significance publication-title: Org. Process. Res. Dev. – volume: 20 start-page: 616 year: 2009 end-page: 622 ident: CR5 article-title: Functional metagenomics for enzyme discovery: challenges to efficient screening publication-title: Curr. Opin. Biotechnol. – volume: 82 start-page: 364 year: 2003 end-page: 366 ident: CR21 article-title: Formation of dispersions using “flow focusing” in microchannels publication-title: Appl. Phys. Lett. – volume: 22 start-page: 375 year: 2002 end-page: 407 ident: CR34 article-title: Microbial β-glucosidases: cloning, properties and applications publication-title: Crit. Rev. Biotechnol. – volume: 84 start-page: 1510 year: 2012 end-page: 1516 ident: CR45 article-title: Self-regulated, droplet-based sample chopper for microfluidic absorbance detection publication-title: Anal. Chem. – volume: 109 start-page: 7665 year: 2012 end-page: 7670 ident: CR49 article-title: A programmable droplet-based microfluidic device applied to multiparameter analysis of single microbes and microbial communities publication-title: Proc. Natl. Acad. Sci. USA – volume: 75 start-page: 2506 year: 2011 end-page: 2516 ident: CR7 article-title: Isolation and characterization of metalloproteases with a novel domain structure by construction and screening of metagenomic libraries publication-title: Appl. Environ. Microbiol. – volume: 35 start-page: 7188 year: 2007 end-page: 7196 ident: CR51 article-title: SILVA: a comprehensive online resource for quality checked and aligned ribosomal RNA sequence data compatible with ARB publication-title: Nucleic Acids Res. – volume: 23 start-page: 9 year: 2012 end-page: 15 ident: CR6 article-title: Next generation sequencing and bioinformatic bottlenecks: the current state of metagenomic data analysis publication-title: Curr. Opin. Biotechnol. – volume: 77 start-page: 8050 year: 2005 end-page: 8056 ident: CR16 article-title: Single-cell microarray for analyzing cellular response publication-title: Anal. Chem. – volume: 333 start-page: 1296 year: 2011 end-page: 1300 ident: CR9 article-title: Potential for chemolithoautotrophy among ubiquitous bacteria lineages in the dark ocean publication-title: Science – volume: 67 start-page: 3389 year: 2010 end-page: 3405 ident: CR35 article-title: β-Glucosidases publication-title: Cell Mol. Life Sci. – volume: 14 start-page: 806 year: 2014 end-page: 813 ident: CR43 article-title: High-throughput screening for industrial enzyme production hosts by droplet microfluidics publication-title: Lab Chip – volume: 85 start-page: 4761 year: 2013 end-page: 4769 ident: CR46 article-title: A fully unsupervised compartment-on-demand platform for precise nanoliter assays of time-dependent steady-state enzyme kinetics and inhibition publication-title: Anal. Chem. – volume: 12 start-page: 1291 year: 2005 end-page: 1300 ident: CR19 article-title: High-throughput screening of enzyme libraries: evolution of a β-galactosidase by fluorescence-activated sorting of double emulsions publication-title: Chem. Biol. – volume: 531 start-page: 61 year: 2013 end-page: 90 ident: CR50 article-title: Optofluidic cell selection from complex microbial communities for single-genome analysis publication-title: Methods Enzymol. – volume: 47 start-page: 542 year: 2009 end-page: 548 ident: CR40 article-title: Characterization of a novel β-glucosidase-like activity from a soil metagenome publication-title: J. Microbiol. – volume: 34 start-page: 554 year: 2010 end-page: 587 ident: CR15 article-title: Functional single-cell analyses: flow cytometry and cell sorting of microbial populations and communities publication-title: FEMS Microbiol. Rev. – ident: CR26 – volume: 60 start-page: 641 year: 1996 end-page: 696 ident: CR14 article-title: Flow cytometry and cell sorting of heterogeneous microbial populations: the importance of single-cell analyses publication-title: Microbiol. Rev. – volume: 159 start-page: 314 year: 2011 end-page: 320 ident: CR22 article-title: Microfluidic active sorting of DNA molecules labeled with single quantum dots using flow switching by a hydrogel sol-gel transition publication-title: Sensor Actuat. B-Chem – volume: 63 start-page: 11 year: 2010 end-page: 16 ident: CR41 article-title: Identification of a metagenome-derived β-glucosidase from bioreactor contents publication-title: J. Mol. Catal. B Enzym. – volume: 8 start-page: 1110 year: 2008 end-page: 1115 ident: CR38 article-title: Drop-based microfluidic devices for encapsulation of single cells publication-title: Lab Chip – volume: 19 start-page: 455 year: 2012 end-page: 477 ident: CR27 article-title: SPAdes: a new genome assembly algorithm and its applications to single-cell sequencing publication-title: J. Comput. Biol. – volume: 38 start-page: 525 year: 2004 end-page: 552 ident: CR2 article-title: Metagenomics: genomic analysis of microbial communities publication-title: Annu. Rev. Genet. – volume: 16 start-page: 652 year: 1998 end-page: 656 ident: CR18 article-title: Man-made cell-like compartments for molecular evolution publication-title: Nat. Biotechnol. – volume: 104 start-page: 11889 year: 2007 end-page: 11894 ident: CR8 article-title: Dissecting biological “dark matter” with single-cell genetic analysis of rare and uncultivated TM7 microbes from the human mouth publication-title: Proc. Natl. Acad. Sci. USA – volume: 21 start-page: 1722 year: 2014 end-page: 1732 ident: CR31 article-title: Droplet-based microfluidics platform for ultra-high-throughput bioprospecting of cellulolytic microorganisms publication-title: Chem. Biol. – volume: 288 start-page: 18325 year: 2013 end-page: 18334 ident: CR42 article-title: Characterization of a novel β-glucosidase from a compost microbial metagenome with strong transglycosylation activity publication-title: J. Biol. Chem. – volume: 99 start-page: 5261 year: 2002 end-page: 5266 ident: CR24 article-title: Comprehensive human genome amplification using multiple displacement amplification publication-title: Proc. Natl. Acad. Sci. USA – volume: 247 start-page: 268 year: 1997 end-page: 271 ident: CR37 article-title: A flow cytometric assay for lysosomal glucocerebrosidase publication-title: Anal. Biochem. – volume: 11 start-page: 167 year: 1993 end-page: 177 ident: CR36 article-title: An study of beta-glucosidase activity in normal and Gaucher fibroblasts with fluorogenic probes publication-title: Cell Biochem. Funct. – volume: 506 start-page: 58 year: 2014 end-page: 62 ident: CR13 article-title: An environmental bacterial taxon with a large and distinct metabolic repertoire publication-title: Nature – volume: 107 start-page: 4004 year: 2010 end-page: 4009 ident: CR20 article-title: Ultrahigh-throughput screening in drop-based microfluidics for directed evolution publication-title: Proc. Natl. Acad. Sci. USA – volume: 6 start-page: 1186 year: 2012 end-page: 1199 ident: CR10 article-title: Genomic insights to SAR86, an abundant and uncultivated marine bacterial lineage publication-title: ISME J. – volume: 138 start-page: 6331 year: 2013 end-page: 6336 ident: CR47 article-title: Analysis of intracellular enzyme activity by surface enhanced Raman scattering publication-title: Analyst – volume: 499 start-page: 431 year: 2013 end-page: 437 ident: CR12 article-title: Insights into the phylogeny and coding potential of microbial dark matter publication-title: Nature – volume: 12 start-page: 2146 year: 2012 end-page: 2155 ident: CR30 article-title: Droplet microfluidics for high-throughput biological assays publication-title: Lab Chip – volume: 16 start-page: 109 year: 2012 end-page: 116 ident: CR3 article-title: Biocatalysts and small molecule products from metagenomic studies publication-title: Curr. Opin. Chem. Biol. – volume: 9 start-page: e105585 year: 2014 ident: CR33 article-title: A quantitative comparison of single-cell whole genome amplification methods publication-title: PLoS ONE – volume: 37 start-page: 407 year: 2013 end-page: 427 ident: CR32 article-title: The future is now: single-cell genomics of bacteria and archaea publication-title: FEMS Microbiol. Rev. – volume: 19 start-page: 1001 year: 2012 end-page: 1009 ident: CR44 article-title: Picoliter cell lysate assays in microfluidic droplet compartments for directed enzyme evolution publication-title: Chem. Biol. – volume: 23 start-page: 8010 year: 2007 end-page: 8014 ident: CR23 article-title: Screening of the effect of surface energy of microchannels on microfluidic emulsification publication-title: Langmuir – volume: 17 start-page: 905 year: 2007 end-page: 912 ident: CR39 article-title: Screening and characterization of an enzyme with β-glucosidase activity from environmental DNA publication-title: J. Microbiol. Biotechnol – volume: 37 start-page: 407 year: 2013 ident: BFsrep22259_CR32 publication-title: FEMS Microbiol. Rev. doi: 10.1111/1574-6976.12015 – volume: 499 start-page: 431 year: 2013 ident: BFsrep22259_CR12 publication-title: Nature doi: 10.1038/nature12352 – volume: 67 start-page: 3389 year: 2010 ident: BFsrep22259_CR35 publication-title: Cell Mol. Life Sci. doi: 10.1007/s00018-010-0399-2 – volume: 82 start-page: 364 year: 2003 ident: BFsrep22259_CR21 publication-title: Appl. Phys. Lett. doi: 10.1063/1.1537519 – volume: 34 start-page: 554 year: 2010 ident: BFsrep22259_CR15 publication-title: FEMS Microbiol. Rev. doi: 10.1111/j.1574-6976.2010.00214.x – volume: 159 start-page: 314 year: 2011 ident: BFsrep22259_CR22 publication-title: Sensor Actuat. B-Chem doi: 10.1016/j.snb.2011.06.043 – volume: 3 start-page: 510 year: 2005 ident: BFsrep22259_CR4 publication-title: Nat. Rev. Microbiol. doi: 10.1038/nrmicro1161 – volume: 77 start-page: 8050 year: 2005 ident: BFsrep22259_CR16 publication-title: Anal. Chem. doi: 10.1021/ac0515632 – ident: BFsrep22259_CR26 – volume: 84 start-page: 1510 year: 2012 ident: BFsrep22259_CR45 publication-title: Anal. Chem. doi: 10.1021/ac202791d – volume: 23 start-page: 9 year: 2012 ident: BFsrep22259_CR6 publication-title: Curr. Opin. Biotechnol. doi: 10.1016/j.copbio.2011.11.013 – volume: 107 start-page: 4004 year: 2010 ident: BFsrep22259_CR20 publication-title: Proc. Natl. Acad. Sci. USA doi: 10.1073/pnas.0910781107 – volume: 38 start-page: 525 year: 2004 ident: BFsrep22259_CR2 publication-title: Annu. Rev. Genet. doi: 10.1146/annurev.genet.38.072902.091216 – volume: 247 start-page: 268 year: 1997 ident: BFsrep22259_CR37 publication-title: Anal. Biochem. doi: 10.1006/abio.1997.2090 – volume: 75 start-page: 2506 year: 2011 ident: BFsrep22259_CR7 publication-title: Appl. Environ. Microbiol. doi: 10.1128/AEM.02136-08 – volume: 9 start-page: e105585 year: 2014 ident: BFsrep22259_CR33 publication-title: PLoS ONE doi: 10.1371/journal.pone.0105585 – volume: 63 start-page: 11 year: 2010 ident: BFsrep22259_CR41 publication-title: J. Mol. Catal. B Enzym. doi: 10.1016/j.molcatb.2009.11.009 – volume: 333 start-page: 1296 year: 2011 ident: BFsrep22259_CR9 publication-title: Science doi: 10.1126/science.1203690 – volume: 506 start-page: 58 year: 2014 ident: BFsrep22259_CR13 publication-title: Nature doi: 10.1038/nature12959 – volume: 288 start-page: 18325 year: 2013 ident: BFsrep22259_CR42 publication-title: J. Biol. Chem. doi: 10.1074/jbc.M113.471342 – volume: 19 start-page: 455 year: 2012 ident: BFsrep22259_CR27 publication-title: J. Comput. Biol. doi: 10.1089/cmb.2012.0021 – volume: 19 start-page: 1001 year: 2012 ident: BFsrep22259_CR44 publication-title: Chem. Biol. doi: 10.1016/j.chembiol.2012.06.009 – volume: 21 start-page: 1722 year: 2014 ident: BFsrep22259_CR31 publication-title: Chem. Biol. doi: 10.1016/j.chembiol.2014.10.020 – volume: 81 start-page: 5840 year: 2009 ident: BFsrep22259_CR48 publication-title: Anal. Chem. doi: 10.1021/ac900811y – volume: 110 start-page: E2390 year: 2013 ident: BFsrep22259_CR11 publication-title: Proc. Natl. Acad. Sci. USA doi: 10.1073/pnas.1219809110 – volume: 22 start-page: 375 year: 2002 ident: BFsrep22259_CR34 publication-title: Crit. Rev. Biotechnol. doi: 10.1080/07388550290789568 – volume: 16 start-page: 652 year: 1998 ident: BFsrep22259_CR18 publication-title: Nat. Biotechnol. doi: 10.1038/nbt0798-652 – volume: 6 start-page: 1186 year: 2012 ident: BFsrep22259_CR10 publication-title: ISME J. doi: 10.1038/ismej.2011.189 – volume: 109 start-page: 7665 year: 2012 ident: BFsrep22259_CR49 publication-title: Proc. Natl. Acad. Sci. USA doi: 10.1073/pnas.1106752109 – volume: 12 start-page: 2146 year: 2012 ident: BFsrep22259_CR30 publication-title: Lab Chip doi: 10.1039/c2lc21147e – volume: 85 start-page: 4761 year: 2013 ident: BFsrep22259_CR46 publication-title: Anal. Chem. doi: 10.1021/ac400480z – volume: 42 start-page: D490 year: 2014 ident: BFsrep22259_CR28 publication-title: Nucleic Acids Res. doi: 10.1093/nar/gkt1178 – volume: 531 start-page: 61 year: 2013 ident: BFsrep22259_CR50 publication-title: Methods Enzymol. doi: 10.1016/B978-0-12-407863-5.00004-6 – volume: 3 start-page: 1191 year: 2013 ident: BFsrep22259_CR17 publication-title: Sci. Rep doi: 10.1038/srep01191 – volume: 23 start-page: 8010 year: 2007 ident: BFsrep22259_CR23 publication-title: Langmuir doi: 10.1021/la7005875 – volume: 105 start-page: 15.13.1 year: 2014 ident: BFsrep22259_CR25 publication-title: Curr. Protoc. Mol. Biol. doi: 10.1002/0471142727.mb1513s105 – volume: 49 start-page: 5846 year: 2010 ident: BFsrep22259_CR29 publication-title: Angew Chem. Int. Ed. Engl. doi: 10.1002/anie.200906653 – volume: 20 start-page: 616 year: 2009 ident: BFsrep22259_CR5 publication-title: Curr. Opin. Biotechnol. doi: 10.1016/j.copbio.2009.09.010 – volume: 8 start-page: 1110 year: 2008 ident: BFsrep22259_CR38 publication-title: Lab Chip doi: 10.1039/b802941e – volume: 17 start-page: 905 year: 2007 ident: BFsrep22259_CR39 publication-title: J. Microbiol. Biotechnol – volume: 11 start-page: 167 year: 1993 ident: BFsrep22259_CR36 publication-title: Cell Biochem. Funct. doi: 10.1002/cbf.290110304 – volume: 16 start-page: 109 year: 2012 ident: BFsrep22259_CR3 publication-title: Curr. Opin. Chem. Biol. doi: 10.1016/j.cbpa.2012.02.015 – volume: 99 start-page: 5261 year: 2002 ident: BFsrep22259_CR24 publication-title: Proc. Natl. Acad. Sci. USA doi: 10.1073/pnas.082089499 – volume: 60 start-page: 641 year: 1996 ident: BFsrep22259_CR14 publication-title: Microbiol. Rev. doi: 10.1128/mr.60.4.641-696.1996 – volume: 104 start-page: 11889 year: 2007 ident: BFsrep22259_CR8 publication-title: Proc. Natl. Acad. Sci. USA doi: 10.1073/pnas.0704662104 – volume: 14 start-page: 806 year: 2014 ident: BFsrep22259_CR43 publication-title: Lab Chip doi: 10.1039/C3LC51202A – volume: 35 start-page: 7188 year: 2007 ident: BFsrep22259_CR51 publication-title: Nucleic Acids Res. doi: 10.1093/nar/gkm864 – volume: 15 start-page: 224 year: 2011 ident: BFsrep22259_CR1 publication-title: Org. Process. Res. Dev. doi: 10.1021/op100302x – volume: 47 start-page: 542 year: 2009 ident: BFsrep22259_CR40 publication-title: J. Microbiol. doi: 10.1007/s12275-009-0024-y – volume: 138 start-page: 6331 year: 2013 ident: BFsrep22259_CR47 publication-title: Analyst doi: 10.1039/c3an00729d – volume: 12 start-page: 1291 year: 2005 ident: BFsrep22259_CR19 publication-title: Chem. Biol. doi: 10.1016/j.chembiol.2005.09.016 – reference: 15568985 - Annu Rev Genet. 2004;38:525-52 – reference: 17620602 - Proc Natl Acad Sci U S A. 2007 Jul 17;104(29):11889-94 – reference: 20142500 - Proc Natl Acad Sci U S A. 2010 Mar 2;107(9):4004-9 – reference: 8987359 - Microbiol Rev. 1996 Dec;60(4):641-96 – reference: 24060116 - Methods Enzymol. 2013;531:61-90 – reference: 22455793 - Curr Opin Chem Biol. 2012 Apr;16(1-2):109-16 – reference: 16351155 - Anal Chem. 2005 Dec 15;77(24):8050-6 – reference: 20337722 - FEMS Microbiol Rev. 2010 Jul;34(4):554-87 – reference: 20572214 - Angew Chem Int Ed Engl. 2010 Aug 9;49(34):5846-68 – reference: 22170421 - ISME J. 2012 Jun;6(6):1186-99 – reference: 22506599 - J Comput Biol. 2012 May;19(5):455-77 – reference: 23754396 - Proc Natl Acad Sci U S A. 2013 Jun 25;110(26):E2390-9 – reference: 20490603 - Cell Mol Life Sci. 2010 Oct;67(20):3389-405 – reference: 24270786 - Nucleic Acids Res. 2014 Jan;42(Database issue):D490-5 – reference: 23661705 - J Biol Chem. 2013 Jun 21;288(25):18325-34 – reference: 22921067 - Chem Biol. 2012 Aug 24;19(8):1001-9 – reference: 24476823 - Nature. 2014 Feb 6;506(7486):58-62 – reference: 23378922 - Sci Rep. 2013;3:1191 – reference: 23298390 - FEMS Microbiol Rev. 2013 May;37(3):407-27 – reference: 19218412 - Appl Environ Microbiol. 2009 Apr;75(8):2506-16 – reference: 24003438 - Analyst. 2013 Nov 7;138(21):6331-6 – reference: 24510438 - Curr Protoc Mol Biol. 2014;105:Unit 15.13. – reference: 19851726 - J Microbiol. 2009 Oct;47(5):542-8 – reference: 9177687 - Anal Biochem. 1997 May 1;247(2):268-71 – reference: 17947321 - Nucleic Acids Res. 2007;35(21):7188-96 – reference: 22547789 - Proc Natl Acad Sci U S A. 2012 May 15;109(20):7665-70 – reference: 17583921 - Langmuir. 2007 Jul 17;23(15):8010-4 – reference: 19518139 - Anal Chem. 2009 Jul 15;81(14):5840-5 – reference: 22154470 - Curr Opin Biotechnol. 2012 Feb;23(1):9-15 – reference: 11959976 - Proc Natl Acad Sci U S A. 2002 Apr 16;99(8):5261-6 – reference: 22318506 - Lab Chip. 2012 Jun 21;12(12):2146-55 – reference: 23851394 - Nature. 2013 Jul 25;499(7459):431-7 – reference: 23614771 - Anal Chem. 2013 May 7;85(9):4761-9 – reference: 12487426 - Crit Rev Biotechnol. 2002;22(4):375-407 – reference: 8403230 - Cell Biochem Funct. 1993 Sep;11(3):167-77 – reference: 18050907 - J Microbiol Biotechnol. 2007 Jun;17(6):905-12 – reference: 25525991 - Chem Biol. 2014 Dec 18;21(12):1722-32 – reference: 15931168 - Nat Rev Microbiol. 2005 Jun;3(6):510-6 – reference: 18584086 - Lab Chip. 2008 Jul;8(7):1110-5 – reference: 24366236 - Lab Chip. 2014 Feb 21;14(4):806-13 – reference: 22191400 - Anal Chem. 2012 Feb 7;84(3):1510-6 – reference: 19850467 - Curr Opin Biotechnol. 2009 Dec;20(6):616-22 – reference: 9661199 - Nat Biotechnol. 1998 Jul;16(7):652-6 – reference: 21885783 - Science. 2011 Sep 2;333(6047):1296-300 – reference: 16356846 - Chem Biol. 2005 Dec;12(12):1291-300 – reference: 25136831 - PLoS One. 2014;9(8):e105585 |
SSID | ssj0000529419 |
Score | 2.2983341 |
Snippet | Environmental microbes are a great source of industrially valuable enzymes with potent and unique catalytic activities. Unfortunately, the majority of microbes... |
SourceID | pubmedcentral proquest pubmed crossref springer |
SourceType | Open Access Repository Aggregation Database Index Database Enrichment Source Publisher |
StartPage | 22259 |
SubjectTerms | 14/34 14/63 38/23 631/1647/2217/2220 631/1647/2234 Bacteria - classification Bacteria - cytology Bacteria - genetics Bacterial Proteins - genetics Bacterial Proteins - metabolism Bacteriological Techniques beta-Glucosidase - genetics beta-Glucosidase - metabolism Cell culture Enzymatic activity Enzymes Fluorescent Dyes - metabolism Genetic resources Genomes Humanities and Social Sciences Kinetics Microscopy, Fluorescence multidisciplinary Oils - chemistry Reproducibility of Results RNA, Ribosomal, 16S - genetics Science Seawater - microbiology Sequence Analysis, DNA - methods Single-Cell Analysis - instrumentation Single-Cell Analysis - methods Water - chemistry Water Microbiology - standards |
SummonAdditionalLinks | – databaseName: Health & Medical Collection dbid: 7X7 link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV3dT9RAEJ8gxMQXo6BSQLOKD75suLb7cX0yxkiICT5Jcm9N96PY5GjPo4Qcfw9_KDPttnBgfN5Jd7PzPTv9DcDn0iY2jb3hsbIpF45UyhQK1Z3A1-OJzQzVO05_qZMz8XMmZ6HgdhnaKgeb2Blq11iqkR_FmBigv5oq9XXxl9PUKHpdDSM0nsEWQZeRVOuZHmss9Iol4mwAFEqnR-h2FpThZOtu6Els-bRF8tE7aed-jl_ByxA3sm89o1_Dhq-34Xk_SXK1A7c9NKbn1TjWtmX9dGiGYSmrXOgK6hjBmpJdVB0EE37T1zerC88J0ZIcGTsn88fMitE_DzRagpOrc4yqCnPPqdTPQgc2kVPn_Dkr2DVGrUvcnzfVvP-6W1J3essW86Kl2PgNnB3_-P39hIcBDNzKiWi5l4nOCln6iXIi06bAZK00dNPSJNKkxA0hXWwKLQtvvcZ0IxVqOkmsdta69C1s1k3td4EJraXH5E5nGA8oNCQE-iNNab0VaBZMBF8GfuQ2oJPTkIx53r2Sp9N8ZF0En0bSRQ_J8S-ig4GpedDKy_xehiL4OC6jPtHNFbVvrpAG8y8pNWaJEbzrZWDcJVFZjBYOV_SadIwEhNW9vlJXfzrMbqEJ-C2J4HCQowfHenz4vf8ffh9eYNjW9Y4n6gA22-WVf4-hUWs-dPJ_B7NBFNk priority: 102 providerName: ProQuest – databaseName: Springer Nature HAS Fully OA dbid: AAJSJ link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1LT9wwEB4Bq0pcEH0SSpFpe-jF6ibxIzmuUBFaqVzoStyi2HFopN3sagmqtr-HH9qZxEm70ANnT-yRPU978g3A59JGNg6d4aGyMRcFqZTJFao7ga-HY5sauu_4fqUuZ2J6I288WPSdL6vsIC1bM91Xh31Ff7Gi1CTdhREhtKNIjyaT6fV0uFChJysRpj16UJz8_Wbb5zwJJJ_WQz56FG19zcUhHPggkU06tl7CjqtfwYuubeTmNTx0OJiOV0MP24Z1raAZxqCsKnwJULvrbFmyRdXiLeGcrv69WThO8JXktdgt2TpmNox-cKA-Epz8WsHoCmHuON3rM19uTeRUJn_LcvYLQ9Q1rs-X1bybvVhTKXrDVvO8oUD4Dcwuvv04v-S-2wK3ciwa7mSk01yWbqwKkWqTY2ZWGkKEkyaSJk4SpYQsQpNrmTvrNOYWsVDJOLK6sLaI38JevazdETChtXSYyekUnb9Cq0EIP9KU1lmBNsAE8KU_j8x6KHLqiDHP2ifxOMmGowvg40C66vA3_kd00h9q5lXwLgsxk8QAB7kO4GwYRuWhnctrt7xHGky2pNSYEgbwrpOBYZVIpSGaMxzRW9IxEBAw9_ZIXf1sAbqFJpS3KIBPvRz9w9Zj5o-fRfUe9jFUa-vFI3UCe8363n3AcKgxp14R_gAGXxEa priority: 102 providerName: Springer Nature |
Title | Culture-independent method for identification of microbial enzyme-encoding genes by activity-based single-cell sequencing using a water-in-oil microdroplet platform |
URI | https://link.springer.com/article/10.1038/srep22259 https://www.ncbi.nlm.nih.gov/pubmed/26915788 https://www.proquest.com/docview/1899008866 https://www.proquest.com/docview/1768557148 https://pubmed.ncbi.nlm.nih.gov/PMC4768102 |
Volume | 6 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1Lb9QwEB71ISQuiDeBsjKPAxfDJvEjOSC0rFpVK7VCwEp7i2LHaSOl2WVJBcvv4Ycyk5e6bQ-cIsWTxPJ4PN_Yk28A3uY2sKHvDPeVDbnIyKRMqtDciXzdH9vY0H7Hyak6novZQi52oK-x2Q3gz1tDO6onNV-X73__2HxCg__Y_jIefUBfsqKwJd6FfXRImgoZnHQov6X4DmLhxz2v0NUntr3RDYh5M1Py2nFp44WO7sO9Dj6ySavvB7Djqodwpy0ouXkEf1uGTMeLobptzdoi0QzRKSuyLjmo0Qdb5uyiaJiY8J2u-rO5cJyILcmfsTNaBZnZMPr1gSpMcPJ4GaPNhdJx2vFnXSI2iVMC_RlL2S8Er2v8Pl8WZfv2bE1J6jVblWlNEPkxzI8Ov0-PeVeHgVs5FjV3MtBxKnM3VpmItUkxZssNccVJE0gTRpFSQma-SbVMnXUao45QqGgcWJ1Zm4VPYK9aVu4ZMKG1dBjj6RhhgcL1hLh_pMmtswJXB-PBu14fie1IyqlWRpk0h-VhlAyq8-D1ILpqmTluEzrolZr0cyvxMcZE6IO99uDV0IxmRSOXVm55iTIYhkmpMVj04Gk7B4avBCr2caHDFr01OwYBouzebqmK84a6W2jifws8eNPPoyvdut755_8l9QLuIohrMskDdQB79frSvUSgVJsR7OqFHsH-ZDL7NsPr58PTL1_x7lRNR83mw6gxlH_F_x88 |
linkProvider | Scholars Portal |
linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9QwEB6VIgQXVF5toIB5SVys5uHH5oAQAqotfZxaaW8hdpw20jZZtqmq5fdw5jd2Ji_YFnHr2SPbyrw9k28A3uY2tFHgDA-UjbjISKVMqlDdCXw98G1s6L1j_0CNj8S3iZyswO_-Xxhqq-xtYmOos8rSG_lWgIkB-quRUh9nPzhNjaLqaj9CoxWLXbe4wJTt7MPOF-TvuzDc_nr4ecy7qQLcSl_U3MlQx6nMna8yEWuTYgaSG0I-kyaUJqIjhMwCk2qZOus0xtCRUCM_tDqzNotw31twGx2vT8menujhTYeqZiKIewCjaLSFbm5GGVW87PauxbLXWzKv1GUbd7e9Bve7OJV9agXrAay48iHcaSdXLh7BrxaK0_FiGKNbs3YaNcMwmBVZ14XUMJ5VOTstGsgn3NOVPxenjhOCJjlOdkzmlpkFo38saJQFJ9eaMXrFmDpOpQXWdXwTOXXqH7OUXWCUPMfzeVVM292zOXXD12w2TWuKxR_D0Y2w5gmsllXpNoAJraXDZFLHGH8oNFwEMiRNbp0VaIaMB-97fiS2Q0OnoRzTpKnKR6NkYJ0HrwfSWQsB8i-izZ6pSWcFzpI_MuvBq2EZ9Ze-XFq66hxpMN-TUmNW6sF6KwPDKaGKA7SouKKXpGMgIGzw5ZWyOGkwwoUmoLnQgze9HP11rauXf_r_y7-Eu-PD_b1kb-dg9xncw5Cx6VsP1Sas1vNz9xzDstq8aHSBwfebVr5LbkVRLA |
linkToPdf | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9QwEB6VrUBcEG8CBcxL4mLtJvFjc0AIaFcthVWFqNRbGjtOibRNlm2qavk9_Ap-HTN5wbaIW88e2Vbm7Zl8A_Ays4ENfWe4r2zIRUoqZRKF6k7g6_7IRobeOz5P1fa--HggD9bgV_cvDLVVdjaxNtRpaemNfOhjYoD-aqzUMGvbIvY2J2_n3zlNkKJKazdOoxGRXbc8w_Tt5M3OJvL6VRBMtr5-2ObthAFu5UhU3MlAR4nM3EilItImwWwkM4SCJk0gTUjHCZn6JtEycdZpjKdDocajwOrU2jTEfa_AuqasaADr77eme1_6Fx6qoQk_6uCMwvEQnd6c8qto1QleiGwvNmieq9LWzm9yE260USt714jZLVhzxW242syxXN6Bnw0wp-N5P1S3Ys1saoZBMcvTtiepFgNWZuw4rwGgcE9X_FgeO054muRG2REZX2aWjP64oMEWnBxtyuhNY-Y4FRpY2_9N5NS3f8QSdoYx8wLP52U-a3ZPF9QbX7H5LKkoMr8L-5fCnHswKMrCPQAmtJYOU0sdYTSi0IwR5JA0mXVWoFEyHrzu-BHbFhudRnTM4rpGH47jnnUePO9J5w0gyL-INjqmxq1NOIn_SLAHz_pl1Gb6cknhylOkwexPSo05qgf3GxnoTwlU5KN9xRW9Ih09ASGFr64U-bcaMVxogp0LPHjRydFf1zp_-Yf_v_xTuIaKF3_ame4-gusYP9ZN7IHagEG1OHWPMUarzJNWGRgcXrb-_QZwW1bH |
openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Culture-independent+method+for+identification+of+microbial+enzyme-encoding+genes+by+activity-based+single-cell+sequencing+using+a+water-in-oil+microdroplet+platform&rft.jtitle=Scientific+reports&rft.au=Nakamura%2C+Kazuki&rft.au=Iizuka%2C+Ryo&rft.au=Nishi%2C+Shinro&rft.au=Yoshida%2C+Takao&rft.date=2016-02-26&rft.pub=Nature+Publishing+Group+UK&rft.eissn=2045-2322&rft.volume=6&rft.issue=1&rft_id=info:doi/10.1038%2Fsrep22259&rft.externalDocID=10_1038_srep22259 |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2045-2322&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2045-2322&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2045-2322&client=summon |