Thermodynamics and H2 Transfer in a Methanogenic, Syntrophic Community

Microorganisms in nature do not exist in isolation but rather interact with other species in their environment. Some microbes interact via syntrophic associations, in which the metabolic by-products of one species serve as nutrients for another. These associations sustain a variety of natural commun...

Full description

Saved in:
Bibliographic Details
Published inPLoS computational biology Vol. 11; no. 7; p. e1004364
Main Authors Hamilton, Joshua J, Calixto Contreras, Montserrat, Reed, Jennifer L
Format Journal Article
LanguageEnglish
Published United States Public Library of Science 01.07.2015
Public Library of Science (PLoS)
Subjects
Online AccessGet full text

Cover

Loading…
Abstract Microorganisms in nature do not exist in isolation but rather interact with other species in their environment. Some microbes interact via syntrophic associations, in which the metabolic by-products of one species serve as nutrients for another. These associations sustain a variety of natural communities, including those involved in methanogenesis. In anaerobic syntrophic communities, energy is transferred from one species to another, either through direct contact and exchange of electrons, or through small molecule diffusion. Thermodynamics plays an important role in governing these interactions, as the oxidation reactions carried out by the first community member are only possible because degradation products are consumed by the second community member. This work presents the development and analysis of genome-scale network reconstructions of the bacterium Syntrophobacter fumaroxidans and the methanogenic archaeon Methanospirillum hungatei. The models were used to verify proposed mechanisms of ATP production within each species. We then identified additional constraints and the cellular objective function required to match experimental observations. The thermodynamic S. fumaroxidans model could not explain why S. fumaroxidans does not produce H2 in monoculture, indicating that current methods might not adequately estimate the thermodynamics, or that other cellular processes (e.g., regulation) play a role. We also developed a thermodynamic coculture model of the association between the organisms. The coculture model correctly predicted the exchange of both H2 and formate between the two species and suggested conditions under which H2 and formate produced by S. fumaroxidans would be fully consumed by M. hungatei.
AbstractList Microorganisms in nature do not exist in isolation but rather interact with other species in their environment. Some microbes interact via syntrophic associations, in which the metabolic by-products of one species serve as nutrients for another. These associations sustain a variety of natural communities, including those involved in methanogenesis. In anaerobic syntrophic communities, energy is transferred from one species to another, either through direct contact and exchange of electrons, or through small molecule diffusion. Thermodynamics plays an important role in governing these interactions, as the oxidation reactions carried out by the first community member are only possible because degradation products are consumed by the second community member. This work presents the development and analysis of genome-scale network reconstructions of the bacterium Syntrophobacter fumaroxidans and the methanogenic archaeon Methanospirillum hungatei . The models were used to verify proposed mechanisms of ATP production within each species. We then identified additional constraints and the cellular objective function required to match experimental observations. The thermodynamic S . fumaroxidans model could not explain why S . fumaroxidans does not produce H 2 in monoculture, indicating that current methods might not adequately estimate the thermodynamics, or that other cellular processes (e.g., regulation) play a role. We also developed a thermodynamic coculture model of the association between the organisms. The coculture model correctly predicted the exchange of both H 2 and formate between the two species and suggested conditions under which H 2 and formate produced by S . fumaroxidans would be fully consumed by M . hungatei . Natural and engineered microbial communities can contain up to hundreds of interacting microbes. These interactions may be positive, negative, or neutral, as well as obligate or facultative. Syntrophy is an obligate, positive interaction, in which one species lives off the metabolic by-products of another. Syntrophic associations play an important role in sustaining a variety of natural communities, including those involved in the breakdown and conversion of short-chain fatty acids (e.g., propionate) to methane. In many syntrophic communities, electrons are transferred from one species to the other through small molecule diffusion. In this work, we expand the study of a two-member syntrophic, methanogenic community through the development and analysis of computational models for both species: the bacterium Syntrophobacter fumaroxidans and the methanogenic archaeon Methanospirillum hungatei . These models were used to analyze energy conservation mechanisms within each species, as well as small molecule exchange between the two organisms in coculture. The coculture model correctly predicted the exchange of both H 2 and formate between the two species and suggested conditions under which these molecules would be fully metabolized within the community.
Microorganisms in nature do not exist in isolation but rather interact with other species in their environment. Some microbes interact via syntrophic associations, in which the metabolic by-products of one species serve as nutrients for another. These associations sustain a variety of natural communities, including those involved in methanogenesis. In anaerobic syntrophic communities, energy is transferred from one species to another, either through direct contact and exchange of electrons, or through small molecule diffusion. Thermodynamics plays an important role in governing these interactions, as the oxidation reactions carried out by the first community member are only possible because degradation products are consumed by the second community member. This work presents the development and analysis of genome-scale network reconstructions of the bacterium Syntrophobacter fumaroxidans and the methanogenic archaeon Methanospirillum hungatei. The models were used to verify proposed mechanisms of ATP production within each species. We then identified additional constraints and the cellular objective function required to match experimental observations. The thermodynamic S. fumaroxidans model could not explain why S. fumaroxidans does not produce H2 in monoculture, indicating that current methods might not adequately estimate the thermodynamics, or that other cellular processes (e.g., regulation) play a role. We also developed a thermodynamic coculture model of the association between the organisms. The coculture model correctly predicted the exchange of both H2 and formate between the two species and suggested conditions under which H2 and formate produced by S. fumaroxidans would be fully consumed by M. hungatei.
Author Calixto Contreras, Montserrat
Reed, Jennifer L
Hamilton, Joshua J
AuthorAffiliation Department of Chemical and Biological Engineering, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
The Pennsylvania State University, UNITED STATES
AuthorAffiliation_xml – name: The Pennsylvania State University, UNITED STATES
– name: Department of Chemical and Biological Engineering, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
Author_xml – sequence: 1
  givenname: Joshua J
  surname: Hamilton
  fullname: Hamilton, Joshua J
  organization: Department of Chemical and Biological Engineering, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
– sequence: 2
  givenname: Montserrat
  surname: Calixto Contreras
  fullname: Calixto Contreras, Montserrat
  organization: Department of Chemical and Biological Engineering, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
– sequence: 3
  givenname: Jennifer L
  surname: Reed
  fullname: Reed, Jennifer L
  organization: Department of Chemical and Biological Engineering, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
BackLink https://www.ncbi.nlm.nih.gov/pubmed/26147299$$D View this record in MEDLINE/PubMed
BookMark eNpVkU1vEzEQhi1URD_gHyC0Rw4k-Gu93gsSiiitVMSBcLbG9mziaNcO9m6l_Hs2JFTtySP7nWfGeq7JRUwRCXnP6JKJhn3epSlH6Jd7Z8OSUSqFkq_IFatrsWhErS-e1ZfkupQdpXPZqjfkkismG962V-R2vcU8JH-IMARXKoi-uuPVOkMsHeYqxAqqHzhuIaYNxuA-Vb8Occxpvw2uWqVhmGIYD2_J6w76gu_O5w35ffttvbpbPPz8fr_6-rBwQrdyoby3lrcKnPC29r7Tmneaa-RUMuyE4II3HQjZUlCsYVAr4ZxSwipU3DFxQ-5PXJ9gZ_Y5DJAPJkEw_y5S3hjIY3A9GsstpZZz7BTIBhxoKzWVWiBKDlbNrC8n1n6yA3qH87egfwF9-RLD1mzSo5E1beummQEfz4Cc_kxYRjOE4rDvIWKaimGqla0SWh6j8hR1OZWSsXsaw6g56jRnneao05x1zm0fnq_41PTfn_gLkCGhfw
CitedBy_id crossref_primary_10_1016_j_watres_2021_117270
crossref_primary_10_1021_acs_biochem_8b01006
crossref_primary_10_1016_j_mib_2023_102363
crossref_primary_10_1016_j_wasman_2019_02_021
crossref_primary_10_1155_2017_9763848
crossref_primary_10_1016_j_isci_2023_108016
crossref_primary_10_1128_mSystems_00814_20
crossref_primary_10_3389_fbioe_2020_00574
crossref_primary_10_1007_s00248_022_01981_2
crossref_primary_10_1371_journal_pcbi_1006759
crossref_primary_10_1039_C6MB00532B
crossref_primary_10_1007_s43393_024_00286_4
crossref_primary_10_1111_1751_7915_12855
crossref_primary_10_1021_acs_est_0c01732
crossref_primary_10_3389_fmicb_2019_00166
crossref_primary_10_1007_s12257_024_00128_z
crossref_primary_10_1371_journal_pcbi_1006541
crossref_primary_10_1016_j_jhazmat_2023_131314
crossref_primary_10_1371_journal_pcbi_1009093
crossref_primary_10_3389_fmicb_2019_01095
crossref_primary_10_1016_j_watres_2021_117608
Cites_doi 10.1038/msb.2010.66
10.4161/gmic.22370
10.1099/00221287-144-9-2377
10.1111/j.1758-2229.2010.00147.x
10.1111/j.1574-6968.1993.tb06297.x
10.1128/AEM.66.7.2934-2942.2000
10.1038/nbt.1711
10.1038/msb.2010.68
10.1038/nrmicro2166
10.1016/j.copbio.2009.10.001
10.1128/JB.06040-11
10.4056/sigs.2996379
10.1016/j.biotechadv.2011.07.021
10.1371/journal.pcbi.1002980
10.1038/nrmicro2456
10.1371/journal.pcbi.1003098
10.1016/j.ymben.2012.09.005
10.1016/S1075-9964(95)80405-6
10.1016/j.bpj.2013.06.011
10.1038/nbt.1614
10.1128/AEM.68.9.4247-4252.2002
10.1371/journal.pcbi.1001002
10.1196/annals.1419.019
10.1111/j.1574-6976.1999.tb00390.x
10.1128/AEM.60.8.2834-2838.1994
10.1023/A:1020539323190
10.1038/nprot.2011.308
10.1038/srep02532
10.1038/msb.2010.47
10.1016/S0006-3495(02)75150-3
10.1038/ncomms1597
10.1038/msb4100131
10.1099/mic.0.043927-0
10.1038/msb.2013.18
10.1007/BF00874137
10.1371/journal.pcbi.1002363
10.1038/ncomms3809
10.1021/sb4001307
10.1128/AEM.59.4.1114-1119.1993
10.1023/A:1020579004534
10.1007/s10539-012-9357-8
10.1146/annurev-micro-090110-102844
10.1046/j.1432-1033.2003.03357.x
10.1111/j.1742-4658.2007.05925.x
10.1099/00207713-48-4-1383
10.1128/JB.156.1.316-326.1983
10.1529/biophysj.106.093138
10.1038/nrmicro2737
10.1128/.61.2.262-280.1997
10.1038/msb.2009.77
10.1196/annals.1419.005
10.1038/msb4100074
10.1038/srep07022
10.1111/j.1462-2920.2006.00989.x
10.1046/j.1432-1327.1999.00692.x
10.1038/nrmicro1931
10.1093/nar/28.1.27
10.1371/journal.pone.0064567
10.1016/j.bpj.2010.12.3707
10.1007/BF00244962
ContentType Journal Article
Copyright 2015 Hamilton et al 2015 Hamilton et al
Copyright_xml – notice: 2015 Hamilton et al 2015 Hamilton et al
DBID CGR
CUY
CVF
ECM
EIF
NPM
AAYXX
CITATION
7X8
5PM
DOA
DOI 10.1371/journal.pcbi.1004364
DatabaseName Medline
MEDLINE
MEDLINE (Ovid)
MEDLINE
MEDLINE
PubMed
CrossRef
MEDLINE - Academic
PubMed Central (Full Participant titles)
Open Access: DOAJ - Directory of Open Access Journals
DatabaseTitle MEDLINE
Medline Complete
MEDLINE with Full Text
PubMed
MEDLINE (Ovid)
CrossRef
MEDLINE - Academic
DatabaseTitleList
MEDLINE
MEDLINE - Academic

Database_xml – sequence: 1
  dbid: DOA
  name: DOAJ Directory of Open Access Journals
  url: https://www.doaj.org/
  sourceTypes: Open Website
– 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
DeliveryMethod fulltext_linktorsrc
Discipline Biology
DocumentTitleAlternate Thermodynamics and H2 Transfer in a Syntrophic Community
EISSN 1553-7358
Editor Maranas, Costas D.
Editor_xml – sequence: 1
  givenname: Costas D.
  surname: Maranas
  fullname: Maranas, Costas D.
EndPage e1004364
ExternalDocumentID oai_doaj_org_article_b2b00b22ef6a47aca8b480483ee42ab6
10_1371_journal_pcbi_1004364
26147299
Genre Research Support, U.S. Gov't, Non-P.H.S
Journal Article
GrantInformation_xml – fundername: NCATS NIH HHS
  grantid: UL1 TR000077
GroupedDBID ---
123
29O
2WC
3V.
53G
5VS
7X7
88E
8FE
8FG
8FH
8FI
8FJ
AAFWJ
AAKPC
ABDBF
ABUWG
ACGFO
ACIHN
ACIWK
ACPRK
ADBBV
ADRAZ
AEAQA
AENEX
AFKRA
AFPKN
AFRAH
AHMBA
ALMA_UNASSIGNED_HOLDINGS
AOIJS
ARAPS
AZQEC
B0M
BAWUL
BBNVY
BCNDV
BENPR
BGLVJ
BHPHI
BPHCQ
BVXVI
BWKFM
C1A
CCPQU
CGR
CS3
CUY
CVF
DIK
DWQXO
E3Z
EAP
EAS
EBD
EBS
ECM
EIF
EJD
EMK
EMOBN
ESX
F5P
FPL
FYUFA
GNUQQ
GROUPED_DOAJ
GX1
H13
HCIFZ
HMCUK
HYE
IAO
IGS
INH
INR
IPNFZ
ISN
ISR
ITC
J9A
K6V
K7-
KQ8
LK8
M0N
M1P
M48
M7P
M~E
NPM
O5R
O5S
OK1
P2P
P62
PIMPY
PQQKQ
PROAC
PSQYO
PV9
RIG
RNS
RPM
RZL
SV3
TR2
TUS
UKHRP
WOQ
WOW
XSB
~8M
AAYXX
ALIPV
CITATION
PGMZT
7X8
5PM
ID FETCH-LOGICAL-c3894-6ddbb296ac3db5ddf882f828e2041ef332327fa3490a6171a563cc663b6e62c13
IEDL.DBID RPM
ISSN 1553-7358
1553-734X
IngestDate Thu Jul 04 21:07:45 EDT 2024
Tue Sep 17 21:26:33 EDT 2024
Fri Aug 16 05:02:50 EDT 2024
Fri Aug 23 00:51:50 EDT 2024
Thu May 23 23:51:23 EDT 2024
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 7
Language English
License This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c3894-6ddbb296ac3db5ddf882f828e2041ef332327fa3490a6171a563cc663b6e62c13
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 23
Conceived and designed the experiments: JJH JLR. Performed the experiments: JJH MCC. Analyzed the data: JJH JLR. Wrote the paper: JJH JLR.
The authors have declared that no competing interests exist.
OpenAccessLink https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4509577/
PMID 26147299
PQID 1694963847
PQPubID 23479
ParticipantIDs doaj_primary_oai_doaj_org_article_b2b00b22ef6a47aca8b480483ee42ab6
pubmedcentral_primary_oai_pubmedcentral_nih_gov_4509577
proquest_miscellaneous_1694963847
crossref_primary_10_1371_journal_pcbi_1004364
pubmed_primary_26147299
PublicationCentury 2000
PublicationDate 2015-07-01
PublicationDateYYYYMMDD 2015-07-01
PublicationDate_xml – month: 07
  year: 2015
  text: 2015-07-01
  day: 01
PublicationDecade 2010
PublicationPlace United States
PublicationPlace_xml – name: United States
– name: San Francisco, CA USA
PublicationTitle PLoS computational biology
PublicationTitleAlternate PLoS Comput Biol
PublicationYear 2015
Publisher Public Library of Science
Public Library of Science (PLoS)
Publisher_xml – name: Public Library of Science
– name: Public Library of Science (PLoS)
References RK Thauer (ref45) 1998; 144
NE Lewis (ref54) 2010; 6
AJM Stams (ref3) 2009; 7
A Bordbar (ref20) 2010; 6
JR Sieber (ref9) 2012; 66
X Dong (ref38) 1995; 1
CM Plugge (ref48) 2012; 7
NE Lewis (ref11) 2012; 10
AR Zomorrodi (ref26) 2014; 3
CS Henry (ref33) 2007; 92
I Zarraonaindia (ref60) 2013; 28
AJM Stams (ref39) 1995; 68
H Qian (ref30) 2003; 270
P Worm (ref51) 2011; 157
A Tersteegen (ref57) 1999; 264
R Agren (ref42) 2013; 9
A Jinich (ref59) 2014; 4
AJM Stams (ref6) 2006; 8
A Kümmel (ref32) 2006; 2
T Osterlund (ref14) 2012; 30
SM Stolyar (ref16) 2007; 3
Y Liu (ref47) 2008; 1125
CM Plugge (ref52) 1993; 110
B Schink (ref5) 1997; 61
J Schellenberger (ref62) 2011; 6
JD Orth (ref27) 2010; 28
HJM Harmsen (ref37) 1998; 48
R Mahadevan (ref13) 2011; 9
D McCloskey (ref15) 2013; 9
J Schellenberger (ref31) 2011; 100
J Dolfing (ref35) 1987
RK Thauer (ref7) 2008; 6
JCM Scholten (ref53) 2000; 66
B Schink (ref1) 2002; 81
MN Benedict (ref41) 2012; 194
S Freilich (ref18) 2011; 2
MJ McInerney (ref2) 2008; 1125
MA Oberhardt (ref10) 2009; 5
FAM De Bok (ref49) 2002; 81
I Ekiel (ref55) 1983; 156
B Schwörer (ref44) 1991; 155
FAM De Bok (ref50) 2003; 270
N Müller (ref8) 2010; 2
JJ Hamilton (ref34) 2013; 105
MJ McInerney (ref4) 2009; 20
JG Ferry (ref46) 1999; 23
N Klitgord (ref19) 2010; 6
DA Beard (ref29) 2002; 83
E Noor (ref61) 2013; 9
S Shoaie (ref23) 2013; 3
AR Zomorrodi (ref25) 2012; 8
AJM Stams (ref36) 1993; 59
H Nagarajan (ref24) 2013; 4
NE Lewis (ref21) 2010; 28
AR Zomorrodi (ref12) 2012; 14
KY Pisa (ref58) 2007; 274
EH Wintermute (ref17) 2010; 6
FAM De Bok (ref56) 2002; 68
RA Khandelwal (ref28) 2013; 8
M Kanehisa (ref43) 2000; 28
A Heinken (ref22) 2013; 4
X Dong (ref40) 1994; 60
References_xml – volume: 6
  start-page: 407
  year: 2010
  ident: ref17
  article-title: Emergent cooperation in microbial metabolism
  publication-title: Mol Syst Biol
  doi: 10.1038/msb.2010.66
  contributor:
    fullname: EH Wintermute
– volume: 4
  start-page: 28
  year: 2013
  ident: ref22
  article-title: Systems-level characterization of a host-microbe metabolic symbiosis in the mammalian gut
  publication-title: Gut Microbes
  doi: 10.4161/gmic.22370
  contributor:
    fullname: A Heinken
– volume: 144
  start-page: 2377
  year: 1998
  ident: ref45
  article-title: Biochemistry of methanogenesis: a tribute to Marjory Stephenson
  publication-title: Microbiology
  doi: 10.1099/00221287-144-9-2377
  contributor:
    fullname: RK Thauer
– volume: 2
  start-page: 489
  year: 2010
  ident: ref8
  article-title: Syntrophic butyrate and propionate oxidation processes: from genomes to reaction mechanisms
  publication-title: Environ Microbiol Rep
  doi: 10.1111/j.1758-2229.2010.00147.x
  contributor:
    fullname: N Müller
– volume: 110
  start-page: 71
  year: 1993
  ident: ref52
  article-title: Acetyl-CoA cleavage pathway in a syntrophic propionate oxidizing bacterium growing on fumarate in the absence of methanogens
  publication-title: FEMS Microbiol Lett
  doi: 10.1111/j.1574-6968.1993.tb06297.x
  contributor:
    fullname: CM Plugge
– volume: 66
  start-page: 2934
  year: 2000
  ident: ref53
  article-title: Energetics of syntrophic propionate oxidation in defined batch and chemostat cocultures
  publication-title: Appl Environ Microbiol
  doi: 10.1128/AEM.66.7.2934-2942.2000
  contributor:
    fullname: JCM Scholten
– volume: 28
  start-page: 1279
  year: 2010
  ident: ref21
  article-title: Large-scale in silico modeling of metabolic interactions between cell types in the human brain
  publication-title: Nat Biotechnol
  doi: 10.1038/nbt.1711
  contributor:
    fullname: NE Lewis
– volume: 6
  start-page: 422
  year: 2010
  ident: ref20
  article-title: Insight into human alveolar macrophage and M. tuberculosis interactions via metabolic reconstructions
  publication-title: Mol Syst Biol
  doi: 10.1038/msb.2010.68
  contributor:
    fullname: A Bordbar
– volume: 7
  start-page: 568
  year: 2009
  ident: ref3
  article-title: Electron transfer in syntrophic communities of anaerobic bacteria and archaea
  publication-title: Nat Rev Microbiol
  doi: 10.1038/nrmicro2166
  contributor:
    fullname: AJM Stams
– volume: 20
  start-page: 623
  year: 2009
  ident: ref4
  article-title: Syntrophy in anaerobic global carbon cycles
  publication-title: Curr Opin Biotechnol
  doi: 10.1016/j.copbio.2009.10.001
  contributor:
    fullname: MJ McInerney
– volume: 194
  start-page: 855
  year: 2012
  ident: ref41
  article-title: Genome-scale metabolic reconstruction and hypothesis testing in the methanogenic archaeon Methanosarcina acetivorans C2A
  publication-title: J Bacteriol
  doi: 10.1128/JB.06040-11
  contributor:
    fullname: MN Benedict
– volume: 7
  start-page: 91
  year: 2012
  ident: ref48
  article-title: Complete genome sequence of Syntrophobacter fumaroxidans strain (MPOB(T))
  publication-title: Stand Genomic Sci
  doi: 10.4056/sigs.2996379
  contributor:
    fullname: CM Plugge
– volume: 30
  start-page: 979
  year: 2012
  ident: ref14
  article-title: Fifteen years of large scale metabolic modeling of yeast: Developments and impacts
  publication-title: Biotechnol Adv
  doi: 10.1016/j.biotechadv.2011.07.021
  contributor:
    fullname: T Osterlund
– volume: 9
  start-page: e1002980
  year: 2013
  ident: ref42
  article-title: The RAVEN Toolbox and Its Use for Generating a Genome-scale Metabolic Model for Penicillium chrysogenum
  publication-title: PLoS Comput Biol
  doi: 10.1371/journal.pcbi.1002980
  contributor:
    fullname: R Agren
– volume: 9
  start-page: 39
  year: 2011
  ident: ref13
  article-title: In situ to in silico and back: elucidating the physiology and ecology of Geobacter spp. using genome-scale modelling
  publication-title: Nat Rev Microbiol
  doi: 10.1038/nrmicro2456
  contributor:
    fullname: R Mahadevan
– volume: 9
  start-page: e1003098
  year: 2013
  ident: ref61
  article-title: Consistent Estimation of Gibbs Energy Using Component Contributions
  publication-title: PLoS Comput Biol
  doi: 10.1371/journal.pcbi.1003098
  contributor:
    fullname: E Noor
– volume: 14
  start-page: 672
  year: 2012
  ident: ref12
  article-title: Mathematical optimization applications in metabolic networks
  publication-title: Metab Eng
  doi: 10.1016/j.ymben.2012.09.005
  contributor:
    fullname: AR Zomorrodi
– volume: 1
  start-page: 35
  year: 1995
  ident: ref38
  article-title: Evidence for H2 and formate formation during syntrophic butyrate and propionate degradation
  publication-title: Anaerobe
  doi: 10.1016/S1075-9964(95)80405-6
  contributor:
    fullname: X Dong
– volume: 105
  start-page: 512
  year: 2013
  ident: ref34
  article-title: Quantitative assessment of thermodynamic constraints on the solution space of genome-scale metabolic models
  publication-title: Biophys J
  doi: 10.1016/j.bpj.2013.06.011
  contributor:
    fullname: JJ Hamilton
– volume: 270
  start-page: 2934
  year: 2003
  ident: ref50
  article-title: Two W-containing formate dehydrogenases (CO2-reductases) involved in syntrophic propionate oxidation by Syntrophobacter fumaroxidans
  publication-title: Eur J Biochem
  contributor:
    fullname: FAM De Bok
– volume: 28
  start-page: 245
  year: 2010
  ident: ref27
  article-title: What is flux balance analysis?
  publication-title: Nat Biotechnol
  doi: 10.1038/nbt.1614
  contributor:
    fullname: JD Orth
– volume: 68
  start-page: 4247
  year: 2002
  ident: ref56
  article-title: Biochemical Evidence for Formate Transfer in Syntrophic Propionate-Oxidizing Cocultures of Syntrophobacter fumaroxidans and Methanospirillum hungatei
  publication-title: Appl Environ Microbiol
  doi: 10.1128/AEM.68.9.4247-4252.2002
  contributor:
    fullname: FAM De Bok
– volume: 6
  start-page: e1001002
  year: 2010
  ident: ref19
  article-title: Environments that induce synthetic microbial ecosystems
  publication-title: PLoS Comput Biol
  doi: 10.1371/journal.pcbi.1001002
  contributor:
    fullname: N Klitgord
– volume: 1125
  start-page: 171
  year: 2008
  ident: ref47
  article-title: Metabolic, phylogenetic, and ecological diversity of the methanogenic archaea
  publication-title: Ann N Y Acad Sci
  doi: 10.1196/annals.1419.019
  contributor:
    fullname: Y Liu
– volume: 23
  start-page: 13
  year: 1999
  ident: ref46
  article-title: Enzymology of one-carbon metabolism in methanogenic pathways
  publication-title: FEMS Microbiol Rev
  doi: 10.1111/j.1574-6976.1999.tb00390.x
  contributor:
    fullname: JG Ferry
– volume: 60
  start-page: 2834
  year: 1994
  ident: ref40
  article-title: Anaerobic degradation of propionate by a mesophilic acetogenic bacterium in coculture and triculture with different methanogens
  publication-title: Appl Environ Microbiol
  doi: 10.1128/AEM.60.8.2834-2838.1994
  contributor:
    fullname: X Dong
– volume: 81
  start-page: 283
  year: 2002
  ident: ref49
  article-title: Hydrogenases and formate dehydrogenases of Syntrophobacter fumaroxidans
  publication-title: Antonie Van Leeuwenhoek
  doi: 10.1023/A:1020539323190
  contributor:
    fullname: FAM De Bok
– volume: 6
  start-page: 1290
  year: 2011
  ident: ref62
  article-title: Quantitative prediction of cellular metabolism with constraint-based models: the COBRA Toolbox v2.0
  publication-title: Nat Protoc
  doi: 10.1038/nprot.2011.308
  contributor:
    fullname: J Schellenberger
– volume: 3
  start-page: 2532
  year: 2013
  ident: ref23
  article-title: Understanding the interactions between bacteria in the human gut through metabolic modeling
  publication-title: Sci Rep
  doi: 10.1038/srep02532
  contributor:
    fullname: S Shoaie
– volume: 6
  start-page: 390
  year: 2010
  ident: ref54
  article-title: Omic data from evolved E. coli are consistent with computed optimal growth from genome-scale models
  publication-title: Mol Syst Biol
  doi: 10.1038/msb.2010.47
  contributor:
    fullname: NE Lewis
– volume: 83
  start-page: 79
  year: 2002
  ident: ref29
  article-title: Energy balance for analysis of complex metabolic networks
  publication-title: Biophys J
  doi: 10.1016/S0006-3495(02)75150-3
  contributor:
    fullname: DA Beard
– volume: 2
  start-page: 589
  year: 2011
  ident: ref18
  article-title: Competitive and cooperative metabolic interactions in bacterial communities
  publication-title: Nat Commun
  doi: 10.1038/ncomms1597
  contributor:
    fullname: S Freilich
– volume: 3
  start-page: 92
  year: 2007
  ident: ref16
  article-title: Metabolic modeling of a mutualistic microbial community
  publication-title: Mol Syst Biol
  doi: 10.1038/msb4100131
  contributor:
    fullname: SM Stolyar
– volume: 157
  start-page: 280
  year: 2011
  ident: ref51
  article-title: Growth- and substrate-dependent transcription of formate dehydrogenase and hydrogenase coding genes in Syntrophobacter fumaroxidans and Methanospirillum hungatei
  publication-title: Microbiology
  doi: 10.1099/mic.0.043927-0
  contributor:
    fullname: P Worm
– volume: 9
  start-page: 661
  year: 2013
  ident: ref15
  article-title: Basic and applied uses of genome-scale metabolic network reconstructions of Escherichia coli
  publication-title: Mol Syst Biol
  doi: 10.1038/msb.2013.18
  contributor:
    fullname: D McCloskey
– volume: 68
  start-page: 281
  year: 1995
  ident: ref39
  article-title: Role of formate and hydrogen in the degradation of propionate and butyrate by defined suspended cocultures of acetogenic and methanogenic bacteria
  publication-title: Antonie Van Leeuwenhoek
  doi: 10.1007/BF00874137
  contributor:
    fullname: AJM Stams
– volume: 8
  start-page: e1002363
  year: 2012
  ident: ref25
  article-title: OptCom: A Multi-Level Optimization Framework for the Metabolic Modeling and Analysis of Microbial Communities
  publication-title: PLoS Comput Biol
  doi: 10.1371/journal.pcbi.1002363
  contributor:
    fullname: AR Zomorrodi
– year: 1987
  ident: ref35
  contributor:
    fullname: J Dolfing
– volume: 4
  start-page: 2809
  year: 2013
  ident: ref24
  article-title: Characterization and modelling of interspecies electron transfer mechanisms and microbial community dynamics of a syntrophic association
  publication-title: Nat Commun
  doi: 10.1038/ncomms3809
  contributor:
    fullname: H Nagarajan
– volume: 3
  start-page: 247
  year: 2014
  ident: ref26
  article-title: d-OptCom: Dynamic multi-level and multi-objective metabolic modeling of microbial communities
  publication-title: ACS Synth Biol
  doi: 10.1021/sb4001307
  contributor:
    fullname: AR Zomorrodi
– volume: 59
  start-page: 1114
  year: 1993
  ident: ref36
  article-title: Growth of syntrophic propionate-oxidizing bacteria with fumarate in the absence of methanogenic bacteria
  publication-title: Appl Environ Microbiol
  doi: 10.1128/AEM.59.4.1114-1119.1993
  contributor:
    fullname: AJM Stams
– volume: 81
  start-page: 257
  year: 2002
  ident: ref1
  article-title: Synergistic interactions in the microbial world
  publication-title: Antonie Van Leeuwenhoek
  doi: 10.1023/A:1020579004534
  contributor:
    fullname: B Schink
– volume: 28
  start-page: 261
  year: 2013
  ident: ref60
  article-title: Beyond the genome: community-level analysis of the microbial world
  publication-title: Biol Philos
  doi: 10.1007/s10539-012-9357-8
  contributor:
    fullname: I Zarraonaindia
– volume: 66
  start-page: 429
  year: 2012
  ident: ref9
  article-title: Genomic insights into syntrophy: the paradigm for anaerobic metabolic cooperation
  publication-title: Annu Rev Microbiol
  doi: 10.1146/annurev-micro-090110-102844
  contributor:
    fullname: JR Sieber
– volume: 270
  start-page: 415
  year: 2003
  ident: ref30
  article-title: Stoichiometric network theory for nonequilibrium biochemical systems
  publication-title: Eur J Biochem
  doi: 10.1046/j.1432-1033.2003.03357.x
  contributor:
    fullname: H Qian
– volume: 274
  start-page: 3928
  year: 2007
  ident: ref58
  article-title: A sodium ion-dependent A1AO ATP synthase from the hyperthermophilic archaeon Pyrococcus furiosus
  publication-title: FEBS J
  doi: 10.1111/j.1742-4658.2007.05925.x
  contributor:
    fullname: KY Pisa
– volume: 48
  start-page: 1383
  year: 1998
  ident: ref37
  article-title: Syntrophobacter fumaroxidans sp. nov., a syntrophic propionate-degrading sulfate-reducing bacterium
  publication-title: Int J Syst Bacteriol
  doi: 10.1099/00207713-48-4-1383
  contributor:
    fullname: HJM Harmsen
– volume: 156
  start-page: 316
  year: 1983
  ident: ref55
  article-title: Biosynthetic pathways in Methanospirillum hungatei as determined by 13C nuclear magnetic resonance
  publication-title: J Bacteriol
  doi: 10.1128/JB.156.1.316-326.1983
  contributor:
    fullname: I Ekiel
– volume: 92
  start-page: 1792
  year: 2007
  ident: ref33
  article-title: Thermodynamics-based metabolic flux analysis
  publication-title: Biophys J
  doi: 10.1529/biophysj.106.093138
  contributor:
    fullname: CS Henry
– volume: 10
  start-page: 291
  year: 2012
  ident: ref11
  article-title: Constraining the metabolic genotype-phenotype relationship using a phylogeny of in silico methods
  publication-title: Nat Rev Microbiol
  doi: 10.1038/nrmicro2737
  contributor:
    fullname: NE Lewis
– volume: 61
  start-page: 262
  year: 1997
  ident: ref5
  article-title: Energetics of syntrophic cooperation in methanogenic degradation
  publication-title: Microbiol Mol Biol Rev
  doi: 10.1128/.61.2.262-280.1997
  contributor:
    fullname: B Schink
– volume: 5
  start-page: 320
  year: 2009
  ident: ref10
  article-title: Applications of genome-scale metabolic reconstructions
  publication-title: Mol Syst Biol
  doi: 10.1038/msb.2009.77
  contributor:
    fullname: MA Oberhardt
– volume: 1125
  start-page: 58
  year: 2008
  ident: ref2
  article-title: Physiology, ecology, phylogeny, and genomics of microorganisms capable of syntrophic metabolism
  publication-title: Ann N Y Acad Sci
  doi: 10.1196/annals.1419.005
  contributor:
    fullname: MJ McInerney
– volume: 2
  start-page: 2006
  year: 2006
  ident: ref32
  article-title: Putative regulatory sites unraveled by network-embedded thermodynamic analysis of metabolome data
  publication-title: Mol Syst Biol
  doi: 10.1038/msb4100074
  contributor:
    fullname: A Kümmel
– volume: 4
  start-page: 7022
  year: 2014
  ident: ref59
  article-title: Quantum Chemical Approach to Estimating the Thermodynamics of Metabolic Reactions
  publication-title: Sci Rep
  doi: 10.1038/srep07022
  contributor:
    fullname: A Jinich
– volume: 8
  start-page: 371
  year: 2006
  ident: ref6
  article-title: Exocellular electron transfer in anaerobic microbial communities
  publication-title: Environ Microbiol
  doi: 10.1111/j.1462-2920.2006.00989.x
  contributor:
    fullname: AJM Stams
– volume: 264
  start-page: 930
  year: 1999
  ident: ref57
  article-title: Methanobacterium thermoautotrophicum encodes two multisubunit membrane-bound [NiFe] hydrogenases. Transcription of the operons and sequence analysis of the deduced proteins
  publication-title: Eur J Biochem
  doi: 10.1046/j.1432-1327.1999.00692.x
  contributor:
    fullname: A Tersteegen
– volume: 6
  start-page: 579
  year: 2008
  ident: ref7
  article-title: Methanogenic archaea: ecologically relevant differences in energy conservation
  publication-title: Nat Rev Microbiol
  doi: 10.1038/nrmicro1931
  contributor:
    fullname: RK Thauer
– volume: 28
  start-page: 27
  year: 2000
  ident: ref43
  article-title: KEGG: Kyoto Encyclopedia of Genes and Genomes
  publication-title: Nucleic Acids Res
  doi: 10.1093/nar/28.1.27
  contributor:
    fullname: M Kanehisa
– volume: 8
  start-page: e64567
  year: 2013
  ident: ref28
  article-title: Community flux balance analysis for microbial consortia at balanced growth
  publication-title: PLoS One
  doi: 10.1371/journal.pone.0064567
  contributor:
    fullname: RA Khandelwal
– volume: 100
  start-page: 544
  year: 2011
  ident: ref31
  article-title: Elimination of thermodynamically infeasible loops in steady-state metabolic models
  publication-title: Biophys J
  doi: 10.1016/j.bpj.2010.12.3707
  contributor:
    fullname: J Schellenberger
– volume: 155
  start-page: 459
  year: 1991
  ident: ref44
  article-title: Activities of formylmethanofuran dehydrogenase, methylenetetrahydromethanopterin dehydrogenase, methylenetetrahydromethanopterin reductase, and heterodisulfide reductase in methanogenic bacteria
  publication-title: Arch Microbiol
  doi: 10.1007/BF00244962
  contributor:
    fullname: B Schwörer
SSID ssj0035896
Score 2.3225367
Snippet Microorganisms in nature do not exist in isolation but rather interact with other species in their environment. Some microbes interact via syntrophic...
SourceID doaj
pubmedcentral
proquest
crossref
pubmed
SourceType Open Website
Open Access Repository
Aggregation Database
Index Database
StartPage e1004364
SubjectTerms Computer Simulation
Deltaproteobacteria - metabolism
Energy Transfer - physiology
Hydrogen - metabolism
Methane - metabolism
Methanospirillum - metabolism
Microbial Consortia - physiology
Models, Biological
Symbiosis - physiology
Thermodynamics
SummonAdditionalLinks – databaseName: Open Access: DOAJ - Directory of Open Access Journals
  dbid: DOA
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV3Pa9swFBajMOhlbG23uVuHCjtOSyw9S_JxGwuhkF62Qm5GP4kPs0OaHPLf78lySjIGu-xqGyzepx_fJz19j5CPwmsblDbM1OAYWBOZ5mAZj4DiwChdxrQ1sLiX8we4W1bLo1JfKScs2wPnwE0sx45hOQ9RGlDGGW1BJx_0EIAbm822y-ogpvIcLCo9VOZKRXGYErAcL80JVU5GjD6vnW1TjgAICSeL0uDd_zfC-Wfe5NFCNHtJXowMkn7JLX9FnoXugjzPNSX3l2SGwG9-9T5Xmn-kpvN0zumwJsWwoW1HDV2EtGPeY-dp3Sf6Y5_S1der1tHxvsh2f0UeZt9_fpuzsVgCc8g5gEnvreW1NE54W3kfkTpHlFOBT6EMUQikTioaAfXUIGspTSWFc8g3rAySu1K8Jmdd34W3hCZPweh9rQPyFSe9kUhqUZdUqG1QTrqCsEO0mnX2xGiGgzGFWiIHoUnRbcboFuRrCunTt8nReniAODcjzs2_cC7I7QGQBkdAOtYwXeh3j00pa0jTCKiCvMkAPf0K9SGgfKgLok6gO2nL6ZuuXQ0u24BUqlLq-n80_h05R6JV5TTf9-Rsu9mFGyQzW_th6Le_AWoE814
  priority: 102
  providerName: Directory of Open Access Journals
– databaseName: Scholars Portal Journals: Open Access
  dbid: M48
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1Lj9MwEB4ti5C4IN5kechIHPFqY0_s5IAQIKoKqVyg0t4iP9lIS1LSrrT994yTtKJoOXDM2xmP7e_z2PMBvJG-tEGXhpsKHUdrIi8FWi4iEjkwusxjmhpYfFXzJX45L86PYKfZOhlwfSO1S3pSy_7y9PrX9j01-HeDaoPOdw-drpxtUtQfpcJbcFugxOTzC9zHFWRRDopdSSyHazqaNtP96y0Hg9WQ0_8mIPr3eso_BqjZfbg3IUv2YXSFB3AU2odwZ9Sa3D6CGTlE_7PzowL9mpnWs7lgw1gVQ8-alhm2CGkmvSOnatxb9m2blrGvLhrHpn0km-1jWM4-f_8055OIAneERZAr760VlTJOelt4HwlSR6JZQZxhHqKUBKl0NBKrM0NoJjeFks4RDrEqKOFy-QSO264Nz4ClXIPR-6oMhGOc8kYR2CW-UhDnIZrpMuA7a9WrMVdGPQTMNHGM0Qh1sm49WTeDj8mk-3tTpuvhRNf_qKeGU1tBHYMVIkRlUBtnSotlyoMfAgpjVQavdxVSU8tI4Q7Thu5qXeeqwtS9oM7g6VhB-08Rb0SiFVUG-qDqDspyeKVtLobs20gQq9D65D9_9jncJaxVjCt9X8Dxpr8KLwnPbOyrwUV_A7e-9fc
  priority: 102
  providerName: Scholars Portal
Title Thermodynamics and H2 Transfer in a Methanogenic, Syntrophic Community
URI https://www.ncbi.nlm.nih.gov/pubmed/26147299
https://search.proquest.com/docview/1694963847
https://pubmed.ncbi.nlm.nih.gov/PMC4509577
https://doaj.org/article/b2b00b22ef6a47aca8b480483ee42ab6
Volume 11
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1La9wwEB6SlEIvpe-6j0WFHuvdWJIl-diEbJfChtA2sDejZ2Po2stmc9h_35Fsh27pqRcdbBmJmbHm-6TRDMBH5pTxUulcV9zm3OiQK8pNTgNHcqClKkLcGlheisU1_7oqV0dQjndhUtC-Nc20_bWets1Niq3crO1sjBObXS3POXq5UsrZMRxLxkaK3i-_rFSpKFesh5NLxlfDfTkmi9mgnukmDlCk7OuxLg-SCI4YszpwTSmD_79g59_Rk3-4o_kTeDzgSPK5n-9TOPLtM3jYV5bcP4c5qn-77lxfb_6W6NaRBSXJMwW_JU1LNFn6uG_eoQk19hP5vo9B65ubxpLh1shu_wKu5xc_zhf5UDIht4g8eC6cM4ZWQlvmTOlcQAAdkFR5esoLHxhDACWDZrw61YhdCl0KZi2iDiO8oLZgL-Gk7Vr_GkjMLBicq5RH1GKF0wKhLbKTEhkOkkqbQT5Kq970mTHqdDwmkVH0QqijoOtB0BmcRZHe9415rdODbvuzHrRbG4rLgKHUB6G51FYrw1XMeu89p9qIDD6MCqnxP4iHG7r13d1tXYiKx8WEywxe9Qq6H2pUcAbyQHUHczl8g6aXcm0Ppvbmv798C48QY5V9hO87ONlt7_x7xDE7M0HrXUls1fzLBB6cXVxefZukPQFsl1xNkl3_BuQ1-HE
link.rule.ids 230,315,733,786,790,870,891,2115,2236,24346,27957,27958,31755,33409,33780,53827,53829
linkProvider National Library of Medicine
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1Lb9QwEB6VIkQvvB_haSSOZLexHTs5QsVqgW6FRIv2FvlJI7rJart7WH49Yyep2IoLXONEjv2N7e-zxzMAb5kttJOFSlXJTcq18mlBuU6p5ygOlCwyH7YGZidiesY_z_P5HuTDXZjotG90PWouFqOmPo--lcuFGQ9-YuOvsyOOq1wu5fgG3MTxSuUg0rsJmOVFTMsVMuKkkvF5f2OOyWzcAzRahiqyGH89ZOZBGcGRZZY7i1OM4f834nndf_KPBWlyF74PTen8UH6ONms9Mr-uRXn857begzs9RSXvu-L7sOeaB3CrS1q5fQgTtKzVorVdKvtLohpLppTERc-7FakbosjMhS35Fq2zNu_It23wh1-e14b0F1LW20dwNvl4ejRN-2wMqUFSw1Nhrda0FMowq3NrPXJzj3rN0UOeOc8YcjPpFePloUJalKlcMGOQ0GjhBDUZewz7Tdu4p0BC0EJvbVk4JERGWCWQNaPwyVE8oV41CaQDDNWyC7pRxZM3iWKl64QqIFj1CCbwIWB19W4ImR0ftKsfVd-ZlaY4w2hKnReKS2VUoXkRAuo7x6nSIoE3A9IVDrFwbqIa124uq0yUPMxTXCbwpEP-qqrBchKQOzax8y-7JYh0DOPdI_vsv798Dbenp7Pj6vjTyZfncIBULu8ciV_A_nq1cS-RLq31qzg4fgMmLxVH
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1Lb9QwELagCNQL5VlCeRiJI0ka27GTIxRWy2OrSlBpxSXyk0btJtF297D8esZOUnUrTr0mjhz7G9vfZ49nEHpPTaGsKGQsS6ZjpqSLC8JUTBwDcSBFkTm_NTA75tNT9m2ez6-l-gpO-1rVSXOxSJr6LPhWdgudjn5i6cnsiMEqlwuRdsald9E9GLOkHIV6PwnTvAipuXxWnFhQNh9uzVGRpQNISeeryUIMdp-dB6QEA6ZZbi1QIY7__8jnTR_Ka4vSZA_9HpvT-6KcJ-uVSvTfG5Eeb9XeR-jhQFXxx77IY3THNk_Q_T555eYpmoCFLRet6VPaX2LZGDwlOCx-zi5x3WCJZ9ZvzbdgpbX-gH9uvF98d1ZrPFxMWW2eodPJl19H03jIyhBrIDcs5sYoRUouNTUqN8YBR3eg2yw5ZJl1lAJHE05SVh5KoEeZzDnVGoiN4pYTndHnaKdpG_sCYR-80BlTFhaIkeZGcmDPIIByEFGgW3WE4hGKquuDb1ThBE6AaOk7ofIoVgOKEfrk8boq60Nnhwft8k81dGilCMw0ihDruGRCalkoVvjA-tYyIhWP0LsR7QqGmj8_kY1t15dVxkvm5ysmIrTfo39V1Wg9ERJbdrH1L9tvAO0QzntA9-Wtv3yLHpx8nlQ_vh5_P0C7wOjy3p_4FdpZLdf2NbCmlXoTxsc_0e8Xxw
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=Thermodynamics+and+H2+Transfer+in+a+Methanogenic%2C+Syntrophic+Community&rft.jtitle=PLoS+computational+biology&rft.au=Hamilton%2C+Joshua+J.&rft.au=Calixto+Contreras%2C+Montserrat&rft.au=Reed%2C+Jennifer+L.&rft.date=2015-07-01&rft.issn=1553-7358&rft.eissn=1553-7358&rft.volume=11&rft.issue=7&rft.spage=e1004364&rft_id=info:doi/10.1371%2Fjournal.pcbi.1004364&rft.externalDBID=n%2Fa&rft.externalDocID=10_1371_journal_pcbi_1004364
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1553-7358&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1553-7358&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1553-7358&client=summon