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Basler et al. 26 (7): 956
.
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117
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:
Organ-level protein networks as a reference for the host effects of the microbiome
Robert H. Mills
,
Jacob M. Wozniak
,
Alison Vrbanac
,
Anaamika Campeau
,
Benoit Chassaing
,
Andrew Gewirtz
,
Rob Knight
,
and
David J. Gonzalez
Genome Res.
February 2020
30
:
276
-
286
;
Published in Advance
January 28, 2020
,
doi:
10.1101/gr.256875.119
..., spleens, hearts, small intestines, and colons of conventionally raised and GF mice, identifying associations to colonization state in over 7000 proteins. Highly ranked associations were constructed into protein–protein interaction
networks
and visualized onto an interactive 3D mouse model for user...
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LETTER
:
Integrated analysis of regulatory and metabolic networks reveals novel regulatory mechanisms in
Saccharomyces cerevisiae
Markus J. Herrgård
,
Baek-Seok Lee
,
Vasiliy Portnoy
,
and
Bernhard Ø. Palsson
Genome Res.
May 2006
16
:
627
-
635
;
Published in Advance
April 10, 2006
,
doi:
10.1101/gr.4083206
...), metabolite level ( Villas-Boas et al. 2005 ), metabolic
flux
( Sauer 2004 ), and high-throughput deletion strain phenotyping ( Giaever et al. 2002 ) data represent the states and outputs of these
networks
. Connecting large-scale component and interaction information to data on system states in order...
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Method
:
A graph neural network model to estimate cell-wise metabolic flux using single-cell RNA-seq data
Norah Alghamdi
,
Wennan Chang
,
Pengtao Dang
,
Xiaoyu Lu
,
Changlin Wan
,
Silpa Gampala
,
Zhi Huang
,
Jiashi Wang
,
Qin Ma
,
Yong Zang
,
Melissa Fishel
,
Sha Cao
,
and
Chi Zhang
Genome Res.
October 2021
31
:
1867
-
1884
;
Published in Advance
July 22, 2021
,
doi:
10.1101/gr.271205.120
...as a factor graph, a novel probabilistic model to leverage the
flux
balance constraints on scRNA-seq data, and a novel graph neural
network
–based optimization solver. The intricate information cascade from transcriptome to metabolome was captured using multilayer neural
networks
to capitulate the nonlinear...
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Methods
:
Can the whole be less than the sum of its parts? Pathway analysis in genome-scale metabolic networks using elementary flux patterns
Christoph Kaleta
,
Luís Filipe de Figueiredo
,
and
Stefan Schuster
Genome Res.
October 2009
19
:
1872
-
1883
;
Published in Advance
June 18, 2009
,
doi:
10.1101/gr.090639.108
...Can the whole be less than the sum of its parts? Pathway analysis in genome-scale metabolic
networks
using elementary
flux
patterns Christoph Kaleta 1 , 2 , 3 , Luís Filipe de Figueiredo 1 and Stefan Schuster 1 1 Department of Bioinformatics...
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Perspective
:
Gene regulatory networks and the role of robustness and stochasticity in the control of gene expression
Lesley T. MacNeil
and
Albertha J.M. Walhout
Genome Res.
May 2011
21
:
645
-
657
;
Published in Advance
February 4, 2011
,
doi:
10.1101/gr.097378.109
...-degree and out-degree and is referred to by that node’s ‘‘
flux
capacity’’ (Martinez et al. 2008). Finally, the ‘‘betweenness’’ of a node is the number of shortest paths that connect any pair of nodes in the
network
that pass through that node (Joy et al. 2005). Nodes with high betweenness are centrally located...
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Method
:
Analysis of membrane proteins in metagenomics: Networks of correlated environmental features and protein families
Prianka V. Patel
,
Tara A. Gianoulis
,
Robert D. Bjornson
,
Kevin Y. Yip
,
Donald M. Engelman
,
and
Mark B. Gerstein
Genome Res.
July 2010
20
:
960
-
971
;
Published in Advance
April 29, 2010
,
doi:
10.1101/gr.102814.109
...Analysis of membrane proteins in metagenomics:
Networks
of correlated environmental features and protein families Prianka V. Patel 1 , 6 , Tara A. Gianoulis 2 , 6 , Robert D. Bjornson 3 , 4 , Kevin Y. Yip 1 , Donald M. Engelman 1...
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LETTER
:
Identification and analysis of evolutionarily cohesive functional modules in protein networks
Mónica Campillos
,
Christian von Mering
,
Lars Juhl Jensen
,
and
Peer Bork
Genome Res.
March 2006
16
:
374
-
382
;
Published in Advance
January 31, 2006
,
doi:
10.1101/gr.4336406
...Identification and analysis of evolutionarily cohesive functional modules in protein
networks
Mónica Campillos , Christian von Mering , Lars Juhl Jensen , and Peer Bork 1 The European Molecular Biology Laboratory (EMBL), 69117 Heidelberg...
Abstract
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LETTER
:
Extreme Pathway Lengths and Reaction Participation in Genome-Scale Metabolic Networks
Jason A. Papin
,
Nathan D. Price
,
and
Bernhard Ø. Palsson
Genome Res.
December 1, 2002
12
:
1889
-
1900
;
doi:
10.1101/gr.327702
...steady-state
flux
distributions that the
network
can achieve by non-negative linear combinations of the extreme pathways; and (3) it enables the determination of time-invariant, topological properties of the
network
. The calculation of extreme pathways is computationally challenging and for large...
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Methods
:
Elucidation of Gene Interaction Networks Through Time-Lagged Correlation Analysis of Transcriptional Data
William A. Schmitt, Jr.
,
R. Michael Raab
,
and
Gregory Stephanopoulos
Genome Res.
August 2004
14
:
1654
-
1663
;
doi:
10.1101/gr.2439804
...Elucidation of Gene Interaction
Networks
Through Time-Lagged Correlation Analysis of Transcriptional Data William A. Schmitt, Jr. , R. Michael Raab , and Gregory Stephanopoulos 1 Department of Chemical Engineering, Massachusetts Institute...
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Research
:
Regeneration alters open chromatin and
cis
-regulatory landscape of erythroid precursors
Yichao Zhou
,
Venkatasai Rahul Dogiparthi
,
Hannah L. Harris
,
Suhita Ray
,
Avik Choudhuri
,
Song Yang
,
Yi Zhou
,
Leonard I. Zon
,
M. Jordan Rowley
,
and
Kyle J. Hewitt
Genome Res.
July 2025
35
:
1518
-
1529
;
Published in Advance
June 2, 2025
,
doi:
10.1101/gr.279949.124
...-activating factors driving stress erythropoiesis. To infer AP-1-dependent activities in the transcriptome after PHZ treatment, we performed single-cell regulatory
network
inference and clustering (SCENIC) analysis. “Regulon” scores of JUN, FOS, and FOSB increased in HSPCs and erythroid clusters 3 and 4, specifically...
Abstract
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