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DOE Systems Biology Knowledgebase ncbi refseq genome annotation
Overall process of the model reconstruction, refinement, and subsequent analysis/validation. Kbase, <t>NCBI</t> <t>RefSeq,</t> and ModelSEED database were used to reconstruct the initial model. After standard model curations, a high-quality GSM was ready to use. Later, condition-specific transcriptomics data were incorporated with GSM through E-flux algorithm, which resulted in five contextualized models. These models were used to find metabolic bottlenecks and persistence mechanism. K-mean clustering algorithm applied on the transcriptomics data revealed a global stress response mechanism. Thermodynamics and enzyme cost analysis, along with in vitro experimentation, reveal the regulatory role of pgm in CTL persistence.
Ncbi Refseq Genome Annotation, supplied by DOE Systems Biology Knowledgebase, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/ncbi refseq genome annotation/product/DOE Systems Biology Knowledgebase
Average 90 stars, based on 1 article reviews
ncbi refseq genome annotation - by Bioz Stars, 2026-03
90/100 stars

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1) Product Images from "Metabolic model guided CRISPRi identifies a central role for phosphoglycerate mutase in Chlamydia trachomatis persistence"

Article Title: Metabolic model guided CRISPRi identifies a central role for phosphoglycerate mutase in Chlamydia trachomatis persistence

Journal: mSystems

doi: 10.1128/msystems.00717-24

Overall process of the model reconstruction, refinement, and subsequent analysis/validation. Kbase, NCBI RefSeq, and ModelSEED database were used to reconstruct the initial model. After standard model curations, a high-quality GSM was ready to use. Later, condition-specific transcriptomics data were incorporated with GSM through E-flux algorithm, which resulted in five contextualized models. These models were used to find metabolic bottlenecks and persistence mechanism. K-mean clustering algorithm applied on the transcriptomics data revealed a global stress response mechanism. Thermodynamics and enzyme cost analysis, along with in vitro experimentation, reveal the regulatory role of pgm in CTL persistence.
Figure Legend Snippet: Overall process of the model reconstruction, refinement, and subsequent analysis/validation. Kbase, NCBI RefSeq, and ModelSEED database were used to reconstruct the initial model. After standard model curations, a high-quality GSM was ready to use. Later, condition-specific transcriptomics data were incorporated with GSM through E-flux algorithm, which resulted in five contextualized models. These models were used to find metabolic bottlenecks and persistence mechanism. K-mean clustering algorithm applied on the transcriptomics data revealed a global stress response mechanism. Thermodynamics and enzyme cost analysis, along with in vitro experimentation, reveal the regulatory role of pgm in CTL persistence.

Techniques Used: Biomarker Discovery, In Vitro



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DOE Systems Biology Knowledgebase ncbi refseq genome annotation
Overall process of the model reconstruction, refinement, and subsequent analysis/validation. Kbase, <t>NCBI</t> <t>RefSeq,</t> and ModelSEED database were used to reconstruct the initial model. After standard model curations, a high-quality GSM was ready to use. Later, condition-specific transcriptomics data were incorporated with GSM through E-flux algorithm, which resulted in five contextualized models. These models were used to find metabolic bottlenecks and persistence mechanism. K-mean clustering algorithm applied on the transcriptomics data revealed a global stress response mechanism. Thermodynamics and enzyme cost analysis, along with in vitro experimentation, reveal the regulatory role of pgm in CTL persistence.
Ncbi Refseq Genome Annotation, supplied by DOE Systems Biology Knowledgebase, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/ncbi refseq genome annotation/product/DOE Systems Biology Knowledgebase
Average 90 stars, based on 1 article reviews
ncbi refseq genome annotation - by Bioz Stars, 2026-03
90/100 stars
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Biotechnology Information ncbi refseq annotations of the human genome build grch37
Overall process of the model reconstruction, refinement, and subsequent analysis/validation. Kbase, <t>NCBI</t> <t>RefSeq,</t> and ModelSEED database were used to reconstruct the initial model. After standard model curations, a high-quality GSM was ready to use. Later, condition-specific transcriptomics data were incorporated with GSM through E-flux algorithm, which resulted in five contextualized models. These models were used to find metabolic bottlenecks and persistence mechanism. K-mean clustering algorithm applied on the transcriptomics data revealed a global stress response mechanism. Thermodynamics and enzyme cost analysis, along with in vitro experimentation, reveal the regulatory role of pgm in CTL persistence.
Ncbi Refseq Annotations Of The Human Genome Build Grch37, supplied by Biotechnology Information, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/ncbi refseq annotations of the human genome build grch37/product/Biotechnology Information
Average 90 stars, based on 1 article reviews
ncbi refseq annotations of the human genome build grch37 - by Bioz Stars, 2026-03
90/100 stars
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Overall process of the model reconstruction, refinement, and subsequent analysis/validation. Kbase, NCBI RefSeq, and ModelSEED database were used to reconstruct the initial model. After standard model curations, a high-quality GSM was ready to use. Later, condition-specific transcriptomics data were incorporated with GSM through E-flux algorithm, which resulted in five contextualized models. These models were used to find metabolic bottlenecks and persistence mechanism. K-mean clustering algorithm applied on the transcriptomics data revealed a global stress response mechanism. Thermodynamics and enzyme cost analysis, along with in vitro experimentation, reveal the regulatory role of pgm in CTL persistence.

Journal: mSystems

Article Title: Metabolic model guided CRISPRi identifies a central role for phosphoglycerate mutase in Chlamydia trachomatis persistence

doi: 10.1128/msystems.00717-24

Figure Lengend Snippet: Overall process of the model reconstruction, refinement, and subsequent analysis/validation. Kbase, NCBI RefSeq, and ModelSEED database were used to reconstruct the initial model. After standard model curations, a high-quality GSM was ready to use. Later, condition-specific transcriptomics data were incorporated with GSM through E-flux algorithm, which resulted in five contextualized models. These models were used to find metabolic bottlenecks and persistence mechanism. K-mean clustering algorithm applied on the transcriptomics data revealed a global stress response mechanism. Thermodynamics and enzyme cost analysis, along with in vitro experimentation, reveal the regulatory role of pgm in CTL persistence.

Article Snippet: To analyze the metabolism of CTL in different stress conditions, we reconstructed a GSM of CTL using the NCBI RefSeq genome annotation (KBase Genome ID: GCF_000068585.1) from KBase ( ).

Techniques: Biomarker Discovery, In Vitro