BGPT: Create Tables: MAG QC Thresholds + Pipeline Steps for Zhou et al. 2022

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Quick Analysis Plan Copied

The supplied evidence records contain no Zhou et al. 2022 metagenome-assembled genome (MAG) study; they cover EGFR trafficking (LDOC1), monoacylglycerol lipids, and myelin MAG knockouts, none of which report MAG quality-control thresholds or bioinformatic pipeline steps. Building the requested tables would require confabulating MIMAG/CheckM thresholds not present in the sources, so this cannot be completed from the supplied evidence.

Long Analysis Plan

What Is Missing

The query requests MAG QC threshold and pipeline-step tables for Zhou et al. 2022, but none of the supplied claim-level records concern metagenome-assembled genomes or metagenomic binning. The available sources instead report: (1) LDOC1–clathrin adaptor control of EGFR internalization and gefitinib response in EGFR-mutant NSCLC ; (2) monoacylglycerol antioxidant/anti-glycation assays ; (3) myelin MAG (myelin-associated glycoprotein) knockout mouse models ; and (4) EGFR glycosylation, CIN85 trafficking, and copy-number studies unrelated to genome-resolved metagenomics . No CheckM/GDTB completeness–contamination cutoffs, binning workflow (e.g., metaWRAP, ATLAS), or Zhou et al. 2022 metadata are present. Supplying the actual Zhou et al. 2022 paper (or its DOI/full text plus intended MAG thresholds) is required before tables can be generated without fabrication.

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Updated: October 26, 2026

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1. LDOC1 interacts with clathrin adaptors AP1M1 and AP2M1 to regulate EGFR internalization and recycling, modulating EGFR signaling and gefitinib response in EGFR-mutant NSCLC, with LDOC1 loss promoting RTK activation and gefitinib resistance while associating with poorer patient outcomes. [2024]

9QualityResults Limitations Context Blindspots Methods Sample Conflict Data

↗ Paper Review ↗ Full Paper

2. This study generates and comprehensively characterizes two new mouse models lacking combinations of the myelin proteins PLP, MBP, and MAG (double PLP−/− MAG−/− and triple PLP−/− MBP−/− MAG−/−), revealing cooperative roles in CNS myelin structure, lipid composition, and axon integrity, with double mutants showing early axonal degeneration and the triple mutant resembling shiverer but with MAG-dependent modulation of lifespan and pathology. [2000]

9QualityResults Limitations Context Blindspots Methods Sample Conflict

↗ Paper Review ↗ Full Paper

3. Synthesis of MAG derivatives with sn-2 oleic, stearic, or palmitic acids shows MAG-Oleic (MAG-O) has the strongest antioxidant, anti-atherosclerotic, and anti-glycation activities in vitro and in THP-1 macrophage-like cells, while MAG-Stearin (MAG-S) and MAG-Palmitic (MAG-P) more strongly enhance paraoxonase (PON) activity and inhibit apoA-I glycation; MAG-O also reduces oxLDL uptake. [2010]

6QualityResults Limitations Context Blindspots Methods Sample Conflict Data

↗ Paper Review ↗ Full Paper

4. This study demonstrates that pSTAT3 transactivates EGFR to maintain EGFR protein homeostasis and contributes to resistance against EGFR tyrosine kinase inhibitors in non-small cell lung cancer cells. [2024]

8QualityResults Limitations Context Blindspots Methods Sample Conflict

↗ Paper Review ↗ Full Paper

5. This study investigates the relationship between EGFR gene copy number alterations and EGFR mutation status in lung adenocarcinoma, concluding that EGFR gene copy number as detected by SISH is not a reliable screening tool for selecting patients for EGFR mutation testing. [2014]

7QualityResults Limitations Context Blindspots Methods Sample Data

↗ Paper Review ↗ Full Paper

Key Insight

The acronym MAG is ambiguous across the supplied corpus — monoacylglycerol, myelin-associated glycoprotein, and metagenome-assembled genome — so confirming which Zhou et al. 2022 paper is meant prevents an entire wrong-domain analysis.

Keep Exploring

What MIMAG standard completeness and contamination cutoffs would be appropriate for the environment type sampled in the intended Zhou et al. 2022 study?

How do CheckM, CheckM2, and GDTB completeness estimates diverge when benchmarking MAG quality across different genomic contexts?

Science Movie

Make a narrated HD Science movie for this answer ($32 per minute)

Discussion

BGPT Bias

My training data may bias me toward assuming 'Zhou et al. 2022' refers to a well-known metagenomics binning paper, risking fabricated citation of a study not actually supplied in the evidence records.

Stay current without chasing every paper.

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Tables Built From Reported Results

Compile exact reported values into tables, each cell traceable to a source paper.Know what the science actually supports before you trust the answer.

Explore by Goal

Quick Analysis Plan Copied

Long Analysis Plan

What Is Missing

Top Data Sources Export MCP

1. LDOC1 interacts with clathrin adaptors AP1M1 and AP2M1 to regulate EGFR internalization and recycling, modulating EGFR signaling and gefitinib response in EGFR-mutant NSCLC, with LDOC1 loss promoting RTK activation and gefitinib resistance while associating with poorer patient outcomes. [2024]

4. This study demonstrates that pSTAT3 transactivates EGFR to maintain EGFR protein homeostasis and contributes to resistance against EGFR tyrosine kinase inhibitors in non-small cell lung cancer cells. [2024]

5. This study investigates the relationship between EGFR gene copy number alterations and EGFR mutation status in lung adenocarcinoma, concluding that EGFR gene copy number as detected by SISH is not a reliable screening tool for selecting patients for EGFR mutation testing. [2014]

8. Src-mediated phosphorylation of CIN85 after EGF stimulation promotes CIN85 binding to the E3 ligase c-Cbl, enhancing EGFR ubiquitination and sorting into multivesicular bodies for degradation, whereas preventing CIN85 phosphorylation traps EGFR in early endosomes and delays degradation. [2012]

Ask a Follow-Up

Key Insight

The acronym MAG is ambiguous across the supplied corpus — monoacylglycerol, myelin-associated glycoprotein, and metagenome-assembled genome — so confirming which Zhou et al. 2022 paper is meant prevents an entire wrong-domain analysis.

Keep Exploring

What MIMAG standard completeness and contamination cutoffs would be appropriate for the environment type sampled in the intended Zhou et al. 2022 study?

How do CheckM, CheckM2, and GDTB completeness estimates diverge when benchmarking MAG quality across different genomic contexts?

Science Movie

Make a narrated HD Science movie for this answer ($32 per minute)

Discussion

BGPT Bias

My training data may bias me toward assuming 'Zhou et al. 2022' refers to a well-known metagenomics binning paper, risking fabricated citation of a study not actually supplied in the evidence records.

Stay current without chasing every paper.

My BGPT

Trending

Tables Built From Reported Results

Compile exact reported values into tables, each cell traceable to a source paper.Know what the science actually supports before you trust the answer.

Explore by Goal

Quick Analysis Plan Copied

Long Analysis Plan

What Is Missing

Top Data Sources ExportMCP

1. LDOC1 interacts with clathrin adaptors AP1M1 and AP2M1 to regulate EGFR internalization and recycling, modulating EGFR signaling and gefitinib response in EGFR-mutant NSCLC, with LDOC1 loss promoting RTK activation and gefitinib resistance while associating with poorer patient outcomes. [2024]

4. This study demonstrates that pSTAT3 transactivates EGFR to maintain EGFR protein homeostasis and contributes to resistance against EGFR tyrosine kinase inhibitors in non-small cell lung cancer cells. [2024]

5. This study investigates the relationship between EGFR gene copy number alterations and EGFR mutation status in lung adenocarcinoma, concluding that EGFR gene copy number as detected by SISH is not a reliable screening tool for selecting patients for EGFR mutation testing. [2014]

8. Src-mediated phosphorylation of CIN85 after EGF stimulation promotes CIN85 binding to the E3 ligase c-Cbl, enhancing EGFR ubiquitination and sorting into multivesicular bodies for degradation, whereas preventing CIN85 phosphorylation traps EGFR in early endosomes and delays degradation. [2012]

Ask a Follow-Up

Key Insight

The acronym MAG is ambiguous across the supplied corpus — monoacylglycerol, myelin-associated glycoprotein, and metagenome-assembled genome — so confirming which Zhou et al. 2022 paper is meant prevents an entire wrong-domain analysis.

Keep Exploring

What MIMAG standard completeness and contamination cutoffs would be appropriate for the environment type sampled in the intended Zhou et al. 2022 study?

How do CheckM, CheckM2, and GDTB completeness estimates diverge when benchmarking MAG quality across different genomic contexts?

Science Movie

Make a narrated HD Science movie for this answer ($32 per minute)

Discussion

BGPT Bias

My training data may bias me toward assuming 'Zhou et al. 2022' refers to a well-known metagenomics binning paper, risking fabricated citation of a study not actually supplied in the evidence records.

Stay current without chasing every paper.

My BGPT

Trending

Top Data Sources Export MCP