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pmid:35313857
Using biological information to analyze potential miRNA-mRNA regulatory networks in the plasma of patients with non-small cell lung cancer.
Wei Zhang · Qian Zhang · Li Che · Zhefan Xie · Xingdong Cai · Ling Gong · Zhu Li · Daishun Liu · Shengming Liu
BMC cancer · 2022 doi:10.1186/s12885-022-09281-1
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Experiment
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Data
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Analysis
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Execution
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Complete file
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However, the study of miRNA-mRNA regulatory networks in the plasma of patients with non-small cell lung cancer (NSCLC) is insufficient. Therefore, this study explored the differential expression of mRNA and miRNA in the plasma of NSCLC patients.\nMETHODS: The Gene Expression Omnibus (GEO) database was used to download microarray datasets, and the differentially expressed miRNAs (DEMs) were analyzed. We predicted transcription factors and target genes of the DEMs by using FunRich software and the TargetScanHuman database, respectively. The Database for Annotation, Visualization, and Integrated Discovery (DAVID) was used for GO annotation and KEGG enrichment analysis of downstream target genes. We constructed protein-protein interaction (PPI) and DEM-hub gene networks using the STRING database and Cytoscape software. The GSE20189 dataset was used to screen out the key hub gene. Using The Cancer Genome Atlas (TCGA) and UALCAN databases to analyze the expression and prognosis of the key hub gene and DEMs. Then, GSE17681 and GSE137140 datasets were used to validate DEMs expression. Finally, the receiver operating characteristic (ROC) curve was used to verify the ability of the DEMs to distinguish lung cancer patients from healthy patients.\nRESULTS: Four upregulated candidate DEMs (hsa-miR199a-5p, hsa-miR-186-5p, hsa-miR-328-3p, and hsa-let-7d-3p) were screened from 3 databases, and 6 upstream transcription factors and 2253 downstream target genes were predicted. These genes were mainly enriched in cancer pathways and PI3k-Akt pathways. Among the top 30 hub genes, the expression of KLHL3 was consistent with the GSE20189 dataset. Except for let-7d-3p, the expression of other DEMs and KLHL3 in tissues were consistent with those in plasma. LUSC patients with high let-7d-3p expression had poor overall survival rates (OS). External validation demonstrated that the expression of hsa-miR-199a-5p and hsa-miR-186-5p in peripheral blood of NSCLC patients was higher than the healthy controls. The ROC curve confirmed that the DEMs could better distinguish lung cancer patients from healthy people.\nCONCLUSION: The results showed that miR-199a-5p and miR-186-5p may be noninvasive diagnostic biomarkers for NSCLC patients. MiR-199a-5p-KLHL3 may be involved in the occurrence and development of NSCLC.", "claims": [{"id": "claim-method", "statement": "The limma package (3.40.6) was used to compare and screen differentially expressed miRNAs (DEMs) between lung cancer patients and healthy groups and to make corresponding thermograms and volcano maps.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:35313857", "locator": "sections[4] \"Screening of DEMs\" paragraph 2", "quote": "The limma package (3.40.6) was used to compare and screen differentially expressed miRNAs (DEMs) between lung cancer patients and healthy groups and to make corresponding thermograms and volcano maps."}], "state": "complete"}, {"id": "claim-data-access", "statement": "In the study, the Gene Expression Omnibus database was used to download microarray datasets (GSE24709, GSE61741, GSE31568, GSE20189, GSE17681, GSE137140) about miRNA and mRNA microarray datasets (https://www.ncbi.nlm.nih.gov/geo/).The datasets generated and analyzed during this study are available in the TCGA database (https://portal.gdc.cancer.gov).", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:35313857", "locator": "sections[31] \"notes\" paragraph 1", "quote": "In the study, the Gene Expression Omnibus database was used to download microarray datasets (GSE24709, GSE61741, GSE31568, GSE20189, GSE17681, GSE137140) about miRNA and mRNA microarray datasets (https://www.ncbi.nlm.nih.gov/geo/).The datasets generated and analyzed during this study are available in the TCGA database (https://portal.gdc.cancer.gov)."}], "state": "complete"}, {"id": "claim-target-result", "statement": "The results showed that miR-199a-5p and miR-186-5p may be noninvasive diagnostic biomarkers for NSCLC patients.", "kind": "qualitative", "target": null, "evidence": [{"asset": "source:pmid:35313857", "locator": "sections[0] \"Abstract\" paragraph 4", "quote": "The results showed that miR-199a-5p and miR-186-5p may be noninvasive diagnostic biomarkers for NSCLC patients."}], "state": "complete"}], "gaps": []}, "experiment": {"state": "complete", "objective": "The results showed that miR-199a-5p and miR-186-5p may be noninvasive diagnostic biomarkers for NSCLC patients.", "steps": [{"id": "read_published_estimate", "order": 1, "name": "Read the published estimate from the source", "kind": "other", "state": "complete", "blocked_on": null, "description": "The claim, method and evidence span published with the source article.", "duration_hours": null, "parameters": {}, "inputs": ["source:pmid:35313857"], "outputs": ["the published estimate and its evidence"], "instruments": [], "reagents": []}, {"id": "obtain_source_data", "order": 2, "name": "Obtain the source data from the named repository", "kind": "data-preparation", "state": "complete", "blocked_on": null, "description": "The GEO series accession resolves and its sample accessions are listed. This lane did not download the dataset or read its licence.", "duration_hours": null, "parameters": {}, "inputs": ["data:geo:GSE137140"], "outputs": ["the source data with its repository provenance"], "instruments": [], "reagents": []}, {"id": "run_analysis", "order": 3, "name": "Run the published analysis", "kind": "analysis", "state": "complete", "blocked_on": null, "description": "Apply the paper's statistical method to the resolved series and compare the result with the published target.", "duration_hours": null, "parameters": {}, "inputs": ["data:geo:GSE137140"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:35313857", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.1186/s12885-022-09281-1", "sha256": 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"GSM4068153", "GSM4068154", "GSM4068155", "GSM4068156", "GSM4068157", "GSM4068158", "GSM4068159", "GSM4068160", "GSM4068161", "GSM4068162", "GSM4068163", "GSM4068164", "GSM4068165", "GSM4068166", "GSM4068167", "GSM4068168", "GSM4068169", "GSM4068170", "GSM4068171", "GSM4068172", "GSM4068173", "GSM4068174", "GSM4068175", "GSM4068176", "GSM4068177", "GSM4068178", "GSM4068179", "GSM4068180", "GSM4068181", "GSM4068182", "GSM4068183", "GSM4068184", "GSM4068185", "GSM4068186", "GSM4068187", "GSM4068188", "GSM4068189", "GSM4068190", "GSM4068191", "GSM4068192", "GSM4068193", "GSM4068194", "GSM4068195", "GSM4068196", "GSM4068197", "GSM4068198", "GSM4068199", "GSM4068200", "GSM4068201", "GSM4068202", "GSM4068203", "GSM4068204", "GSM4068205", "GSM4068206", "GSM4068207", "GSM4068208", "GSM4068209", "GSM4068210", "GSM4068211", "GSM4068212", "GSM4068213", "GSM4068214", "GSM4068215", "GSM4068216", "GSM4068217", "GSM4068218", "GSM4068219", "GSM4068220", "GSM4068221", "GSM4068222", "GSM4068223", "GSM4068224", "GSM4068225", "GSM4068226", "GSM4068227", "GSM4068228", "GSM4068229", "GSM4068230", "GSM4068231", "GSM4068232", "GSM4068233", "GSM4068234", "GSM4068235", "GSM4068236", "GSM4068237", "GSM4068238", "GSM4068239", "GSM4068240", "GSM4068241", "GSM4068242", "GSM4068243", "GSM4068244", "GSM4068245", "GSM4068246", "GSM4068247", "GSM4068248", "GSM4068249", "GSM4068250", "GSM4068251", "GSM4068252", "GSM4068253", "GSM4068254", "GSM4068255", "GSM4068256", "GSM4068257", "GSM4068258", "GSM4068259", "GSM4068260", "GSM4068261", "GSM4068262", "GSM4068263", "GSM4068264", "GSM4068265", "GSM4068266", "GSM4068267", "GSM4068268", "GSM4068269", "GSM4068270", "GSM4068271", "GSM4068272", "GSM4068273", "GSM4068274", "GSM4068275", "GSM4068276", "GSM4068277", "GSM4068278", "GSM4068279", "GSM4068280", "GSM4068281", "GSM4068282", "GSM4068283", "GSM4068284", "GSM4068285", "GSM4068286", "GSM4068287", "GSM4068288", "GSM4068289", "GSM4068290", "GSM4068291", "GSM4068292", "GSM4068293", "GSM4068294", "GSM4068295", "GSM4068296", "GSM4068297", "GSM4068298", "GSM4068299", "GSM4068300", "GSM4068301", "GSM4068302", "GSM4068303", "GSM4068304", "GSM4068305", "GSM4068306", "GSM4068307", "GSM4068308", "GSM4068309", "GSM4068310", "GSM4068311", "GSM4068312", "GSM4068313", "GSM4068314", "GSM4068315", "GSM4068316", "GSM4068317", "GSM4068318", "GSM4068319", "GSM4068320", "GSM4068321", "GSM4068322", "GSM4068323", "GSM4068324", "GSM4068325", "GSM4068326", "GSM4068327", "GSM4068328", "GSM4068329", "GSM4068330", "GSM4068331", "GSM4068332", "GSM4068333", "GSM4068334", "GSM4068335", "GSM4068336", "GSM4068337", "GSM4068338", "GSM4068339", "GSM4068340", "GSM4068341", "GSM4068342", "GSM4068343", "GSM4068344", "GSM4068345", "GSM4068346", "GSM4068347", "GSM4068348", "GSM4068349", "GSM4068350", "GSM4068351", "GSM4068352", "GSM4068353", "GSM4068354", "GSM4068355", "GSM4068356", "GSM4068357", "GSM4068358", "GSM4068359", "GSM4068360", "GSM4068361", "GSM4068362", "GSM4068363", "GSM4068364", "GSM4068365", "GSM4068366", "GSM4068367", "GSM4068368", "GSM4068369", "GSM4068370", "GSM4068371", "GSM4068372", "GSM4068373", "GSM4068374", "GSM4068375", "GSM4068376", "GSM4068377", "GSM4068378", "GSM4068379", "GSM4068380", "GSM4068381", "GSM4068382", "GSM4068383", "GSM4068384", "GSM4068385", "GSM4068386", "GSM4068387", "GSM4068388", "GSM4068389", "GSM4068390", "GSM4068391", "GSM4068392", "GSM4068393", "GSM4068394", "GSM4068395", "GSM4068396", "GSM4068397", "GSM4068398", "GSM4068399", "GSM4068400", "GSM4068401", "GSM4068402", "GSM4068403", "GSM4068404", "GSM4068405", "GSM4068406", "GSM4068407", "GSM4068408", "GSM4068409", "GSM4068410", "GSM4068411", "GSM4068412", "GSM4068413", "GSM4068414", "GSM4068415", "GSM4068416", "GSM4068417", "GSM4068418", "GSM4068419", "GSM4068420", "GSM4068421", "GSM4068422", "GSM4068423", "GSM4068424", "GSM4068425", "GSM4068426", "GSM4068427", "GSM4068428", "GSM4068429", "GSM4068430", "GSM4068431", "GSM4068432", "GSM4068433", "GSM4068434", "GSM4068435", "GSM4068436", "GSM4068437", "GSM4068438", "GSM4068439", "GSM4068440", "GSM4068441", "GSM4068442", "GSM4068443", "GSM4068444", "GSM4068445", "GSM4068446", "GSM4068447", "GSM4068448", "GSM4068449", "GSM4068450", "GSM4068451", "GSM4068452", "GSM4068453", "GSM4068454", "GSM4068455", "GSM4068456", "GSM4068457", "GSM4068458", "GSM4068459", "GSM4068460", "GSM4068461", "GSM4068462", "GSM4068463", "GSM4068464", "GSM4068465", "GSM4068466", "GSM4068467", "GSM4068468", "GSM4068469", "GSM4068470", "GSM4068471", "GSM4068472", "GSM4068473", "GSM4068474", "GSM4068475", "GSM4068476", "GSM4068477", "GSM4068478", "GSM4068479", "GSM4068480", "GSM4068481", "GSM4068482", "GSM4068483", "GSM4068484", "GSM4068485", "GSM4068486", "GSM4068487", "GSM4068488", "GSM4068489", "GSM4068490", "GSM4068491", "GSM4068492", "GSM4068493", "GSM4068494", "GSM4068495", "GSM4068496", "GSM4068497", "GSM4068498", "GSM4068499", "GSM4068500", "GSM4068501", "GSM4068502", "GSM4068503", "GSM4068504", "GSM4068505", "GSM4068506", "GSM4068507", "GSM4068508", "GSM4068509", "GSM4068510", "GSM4068511", "GSM4068512", "GSM4068513", "GSM4068514", "GSM4068515", "GSM4068516", "GSM4068517", "GSM4068518", "GSM4068519", "GSM4068520", "GSM4068521", "GSM4068522", "GSM4068523", "GSM4068524", "GSM4068525", "GSM4068526", "GSM4068527", "GSM4068528", "GSM4068529", "GSM4068530", "GSM4068531", "GSM4068532", "GSM4068533", "GSM4068534", "GSM4068535", "GSM4068536", "GSM4068537", "GSM4068538", "GSM4068539", "GSM4068540", "GSM4068541", "GSM4068542", "GSM4068543", "GSM4068544", "GSM4068545", "GSM4068546", "GSM4068547", "GSM4068548", "GSM4068549", "GSM4068550", "GSM4068551", "GSM4068552", "GSM4068553", "GSM4068554", "GSM4068555", "GSM4068556", "GSM4068557", "GSM4068558", "GSM4068559", "GSM4068560", "GSM4068561", "GSM4068562", "GSM4068563", "GSM4068564", "GSM4068565", "GSM4068566", "GSM4068567", "GSM4068568", "GSM4068569", "GSM4068570", "GSM4068571", "GSM4068572", "GSM4068573", "GSM4068574", "GSM4068575", "GSM4068576", "GSM4068577", "GSM4068578", "GSM4068579", "GSM4068580", "GSM4068581", "GSM4068582", "GSM4068583", "GSM4068584", "GSM4068585", "GSM4068586", "GSM4068587", "GSM4068588", "GSM4068589", "GSM4068590", "GSM4068591", "GSM4068592", "GSM4068593", "GSM4068594", "GSM4068595", "GSM4068596", "GSM4068597", "GSM4068598", "GSM4068599", "GSM4068600", "GSM4068601", "GSM4068602", "GSM4068603", "GSM4068604", "GSM4068605", "GSM4068606", "GSM4068607", "GSM4068608", "GSM4068609", "GSM4068610", "GSM4068611", "GSM4068612", "GSM4068613", "GSM4068614", "GSM4068615", "GSM4068616", "GSM4068617", "GSM4068618", "GSM4068619", "GSM4068620", "GSM4068621", "GSM4068622", "GSM4068623", "GSM4068624", "GSM4068625", "GSM4068626", "GSM4068627", "GSM4068628", "GSM4068629", "GSM4068630", "GSM4068631", "GSM4068632", "GSM4068633", "GSM4068634", "GSM4068635", "GSM4068636", "GSM4068637", "GSM4068638", "GSM4068639", "GSM4068640", "GSM4068641", "GSM4068642", "GSM4068643", "GSM4068644", "GSM4068645", "GSM4068646", "GSM4068647", "GSM4068648", "GSM4068649", "GSM4068650", "GSM4068651", "GSM4068652", "GSM4068653", "GSM4068654", "GSM4068655", "GSM4068656", "GSM4068657", "GSM4068658", "GSM4068659", "GSM4068660", "GSM4068661", "GSM4068662", "GSM4068663", "GSM4068664", "GSM4068665", "GSM4068666", "GSM4068667", "GSM4068668", "GSM4068669", "GSM4068670", "GSM4068671", "GSM4068672", "GSM4068673", "GSM4068674", "GSM4068675", "GSM4068676", "GSM4068677", "GSM4068678", "GSM4068679", "GSM4068680", "GSM4068681", "GSM4068682", "GSM4068683", "GSM4068684", "GSM4068685", "GSM4068686", "GSM4068687", "GSM4068688", "GSM4068689", "GSM4068690", "GSM4068691", "GSM4068692", "GSM4068693", "GSM4068694", "GSM4068695", "GSM4068696", "GSM4068697", "GSM4068698", "GSM4068699", "GSM4068700", "GSM4068701", "GSM4068702", "GSM4068703", "GSM4068704", "GSM4068705", "GSM4068706", "GSM4068707", "GSM4068708", "GSM4068709", "GSM4068710", "GSM4068711", "GSM4068712", "GSM4068713", "GSM4068714", "GSM4068715", "GSM4068716", "GSM4068717", "GSM4068718", "GSM4068719", "GSM4068720", "GSM4068721", "GSM4068722", "GSM4068723", "GSM4068724", "GSM4068725", "GSM4068726", "GSM4068727", "GSM4068728", "GSM4068729", "GSM4068730", "GSM4068731", "GSM4068732", "GSM4068733", "GSM4068734", "GSM4068735", "GSM4068736", "GSM4068737", "GSM4068738", "GSM4068739", "GSM4068740", "GSM4068741", "GSM4068742", "GSM4068743", "GSM4068744", "GSM4068745", "GSM4068746", "GSM4068747", "GSM4068748", "GSM4068749", "GSM4068750", "GSM4068751", "GSM4068752", "GSM4068753", "GSM4068754", "GSM4068755", "GSM4068756", "GSM4068757", "GSM4068758", "GSM4068759", "GSM4068760", "GSM4068761", "GSM4068762", "GSM4068763", "GSM4068764", "GSM4068765", "GSM4068766", "GSM4068767", "GSM4068768", "GSM4068769", "GSM4068770", "GSM4068771", "GSM4068772", "GSM4068773", "GSM4068774", "GSM4068775", "GSM4068776", "GSM4068777", "GSM4068778", "GSM4068779", "GSM4068780", "GSM4068781", "GSM4068782", "GSM4068783", "GSM4068784", "GSM4068785", "GSM4068786", "GSM4068787", "GSM4068788", "GSM4068789", "GSM4068790", "GSM4068791", "GSM4068792", "GSM4068793", "GSM4068794", "GSM4068795", "GSM4068796", "GSM4068797", "GSM4068798", "GSM4068799", "GSM4068800", "GSM4068801", "GSM4068802", "GSM4068803", "GSM4068804", "GSM4068805", "GSM4068806", "GSM4068807", "GSM4068808", "GSM4068809", "GSM4068810", "GSM4068811", "GSM4068812", "GSM4068813", "GSM4068814", "GSM4068815", "GSM4068816", "GSM4068817", "GSM4068818", "GSM4068819", "GSM4068820", "GSM4068821", "GSM4068822", "GSM4068823", "GSM4068824", "GSM4068825", "GSM4068826", "GSM4068827", "GSM4068828", "GSM4068829", "GSM4068830", "GSM4068831", "GSM4068832", "GSM4068833", "GSM4068834", "GSM4068835", "GSM4068836", "GSM4068837", "GSM4068838", "GSM4068839", "GSM4068840", "GSM4068841", "GSM4068842", "GSM4068843", "GSM4068844", "GSM4068845", "GSM4068846", "GSM4068847", "GSM4068848", "GSM4068849", "GSM4068850", "GSM4068851", "GSM4068852", "GSM4068853", "GSM4068854", "GSM4068855", "GSM4068856", "GSM4068857", "GSM4068858", "GSM4068859", "GSM4068860", "GSM4068861", "GSM4068862", "GSM4068863", "GSM4068864", "GSM4068865", "GSM4068866", "GSM4068867", "GSM4068868", "GSM4068869", "GSM4068870", "GSM4068871", "GSM4068872", "GSM4068873", "GSM4068874", "GSM4068875", "GSM4068876", "GSM4068877", "GSM4068878", "GSM4068879", "GSM4068880", "GSM4068881", "GSM4068882", "GSM4068883", "GSM4068884", "GSM4068885", "GSM4068886", "GSM4068887", "GSM4068888", "GSM4068889", "GSM4068890", "GSM4068891", "GSM4068892", "GSM4068893", "GSM4068894", "GSM4068895", "GSM4068896", "GSM4068897", "GSM4068898", "GSM4068899", "GSM4068900", "GSM4068901", "GSM4068902", "GSM4068903", "GSM4068904", "GSM4068905", "GSM4068906", "GSM4068907", "GSM4068908", "GSM4068909", "GSM4068910", "GSM4068911", "GSM4068912", "GSM4068913", "GSM4068914", "GSM4068915", "GSM4068916", "GSM4068917", "GSM4068918", "GSM4068919", "GSM4068920", "GSM4068921", "GSM4068922", "GSM4068923", "GSM4068924", "GSM4068925", "GSM4068926", "GSM4068927", "GSM4068928", "GSM4068929", "GSM4068930", "GSM4068931", "GSM4068932", "GSM4068933", "GSM4068934", "GSM4068935", "GSM4068936", "GSM4068937", "GSM4068938", "GSM4068939", "GSM4068940", "GSM4068941", "GSM4068942", "GSM4068943", "GSM4068944", "GSM4068945", "GSM4068946", "GSM4068947", "GSM4068948", "GSM4068949", "GSM4068950", "GSM4068951", "GSM4068952", "GSM4068953", "GSM4068954", "GSM4068955", "GSM4068956", "GSM4068957", "GSM4068958", "GSM4068959", "GSM4068960", "GSM4068961", "GSM4068962", "GSM4068963", "GSM4068964", "GSM4068965", "GSM4068966", "GSM4068967", "GSM4068968", "GSM4068969", "GSM4068970", "GSM4068971", "GSM4068972", "GSM4068973", "GSM4068974", "GSM4068975", "GSM4068976", "GSM4068977", "GSM4068978", "GSM4068979", "GSM4068980", "GSM4068981", "GSM4068982", "GSM4068983", "GSM4068984", "GSM4068985", "GSM4068986", "GSM4068987", "GSM4068988", "GSM4068989", "GSM4068990", "GSM4068991", "GSM4068992", "GSM4068993", "GSM4068994", "GSM4068995", "GSM4068996", "GSM4068997", "GSM4068998", "GSM4068999", "GSM4069000", "GSM4069001", "GSM4069002", "GSM4069003", "GSM4069004", "GSM4069005", "GSM4069006", "GSM4069007", "GSM4069008", "GSM4069009", "GSM4069010", "GSM4069011", "GSM4069012", "GSM4069013", "GSM4069014", "GSM4069015", "GSM4069016", "GSM4069017", "GSM4069018", "GSM4069019", "GSM4069020", "GSM4069021", "GSM4069022", "GSM4069023", "GSM4069024", "GSM4069025", "GSM4069026", "GSM4069027", "GSM4069028", "GSM4069029", "GSM4069030", "GSM4069031", "GSM4069032", "GSM4069033", "GSM4069034", "GSM4069035", "GSM4069036", "GSM4069037", "GSM4069038", "GSM4069039", "GSM4069040", "GSM4069041", "GSM4069042", "GSM4069043", "GSM4069044", "GSM4069045", "GSM4069046", "GSM4069047", "GSM4069048", "GSM4069049", "GSM4069050", "GSM4069051", "GSM4069052", "GSM4069053", "GSM4069054", "GSM4069055", "GSM4069056", "GSM4069057", "GSM4069058", "GSM4069059", "GSM4069060", "GSM4069061", "GSM4069062", "GSM4069063", "GSM4069064", "GSM4069065", "GSM4069066", "GSM4069067", "GSM4069068", "GSM4069069", "GSM4069070", "GSM4069071", "GSM4069072", "GSM4069073", "GSM4069074", "GSM4069075", "GSM4069076", "GSM4069077", "GSM4069078", "GSM4069079", "GSM4069080", "GSM4069081", "GSM4069082", "GSM4069083", "GSM4069084", "GSM4069085", "GSM4069086", "GSM4069087", "GSM4069088", "GSM4069089", "GSM4069090", "GSM4069091", "GSM4069092", "GSM4069093", "GSM4069094", "GSM4069095", "GSM4069096", "GSM4069097", "GSM4069098", "GSM4069099", "GSM4069100", "GSM4069101", "GSM4069102", "GSM4069103", "GSM4069104", "GSM4069105", "GSM4069106", "GSM4069107", "GSM4069108", "GSM4069109", "GSM4069110", "GSM4069111", "GSM4069112", "GSM4069113", "GSM4069114", "GSM4069115", "GSM4069116", "GSM4069117", "GSM4069118", "GSM4069119", "GSM4069120", "GSM4069121", "GSM4069122", "GSM4069123", "GSM4069124", "GSM4069125", "GSM4069126", "GSM4069127", "GSM4069128", "GSM4069129", "GSM4069130", "GSM4069131", "GSM4069132", "GSM4069133", "GSM4069134", "GSM4069135", "GSM4069136", "GSM4069137", "GSM4069138", "GSM4069139", "GSM4069140", "GSM4069141", "GSM4069142", "GSM4069143", "GSM4069144", "GSM4069145", "GSM4069146", "GSM4069147", "GSM4069148", "GSM4069149", "GSM4069150", "GSM4069151", "GSM4069152", "GSM4069153", "GSM4069154", "GSM4069155", "GSM4069156", "GSM4069157", "GSM4069158", "GSM4069159", "GSM4069160", "GSM4069161", "GSM4069162", "GSM4069163", "GSM4069164", "GSM4069165", "GSM4069166", "GSM4069167", "GSM4069168", "GSM4069169", "GSM4069170", "GSM4069171", "GSM4069172", "GSM4069173", "GSM4069174", "GSM4069175", "GSM4069176", "GSM4069177", "GSM4069178", "GSM4069179", "GSM4069180", "GSM4069181", "GSM4069182", "GSM4069183", "GSM4069184", "GSM4069185", "GSM4069186", "GSM4069187", "GSM4069188", "GSM4069189", "GSM4069190", "GSM4069191", "GSM4069192", "GSM4069193", "GSM4069194", "GSM4069195", "GSM4069196", "GSM4069197", "GSM4069198", "GSM4069199", "GSM4069200", "GSM4069201", "GSM4069202", "GSM4069203", "GSM4069204", "GSM4069205", "GSM4069206", "GSM4069207", "GSM4069208", "GSM4069209", "GSM4069210", "GSM4069211", "GSM4069212", "GSM4069213", "GSM4069214", "GSM4069215", "GSM4069216", "GSM4069217", "GSM4069218", "GSM4069219", "GSM4069220", "GSM4069221", "GSM4069222", "GSM4069223", "GSM4069224", "GSM4069225", "GSM4069226", "GSM4069227", "GSM4069228", "GSM4069229", "GSM4069230", "GSM4069231", "GSM4069232", "GSM4069233", "GSM4069234", "GSM4069235", "GSM4069236", "GSM4069237", "GSM4069238", "GSM4069239", "GSM4069240", "GSM4069241", "GSM4069242", "GSM4069243", "GSM4069244", "GSM4069245", "GSM4069246", "GSM4069247", "GSM4069248", "GSM4069249", "GSM4069250", "GSM4069251", "GSM4069252", "GSM4069253", "GSM4069254", "GSM4069255", "GSM4069256", "GSM4069257", "GSM4069258", "GSM4069259", "GSM4069260", "GSM4069261", "GSM4069262", "GSM4069263", "GSM4069264", "GSM4069265", "GSM4069266", "GSM4069267", "GSM4069268", "GSM4069269", "GSM4069270", "GSM4069271", "GSM4069272", "GSM4069273", "GSM4069274", "GSM4069275", "GSM4069276", "GSM4069277", "GSM4069278", "GSM4069279", "GSM4069280", "GSM4069281", "GSM4069282", "GSM4069283", "GSM4069284", "GSM4069285", "GSM4069286", "GSM4069287", "GSM4069288", "GSM4069289", "GSM4069290", "GSM4069291", "GSM4069292", "GSM4069293", "GSM4069294", "GSM4069295", "GSM4069296", "GSM4069297", "GSM4069298", "GSM4069299", "GSM4069300", "GSM4069301", "GSM4069302", "GSM4069303", "GSM4069304", "GSM4069305", "GSM4069306", "GSM4069307", "GSM4069308", "GSM4069309", "GSM4069310", "GSM4069311", "GSM4069312", "GSM4069313", "GSM4069314", "GSM4069315", "GSM4069316", "GSM4069317", "GSM4069318", "GSM4069319", "GSM4069320", "GSM4069321", "GSM4069322", "GSM4069323", "GSM4069324", "GSM4069325", "GSM4069326", "GSM4069327", "GSM4069328", "GSM4069329", "GSM4069330", "GSM4069331", "GSM4069332", "GSM4069333", "GSM4069334", "GSM4069335", "GSM4069336", "GSM4069337", "GSM4069338", "GSM4069339", "GSM4069340", "GSM4069341", "GSM4069342", "GSM4069343", "GSM4069344", "GSM4069345", "GSM4069346", "GSM4069347", "GSM4069348", "GSM4069349", "GSM4069350", "GSM4069351", "GSM4069352", "GSM4069353", "GSM4069354", "GSM4069355", "GSM4069356", "GSM4069357", "GSM4069358", "GSM4069359", "GSM4069360", "GSM4069361", "GSM4069362", "GSM4069363", "GSM4069364", "GSM4069365", "GSM4069366", "GSM4069367", "GSM4069368", "GSM4069369", "GSM4069370", "GSM4069371", "GSM4069372", "GSM4069373", "GSM4069374", "GSM4069375", "GSM4069376", "GSM4069377", "GSM4069378", "GSM4069379", "GSM4069380", "GSM4069381", "GSM4069382", "GSM4069383", "GSM4069384", "GSM4069385", "GSM4069386", "GSM4069387", "GSM4069388", "GSM4069389", "GSM4069390", "GSM4069391", "GSM4069392", "GSM4069393", "GSM4069394", "GSM4069395", "GSM4069396", "GSM4069397", "GSM4069398", "GSM4069399", "GSM4069400", "GSM4069401", "GSM4069402", "GSM4069403", "GSM4069404", "GSM4069405", "GSM4069406", "GSM4069407", "GSM4069408", "GSM4069409", "GSM4069410", "GSM4069411", "GSM4069412", "GSM4069413", "GSM4069414", "GSM4069415", "GSM4069416", "GSM4069417", "GSM4069418", "GSM4069419", "GSM4069420", "GSM4069421", "GSM4069422", "GSM4069423", "GSM4069424", "GSM4069425", "GSM4069426", "GSM4069427", "GSM4069428", "GSM4069429", "GSM4069430", "GSM4069431", "GSM4069432", "GSM4069433", "GSM4069434", "GSM4069435", "GSM4069436", "GSM4069437", "GSM4069438", "GSM4069439", "GSM4069440", "GSM4069441", "GSM4069442", "GSM4069443", "GSM4069444", "GSM4069445", "GSM4069446", "GSM4069447", "GSM4069448", "GSM4069449", "GSM4069450", "GSM4069451", "GSM4069452", "GSM4069453", "GSM4069454", "GSM4069455", "GSM4069456", "GSM4069457", "GSM4069458", "GSM4069459", "GSM4069460", "GSM4069461", "GSM4069462", "GSM4069463", "GSM4069464", "GSM4069465", "GSM4069466", "GSM4069467", "GSM4069468", "GSM4069469", "GSM4069470", "GSM4069471", "GSM4069472", "GSM4069473", "GSM4069474", "GSM4069475", "GSM4069476", "GSM4069477", "GSM4069478", "GSM4069479", "GSM4069480", "GSM4069481", "GSM4069482", "GSM4069483", "GSM4069484", "GSM4069485", "GSM4069486", "GSM4069487", "GSM4069488", "GSM4069489", "GSM4069490", "GSM4069491", "GSM4069492", "GSM4069493", "GSM4069494", "GSM4069495", "GSM4069496", "GSM4069497", "GSM4069498", "GSM4069499", "GSM4069500", "GSM4069501", "GSM4069502", "GSM4069503", "GSM4069504", "GSM4069505", "GSM4069506", "GSM4069507", "GSM4069508", "GSM4069509", "GSM4069510", "GSM4069511", "GSM4069512", "GSM4069513", "GSM4069514", "GSM4069515", "GSM4069516", "GSM4069517", "GSM4069518", "GSM4069519", "GSM4069520", "GSM4069521", "GSM4069522", "GSM4069523", "GSM4069524", "GSM4069525", "GSM4069526", "GSM4069527", "GSM4069528", "GSM4069529", "GSM4069530", "GSM4069531", "GSM4069532", "GSM4069533", "GSM4069534", "GSM4069535", "GSM4069536", "GSM4069537", "GSM4069538", "GSM4069539", "GSM4069540", "GSM4069541", "GSM4069542", "GSM4069543", "GSM4069544", "GSM4069545", "GSM4069546", "GSM4069547", "GSM4069548", "GSM4069549", "GSM4069550", "GSM4069551", "GSM4069552", "GSM4069553", "GSM4069554", "GSM4069555", "GSM4069556", "GSM4069557", "GSM4069558", "GSM4069559", "GSM4069560", "GSM4069561", "GSM4069562", "GSM4069563", "GSM4069564", "GSM4069565", "GSM4069566", "GSM4069567", "GSM4069568", "GSM4069569", "GSM4069570", "GSM4069571", "GSM4069572", "GSM4069573", "GSM4069574", "GSM4069575", "GSM4069576", "GSM4069577", "GSM4069578", "GSM4069579", "GSM4069580", "GSM4069581", "GSM4069582", "GSM4069583", "GSM4069584", "GSM4069585", "GSM4069586", "GSM4069587", "GSM4069588", "GSM4069589", "GSM4069590", "GSM4069591", "GSM4069592", "GSM4069593", "GSM4069594", "GSM4069595", "GSM4069596", "GSM4069597", "GSM4069598", "GSM4069599", "GSM4069600", "GSM4069601", "GSM4069602", "GSM4069603", "GSM4069604", "GSM4069605", "GSM4069606", "GSM4069607", "GSM4069608", "GSM4069609", "GSM4069610", "GSM4069611", "GSM4069612", "GSM4069613", "GSM4069614", "GSM4069615", "GSM4069616", "GSM4069617", "GSM4069618", "GSM4069619", "GSM4069620", "GSM4069621", "GSM4069622", "GSM4069623", "GSM4069624", "GSM4069625", "GSM4069626", "GSM4069627", "GSM4069628", "GSM4069629", "GSM4069630", "GSM4069631", "GSM4069632", "GSM4069633", "GSM4069634", "GSM4069635", "GSM4069636", "GSM4069637", "GSM4069638", "GSM4069639", "GSM4069640", "GSM4069641", "GSM4069642", "GSM4069643", "GSM4069644", "GSM4069645", "GSM4069646", "GSM4069647", "GSM4069648", "GSM4069649", "GSM4069650", "GSM4069651", "GSM4069652", "GSM4069653", "GSM4069654", "GSM4069655", "GSM4069656", "GSM4069657", "GSM4069658", "GSM4069659", "GSM4069660", "GSM4069661", "GSM4069662", "GSM4069663", "GSM4069664", "GSM4069665", "GSM4069666", "GSM4069667", "GSM4069668", "GSM4069669", "GSM4069670", "GSM4069671", "GSM4069672", "GSM4069673", "GSM4069674", "GSM4069675", "GSM4069676", "GSM4069677", "GSM4069678", "GSM4069679", "GSM4069680", "GSM4069681", "GSM4069682", "GSM4069683", "GSM4069684", "GSM4069685", "GSM4069686", "GSM4069687", "GSM4069688", "GSM4069689", "GSM4069690", "GSM4069691", "GSM4069692", "GSM4069693", "GSM4069694", "GSM4069695", "GSM4069696", "GSM4069697", "GSM4069698", "GSM4069699", "GSM4069700", "GSM4069701", "GSM4069702", "GSM4069703", "GSM4069704", "GSM4069705", "GSM4069706", "GSM4069707", "GSM4069708", "GSM4069709", "GSM4069710", "GSM4069711", "GSM4069712", "GSM4069713", "GSM4069714", "GSM4069715", "GSM4069716", "GSM4069717", "GSM4069718", "GSM4069719", "GSM4069720", "GSM4069721", "GSM4069722", "GSM4069723", "GSM4069724", "GSM4069725", "GSM4069726", "GSM4069727", "GSM4069728", "GSM4069729", "GSM4069730", "GSM4069731", "GSM4069732", "GSM4069733", "GSM4069734", "GSM4069735", "GSM4069736", "GSM4069737", "GSM4069738", "GSM4069739", "GSM4069740", "GSM4069741", "GSM4069742", "GSM4069743", "GSM4069744", "GSM4069745", "GSM4069746", "GSM4069747", "GSM4069748", "GSM4069749", "GSM4069750", "GSM4069751", "GSM4069752", "GSM4069753", "GSM4069754", "GSM4069755", "GSM4069756", "GSM4069757", "GSM4069758", "GSM4069759", "GSM4069760", "GSM4069761", "GSM4069762", "GSM4069763", "GSM4069764", "GSM4069765", "GSM4069766", "GSM4069767", "GSM4069768", "GSM4069769", "GSM4069770", "GSM4069771", "GSM4069772", "GSM4069773", "GSM4069774", "GSM4069775", "GSM4069776", "GSM4069777", "GSM4069778", "GSM4069779", "GSM4069780", "GSM4069781", "GSM4069782", "GSM4069783", "GSM4069784", "GSM4069785", "GSM4069786", "GSM4069787", "GSM4069788", "GSM4069789", "GSM4069790", "GSM4069791", "GSM4069792", "GSM4069793", "GSM4069794", "GSM4069795", "GSM4069796", "GSM4069797", "GSM4069798", "GSM4069799", "GSM4069800", "GSM4069801", "GSM4069802", "GSM4069803", "GSM4069804", "GSM4069805", "GSM4069806", "GSM4069807", "GSM4069808", "GSM4069809", "GSM4069810", "GSM4069811", "GSM4069812", "GSM4069813", "GSM4069814", "GSM4069815", "GSM4069816", "GSM4069817", "GSM4069818", "GSM4069819", "GSM4069820", "GSM4069821", "GSM4069822", "GSM4069823", "GSM4069824", "GSM4069825", "GSM4069826", "GSM4069827", "GSM4069828", "GSM4069829", "GSM4069830", "GSM4069831", "GSM4069832", "GSM4069833", "GSM4069834", "GSM4069835", "GSM4069836", "GSM4069837", "GSM4069838", "GSM4069839", "GSM4069840", "GSM4069841", "GSM4069842", "GSM4069843", "GSM4069844", "GSM4069845", "GSM4069846", "GSM4069847", "GSM4069848", "GSM4069849", "GSM4069850", "GSM4069851", "GSM4069852", "GSM4069853", "GSM4069854", "GSM4069855", "GSM4069856", "GSM4069857", "GSM4069858", "GSM4069859", "GSM4069860", "GSM4069861", "GSM4069862", "GSM4069863", "GSM4069864", "GSM4069865", "GSM4069866", "GSM4069867", "GSM4069868", "GSM4069869", "GSM4069870", "GSM4069871", "GSM4069872", "GSM4069873", "GSM4069874", "GSM4069875", "GSM4069876", "GSM4069877", "GSM4069878", "GSM4069879", "GSM4069880", "GSM4069881", "GSM4069882", "GSM4069883", "GSM4069884", "GSM4069885", "GSM4069886", "GSM4069887", "GSM4069888", "GSM4069889", "GSM4069890", "GSM4069891", "GSM4069892", "GSM4069893", "GSM4069894", "GSM4069895", "GSM4069896", "GSM4069897", "GSM4069898", "GSM4069899", "GSM4069900", "GSM4069901", "GSM4069902", "GSM4069903", "GSM4069904", "GSM4069905", "GSM4069906", "GSM4069907", "GSM4069908", "GSM4069909", "GSM4069910", "GSM4069911", "GSM4069912", "GSM4069913", "GSM4069914", "GSM4069915", "GSM4069916", "GSM4069917", "GSM4069918", "GSM4069919", "GSM4069920", "GSM4069921", "GSM4069922", "GSM4069923", "GSM4069924", "GSM4069925", "GSM4069926", "GSM4069927", "GSM4069928", "GSM4069929", "GSM4069930", "GSM4069931", "GSM4069932", "GSM4069933", "GSM4069934", "GSM4069935", "GSM4069936", "GSM4069937", "GSM4069938", "GSM4069939", "GSM4069940", "GSM4069941", "GSM4069942", "GSM4069943", "GSM4069944", "GSM4069945", "GSM4069946", "GSM4069947", "GSM4069948", "GSM4069949", "GSM4069950", "GSM4069951", "GSM4069952", "GSM4069953", "GSM4069954", "GSM4069955", "GSM4069956", "GSM4069957", "GSM4069958", "GSM4069959", "GSM4069960", "GSM4069961", "GSM4069962", "GSM4069963", "GSM4069964", "GSM4069965", "GSM4069966", "GSM4069967", "GSM4069968", "GSM4069969", "GSM4069970", "GSM4069971", "GSM4069972", "GSM4069973", "GSM4069974", "GSM4069975", "GSM4069976", "GSM4069977", "GSM4069978", "GSM4069979", "GSM4069980", "GSM4069981", "GSM4069982", "GSM4069983", "GSM4069984", "GSM4069985", "GSM4069986", "GSM4069987", "GSM4069988", "GSM4069989", "GSM4069990", "GSM4069991", "GSM4069992", "GSM4069993", "GSM4069994", "GSM4069995", "GSM4069996", "GSM4069997", "GSM4069998", "GSM4069999", "GSM4070000", "GSM4070001", "GSM4070002", "GSM4070003", "GSM4070004", "GSM4070005", "GSM4070006", "GSM4070007", "GSM4070008", "GSM4070009", "GSM4070010", "GSM4070011", "GSM4070012", "GSM4070013", "GSM4070014", "GSM4070015", "GSM4070016", "GSM4070017", "GSM4070018", "GSM4070019", "GSM4070020", "GSM4070021", "GSM4070022", "GSM4070023", "GSM4070024", "GSM4070025", "GSM4070026", "GSM4070027", "GSM4070028", "GSM4070029", "GSM4070030", "GSM4070031", "GSM4070032", "GSM4070033", "GSM4070034", "GSM4070035", "GSM4070036", "GSM4070037", "GSM4070038", "GSM4070039", "GSM4070040", "GSM4070041", "GSM4070042", "GSM4070043", "GSM4070044", "GSM4070045", "GSM4070046", "GSM4070047", "GSM4070048", "GSM4070049", "GSM4070050", "GSM4070051", "GSM4070052", "GSM4070053", "GSM4070054", "GSM4070055", "GSM4070056", "GSM4070057", "GSM4070058", "GSM4070059", "GSM4070060", "GSM4070061", "GSM4070062", "GSM4070063", "GSM4070064", "GSM4070065", "GSM4070066", "GSM4070067", "GSM4070068", "GSM4070069", "GSM4070070", "GSM4070071", "GSM4070072", "GSM4070073", "GSM4070074", "GSM4070075", "GSM4070076", "GSM4070077", "GSM4070078", "GSM4070079", "GSM4070080", "GSM4070081", "GSM4070082", "GSM4070083", "GSM4070084", "GSM4070085", "GSM4070086", "GSM4070087", "GSM4070088", "GSM4070089", "GSM4070090", "GSM4070091", "GSM4070092", "GSM4070093", "GSM4070094", "GSM4070095", "GSM4070096", "GSM4070097", "GSM4070098", "GSM4070099", "GSM4070100", "GSM4070101", "GSM4070102", "GSM4070103", "GSM4070104", "GSM4070105", "GSM4070106", "GSM4070107", "GSM4070108", "GSM4070109", "GSM4070110", "GSM4070111", "GSM4070112", "GSM4070113", "GSM4070114", "GSM4070115", "GSM4070116", "GSM4070117", "GSM4070118", "GSM4070119", "GSM4070120", "GSM4070121", "GSM4070122", "GSM4070123", "GSM4070124", "GSM4070125", "GSM4070126", "GSM4070127", "GSM4070128", "GSM4070129", "GSM4070130", "GSM4070131", "GSM4070132", "GSM4070133", "GSM4070134", "GSM4070135", "GSM4070136", "GSM4070137", "GSM4070138", "GSM4070139", "GSM4070140", "GSM4070141", "GSM4070142", "GSM4070143", "GSM4070144", "GSM4070145", "GSM4070146", "GSM4070147", "GSM4070148", "GSM4070149", "GSM4070150", "GSM4070151", "GSM4070152", "GSM4070153", "GSM4070154", "GSM4070155", "GSM4070156", "GSM4070157", "GSM4070158", "GSM4070159", "GSM4070160", "GSM4070161", "GSM4070162", "GSM4070163", "GSM4070164", "GSM4070165", "GSM4070166", "GSM4070167", "GSM4070168", "GSM4070169", "GSM4070170", "GSM4070171", "GSM4070172", "GSM4070173", "GSM4070174", "GSM4070175", "GSM4070176", "GSM4070177", "GSM4070178", "GSM4070179", "GSM4070180", "GSM4070181", "GSM4070182", "GSM4070183", "GSM4070184", "GSM4070185", "GSM4070186", "GSM4070187", "GSM4070188", "GSM4070189", "GSM4070190", "GSM4070191", "GSM4070192", "GSM4070193", "GSM4070194", "GSM4070195", "GSM4070196", "GSM4070197", "GSM4070198", "GSM4070199", "GSM4070200", "GSM4070201", "GSM4070202", "GSM4070203", "GSM4070204", "GSM4070205", "GSM4070206", "GSM4070207", "GSM4070208", "GSM4070209", "GSM4070210", "GSM4070211", "GSM4070212", "GSM4070213", "GSM4070214", "GSM4070215", "GSM4070216", "GSM4070217", "GSM4070218", "GSM4070219", "GSM4070220", "GSM4070221", "GSM4070222", "GSM4070223", "GSM4070224", "GSM4070225", "GSM4070226", "GSM4070227", "GSM4070228", "GSM4070229", "GSM4070230", "GSM4070231", "GSM4070232", "GSM4070233", "GSM4070234", "GSM4070235", "GSM4070236", "GSM4070237", "GSM4070238", "GSM4070239", "GSM4070240", "GSM4070241", "GSM4070242", "GSM4070243", "GSM4070244", "GSM4070245", "GSM4070246", "GSM4070247", "GSM4070248", "GSM4070249", "GSM4070250", "GSM4070251", "GSM4070252", "GSM4070253", "GSM4070254", "GSM4070255", "GSM4070256", "GSM4070257", "GSM4070258", "GSM4070259", "GSM4070260", "GSM4070261", "GSM4070262", "GSM4070263", "GSM4070264", "GSM4070265", "GSM4070266", "GSM4070267", "GSM4070268", "GSM4070269", "GSM4070270", "GSM4070271", "GSM4070272", "GSM4070273", "GSM4070274", "GSM4070275", "GSM4070276", "GSM4070277", "GSM4070278", "GSM4070279", "GSM4070280", "GSM4070281", "GSM4070282", "GSM4070283", "GSM4070284", "GSM4070285", "GSM4070286", "GSM4070287", "GSM4070288", "GSM4070289", "GSM4070290", "GSM4070291", "GSM4070292", "GSM4070293", "GSM4070294", "GSM4070295", "GSM4070296", "GSM4070297", "GSM4070298", "GSM4070299", "GSM4070300", "GSM4070301", "GSM4070302", "GSM4070303", "GSM4070304", "GSM4070305", "GSM4070306", "GSM4070307", "GSM4070308", "GSM4070309", "GSM4070310", "GSM4070311", "GSM4070312", "GSM4070313", "GSM4070314", "GSM4070315", "GSM4070316", "GSM4070317", "GSM4070318", "GSM4070319", "GSM4070320", "GSM4070321", "GSM4070322", "GSM4070323", "GSM4070324", "GSM4070325", "GSM4070326", "GSM4070327", "GSM4070328", "GSM4070329", "GSM4070330", "GSM4070331", "GSM4070332", "GSM4070333", "GSM4070334", "GSM4070335", "GSM4070336", "GSM4070337", "GSM4070338", "GSM4070339", "GSM4070340", "GSM4070341", "GSM4070342", "GSM4070343", "GSM4070344", "GSM4070345", "GSM4070346", "GSM4070347", "GSM4070348", "GSM4070349", "GSM4070350", "GSM4070351", "GSM4070352", "GSM4070353", "GSM4070354", "GSM4070355", "GSM4070356", "GSM4070357", "GSM4070358", "GSM4070359", "GSM4070360", "GSM4070361", "GSM4070362", "GSM4070363", "GSM4070364", "GSM4070365", "GSM4070366", "GSM4070367", "GSM4070368", "GSM4070369", "GSM4070370", "GSM4070371", "GSM4070372", "GSM4070373", "GSM4070374", "GSM4070375", "GSM4070376", "GSM4070377", "GSM4070378", "GSM4070379", "GSM4070380", "GSM4070381", "GSM4070382", "GSM4070383", "GSM4070384", "GSM4070385", "GSM4070386", "GSM4070387", "GSM4070388", "GSM4070389", "GSM4070390", "GSM4070391", "GSM4070392", "GSM4070393", "GSM4070394", "GSM4070395", "GSM4070396", "GSM4070397", "GSM4070398", "GSM4070399", "GSM4070400", "GSM4070401", "GSM4070402", "GSM4070403", "GSM4070404", "GSM4070405", "GSM4070406", "GSM4070407", "GSM4070408", "GSM4070409", "GSM4070410", "GSM4070411", "GSM4070412", "GSM4070413", "GSM4070414", "GSM4070415", "GSM4070416", "GSM4070417", "GSM4070418", "GSM4070419", "GSM4070420", "GSM4070421", "GSM4070422", "GSM4070423", "GSM4070424", "GSM4070425", "GSM4070426", "GSM4070427", "GSM4070428", "GSM4070429", "GSM4070430", "GSM4070431", "GSM4070432", "GSM4070433", "GSM4070434", "GSM4070435", "GSM4070436", "GSM4070437", "GSM4070438", "GSM4070439", "GSM4070440", "GSM4070441", "GSM4070442", "GSM4070443", "GSM4070444", "GSM4070445", "GSM4070446", "GSM4070447", "GSM4070448", "GSM4070449", "GSM4070450", "GSM4070451", "GSM4070452", "GSM4070453", "GSM4070454", "GSM4070455", "GSM4070456", "GSM4070457", "GSM4070458", "GSM4070459", "GSM4070460", "GSM4070461", "GSM4070462", "GSM4070463", "GSM4070464", "GSM4070465", "GSM4070466", "GSM4070467", "GSM4070468", "GSM4070469", "GSM4070470", "GSM4070471", "GSM4070472", "GSM4070473", "GSM4070474", "GSM4070475", "GSM4070476", "GSM4070477", "GSM4070478", "GSM4070479", "GSM4070480", "GSM4070481", "GSM4070482", "GSM4070483", "GSM4070484", "GSM4070485", "GSM4070486", "GSM4070487", "GSM4070488", "GSM4070489", "GSM4070490", "GSM4070491", "GSM4070492", "GSM4070493", "GSM4070494", "GSM4070495", "GSM4070496", "GSM4070497", "GSM4070498", "GSM4070499", "GSM4070500", "GSM4070501", "GSM4070502", "GSM4070503", "GSM4070504", "GSM4070505", "GSM4070506", "GSM4070507", "GSM4070508", "GSM4070509", "GSM4070510", "GSM4070511", "GSM4070512", "GSM4070513", "GSM4070514", "GSM4070515", "GSM4070516", "GSM4070517", "GSM4070518", "GSM4070519", "GSM4070520", "GSM4070521", "GSM4070522", "GSM4070523", "GSM4070524", "GSM4070525", "GSM4070526", "GSM4070527", "GSM4070528", "GSM4070529", "GSM4070530", "GSM4070531", "GSM4070532", "GSM4070533", "GSM4070534", "GSM4070535", "GSM4070536", "GSM4070537", "GSM4070538", "GSM4070539", "GSM4070540", "GSM4070541", "GSM4070542", "GSM4070543", "GSM4070544", "GSM4070545", "GSM4070546", "GSM4070547", "GSM4070548", "GSM4070549", "GSM4070550", "GSM4070551", "GSM4070552", "GSM4070553", "GSM4070554", "GSM4070555", "GSM4070556", "GSM4070557", "GSM4070558", "GSM4070559", "GSM4070560", "GSM4070561", "GSM4070562", "GSM4070563", "GSM4070564", "GSM4070565", "GSM4070566", "GSM4070567", "GSM4070568", "GSM4070569", "GSM4070570", "GSM4070571", "GSM4070572", "GSM4070573", "GSM4070574", "GSM4070575", "GSM4070576", "GSM4070577", "GSM4070578", "GSM4070579", "GSM4070580", "GSM4070581", "GSM4070582", "GSM4070583", "GSM4070584", "GSM4070585", "GSM4070586", "GSM4070587", "GSM4070588", "GSM4070589", "GSM4070590", "GSM4070591", "GSM4070592", "GSM4070593", "GSM4070594", "GSM4070595", "GSM4070596", "GSM4070597", "GSM4070598", "GSM4070599", "GSM4070600", "GSM4070601", "GSM4070602", "GSM4070603", "GSM4070604", "GSM4070605", "GSM4070606", "GSM4070607", "GSM4070608", "GSM4070609", "GSM4070610", "GSM4070611", "GSM4070612", "GSM4070613", "GSM4070614", "GSM4070615", "GSM4070616", "GSM4070617", "GSM4070618", "GSM4070619", "GSM4070620", "GSM4070621", "GSM4070622", "GSM4070623", "GSM4070624", "GSM4070625", "GSM4070626", "GSM4070627", "GSM4070628", "GSM4070629", "GSM4070630", "GSM4070631", "GSM4070632", "GSM4070633", "GSM4070634", "GSM4070635", "GSM4070636", "GSM4070637", "GSM4070638", "GSM4070639", "GSM4070640", "GSM4070641", "GSM4070642", "GSM4070643", "GSM4070644", "GSM4070645", "GSM4070646", "GSM4070647", "GSM4070648", "GSM4070649", "GSM4070650", "GSM4070651", "GSM4070652", "GSM4070653", "GSM4070654", "GSM4070655", "GSM4070656", "GSM4070657", "GSM4070658", "GSM4070659", "GSM4070660", "GSM4070661", "GSM4070662", "GSM4070663", "GSM4070664", "GSM4070665", "GSM4070666", "GSM4070667", "GSM4070668", "GSM4070669", "GSM4070670", "GSM4070671", "GSM4070672", "GSM4070673", "GSM4070674", "GSM4070675", "GSM4070676", "GSM4070677", "GSM4070678", "GSM4070679", "GSM4070680", "GSM4070681", "GSM4070682", "GSM4070683", "GSM4070684", "GSM4070685", "GSM4070686", "GSM4070687", "GSM4070688", "GSM4070689", "GSM4070690", "GSM4070691", "GSM4070692", "GSM4070693", "GSM4070694", "GSM4070695", "GSM4070696", "GSM4070697", "GSM4070698", "GSM4070699", "GSM4070700", "GSM4070701", "GSM4070702", "GSM4070703", "GSM4070704", "GSM4070705", "GSM4070706", "GSM4070707", "GSM4070708", "GSM4070709", "GSM4070710", "GSM4070711", "GSM4070712", "GSM4070713", "GSM4070714", "GSM4070715", "GSM4070716", "GSM4070717", "GSM4070718", "GSM4070719", "GSM4070720", "GSM4070721", "GSM4070722", "GSM4070723", "GSM4070724", "GSM4070725", "GSM4070726", "GSM4070727", "GSM4070728", "GSM4070729", "GSM4070730", "GSM4070731", "GSM4070732", "GSM4070733", "GSM4070734", "GSM4070735", "GSM4070736", "GSM4070737", "GSM4070738", "GSM4070739", "GSM4070740", "GSM4070741", "GSM4070742", "GSM4070743", "GSM4070744", "GSM4070745", "GSM4070746", "GSM4070747", "GSM4070748", "GSM4070749", "GSM4070750", "GSM4070751", "GSM4070752", "GSM4070753", "GSM4070754", "GSM4070755", "GSM4070756", "GSM4070757", "GSM4070758", "GSM4070759", "GSM4070760", "GSM4070761", "GSM4070762", "GSM4070763", "GSM4070764", "GSM4070765", "GSM4070766", "GSM4070767", "GSM4070768", "GSM4070769", "GSM4070770", "GSM4070771", "GSM4070772", "GSM4070773", "GSM4070774", "GSM4070775", "GSM4070776", "GSM4070777", "GSM4070778", "GSM4070779", "GSM4070780", "GSM4070781", "GSM4070782", "GSM4070783", "GSM4070784", "GSM4070785", "GSM4070786", "GSM4070787", "GSM4070788", "GSM4070789", "GSM4070790", "GSM4070791", "GSM4070792", "GSM4070793", "GSM4070794", "GSM4070795", "GSM4070796", "GSM4070797", "GSM4070798", "GSM4070799", "GSM4070800", "GSM4070801", "GSM4070802", "GSM4070803", "GSM4070804", "GSM4070805", "GSM4070806", "GSM4070807", "GSM4070808", "GSM4070809", "GSM4070810", "GSM4070811", "GSM4070812", "GSM4070813", "GSM4070814", "GSM4070815", "GSM4070816", "GSM4070817", "GSM4070818", "GSM4070819", "GSM4070820", "GSM4070821", "GSM4070822", "GSM4070823", "GSM4070824", "GSM4070825", "GSM4070826", "GSM4070827", "GSM4070828", "GSM4070829", "GSM4070830", "GSM4070831", "GSM4070832", "GSM4070833", "GSM4070834", "GSM4070835", "GSM4070836", "GSM4070837", "GSM4070838", "GSM4070839", "GSM4070840", "GSM4070841", "GSM4070842", "GSM4070843", "GSM4070844", "GSM4070845", "GSM4070846", "GSM4070847", "GSM4070848", "GSM4070849", "GSM4070850", "GSM4070851", "GSM4070852", "GSM4070853", "GSM4070854", "GSM4070855", "GSM4070856", "GSM4070857", "GSM4070858", "GSM4070859", "GSM4070860", "GSM4070861", "GSM4070862", "GSM4070863", "GSM4070864", "GSM4070865", "GSM4070866", "GSM4070867", "GSM4070868", "GSM4070869", "GSM4070870", "GSM4070871", "GSM4070872", "GSM4070873", "GSM4070874", "GSM4070875", "GSM4070876", "GSM4070877", "GSM4070878", "GSM4070879", "GSM4070880", "GSM4070881", "GSM4070882", "GSM4070883", "GSM4070884", "GSM4070885", "GSM4070886", "GSM4070887", "GSM4070888", "GSM4070889", "GSM4070890", "GSM4070891", "GSM4070892", "GSM4070893", "GSM4070894", "GSM4070895", "GSM4070896", "GSM4070897", "GSM4070898", "GSM4070899", "GSM4070900", "GSM4070901", "GSM4070902", "GSM4070903", "GSM4070904", "GSM4070905", "GSM4070906", "GSM4070907", "GSM4070908", "GSM4070909", "GSM4070910", "GSM4070911", "GSM4070912", "GSM4070913", "GSM4070914", "GSM4070915", "GSM4070916", "GSM4070917", "GSM4070918", "GSM4070919", "GSM4070920", "GSM4070921", "GSM4070922", "GSM4070923", "GSM4070924", "GSM4070925", "GSM4070926", "GSM4070927", "GSM4070928", "GSM4070929", "GSM4070930", "GSM4070931", "GSM4070932", "GSM4070933", "GSM4070934", "GSM4070935", "GSM4070936", "GSM4070937", "GSM4070938", "GSM4070939", "GSM4070940", "GSM4070941", "GSM4070942", "GSM4070943", "GSM4070944", "GSM4070945", "GSM4070946", "GSM4070947", "GSM4070948", "GSM4070949", "GSM4070950", "GSM4070951", "GSM4070952", "GSM4070953", "GSM4070954", "GSM4070955", "GSM4070956", "GSM4070957", "GSM4070958", "GSM4070959", "GSM4070960", "GSM4070961", "GSM4070962", "GSM4070963", "GSM4070964", "GSM4070965", "GSM4070966", "GSM4070967", "GSM4070968", "GSM4070969", "GSM4070970", "GSM4070971", "GSM4070972", "GSM4070973", "GSM4070974", "GSM4070975", "GSM4070976", "GSM4070977", "GSM4070978", "GSM4070979", "GSM4070980", "GSM4070981", "GSM4070982", "GSM4070983", "GSM4070984", "GSM4070985", "GSM4070986", "GSM4070987", "GSM4070988", "GSM4070989", "GSM4070990", "GSM4070991", "GSM4070992", 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The physical bench the paper used is not, so a physical validation cannot be run here."}, "data": {"tier": "R1", "reachable": true, "accessions": ["GSE24709", "GSE31568", "GSE61741", "GSE20189", "GSE17681", "GSE137140"], "resolved_accessions": ["GSE24709", "GSE31568", "GSE61741", "GSE20189", "GSE17681", "GSE137140"], "statements": ["In the study, the Gene Expression Omnibus database was used to download microarray datasets (GSE24709, GSE61741, GSE31568, GSE20189, GSE17681, GSE137140) about miRNA and mRNA microarray datasets (https://www.ncbi.nlm.nih.gov/geo/).The datasets generated and analyzed during this study are available in the TCGA database (https://portal.gdc.cancer.gov)."], "basis": "The paper names GSE24709, GSE31568, GSE61741, GSE20189, GSE17681, GSE137140 in Gene Expression Omnibus (GEO) and the accession resolves in the repository. No dataset was downloaded and no licence was read."}}, "can_run": {"dsl_operations": ["normalise_counts", "differential_expression_fit", "fdr_bh"], "assets": ["source:pmid:35313857", "data:geo:GSE137140"], "steps": ["run_analysis"]}, "must_build": {"dsl_operations": [], "converters": [], "readers": [], "capabilities": [], "data_gaps": ["data:geo:GSE137140"]}, "gaps": []}, "review": {"state": "partial", "machine_critique": {"kind": "extraction_review", "reader": {"model": "MiniMax-M3.1-Flash", "provider": "minimax", "provider_family": "minimax", "read_at": "2026-11-01T17:38:58Z", "independence": "single_reader"}, "evidence_check": {"method": "verbatim", "availability": "verbatim"}, "calls": 5, "usage": {"prompt_tokens": 13339, "completion_tokens": 2593, "cached_tokens": 256}}, "human_critique": null, "stages": [{"id": "extraction", "state": "complete", "reader": "MiniMax-M3.1-Flash", "provider": "minimax"}], "gaps": ["review.independent_reader", "review.machine_critique", "review.human_critique"]}, "execution": {"state": "absent", "status": "not_run", "mode": null, "runs": [], "gaps": ["execution.not_run"]}, "provenance": {"entities": [{"id": "pmid:35313857", "type": "paper", "label": "pmid:35313857"}, {"id": "source:pmid:35313857", "type": "manuscript", "label": "PMID 35313857 full text"}, {"id": "data:geo:GSE137140", "type": "dataset", "label": "GEO GSE137140"}], "activities": [{"id": "activity-reading-sci-2026-11-01", "type": "classification", "used": [{"id": "pmid:35313857", "type": "paper", "label": "pmid:35313857"}, {"id": "source:pmid:35313857", "type": "manuscript", "label": "PMID 35313857 full text"}, {"id": "data:geo:GSE137140", "type": "dataset", "label": "GEO GSE137140"}], "agent": "agent:corpus-assay-engine"}, {"id": "activity-read-35313857", "type": "extraction", "used": ["source:pmid:35313857"], "agent": "agent:minimax-reader"}, {"id": "activity-resolve-GSE137140", "type": "accession_resolution", "used": ["data:geo:GSE137140"], "agent": "agent:corpus-assay-engine"}], "agents": [{"id": "agent:corpus-assay-engine", "type": "software", "label": "Corpus assay engine"}, {"id": "agent:minimax-reader", "type": "software", "label": "MiniMax literature reader"}], "source_run_id": "reading-sci-2026-11-01", "dsl_catalogue_fingerprint": "343fb30756ba6ec3", "capability_table_fingerprint": "2cb3e42f047d2ecf", "snapshot_id": "ba34b49490d9bfaf"}, "lineage": {"parent_id": "pmid:35313857", "parent_hash": "sha256:7b864c5e78144103f78d31f5c566b4855fb9b66da036794bfde59391091cf9a5", "fork_of": null, "generation": 4}, "gaps": ["asset:data:geo:GSE137140 licence not read", "asset:data:geo:GSE137140 not downloaded", "asset:data:geo:GSE17681 licence not read", "asset:data:geo:GSE17681 not downloaded", "asset:data:geo:GSE20189 licence not read", "asset:data:geo:GSE20189 not downloaded", "asset:data:geo:GSE24709 licence not read", "asset:data:geo:GSE24709 not downloaded", "asset:data:geo:GSE31568 licence not read", "asset:data:geo:GSE31568 not downloaded", "asset:data:geo:GSE61741 licence not read", "asset:data:geo:GSE61741 not downloaded", "execution.not_run", "review.human_critique", "review.independent_reader", "review.machine_critique"], "assays": [{"role": "data_generation", "definition_id": "microarray", "definition_version": "99e1195c7d6f", "definition_digest": null, "required_operations": [], "support_state": "partial", "source_hashes": {"assay_lexicon": "99e1195c7d6f"}, "confidence": 0.99, "evidence": ["Omnibus (GEO) database was used to download microarray datasets, and the differentially expressed m", "This dataset, based on the GPL571 platform (Affymetrix Human Genome U133A 2.0 Array), contained 81"], "order_basis": "paper_text_order:509", "id": "assay:1"}, {"role": "analysis", "definition_id": "differential_expression", "definition_version": "f2132e96ae6c7a4e", "definition_digest": null, "required_operations": ["normalise_counts", "differential_expression_fit", "fdr_bh"], "support_state": "supported", "source_hashes": {"dsl_catalogue": "f2132e96ae6c7a4e"}, "confidence": 1.0, "evidence": ["The limma package (3.40.6) was used to compare and screen differentially expressed miRNAs (DEMs) between lung cancer patients and healthy groups and to make corresponding thermograms and volcano maps."], "order_basis": "consumes_earlier_output", "id": "assay:2"}]}