The DOI matches its Crossref record; 6 of the 6 references it cites were found in a registry or an index.
STK11/LKB1 Loss of Function Is Associated with Global DNA Hypomethylation and S -Adenosyl-Methionine Depletion in Human Lung Adenocarcinoma
Open accessPublished version of a preprint
Abstract
STK11 (liver kinase B1, LKB1) is the fourth most frequently mutated gene in lung adenocarcinoma, with loss of function observed in up to 30% of all cases. Our previous work identified a 16-gene signature for LKB1 loss of function through mutational and nonmutational mechanisms. In this study, we applied this genetic signature to The Cancer Genome Atlas (TCGA) lung adenocarcinoma samples and discovered a novel association between LKB1 loss and widespread DNA demethylation. LKB1-deficient tumors showed depletion of S-adenosyl-methionine (SAM-e), which is the primary substrate for DNMT1 activity. Lower methylation following LKB1 loss involved repetitive elements (RE) and altered RE transcription, as well as decreased sensitivity to azacytidine. Demethylated CpGs were enriched for FOXA family consensus binding sites, and nuclear expression, localization, and turnover of FOXA was dependent upon LKB1. Overall, these findings demonstrate that a large number of lung adenocarcinomas exhibit global hypomethylation driven by LKB1 loss, which has implications for both epigenetic therapy and immunotherapy in these cancers. Significance: Lung adenocarcinomas with LKB1 loss demonstrate global genomic hypomethylation associated with depletion of SAM-e, reduced expression of DNMT1, and increased transcription of repetitive elements.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Lung adenocarcinomas with STK11 loss have an altered epigenetic profile.
“Lung adenocarcinomas with STK11 loss have also been shown to have an altered epigenetic profile (11).”
From TNG260 Is a Small-Molecule CoREST Inhibitor That Sensitizes STK11 -Mutant Tumors to Anti–PD-1 Immunotherapy (2025) · cites this paper as [11]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Du, P., Zhang, X., Huang, C.-C., Jafari, N., Kibbe, W. A., Hou, L., & Lin, S. M. (2010) · BMC Bioinformatics · doi:10.1186/1471-2105-11-587 · Cited by 2,136
Chiappinelli, K. B., Strissel, P. L., Desrichard, A., Li, H., Henke, C., Akman, B., Hein, A., Rote, N. S., Cope, L. M., Snyder, A., et al. (2015) · Cell · doi:10.1016/j.cell.2015.07.011 · Cited by 2,022
LKB1 modulates lung cancer differentiation and metastasis
Ji, H., Ramsey, M. R., Hayes, D. N., Fan, C., McNamara, K., Kozlowski, P., Torrice, C., Wu, M. C., Shimamura, T., Perera, S. A., et al. (2007) · Nature · doi:10.1038/nature06030 · Cited by 1,064
Forkhead box proteins: tuning forks for transcriptional harmony.
Lam, E. W.-F., Brosens, J. J., Gomes, A. R., & Koo, C.-Y. (2013) · Nature Reviews Cancer · doi:10.1038/nrc3539 · Cited by 684
LKB1 loss links serine metabolism to DNA methylation and tumorigenesis
Kottakis, F., Nicolay, B. N., Roumane, A., Karnik, R., Gu, H., Nagle, J. M., Boukhali, M., Hayward, M. C., Li, Y. Y., Chen, T., et al. (2016) · Nature · doi:10.1038/nature20132 · Cited by 348
Lkb1 inactivation drives lung cancer lineage switching governed by Polycomb Repressive Complex 2
Zhang, H., Fillmore Brainson, C., Koyama, S., Redig, A. J., Chen, T., Li, S., Gupta, M., Garcia-de-Alba, C., Paschini, M., Herter-Sprie, G. S., et al. (2017) · Nature Communications · doi:10.1038/ncomms14922 · Cited by 127
Flagged first, then by citations
Research works printed but not linked: 39
- Han, 2013, LKB1/AMPK/mTOR signaling pathway in non-small-cell lung cancer, Asian Pac J Cancer Prev, 14, 4033, 10.7314/APJCP.2013.14.7.4033 · DOI
- Herrmann, 2011, Liver kinase B1 (LKB1) in the pathogenesis of epithelial cancers, Cancer Lett, 306, 1, 10.1016/j.canlet.2011.01.014 · DOI
- Gao, 2011, LKB1 in lung cancerigenesis: a serine/threonine kinase as tumor suppressor, Protein Cell, 2, 99, 10.1007/s13238-011-1021-6 · DOI
- Marcus, 2010, LKB1 regulated pathways in lung cancer invasion and metastasis, J Thorac Oncol, 5, 1883, 10.1097/JTO.0b013e3181fbc28a · DOI
- Sanchez-Cespedes, 2002, Inactivation of LKB1/STK11 is a common event in adenocarcinomas of the lung, Cancer Res, 62, 3659
- Ding, 2008, Somatic mutations affect key pathways in lung adenocarcinoma, Nature, 455, 1069, 10.1038/nature07423 · DOI · Paper page
- Collisson, 2014, Comprehensive molecular profiling of lung adenocarcinoma, Nature, 511, 543, 10.1038/nature13385 · DOI · Paper page
- Alessi, 2006, LKB1-dependent signaling pathways, Annu Rev Biochem, 75, 137, 10.1146/annurev.biochem.75.103004.142702 · DOI
- Hezel, 2008, LKB1; linking cell structure and tumor suppression, Oncogene, 27, 6908, 10.1038/onc.2008.342 · DOI
- Shackelford, 2009, The LKB1-AMPK pathway: metabolism and growth control in tumour suppression, Nat Rev Cancer, 9, 563, 10.1038/nrc2676 · DOI · Paper page
- Skoulidis, 2017, STK11/LKB1 co-mutations to predict for de novo resistance to PD-1/PD-L1 axis blockade in KRAS-mutant lung adenocarcinoma, J Clin Oncol, 35, 9016, 10.1200/JCO.2017.35.15_suppl.9016 · DOI
- Skoulidis, 2017, STK11/LKB1 Loss of function genomic alterations predict primary resistance to PD-1/PD-L1 axis blockade in KRAS-mutant NSCLC, 10.1016/j.jtho.2017.09.479 · DOI
- Kaufman, 2014, LKB1 Loss induces characteristic patterns of gene expression in human tumors associated with NRF2 activation and attenuation of PI3K-AKT, J Thorac Oncol, 9, 794, 10.1097/JTO.0000000000000173 · DOI · Paper page
- Robertson, 2000, DNMT1 forms a complex with Rb, E2F1 and HDAC1 and represses transcription from E2F-responsive promoters, Nat Genet, 25, 338, 10.1038/77124 · DOI · Paper page
- Novakovic, 2010, DNA methylation-mediated down-regulation of DNA methyltransferase-1 (DNMT1) is coincident with, but not essential for, global hypomethylation in human placenta, J Biol Chem, 285, 9583, 10.1074/jbc.M109.064956 · DOI
- Okano, 1999, DNA methyltransferases Dnmt3a and Dnmt3b are essential for de novo methylation and mammalian development, Cell, 99, 247, 10.1016/S0092-8674(00)81656-6 · DOI · Paper page
- Kim, 2002, Co-operation and communication between the human maintenance and de novo DNA (cytosine-5) methyltransferases, EMBO J, 21, 4183, 10.1093/emboj/cdf401 · DOI
- Detich, 2003, The methyl donor S-adenosylmethionine inhibits active demethylation of DNA: a candidate novel mechanism for the pharmacological effects of S-adenosylmethionine, J Biol Chem, 278, 20812, 10.1074/jbc.M211813200 · DOI
- Chiang, 1996, S-Adenosylmethionine and methylation, FASEB J, 10, 471, 10.1096/fasebj.10.4.8647346 · DOI
- Stresemann, 2008, Modes of action of the DNA methyltransferase inhibitors azacytidine and decitabine, Int J Cancer, 123, 8, 10.1002/ijc.23607 · DOI
- Kitajima, 2018, Suppression of STING associated with LKB1 loss in KRAS-driven lung cancer, Cancer Discov, 9, 34, 10.1158/2159-8290.CD-18-0689 · DOI · Paper page
- Brocks, 2017, DNMT and HDAC inhibitors induce cryptic transcription start sites encoded in long terminal repeats, Nat Genet, 49, 1052, 10.1038/ng.3889 · DOI · Paper page
- Roulois, 2015, DNA-demethylating agents target colorectal cancer cells by inducing viral mimicry by endogenous transcripts, Cell, 162, 961, 10.1016/j.cell.2015.07.056 · DOI · Paper page
- Wilhelm-Benartzi, 2013, Review of processing and analysis methods for DNA methylation array data, Br J Cancer, 109, 1394, 10.1038/bjc.2013.496 · DOI
- Heinz, 2010, Simple combinations of lineage-determining transcription factors prime cis-regulatory elements required for macrophage and B cell identities, Mol Cell, 38, 576, 10.1016/j.molcel.2010.05.004 · DOI · Paper page
- Navarro, 2019, TeXP: deconvolving the effects of pervasive and autonomous transcription of transposable elements, PLoS Comput Biol, 15, e1007293, 10.1371/journal.pcbi.1007293 · DOI
- Kaufman, 2017, A transcriptional signature identifies LKB1 functional status as a novel determinant of MEK sensitivity in lung adenocarcinoma, Cancer Res, 77, 153, 10.1158/0008-5472.CAN-16-1639 · DOI
- Ran, 2013, Genome engineering using the CRISPR-Cas9 system, Nat Protoc, 8, 2281, 10.1038/nprot.2013.143 · DOI · Paper page
- Huang, 1995, Image thresholding by minimizing the measures of fuzziness, Pattern Recognit, 28, 41, 10.1016/0031-3203(94)E0043-K · DOI
- Ehrich, 2005, Quantitative high-throughput analysis of DNA methylation patterns by base-specific cleavage and mass spectrometry, Proc Natl Acad Sci U S A, 102, 15785, 10.1073/pnas.0507816102 · DOI
- Li, 2013, Predicting network activity from high throughput metabolomics, PLoS Comput Biol, 9, e1003123, 10.1371/journal.pcbi.1003123 · DOI
- Vidal, 2017, A DNA methylation map of human cancer at single base-pair resolution, Oncogene, 36, 5648, 10.1038/onc.2017.176 · DOI
- Selamat, 2012, Genome-scale analysis of DNA methylation in lung adenocarcinoma and integration with mRNA expression, Genome Res, 22, 1197, 10.1101/gr.132662.111 · DOI
- Toyooka, 2006, Mutational and epigenetic evidence for independent pathways for lung adenocarcinomas arising in smokers and never smokers, Cancer Res, 66, 1371, 10.1158/0008-5472.CAN-05-2625 · DOI
- Ogino, 2006, CpG island methylator phenotype-low (CIMP-low) in colorectal cancer: possible associations with male sex and KRAS mutations, J Mol Diagn, 8, 582, 10.2353/jmoldx.2006.060082 · DOI
- Ulanovskaya, 2013, NNMT promotes epigenetic remodeling in cancer by creating a metabolic methylation sink, Nat Chem Biol, 9, 300, 10.1038/nchembio.1204 · DOI
- Diakiw, 2013, The double life of KLF5: opposing roles in regulation of gene-expression, cellular function, and transformation, IUBMB Life, 65, 999, 10.1002/iub.1233 · DOI
- Wang, 2014, Dynamic CCAAT/enhancer binding protein-associated changes of DNA methylation in the angiotensinogen gene, Hypertension, 63, 281, 10.1161/HYPERTENSIONAHA.113.02303 · DOI
- van Gent, 2014, SIRT1 mediates FOXA2 breakdown by deacetylation in a nutrient-dependent manner, PLoS One, 9, e98438, 10.1371/journal.pone.0098438 · DOI
Cited by
Sorted by citations
Ahronian, L. G., Sahu, S., Zhang, M., Patel, A. S., Geng, K., Bhattacharya, R., Falchook, G. S., Goldman, J. W., Spira, A. I., Punekar, S. R., et al. (2025) · Cancer Research · doi:10.1158/0008-5472.can-25-0998 · Cited by 9
“Lung adenocarcinomas with STK11 loss have also been shown to have an altered epigenetic profile (11).”
Metadata
- Authors
- Koenig, M. J., Agana, B. A., Kaufman, J. M., Sharpnack, M. F., Wang, W. Z., Weigel, C., Navarro, F. C. P., Amann, J. M., Cacciato, N., Arasada, R. R., Gerstein, M. B., Wysocki, V. H., Oakes, C., & Carbone, D. P.
- Affiliations
- The Ohio State University (US)
- Duke University (US)
- 4Program in Computational Biology and Bioinformatics, Yale University, New Haven, Connecticut.
- Yale University (US)
- Corresponding author
- Carbone, David P.
- ORCID
- Venue
- Cancer Research
- Published
- 2021-05-27
- Volume
- 81
- Issue
- 16
- Pages
- 4194-4204
- ISSN
- 0008-5472 (ISSN-L)
- 1538-7445
- PMC
- PMC8373682
- OpenAlex
- W3164877040
- Cited by
- 18
- References
- 6
- Citations by year
- 2026: 3 · 2025: 8 · 2024: 4 · 2023: 2 · 2022: 1
- FWCI
- 0.55
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Cancer Research (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- NIH (UG1 CA233259, P30 CA016058, S10 OD018056)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Epigenetics and DNA Methylation
- Health Sciences › Medicine › Pulmonary and Respiratory Medicine › Lung Cancer Treatments and Mutations
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Chromatin Remodeling and Cancer
- Keywords
- STK11, LKB1, lung adenocarcinoma, DNA hypomethylation, global DNA demethylation, DNMT1, repetitive elements, FoxA, epigenetic therapy, immunotherapy, loss of function
- MeSH terms
- AMP-Activated Protein Kinase Kinases, Adenocarcinoma, Cell Line, Cell Survival, Humans, Lung Neoplasms, Methionine, Mutation, Genes, ras, Repetitive Sequences, Nucleic Acid, S-Adenosylmethionine, Cluster Analysis, Proto-Oncogene Proteins p21(ras), CpG Islands, DNA Methylation, Computational Biology, Oligonucleotide Array Sequence Analysis, Databases, Genetic, Epigenesis, Genetic
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review