General Information of Drug Off-Target (DOT) (ID: OTVNU9D9)

DOT Name Deleted in malignant brain tumors 1 protein (DMBT1)
Synonyms Glycoprotein 340; Gp-340; Hensin; Salivary agglutinin; SAG; Surfactant pulmonary-associated D-binding protein
Gene Name DMBT1
Related Disease
Esophageal cancer ( )
Adenocarcinoma ( )
Adenoma ( )
Advanced cancer ( )
Anaplastic astrocytoma ( )
Bladder cancer ( )
Brain neoplasm ( )
Breast cancer ( )
Breast carcinoma ( )
Breast neoplasm ( )
Carcinoma ( )
Cholangiocarcinoma ( )
Chromosomal disorder ( )
Colon cancer ( )
Colonic neoplasm ( )
Crohn disease ( )
Familial adenomatous polyposis ( )
Gallbladder carcinoma ( )
Glioma ( )
Hepatitis ( )
Hepatitis A virus infection ( )
Hepatitis B virus infection ( )
Hepatocellular carcinoma ( )
leukaemia ( )
Leukemia ( )
Liver cirrhosis ( )
Malignant glioma ( )
Medulloblastoma ( )
Nasal polyp ( )
Neuroblastoma ( )
Skin cancer ( )
Squamous cell carcinoma ( )
Systemic lupus erythematosus ( )
Thyroid gland carcinoma ( )
Urinary bladder cancer ( )
Urinary bladder neoplasm ( )
Ulcerative colitis ( )
Astrocytoma ( )
Colitis ( )
Inflammatory bowel disease ( )
Neuroendocrine neoplasm ( )
Non-insulin dependent diabetes ( )
Non-small-cell lung cancer ( )
Pheochromocytoma ( )
Primary biliary cholangitis ( )
Prostate cancer ( )
Prostate carcinoma ( )
Small-cell lung cancer ( )
UniProt ID
DMBT1_HUMAN
3D Structure
Download
2D Sequence (FASTA)
Download
3D Structure (PDB)
Download
PDB ID
6SA4; 6SA5; 6SAN
Pfam ID
PF00431 ; PF00530 ; PF00100
Sequence
MGISTVILEMCLLWGQVLSTGGWIPRTTDYASLIPSEVPLDPTVAEGSPFPSESTLESTV
AEGSPISLESTLESTVAEGSLIPSESTLESTVAEGSDSGLALRLVNGDGRCQGRVEILYR
GSWGTVCDDSWDTNDANVVCRQLGCGWAMSAPGNAWFGQGSGPIALDDVRCSGHESYLWS
CPHNGWLSHNCGHGEDAGVICSAAQPQSTLRPESWPVRISPPVPTEGSESSLALRLVNGG
DRCRGRVEVLYRGSWGTVCDDYWDTNDANVVCRQLGCGWAMSAPGNAQFGQGSGPIVLDD
VRCSGHESYLWSCPHNGWLTHNCGHSEDAGVICSAPQSRPTPSPDTWPTSHASTAGPESS
LALRLVNGGDRCQGRVEVLYRGSWGTVCDDSWDTSDANVVCRQLGCGWATSAPGNARFGQ
GSGPIVLDDVRCSGYESYLWSCPHNGWLSHNCQHSEDAGVICSAAHSWSTPSPDTLPTIT
LPASTVGSESSLALRLVNGGDRCQGRVEVLYRGSWGTVCDDSWDTNDANVVCRQLGCGWA
MLAPGNARFGQGSGPIVLDDVRCSGNESYLWSCPHNGWLSHNCGHSEDAGVICSGPESSL
ALRLVNGGDRCQGRVEVLYRGSWGTVCDDSWDTNDANVVCRQLGCGWATSAPGNARFGQG
SGPIVLDDVRCSGHESYLWSCPNNGWLSHNCGHHEDAGVICSAAQSRSTPRPDTLSTITL
PPSTVGSESSLTLRLVNGSDRCQGRVEVLYRGSWGTVCDDSWDTNDANVVCRQLGCGWAT
SAPGNARFGQGSGPIVLDDVRCSGHESYLWSCPHNGWLSHNCGHHEDAGVICSVSQSRPT
PSPDTWPTSHASTAGPESSLALRLVNGGDRCQGRVEVLYRGSWGTVCDDSWDTSDANVVC
RQLGCGWATSAPGNARFGQGSGPIVLDDVRCSGYESYLWSCPHNGWLSHNCQHSEDAGVI
CSAAHSWSTPSPDTLPTITLPASTVGSESSLALRLVNGGDRCQGRVEVLYQGSWGTVCDD
SWDTNDANVVCRQLGCGWAMSAPGNARFGQGSGPIVLDDVRCSGHESYLWSCPHNGWLSH
NCGHSEDAGVICSASQSRPTPSPDTWPTSHASTAGSESSLALRLVNGGDRCQGRVEVLYR
GSWGTVCDDYWDTNDANVVCRQLGCGWAMSAPGNARFGQGSGPIVLDDVRCSGHESYLWS
CPHNGWLSHNCGHHEDAGVICSASQSQPTPSPDTWPTSHASTAGSESSLALRLVNGGDRC
QGRVEVLYRGSWGTVCDDYWDTNDANVVCRQLGCGWATSAPGNARFGQGSGPIVLDDVRC
SGHESYLWSCPHNGWLSHNCGHHEDAGVICSASQSQPTPSPDTWPTSHASTAGSESSLAL
RLVNGGDRCQGRVEVLYRGSWGTVCDDYWDTNDANVVCRQLGCGWATSAPGNARFGQGSG
PIVLDDVRCSGHESYLWSCPHNGWLSHNCGHHEDAGVICSASQSQPTPSPDTWPTSRAST
AGSESTLALRLVNGGDRCRGRVEVLYQGSWGTVCDDYWDTNDANVVCRQLGCGWAMSAPG
NAQFGQGSGPIVLDDVRCSGHESYLWSCPHNGWLSHNCGHHEDAGVICSAAQSQSTPRPD
TWLTTNLPALTVGSESSLALRLVNGGDRCRGRVEVLYRGSWGTVCDDSWDTNDANVVCRQ
LGCGWAMSAPGNARFGQGSGPIVLDDVRCSGNESYLWSCPHKGWLTHNCGHHEDAGVICS
ATQINSTTTDWWHPTTTTTARPSSNCGGFLFYASGTFSSPSYPAYYPNNAKCVWEIEVNS
GYRINLGFSNLKLEAHHNCSFDYVEIFDGSLNSSLLLGKICNDTRQIFTSSYNRMTIHFR
SDISFQNTGFLAWYNSFPSDATLRLVNLNSSYGLCAGRVEIYHGGTWGTVCDDSWTIQEA
EVVCRQLGCGRAVSALGNAYFGSGSGPITLDDVECSGTESTLWQCRNRGWFSHNCNHRED
AGVICSGNHLSTPAPFLNITRPNTDYSCGGFLSQPSGDFSSPFYPGNYPNNAKCVWDIEV
QNNYRVTVIFRDVQLEGGCNYDYIEVFDGPYRSSPLIARVCDGARGSFTSSSNFMSIRFI
SDHSITRRGFRAEYYSSPSNDSTNLLCLPNHMQASVSRSYLQSLGFSASDLVISTWNGYY
ECRPQITPNLVIFTIPYSGCGTFKQADNDTIDYSNFLTAAVSGGIIKRRTDLRIHVSCRM
LQNTWVDTMYIANDTIHVANNTIQVEEVQYGNFDVNISFYTSSSFLYPVTSRPYYVDLNQ
DLYVQAEILHSDAVLTLFVDTCVASPYSNDFTSLTYDLIRSGCVRDDTYGPYSSPSLRIA
RFRFRAFHFLNRFPSVYLRCKMVVCRAYDPSSRCYRGCVLRSKRDVGSYQEKVDVVLGPI
QLQTPPRREEEPR
Function
May be considered as a candidate tumor suppressor gene for brain, lung, esophageal, gastric, and colorectal cancers. May play roles in mucosal defense system, cellular immune defense and epithelial differentiation. May play a role as an opsonin receptor for SFTPD and SPAR in macrophage tissues throughout the body, including epithelial cells lining the gastrointestinal tract. May play a role in liver regeneration. May be an important factor in fate decision and differentiation of transit-amplifying ductular (oval) cells within the hepatic lineage. Required for terminal differentiation of columnar epithelial cells during early embryogenesis. May function as a binding protein in saliva for the regulation of taste sensation. Binds to HIV-1 envelope protein and has been shown to both inhibit and facilitate viral transmission. Displays a broad calcium-dependent binding spectrum against both Gram-positive and Gram-negative bacteria, suggesting a role in defense against bacterial pathogens. Binds to a range of poly-sulfated and poly-phosphorylated ligands which may explain its broad bacterial-binding specificity. Inhibits cytoinvasion of S.enterica. Associates with the actin cytoskeleton and is involved in its remodeling during regulated exocytosis. Interacts with pancreatic zymogens in a pH-dependent manner and may act as a Golgi cargo receptor in the regulated secretory pathway of the pancreatic acinar cell.
Tissue Specificity
Highly expressed in alveolar and macrophage tissues. In some macrophages, expression is seen on the membrane, and in other macrophages, strongly expressed in the phagosome/phagolysosome compartments. Expressed in lung, trachea, salivary gland, small intestine and stomach. In pancreas, expressed in certain cells of the islets of Langerhans. In digestive tract, confined to tissues with large epithelial surfaces. In intestinal tissue, moderately expressed in epithelial cells of the midcrypts and the crypt base. Expression is significantly elevated in intestinal tissue from patients with inflammatory bowel disease (IBD), particularly in surface epithelial and Paneth cells, but not in IBD patients with mutant NOD2. Present in crypt bases of the duodenum, in crypt tops of the colon, and in collecting ducts of the cortical kidney. Expressed in stratified squamous epithelium of vagina and in outer luminar surface and basilar region of columnar epithelial cells in cervix (at protein level). Isoform 1 is secreted to the lumen of the respiratory tract.
KEGG Pathway
Salivary secretion (hsa04970 )
Reactome Pathway
Surfactant metabolism (R-HSA-5683826 )

Molecular Interaction Atlas (MIA) of This DOT

48 Disease(s) Related to This DOT
Disease Name Disease ID Evidence Level Mode of Inheritance REF
Esophageal cancer DISGB2VN Definitive Biomarker [1]
Adenocarcinoma DIS3IHTY Strong Altered Expression [2]
Adenoma DIS78ZEV Strong Altered Expression [3]
Advanced cancer DISAT1Z9 Strong Altered Expression [4]
Anaplastic astrocytoma DISSBE0K Strong Genetic Variation [5]
Bladder cancer DISUHNM0 Strong Altered Expression [6]
Brain neoplasm DISY3EKS Strong Biomarker [7]
Breast cancer DIS7DPX1 Strong Genetic Variation [8]
Breast carcinoma DIS2UE88 Strong Genetic Variation [8]
Breast neoplasm DISNGJLM Strong Genetic Variation [9]
Carcinoma DISH9F1N Strong Altered Expression [10]
Cholangiocarcinoma DIS71F6X Strong Altered Expression [11]
Chromosomal disorder DISM5BB5 Strong Biomarker [12]
Colon cancer DISVC52G Strong Biomarker [13]
Colonic neoplasm DISSZ04P Strong Biomarker [13]
Crohn disease DIS2C5Q8 Strong Altered Expression [14]
Familial adenomatous polyposis DISW53RE Strong Biomarker [15]
Gallbladder carcinoma DISD6ACL Strong Biomarker [4]
Glioma DIS5RPEH Strong Genetic Variation [16]
Hepatitis DISXXX35 Strong Altered Expression [17]
Hepatitis A virus infection DISUMFQV Strong Altered Expression [17]
Hepatitis B virus infection DISLQ2XY Strong Altered Expression [17]
Hepatocellular carcinoma DIS0J828 Strong Biomarker [17]
leukaemia DISS7D1V Strong Genetic Variation [18]
Leukemia DISNAKFL Strong Genetic Variation [18]
Liver cirrhosis DIS4G1GX Strong Altered Expression [17]
Malignant glioma DISFXKOV Strong Genetic Variation [16]
Medulloblastoma DISZD2ZL Strong Genetic Variation [19]
Nasal polyp DISLP3XE Strong Biomarker [20]
Neuroblastoma DISVZBI4 Strong Biomarker [18]
Skin cancer DISTM18U Strong Altered Expression [21]
Squamous cell carcinoma DISQVIFL Strong Biomarker [22]
Systemic lupus erythematosus DISI1SZ7 Strong Biomarker [23]
Thyroid gland carcinoma DISMNGZ0 Strong Altered Expression [24]
Urinary bladder cancer DISDV4T7 Strong Altered Expression [6]
Urinary bladder neoplasm DIS7HACE Strong Altered Expression [6]
Ulcerative colitis DIS8K27O moderate Altered Expression [14]
Astrocytoma DISL3V18 Limited Genetic Variation [25]
Colitis DISAF7DD Limited Altered Expression [26]
Inflammatory bowel disease DISGN23E Limited Altered Expression [27]
Neuroendocrine neoplasm DISNPLOO Limited Genetic Variation [28]
Non-insulin dependent diabetes DISK1O5Z Limited Biomarker [29]
Non-small-cell lung cancer DIS5Y6R9 Limited Altered Expression [30]
Pheochromocytoma DIS56IFV Limited Biomarker [31]
Primary biliary cholangitis DIS43E0O Limited Altered Expression [32]
Prostate cancer DISF190Y Limited Altered Expression [33]
Prostate carcinoma DISMJPLE Limited Altered Expression [33]
Small-cell lung cancer DISK3LZD Limited Altered Expression [30]
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⏷ Show the Full List of 48 Disease(s)
Molecular Interaction Atlas (MIA) Jump to Detail Molecular Interaction Atlas of This DOT
This DOT Affected the Drug Response of 1 Drug(s)
Drug Name Drug ID Highest Status Interaction REF
Cisplatin DMRHGI9 Approved Deleted in malignant brain tumors 1 protein (DMBT1) affects the response to substance of Cisplatin. [41]
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6 Drug(s) Affected the Gene/Protein Processing of This DOT
Drug Name Drug ID Highest Status Interaction REF
Tretinoin DM49DUI Approved Tretinoin affects the expression of Deleted in malignant brain tumors 1 protein (DMBT1). [34]
Ivermectin DMDBX5F Approved Ivermectin decreases the expression of Deleted in malignant brain tumors 1 protein (DMBT1). [35]
Temozolomide DMKECZD Approved Temozolomide increases the expression of Deleted in malignant brain tumors 1 protein (DMBT1). [37]
Fulvestrant DM0YZC6 Approved Fulvestrant increases the expression of Deleted in malignant brain tumors 1 protein (DMBT1). [38]
Tamibarotene DM3G74J Phase 3 Tamibarotene affects the expression of Deleted in malignant brain tumors 1 protein (DMBT1). [34]
Bisphenol A DM2ZLD7 Investigative Bisphenol A increases the expression of Deleted in malignant brain tumors 1 protein (DMBT1). [40]
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⏷ Show the Full List of 6 Drug(s)
2 Drug(s) Affected the Post-Translational Modifications of This DOT
Drug Name Drug ID Highest Status Interaction REF
Arsenic DMTL2Y1 Approved Arsenic affects the methylation of Deleted in malignant brain tumors 1 protein (DMBT1). [36]
Benzo(a)pyrene DMN7J43 Phase 1 Benzo(a)pyrene increases the methylation of Deleted in malignant brain tumors 1 protein (DMBT1). [39]
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References

1 Prostatic expression of hensin, a protein implicated in epithelial terminal differentiation.Prostate. 2001 Sep 15;49(1):9-18. doi: 10.1002/pros.1113.
2 Induction of DMBT1 expression by reduced ERK activity during a gastric mucosa differentiation-like process and its association with human gastric cancer.Carcinogenesis. 2005 Jun;26(6):1129-37. doi: 10.1093/carcin/bgi045. Epub 2005 Mar 10.
3 DMBT1 expression and glycosylation during the adenoma-carcinoma sequence in colorectal cancer.Biochem Soc Trans. 2005 Aug;33(Pt 4):730-2. doi: 10.1042/BST0330730.
4 DMBT1 suppresses progression of gallbladder carcinoma through PI3K/AKT signaling pathway by targeting PTEN.Biosci Biotechnol Biochem. 2019 Dec;83(12):2257-2264. doi: 10.1080/09168451.2019.1654361. Epub 2019 Aug 14.
5 PTEN, DMBT1, and p16 alterations in diffusely infiltrating astrocytomas.Int J Oncol. 2002 Sep;21(3):667-74.
6 Detection of deleted in malignant brain tumors 1 and runt-related transcription factor 3 gene expressions in bladder carcinoma.Mol Biol Rep. 2012 Apr;39(4):4691-5. doi: 10.1007/s11033-011-1261-9. Epub 2011 Sep 29.
7 A variant form of the human deleted in malignant brain tumor 1 (DMBT1) gene shows increased expression in inflammatory bowel diseases and interacts with dimeric trefoil factor 3 (TFF3).PLoS One. 2013 May 15;8(5):e64441. doi: 10.1371/journal.pone.0064441. Print 2013.
8 Identifying breast cancer risk loci by global differential allele-specific expression (DASE) analysis in mammary epithelial transcriptome.BMC Genomics. 2012 Oct 30;13:570. doi: 10.1186/1471-2164-13-570.
9 Genetic mapping in mice identifies DMBT1 as a candidate modifier of mammary tumors and breast cancer risk.Am J Pathol. 2007 Jun;170(6):2030-41. doi: 10.2353/ajpath.2007.060512.
10 Evaluation of deleted in malignant brain tumors 1 (DMBT1) gene expression in bladder carcinoma cases: preliminary study.Biomarkers. 2011 Nov;16(7):610-5. doi: 10.3109/1354750X.2011.620627. Epub 2011 Oct 15.
11 Decrease of deleted in malignant brain tumour-1 (DMBT-1) expression is a crucial late event in intrahepatic cholangiocarcinoma.Histopathology. 2003 Oct;43(4):340-6. doi: 10.1046/j.1365-2559.2003.01719.x.
12 Utility and limitations of multiplex ligation-dependent probe amplification technique in the detection of cytogenetic abnormalities in products of conception.J Postgrad Med. 2016 Oct-Dec;62(4):239-241. doi: 10.4103/0022-3859.192664.
13 Global gene expression analysis of rat colon cancers induced by a food-borne carcinogen, 2-amino-1-methyl-6-phenylimidazo[4,5-b]pyridine.Carcinogenesis. 2004 Aug;25(8):1495-505. doi: 10.1093/carcin/bgh155. Epub 2004 Apr 1.
14 SALSA-A dance on a slippery floor with changing partners.Mol Immunol. 2017 Sep;89:100-110. doi: 10.1016/j.molimm.2017.05.029. Epub 2017 Jun 28.
15 Copy number of the Adenomatous Polyposis Coli gene is not always neutral in sporadic colorectal cancers with loss of heterozygosity for the gene.BMC Cancer. 2016 Mar 12;16:213. doi: 10.1186/s12885-016-2243-z.
16 DMBT1 polymorphisms: relationship to malignant glioma tumorigenesis.Cancer Res. 2002 Mar 15;62(6):1790-6.
17 Expression of deleted in malignant brain tumours 1 (DMBT1) relates to the proliferation and malignant transformation of hepatic progenitor cells in hepatitis B virus-related liver diseases.Histopathology. 2012 Jan;60(2):249-60. doi: 10.1111/j.1365-2559.2011.04082.x.
18 Silencing of DMBT1 in neuroblastoma cell lines is not due to methylation of CCWGG motifs on its promoter.Neoplasma. 2006;53(1):15-8.
19 PTEN and DMBT1 homozygous deletion and expression in medulloblastomas and supratentorial primitive neuroectodermal tumors.Oncol Rep. 2004 Dec;12(6):1341-7.
20 Silenced DMBT1 promotes nasal mucosa epithelial cell growth.Ann Hum Genet. 2018 Mar;82(2):102-108. doi: 10.1111/ahg.12230. Epub 2017 Nov 17.
21 Frequent downregulation of DMBT1 and galectin-3 in epithelial skin cancer.Int J Cancer. 2003 Jun 10;105(2):149-57. doi: 10.1002/ijc.11072.
22 Down-regulation of DMBT1 gene expression in human oral squamous cell carcinoma.Int J Mol Med. 2005 Apr;15(4):585-9.
23 The Possible Effect of B-Cell Epitopes of Epstein-Barr Virus Early Antigen, Membrane Antigen, Latent Membrane Protein-1, and -2A on Systemic Lupus Erythematosus.Front Immunol. 2018 Feb 12;9:187. doi: 10.3389/fimmu.2018.00187. eCollection 2018.
24 Expression of PDK-1 and DMBT1 in the thyroid carcinoma and its clinicopathological significance.Oncol Lett. 2019 Sep;18(3):2819-2824. doi: 10.3892/ol.2019.10639. Epub 2019 Jul 18.
25 DMBT1 homozygous deletion in diffuse astrocytomas is associated with unfavorable clinical outcome.J Neuropathol Exp Neurol. 2012 Aug;71(8):702-7. doi: 10.1097/NEN.0b013e31825f2e5d.
26 Copy number variation of scavenger-receptor cysteine-rich domains within DMBT1 and Crohn's disease.Eur J Hum Genet. 2016 Aug;24(9):1294-300. doi: 10.1038/ejhg.2015.280. Epub 2016 Jan 27.
27 Deleted in malignant brain tumor 1 is a novel prognostic marker in colorectal cancer.Oncol Rep. 2018 May;39(5):2279-2287. doi: 10.3892/or.2018.6287. Epub 2018 Mar 1.
28 Germline Missense Mutation of Deleted in Malignant Brain Tumor 1 (DMBT1) in Familial Mediastinal Neuroendocrine Cancer and in vitro Effects in Thyroid Cancer Cells.Neuroendocrinology. 2020;110(7-8):714-720. doi: 10.1159/000504369. Epub 2019 Oct 28.
29 Polymorphisms of the scavenger receptor class B member 1 are associated with insulin resistance with evidence of gene by sex interaction.J Clin Endocrinol Metab. 2009 May;94(5):1789-96. doi: 10.1210/jc.2008-2800. Epub 2009 Mar 10.
30 Expression of DMBT1, a candidate tumor suppressor gene, is frequently lost in lung cancer.Cancer Res. 1999 Apr 15;59(8):1846-51.
31 Gene expression profiling of rat pheochromocytoma.Ann N Y Acad Sci. 2006 Aug;1073:290-9. doi: 10.1196/annals.1353.033.
32 Heterogeneity of ductular reactions in adult rat and human liver revealed by novel expression of deleted in malignant brain tumor 1.Am J Pathol. 2002 Oct;161(4):1187-98. doi: 10.1016/S0002-9440(10)64395-7.
33 Loss of DMBT1 expression in human prostate cancer and its correlation with clinical progressive features.Urology. 2011 Feb;77(2):509.e9-13. doi: 10.1016/j.urology.2010.09.023. Epub 2010 Dec 16.
34 Differential modulation of PI3-kinase/Akt pathway during all-trans retinoic acid- and Am80-induced HL-60 cell differentiation revealed by DNA microarray analysis. Biochem Pharmacol. 2004 Dec 1;68(11):2177-86.
35 Quantitative proteomics reveals a broad-spectrum antiviral property of ivermectin, benefiting for COVID-19 treatment. J Cell Physiol. 2021 Apr;236(4):2959-2975. doi: 10.1002/jcp.30055. Epub 2020 Sep 22.
36 Prenatal arsenic exposure and the epigenome: identifying sites of 5-methylcytosine alterations that predict functional changes in gene expression in newborn cord blood and subsequent birth outcomes. Toxicol Sci. 2015 Jan;143(1):97-106. doi: 10.1093/toxsci/kfu210. Epub 2014 Oct 10.
37 Temozolomide induces activation of Wnt/-catenin signaling in glioma cells via PI3K/Akt pathway: implications in glioma therapy. Cell Biol Toxicol. 2020 Jun;36(3):273-278. doi: 10.1007/s10565-019-09502-7. Epub 2019 Nov 22.
38 The putative tumor suppressor deleted in malignant brain tumors 1 is an estrogen-regulated gene in rodent and primate endometrial epithelium. Endocrinology. 2005 Mar;146(3):1066-73. doi: 10.1210/en.2004-1304. Epub 2004 Nov 24.
39 Air pollution and DNA methylation alterations in lung cancer: A systematic and comparative study. Oncotarget. 2017 Jan 3;8(1):1369-1391. doi: 10.18632/oncotarget.13622.
40 Bisphenol A induces DSB-ATM-p53 signaling leading to cell cycle arrest, senescence, autophagy, stress response, and estrogen release in human fetal lung fibroblasts. Arch Toxicol. 2018 Apr;92(4):1453-1469.
41 Gene expression profiling of 30 cancer cell lines predicts resistance towards 11 anticancer drugs at clinically achieved concentrations. Int J Cancer. 2006 Apr 1;118(7):1699-712. doi: 10.1002/ijc.21570.