Original Article a Preclinical Report of a Cobimetinib-Inspired Novel

Total Page:16

File Type:pdf, Size:1020Kb

Original Article a Preclinical Report of a Cobimetinib-Inspired Novel Am J Cancer Res 2021;11(6):2590-2617 www.ajcr.us /ISSN:2156-6976/ajcr0131974 Original Article A preclinical report of a cobimetinib-inspired novel anticancer small-molecule scaffold of isoflavones, NSC777213, for targeting PI3K/AKT/mTOR/MEK in multiple cancers Bashir Lawal1,2*, Wen-Cheng Lo3,4,5*, Ntlotlang Mokgautsi1,2, Maryam Rachmawati Sumitra1,2, Harshita Khedkar1,2, Alexander TH Wu6,7,8,9, Hsu-Shan Huang1,2,10,11 1PhD Program for Cancer Molecular Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University and Academia Sinica, Taipei 11031, Taiwan; 2Graduate Institute for Cancer Biology & Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei 11031, Taiwan; 3Department of Surgery, Division of Neurosurgery, School of Medicine, College of Medicine, Taipei Medical University, Taipei 11031, Taiwan; 4Department of Neurosurgery, Taipei Medical University Hospital, Taipei 11031, Taiwan; 5Taipei Neuroscience Institute, Taipei Medical University, Taipei 11031, Taiwan; 6TMU Research Center of Cancer Translational Medicine, Taipei Medical University, Taipei 11031, Taiwan; 7The PhD Program of Translational Medicine, College of Science and Technology, Taipei Medical University, Taipei 11031, Taiwan; 8Clinical Research Center, Taipei Medical University Hospital, Taipei Medical University, Taipei 11031, Taiwan; 9Graduate Institute of Medical Sciences, National Defense Medical Center, Taipei 11490, Taiwan; 10School of Pharmacy, National Defense Medical Center, Taipei 11490, Taiwan; 11PhD Program in Biotechnology Research and Development, College of Pharmacy, Taipei Medical University, Taipei 11031, Taiwan. *Equal contributors. Received February 17, 2021; Accepted May 14, 2021; Epub June 15, 2021; Published June 30, 2021 Abstract: The phosphatidylinositol 3-kinase (PI3K)/protein kinase B/mammalian target of rapamycin (mTOR) and mitogen-activated protein kinase kinase/extracellular signal-regulated kinase (MEK/ERK) signaling pathways are critical for normal human physiology, and any alteration in their regulation leads to several human cancers. These pathways are well interconnected and share a survival mechanism for escaping the depressant effect of antago- nists. Therefore, novel small molecules capable of targeting both pathways with minimal or no toxicity are better alternatives to current drugs, which are disadvantaged by their accompanying resistance and toxicity. In this study, we demonstrate that the PI3K/AKT/mTOR/MEK is a crucial oncoimmune signature in multiple cancers. Moreover, we describe NSC777213, a novel isoflavone core and cobimetinib-inspired small molecule, which exhibit both anti- proliferative activities against all panels of NCI60 human tumor cell lines (except COLO205 and HT29) and a selec- tive cytotoxic preference for melanoma, non-small-cell lung cancer (NSCLC), brain, renal, and ovarian cancer cell lines. Notably, for NSC777213 treatment, chemoresistant ovarian cancer cell lines, including SK-OV-3, OVCAR-3, OVCAR-4, and NCI/ADR-RES, exhibited a higher antiproliferative sensitivity (total growth inhibition (TGI) = 7.62-31.50 µM) than did the parental cell lines OVCAR-8 and IGROV1 (TGI > 100 µM). NSC777213 had a mechanistic correla- tion with clinical inhibitors of PI3K/AKT/mTOR/MEK. NSC777213 demonstrates robust binding interactions and higher affinities for AKT and mTOR than did isoflavone, and also demonstrate a higher affinity for human MEK-1 kinase than some MEK inhibitors under clinical developments. In addition, treatment of U251 and U87MG cells with NSC777213 significantly downregulated the expression levels of the total and phosphorylated forms of PI3K/ AKT/mTOR/MEK. Our study suggests that NSC777213 is a promising PI3K/AKT/mTOR/MEK inhibitor for further preclinical and clinical evaluation as a chemotherapeutic agent, particularly for the treatment of NSCLC, melanoma, and brain, renal, and ovarian cancers. Keywords: PI3K/AKT/mTOR-MEK pathways, NSC777213, NCI60 human tumor cell lines, immune infiltrations, anticancer activities, molecular docking simulations Introduction (mTOR) pathway is a crucial intracellular signal- ing pathway that plays a vital regulatory role in The phosphatidylinositol 3-kinase (PI3K)/pro- metabolism and cell cycle [1, 2]. Alterations of tein kinase B/mammalian target of rapamycin this signaling pathway is a common event that A preclinical report of a cobimetinib-inspired novel anticancer small-molecule contributes to the cell survival and prolifera- hyperactivation occurs in approximately 70% of tion, angiogenesis, tumorigenesis, and metas- human tumors, and this activation is often tasis of almost all human malignancies [3, 4]. associated with therapy resistance and overall PI3K is a heterodimer protein consisting of p85 poor prognosis [19, 21]. Ras/Raf/MEK/extra- regulatory and p110 catalytic subunits [5]. cellular regulated kinase (ERK) is a crucial sig- PI3K pathway dysregulation occurs either naling pathway for normal human physiological through gene amplification or mutations and processes, and alteration in the regulation of induces a myriad of downstream effectors, this pathway leads to cancers [2]. MEK pro- leading to the development and progression of motes cell proliferation, cell survival, and cancers [2, 6]. Activated PI3K phosphorylates metastasis through ERK phosphorylation, phosphatidylinositol-4,5-bisphosphate to phos- which in turn translocates to the nucleus to phatidylinositol-3,4,5-triphosphate [1, 7]. Once regulate gene expression and various transcrip- phosphorylated, PI3K activates AKT, which reg- tion factors [22]. ulates several downstream molecules, includ- ing mTOR [2, 7]. Moreover, AKT may be activat- Rapamycin and its analogs have been reported ed due to mutation in the AKT PH domain and a to inhibit mTORC1 activity and have demon- loss of PTEN, a tumor suppressor gene; such strated some levels of effectiveness as a mono- activation may also be due to inositol polyphos- therapy agent [11, 23]. However, many studies phate-4-phosphatase type II, an enzyme that have reported resistance to these drugs owing negatively regulates PI3K through phosphati- to the activation of mTORC2 and PI3K signaling dylinositol-3,4,5-triphosphate dephosphoryla- pathways [24]. In addition, although mTORC1 tion [8, 9]. The activated AKT in turn phosphory- and mTORC2 inhibition can lead to the lates mTOR, which activates mTOR complex 1 decreased phosphorylation of AKT, mTOR inhib- (mTORC1) and mTOR complex 2 (mTORC2), two itors may unexpectedly upregulate the PI3K/ protein complexes with distinct structures, PDK1 pathway [9, 24]. Therefore, the concomi- functions, and substrate specificities [10, 11]. tant inhibition of both PI3K and mTOR may offer a better anticancer response compared with The mTORC1 comprises mTOR, DEPTOR, the targeting of mTOR alone. However, pan-spe- Raptor, PRAS40, and mLST8, whereas the cific PI3K/AKT/mTOR inhibitors are effective at mTORC2 comprises mTOR, DEPTOR, Proctor, high doses, and their overall success in clinical Rictor, mSin1, and mLST8 [12, 13], with mTOR trials has been limited by toxicity problems, being the catalytic subunit of both complexes. including immunosuppression, hepatic impair- The mTORC1 is the downstream component of ment, pneumonitis, hypo- and hyperglycemia, the PI3K-AKT pathway that regulates cellular mouth ulcers, constipation, cardiac toxicity, processes through signal integration from cutaneous reactions, neuropsychiatric defeats, growth factor receptors, tumor suppressors, nausea, diarrhea, and colitis [20, 25-27]. These oncoproteins, and the intracellular nutrient sta- adverse effects are limiting factors in adminis- tus [1, 14]. The mTORC1 regulates protein syn- trating the most effective dosages. Therefore, thesis and turnover through the phosphoryla- using natural products for therapeutic interven- tion of eIF4E binding protein 1 and ribosomal tion has attracted renewed interest owing of protein S6 kinase (S6K), which in turn enhanc- their ability to modulate multiple pathways and es glycolytic pathway and protein biosynthesis their nontoxic properties in contrast to conven- to initiate metabolic remodeling and regulate tional therapy [28-32]. Isoflavone derivatives translation initiation [15, 16]. Conversely, the are potent inhibitors of the PI3K/AKT/mTOR sig- mTORC2 plays a role in AKT-mediated cell sur- naling pathway [33, 34]. In addition, isoflavones vival and migration independent of mTORC1 have been reported to sensitize cancer cells to activity [17]. mTOR regulates hypoxia-inducible radiation therapy and work in synergy with con- factor 1, vascular endothelial growth factor, ventional chemotherapy in multiple cancers cyclin D1, and cell transitions from the G1 to S [33, 34]. phases, enhancing rapid cell proliferation and the growth and survival of many tumors [18]. In However, increasing evidence has suggested addition, mTOR/S6K can upregulate many pro- that the PI3K/AKT/mTOR and Raf/MEK/ERK angiogenic factors, such as AP-1, to promote pathways intersect at multiple junctions, exhib- carcinogenesis [19, 20]. Because mTOR plays it crosstalk, and contain feedback loops [8]. various roles in tumorigenic promotion, mTOR Inhibiting one pathway can result in signaling 2591 Am J Cancer Res 2021;11(6):2590-2617 A preclinical report of a cobimetinib-inspired novel anticancer small-molecule maintenance through the other pathway. The comparison set to 15% versus 85% of samples. existence of such mutual survival mechanisms Hazard ratios are
Recommended publications
  • Development of a Test That Measures Real-Time HER2 Signaling Function in Live Breast Cancer Cell Lines and Primary Cells Yao Huang1, David J
    Huang et al. BMC Cancer (2017) 17:199 DOI 10.1186/s12885-017-3181-0 RESEARCH ARTICLE Open Access Development of a test that measures real-time HER2 signaling function in live breast cancer cell lines and primary cells Yao Huang1, David J. Burns1, Benjamin E. Rich1, Ian A. MacNeil1, Abhijit Dandapat1, Sajjad M. Soltani1, Samantha Myhre1, Brian F. Sullivan1, Carol A. Lange2, Leo T. Furcht3 and Lance G. Laing1* Abstract Background: Approximately 18–20% of all human breast cancers have overexpressed human epidermal growth factor receptor 2 (HER2). Standard clinical practice is to treat only overexpressed HER2 (HER2+) cancers with targeted anti-HER2 therapies. However, recent analyses of clinical trial data have found evidence that HER2-targeted therapies may benefit a sub-group of breast cancer patients with non-overexpressed HER2. This suggests that measurement of other biological factors associated with HER2 cancer, such as HER2 signaling pathway activity, should be considered as an alternative means of identifying patients eligible for HER2 therapies. Methods: A new biosensor-based test (CELxTM HSF) that measures HER2 signaling activity in live cells is demonstrated using a set of 19 human HER2+ and HER2– breast cancer reference cell lines and primary cell samples derived from two fresh patient tumor specimens. Pathway signaling is elucidated by use of highly specific agonists and antagonists. The test method relies upon well-established phenotypic, adhesion-related, impedance changes detected by the biosensor. Results: The analytical sensitivity and analyte specificity of this method was demonstrated using ligands with high affinity and specificity for HER1 and HER3. The HER2-driven signaling quantified ranged 50-fold between the lowest and highest cell lines.
    [Show full text]
  • Therapeutic Targeting of the IGF Axis
    cells Review Therapeutic Targeting of the IGF Axis Eliot Osher and Valentine M. Macaulay * Department of Oncology, University of Oxford, Oxford, OX3 7DQ, UK * Correspondence: [email protected]; Tel.: +44-1865617337 Received: 8 July 2019; Accepted: 9 August 2019; Published: 14 August 2019 Abstract: The insulin like growth factor (IGF) axis plays a fundamental role in normal growth and development, and when deregulated makes an important contribution to disease. Here, we review the functions mediated by ligand-induced IGF axis activation, and discuss the evidence for the involvement of IGF signaling in the pathogenesis of cancer, endocrine disorders including acromegaly, diabetes and thyroid eye disease, skin diseases such as acne and psoriasis, and the frailty that accompanies aging. We discuss the use of IGF axis inhibitors, focusing on the different approaches that have been taken to develop effective and tolerable ways to block this important signaling pathway. We outline the advantages and disadvantages of each approach, and discuss progress in evaluating these agents, including factors that contributed to the failure of many of these novel therapeutics in early phase cancer trials. Finally, we summarize grounds for cautious optimism for ongoing and future studies of IGF blockade in cancer and non-malignant disorders including thyroid eye disease and aging. Keywords: IGF; type 1 IGF receptor; IGF-1R; cancer; acromegaly; ophthalmopathy; IGF inhibitor 1. Introduction Insulin like growth factors (IGFs) are small (~7.5 kDa) ligands that play a critical role in many biological processes including proliferation and protection from apoptosis and normal somatic growth and development [1]. IGFs are members of a ligand family that includes insulin, a dipeptide comprised of A and B chains linked via two disulfide bonds, with a third disulfide linkage within the A chain.
    [Show full text]
  • TE INI (19 ) United States (12 ) Patent Application Publication ( 10) Pub
    US 20200187851A1TE INI (19 ) United States (12 ) Patent Application Publication ( 10) Pub . No .: US 2020/0187851 A1 Offenbacher et al. (43 ) Pub . Date : Jun . 18 , 2020 ( 54 ) PERIODONTAL DISEASE STRATIFICATION (52 ) U.S. CI. AND USES THEREOF CPC A61B 5/4552 (2013.01 ) ; G16H 20/10 ( 71) Applicant: The University of North Carolina at ( 2018.01) ; A61B 5/7275 ( 2013.01) ; A61B Chapel Hill , Chapel Hill , NC (US ) 5/7264 ( 2013.01 ) ( 72 ) Inventors: Steven Offenbacher, Chapel Hill , NC (US ) ; Thiago Morelli , Durham , NC ( 57 ) ABSTRACT (US ) ; Kevin Lee Moss, Graham , NC ( US ) ; James Douglas Beck , Chapel Described herein are methods of classifying periodontal Hill , NC (US ) patients and individual teeth . For example , disclosed is a method of diagnosing periodontal disease and / or risk of ( 21) Appl. No .: 16 /713,874 tooth loss in a subject that involves classifying teeth into one of 7 classes of periodontal disease. The method can include ( 22 ) Filed : Dec. 13 , 2019 the step of performing a dental examination on a patient and Related U.S. Application Data determining a periodontal profile class ( PPC ) . The method can further include the step of determining for each tooth a ( 60 ) Provisional application No.62 / 780,675 , filed on Dec. Tooth Profile Class ( TPC ) . The PPC and TPC can be used 17 , 2018 together to generate a composite risk score for an individual, which is referred to herein as the Index of Periodontal Risk Publication Classification ( IPR ) . In some embodiments , each stage of the disclosed (51 ) Int. Cl. PPC system is characterized by unique single nucleotide A61B 5/00 ( 2006.01 ) polymorphisms (SNPs ) associated with unique pathways , G16H 20/10 ( 2006.01 ) identifying unique druggable targets for each stage .
    [Show full text]
  • WO 2013/152252 Al 10 October 2013 (10.10.2013) P O P C T
    (12) INTERNATIONAL APPLICATION PUBLISHED UNDER THE PATENT COOPERATION TREATY (PCT) (19) World Intellectual Property Organization I International Bureau (10) International Publication Number (43) International Publication Date WO 2013/152252 Al 10 October 2013 (10.10.2013) P O P C T (51) International Patent Classification: STEIN, David, M.; 1 Bioscience Park Drive, Farmingdale, Λ 61Κ 38/00 (2006.01) A61K 31/517 (2006.01) NY 11735 (US). MIGLARESE, Mark, R.; 1 Bioscience A61K 39/00 (2006.01) A61K 31/713 (2006.01) Park Drive, Farmingdale, NY 11735 (US). A61K 45/06 (2006.01) A61P 35/00 (2006.01) (74) Agents: STEWART, Alexander, A. et al; 1 Bioscience A61K 31/404 (2006 ) A61P 35/04 (2006.01) Park Drive, Farmingdale, NY 11735 (US). A61K 31/4985 (2006.01) A61K 31/53 (2006.01) (81) Designated States (unless otherwise indicated, for every (21) International Application Number: available): AE, AG, AL, AM, PCT/US2013/035358 kind of national protection AO, AT, AU, AZ, BA, BB, BG, BH, BN, BR, BW, BY, (22) International Filing Date: BZ, CA, CH, CL, CN, CO, CR, CU, CZ, DE, DK, DM, 5 April 2013 (05.04.2013) DO, DZ, EC, EE, EG, ES, FI, GB, GD, GE, GH, GM, GT, HN, HR, HU, ID, IL, IN, IS, JP, KE, KG, KM, KN, KP, English (25) Filing Language: KR, KZ, LA, LC, LK, LR, LS, LT, LU, LY, MA, MD, (26) Publication Language: English ME, MG, MK, MN, MW, MX, MY, MZ, NA, NG, NI, NO, NZ, OM, PA, PE, PG, PH, PL, PT, QA, RO, RS, RU, (30) Priority Data: RW, SC, SD, SE, SG, SK, SL, SM, ST, SV, SY, TH, TJ, 61/621,054 6 April 2012 (06.04.2012) US TM, TN, TR, TT, TZ, UA, UG, US, UZ, VC, VN, ZA, (71) Applicant: OSI PHARMACEUTICALS, LLC [US/US]; ZM, ZW.
    [Show full text]
  • IGF-1R) Signaling Loop Is Involved in Sorafenib Resistance in Hepatocellular Carcinoma
    cancers Article A Yes-Associated Protein (YAP) and Insulin-Like Growth Factor 1 Receptor (IGF-1R) Signaling Loop Is Involved in Sorafenib Resistance in Hepatocellular Carcinoma Mai-Huong T. Ngo 1,2, Sue-Wei Peng 2,3,†, Yung-Che Kuo 3,† , Chun-Yen Lin 4 , Ming-Heng Wu 5,6,7 , Chia-Hsien Chuang 4, Cheng-Xiang Kao 1 , Han-Yin Jeng 3 , Gee-Way Lin 2,8 , Thai-Yen Ling 9, Te-Sheng Chang 10,11,* and Yen-Hua Huang 1,2,3,5,7,12,13,14,15,* 1 International Ph.D. Program for Cell Therapy and Regeneration Medicine, College of Medicine, Taipei Medical University, Taipei 11031, Taiwan; [email protected] (M.-H.T.N.); [email protected] (C.-X.K.) 2 Department of Biochemistry and Molecular Cell Biology, School of Medicine, College of Medicine, Taipei Medical University, Taipei 11031, Taiwan; [email protected] (S.-W.P.); [email protected] (G.-W.L.) 3 TMU Research Center of Cell Therapy and Regeneration Medicine, Taipei Medical University, Taipei 11031, Taiwan; [email protected] (Y.-C.K.); [email protected] (H.-Y.J.) 4 Institute of Information Science, Academia Sinica, Taipei 11529, Taiwan; [email protected] (C.-Y.L.); [email protected] (C.-H.C.) 5 The Ph.D. Program for Translational Medicine, College of Medical Science and Technology, Taipei Medical University, Taipei 11031, Taiwan; [email protected] 6 Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Citation: Ngo, M.-H.T.; Peng, S.-W.; Taipei Medical University, Taipei 11031, Taiwan Kuo, Y.-C.; Lin, C.-Y.; Wu, M.-H.; 7 International Ph.D.
    [Show full text]
  • Prepared by CTEP 4/1/2016 Page 1 of 8 CURRENT Investigator Brochure List Date Posted Size
    CURRENT Investigator Brochure List Date Posted Size 003801 - Methoxyamine hydrochloride (TRC102) - 10-14 - Ver3..pdf 10/09/2014 1,021 KB 048006 - 5-Fluoro-2’-deoxycytidine (FdCyd) - 01-14.pdf 01/09/2014 537 KB 102816 - Azacitidine - 08-15 Ver 12.pdf 10/01/2015 3 MB 102816 - Azacitidine - Summary of Changes - 08-15 Ver 12.pdf 10/01/2015 140 KB 127716 - Decitabine (5-aza-2'-deoxycytidine) - 04-12 - Ver6.pdf 09/24/2012 1 MB 281612 - DMS612 (Dimethane Sulfonate) - 04-14.pdf 04/24/2014 175 KB 301463 - Poly ICLC Hiltonol - 05-14 - Ver9.pdf 08/26/2014 412 KB 630176 - Romidepsin (Depsipeptide; FK228) - 04-15 - Ver 14.pdf 04/16/2015 939 KB 630176 - Romidepsin (Depsipeptide; FK228) - Summary of Changes - 04-15 - Ver 14.pdf 04/16/2015 93 KB 639966 - Perifosine - 03-14 - Ver 14.pdf 04/14/2014 4 MB 663249 - Triapine (injection and capsule) - 09-15.pdf 10/08/2015 1 MB 663249 - Triapine (injection and capsule) - Summary of Changes - 09-15.pdf 10/08/2015 125 KB 66847 - Thalidomide (Thalomid) - 12-15 - Ver14.pdf 03/17/2016 1 MB 66847 - Thalidomide (Thalomid) Summary of changes - 12-15 - Ver14.pdf 03/17/2016 165 KB 672423 - InterLEUKIN-12 - 12-14.pdf 02/09/2015 1 MB 676422 - Immunotoxin LMB-2 (Anti-Tac(Fv)-PE-38) - 05-15.pdf 06/02/2015 466 KB 681239 - Bortezomib - 06-15 - Ver18.pdf 08/11/2015 1 MB 681239 - Bortezomib - Summary Of Changes - 06-15 - Ver18.pdf 08/11/2015 153 KB Prepared by CTEP 4/1/2016 Page 1 of 8 CURRENT Investigator Brochure List Date Posted Size 683864 - Temsirolimus (PF-05208748) - 12-15.pdf 01/28/2016 909 KB 683864 - Temsirolimus (PF-05208748)
    [Show full text]
  • Ping Chi, MD, Ph.D
    New Advances in Research and Clinical Insights in Gastrointestinal Stromal Tumor (GIST) Ping Chi, M.D., Ph.D. Human Oncology and Pathogenesis Program (HOPP) & Department of Medicine, Sarcoma Medical Oncology Memorial Sloan Kettering Cancer Center May 24, 2017 Gastrointestinal Stromal Tumor (GIST) Management • Surgery mainstay treatment • Recurrence or metastatic disease - fatal • Refractory to chemotherapy and radiation • ~5,000 cases diagnosed per year in the US. • One of the most common subtypes of soft tissue sarcomas, the most common mesenchymal neoplasm in the GI tract. • Can arise anywhere from the entire GI tract; stomach is the most common primary site (2/3), then small bowel (1/4), esophagus/colon/rectum (the rest). •Peak incidence 50-65 year old. •Familial syndromes Pre-KIT ERA: GIST- A clinicopathological challenge GIST has broad morphological spectrum Sclerosing Palisaded-vacuolated •Difficult to diagnose! Spindle •Difficult to treat! Hypercellular Sarcomatous Clinicopathologically distinct entity! Sclerosing dyscohesive pattern Epithelioid Hypercellular Sarcomatous Miettinen, M. and Lasota, Arch Pathol Lab Med 2006 GIST originates from ICC and highly expresses KIT • Originates from the Interstitial Cells of Cajal (ICCs) of the GI tract • Characterized by KIT positive IHC and activating mutations in KIT or PDGFRA… Interstitial Cell of Cajal (ICC)- GIST of stomach Pacemaker cells of the GI tract H&E α-KIT Hirota, S., et al., Science, 1998 A Paradigm: Normal ICC development vs. GIST Normal ICC development GIST KIT/PDGFRA mutation External KIT/PDGFRA stimuli P P Signaling Aberrant signaling STAT STAT PI3K MAPK PI3K MAPK ETV1 ON ON/OFF TFs TF Chromatin TF Molecular characterization of GIST Corless et al, Nat Rev Cancer, 2011 Imatinib (Gleevec) in GIST • Activity – Abl kinase, KIT, PDGFRA TTF OS Historical OS with Doxorubicin Imatinib-FDA approved as 1st line therapy for GIST 2002! Challenges - Imatinib resistance in GIST 14% - Primary resistance; 50% - Develop imatinib resistance after 2 years Corless et al, NRC, 2011 Resistance Mechanisms: 1.
    [Show full text]
  • Differential Prioritization of Therapies to Subtypes of Triple Negative Breast Cancer Using a Systems Medicine Method
    www.impactjournals.com/oncotarget/ Oncotarget, 2017, Vol. 8, (No. 54), pp: 92926-92942 Research Paper Differential prioritization of therapies to subtypes of triple negative breast cancer using a systems medicine method Henri Wathieu1, Naiem T. Issa1,*, Aileen I. Fernandez1,*, Manisha Mohandoss2, Deanna M. Tiek1, Jennifer L. Franke1, Stephen W. Byers1,2, Rebecca B. Riggins1 and Sivanesan Dakshanamurthy1,2 1Georgetown-Lombardi Comprehensive Cancer Center, Department of Oncology, Georgetown University Medical Center, Washington, DC, 20057 USA 2Department of Biochemistry and Molecular Biology, Georgetown University, Washington, DC, 20057 USA *These authors have contributed equally to this work Correspondence to: Sivanesan Dakshanamurthy, email: [email protected] Keywords: triple negative breast cancer, systems biology, gene expression analysis, molecular subtyping, drug development Received: April 02, 2017 Accepted: September 08, 2017 Published: October 09, 2017 Copyright: Wathieu et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License 3.0 (CC BY 3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. ABSTRACT Triple negative breast cancer (TNBC) is a group of cancers whose heterogeneity and shortage of effective drug therapies has prompted efforts to divide these cancers into molecular subtypes. Our computational platform, entitled GenEx-TNBC, applies concepts in systems biology and polypharmacology to prioritize thousands of approved and experimental drugs for therapeutic potential against each molecular subtype of TNBC. Using patient-based and cell line-based gene expression data, we constructed networks to describe the biological perturbation associated with each TNBC subtype at multiple levels of biological action.
    [Show full text]
  • Download This PDF File
    Cancer Biol Med 2021. doi: 10.20892/j.issn.2095-3941.2020.0560 ORIGINAL ARTICLE Systematic screening reveals synergistic interactions that overcome MAPK inhibitor resistance in cancer cells Yu Yu1*, Minzhen Tao2*, Libin Xu3, Lei Cao4, Baoyu Le5, Na An5, Jilin Dong5, Yajie Xu5, Baoxing Yang5, Wei Li5, Bing Liu5, Qiong Wu6, Yinying Lu7, Zhen Xie2, Xiaohua Lian1 1Department of Cell Biology, Basic Medical College, Army Medical University (Third Military Medical University), Chongqing 400038, China; 2MOE Key Laboratory of Bioinformatics and Bioinformatics Division, Center for Synthetic and System Biology, Department of Automation, Beijing National Research Center for Information Science and Technology, Tsinghua University, Beijing 100084, China; 3National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China; 4Department of Thoracic Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing 100730, China; 5Beijing Syngentech Co., Ltd, Beijing 102206, China; 6School of Life Sciences, Tsinghua University, Beijing 100084, China; 7The Comprehensive Liver Cancer Center, The 5th Medical Center of PLA General Hospital, Beijing 100039, China ABSTRACT Objective: Effective adjuvant therapeutic strategies are urgently needed to overcome MAPK inhibitor (MAPKi) resistance, which is one of the most common forms of resistance that has emerged in many types of cancers. Here, we aimed to systematically identify the genetic interactions underlying MAPKi resistance, and to further investigate the mechanisms that produce the genetic interactions that generate synergistic MAPKi resistance. Methods: We conducted a comprehensive pair-wise sgRNA-based high-throughput screening assay to identify synergistic interactions that sensitized cancer cells to MAPKi, and validated 3 genetic combinations through competitive growth, cell viability, and spheroid formation assays.
    [Show full text]
  • Product Data Sheet
    Inhibitors Product Data Sheet Linsitinib • Agonists Cat. No.: HY-10191 CAS No.: 867160-71-2 Molecular Formula: C₂₆H₂₃N₅O • Molecular Weight: 421.49 Screening Libraries Target: IGF-1R; Insulin Receptor Pathway: Protein Tyrosine Kinase/RTK Storage: Powder -20°C 3 years 4°C 2 years In solvent -80°C 6 months -20°C 1 month SOLVENT & SOLUBILITY In Vitro DMSO : 50 mg/mL (118.63 mM; Need ultrasonic) Mass Solvent 1 mg 5 mg 10 mg Concentration Preparing 1 mM 2.3725 mL 11.8627 mL 23.7254 mL Stock Solutions 5 mM 0.4745 mL 2.3725 mL 4.7451 mL 10 mM 0.2373 mL 1.1863 mL 2.3725 mL Please refer to the solubility information to select the appropriate solvent. In Vivo 1. Add each solvent one by one: 10% DMSO >> 40% PEG300 >> 5% Tween-80 >> 45% saline Solubility: ≥ 2.08 mg/mL (4.93 mM); Clear solution 2. Add each solvent one by one: 10% DMSO >> 90% (20% SBE-β-CD in saline) Solubility: ≥ 2.08 mg/mL (4.93 mM); Clear solution BIOLOGICAL ACTIVITY Description Linsitinib (OSI-906) is a potent, selective and orally bioavailable dual inhibitor of the IGF-1 receptor and insulin receptor (IR) [1] with IC50s of 35 and 75 nM, respectively . IC₅₀ & Target IC50: 35 nM (IGF-1R), 75 nM (InsR)[1] In Vitro Linsitinib inhibits IGF-1R autophosphorylation and activation of the downstream signaling proteins Akt, ERK1/2 and S6 kinase with IC50 of 0.028 to 0.13 μM. Linsitinib enables an intermediate conformation of the target protein through interactions with the C-helix.
    [Show full text]
  • Tyrosine Kinase Inhibitors for Solid Tumors in the Past 20 Years (2001–2020) Liling Huang†, Shiyu Jiang† and Yuankai Shi*
    Huang et al. J Hematol Oncol (2020) 13:143 https://doi.org/10.1186/s13045-020-00977-0 REVIEW Open Access Tyrosine kinase inhibitors for solid tumors in the past 20 years (2001–2020) Liling Huang†, Shiyu Jiang† and Yuankai Shi* Abstract Tyrosine kinases are implicated in tumorigenesis and progression, and have emerged as major targets for drug discovery. Tyrosine kinase inhibitors (TKIs) inhibit corresponding kinases from phosphorylating tyrosine residues of their substrates and then block the activation of downstream signaling pathways. Over the past 20 years, multiple robust and well-tolerated TKIs with single or multiple targets including EGFR, ALK, ROS1, HER2, NTRK, VEGFR, RET, MET, MEK, FGFR, PDGFR, and KIT have been developed, contributing to the realization of precision cancer medicine based on individual patient’s genetic alteration features. TKIs have dramatically improved patients’ survival and quality of life, and shifted treatment paradigm of various solid tumors. In this article, we summarized the developing history of TKIs for treatment of solid tumors, aiming to provide up-to-date evidence for clinical decision-making and insight for future studies. Keywords: Tyrosine kinase inhibitors, Solid tumors, Targeted therapy Introduction activation of tyrosine kinases due to mutations, translo- According to GLOBOCAN 2018, an estimated 18.1 cations, or amplifcations is implicated in tumorigenesis, million new cancer cases and 9.6 million cancer deaths progression, invasion, and metastasis of malignancies. occurred in 2018 worldwide [1]. Targeted agents are In addition, wild-type tyrosine kinases can also func- superior to traditional chemotherapeutic ones in selec- tion as critical nodes for pathway activation in cancer.
    [Show full text]
  • Characteristics of Lung Cancers Harboring NRAS Mutations
    Published OnlineFirst March 20, 2013; DOI: 10.1158/1078-0432.CCR-12-3173 Clinical Cancer Predictive Biomarkers and Personalized Medicine Research Characteristics of Lung Cancers Harboring NRAS Mutations Kadoaki Ohashi1, Lecia V. Sequist6,7, Maria E. Arcila8, Christine M. Lovly1, Xi Chen2, Charles M. Rudin10, Teresa Moran11, David Ross Camidge12, Cindy L. Vnencak-Jones4, Lynne Berry3, Yumei Pan1, Hidefumi Sasaki13, Jeffrey A. Engelman6,7, Edward B. Garon14, Steven M. Dubinett14, Wilbur A. Franklin12, Gregory J. Riely9, Martin L. Sos15,16,17, Mark G. Kris9, Dora Dias-Santagata5, Marc Ladanyi8, Paul A. Bunn Jr12, and William Pao1 Abstract Purpose: We sought to determine the frequency and clinical characteristics of patients with lung cancer harboring NRAS mutations. We used preclinical models to identify targeted therapies likely to be of benefit against NRAS-mutant lung cancer cells. Experimental Design: We reviewed clinical data from patients whose lung cancers were identified at six institutions or reported in the Catalogue of Somatic Mutations in Cancer (COSMIC) to harbor NRAS mutations. Six NRAS-mutant cell lines were screened for sensitivity against inhibitors of multiple kinases (i.e., EGFR, ALK, MET, IGF-1R, BRAF, PI3K, and MEK). Results: Among 4,562 patients with lung cancers tested, NRAS mutations were present in 30 (0.7%; 95% confidence interval, 0.45%–0.94%); 28 of these had no other driver mutations. 83% had adenocarcinoma histology with no significant differences in gender. While 95% of patients were former or current smokers, smoking-related G:C>T:A transversions were significantly less frequent in NRAS-mutated lung tumors than KRAS-mutant non–small cell lung cancer [NSCLC; NRAS: 13% (4/30), KRAS: 66% (1772/2733), P < 0.00000001].
    [Show full text]