Our genetic screen identified protein tyrosine phosphatase non-receptor type 11 (PTPN11) as a synthetic lethal interaction with BRAF inhibitors in BRAF mutant colon cancer cells. Suppression of PTPN11 using two independent shRNAs conferred sensitivity of resistant colon cancer cells to the BRAF inhibitor vemurafenib. Mechanistically, inhibition of PTPN11 blocks signaling from receptor tyrosine kinases to the RAS-MEK-ERK pathway, preventing acquired resistance to targeted cancer drugs resulting from receptor tyrosine kinase activation. Activated PTPN11 can serve as a biomarker of this drug resistance mechanism.
1) The document reports that 6 out of 16 melanoma tumor samples analyzed acquired expression of EGFR after developing resistance to BRAF or MEK inhibitor drugs.
2) Using a shRNA library targeting chromatin regulators, the researchers found that suppression of SOX10 in melanoma cells leads to activation of TGF-β signaling and upregulation of EGFR and PDGFRB, conferring resistance to BRAF and MEK inhibitors.
3) Expression of EGFR in melanoma cells or treatment with TGF-β results in a slow-growth phenotype with cellular hallmarks of senescence. However, EGFR expression or TGF-β exposure becomes advantageous for proliferation in the presence of BRAF or
Three key points:
1. A kinome-centered synthetic lethality screen identified that suppression of the ERBB3 receptor tyrosine kinase sensitizes KRAS mutant lung and colon cancer cells to MEK inhibitors.
2. MEK inhibition results in MYC-dependent transcriptional upregulation of ERBB3, which is responsible for intrinsic drug resistance.
3. Drugs targeting both EGFR and ERBB2, each capable of forming hetero-dimers with ERBB3, can reverse unresponsiveness to MEK inhibition by decreasing inhibitory phosphorylation of the proapoptotic proteins BAD and BIM.
1) BRAF(V600E) inhibition through PLX4032 is effective for treating melanoma but not colon cancer, which shows limited response.
2) A genetic screen identified that inhibiting EGFR synergizes with inhibiting BRAF(V600E) in colon cancer cell lines.
3) Mechanistically, inhibiting BRAF(V600E) causes rapid feedback activation of EGFR through inhibition of MEK/ERK and activation of CDC25C, which supports continued proliferation. Inhibiting both BRAF and EGFR prevents this feedback and synergistically inhibits colon cancer cell and tumor growth.
This study investigated DNA damage signaling during Epstein-Barr virus (EBV) lytic replication. The key findings were:
1) Markers of DNA damage signaling like phosphorylated ATM (pATM) and 53BP1 were induced upon expression of the EBV lytic transactivator ZEBRA, both in the presence and absence of EBV DNA replication.
2) pATM foci formed in response to ZEBRA expression in the majority of lytically reactivated cells, indicating DNA damage signaling is activated early in the lytic cycle before replication.
3) pATM and 53BP1 foci were observed in cells expressing early lytic proteins EA-
1) The study identified SIRT2, a histone deacetylase, as a modulator of response to targeted cancer therapies through a genetic screen of epigenetic regulators.
2) Knockdown of SIRT2 conferred resistance to EGFR inhibitors in colon and lung cancer cell lines and to BRAF and MEK inhibitors in melanoma and colon cancer cell lines.
3) Loss of SIRT2 led to increased levels of phosphorylated ERK, suggesting it modulates resistance by regulating MEK kinase activity in the RAS-RAF-MEK-ERK signaling pathway.
Multiplex pcr detection of gstm1, gstt1, and gstp1 gene variantsReema Mohammed
This document describes a multiplex PCR assay that can simultaneously detect the copy number status of the GSTM1 and GSTT1 genes (zero, one, or two copies) and the allelic status of the GSTP1 Ile105Val genetic variant in a single reaction. The assay was tested on DNA samples from 200 Danes, 100 Somalis, and 100 Greenlanders. Being able to distinguish between individuals with different copy numbers of GSTM1 and GSTT1 allows for investigating whether these genes influence factors like cancer susceptibility or drug response in a dose-dependent manner.
This document summarizes a study examining the role of the long non-coding RNA Saf and splicing factor 45 in regulating alternative splicing of the Fas pre-mRNA and production of soluble Fas protein. The main findings are:
1) Saf is predominantly localized to the nucleus of cells. Overexpression of Saf in cell lines resulted in minimal effects on global gene expression.
2) Saf interacts with Fas pre-mRNA and splicing factor 45. This interaction promotes the skipping of exon 6 in the Fas pre-mRNA, leading to increased production of soluble Fas protein.
3) Soluble Fas protein protects cells from Fas ligand-induced apoptosis by binding to the ligand and blocking
1) The document reports that 6 out of 16 melanoma tumor samples analyzed acquired expression of EGFR after developing resistance to BRAF or MEK inhibitor drugs.
2) Using a shRNA library targeting chromatin regulators, the researchers found that suppression of SOX10 in melanoma cells leads to activation of TGF-β signaling and upregulation of EGFR and PDGFRB, conferring resistance to BRAF and MEK inhibitors.
3) Expression of EGFR in melanoma cells or treatment with TGF-β results in a slow-growth phenotype with cellular hallmarks of senescence. However, EGFR expression or TGF-β exposure becomes advantageous for proliferation in the presence of BRAF or
Three key points:
1. A kinome-centered synthetic lethality screen identified that suppression of the ERBB3 receptor tyrosine kinase sensitizes KRAS mutant lung and colon cancer cells to MEK inhibitors.
2. MEK inhibition results in MYC-dependent transcriptional upregulation of ERBB3, which is responsible for intrinsic drug resistance.
3. Drugs targeting both EGFR and ERBB2, each capable of forming hetero-dimers with ERBB3, can reverse unresponsiveness to MEK inhibition by decreasing inhibitory phosphorylation of the proapoptotic proteins BAD and BIM.
1) BRAF(V600E) inhibition through PLX4032 is effective for treating melanoma but not colon cancer, which shows limited response.
2) A genetic screen identified that inhibiting EGFR synergizes with inhibiting BRAF(V600E) in colon cancer cell lines.
3) Mechanistically, inhibiting BRAF(V600E) causes rapid feedback activation of EGFR through inhibition of MEK/ERK and activation of CDC25C, which supports continued proliferation. Inhibiting both BRAF and EGFR prevents this feedback and synergistically inhibits colon cancer cell and tumor growth.
This study investigated DNA damage signaling during Epstein-Barr virus (EBV) lytic replication. The key findings were:
1) Markers of DNA damage signaling like phosphorylated ATM (pATM) and 53BP1 were induced upon expression of the EBV lytic transactivator ZEBRA, both in the presence and absence of EBV DNA replication.
2) pATM foci formed in response to ZEBRA expression in the majority of lytically reactivated cells, indicating DNA damage signaling is activated early in the lytic cycle before replication.
3) pATM and 53BP1 foci were observed in cells expressing early lytic proteins EA-
1) The study identified SIRT2, a histone deacetylase, as a modulator of response to targeted cancer therapies through a genetic screen of epigenetic regulators.
2) Knockdown of SIRT2 conferred resistance to EGFR inhibitors in colon and lung cancer cell lines and to BRAF and MEK inhibitors in melanoma and colon cancer cell lines.
3) Loss of SIRT2 led to increased levels of phosphorylated ERK, suggesting it modulates resistance by regulating MEK kinase activity in the RAS-RAF-MEK-ERK signaling pathway.
Multiplex pcr detection of gstm1, gstt1, and gstp1 gene variantsReema Mohammed
This document describes a multiplex PCR assay that can simultaneously detect the copy number status of the GSTM1 and GSTT1 genes (zero, one, or two copies) and the allelic status of the GSTP1 Ile105Val genetic variant in a single reaction. The assay was tested on DNA samples from 200 Danes, 100 Somalis, and 100 Greenlanders. Being able to distinguish between individuals with different copy numbers of GSTM1 and GSTT1 allows for investigating whether these genes influence factors like cancer susceptibility or drug response in a dose-dependent manner.
This document summarizes a study examining the role of the long non-coding RNA Saf and splicing factor 45 in regulating alternative splicing of the Fas pre-mRNA and production of soluble Fas protein. The main findings are:
1) Saf is predominantly localized to the nucleus of cells. Overexpression of Saf in cell lines resulted in minimal effects on global gene expression.
2) Saf interacts with Fas pre-mRNA and splicing factor 45. This interaction promotes the skipping of exon 6 in the Fas pre-mRNA, leading to increased production of soluble Fas protein.
3) Soluble Fas protein protects cells from Fas ligand-induced apoptosis by binding to the ligand and blocking
1) Researchers identified differential methylation of the GRIN2D gene in colon cancer cells using reduced representation bisulfite sequencing, finding it demethylated in approximately 60% of cell lines. 2) They confirmed this epigenetic alteration led to upregulated GRIN2D expression and assessed its role in the cancer phenotype. 3) Knockdown of GRIN2D expression in demethylated RKO colon cancer cells using shRNA corresponded to reduced cell growth, suggesting GRIN2D demethylation contributes to the tumor cell phenotype. Future replication of these findings is needed to fully understand the significance.
This document discusses FLT3-ITD mutations in acute myeloid leukemia (AML) and the use of FLT3 tyrosine kinase inhibitors (TKIs) in the setting of allogeneic stem cell transplantation for AML. FLT3-ITD mutations occur in around 25% of AML cases and are associated with an inferior prognosis. TKIs like sorafenib and quizartinib have shown efficacy in relapsed/refractory FLT3-ITD positive AML, particularly after allogeneic stem cell transplantation. Ongoing clinical trials are investigating the use of TKIs as maintenance therapy before and after transplantation to improve outcomes for AML patients with FLT
Detection of heterogeneous flt3 itd mutant variants inkamalmodi481
This document discusses the FLT3 gene, which encodes a receptor tyrosine kinase involved in hematopoiesis. Mutations in this gene, especially internal tandem duplications (ITDs), can cause leukemia. ITD mutations involve duplications in the juxtamembrane domain and are associated with poor prognosis in acute myeloid leukemia. The allelic ratio of mutant to wild-type FLT3 is a prognostic indicator, with ratios below 0.5 indicating more favorable outcomes. Several FLT3 inhibitors have been developed that compete with ATP binding and inhibit mutant FLT3 signaling. The document then describes a specific case where two ITD variants were detected with low allelic ratios, suggesting a favorable prognosis.
1. Receptor tyrosine kinases (RTKs) drive key cancer pathways and can be exploited as therapeutic targets, as shown by drugs like imatinib that inhibit mutated kinases in cancers.
2. RTK inhibitors have shown efficacy against cancers dependent on single kinases, but resistance often emerges through secondary mutations or bypass pathways.
3. Effective combination therapies are needed to overcome resistance, such as combining RTK inhibitors with other drugs that block downstream or bypass pathways.
This document discusses emerging treatment paradigms for acute myeloid leukemia (AML) using FLT3 inhibitors. It describes how mutations in the FLT3 gene are common in AML and drive proliferation. Several generations of FLT3 inhibitors have been developed, including lestaurtinib, sorafenib, midostaurin, quizartinib, crenolanib, and gilteritinib. Clinical trials show that midostaurin and chemotherapy improves survival for FLT3 mutated AML. Quizartinib improves outcomes for relapsed AML. Ongoing research continues to evaluate FLT3 inhibitors in combination with chemotherapy.
This document summarizes research on the role of NFAT5 deficiency in immunodeficiency and autoimmune enterocolopathy. The researchers identified a deletion of the NFAT5 gene in a patient with unexplained infections and chronic intestinal inflammation. Further analysis showed NFAT5 deficiency resulted in reduced natural killer cells and impaired T cell function and cytokine production. Studies in human cells and mouse models confirmed the link between immune cell dysfunction and NFAT5 deficiency. The research demonstrates how genetic analysis can help clinical diagnosis and provide novel insights into disease mechanisms.
Epigenetic silencing of MGMT (O6-methylguanine DNA methyltransferase) gene in...arman170701
O6–methylgunine-DNA methyltransferace (MGMT) is a DNA binding protein that is involved in repairing mutations.
MGMT gene - a tumor suppressor gene that codes MGMT (O6-methylguanine DNA methyltransferase) protein.
The MGMT protein removes mutagenic methyl groups from guanines through the methyltransferase activity.
Third-generation EGFR TKIs such as AZD9291 were developed to target the T790M mutation and sensitizing EGFR mutations more selectively than wild-type EGFR. However, resistance still develops. The study profiled tumors from patients treated with third-generation TKIs and identified potential resistance mechanisms, including ERBB2 and MET amplification as well as a secondary KRAS mutation. Dual inhibition of EGFR and downstream effectors like MEK may help overcome resistance caused by these bypass mechanisms.
Insights into the tumor microenvironment and therapeutic T cell manufacture r...Thermo Fisher Scientific
TCRβ immune repertoire analysis by next-generation sequencing is emerging as a valuable tool for research studies of the tumor microenvironment and potential immune responses to cancer immunotherapy1-4. Here we describe a multiplex PCR-based TCRβ sequencing assay (Ion AmpliSeqTM Immune Repertoire Assay Plus – TCRβ) that leverages Ion AmpliSeq library construction chemistry and the long read capability of the Ion S5 530TM chip to provide coverage of all three CDR domains of the human TCRβ chain. We demonstrate use of the assay to evaluate tumor-infiltrating T cell repertoire features and monitor manufacture of therapeutic T cells.
Widespread human T cell receptor beta variable gene polymorphism: implication...Thermo Fisher Scientific
Polymorphism within the TCRB variable gene (TRBV) has been linked to chronic autoimmune diseases such as Type 1 Diabetes, Rheumatoid Arthritis, Psoriatic Arthritis, Multiple Sclerosis and Asthma (1-8), and may also be mechanistically linked to immune mediated adverse events (IMAEs) during immunotherapy (9-11). Here we use the Ion-AmpliSeq™ Immune Repertoire Plus TCRB assay to evaluate TRBV gene polymorphism in a group of 85 Caucasians with melanoma. The assay provides coverage of all three CDR domains to enable detection of TRBV polymorphism. We find evidence of extensive genetic diversity within the TRBV gene, including 15 nonsynonymous variants that are absent from the IMGT database (12). TRBV gene allele typing may provide rich biomarker information for the prediction of IMAEs and chronic autoimmune disease.
Reduced representation bisulfite sequencing identified differential hypermethylation of the c-MER proto-oncogene (MERTK) in approximately 25% of colon cancer cell lines and tumors. Rapid amplification of cDNA ends showed predominantly 5' truncated MERTK mRNA transcripts in methylated colon cancer cell lines. The document aims to determine the mechanism by which hypermethylation alters MERTK expression and transcript structure. The authors hypothesize that methylation causes alternative splicing producing a constitutively active truncated tyrosine kinase. They plan to clone truncated cDNA fragments into cell lines to assess effects on MERTK activation, cell growth, and subcellular localization.
1) MKP1/CL100 expression is higher in NSCLC tumor cells compared to normal bronchial epithelium, with staining mainly in tumor cell nuclei.
2) Cisplatin treatment of NSCLC cells activates the JNK and p38 signaling pathways.
3) Inhibiting MKP1 expression in NSCLC cells using siRNA increases their sensitivity to cisplatin treatment over 10-fold, both in cells and in mouse tumor models. MKP1 inhibition contributes to slower tumor growth and increased cisplatin-induced cell death in NSCLC.
Silencing c-Myc translation as a therapeutic strategy through targeting PI3Kd...Mark Lipstein
This document summarizes a study examining the combination of a novel PI3Kδ inhibitor, TGR-1202, with the proteasome inhibitor carfilzomib for treating hematological malignancies. The study found that TGR-1202 synergizes strongly with carfilzomib in lymphoma, leukemia, and myeloma cell lines and primary cells by silencing c-Myc translation. This synergistic effect is driven by TGR-1202's unexpected additional activity of inhibiting CK1ε, which contributes to repressing phosphorylation of 4E-BP1 and lowering c-Myc protein levels. The results suggest that TGR-1202, as a dual PI3Kδ/CK1ε inhibitor, may have
MED12 controls the response to multiple cancer drugs through regulation of TG...Anirudh Prahallad
This study used an RNAi screen to identify MED12, a component of the transcriptional MEDIATOR complex, as a determinant of response to ALK and EGFR inhibitors in lung cancer cell lines. The study found that suppressing MED12 expression resulted in resistance to these targeted therapies. MED12 was found to negatively regulate TGF-β receptor signaling through physical interaction, and its suppression activated TGF-β signaling. Activation of TGF-β signaling led to MEK/ERK pathway activation, which conferred resistance to MEK, BRAF, and other cancer drugs. Loss of MED12 also induced an EMT-like phenotype associated with chemotherapy resistance in other cancer types. Inhibiting TGF-β receptor signaling
Src jbbr-20-120 Dr. ihsan edan abdulkareem alsaimary PROFESSOR IN MEDICAL M...dr.Ihsan alsaimary
Dr. ihsan edan abdulkareem alsaimary
PROFESSOR IN MEDICAL MICROBIOLOGY AND MOLECULAR IMMUNOLOGY
ihsanalsaimary@gmail.com
mobile : 009647801410838
university of basrah - college of medicine - basrah -IRAQ
This study investigated the effects of artesunate on drug resistance in lung carcinoma cell lines. The results showed that:
1) Artesunate attenuated the viability of drug-resistant lung carcinoma cell lines A549/DDP and SBC-3/ADM and suppressed the multidrug resistance protein BCRP.
2) Artesunate treatment upregulated miR-493-5p expression and downregulated the target gene BRCA1 in the drug-resistant cell lines.
3) Silencing miR-493-5p reversed the anti-drug resistance effects of artesunate by increasing cell viability and BCRP expression and upregulating the BRCA1 pathway.
This document summarizes research finding that elevated activity of the Akt protein protects prostate cancer LNCaP cells from apoptosis induced by TRAIL (tumor necrosis factor-related apoptosis-inducing ligand). The researchers found that LNCaP cells have high constitutive Akt activity due to lack of the PTEN lipid phosphatase. Inhibiting PI3-kinase, which activates Akt, sensitized LNCaP cells to TRAIL-induced apoptosis. TRAIL alone activated caspases 8 and XIAP in LNCaP cells but failed to induce full apoptosis. Combining TRAIL with Akt inhibitors allowed cleavage of BID and subsequent mitochondrial apoptosis steps. Akt inhibition of BID cleavage appears to mediate the protective effect
Undergraduate Research Symposium PosterTim Krueger
Treatment with epigenetic drugs that inhibit DNA methyltransferases or histone deacetylases increased expression of the cancer-testis antigen SSX2 in prostate cancer cell lines. BET bromodomain inhibition with JQ1 decreased expression of most antigens and antigen processing machinery, making it a poor choice for increasing immune recognition of prostate cancer cells. However, JQ1 increased expression of the androgen receptor and prostate-specific antigen in androgen receptor-positive cell lines, demonstrating that epigenetic inhibitors can modulate genes involved in immune recognition. Further study of other bromodomain inhibitors may identify alternatives that reverse aberrant gene silencing in prostate cancer.
Opportunities and challenges provided by crosstalk between signalling pathway...Anirudh Prahallad
This document summarizes opportunities and challenges in exploiting crosstalk between signaling pathways for cancer treatment. It discusses how inhibition of one pathway can activate a secondary survival pathway, conferring resistance. The review evaluates using genetic approaches to identify pathway crosstalk and develop combination therapies. It provides examples where targeting two interacting pathways showed stronger effects than single agents, including combinations of BRAF/EGFR inhibitors for BRAF mutant colon cancer and MEK/ERBB3 inhibitors for KRAS mutant cancers.
El documento describe el sistema nervioso central. Está formado por el cerebro, el cerebelo y el tronco encefálico. El cerebro se divide en dos hemisferios y cuatro lóbulos y se encarga de funciones como el pensamiento, la memoria y el control motor. El cerebelo coordina el movimiento muscular y el equilibrio. El tronco encefálico incluye el mesencéfalo, la protuberancia y el bulbo raquídeo y controla funciones vitales.
1) Researchers identified differential methylation of the GRIN2D gene in colon cancer cells using reduced representation bisulfite sequencing, finding it demethylated in approximately 60% of cell lines. 2) They confirmed this epigenetic alteration led to upregulated GRIN2D expression and assessed its role in the cancer phenotype. 3) Knockdown of GRIN2D expression in demethylated RKO colon cancer cells using shRNA corresponded to reduced cell growth, suggesting GRIN2D demethylation contributes to the tumor cell phenotype. Future replication of these findings is needed to fully understand the significance.
This document discusses FLT3-ITD mutations in acute myeloid leukemia (AML) and the use of FLT3 tyrosine kinase inhibitors (TKIs) in the setting of allogeneic stem cell transplantation for AML. FLT3-ITD mutations occur in around 25% of AML cases and are associated with an inferior prognosis. TKIs like sorafenib and quizartinib have shown efficacy in relapsed/refractory FLT3-ITD positive AML, particularly after allogeneic stem cell transplantation. Ongoing clinical trials are investigating the use of TKIs as maintenance therapy before and after transplantation to improve outcomes for AML patients with FLT
Detection of heterogeneous flt3 itd mutant variants inkamalmodi481
This document discusses the FLT3 gene, which encodes a receptor tyrosine kinase involved in hematopoiesis. Mutations in this gene, especially internal tandem duplications (ITDs), can cause leukemia. ITD mutations involve duplications in the juxtamembrane domain and are associated with poor prognosis in acute myeloid leukemia. The allelic ratio of mutant to wild-type FLT3 is a prognostic indicator, with ratios below 0.5 indicating more favorable outcomes. Several FLT3 inhibitors have been developed that compete with ATP binding and inhibit mutant FLT3 signaling. The document then describes a specific case where two ITD variants were detected with low allelic ratios, suggesting a favorable prognosis.
1. Receptor tyrosine kinases (RTKs) drive key cancer pathways and can be exploited as therapeutic targets, as shown by drugs like imatinib that inhibit mutated kinases in cancers.
2. RTK inhibitors have shown efficacy against cancers dependent on single kinases, but resistance often emerges through secondary mutations or bypass pathways.
3. Effective combination therapies are needed to overcome resistance, such as combining RTK inhibitors with other drugs that block downstream or bypass pathways.
This document discusses emerging treatment paradigms for acute myeloid leukemia (AML) using FLT3 inhibitors. It describes how mutations in the FLT3 gene are common in AML and drive proliferation. Several generations of FLT3 inhibitors have been developed, including lestaurtinib, sorafenib, midostaurin, quizartinib, crenolanib, and gilteritinib. Clinical trials show that midostaurin and chemotherapy improves survival for FLT3 mutated AML. Quizartinib improves outcomes for relapsed AML. Ongoing research continues to evaluate FLT3 inhibitors in combination with chemotherapy.
This document summarizes research on the role of NFAT5 deficiency in immunodeficiency and autoimmune enterocolopathy. The researchers identified a deletion of the NFAT5 gene in a patient with unexplained infections and chronic intestinal inflammation. Further analysis showed NFAT5 deficiency resulted in reduced natural killer cells and impaired T cell function and cytokine production. Studies in human cells and mouse models confirmed the link between immune cell dysfunction and NFAT5 deficiency. The research demonstrates how genetic analysis can help clinical diagnosis and provide novel insights into disease mechanisms.
Epigenetic silencing of MGMT (O6-methylguanine DNA methyltransferase) gene in...arman170701
O6–methylgunine-DNA methyltransferace (MGMT) is a DNA binding protein that is involved in repairing mutations.
MGMT gene - a tumor suppressor gene that codes MGMT (O6-methylguanine DNA methyltransferase) protein.
The MGMT protein removes mutagenic methyl groups from guanines through the methyltransferase activity.
Third-generation EGFR TKIs such as AZD9291 were developed to target the T790M mutation and sensitizing EGFR mutations more selectively than wild-type EGFR. However, resistance still develops. The study profiled tumors from patients treated with third-generation TKIs and identified potential resistance mechanisms, including ERBB2 and MET amplification as well as a secondary KRAS mutation. Dual inhibition of EGFR and downstream effectors like MEK may help overcome resistance caused by these bypass mechanisms.
Insights into the tumor microenvironment and therapeutic T cell manufacture r...Thermo Fisher Scientific
TCRβ immune repertoire analysis by next-generation sequencing is emerging as a valuable tool for research studies of the tumor microenvironment and potential immune responses to cancer immunotherapy1-4. Here we describe a multiplex PCR-based TCRβ sequencing assay (Ion AmpliSeqTM Immune Repertoire Assay Plus – TCRβ) that leverages Ion AmpliSeq library construction chemistry and the long read capability of the Ion S5 530TM chip to provide coverage of all three CDR domains of the human TCRβ chain. We demonstrate use of the assay to evaluate tumor-infiltrating T cell repertoire features and monitor manufacture of therapeutic T cells.
Widespread human T cell receptor beta variable gene polymorphism: implication...Thermo Fisher Scientific
Polymorphism within the TCRB variable gene (TRBV) has been linked to chronic autoimmune diseases such as Type 1 Diabetes, Rheumatoid Arthritis, Psoriatic Arthritis, Multiple Sclerosis and Asthma (1-8), and may also be mechanistically linked to immune mediated adverse events (IMAEs) during immunotherapy (9-11). Here we use the Ion-AmpliSeq™ Immune Repertoire Plus TCRB assay to evaluate TRBV gene polymorphism in a group of 85 Caucasians with melanoma. The assay provides coverage of all three CDR domains to enable detection of TRBV polymorphism. We find evidence of extensive genetic diversity within the TRBV gene, including 15 nonsynonymous variants that are absent from the IMGT database (12). TRBV gene allele typing may provide rich biomarker information for the prediction of IMAEs and chronic autoimmune disease.
Reduced representation bisulfite sequencing identified differential hypermethylation of the c-MER proto-oncogene (MERTK) in approximately 25% of colon cancer cell lines and tumors. Rapid amplification of cDNA ends showed predominantly 5' truncated MERTK mRNA transcripts in methylated colon cancer cell lines. The document aims to determine the mechanism by which hypermethylation alters MERTK expression and transcript structure. The authors hypothesize that methylation causes alternative splicing producing a constitutively active truncated tyrosine kinase. They plan to clone truncated cDNA fragments into cell lines to assess effects on MERTK activation, cell growth, and subcellular localization.
1) MKP1/CL100 expression is higher in NSCLC tumor cells compared to normal bronchial epithelium, with staining mainly in tumor cell nuclei.
2) Cisplatin treatment of NSCLC cells activates the JNK and p38 signaling pathways.
3) Inhibiting MKP1 expression in NSCLC cells using siRNA increases their sensitivity to cisplatin treatment over 10-fold, both in cells and in mouse tumor models. MKP1 inhibition contributes to slower tumor growth and increased cisplatin-induced cell death in NSCLC.
Silencing c-Myc translation as a therapeutic strategy through targeting PI3Kd...Mark Lipstein
This document summarizes a study examining the combination of a novel PI3Kδ inhibitor, TGR-1202, with the proteasome inhibitor carfilzomib for treating hematological malignancies. The study found that TGR-1202 synergizes strongly with carfilzomib in lymphoma, leukemia, and myeloma cell lines and primary cells by silencing c-Myc translation. This synergistic effect is driven by TGR-1202's unexpected additional activity of inhibiting CK1ε, which contributes to repressing phosphorylation of 4E-BP1 and lowering c-Myc protein levels. The results suggest that TGR-1202, as a dual PI3Kδ/CK1ε inhibitor, may have
MED12 controls the response to multiple cancer drugs through regulation of TG...Anirudh Prahallad
This study used an RNAi screen to identify MED12, a component of the transcriptional MEDIATOR complex, as a determinant of response to ALK and EGFR inhibitors in lung cancer cell lines. The study found that suppressing MED12 expression resulted in resistance to these targeted therapies. MED12 was found to negatively regulate TGF-β receptor signaling through physical interaction, and its suppression activated TGF-β signaling. Activation of TGF-β signaling led to MEK/ERK pathway activation, which conferred resistance to MEK, BRAF, and other cancer drugs. Loss of MED12 also induced an EMT-like phenotype associated with chemotherapy resistance in other cancer types. Inhibiting TGF-β receptor signaling
Src jbbr-20-120 Dr. ihsan edan abdulkareem alsaimary PROFESSOR IN MEDICAL M...dr.Ihsan alsaimary
Dr. ihsan edan abdulkareem alsaimary
PROFESSOR IN MEDICAL MICROBIOLOGY AND MOLECULAR IMMUNOLOGY
ihsanalsaimary@gmail.com
mobile : 009647801410838
university of basrah - college of medicine - basrah -IRAQ
This study investigated the effects of artesunate on drug resistance in lung carcinoma cell lines. The results showed that:
1) Artesunate attenuated the viability of drug-resistant lung carcinoma cell lines A549/DDP and SBC-3/ADM and suppressed the multidrug resistance protein BCRP.
2) Artesunate treatment upregulated miR-493-5p expression and downregulated the target gene BRCA1 in the drug-resistant cell lines.
3) Silencing miR-493-5p reversed the anti-drug resistance effects of artesunate by increasing cell viability and BCRP expression and upregulating the BRCA1 pathway.
This document summarizes research finding that elevated activity of the Akt protein protects prostate cancer LNCaP cells from apoptosis induced by TRAIL (tumor necrosis factor-related apoptosis-inducing ligand). The researchers found that LNCaP cells have high constitutive Akt activity due to lack of the PTEN lipid phosphatase. Inhibiting PI3-kinase, which activates Akt, sensitized LNCaP cells to TRAIL-induced apoptosis. TRAIL alone activated caspases 8 and XIAP in LNCaP cells but failed to induce full apoptosis. Combining TRAIL with Akt inhibitors allowed cleavage of BID and subsequent mitochondrial apoptosis steps. Akt inhibition of BID cleavage appears to mediate the protective effect
Undergraduate Research Symposium PosterTim Krueger
Treatment with epigenetic drugs that inhibit DNA methyltransferases or histone deacetylases increased expression of the cancer-testis antigen SSX2 in prostate cancer cell lines. BET bromodomain inhibition with JQ1 decreased expression of most antigens and antigen processing machinery, making it a poor choice for increasing immune recognition of prostate cancer cells. However, JQ1 increased expression of the androgen receptor and prostate-specific antigen in androgen receptor-positive cell lines, demonstrating that epigenetic inhibitors can modulate genes involved in immune recognition. Further study of other bromodomain inhibitors may identify alternatives that reverse aberrant gene silencing in prostate cancer.
Opportunities and challenges provided by crosstalk between signalling pathway...Anirudh Prahallad
This document summarizes opportunities and challenges in exploiting crosstalk between signaling pathways for cancer treatment. It discusses how inhibition of one pathway can activate a secondary survival pathway, conferring resistance. The review evaluates using genetic approaches to identify pathway crosstalk and develop combination therapies. It provides examples where targeting two interacting pathways showed stronger effects than single agents, including combinations of BRAF/EGFR inhibitors for BRAF mutant colon cancer and MEK/ERBB3 inhibitors for KRAS mutant cancers.
El documento describe el sistema nervioso central. Está formado por el cerebro, el cerebelo y el tronco encefálico. El cerebro se divide en dos hemisferios y cuatro lóbulos y se encarga de funciones como el pensamiento, la memoria y el control motor. El cerebelo coordina el movimiento muscular y el equilibrio. El tronco encefálico incluye el mesencéfalo, la protuberancia y el bulbo raquídeo y controla funciones vitales.
Os bancos de dados NoSQL, outrora uma tendência, são atualmente a realidade no que diz respeito ao armazenamento dos grandes volumes de dados gerenciados pelas aplicações de Big Data. Contudo, a Big Data, traz também outros desafios como o acesso integrado e em tempo real a fontes variadas de informação. Embora sejam relativamente recentes na história da Ciência da Computação, em muitos aspectos os NoSQL são suportados por uma longa tradição de conceitos e ferramentas. Este fato é especialmente visível na integração de NoSQL, onde as ideias bem conhecidas, tais como federação, integração e migração ainda são válidas. Nesse sentido, esse trabalho comparou as obras mais recentes que lidam com o acesso integrado vários bancos de dados NoSQL. Tais trabalhos propõem diferentes níveis de solução, que vão desde simples integrações em nível de código até criação de modelos integrados, contudo há uma lacuna no que diz respeito ao acesso integrado, semântico e em tempo real aos repositórios NoSQL. A partir desta análise, é proposto middleware chamado Rendezvous que oferece acesso integrado considerando uma visão semântica dos dados - usando os padrões RDF e SPARQL - pertencentes a qualquer um dos principais modelos de dados NoSQL – chave-valor, colunar, documento e grafos – e permite acesso em tempo real os dados gerenciados pelo middleware Rendezvous.
Mobile Stock Control (MSC) is a web application accessed via handheld devices to manage stock control activities in stores. It allows users to count inventory, make transfers, record wastage, map products and fixtures, and perform gap scans. Data from the handheld devices is updated to the central CR system to update stock levels. MSC has two environments - production and pilot. It utilizes servers and has defined timelines for activities like counts and gap scans. Portals are available for alerts and troubleshooting support.
This document provides examples and explanations for finding the x-intercept and y-intercept of linear equations and using those intercepts to graph the line. It discusses interpreting the intercepts in real world contexts like time to complete a race or amount of items that can be purchased. Students are given examples of finding intercepts, graphing lines by plotting the intercept points, and word problems involving linear equations.
This is a brief presentation that I created to describe the potential opportunity set in maritime infrastructure and transportation globally (but with a focus on S.E. Asia)
This is a rental solution for LED screen regarding CONTROL SYSTEM. It is powerful, intuitive and promising. You can contact editor for more info if interested.
Vitthal Bundhe is seeking a position that utilizes his 7 years of experience in accounting and finance. He has held positions such as Senior Executive Accounts at Brainbess solutions Pvt. Ltd and Finance Assistant at Thermax Ltd. His responsibilities have included bank and payment gateway reconciliation, expense booking, period end closing activities, supplier payment processing, and preparation of financial reports. He is proficient in ERP systems like Oracle and Tally.
El Real Madrid es uno de los clubes de fútbol más exitosos del mundo. Algunos de sus jugadores más importantes a lo largo de la historia incluyen a Alfredo Di Stéfano, quien ayudó al club a ganar cinco Copas de Europa consecutivas en la década de 1950, y Cristiano Ronaldo, el máximo goleador del club de todos los tiempos.
O documento discute arquiteturas, ferramentas e padrões de desenvolvimento para integrar aplicações que usam múltiplos bancos de dados NoSQL e SQL. Apresenta os desafios de modelagem de dados nesse cenário e como frameworks como Spring Data podem facilitar o acesso a diversos bancos de dados no desenvolvimento. Também aborda técnicas como agregação, joins e sincronização para integrar dados armazenados em bancos diferentes.
This lesson plan focuses on teaching students to read charts and graphs. It includes objectives, materials, and steps for the lesson. The teacher will present charts and graphs about cartoon viewing preferences and national heroes. Students will analyze the visuals and answer questions to demonstrate their understanding. They will also be assessed on their ability to research and organize different types of graphs. The goal is for students to improve their comprehension and recall through using graphic organizers.
The document discusses exception handling in Scala code. It provides examples of the original code with try/catch blocks, a modified version that handles specific exception types in catch, and an improved approach that centralizes exception handling. The improved approach throws a custom CandAllExceptions for any exception in the catch block, allowing exceptions to be handled in one place rather than throughout the code. It also discusses best practices like using ProcessLogger instead of Process to catch process exceptions, creating custom exceptions with messages and causes, and annotating methods with @throws only if calling from Java.
1. La tuberculosis es una infección causada por la bacteria Mycobacterium tuberculosis que se transmite por vía aérea y normalmente afecta los pulmones.
2. Aunque la mayoría de las personas infectadas no desarrollan la enfermedad activa, aquellas con el sistema inmunológico debilitado corren mayor riesgo de reactivación de la infección latente.
3. El diagnóstico definitivo requiere el aislamiento de la bacteria en cultivos, aunque exámenes como la baciloscopia, pruebas de ADA
This document provides an overview and introduction to Cassandra including:
- An agenda that outlines the topics covered in the overview including architecture, data modeling differences from RDBMS, and CQL.
- Recommended resources for learning more about Cassandra including documentation, video courses, books, and articles.
- Requirements that Cassandra aims to meet for database management including scaling, uptime, performance, and cost.
- Key aspects of Cassandra including being open source, distributed, decentralized, scalable, fault tolerant, and using a flexible data model.
- Examples of large companies that use Cassandra in production including Apple, Netflix, eBay, and others handling large datasets.
Inspiring Leadership through Emotional IntelligenceJoshua Machtinger
Joshua Machtinger completed an online course in emotional intelligence through Coursera authorized by Case Western Reserve University. The course was titled "Inspiring Leadership through Emotional Intelligence" and was non-credit bearing. His completion of the course requirements is verified by both the signature of the course professor Richard E. Boyatzis and an online verification through Coursera.
Enhanced NK cell adoptive antitumor effects against breast cancer in vitroRahul Gupta
This is the research paper which i have been choosen for presentation "Enhance NK cell adoptive antitumor effects against breast cancer in vitro via blockade of the Transforming Growth Factor-Beta".
APL:Retinoic Acid and Retinoid Pharmacology, a Breakthrough TodayAnonIshanvi
Acute promyelocytic leukemia(APL),a specific characteristic of t(15;17) chromosomal translocation,molecular gene analyses are conclusive in vivo evidence that oncogenic pml/RARa fusion plays a crucial role in APL leukemogenesis [1-3]. Since the introduction of initial 13-cis retinoic acid(13-cis RA)[4],and currently all-trans RA(ATRA) [5] and tamibarotene [6],RA plus chemotherapy or RA plus As2O3 regimen is currently the standard of care [7]...
APL:Retinoic Acid and Retinoid Pharmacology, a Breakthrough TodayJohnJulie1
1. Acute promyelocytic leukemia (APL) is caused by the t(15;17) chromosomal translocation resulting in the oncogenic PML/RARα fusion protein.
2. PML/RARα acts as a constitutive transcriptional repressor, blocking differentiation of promyelocytes. Retinoic acid relieves this repression by converting PML/RARα to an activator of transcription, inducing maturation of promyelocytes.
3. The elucidation of the molecular mechanisms of retinoic acid and retinoid pharmacology in APL has established retinoic acid and arsenic trioxide-based regimens as the standard of
APL:Retinoic Acid and Retinoid Pharmacology, a Breakthrough TodayEditorSara
Acute promyelocytic leukemia(APL),a specific characteristic of t(15;17) chromosomal translocation,molecular gene analyses are conclusive in vivo evidence that oncogenic pml/RARa fusion plays a crucial role in APL leukemogenesis [1-3]. Since the introduction of initial 13-cis retinoic acid(13-cis RA)[4],and currently all-trans RA(ATRA) [5] and tamibarotene [6],RA plus chemotherapy or RA plus As2O3 regimen is currently the standard of care [7]...
APL:Retinoic Acid and Retinoid Pharmacology, a Breakthrough TodayNainaAnon
Acute promyelocytic leukemia(APL),a specific characteristic of t(15;17) chromosomal translocation,molecular gene analyses are conclusive in vivo evidence that oncogenic pml/RARa fusion plays a crucial role in APL leukemogenesis [1-3]. Since the introduction of initial 13-cis retinoic acid(13-cis RA)[4],and currently all-trans RA(ATRA) [5] and tamibarotene [6],RA plus chemotherapy or RA plus As2O3 regimen is currently the standard of care [7]...
APL:Retinoic Acid and Retinoid Pharmacology, a Breakthrough Todaydaranisaha
Acute promyelocytic leukemia(APL),a specific characteristic of t(15;17) chromosomal translocation,molecular gene analyses are conclusive in vivo evidence that oncogenic pml/RARa fusion plays a crucial role in APL leukemogenesis [1-3]. Since the introduction of initial 13-cis retinoic acid(13-cis RA)[4],and currently all-trans RA(ATRA) [5] and tamibarotene [6],RA plus chemotherapy or RA plus As2O3 regimen is currently the standard of care [7]...
Acute promyelocytic leukemia(APL),a specific characteristic of t(15;17) chromosomal
translocation,molecular gene analyses are conclusive in vivo evidence that oncogenic pml/RARa
fusion plays a crucial role in APL leukemogenesis [1-3]. Since the introduction of initial 13-cis
retinoic acid(13-cis RA)[4],and currently all-trans RA(ATRA) [5] and tamibarotene [6],RA plus
chemotherapy or RA plus As2O3 regimen is currently the standard of care [7]. APL has a very
good prognosis,with long-term survival rates up to near 70%-90%.The elucidation of the molecular basis of retinoic acid and retinoid pharmacology in APL has been illustrated in several publications
APL:Retinoic Acid and Retinoid Pharmacology, a Breakthrough Todaysemualkaira
Acute promyelocytic leukemia(APL),a specific characteristic of t(15;17) chromosomal
translocation,molecular gene analyses are conclusive in vivo evidence that oncogenic pml/RARa
fusion plays a crucial role in APL leukemogenesis [1-3]. Since the introduction of initial 13-cis
retinoic acid(13-cis RA)[4],and currently all-trans RA(ATRA) [5] and tamibarotene [6],RA plus
chemotherapy or RA plus As2O3 regimen is currently the standard of care [7]. APL has a very
good prognosis,with long-term survival rates up to near 70%-90%.The elucidation of the molecular basis of retinoic acid and retinoid pharmacology in APL has been illustrated in several publications
APL:Retinoic Acid and Retinoid Pharmacology, a Breakthrough TodayClinicsofOncology
Acute promyelocytic leukemia(APL),a specific characteristic of t(15;17) chromosomal translocation,molecular gene analyses are conclusive in vivo evidence that oncogenic pml/RARa fusion plays a crucial role in APL leukemogenesis [1-3]. Since the introduction of initial 13-cis retinoic acid(13-cis RA)[4],and currently all-trans RA(ATRA) [5] and tamibarotene [6],RA plus chemotherapy or RA plus As2O3 regimen is currently the standard of care
APL:Retinoic Acid and Retinoid Pharmacology, a Breakthrough Todaysemualkaira
Acute promyelocytic leukemia(APL),a specific characteristic of t(15;17) chromosomal translocation,molecular gene analyses are conclusive in vivo evidence that oncogenic pml/RARa fusion plays a crucial role in APL leukemogenesis [1-3]. Since the introduction of initial 13-cis retinoic acid(13-cis RA)[4],and currently all-trans RA(ATRA) [5] and tamibarotene [6],RA plus chemotherapy or RA plus As2O3 regimen is currently the standard of care [7]...
This document discusses how tissue biomarker data can help tailor treatment pathways for colorectal cancer. It defines biomarkers and describes different types including diagnostic, prognostic, predictive, and surveillance. It outlines several molecular markers analyzed in CRC like extended RAS testing, BRAF mutations, microsatellite instability, tumor location, circulating tumor DNA, HER2 amplification, fusions, consensus molecular subtypes, and circulating tumor DNA for minimal residual disease. Several molecular markers are associated with prognosis and predictive of treatment response including anti-EGFR therapies. Analyzing these tissue and blood-based biomarkers is important for precision oncology in colorectal cancer.
This document discusses a study that tested whether combining nelfinavir and curcumin could increase the efficacy of docetaxel in treating castration-resistant prostate cancer. The study found that exposing castration-resistant prostate cancer cells to physiological concentrations of nelfinavir and curcumin significantly enhanced the cytotoxicity of low-dose docetaxel and induced apoptosis. Molecular studies showed this 3-drug combination more strongly suppressed the AKT survival pathway and induced ER stress pathways in cancer cells compared to normal cells. In mouse models, the 3-drug combination also significantly enhanced the antitumor effects of docetaxel compared to docetaxel alone. Therefore, combining nelfinav
ABSTRACT- Multiple Drug resistance (MDR) tuberculosis timely diagnose is of utmost clinical relevance and needs to be diagnose at initial stages for the proper treatment. The current study was done to detect the several genes for MDR tuberculosis (TB) in clinical isolates by molecular tools. 60 clinical isolates were collected and subjected for AFB smear preparation, Nested PCR (IS6110) for mycobacterium tuberculosis complex detection and MDR TB PCR targeting rpoB, kat G, mab A promoter. 12 came positive for AFB smears, out of which 08 were pulmonary and 04 were extra pulmonary. Nested PCR targeting IS6110 gene was amplified at 123 base pairs with 340 base pairs as IC (internal control) was seen in 25 cases which include 19 pulmonary and 6 extra pulmonary. The Positive TB PCR specimens were subjected for MDRTB PCR Only 06 cases yielded, an amplicon of 315 bp confirming the rpoB gene resistance for resistance for rifampcin drug. In any of the 06 positives none of the other resistance gene other than rpoB was amplified. Targeting multiple genes at once, additional information will be gained from a single test run that otherwise would require several times the reagents and more time to perform. Current study signifies the usage of quick, cost effective, DNA sequences based method for MDR TB detection where disease will be diagnosed earlier and hence treatment would be started at an early stage.
Keywords: Multiple drug resistance, amplicon, Polymerase chain reaction, Nested PCR, Rifampicin.
Clinical Development of ADC Drugs Targeting TROP-2.pdfDoriaFang
TROP-2 is expressed in many tumor types, making it an emerging and popular target for ADC development. This article introduces clinical development of ADC drugs targeting TROP-2.
This study found that acute myeloid leukemia (AML) cells driven by the fusion oncogenes AML1-ETO and PML-RARα have increased DNA damage and are more sensitive to PARP inhibitors compared to AML cells driven by MLL-AF9. Sensitivity to PARP inhibitors was correlated with lower expression of DNA damage response genes. The study also found that modulating the activity of the oncogene HOXA9, which is highly expressed in MLL-AF9 AML, could render those cells sensitive to PARP inhibitors by reducing DNA repair capacity. Combining PARP inhibitors with agents that target HOXA9 may be a promising new therapeutic strategy for AML.
ShRNA-specific regulation of FMNL2 expression in P19 cellsYousefLayyous
This video encompasses all the steps and data produced for my graduation project in BSc in Biopharmaceutical science. During the course of the project we modified mammalian cells using Short Hairpin RNA to inhibit the correct function of the cytoskelleton. In this way we studied the importance of FMNL2 for the activation and regulation of actin fibers. Among the methods used are Flourescent microscopy, mamallian cell culture, cloning and flow cytometry.
E research feb2016 sifting the needles in the haystackTom Kelly
This document summarizes a bioinformatics analysis that used resampling techniques to compare predicted synthetic lethal gene interactions to experimental screening data. The analysis predicted synthetic lethal partners for the CDH1 gene in breast cancer using a method called SLIPT. Pathway enrichment analysis found several pathways enriched in both the SLIPT predictions and intersections with experimental screens, including cell cycle, DNA repair, and WNT signaling pathways. Resampling by permutation was used to generate a null distribution of pathway enrichments and test if overlaps between SLIPT predictions and screens were higher than expected by chance. Several pathways, including translation, nonsense mediated decay, and immune pathways, were significantly enriched in both datasets after multiple testing correction. The analysis provides computational validation of predicted synthetic lethal
This document describes a bioinformatic methodology to predict synthetic lethal drug targets for cancers deficient in the tumor suppressor gene E-cadherin (CDH1). The methodology analyzes gene expression data from public databases to identify genes whose expression levels correlate with CDH1. Known synthetic lethal interactions, like between BRCA and PARP1, were correctly predicted. Several candidate synthetic lethal partners of CDH1 were identified and grouped into biological pathways. This bioinformatic approach can efficiently predict synthetic lethal targets to guide experimental validation and help develop targeted therapies for CDH1-deficient cancers.
1. Report
PTPN11 Is a Central Node in Intrinsic and Acquired
Resistance to Targeted Cancer Drugs
Graphical Abstract
Highlights
d PTPN11 inhibition is synthetic lethal with BRAF inhibitors in
BRAF mutant colon cancer
d PTPN11 inhibition blocks the effects of EGFR activation by
BRAF inhibitors
d PTPN11 inhibition is lethal to cancers with activated RTKs
d Phosphorylation of PTPN11 is a biomarker of RTK-driven
drug resistance in melanoma
Authors
Anirudh Prahallad, Guus J.J.E. Heynen,
Giovanni Germano, ...,
Federica Di Nicolantonio, Alberto Bardelli,
Rene Bernards
Correspondence
r.bernards@nki.nl
In Brief
Using a synthetic lethality screen,
Prahallad et al. report that PTPN11
suppression enhances the response to
BRAF inhibition in BRAF mutant colon
cancers by preventing the effects of
receptor tyrosine kinase reactivation.
These findings identify PTPN11 as a drug
target to combat both intrinsic and
acquired resistance to targeted cancer
drugs.
Prahallad et al., 2015, Cell Reports 12, 1978–1985
September 29, 2015 ª2015 The Authors
http://dx.doi.org/10.1016/j.celrep.2015.08.037
2. Cell Reports
Report
PTPN11 Is a Central Node
in Intrinsic and Acquired Resistance
to Targeted Cancer Drugs
Anirudh Prahallad,1,6 Guus J.J.E. Heynen,1,6 Giovanni Germano,2,3 Stefan M. Willems,1,4 Bastiaan Evers,1
Loredana Vecchione,1 Valentina Gambino,1 Cor Lieftink,1 Roderick L. Beijersbergen,1 Federica Di Nicolantonio,2,5
Alberto Bardelli,2,5 and Rene Bernards1,*
1Cancer Genomics Centre Netherlands, The Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX Amsterdam, the Netherlands
2Candiolo Cancer Institute – FPO, IRCCS, Str. prov. 142 Km 3.95, 10060 Candiolo, Torino, Italy
3FIRC Institute of Molecular Oncology (IFOM), Via Adamello 16, 20139 Milan, Italy
4Department of Pathology, University Medical Centre Utrecht, Heidelberglaan 100, 3584 CX Utrecht, the Netherlands
5Department of Oncology, University of Torino, Str. prov. 142 Km 3.95, 10060 Candiolo, Torino, Italy
6Co-first author
*Correspondence: r.bernards@nki.nl
http://dx.doi.org/10.1016/j.celrep.2015.08.037
This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
SUMMARY
Most BRAF (V600E) mutant melanomas are sensi-
tive to selective BRAF inhibitors, but BRAF mutant
colon cancers are intrinsically resistant to these
drugs because of feedback activation of EGFR.
We performed an RNA-interference-based genetic
screen in BRAF mutant colon cancer cells to search
for phosphatases whose knockdown induces sensi-
tivity to BRAF inhibition. We found that suppression
of protein tyrosine phosphatase non-receptor type
11 (PTPN11) confers sensitivity to BRAF inhibitors
in colon cancer. Mechanistically, we found that inhi-
bition of PTPN11 blocks signaling from receptor tyro-
sine kinases (RTKs) to the RAS-MEK-ERK pathway.
PTPN11 suppression is lethal to cells that are driven
by activated RTKs and prevents acquired resistance
to targeted cancer drugs that results from RTK acti-
vation. Our findings identify PTPN11 as a drug target
to combat both intrinsic and acquired resistance to
several targeted cancer drugs. Moreover, activated
PTPN11 can serve as a biomarker of drug resistance
resulting from RTK activation.
INTRODUCTION
Intrinsic and acquired resistance to targeted cancer drugs
remains a huge problem in the treatment of cancer. As one
example, the effects of small molecule inhibitors of the onco-
genic BRAF (V600E) protein in BRAF mutant colon cancer is
negated through the activation of feedback loops that engage
the epidermal growth factor receptor (EGFR) (Prahallad et al.,
2012; Corcoran et al., 2012), leading to reactivation of
mitogen-activated protein kinase (MAPK) and phosphatidy-
linositol 3-kinase (PI3K) pathways. Similarly, inhibition of the
mitogen extracellular signal-regulated kinase (MEK) kinases in
KRAS mutant tumors results in activation of ERBB2 and
ERBB3 kinases, which, again, limits the response to MEK inhib-
itors (Sun et al., 2014a). In both examples, the synthetic lethal
interactions between the drugs and the inhibition of specific
signaling pathways were identified through loss-of-function ge-
netic screens, pointing at the utility of this approach to identify
effective drug combinations.
Protein tyrosine phosphatases (PTPs) have been implicated in
many human diseases, including cancer (Hendriks et al., 2013).
Somatic mutations in the PTP gene superfamily are found in
different tumor types, with PTPRP being the most frequently
mutated PTP in human cancer (Zhao et al., 2015). PTP, non-
receptor type 11 (PTPN11, also known as SHP2), was the first
bona fide tyrosine phosphatase to be identified as an oncogene
(Tartaglia et al., 2003; Loh et al., 2004, Mohi et al., 2005). Gain-
of-function mutations in PTPN11 occur in about 50% of Noonan
syndrome patients (Tartaglia et al., 2001). Activating mutations
in PTPN11 have also been documented in adult acute mye-
logenous leukemia, gastric cancer, glioblastoma, and anaplastic
large cell lymphoma (Bentires-Alj et al., 2004; Chan et al., 2008;
Zhan et al., 2009; Higashi et al., 2002). PTPN11 is ubiquitously
expressed and is implicated in the transduction of mitogenic,
pro-survival, and pro-migratory signals from growth-factor-,
cytokine-, and other extracellular matrix receptors (reviewed in
Ostman et al., 2006). PTPN11 is required for the full activation
of RAS-MAPK-ERK (extracellular signal-related kinase) signaling
downstream of most receptor tyrosine kinases (RTKs) (Qu, 2000;
Shi et al., 2000; Bennett et al., 1996).
Using a ‘‘phosphatome’’-centered loss-of-function genetic
screen, we identify PTPN11 as a drug target to treat both intrinsic
and acquired resistance to a number of targeted cancer drugs.
RESULTS
PTPN11 Is Synthetic Lethal with BRAF Inhibition in BRAF
Mutant Colon Cancer
We set out to identify phosphatases whose suppression can
sensitize BRAF(V600E) mutant colorectal cancer (CRC) cells to
1978 Cell Reports 12, 1978–1985, September 29, 2015 ª2015 The Authors
3. the BRAF inhibitor vemurafenib. We assembled a collection of
1,665 short hairpin RNA (shRNA) vectors that together target
298 phosphatases or phosphatase-related genes (Sacco et al.,
2012). To find phosphatases whose suppression displays syner-
gistic inhibition of proliferation and survival with vemurafenib in
BRAF mutant CRC cells, we infected BRAF mutant Widr CRC
cells that are intrinsically vemurafenib resistant (Prahallad
et al., 2012) with the phosphatase shRNA library and cultured
them in the presence or absence of vemurafenib (Figure 1A).
After 10 (untreated) or 18 (drug-treated) days of selection, cells
were harvested, and genomic DNA from both the cell popula-
tions was harvested. The bar codes contained in the shRNA
cassettes were amplified by PCR, and the abundance was deter-
mined by deep sequencing as described previously (Prahallad
et al., 2012). We only considered genes for which two indepen-
dent shRNAs could be identified with an average read count of
more than 1,000 and which were depleted at least 2-fold (log2
scale y axis À1) by the drug treatment. Figure 1B shows that
only very few of the 298 genes in the library met these selection
criteria. PTPN11, CLEC1B, and PPFIA1 were the only three
genes that met these selection criteria, of which PTPN11 showed
the strongest fold depletion (Table S1). Therefore, we focused on
PTPN11 for further investigation. First, we tested additional
hairpins from the TRC (The RNAi Consortium) 2.0 library collec-
tion for PTPN11 knockdown efficiency (data not shown) and
decided to use hairpins #5003 (from screen) and #818 (from
TRC 2.0) for our studies.
To validate the result from the screen, we introduced these
two PTPN11 shRNAs (shRNA #5003 and shRNA #818) into the
BRAF mutant CRC cell lines Widr and Vaco432 and cultured
them in the absence or presence of vemurafenib. Figures 1C
and 1D show that the control vector-infected Widr and
Vaco432 cells are intrinsically resistant to PLX4032 (Prahallad
et al., 2012). Suppression of PTPN11 in Widr and Vaco432 cells
was efficient (Figures S1A and S1B) but showed no major
effect on cell number. However, the combination of PTPN11
Figure 1. Inhibition of PTPN11 Confers Sensi-
tivity to BRAF Inhibition in BRAF Mutant Colon
Cancer
(A) Schematic outline of the phosphatome-centered
dropout shRNA screen for enhancers of vemurafenib
sensitivity. seq, sequencing.
(B) Representation of relative abundance of the
shRNA bar code sequences from the shRNA screen
depicted in an M/A plot where each dot represents
individual shRNA. The y axis shows log2 fold change
(relative abundance of vemurafenib-treated/un-
treated cells), and the x axis shows intensity (average
sequence reads in untreated sample) of each shRNA.
(C and D) Two independent non-overlapping shRNA
targeting PTPN11 (#5003 and #818) enhance sensi-
tivity to vemurafenib (Vemu) in both Widr cells (C) and
Vaco432 BRAF mutant CRC cells (D). Depicted are
colony formation assays compared to the pLKO-
treated control cells that are resistant to vemurafenib.
The cells were treated for 14 days and fixed with 4%
formaldehyde and stained with 0.1% crystal violet
and photographed.
(E) PTPN11 knockout (KO) was generated using a
lentiviral inducible CRISPR-CAS9 vector in the BRAF
mutant Vaco432 cells. Shown are colony formation
assays in the presence of vemurafenib of PTPN11
knockout Vaco432 cells (clones #B19 and #B9)
compared to the parental Vaco432 cells.
(F) Biochemical changes observed under vemurafenib
treatment at different time points in Vaco432 cells in
comparison with the PTPN11 knockout clones #B19
and #B9. Vemurafenib treatment of parental Vaco432
cells results in feedback activation of EGFR Y1068
and PTPN11 Y542 as a consequence, driving re-
activation of pMEK and pERK signaling. The PTPN11
knockout cells treated with vemurafenib activated
EGFR but were unable to reactivate MEK-ERK
signaling and conferred sensitivity to BRAF inhibition.
Student’s t test was performed on three independent
experiments to calculate a p value for the change in
pERK upon vemurafenib treatment (mean relative
AUC [area under the curve] values of the three repli-
cates: 1.64 for 72-hr vemurafenib treatment of Vaco WT cells, 0.29 for 72-hr treatment of PTPN11 KO clone B19, and 0.35 for 72-hr treatment of PTPN11 KO clone
B9). The combined effects of PTPN11 and BRAF V600E blockade lead to apoptotic cell death as measured by PARP cleavage (Cl-PARP).
Cell Reports 12, 1978–1985, September 29, 2015 ª2015 The Authors 1979
4. suppression and vemurafenib caused a marked reduction in cell
numbers (Figures 1C and 1D). Suppression of PTPN11 in Widr
and Vaco432 cells prevented reactivation of MEK-ERK signaling
compared to the control cells (Figures S1A and S1B). To study
this further, we generated knockout of PTPN11 in the BRAF
mutant Vaco432 cells using an inducible CRISPR-Cas9 vector.
We selected multiple independent clones and validated the
loss of PTPN11 expression by western blot analysis. Vaco432
clones #B19 and #B9 had complete loss of PTPN11 protein (Fig-
ure 1F). PTPN11 knockout had no effect on cell proliferation in
the absence of vemurafenib, consistent with the notion that
PTPN11 is upstream of mutant BRAF (Figures 1E, S2A, and
S2B). However, treatment of knockout cells with vemurafenib
had a dramatic effect on proliferation, both in long-term and in
short-term assays (Figures 1E, S2A, and S2B). Similar results
were also obtained in BRAF mutant Widr CRC cells (Figure S1C).
As reported earlier, in Vaco432 cells, vemurafenib treatment
induces feedback activation of EGFR as evidenced by an in-
crease in tyrosine 1068 phosphorylation (Prahallad et al., 2012)
(Figure 1F). EGFR activation also correlated with phosphoryla-
tion of tyrosine 542 of PTPN11, indicative of PTPN11 activation
by RTK signaling (Araki et al., 2003). This resulted in restoration
of MEK and ERK signaling, as evidenced by phosphorylated
MEK (pMEK) and phosphorylated ERK (pERK) rebound (Fig-
ure 1F). In contrast, PTPN11 knockout clones of Vaco432 acti-
vated EGFR but had an significant drop of about 80% in pERK
levels after 48–72 hr upon vemurafenib treatment, resulting in
massive apoptosis, as evidenced by the appearance of cleaved
poly(ADP-ribose) polymerase (PARP) (Figure 1F). Identical re-
sults were seen in PTPN11 knockout clones for BRAF mutant
Widr cells (Figures S1C and S1D).
PTPN11 Inhibition Is Synthetic Lethal with BRAF
Inhibition In Vivo
We reconstituted the PTPN11 knockout Vaco432 clone (#B9),
which is sensitive to vemurafenib, with either a wild-type (WT)
PTPN11 vector or a phosphatase-dead mutant of PTPN11
(C459S). Expression of WT PTPN11, but not the phosphatase-
dead mutant (C459S), conferred resistance to vemurafenib
and restored ERK phosphorylation (Figures 2A and 2B). We
concluded that the phosphatase activity of PTPN11 is critical
for the observed synthetic lethal phenotype with vemurafenib in
BRAF mutant CRC. Recently, GS493 was identified as a
specific inhibitor of PTPN11 that inhibits the catalytic domain of
PTPN11 (Grosskopf et al., 2015). We tested the ability of GS493
to resensitize BRAF mutant CRC cell lines to vemurafenib. Treat-
ment of Widr and Vaco432 cells with single-agent GS493 had
no effect on cell proliferation, consistent with the notion that
PTPN11 inhibition is upstream of BRAF. However, combining
GS493 with vemurafenib synergistically inhibited cell proliferation
(Figure S1E). Biochemically, inhibition of PTPN11 with GS493
alone did not reduce phosphorylation of ERK, whereas the com-
bination of vemurafenib and GS493 led to a further reduction in
downstream ERK phosphorylation (Figure S1F).
EGFR activation upon vemurafenib treatment requires its
ligand epidermal growth factor (EGF) (Prahallad et al., 2012).
Consistent with this previous observation, vemurafenib treat-
ment of serum-starved Vaco432 and Widr cells fully inhibited
ERK phosphorylation. However, addition of exogenous EGF fully
restored ERK phosphorylation, even in the presence of vemura-
fenib (Figures 2C and 2D). In contrast, PTPN11 knockout clones
of Vaco432 and Widr failed to reactivate ERK signaling in
response to EGF (Figures 2C and 2D). Consistent with this,
both the BRAF mutant CRC cell lines Vaco432 and Widr only
showed sensitivity to vemurafenib in the presence of low serum
concentrations (3% serum and 1% serum), whereas PTPN11
knockout derivatives were sensitive to vemurafenib under all
conditions (Figure 2E). Addition of an EGFR inhibitor to vemura-
fenib in PTPN11 knockout Widr cells did not further inhibit cell
proliferation, indicating that EGFR signaling is fully abrogated
in the absence of PTPN11 (Figures S3A and S3B). Together,
these data indicate that inactivation of PTPN11 effectively blocks
the effects of EGFR reactivation on the RAS-MEK-ERK pathway
and, consequently, confers robust sensitivity to vemurafenib in
the BRAF mutant CRC cells.
To test whether the observed synthetic lethal effect of PTPN11
loss with BRAF inhibition is also observed in vivo, we xeno-
grafted nude mice with parental Vaco432 cells and a PTPN11
knockout clone of Vaco432 (#B9). Both the parental Vaco432
cells and the PTPN11 knockout clone (#B9) formed tumors in
mice. However, in PTPN11 knockout cells, but not in parental
Vaco432 cells, vemurafenib treatment potently inhibited tumor
growth in vivo (Figure 2F).
PTPN11 Loss Is Lethal for RTK-Driven Tumors
Activating mutations in RTKs can drive tumorigenesis (Paez
et al., 2004; Koivunen et al., 2008). Although there are several
selective inhibitors for these activated RTKs, targeting multiple
nodes in these RTK signaling pathways may delay the onset of
drug resistance. Therefore, we investigated whether PTPN11
represents an additional drug target in cell lines that harbor acti-
vated RTKs. We used three cell lines that harbored specific ac-
tivations of RTKs, which included EGFR amplification (Difi cells),
EGFR mutation (PC9), and an EML4-ALK translocation (H3122).
Difi CRC cells manifest elevated activation of PTPN11, as
measured by Y542 phosphorylation. Cetuximab, a monoclonal
antibody directed against EGFR, inhibits Difi cell proliferation
by reducing the phosphorylation of EGFR, PTPN11, and ERK
(Figures 3A and 3B), confirming a direct connection between
EGFR, PTPN11, and ERK. Suppression of PTPN11 using shRNA
(#5003) also led to marked suppression of Difi cell proliferation
(Figure 3A). PC9 cells harboring an activating mutation in
EGFR fully suppressed phosphorylation of PTPN11 Y542 and
of ERK upon gefitinib treatment (Figure 3D), and their viability
upon suppression of PTPN11 was severely reduced (Figure
3C). Similarly, in the EML4-ALK translocated lung cancer cell
line H3122, crizotinib treatment inhibited cell proliferation, which
was associated with a reduction in PTPN11 and ERK phosphor-
ylation (Figure 3E). These cells display marked sensitivity to cri-
zotinib treatment and to loss of PTPN11, suggesting that onco-
genic EML4-ALK signaling also requires PTPN11 (Figure 3F).
PTPN11 Loss Abrogates Growth-Factor-Driven
Resistance in Melanoma
BRAF mutant melanomas, in general, have a favorable response
to BRAF inhibition, since they mostly lack EGFR expression
1980 Cell Reports 12, 1978–1985, September 29, 2015 ª2015 The Authors
5. (Prahallad et al., 2012; Sun et al., 2014b). Consistent with this,
BRAF mutant melanoma cells that are sensitive to PLX4032 do
not activate PTPN11, MEK, or ERK upon PLX4032 treatment.
In contrast, BRAF mutant CRC cell lines show strong feedback
activation of PTPN11, MEK, and ERK upon vemurafenib treat-
ment (Figures 4A and 4B). It has been established that certain
growth factors can confer resistance to BRAF inhibitors in mela-
noma (Wilson et al., 2012; Straussman et al., 2012). To investi-
gate whether PTPN11 loss prevents growth-factor-driven resis-
tance in melanoma, we generated PTPN11 knockout clones of
SK-Mel888 BRAF(V600E) mutant melanoma cells. We examined
the effect of three different growth factors (hepatocyte growth
factor [HGF], fibroblast growth factor 9 [FGF9], and stem cell
factor [SCF]) that confer resistance to vemurafenib in melanoma.
Exposure of parental SK-Mel888 cells to any of the three growth
factors alone showed no significant effect on cell proliferation in
the absence of vemurafenib. However, in the presence of vemur-
afenib, HGF, SCF, or FGF9 potently conferred drug resistance.
In contrast, two independent PTPN11 knockout clones of SK-
Mel888 (#B11 and #B16) were unable to confer drug resistance
to any of these growth factors (Figures 4C, S4A, and S4C).
Consistent with the effects on proliferation, exposure of parental
SK-Mel888 cells to HGF, SCF, or FGF9 resulted in strong activa-
tion of PTPN11, as determined by phosphorylation at tyrosine
542 and downstream MEK and ERK, indicating that their recep-
tors engage PTPN11 for signal transduction and MAPK pathway
activation. In the presence of vemurafenib, all the three ligands
reactivated MEK-ERK signaling in parental SK-Mel888 cells
but not in the PTPN11 knockout cells (Figures 4D, S4B, and
S4D). Inhibition of the phosphatase function of PTPN11 is essen-
tial for the effects on growth-factor-induced drug resistance,
since expression of a phosphatase-dead mutant (C459S) in
Figure 2. PTPN11 Inhibition Is Synthetic Lethal
with BRAF Inhibition In Vivo
(A) Reconstitution of WT or phosphatase-dead (C459S)
mutantofPTPN11 intoPTPN11knockout(KO)Vaco432
cells, where pbp denotes the vector pBabe-puro.
PTPN11 knockout Vaco432 cells are sensitive to ve-
murafenib (Vemu); reconstitution with WT PTPN11
confers resistance, whereas reconstitution with phos-
phatase-dead mutant (C459S) confers sensitivity.
(B) Western blot showing the expression of both WT
and C459S mutant to near physiological levels in
PTPN11 knockout Vaco432 cells. WT PTPN11
expression reactivates ERK in the presence of ve-
murafenib, whereas C459S mutants do not reactivate
ERK phosphorylation.
(C and D) 2 mM vemurafenib treatment for 2 hr in
overnight serum-starved Widr (C) and Vaco432 (D)
PTPN11 WT cells confers complete ERK inhibition
upon 2 mM vemurafenib, whereas addition of EGF
(50 ng/ml) for 30 min to the cells completely re-
activates ERK phosphorylation. Treatment of 2 mM
vemurafenib in overnight serum-starved PTPN11
knockout Widr (#B32 clone) and Vaco432 (#B9 clone)
for 2 hr also resulted in complete ERK inhibition, and
the addition of EGF was not able to restore ERK
phosphorylation. Student’s t test was performed on
three independent experiments to calculate a p value
for the change in pERK upon vemurafenib + EGF
treatment (mean relative AUC values of the three
replicates: 2.31 for vemurafenib + EGF treatment of
Widr WT cells, 0.05 for vemurafenib + EGF treatment
of PTPN11 knockout clone B32, 2.48 for vemur-
afenib + EGF treatment of Vaco WT cells, and 0.04 for
vemurafenib + EGF treatment of PTPN11 KO clone
B9). UT, untreated control.
(E) Colony formation of Widr (parental and PTPN11
knockout #B32) and Vaco432 (parental and PTPN11
knockout #B9) cells cultured under decreasing serum
concentrations (0.1%, 1%, 3%, and 10%) with and
without vemurafenib (2 mM) treatment for 14 days.
(F) Vaco432 parental and PTPN11 knockout clone
#B9 cells were grown as tumor xenografts in non-
obese diabetic-severe combined immunodeficiency
(NOD-SCID) mice. After tumor establishment (200–
250 mm3
), mice were treated with either vehicle or
vemurafenib (60 mg/kg) for 30 days. Mean tumor
volumes ± SEM are shown (n = 7 mice per group).
Cell Reports 12, 1978–1985, September 29, 2015 ª2015 The Authors 1981
6. PTPN11 knockout SK-Mel888 cells failed to confer resistance
to HGF exposure upon vemurafenib treatment (Figures S4E
and S4F). Consistent with this, the PTPN11 inhibitor GS493 pre-
vented HGF-mediated resistance to vemurafenib in SK-Mel888
cells, as seen in long-term colony formation (Figure S4G). Bio-
chemically, GS493 prevented the reactivation of ERK induced
by HGF and conferred sensitivity to vemurafenib (Figure S4G).
Melanoma cells often acquire vemurafenib resistance through
ectopic RTK expression (Sun et al., 2014b; Nazarian et al., 2010).
Consistent with this, we found that PTPN11 loss in A375
melanoma cells delays the emergence of vemurafenib-resistant
colonies when these cells were cultured in vitro for 1 month in the
presence of a high concentration of vemurafenib (Figure S4H).
Collectively, these data suggest that PTPN11 is a central down-
stream effector of various RTKs whose inhibition could poten-
tially prevent extracellular growth factors from interfering with
the tumor cell response to targeted therapies.
PTPN11 Activation Is a Biomarker for Acquired Drug
Resistance in Melanoma
The data shown earlier indicate that RTK-driven acquired
drug resistance in BRAF mutant melanoma activates PTPN11.
Figure 3. PTPN11 Inhibition Is Lethal to RTK-Driven Tumors
(A) EGFR-amplified Difi cells were grown with and without cetuximab for 14 days. In parallel, shPTPN11 derivatives of Difi were cultured for 14 days, fixed, and
stained. Top: quantification of staining of the dishes shown below. ctrl, control.
(B–F) Biochemical changes seen on western blot upon treatment with 250 ng/ml cetuximab (B), gefitinib (D), or crizotinib (F) following time points using pEGFR
Y1068, pPTPN11 Y542, pERK, and pMEK antibodies. (C) EGFR mutant PC9 cells were grown with and without gefitinib for 14 days. In parallel, shPTPN11
derivatives of PC9 were cultured for 14 days, fixed, and stained. Top: quantification of staining of dishes shown below. (E) EML-ALK translocated H3122 NSCLC
cells were grown with and without crizotinib for 14 days. In parallel, shPTPN11 derivatives of H3122 were cultured for 14 days, fixed, and stained. Top: quan-
tification of staining of dishes shown below. EML4-ALK translocated lung cancer cells are sensitive to 400 nM crizotinib treatment or sensitive to PTPN11
inhibition. UT, untreated control.
1982 Cell Reports 12, 1978–1985, September 29, 2015 ª2015 The Authors
7. Consequently, PTPN11 activation could serve as a biomarker to
identify whether melanomas acquire vemurafenib resistance via
increased RTK signaling or through other means, e.g., MEK mu-
tation or BRAF(V600E) amplification. To investigate this, we ob-
tained biopsies from BRAF(V600E) mutant melanoma patients
(n = 4) who had progressed upon vemurafenib treatment. Tumor
biopsies collected before and after the development of drug
resistance were stained for PTPN11 pTYR542. DNA from
these tumors had also been analyzed for mutations and copy
number alterations to identify the resistance mechanisms.
Amplification of EGFR was seen in patient 1 and patient 4 (lymph
node #1), MET amplification was seen in patient 2, and RET
amplification was seen in patient 3. Immunohistochemical stain-
ing of PTPN11 pTYR542 showed that patients who had acquired
resistance to vemurafenib by acquiring either EGFR, MET, or
RET amplification gained strong staining for PTPN11 pTYR542,
consistent with the notion that RTK activation correlates with
active PTPN11 (Figure 4E). Interestingly, only one of the two
lymph node metastasis biopsies from patient 4 had acquired
EGFR expression and stained positive for PTPN11 pTYR542.
The other lymph node metastasis had acquired a secondary mu-
tation in BRAF (L505), which is known to confer vemurafenib
resistance (Wagenaar et al., 2014; Choi et al., 2014) and, conse-
quently, stained negative for PTPN11 pTYR542 (Figure 4E).
These data indicate that PTPN11 phosphorylation at Y542 can
serve as a biomarker to identify tumors with RTK-driven acquired
resistance to BRAF inhibitors.
DISCUSSION
The initial enthusiasm for targeted cancer drugs has been damp-
ened by the rapid onset of resistance in the majority of patients.
The mechanisms of resistance to targeted cancer drugs can be
broadly subdivided into four categories: secondary mutations in
Figure 4. PTPN11 Loss Abrogates Growth-
Factor-Driven Resistance in Melanoma
(A) BRAF mutant CRC line Widr and Vaco432 cells
display feedback activation of PTPN11 (Y542) upon
vemurafenib (Vemu) treatment as a consequence of
EGFR feedback activation in a time-course experi-
ment. UT, untreated control.
(B) BRAF mutant melanoma cells lack sufficient
EGFR expression, show no feedback activation of
PTPN11 (Y542), and manifest sustained inhibition of
ERK phosphorylation.
(C) HGF activation of the MET receptor can potently
rescue Mel888 cells from vemurafenib (2 mM) inhibi-
tion, as seen by colony formation. PTPN11 knockout
clones (#B16 and #B11) prevented the rescue of
proliferation upon HGF and conferred sensitivity to
vemurafenib.
(D) Biochemical analysis of Mel888 (parental and
PTPN11 knockout #B16 and #B11) treated with ve-
murafenib (2 mM), HGF (25 ng/ml), or the combination
and analyzed by western blot using pMET, PTPN11
pTYR542, pERK, and pMEK. Student’s t test was per-
formed on three independent experiments to calculate
a p value for the change in pERK upon vemurafenib +
HGF treatment (mean relative AUC values of the three
replicates: 1.37 for vemurafenib + HGF treatment of
Mel888WTcells, 0.08for vemurafenib+ HGFtreatment
of PTPN11 KO clone B16, and 0.02 for vemurafenib +
HGF treatment of PTPN11 KO clone B11).
(E) Pre- and post-vemurafenib-treated BRAF mutant
melanoma patient biopsies were stained for PTPN11
pTYR542. Previous genomic copy number analysis on
the pre- and post-treated patient samples indicted a
gain in EGFR expression in patient #1, whose cells also
stained positive for PTPN11 (pTYR542) and EGFR by
IHC post-vemurafenib treatment; a gain in c-MET re-
ceptor expression in patient #2, whose cells also
stained positive for PTPN11 (pTYR542) and MET by
IHC; and a gain in RET receptor in patient #3, whose
cells also stained positive for PTPN11 (pTYR542) by
IHC in the post-resistant patient samples. One of the
two lymph node metastasis biopsies from patient #4
showed a gain in EGFR expression and positive
PTPN11 pTYR542 staining, and the second lymph
node that had acquired a secondary BRAF mutation
(L505H) stained negative for PTPN11 (pTYR542).
Cell Reports 12, 1978–1985, September 29, 2015 ª2015 The Authors 1983
8. the target itself, downstream pathway activation, upstream
pathway activation and activation of parallel pathways (Ber-
nards, 2014). Especially the latter two mechanisms often involve
activation of RTKs that fuel reactivation of the inhibited pathway
(Duncan et al., 2012; Sun et al., 2014b; Nazarian et al., 2010).
This has led to the realization that combining targeted agents
that inhibit multiple nodes in the activated signaling pathway
could provide longer lasting therapeutic benefits. This notion
has been supported by the strong synergistic effects seen with
the combination of EGFR and BRAF inhibitors in BRAF mutant
CRC (Prahallad et al., 2012) and the observation that dual target-
ing of BRAF and MEK kinases increases progression-free sur-
vival for patients with BRAF mutant melanoma (Long et al.,
2014). This strategy of ‘‘vertical’’ targeting of a pathway is also
used by microRNAs to obtain efficient silencing of signaling
pathways by partially inhibiting multiple nodes of that pathway
(Shirdel et al., 2011). Applying this concept to cancer therapy
would have the advantage that the selective pressure exerted
on each of the nodes is low, making it difficult for the cancer to
escape therapy through secondary mutations. Our present
data identify PTPN11 as a PTP whose pharmacological inhibition
could be used in such a multi-pronged strategy to inhibit a can-
cer-activated signaling pathway. We find that PTPN11 inhibition
is synthetic lethal with BRAF inhibition in BRAF mutant CRC cell
lines and directly lethal in cancer cells driven by activated RTKs.
We further find here that loss of PTPN11 in BRAF mutant and
vemurafenib-sensitive melanoma cells could prevent drug resis-
tance driven by multiple growth factors and that loss of PTPN11
delays the development of spontaneous resistance to vemurafe-
nib in BRAF mutant melanoma.
Small molecule inhibitors of phosphatases, including PTPN11,
have recently been developed, and we show here the utility of
one such compound in two combination treatment strategies
(Grosskopf et al., 2015; Chen et al., 2006; Hellmuth et al.,
2008). Our data clearly identify the phosphatase activity of
PTPN11 as crucial in conferring drug resistance, as reconstitu-
tion experiments using the phosphatase-dead mutant of
PTPN11 (C459S) failed to restore drug resistance in PTPN11
knockout cells (Figure 2A). However, most of the phosphatase
inhibitors available to date show modest effects on cell prolifer-
ation, arguing that such compounds should be used in combina-
tion with other pathway-targeted compounds, a notion for which
we provide experimental support here.
Finally, we present evidence here that phosphorylated
PTPN11 (Y542) can serve as a biomarker to identify melanoma
patients who have acquired vemurafenib resistance through
RTK activation (Figures 4E and 4F). This may prove to be rele-
vant, as our recent data indicate that melanoma patients who
have acquired RTK as a drug-resistance mechanism may benefit
from a ‘‘drug holiday’’ (Sun et al., 2014b). It will be of interest to
study whether, indeed, the PTPN11 (pTYR542)-positive mela-
noma patients benefit most from a treatment schedule that
includes a drug holiday.
EXPERIMENTAL PROCEDURES
A phosphatome-centered shRNA library targeting some 451 human phospha-
tases was assembled from the TRC human genome-wide shRNA collection
(TRCHs1.0). The phosphatase library was introduced into Widr cells by lentivi-
ral transduction. Cells stably expressing shRNA were cultured in the presence
or absence of PLX4032. The abundance of each shRNA in the pooled samples
was determined by deep sequencing. Each condition in the experiment was
done in two replicates. Per hairpin, counts in the treated and untreated condi-
tion were compared using DESeq (Anders and Huber, 2010). Hairpins were
considered a hit when the log2 fold change was smaller or equal to À1, cor-
rected p value calculated using DESeq was %0.1, and the base mean was
R1,000. The gene with the strongest fold change was selected for further
research. Further details are described by Prahallad et al. (2012).
All animal procedures were approved by the Ethical Commission of the Uni-
versity of Turin and by the Italian Ministry of Health, and they were performed in
accordance with institutional guidelines. The Code for Proper Secondary Use
of Human Tissue and The Code of Conduct for the Use of Data in Health
Research, as stated by the Federation of Dutch Medical Scientific Societies,
were followed for handling patient tissue and clinical data (Federa FMVV,
updated 2011; http://www.federa.org/codes-conduct).
Statistical Analysis of Western Blots
The band intensities of the western blot images were quantified using ImageJ
software. The data were exported to Excel, and the percent signal intensity of a
particular phospho-epitope signal was compared to that of the signal of the
loading control, and their relative ratio was calculated. Student’s t test was
performed on the relative western blot band intensities from three independent
western blots to calculate a p value.
SUPPLEMENTAL INFORMATION
Supplemental Information includes Supplemental Experimental Procedures,
four figures, and one table and can be found with this article online at http://
dx.doi.org/10.1016/j.celrep.2015.08.037.
AUTHOR CONTRIBUTIONS
R.B., F.D., A.B., A.P., and G.J.J.E.H. designed the study. A.P., G.J.J.E.H., and
G.G. performed experiments and analyzed the data. R.L.B. and C.L. contrib-
uted to the analysis of data. A.P. and R.B. wrote the manuscript. A.B., F.D.,
and R.B. supervised the study. S.M.W. performed immunohistochemistry
(IHC) on patient biopsy. B.E. developed the CRISPR system. L.V. and V.G. per-
formed experiments.
ACKNOWLEDGMENTS
We thank Drs. Grosskopf, Birchmeier, and Rademann for the generous gift of
GS493. This work was supported by EU grant COLTHRES under agreement
no. 259015 (to R.B. and A.B.); the Dutch Cancer Society (KWF) (to R.B.); the
Netherlands Organization for Scientific Research (NWO) to Cancer Genomics
Netherlands (CGCNL) (to R.B.); EU grant no. 602901 MErCuRIC (to A.B.); As-
sociazione Italiana per la Ricerca sul Cancro (AIRC) 2010 Special Program Mo-
lecular Clinical Oncology 5 per mille, project no. 9970 (to A.B.); AIRC IG no.
12812 (to A.B.); Fondazione Piemontese per la Ricerca sul Cancro–ONLUS 5
per mille 2010 e 2011 Ministero della Salute (to A.B.); AIRC MFAG grant no.
11349 (to F.D.N.); grant ‘‘Farmacogenomica’’—5 per mille 2009 MIUR—Fon-
dazione Piemontese per la Ricerca sul Cancro—ONLUS (to F.D.N.); and the
Ministero dell’Istruzione, dell’Universita` e della Ricerca – progetto PRIN
2010–2011 (to A.B.). G.G. was supported by AIRC and the EU under a Marie
Curie COFUND. The authors declare that no conflicts of interest exist.
Received: May 12, 2015
Revised: June 24, 2015
Accepted: August 11, 2015
Published: September 10, 2015
REFERENCES
Anders, S., and Huber, W. (2010). Differential expression analysis for sequence
count data. Genome Biol. 11, R106.
1984 Cell Reports 12, 1978–1985, September 29, 2015 ª2015 The Authors
9. Araki, T., Nawa, H., and Neel, B.G. (2003). Tyrosyl phosphorylation of Shp2 is
required for normal ERK activation in response to some, but not all, growth
factors. J. Biol. Chem. 278, 41677–41684.
Bennett, A.M., Hausdorff, S.F., O’Reilly, A.M., Freeman, R.M., and Neel, B.G.
(1996). Multiple requirements for SHPTP2 in epidermal growth factor-medi-
ated cell cycle progression. Mol. Cell. Biol. 16, 1189–1202.
Bentires-Alj, M., Paez, J.G., David, F.S., Keilhack, H., Halmos, B., Naoki, K.,
Maris, J.M., Richardson, A., Bardelli, A., Sugarbaker, D.J., et al. (2004). Acti-
vating mutations of the noonan syndrome-associated SHP2/PTPN11 gene in
human solid tumors and adult acute myelogenous leukemia. Cancer Res.
64, 8816–8820.
Bernards, R. (2014). Finding effective cancer therapies through loss of function
genetic screens. Curr. Opin. Genet. Dev. 24, 23–29.
Chan, G., Kalaitzidis, D., and Neel, B.G. (2008). The tyrosine phosphatase
Shp2 (PTPN11) in cancer. Cancer Metastasis Rev. 27, 179–192.
Chen, L., Sung, S.S., Yip, M.L., Lawrence, H.R., Ren, Y., Guida, W.C., Sebti,
S.M., Lawrence, N.J., and Wu, J. (2006). Discovery of a novel shp2 protein
tyrosine phosphatase inhibitor. Mol. Pharmacol. 70, 562–570.
Choi, J., Landrette, S.F., Wang, T., Evans, P., Bacchiocchi, A., Bjornson, R.,
Cheng, E., Stiegler, A.L., Gathiaka, S., Acevedo, O., et al. (2014). Identification
of PLX4032-resistance mechanisms and implications for novel RAF inhibitors.
Pigment Cell Melanoma Res. 27, 253–262.
Corcoran, R.B., Ebi, H., Turke, A.B., Coffee, E.M., Nishino, M., Cogdill, A.P.,
Brown, R.D., Della Pelle, P., Dias-Santagata, D., Hung, K.E., et al. (2012).
EGFR-mediated re-activation of MAPK signaling contributes to insensitivity
of BRAF mutant colorectal cancers to RAF inhibition with vemurafenib. Cancer
Discov. 2, 227–235.
Duncan, J.S., Whittle, M.C., Nakamura, K., Abell, A.N., Midland, A.A., Zawis-
towski, J.S., Johnson, N.L., Granger, D.A., Jordan, N.V., Darr, D.B., et al.
(2012). Dynamic reprogramming of the kinome in response to targeted MEK
inhibition in triple-negative breast cancer. Cell 149, 307–321.
Grosskopf, S., Eckert, C., Arkona, C., Radetzki, S., Bo¨ hm, K., Heinemann, U.,
Wolber, G., von Kries, J.P., Birchmeier, W., and Rademann, J. (2015). Selec-
tive inhibitors of the protein tyrosine phosphatase SHP2 block cellular motility
and growth of cancer cells in vitro and in vivo. ChemMedChem 10, 815–826.
Hellmuth, K., Grosskopf, S., Lum, C.T., Wu¨ rtele, M., Ro¨ der, N., von Kries, J.P.,
Rosario, M., Rademann, J., and Birchmeier, W. (2008). Specific inhibitors of
the protein tyrosine phosphatase Shp2 identified by high-throughput docking.
Proc. Natl. Acad. Sci. USA 105, 7275–7280.
Hendriks, W.J., Elson, A., Harroch, S., Pulido, R., Stoker, A., and den Hertog, J.
(2013). Protein tyrosine phosphatases in health and disease. FEBS J. 280,
708–730.
Higashi, H., Tsutsumi, R., Muto, S., Sugiyama, T., Azuma, T., Asaka, M., and
Hatakeyama, M. (2002). SHP-2 tyrosine phosphatase as an intracellular target
of Helicobacter pylori CagA protein. Protein Sci. 295, 683–686.
Koivunen, J.P., Mermel, C., Zejnullahu, K., Murphy, C., Lifshits, E., Holmes,
A.J., Choi, H.G., Kim, J., Chiang, D., Thomas, R., et al. (2008). EML4-ALK
fusion gene and efficacy of an ALK kinase inhibitor in lung cancer. Clin. Cancer
Res. 14, 4275–4283.
Loh, M.L., Vattikuti, S., Schubbert, S., Reynolds, M.G., Carlson, E., Lieuw,
K.H., Cheng, J.W., Lee, C.M., Stokoe, D., Bonifas, J.M., et al. (2004). Mutations
in PTPN11 implicate the SHP-2 phosphatase in leukemogenesis. Blood 103,
2325–2331.
Long, G.V., Stroyakovskiy, D., Gogas, H., Levchenko, E., de Braud, F., Larkin,
J., Garbe, C., Jouary, T., Hauschild, A., Grob, J.J., et al. (2014). Combined
BRAF and MEK inhibition versus BRAF inhibition alone in melanoma.
N. Engl. J. Med. 371, 1877–1888.
Mohi, M.G., Williams, I.R., Dearolf, C.R., Chan, G., Kutok, J.L., Cohen, S., Mor-
gan, K., Boulton, C., Shigematsu, H., Keilhack, H., et al. (2005). Prognostic,
therapeutic, and mechanistic implications of a mouse model of leukemia
evoked by Shp2 (PTPN11) mutations. Cancer Cell 7, 179–191.
Nazarian, R., Shi, H., Wang, Q., Kong, X., Koya, R.C., Lee, H., Chen, Z., Lee,
M.K., Attar, N., Sazegar, H., et al. (2010). Melanomas acquire resistance to
B-RAF(V600E) inhibition by RTK or N-RAS upregulation. Nature 468, 973–977.
Ostman, A., Hellberg, C., and Bo¨ hmer, F.D. (2006). Protein-tyrosine phospha-
tases and cancer. Nat. Rev. Cancer 6, 307–320.
Paez, J.G., Ja¨ nne, P.A., Lee, J.C., Tracy, S., Greulich, H., Gabriel, S., Herman,
P., Kaye, F.J., Lindeman, N., Boggon, T.J., et al. (2004). EGFR mutations in
lung cancer: correlation with clinical response to gefitinib therapy. Science
304, 1497–1500.
Prahallad, A., Sun, C., Huang, S., Di Nicolantonio, F., Salazar, R., Zecchin, D.,
Beijersbergen, R.L., Bardelli, A., and Bernards, R. (2012). Unresponsiveness of
colon cancer to BRAF(V600E) inhibition through feedback activation of EGFR.
Nature 483, 100–103.
Qu, C.K. (2000). The SHP-2 tyrosine phosphatase: signaling mechanisms and
biological functions. Cell Res. 10, 279–288.
Sacco, F., Gherardini, P.F., Paoluzi, S., Saez-Rodriguez, J., Helmer-Citterich,
M., Ragnini-Wilson, A., Castagnoli, L., and Cesareni, G. (2012). Mapping the
human phosphatome on growth pathways. Mol. Syst. Biol. 8, 603.
Shi, Z.Q., Yu, D.H., Park, M., Marshall, M., and Feng, G.S. (2000). Molecular
mechanism for the Shp-2 tyrosine phosphatase function in promoting growth
factor stimulation of Erk activity. Mol. Cell. Biol. 20, 1526–1536.
Shirdel, E.A., Xie, W., Mak, T.W., and Jurisica, I. (2011). NAViGaTing the micro-
nome–using multiple microRNA prediction databases to identify signalling
pathway-associated microRNAs. PLoS ONE 6, e17429.
Straussman, R., Morikawa, T., Shee, K., Barzily-Rokni, M., Qian, Z.R., Du, J.,
Davis, A., Mongare, M.M., Gould, J., Frederick, D.T., et al. (2012). Tumour
micro-environment elicits innate resistance to RAF inhibitors through HGF
secretion. Nature 487, 500–504.
Sun, C., Hobor, S., Bertotti, A., Zecchin, D., Huang, S., Galimi, F., Cottino, F.,
Prahallad, A., Grernrum, W., Tzani, A., et al. (2014a). Intrinsic resistance to
MEK inhibition in KRAS mutant lung and colon cancer through transcriptional
induction of ERBB3. Cell Rep. 7, 86–93.
Sun, C., Wang, L., Huang, S., Heynen, G.J., Prahallad, A., Robert, C., Haanen,
J., Blank, C., Wesseling, J., Willems, S.M., et al. (2014b). Reversible and adap-
tive resistance to BRAF(V600E) inhibition in melanoma. Nature 508, 118–122.
Tartaglia, M., Mehler, E.L., Goldberg, R., Zampino, G., Brunner, H.G., Kremer,
H., van der Burgt, I., Crosby, A.H., Ion, A., Jeffery, S., et al. (2001). Mutations in
PTPN11, encoding the protein tyrosine phosphatase SHP-2, cause Noonan
syndrome. Nat. Genet. 29, 465–468.
Tartaglia, M., Niemeyer, C.M., Fragale, A., Song, X., Buechner, J., Jung, A.,
Ha¨ hlen, K., Hasle, H., Licht, J.D., and Gelb, B.D. (2003). Somatic mutations
in PTPN11 in juvenile myelomonocytic leukemia, myelodysplastic syndromes
and acute myeloid leukemia. Nat. Genet. 34, 148–150.
Wagenaar, T.R., Ma, L., Roscoe, B., Park, S.M., Bolon, D.N., and Green, M.R.
(2014). Resistance to vemurafenib resulting from a novel mutation in the
BRAFV600E kinase domain. Pigment Cell Melanoma Res. 27, 124–133.
Wilson, T.R., Fridlyand, J., Yan, Y., Penuel, E., Burton, L., Chan, E., Peng, J.,
Lin, E., Wang, Y., Sosman, J., et al. (2012). Widespread potential for growth-
factor-driven resistance to anticancer kinase inhibitors. Nature 487, 505–509.
Zhan, Y., Counelis, G.J., and O’Rourke, D.M. (2009). The protein tyrosine
phosphatase SHP-2 is required for EGFRvIII oncogenic transformation in
human glioblastoma cells. Exp. Cell Res. 315, 2343–2357.
Zhao, S., Sedwick, D., and Wang, Z. (2015). Genetic alterations of protein tyro-
sine phosphatases in human cancers. Oncogene 34, 3885–3894.
Cell Reports 12, 1978–1985, September 29, 2015 ª2015 The Authors 1985