| Literature DB >> 25883215 |
Jessica Frankum1, Pavel Moudry2, Rachel Brough1, Zdenek Hodny3, Alan Ashworth1, Jiri Bartek2,3, Christopher J Lord1.
Abstract
Based on a series of basic, preclinical and clinical studies, the Poly (ADP-ribose) Polymerase 1 (PARP1) inhibitor, olaparib, has recently been approved for use in ovarian cancer patients with BRCA1 or BRCA2 mutations. By identifying novel predictive biomarkers of tumour cell sensitivity to olaparib, it is possible that the utility of PARP inhibitors could be extended beyond this patient subgroup. Many of the known genetic determinants of PARP inhibitor response have key roles in DNA damage response (DDR) pathways. Although protein ubiquitylation is known to play an important role in regulating the DDR, the exact mechanisms by which this occurs are not fully understood. Using two parallel RNA interference-based screening approaches, we identified the E3 ubiquitin ligase, CBLC, as a candidate biomarker of response to olaparib. We validated this observation by demonstrating that silencing of CBLC causes increased sensitivity to olaparib in breast cancer cell line models and that defective homologous recombination (HR) DNA repair is the likely cause. This data provides an example of how defects in the ubiquitin machinery have the potential to influence the response of tumour cells to PARP inhibitors.Entities:
Keywords: CBLC; DNA damage response; PARP inhibitors; RNA interference screens; ubiquitin-proteasome system
Mesh:
Substances:
Year: 2015 PMID: 25883215 PMCID: PMC4484416 DOI: 10.18632/oncotarget.3628
Source DB: PubMed Journal: Oncotarget ISSN: 1949-2553
Genes implicated in Ubl metabolism identified as candidate olaparib sensitivity genes in [8]
The extent of olaparib sensitisation is indicated by the median Z score. Negative Z scores indicate a sensitization effect.
| Gene Symbol | Median Drug EffectZScore | Gene name |
|---|---|---|
| CBLC | −7.67 | Cas-13r-M (murine) ecotropic retroviral transforming sequence c |
| MDM2 | −7.46 | Mdm2 p53 binding protein homolog (mouse) |
| ASB5 | −5.77 | ankyrin repeat and SOCS box containing 5 |
| BRCAI | −4.38 | breast |
| SOCS6 | −4.11 | suppressor of cytokine signaling 6 |
| TMEM 189- UBE2V I | −4 | TMEM I 89-UBE2V I readthrough |
| WWP I | −4 | WW domain containing E3 ubiquitin protein ligase 1 |
| FBX03 | −3.99 | F-box protein 3 |
| SUMO I | −3.97 | SMT3 suppressor of mif two 3 homolog 1 (S. cerevisiae) |
| RLIM | −3.92 | ring finger protein, LIM domain interacting |
| RNFI28 | −3.64 | ring finger protein 128 |
| FBX046 | −3.49 | F-box protein 46 |
| USP38 | −3.43 | ubiquitin specific peptidase 38 |
| UBE2C | −3.41 | ubiquitin-coniugating enzyme E2C |
| BAPI | −3.39 | BRCAI associated protein-1 (ubiquitin carboxy-terminal hydrolase) |
| UBAI | −3.35 | ubiquitin-like modifier activating enzyme I |
| SPOPL | −3.2 | speckle-type POZ protein-like |
| FBX0I 1 | −3.19 | F-box protein 11 |
| UBR7 | −3.18 | ubiquitin protein ligase E3 component n-recognin 7 (putative) |
| 1:13XW4 | −3.14 | F-box and WD repeat domain containing 4 |
| RNFI33 | −3.09 | ring finger protein 133 |
| RNF2 | −3.03 | ring finger protein 2 |
| ATG4C | −3.01 | ATG4 autophagy related 4 homolog C (S. cerevisiae) |
| P1AS I | −3 | protein inhibitor of activated STAT, 1 |
| KLHL2 I | −2.98 | kelch-like 21 (Drosophila) |
| TCEB I | −2.94 | transcription elongation factor 13 (SIM, polypeptide 1 (I 5kDa, elongin C) |
| USP7 | −2.94 | ubiquitin specific peptidase 7 (herpes virus-associated) |
| ITCH | −2.93 | itchy E3 ubiquitin protein ligase homolog (mouse) |
| MALTI | −2.93 | mucosa associated lymphoid tissue lymphoma translocation |
| USP I 0 | −2.87 | ubiquitin specific peptidase 10 |
| ZBTB16 | −2.86 | zinc finger and BTB domain containing 16 |
| NEURLIB | −2.8 | neuralized homolog I B (Drosophila) |
| SMURF2 | −2.79 | SMAD specific £3 ubiquitin protein ligase 2 |
| DNAHI2 | −2.73 | dynein, axonemal, heavy chain 12 |
| XIAP | −2.72 | X-linked inhibitor of apoptosis |
| BARDI | −2.71 | BRCAI associated RING domain 1 |
| UBE2R2 | −2.71 | ubiquitin-conjugating enzyme E2R 2 |
| CUL7 | −2.67 | cullin 7 |
| RNF144A | −2.65 | ring finger protein I 44A |
| UBE2G2 | −2.63 | ubiquitin-conjugating enzyme E2G 2 (UBC7 homolog, yeast) |
| RNF168 | −2.62 | ring finger protein 168 |
Figure 1Focused siRNA screen for Ubl modifiers of the PARP inhibitor response
A. Screening procedure. U2OS cells were plated on siRNA arrays and 24 h later treated with 10 uM Olaparib or vehicle (DMSO). After 3 days of cultivation cells were fixed, cells nuclei were stained with Hoechst and images corresponding to each siRNAs acquired using automated routine. Scoring was done in two ways; first using automated routine in program ImageJ number of micronuclei was determined. Manual scoring of nuclear and mitotic defects was employed as another way to determine which siRNA knockdowns sensitize cells to Olaparib. B. Images of Hoechst stained cell nuclei from siRNA screen illustrating the effect of siRNA targeting CBLC.
Genes implicated in olaparib sensitivity as scored by automated micronuleation analysis
Hits are defined as those that showed more than 31 MN in the presence of Olaparib and 15 or less MN in DMSO.
| MICRONUCLEATION HITS | ||||
|---|---|---|---|---|
| 4 of 4 (3) | 3 of 4 (14) | 2 of 4 (104) | ||
| CUL7 | ANAPC1 | ANAPC2 | HGS | RNF149 |
| MAP3K7IP2 | ASB6 | ANAPC7 | HIC1 | RNF182 |
| MYO1E | ATR | ANKRD13A | HLTF | RNF187 |
| DHX9 | ASB11 | JARID1A | RNF19A | |
| ERLIN1 | ASB14 | KALRN | RWDD2A | |
| MDM1 | ASB15 | KBTBD6 | SENP2 | |
| POLK | ASB17 | KBTBD7 | SENP5 | |
| RNF17 | BAG1 | KIAA0999 | SENP8 | |
| RNF4 | BCL6B | KIAA1333 | SHPRH | |
| STAMBPL1 | BIRC2 | LNX2 | SMURF2 | |
| UBE2H | BMI1 | LRPPRC | SQSTM1 | |
| UBQLN1 | BTBD14A | MARCH10 | STUB1 | |
| ZBTB3 | CAND2 | MARK2 | SUGT1 | |
| ZNF395 | CBLL1 | MKRN2 | TBK1 | |
| CCNF | MLL2 | TEX13A | ||
| CDH1 | NOSIP | TMEM183A | ||
| COPS3 | NSD1 | TOM1 | ||
| COPS5 | NSFL1C | TOPBP1 | ||
| CSMD3 | NSMCE2 | TRAF3 | ||
| DDB2 | OTUD5 | TRAF5 | ||
| DERL2 | OTUD7A | TREX2 | ||
| DIP2C | PARD6B | TRIM23 | ||
| DSG1 | PHF12 | TRIM8 | ||
| DTX4 | PHF21A | TTC3 | ||
| EIF2AK4 | PHF7 | UBL3 | ||
| EPN3 | POLI | UBL4B | ||
| FAM100A | PSMA5 | UBXD5 | ||
| FAU | PSMA8 | USP45 | ||
| FBXO34 | PSMF1 | VSP13A | ||
| FBXW11 | PYGO2 | WDR24 | ||
| FZR1 | RB1CC1 | WDR32 | ||
| G3BP1 | RCBTB1 | XAF1 | ||
| GZF1 | RFPL2 | ZBTB17 | ||
| HADHA | RFWD2 | ZNFX1 | ||
| HECTD1 | RNF139 | |||
Genes implicated in olaparib sensitivity by manual scoring of nuclear and mitotic defects
| MANUAL SCORING HITS | ||
|---|---|---|
| 4 of 4 (0) | 3 of 4 (2) | 2 of 4 (21) |
| ATR | ANUBL1 | |
| FBOX5 | ARIH1 | |
| AURKA | ||
| CBLC | ||
| CCNF | ||
| CDC20 | ||
| CDC27 | ||
| CUL1 | ||
| DDB1 | ||
| DDB2 | ||
| DHX9 | ||
| DPF2 | ||
| FBXW7 | ||
| PEX10 | ||
| PHF21A | ||
| PIAS4 | ||
| RNF17 | ||
| RNF4 | ||
| SKP1 | ||
| SPSB2 | ||
| UBQLN3 | ||
Figure 2CBLC gene silencing causes PARP inhibitor sensitivity
A. Clonogenic dose-response survival curves from MCF7 human breast cancer cells infected with shRNA expression constructs targeting either BRCA1 or CBLC. Transduced cells were subsequently exposed to olaparib for 14 days at which point cell colonies were counted. Two different shRNA expression constructs targeting CBLC, shCBLC_1 and shCBLC_2, were used.****ANOVA p value <0.0001 for the dose response curves in either shCBLC_1 or shCBLC_2 transduced cells vs. shCONTROL transduced cells. Data from shBRCA1 transduced cells is shown as the positive control. B. Bar chart illustrating CBLC RT-PCR data from MCF7 cells expressing CBLC cDNA and transduced with shRNA expression constructs. *Student's t test p value <0.05 for CBLC expression compared to shCONTROL tranduced cells. C. and D. Olaparib dose-response survival curves from MCF7 (C) or HS578T (D) human breast cancer cells transfected with siRNA targeting either BRCA2 or CBLC. Cells were transfected with siRNA and 48 hours later exposed to olaparib for a subsequent six days.****ANOVA p value <0.0001 for the dose response curves in siCBLC transfected cells vs. siCONTROL transfected cells. Data from siBRCA2 transfected cells is shown as the positive control. E. Bar chart illustrating CBLC RT-PCR data from MCF7 cells expressing CBLC cDNA and transfected with siRNA. * Student's t test p value <0.05 for CBLC expression compared to siCONTROL transfected cells. Where error bars are shown these represent the standard error of the mean (SEM) from three independent experiments.
Figure 3CBLC gene silencing causes a homologous recombination defect
A and B. Bar charts indicating the frequency of cells with greater than five RAD51 (A) and γH2AX (B) nuclear foci in response to exposure to 10 Gy ionising radiation and CBLC siRNA. CBLC siRNA reduced the frequency of cells with RAD51 foci * p<0.05 Student's t test vs. control siRNA transfected cells at the same time point. Data from siBRCA2 transfected cells is shown as a positive control. C. Bar chart indicating GFP signal generated by repair of the DR-GFP DNA substrate. Data shown is normalised to the % of GFP positive cells in a mock-transfected sample. CBLC siRNA reduced the frequency of GFP+ve cells *p<0.05 Student's t test vs. control siRNA transfected cells. Data from siBRCA2 transfected cells is shown as a positive control. Where error bars are shown these represent the standard error of the mean (SEM) from three independent experiments.