| Literature DB >> 32211329 |
Robyn T Sussman1, Jo Lynne Rokita1,2, Kevin Huang1, Pichai Raman1,2, Komal S Rathi1,2, Daniel Martinez3, Kristopher R Bosse1,4, Maria Lane1, Lori S Hart1, Tricia Bhatti3, Bruce Pawel4, John M Maris1,3.
Abstract
We developed a computational pipeline designed to use RNA sequencing (n = 136) and gene expression profiling (n = 250) data from neuroblastoma tumors to identify cell surface proteins predicted to be highly expressed in MYCN amplified neuroblastomas and with little or no expression in normal human tissues. We then performed ChIP-seq in the MYCN amplified cell lines KELLY, NB-1643, and NGP to identify gene promoters that are occupied by MYCN protein to define the intersection with the differentially-expressed gene list. We initially identified 116 putative immunotherapy targets with predicted transmembrane domains, with the most significant differentially-expressed of these being the calmodulin kinase-like vesicle-associated gene (CAMKV, p = 2 × 10-6). CAMKV encodes a protein that binds calmodulin in the presence of calcium, but lacks the kinase activity of other calmodulin kinase family members. We confirmed that CAMKV is selectively expressed in 7/7 MYCN amplified neuroblastoma cell lines and showed that the transcription of CAMKV is directly controlled by MYCN. From membrane fractionation and immunohistochemistry, we verified that CAMKV is membranous in MYCN amplified neuroblastoma cell lines and patient-derived xenografts. Finally, immunohistochemistry showed that CAMKV is not expressed on normal tissues outside of the central nervous system. Together, these data demonstrate that CAMKV is a differentially-expressed cell surface protein that is transcriptionally regulated by MYCN, making it a candidate for targeting with antibodies or antibody-drug conjugates that do not cross the blood brain barrier.Entities:
Keywords: CAMKV; ChIP-Seq; MYCN; immunotherapy; neuroblastoma
Year: 2020 PMID: 32211329 PMCID: PMC7069022 DOI: 10.3389/fonc.2020.00302
Source DB: PubMed Journal: Front Oncol ISSN: 2234-943X Impact factor: 6.244
Figure 1Identification of transmembrane-domain containing MYCN target genes in MYCN amplified neuroblastoma. (A) RNA sequencing data from 150 primary neuroblastoma tumors were stratified by MYCN expression and queried for the most differentially overexpressed genes (Log fold change >1, adjusted p-value of 0.05) in the MYCN high tumors. (B) Gene expression data from 250 primary neuroblastoma tumors were stratified by MYCN expression and queried for the most differentially overexpressed genes in the MYCN high tumors. (C) The most differentially overexpressed genes from the MYCN high tumors from RNA-sequencing data and gene expression data were intersected with a list of genes that produce transmembrane proteins (34). (D) Chromatin Immunoprecipitation sequencing tracks from five targets that were bound by MYCN protein at transcription start site-proximal E-boxes (depicted by white boxes) in the MYCN amplified Kelly, NB-1643 and NGP cell lines.
Differentially overexpressed genes in MYCN high tumors with transmembrane domains.
| 1.47 | 1.04E-06 | 1.73 | 2.02E-06 | X | X | X | X | X | X | |
| 1.38 | 1.32E-09 | 2.75 | 1.33E-07 | X | X | X | X | |||
| 1.52 | 0.0013487 | 2.80 | 1.27E-05 | X | X | |||||
| 1.38 | 1.52E-05 | 1.89 | 2.05E-06 | X | X | X | X | |||
| 1.45 | 0.0001737 | 2.11 | 0.005154 | X | X | X | ||||
| 1.26 | 0.000363 | 2.38 | 1.43E-06 | X | ||||||
| 1.06 | 3.31E-06 | 1.05 | 4.23E-11 | X | X | X | X | |||
| 1.29 | 0.0017533 | 2.02 | 2.54E-05 | X | X | X | X | X | ||
| 2.00E-08 | 1.00 | 1.17E-06 | X | X | X | X | X | X | ||
| 1.10 | 6.26E-08 | 4.06 | 2.64E-10 | X | ||||||
| 1.37 | 1.06E-07 | 1.08 | 9.40E-10 | X | X | X | X | |||
| 1.84 | 8.96E-13 | 2.08 | 3.93E-10 | X | X | X | X | |||
| 1.89 | 3.49E-11 | 1.56 | 9.48E-14 | X | X | X | ||||
| 1.42 | 1.01E-05 | 1.33 | 0.002541 | X |
Figure 2CAMKV expression correlates with MYCN expression. (A) MYCN and CAMKV FPKM correlate across 150 primary neuroblastoma tumors (R = 0.598, p = 3.41 × 10−16). (B) CAMKV is expressed in MYCN amplified neuroblastoma cell lines (lines 1–7) but not non-amplified lines (8, 9), retinal pigment epithelial cells (9) or non-neural-crest origin cells (11–13). FPKM for CAMKV in cell lines are shown at top, ND = not detected. (C) RNA sequencing data from 150 primary neuroblastoma tumors were stratified by MYCN expression and the FPKM for MYCN (left) and CAMKV (right) for each tumor are plotted. Tumors with amplified MYCN are colored in black and non-amplified tumors are gray. MYCN amplification correlates with MYCN FPKM (p = 2 × 10−16) and CAMKV FPKM (p = 2 × 10−8).
Figure 3CAMKV is expressed in a limited number of non-amplified tumors with high MYC. (A) Neuroblastoma cell lines in rank order of CAMKV expression. MYCN amplified tumors are gray and single copy tumors are black. (B) Neuroblastoma cell lines in rank order of c-MYC expression. MYCN amplified tumors are gray and single copy tumors are black. (C) Chromatin immunoprecipitation sequencing tracks at the CAMKV locus from the MYCN amplified cell lines Kelly, NGP, COG-N-415, LA-N-5, NB-1643, and non-amplified lines NB-69 and SK-N-SH. Cells were immunoprecipitated using either an anti-MYCN antibody (top tracks) or an anti-MYC antibody (bottom tracks).
Figure 4MYCN protein directly controls CAMKV transcription. (A) MYCN depletion by shRNA in the MYCN amplified IMR-05 cell line causes a reduction in CAMKV mRNA. Error bars represent standard deviation of technical triplicates, p = < 0.005 for both MYCN and CAMKV transcript depletions. (B) MYCN-inducible SK-N-AS (left) and SHEP (right) were treated with tamoxifen and expression of CAMKV was analyzed following 24, 48, and 72 h of treatment. Error bars represent standard deviation of technical triplicates, p < 0.01 for all changes in CAMKV expression. (C) Chromatin immunoprecipitation followed by qPCR was used to confirm the presence of MYCN and MAX proteins at the CAMKV TSS and a downstream (5') site in the CAMKV locus in three MYCN amplified cell lines (Kelly, IMR-05, and NGP) and the non-amplified cell line SK-N-AS. Error bars represent standard deviation of technical triplicates.
Figure 5CAMKV protein is expressed on the plasma membrane. (A) Membrane fractionation of the MYCN amplified neuroblastoma cell lines CHP-134, LA-N-5, NB-1643, and KELLY, the non-amplified cell lines NB-Ebc1, SK-N-AS, and SK-N-FI, and immortalized retinal pigment epithelial cells (RPE-1). ADAM12 is a marker for the membrane fraction (M) and BCL-2 is a marker for the soluble fraction (S). (B) CAMKV protein expression detected by immunohistochemistry on cell plugs from the MYCN amplified SK-N-BE (2)c and non-amplified SK-N-AS neuroblastoma cell lines. (C) CAMKV protein expression detected by immunofluorescence on the MYCN amplified NGP neuroblastoma cell line. NCAM1 is used as a marker for the plasma membrane.