Literature DB >> 33028644

Infantile fibrosarcoma-like tumor driven by novel RBPMS-MET fusion consolidated with cabozantinib.

Ajay Gupta1, Jennifer A Belsky1, Kathleen M Schieffer2, Kristen Leraas2, Elizabeth Varga2, Sean D McGrath2, Selene C Koo3,4, Vincent Magrini2,5, Richard K Wilson2,5, Peter White2,5, Elaine R Mardis2,5, Kris R Jatana6,7, Catherine E Cottrell2,4,5, Bhuvana A Setty1,5.   

Abstract

Infantile fibrosarcoma (IFS) is nearly universally driven by gene fusions involving the NTRK family. ETV6-NTRK3 fusions account for ∼85% of alterations; the remainder are attributed to NTRK-variant fusions. Rarely, other genomic aberrations have been described in association with tumors identified as IFS or IFS-like. We describe the utility of genomic characterization of an IFS-like tumor. We also describe the successful treatment combination of VAC (vincristine, actinomycin, cyclophosphamide) with tyrosine kinase inhibitor (TKI) maintenance in this entity. This patient presented at birth with a right facial mass, enlarging at 1 mo to 4.9 × 4.5 × 6.3 cm. Biopsy demonstrated hypercellular fascicles of spindle cells with patchy positivity for smooth muscle actin (SMA) and negativity for S100, desmin, myogenin, and MyoD1. Targeted RNA sequencing identified a novel RBPMS-MET fusion with confirmed absence of ETV6-NTRK3, and the patient was diagnosed with an IFS-like tumor. A positron emission tomography (PET) scan was negative for metastatic disease. VAC was given for a duration of 10 mo. Resection at 13 mo of age demonstrated positive margins. Cabozantinib, a MET-targeting TKI, was initiated. The patient tolerated cabozantinib well and has no evidence of disease at 24 mo of age. We describe a novel RBPMS-MET driver fusion in association with a locally aggressive IFS-like tumor. MET functions as an oncogene and, when associated with the RNA binding protein RBPMS, forms an in-frame fusion product that retains the MET kinase domain. This fusion is associated with aberrant cell signaling pathway expression and subsequent malignancy. We describe treatment with cabozantinib in a patient with an IFS-like neoplasm.
© 2020 Gupta et al.; Published by Cold Spring Harbor Laboratory Press.

Entities:  

Keywords:  facial neoplasm

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Year:  2020        PMID: 33028644      PMCID: PMC7552925          DOI: 10.1101/mcs.a005645

Source DB:  PubMed          Journal:  Cold Spring Harb Mol Case Stud        ISSN: 2373-2873


INTRODUCTION

Infantile fibrosarcoma (IFS) is the most common nonrhabdomyosarcoma soft-tissue sarcoma in infants (Bourgeois et al. 2000). Histologically, IFS consists of densely packed fascicles of spindle cells with frequently high mitotic activity and a nonspecific immunohistochemical staining pattern (Bourgeois et al. 2000). IFS is driven by gene fusions involving the NTRK (neurotrophic receptor tyrosine kinase) gene family and demonstrates favorable response to Trk (tropomyosin receptor kinase) inhibition (Albert et al. 2019). ETV6-NTRK3 fusions (t(12;15)(p13;q25)) account for ∼85% of alterations, with the remainder attributed to NTRK-variant fusions (Albert et al. 2019). IFS is usually localized, although metastases are more prevalent in patients with variant fusions, and overall prognosis is excellent for resectable tumors (Albert et al. 2019). In patients with unresectable disease, neoadjuvant therapy is standard. Prior to the era of highly selective Trk inhibitors, a rhabdomyosarcoma-like protocol was used. More recently, three patients with refractory IFS associated with LMNANTRK1 fusions were successfully treated with the oral MET/ALK/ROS1 tyrosine kinase inhibitor (TKI) crizotinib (Mody et al. 2015; Wong et al. 2016; Bender et al. 2019), buoyed by in vitro data of its action against TrkA (Vaishnavi et al. 2013). Additionally, an infant with ETV6-NTRK3 fusion–positive IFS responded to pazopanib suspension administered preoperatively (Yanagisawa et al. 2016). Rarely, other genomic aberrations have been described in association with tumors identified as IFS. Based on the World Health Organization (WHO) 2013 definition of infantile fibrosarcoma, any histologically identical entity without a characteristic NTRK fusion could be considered IFS-like (Fletcher et al. 2013). Prior descriptions of IFS-like tumors revealed novel rearrangements involving the transmembrane receptor tyrosine kinase RET, including CLIP2-RET, SPECC1L-RET, MYH10-RET, and KHDRBS1-RET (Church et al. 2018; Antonescu et al. 2019; Davis et al. 2020). Furthermore, four patients between 0 and 3 yr old with IFS-like tumors were identified to have BRAF rearrangements, including a CUX1-BRAF fusion (Kao et al. 2018). Given the breadth of described alterations in IFS and IFS-like tumors, next-generation sequencing methodologies are well-suited for detection and identification of appropriate targeted therapies (Kao et al. 2018).

RESULTS

Clinical Presentation

Our patient was born with a large right facial mass measuring 4.0 × 4.1 × 5.4 cm on magnetic resonance imaging (MRI) (Fig. 1A). A bedside fine-needle aspiration of the mass on the fourth day of life demonstrated spindled cells, which were smooth muscle actin (SMA)-positive and S100-negative. Because of the patient's age and tumor location, we opted for a short period of observation. At 1 month of age, repeat MRI showed enlargement of the mass to 4.9 × 4.5 × 6.3 cm. Open biopsy demonstrated variably cellular fascicles of spindle cells; tumor cells were positive for SMA (patchy) and CD163, and negative for S100, desmin, CD34, myogenin, and MyoD1 (Fig. 2). Reverse transcription polymerase chain reaction (RT-PCR) for ETV6-NTRK3 was negative. Next-generation sequencing identified an RBPMS-MET fusion suspected to be pathogenic, and the patient was diagnosed with IFS-like disease. A positron emission tomography (PET) scan was negative for metastatic disease. Because of continued tumor growth, neoadjuvant chemotherapy was started at 7 wk of age with vincristine, actinomycin D, and cyclophosphamide (VAC). The patient's course was complicated by pneumatosis intestinalis, which resolved after a brief 50% dose reduction of vincristine and cyclophosphamide. She completed 10 mo of chemotherapy, at which point tumor burden decreased to 1.1 cm in its longest dimension in the right masticator space (Fig. 1B). At 13 mo of age, the residual mass was surgically resected en bloc, including a portion of the cheek skin and buccal mucosa, with meticulous dissection and preservation of the upper division of the facial nerve to maintain eye closure function. Final pathology demonstrated positive microscopic margins with no evidence of tumor necrosis. Postoperative imaging demonstrated postsurgical changes (Fig. 1C). Because of both the morbidity of additional surgery or radiation and the availability of tumor-specific genomic results, the decision was made to start cabozantinib, a MET-targeting TKI with liquid formulation, at 40 mg/m2/d. Treatment has been tolerated well for 9 mo thus far without side effects, and our patient continues with no clinical or radiographic evidence of disease at 24 mo of age (Fig. 1D).
Figure 1.

Tumor imaging. (A) Magnetic resonance imaging (MRI) at birth demonstrated a large right facial mass with a solid component measuring 4 × 4.1 × 5.4 cm. The superior extent of the mass was over the right lateral frontal bone and temporal fossa, inferiorly below the inferior cortical margin of the right mandible, posteriorly to the external auditory canal, anteriorly into the nasolabial fold, without orbital or intracranial extension. (B) At 1 yr of age and after vincristine, actinomycin D, and cyclophosphamide (VAC) chemotherapy, the mass decreased to 1.1 cm in its longest dimension in the right masticator space. This infiltrated and mildly expanded the masseter muscle with patchy tumefactive enhancement. There was also mild mass effect on the right parotid gland superolaterally and submandibular gland inferomedially with long-standing bone remodeling of the right zygomatic arch and mandibular neck/ramus. (C) At 13 mo of age and after surgical resection, imaging demonstrated extensive postoperative changes. Mild expansion of the right zygomatic arch and absence of the right submandibular gland was noted. The right parotid gland appeared smaller than the left. Stranding and contrast enhancement of the right preauricular soft tissues was noted with loss of subcutaneous fat. Mild heterogeneous enhancement surrounded the right zygomatic arch and right mandibular ramus. (D) At 20 mo of age after 5 mo of cabozantinib, imaging demonstrated stable postsurgical changes in the right face with no discrete mass lesion visualized.

Figure 2.

Histologic findings. The tumor is variably cellular, with (A) areas containing cellular fascicles of ovoid to spindled cells with vacuolated nuclei and (B) paucicellular areas consisting of cells with long tapered nuclei within fibrous stroma. Mild-to-moderate nuclear pleomorphism and hyperchromasia are present. Thin-walled variably ectatic blood vessels are seen throughout. Tumor cells are positive on immunohistochemical stains for smooth muscle actin (C) and CD163 (D) and negative for desmin (E), S100, CD34, myogenin, MyoD1, and nuclear β-catenin (not shown). Ki-67 proliferation index is focally up to 20% (F).

Tumor imaging. (A) Magnetic resonance imaging (MRI) at birth demonstrated a large right facial mass with a solid component measuring 4 × 4.1 × 5.4 cm. The superior extent of the mass was over the right lateral frontal bone and temporal fossa, inferiorly below the inferior cortical margin of the right mandible, posteriorly to the external auditory canal, anteriorly into the nasolabial fold, without orbital or intracranial extension. (B) At 1 yr of age and after vincristine, actinomycin D, and cyclophosphamide (VAC) chemotherapy, the mass decreased to 1.1 cm in its longest dimension in the right masticator space. This infiltrated and mildly expanded the masseter muscle with patchy tumefactive enhancement. There was also mild mass effect on the right parotid gland superolaterally and submandibular gland inferomedially with long-standing bone remodeling of the right zygomatic arch and mandibular neck/ramus. (C) At 13 mo of age and after surgical resection, imaging demonstrated extensive postoperative changes. Mild expansion of the right zygomatic arch and absence of the right submandibular gland was noted. The right parotid gland appeared smaller than the left. Stranding and contrast enhancement of the right preauricular soft tissues was noted with loss of subcutaneous fat. Mild heterogeneous enhancement surrounded the right zygomatic arch and right mandibular ramus. (D) At 20 mo of age after 5 mo of cabozantinib, imaging demonstrated stable postsurgical changes in the right face with no discrete mass lesion visualized. Histologic findings. The tumor is variably cellular, with (A) areas containing cellular fascicles of ovoid to spindled cells with vacuolated nuclei and (B) paucicellular areas consisting of cells with long tapered nuclei within fibrous stroma. Mild-to-moderate nuclear pleomorphism and hyperchromasia are present. Thin-walled variably ectatic blood vessels are seen throughout. Tumor cells are positive on immunohistochemical stains for smooth muscle actin (C) and CD163 (D) and negative for desmin (E), S100, CD34, myogenin, MyoD1, and nuclear β-catenin (not shown). Ki-67 proliferation index is focally up to 20% (F).

Genomic Analyses

Following consent on an IRB-approved protocol, the patient underwent comprehensive molecular profiling consisting of paired tumor/normal exome analysis and RNA sequencing. This included evaluation of germline and somatic single-nucleotide variation (SNV), small indels, copy-number (CN) alterations, gene fusions, and aberrant gene expression. No pathogenic or likely pathogenic germline SNV or CN alterations were identified. Although no clearly medically meaningful somatic SNVs were identified (Supplemental Table 1), CN gain of Chromosomes 6, 8, 10, 11, 17, and 20 was found (Fig. 3A). Nonrandom gain among some of these chromosomes, in particular trisomy 11, is a cytogenetic abnormality commonly reported in IFS (Mandahl et al. 1989; Schofield et al. 1994). We identified the RBPMS-MET fusion through RNA sequencing with confirmation by RT-PCR and subsequent Sanger sequencing to establish reproducibility and verify the inferred translational protein frame (Fig. 3B). Isoform structure was determined by long read sequencing of the tumor. The in-frame fusion event connected exon 5 of RBPMS (NM_006867) and exon 15 of MET (NM_000245) resulting in a 513-amino acid chimeric protein (Table 1; Fig. 3C). The fusion product resulted in juxtaposition of RBPMS, including the dimerization domain localized within the RNA recognition motif (RRM), to the intact MET protein kinase domain, a configuration predicted to result in kinase fusion gene activation (Stransky et al. 2014). Iso-Seq long read sequencing of the RNA identified a second smaller fusion transcript (409 amino acids in length; Fig. 3C). The shorter transcript begins with RBPMS intron 4 sequence and encompasses the coding region of exon 5, with an identical breakpoint in MET to that observed in the longer isoform. Analysis of gene expression data corresponded to aberrant signal transduction associated with the RBPMS-MET fusion. With the exception of rhabdomyosarcoma, MET gene expression was elevated relative to most of the soft-tissue tumors evaluated within a pediatric cohort comprised of institutional cases (n = 17) and those from the UCSC Treehouse Childhood Cancer Initiative (n = 270) (Fig. 3D), although this did not reach statistical significance (P = 0.68). We interpret elevated MET expression to be associated with the presence of the gene fusion, as the overexpression was skewed only toward those exons distal to the fusion breakpoint specifically exons 15-21 (Supplemental Fig. 1). Notably, the tumor demonstrated overexpression of PDGFRB (log2 fold change: 3.40, P = 0.003), which was comparable to two infantile myofibromatosis cases with activating alterations in PDGFRB (Fig. 3E).
Figure 3.

Molecular characterization of the primary tumor. (A) Somatic copy-number (CN) alterations. The top plot displays tumor CN relative to comparator normal (peripheral blood) in log2 scale. Blue points represent log2 values based on sequence depth in 100-bp windows. Red lines indicate segmented CN calls. The bottom plot displays tumor variant allele frequency for variants that are heterozygous in the normal, whereby points in red indicate significant loss of heterozygosity (LOH). The x-axis denotes the chromosome number. (B) Sanger sequencing chromatogram of the in-frame RBPMS-MET gene fusion. The corresponding amino acid sequence is described above the chromatogram. (C) Protein structure of the RBPMS-MET fusion. Gene expression of (D) MET and (E) PDGFRB among pediatric and adolescent/young adult soft-tissue tumors. The described patient case is shown as a red box. (IFS) Infantile fibrosarcoma, (IFB) infantile fibromatosis, (NOS) not otherwise specified, (OS) osteosarcoma, (ES) Ewing sarcoma, (RMS) rhabdomyosarcoma.

Table 1.

Fusion transcripts identified in the tumor

Fusion transcript5′ Gene (cytoband)5′ Gene RefSeq transcript5′ Gene genomic coordinates (hg38)5′ Gene exon3′ Gene (cytoband)3′ Gene RefSeq transcript3′ Gene genomic coordinates (hg38)3′ Gene exonFusion sequence
Longer transcriptRBPMS (8p12)NM_006867.38:305044365MET (7q31.2)NM_000245.27: 11677488115CTCAGTTCATTGCCAGAGAGCCAT@atcagtttcctaattcatctcagaacggttcat
Shorter transcriptRBPMS (8p12)NM_006867.38: 30503199-30504436a5MET (7q31.2)NM_000245.27: 11677488115CTCAGTTCATTGCCAGAGAGCCAT@atcagtttcctaattcatctcagaacggttcat

aThe shorter transcript reflects RBPMS sequence initiating within intron 4 and extending through exon 5 with the 3′ breakpoint of RBPMS and 5′ breakpoint of MET identical to those in the longer isoform.

Molecular characterization of the primary tumor. (A) Somatic copy-number (CN) alterations. The top plot displays tumor CN relative to comparator normal (peripheral blood) in log2 scale. Blue points represent log2 values based on sequence depth in 100-bp windows. Red lines indicate segmented CN calls. The bottom plot displays tumor variant allele frequency for variants that are heterozygous in the normal, whereby points in red indicate significant loss of heterozygosity (LOH). The x-axis denotes the chromosome number. (B) Sanger sequencing chromatogram of the in-frame RBPMS-MET gene fusion. The corresponding amino acid sequence is described above the chromatogram. (C) Protein structure of the RBPMS-MET fusion. Gene expression of (D) MET and (E) PDGFRB among pediatric and adolescent/young adult soft-tissue tumors. The described patient case is shown as a red box. (IFS) Infantile fibrosarcoma, (IFB) infantile fibromatosis, (NOS) not otherwise specified, (OS) osteosarcoma, (ES) Ewing sarcoma, (RMS) rhabdomyosarcoma. Fusion transcripts identified in the tumor aThe shorter transcript reflects RBPMS sequence initiating within intron 4 and extending through exon 5 with the 3′ breakpoint of RBPMS and 5′ breakpoint of MET identical to those in the longer isoform.

DISCUSSION

Herein, we report a unique case of an aggressive IFS-like tumor harboring a non-NTRK-variant fusion, RBPMS-MET, and the common aneuploidy changes associated with IFS, including trisomies 8, 11, 17, and 20. An RBPMS-MET fusion has only been described in a single adult with cholangiocarcinoma with similar breakpoints as described in our tumor (The ICGC/TCGA Pan-Cancer Analysis of Whole Genomes Consortium 2020). RNA-binding protein with multiple splicing (RBPMS) has been found to regulate cancer cell proliferation and migration (Fu et al. 2015) as well as smooth muscle plasticity (Sagnol et al. 2014). Under normal physiological conditions, the hepatocyte growth factor (HGF) ligand binds MET receptor and induces dimerization and autophosphorylation of the protein kinase domain, resulting in receptor signaling (Zhang et al. 2018). This activation induces cell proliferation, survival, growth, angiogenesis, and metastasis (Cui et al. 2011). In many receptor tyrosine kinase fusions, the 5′ gene partner contributes an oligomerization domain, such as a coiled-coil motif, which promote constitutively active and ligand-independent receptor activation (Du and Lovly 2018). The RRM domain of RBPMS is involved in both RNA recognition and homodimerization (Sagnol et al. 2014; Teplova et al. 2016). The in-frame fusion product retains the RRM and dimerization motifs of RBPMS and the protein kinase domain of MET, which is predicted to promote aberrant downstream signaling through Ras-MAPK and PI3K/AKT pathways. Activation of MET and downstream signaling through the PI3K/AKT and Ras-MAPK pathways occurs through tyrosine phosphorylation. Additionally, activation of other receptor tyrosine kinases, including PDGFRB, has been reported because of cross-talk of these receptors through trans-phosphorylation (Yeh et al. 2011; Lai et al. 2018). Using long read sequencing technologies, we also identified a shorter fusion isoform with a truncated RRM. The impact of this fusion on ligand-independent MET receptor activation is unknown, although given the likely impaired dimerization of RBPMS, this product may be hypothesized to have a lesser to noncontributory impact on downstream signaling and oncogenesis. Genomic characterization and molecular diagnostics are expanding knowledge and treatment of IFS and IFS-like tumors. Classically, IFS is cytogenetically characterized by a translocation of Chromosomes 12p13 and 15q25, corresponding to an ETV6-NTRK3 gene fusion, and trisomy 11 (Sandberg and Bridge 2002), with occasional trisomies of 8, 17, and 20 (Sandberg and Bridge 2002). As mentioned previously, histologically identical entities without the classic gene fusion can be considered IFS-like and feature an assortment of novel rearrangements, now including an RBPMS-MET fusion with this report. Although sarcomas demonstrate the highest frequency of kinase fusions across 20 distinct solid tumor histologies (Stransky et al. 2014), MET fusions are infrequently reported as drivers. There is a single report of a TFG-MET fusion in an unusual S100-positive infantile spindle cell sarcoma (Flucke et al. 2017). In terms of RBPMS involvement, there are two prior reports of RBPMS-NTRK3 fusion positive sarcomas: an adult with a fibrosarcoma-like uterine sarcoma (Chiang et al. 2018) and a 20-mo-old with a fibroblastic central nervous system (CNS) tumor (Torre et al. 2018). Additionally, RBPMS-NRG1 fusions have been described in adult lung adenocarcinoma and renal cell carcinoma (Jonna et al. 2019). There is substantial literature over the past 35 years to support the use of neoadjuvant chemotherapy during the infancy period for IFS (Grier et al. 1985; Ninane et al. 1991). Such regimens have included VAC, as in our patient, with variable use of doxorubicin, ifosfamide, and etoposide (Kynaston et al. 1993; Russell et al. 2009). However, the use of TKIs to treat sarcomas of infancy is rare. Imatinib has accrued the most experience, with documented use in a mast cell sarcoma in an 11-mo-old (Bautista-Quach et al. 2013) and dermatofibrosarcoma protuberans in 10- and 12-mo-old infants (Gooskens et al. 2010; Suzuki et al. 2011). Cabozantinib has been studied in COG phase I and II trials (ADVL1211 and ADVL1622) for children with recurrent or refractory solid tumors (Chuk et al. 2018), in which the youngest reported patient was 4 years old. Tolerability with extended disease control in children with neuroblastoma has been reported (Perisa et al. 2020). Although there were dose-limiting toxicities in the phase I trial at every dose level (including palmar-plantar erythrodysesthesia syndrome and mucositis), the toxicity profile overall resembled that of adults: diarrhea, fatigue, hypothyroidism, hypertension, weight loss, anorexia, and nausea (Chuk et al. 2018). Lab abnormalities included elevations in alanine aminotransferase, lipase, bilirubin, and proteinuria. Thus far, our patient has tolerated cabozantinib without significant clinical or laboratory toxicities. In this patient's tumor, this fusion was associated with aberrant cell signaling pathway expression. Based on the biological mechanism associated with MET fusion, we are successfully treating our patient with the tyrosine kinase inhibitor cabozantinib. Patient-centric studies can improve our understanding of the mechanisms of disease and describe novel variants, the knowledge of which can benefit both the individual, as well as the larger patient population.

METHODS

Patient Enrollment

The infant was enrolled as part of an Institutional Review Board (IRB)-approved study at the Institute for Genomic Medicine at Nationwide Children's Hospital (NCH). Informed consent for comprehensive molecular analysis was provided by the parents. Peripheral blood (PB) was collected by routine venipuncture for genomic DNA extraction. Snap-frozen tumor tissue from the initial surgery was obtained for tumor DNA and RNA extraction.

DNA Sequencing

Enhanced exome sequencing was performed on DNA extracted from peripheral blood (comparator sample) and disease-involved tissue (snap-frozen tumor). Pathology estimated the sequenced section at 95% tumor cellularity. Libraries were prepared using 100 ng of input DNA beginning with enzymatic fragmentation, followed by end repair, 5′ phosphorylation, A-tailing, and sequencing adapter ligation using NEB Ultra II FS (peripheral blood) and NEB Ultra II FS (snap-frozen) reagents (New England Biolabs). Target enrichment by hybrid capture was performed with IDT xGen Exome Research Panel v1.0 enhanced with the xGenCNV Backbone and Cancer-Enriched Panels-Tech Access (Integrated DNA Technologies). Paired-end 151-bp reads were generated on the Illumina HiSeq 4000. Secondary analysis was performed using Churchill, a comprehensive workflow for analysis of raw reads from genome alignment through to germline and somatic variant identification (Kelly et al. 2015). Reads were aligned to the human genome reference sequence (build GRCh37) using BWA (v0.7.15). Sequence alignments were refined according to community-accepted guidelines for best practices (https://gatk.broadinstitute.org/hc/en-us). Duplicate sequence reads were removed using samblaster-v.0.1.22, and local realignment was performed on the aligned sequence data using the Genome Analysis Toolkit (v3.7–0). Churchill's own deterministic implementation of base quality score recalibration was used. Germline variants were called using GATK's HaplotypeCaller. Average sequencing coverage depth for the tumor sample was 240× and 265× for the comparator peripheral blood sample (Supplemental Table 2). Somatic SNV and indel detection was performed using MuTect-2 (Cibulskis et al. 2013). Somatic variants in cancer-associated genes were identified (Zhang et al. 2015). Copy-number variation (CNV) was assessed using VarScan2 (Koboldt et al. 2012).

RNA Sequencing

In parallel, 500 ng of snap-frozen tumor RNA was subjected to DNase treatment and ribodepletion prior to using Illumina's TruSeq Stranded Total RNA Sample prep (performed with 2-min chemical fragmentation). An independent RNA-seq library was constructed for whole-transcriptome sequencing. Paired-end 151-bp reads were generated on the Illumina HiSeq 4000, and reads were aligned to the human genome reference sequence (GRCh38) with the resultant output representing 278,462,016 uniquely mapped reads (Supplemental Table 2). RNA sequence data were processed using an ensemble approach of seven fusion callers (STAR-Fusion [v.1.2.0] [Haas et al. 2019], MapSplice [v.2.2.1] [Wang et al. 2010], TopHat-Fusion [v.2.1.0] [Kim and Salzberg 2011], FusionCatcher [v.0.99.7c] [Nicorici et al. 2014], FusionMap [v.mono-2.10.9] [Ge et al. 2011], JAFFA [v.1.09] [Davidson et al. 2015], and SOAPfuse [v.1.27] [Jia et al. 2013]). Fusions were assessed for biological significance if identified by at least three tools and the fusion was rare (<10% frequency) within our internal cancer cohort. Fusion of genes located within 200 kb on the same chromosome strand were considered readthrough events and not evaluated further. A comprehensive literature review of the fusion genes was performed to determine the putative mechanism (i.e., activation due to fusion of an oncogene or loss of function of a tumor suppressor) and to identify previous reports of similar fusion events. Transcripts per million (TPM) values were generated from paired-end RNA sequence data using Salmon with bootstrapping set to 100 (Patro et al. 2017). Gene expression data were compared to publicly available RNA sequence data from the University of California Santa Cruz (UCSC) Treehouse Childhood Cancer Initiative (https://treehousegenomics.soe.ucsc.edu/). Gene coverage was evaluated at the exon level. Briefly, a BED file was generated of exon coordinates using UCSC Genome Browser. Coverage was obtained from sorted BAM files using BEDtools (v.2.29.0) multiBamCov (Quinlan and Hall 2010). GenVisR was used to visualize coverage depth across RBPMS and MET (Skidmore et al. 2016).

Sanger Sequencing of RBPMS-MET Fusion

We used 500 ng of RNA with MultiScribe reverse transcriptase (ThermoFisher) and random hexamers (Applied Biosystems) for RT-PCR. PCR of cDNA was performed with the forward primer in RBPMS exon 5 (5′ATCCGCTTCGATCCTGAAAT 3′) and reverse primer in MET exon 15 (5′TGACTTCATTGAAATGCACAA 3′). PCR product was purified using the QIAquick purification kit (QIAGEN). Forward and reverse Sanger sequencing reactions were performed with the Big Dye v3.1 terminator mix (ThermoFisher). Sequencing was performed on an Applied Biosystems 3130 instrument.

SMARTer cDNA Synthesis

First-strand cDNA was prepared from 1 µg tumor total RNA in a single SMARTer (SMARTer PCR cDNA Synthesis Kit, Takara Bio USA) according to the company protocol. First-strand cDNA was diluted with 90 µL Buffer EB (QIAGEN). Second-strand synthesis was performed in a large-scale PCR reaction with a universal PCR primer added during first-strand cDNA synthesis. Second-strand synthesis reactions were prepared using PrimeSTAR GXL DNA polymerase in the following reaction: 10 µL diluted first-strand cDNA, 0.2 mM dNTPs, 0.24 µM 5′ PCR Primer IIA, 1.25 units PrimeSTAR GXL DNA Polymerase in 1× PrimeSTAR GXL Buffer with PCR cycling conditions of 30 sec at 98°C, 12× (10 sec at 98°C, 15 sec at 65°C, 10 min at 68°C) and 5 min at 68°C. Large-scale PCR reactions were combined after amplification and concentrated with 1× Pacific Biosciences AMPure. Concentrated second-strand cDNA was eluted in 50 µL Buffer EB. The concentrated second-strand cDNA concentration was determined with Qubit 1× dsDNA HS Working Solution kit and the Qubit 3.0 fluorometer (Thermo Fisher Scientific Inc.).

cDNA Size Fractionation

Concentrated second-strand cDNA was size-fractionated with a double-sided SPRIselect reaction. Initially, 50 µL second-strand cDNA was combined with 20 µL SPRIselect reagent (0.4×). The supernatant of this reaction was transferred to a clean tube and combined with 30 µL SPRIselect (0.4/1×). This sequential reaction results in cDNA sized at >2 kb and 0.2–2 kb, respectively. The size-fractionated cDNA concentration was determined with Qubit 1× dsDNA HS Working Solution kit and the Qubit 3.0 fluorometer and the average library size for the cDNA size fractions was determined with the Agilent High Sensitivity DNA Kit on the Bioanalyzer 2100.

SMRTbell Template Prep

Molar concentrations for each cDNA fraction were calculated using the average cDNA size determined by the 2100 Bioanalyzer and the mass as determined by Qubit. Prior to PacBio library preparation, an equal molar dilution was prepared from the 0.4× SPRIselect and 0.4/1× SPRIselect fractions. A SMRTbell Template Prep Kit 1.0 library was prepared from 1 µg size-fractionated cDNA according to the PacBio Iso-Seq protocol (PN 101-070-200 Version 05 [November 2017]). The final library was diluted 1:5 with Buffer EB and assessed for DNA concentration by Qubit dsDNA HS and size by 2100 Bioanalyzer High Sensitivity DNA kit.

Pacific Biosciences Sequel Iso-Seq Sequencing

Library metrics metadata values including available volume, concentration, and average insert size were entered into the SMRT Link Sample Setup worksheet. The worksheet calculates the required sequencing primer v3 annealing and polymerase binding conditions for each SMRTbell library. The SMRTbell library was complexed with the Sequel Binding Kit 2.1, purified and concentrated according to the AMPure PB protocol loaded at 8 pM with the diffusion protocol. Sequencing was performed with two v2 LR SMRT Cells, v2.1 Sequencing Reagents, and 4-h preextension followed by 20-h movie collection. Coverage metrics are provided in Supplemental Table 2.

Iso-Seq Analysis in SMRT Link

Both SMRT Cells were analyzed with the Iso-Seq application in SMRT Link version 8.0.0.79519 with the default parameters (Maximum CCS Read Length = 15,000, Minimum CCS Read Length = 50, Polish CCS = false, Filters to add to the DataSet = none, Minimum Accuracy for High-Quality Isoforms = 0.99, Maximum Fuzzy Junction Difference (bp) = 5, Ignore BioSamples records from Run Design = false, Minimum Mapped Concordance (%) = 95, Minimum Mapped Coverage (%) = 99, Minimum Mapped Length (bp) = 50, Require and Trim Poly(A) Tail = true, Run Clustering = true). The resulting BAM file of Mapped High-Quality Isoforms was visualized in the Integrated Genomics Viewer version 2.8.0 to identify RBPMS-MET fusion transcripts.

ADDITIONAL INFORMATION

Data Deposition and Access

Molecular data from the diagnostic case have been deposited to dbGAP accession phs001820.v1.p1., under submitter: Institute for Genomic Medicine (IGM) Clinical Laboratory, Nationwide Children's Hospital. Details are provided in the Methods. The RBPMS-MET fusion has been submitted to ClinVar (https://www.ncbi.nlm.nih.gov/clinvar/) under accession number SCV001433870.

Ethics Statement

All patients or their guardians provided written informed consent for genomic sequencing. This research is under a protocol approved by the Institutional Review Board at Nationwide Children's Hospital (IRB17-00206).

Acknowledgments

This research was supported by the Diagnostic Immunology Laboratory, Nationwide Children's Hospital. We thank the Nationwide Foundation Pediatric Innovation Fund for generously supporting sequencing, data production, and analysis. We would like to acknowledge the Treehouse Childhood Cancer Initiative at the University of California Santa Cruz Genomics Institute.

Author Contributions

A.G. wrote the first manuscript. A.G., J.A.B., K.M.S., C.E.C., S.C.K., K.R.J., and B.A.S. wrote, reviewed, discussed, edited, and revised the manuscript. V.M., S.D.M., K.L., E.V., R.K.W., P.W., E.R.M., C.E.C., and K.M.S. performed data analysis and interpretation.

Funding

Funding was provided by the Nationwide Foundation Pediatric Innovation Fund.

Competing Interest Statement

The authors have declared no competing interest.
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4.  BEDTools: a flexible suite of utilities for comparing genomic features.

Authors:  Aaron R Quinlan; Ira M Hall
Journal:  Bioinformatics       Date:  2010-01-28       Impact factor: 6.937

5.  Fibrosarcoma in infants and children. Application of new techniques.

Authors:  D E Schofield; J A Fletcher; H E Grier; E J Yunis
Journal:  Am J Surg Pathol       Date:  1994-01       Impact factor: 6.394

6.  The RNA-binding protein RBPMS1 represses AP-1 signaling and regulates breast cancer cell proliferation and migration.

Authors:  Jie Fu; Long Cheng; Yu Wang; Ping Yuan; Xiaojie Xu; Lihua Ding; Hao Zhang; Kai Jiang; Haifeng Song; Zhongwu Chen; Qinong Ye
Journal:  Biochim Biophys Acta       Date:  2014-10-02

7.  Germline Mutations in Predisposition Genes in Pediatric Cancer.

Authors:  Jinghui Zhang; Michael F Walsh; Gang Wu; Kim E Nichols; Michael N Edmonson; Tanja A Gruber; John Easton; Dale Hedges; Xiaotu Ma; Xin Zhou; Donald A Yergeau; Mark R Wilkinson; Bhavin Vadodaria; Xiang Chen; Rose B McGee; Stacy Hines-Dowell; Regina Nuccio; Emily Quinn; Sheila A Shurtleff; Michael Rusch; Aman Patel; Jared B Becksfort; Shuoguo Wang; Meaghann S Weaver; Li Ding; Elaine R Mardis; Richard K Wilson; Amar Gajjar; David W Ellison; Alberto S Pappo; Ching-Hon Pui; James R Downing
Journal:  N Engl J Med       Date:  2015-11-18       Impact factor: 91.245

8.  Pan-cancer analysis of whole genomes.

Authors: 
Journal:  Nature       Date:  2020-02-05       Impact factor: 49.962

9.  NTRK Fusions Define a Novel Uterine Sarcoma Subtype With Features of Fibrosarcoma.

Authors:  Sarah Chiang; Paolo Cotzia; David M Hyman; Alexander Drilon; William D Tap; Lei Zhang; Jaclyn F Hechtman; Denise Frosina; Achim A Jungbluth; Rajmohan Murali; Kay J Park; Robert A Soslow; Esther Oliva; A John Iafrate; Ryma Benayed; Marc Ladanyi; Cristina R Antonescu
Journal:  Am J Surg Pathol       Date:  2018-06       Impact factor: 6.298

10.  Sensitive detection of somatic point mutations in impure and heterogeneous cancer samples.

Authors:  Kristian Cibulskis; Michael S Lawrence; Scott L Carter; Andrey Sivachenko; David Jaffe; Carrie Sougnez; Stacey Gabriel; Matthew Meyerson; Eric S Lander; Gad Getz
Journal:  Nat Biotechnol       Date:  2013-02-10       Impact factor: 54.908

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1.  Novel BRAF gene fusions and activating point mutations in spindle cell sarcomas with histologic overlap with infantile fibrosarcoma.

Authors:  Alyssa J Penning; Alyaa Al-Ibraheemi; Michael Michal; Brandon T Larsen; Soo-Jin Cho; Christina M Lockwood; Vera A Paulson; Yajuan J Liu; Lukáš Plank; Karen Fritchie; Carol Beadling; Tanaya L Neff; Christopher L Corless; Erin R Rudzinski; Jessica L Davis
Journal:  Mod Pathol       Date:  2021-04-13       Impact factor: 8.209

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