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Cani et al. 1 Next-Gen Sequencing Exposes Frequent MED12 Mutations and Actionable Therapeutic Targets in Phyllodes Tumors Andi K. Cani 1 , Daniel H. Hovelson 2 , Andrew S. McDaniel 1 , Seth Sadis 5 , Michaela J. Haller 1 , Venkata Yadati 1 , Anmol M. Amin 1 , Jarred Bratley 1 , Santhoshi Bandla 5 , Paul D. Williams 5 , Kate Rhodes 6 , Chia-Jen Liu 1 , Michael J. Quist 1,7 , Daniel R. Rhodes 5 , Catherine S. Grasso 1,7 , Celina G. Kleer 1 , Scott A. Tomlins 1,3,4* Michigan Center for Translational Pathology, Department of Pathology 1 , Computational Medicine & Bioinformatics 2 , Urology 3 , Comprehensive Cancer Center 4 , University of Michigan Medical School, Ann Arbor, MI. Life Sciences Solutions, ThermoFisher Scientific, 5 Ann Arbor, MI, USA and 6 Carlsbad, CA, USA Department of Pathology 7 , Oregon Health & Sciences University, Portland, OR. Running Title: Next generation sequencing of phyllodes tumors Key Words: breast, stromal tumor, phyllodes, mutations, copy number alterations S.A.T. is supported by the A. Alfred Taubman Medical Research Institute. * Corresponding Author: Scott A. Tomlins, M.D., Ph.D. University of Michigan Medical School 1524 BSRB 109 Zina Pitcher Place Ann Arbor, MI 48109-2200 Tel: 734-764-1549 Fax: 734-647-7950 Email: [email protected] Disclosures: S.A.T has a separate sponsored research agreement with Compendia Bioscience/Life Technologies/ThermoFisher Scientific that provides access to the sequencing panel used herein. No other aspect of the study described herein was supported by Compendia Bioscience/Life Technologies/ThermoFisher Scientific. S.S., S.B., P.D.W., K.R., and D.R.R. are employees of ThermoFisher Scientific. The other authors have no competing interests to declare. on March 22, 2019. © 2015 American Association for Cancer Research. mcr.aacrjournals.org Downloaded from Author manuscripts have been peer reviewed and accepted for publication but have not yet been edited. Author Manuscript Published OnlineFirst on January 15, 2015; DOI: 10.1158/1541-7786.MCR-14-0578

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Cani et al. 1

Next-Gen Sequencing Exposes Frequent MED12 Mutations and Actionable Therapeutic Targets in Phyllodes Tumors

Andi K. Cani1, Daniel H. Hovelson2, Andrew S. McDaniel1, Seth Sadis5, Michaela J. Haller1, Venkata Yadati1, Anmol M. Amin1, Jarred Bratley1, Santhoshi Bandla5, Paul D. Williams5, Kate Rhodes6, Chia-Jen Liu1, Michael J. Quist1,7, Daniel R. Rhodes5, Catherine S. Grasso1,7, Celina G. Kleer1, Scott A. Tomlins1,3,4*

Michigan Center for Translational Pathology, Department of Pathology1, Computational Medicine & Bioinformatics2, Urology3, Comprehensive Cancer Center4, University of Michigan Medical School, Ann Arbor, MI. Life Sciences Solutions, ThermoFisher Scientific, 5Ann Arbor, MI, USA and 6Carlsbad, CA, USA Department of Pathology7, Oregon Health & Sciences University, Portland, OR. Running Title: Next generation sequencing of phyllodes tumors Key Words: breast, stromal tumor, phyllodes, mutations, copy number alterations S.A.T. is supported by the A. Alfred Taubman Medical Research Institute. *Corresponding Author: Scott A. Tomlins, M.D., Ph.D. University of Michigan Medical School 1524 BSRB 109 Zina Pitcher Place Ann Arbor, MI 48109-2200 Tel: 734-764-1549 Fax: 734-647-7950 Email: [email protected] Disclosures: S.A.T has a separate sponsored research agreement with Compendia Bioscience/Life Technologies/ThermoFisher Scientific that provides access to the sequencing panel used herein. No other aspect of the study described herein was supported by Compendia Bioscience/Life Technologies/ThermoFisher Scientific. S.S., S.B., P.D.W., K.R., and D.R.R. are employees of ThermoFisher Scientific. The other authors have no competing interests to declare.

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Abstract

Phyllodes tumors are rare fibroepithelial tumors with variable clinical behavior

accounting for a small subset of all breast neoplasms, yet little is known about the genetic

alterations that drive tumor initiation and/or progression. Here targeted next generation

sequencing (NGS) was used to identify somatic alterations in formalin fixed paraffin embedded

(FFPE) patient specimens from malignant, borderline and benign cases. NGS revealed mutations

in mediator complex subunit 12 (MED12) affecting the G44 hotspot residue in the majority

(67%) of cases spanning all three histological grades. In addition, loss-of-function mutations in

p53 (TP53) as well as deleterious mutations in the tumor suppressors retinoblastoma (RB1) and

neurofibromin 1 (NF1) were identified exclusively in malignant tumors. High-level copy number

alterations (CNAs) were nearly exclusively confined to malignant tumors, including potentially

clinically actionable gene amplifications in IGF1R and EGFR. Taken together, this study defines

the genomic landscape underlying phyllodes tumor development, suggests potential molecular

correlates to histologic grade, expands the spectrum of human tumors with frequent recurrent

MED12 mutations, and identifies IGF1R and EGFR as potential therapeutic targets in malignant

cases.

Implications:

Integrated genomic sequencing and mutational profiling provides insight into the

molecular origin of phyllodes tumors and indicates potential druggable targets in malignant

disease.

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Introduction

Phyllodes tumors of the breast are relatively rare fibroepithelial tumors that account for

approximately 1% of all breast neoplasms. Like benign breast fibroadenomas they are

characterized by proliferation of both stromal and epithelial components, but in contrast they

have considerable malignant potential. Phyllodes tumors are classified as benign (~65%),

borderline (~25%) and malignant (~10%) based on histological features including cellular atypia,

mitotic activity, stromal overgrowth, stromal cellularity and tumor margins(1). However, this

histopathological classification often fails to predict which phyllodes tumors will recur or

metastasize after treatment and does not accurately inform on treatment options. While local

recurrence after resection is most prevalent in histologically malignant cases (approximately

30%, depending on width of excised margins), borderline and benign tumors can also recur

locally in about 15% and 10% of cases, respectively, demonstrating the limitations of current

prognostic approaches(2). Likewise, while ~10% of all phyllodes tumors progress to distant

metastases, only ~20% of histologically malignant cases do so(3, 4), leaving a substantial

number of borderline and even histologically benign cases that have metastatic potential.

Conversely, although most histologically benign cases will behave as such, there are a proportion

of phyllodes tumors classified as malignant and borderline that will behave in a benign manner.

Current treatment guidelines for phyllodes tumors require wide surgical resection margins, but

efficacious treatment options for the 10% of all phyllodes tumors that progress to metastatic

disease are lacking and survival rates are dismal(3).

The key genetic alterations driving phyllodes tumor development and molecular

correlates to histologic grade and malignant behavior are poorly characterized. Comparative

genomic hybridization (CGH) and array CGH (aCGH) studies have shown multiple recurrent,

broad somatic chromosomal copy number alterations (CNA) in phyllodes tumors, including

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Cani et al. 4

gains of chromosome 1q and losses in 13q, 6q, 9p, however their prognostic utility is unclear(5-

9). Several genes have been implicated in phyllodes tumor development by virtue of being

localized to areas of CNA, including EGFR, which was recently shown by fluorescence in situ

hybridization (FISH) to be amplified in 2-16% of cases(10, 11). In addition, gene expression and

IHC studies have implicated various signaling pathways, including IGF and Wnt/β Catenin as

being activated in phyllodes tumors(1). To more comprehensively assess somatic molecular

alterations in phyllodes tumors and identify potential opportunities for personalized medicine, we

performed next generation sequencing (NGS) of 15 formalin fixed paraffin embedded (FFPE)

phyllodes tumors representing the histologic grade spectrum.

Materials and Methods

Case Selection

We identified a cohort of 15 archived, routine clinical FFPE phyllodes tumor specimens

from the University of Michigan Department of Pathology Tissue Archive. Clinicopathological

information for each case was obtained from the clinical archive. Hematoxylin and eosin (H&E)

stained slides for all cases were reviewed by a board-certified Anatomic Pathologist (S.A.T.) to

ensure sufficient tumor content and confirm histologic grade.

Targeted Next Generation Sequencing

Targeted next generation sequencing of tumor tissue was performed with IRB approval.

For each specimen, 4-10 x 10um FFPE sections were cut from a single representative block per

case, using macrodissection with a scalpel as needed to enrich for at least 50% tumor content (as

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defined by areas of stromal overgrowth). DNA was isolated using the Qiagen Allprep FFPE

DNA/RNA kit (Qiagen, Valencia, CA), according to the manufacturer’s instructions except for

adding a 2 minute room temperature incubation and extending centrifugation time to 5 minutes

during the xylene deparaffinization (step 1) and ethanol washing of xylene (step 2). DNA was

quantified using the Qubit 2.0 fluorometer (Life Technologies, Foster City, CA).

Targeted, multiplexed PCR based next generation sequencing (NGS) was performed on

each component using a custom panel comprised of 2,462 amplicons targeting 126 genes and Ion

Torrent based sequencing. Genes included in this panel were selected based on pan-cancer NGS

and copy number profiling data analysis that prioritized somatic, recurrently altered oncogenes,

tumors suppressors, genes present in high level copy gains/losses and known/investigational

therapeutic targets. Barcoded libraries were generated from 20ng of DNA per sample using the

Ion Ampliseq library kit 2.0 (Life Technologies, Foster City, CA) according to manufacturer’s

instructions with barcode incorporation. Templates were prepared using the Ion PGM Template

OT2 200 Kit (Life Technologies, Foster City, CA) on the Ion One Touch 2 according to the

manufacturer’s instructions. Sequencing of multiplexed templates was performed using the Ion

Torrent Personal Genome Machine (PGM) on Ion 318 chips using the Ion PGM Sequencing 200

Kit v2 (Life Technologies, Foster City, CA) according to the manufacturer’s instructions.

Data analysis was performed essentially as described(12) in Torrent Suite 4.0.2, with

alignment by TMAP using default parameters, and variant calling using the Torrent Variant

Caller plugin (version 4.0-r76860) using default low-stringency somatic variant settings.

Variants were annotated using Annovar(13). Called variants were filtered to remove synonymous

or non-coding variants, those with flow corrected read depths (FDP) less than 20, flow corrected

variant allele containing reads (FAO) less than 6, variant allele frequencies (FAO/FDP) less than

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0.10, extreme skewing of forward/reverse flow corrected reads calling the variant (FSAF/FSAR

<0.2 or >5, or FSAF or FSAR <3), or indels within homopolymer runs >4. Variants occurring

exclusively in reads containing other variants (single nucleotide variants or indels) or those

occurring in the last mapped base of a read were excluded. Variants with allele frequencies

>0.5% in ESP6500 or 1000 genomes or those reported in ESP6500 or 1000 genomes with

observed variant allele frequencies between 0.40 and 0.60 or >0.9 were considered germ line

variants. High confidence somatic variants passing the above criteria were then visualized in

IGV. We have previously confirmed that these filtering criteria identify variants that pass PCR

validation with >95% accuracy (12). To prioritize potential driving alterations, we utilized

Oncomine software tools (powertools.oncomine.com) to annotate called variants, which uses

pan-cancer NGS data to identify genes as oncogenes or tumor suppressors, based on over-

representation of hot-spot or deleterious mutations, respectively. Variants in oncogenes are then

considered gain of function if at a hot-spot and variants in tumor suppressors are considered loss

of function if deleterious or at a hot-spot (S.A.T. et al., manuscript in preparation).

Copy number analysis

To identify copy number alterations, normalized, GC-content corrected read counts per

amplicon for each sample were divided by those from a pool of normal male genomic DNA

samples (FFPE and frozen tissue, individual and pooled samples), yielding a copy number ratio

for each amplicon. Gene-level copy number estimates were determined by taking the coverage-

weighted mean of the per-probe ratios, with expected error determined by the probe-to-probe

variance(12); a detailed manuscript describing this technique is in submission (C.S.G. et al.).

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Genes with a log2 copy number estimate of <-1 or >0.6 were considered to have high level loss

or gain, respectively.

Sanger sequencing to validate called somatic variants

Bi-directional Sanger sequencing was performed over the observed MED12 mutation

hotspot (G44) on all tumor samples. Ten nanograms of genomic DNA was used as template in

PCR amplifications with Invitrogen Platinum PCR Supermix Hi-Fi (Life Technologies, Foster

City, CA) with the suggested initial denaturation and cycling conditions. Primer sequences were

as previously reported (14, 15) with the addition of universal M13 adaptors (M13 forward:

TGTAAAACGACGGCCAGT and M13 reverse: CAGGAAACAGCTATGACC). PCR products

were subjected to bidirectional Sanger sequencing for both primer pairs by the University of

Michigan DNA Sequencing Core after treatment with ExoSAP-IT (GE Healthcare) and

sequences were analyzed using SeqMan Pro software (DNASTAR, Madison, WI).

qPCR to validate copy number variations

EGFR, IGF1R and CDKN2A copy number changes were subjected to validation through

quantitative real-time PCR (qPCR) for 12 samples with sufficient DNA. PH13, 14 and 30 had

insufficient DNA (no copy number alterations in these genes were identified by NGS) for qPCR

and PH5 had sufficient DNA only for assessing EGFR and CDKN2A (no IGF1R copy number

alterations were identified by NGS). Primers and probes (5’ FAM; ZEN/Iowa Black FQ dual

quenchers) were designed using PrimerQuest (http://www.idtdna.com/Primerquest/Home/Index,

hg 19 genome assembly) and obtained from IDT. Assay specificity was confirmed using BLAST

and BLAT and primers/probes in areas of SNPs were excluded. Primer/probes sequences are

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available upon request. qPCR reactions (15ul) were performed in triplicate using TaqMan

Genotyping Master Mix (Applied Biosystems), 5ng genomic DNA per reaction and a final

concentration of 0.9uM each primer and 0.25uM probe in 384 well plates on the QuantStudio

12K Flex (Applied Biosystems). Automatic baseline and Ct thresholds were set using

QuantStudio 12K Flex Real-Time PCR System Software. Log2 copy number of EGFR, CDKN2A

and IGF1R were determined by the ∆∆CT method using the average Ct of DNMT3A, FBXW7

and MYO18A as the reference (copy number neutral by NGS in all PH samples) and PH 22 (copy

number neutral by NGS) as the calibrator sample.

Statistics

Comparisons of the number of mutations or copy number alterations per sample by tumor

grade were performed using the Kruskal-Wallis test with post-hoc pairwise comparison of

subgroups using MedCalc 13.1.2.0. Comparison of the frequency of MED12 mutations by tumor

grade was performed by the Fisher’s exact test using R 3.1.0.

Results

We performed targeted NGS on a cohort of 15 FFPE phyllodes tumors comprised of 5

cases each of benign, borderline and malignant histological grade; representative

photomicrographs and clinical characteristics of all patients are presented in Figure 1A. We

isolated an average of 0.65ug DNA per case from 4-10 x 10um sections using macrodissection to

enrich tumor content as needed. NGS was performed using a multiplexed PCR based custom Ion

Torrent Ampliseq panel comprised of 2,462 amplicons targeting 126 genes and Ion Torrent

based sequencing on the PGM. Targeted genes were selected based on pan-cancer NGS and copy

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number profiling data analysis to prioritize somatic, recurrently altered oncogenes, tumors

suppressors and genes present in high level CNAs. Detailed characterization of this panel will be

reported separately (S.A.T. et al., manuscript in preparation).

NGS of multiplexed templates on the Ion Torrent PGM generated an average of

1,011,571 mapped reads yielding 409x targeted base coverage across the 15 samples (Table S1).

We identified a total of 26 high-confidence, likely somatic non-synonymous or splice site

altering point mutations and short insertion/deletions (indels) across the 15 samples (median 2,

range 0-4) as shown in Tables S2&3. The number of high confidence somatic non-synonymous

mutations were not significantly different between the histologic grades (Kruskal-Wallis test,

p=0.09), as shown in Figure S1A. Copy number analysis of NGS data yielded a total of 16 high-

level CNAs (median 0, range 0-6). The number of high level CNAs differed significantly

between histologic grades (Kruskal-Wallis test, p=0.002), with malignant tumors harboring

significantly more high-level CNAs per sample (median 2, range 2-6) than borderline (median 0,

range 0-0) or benign (median 0, range 0-2) tumors (Kruskal-Wallis test, post-hoc analysis, both

p<0.05 both), as shown in Figure S1B. Prioritized likely gain or loss of function somatic

mutations in oncogenes and tumor suppressors (see below) and high level CNAs for each case

are shown in an integrative heat map (Figure 1B).

By NGS, we found that MED12, which encodes subunit 12 of the Mediator complex (the

multi-protein assembly that serves as a general co-activator of transcription by RNA polymerase

II) was mutated in 10/15 samples (67%; one sample with biallelic mutations) by automated

variant calling and visual read inspection in IGV (as some called variants were filtered due to

skewed read support). All mutations were localized to the exon 2 hotspot region near residue

G44 (Figure 2A & Table S2&3), which has recently been reported to be recurrently mutated at

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high frequency in uterine leiomyomas(14-16) and benign breast fibroadenomas(17), and more

rarely in uterine leiomyosarcomas(15, 16, 18, 19). Five of 11 total MED12 mutations were point

mutations at G44 (3 p.G44S, 1 p.G44C, 1 p.G44R) while 3 mutations were frame-preserving

deletions adjacent to or including G44 (p.38_43, p.41_49, p.42_51). Two mutations were

intronic point mutations just upstream of exon 2, at a previously reported splice acceptor site

causing retention of an additional 6 bases in the transcript (c.IVS-8 p.E33_D34insPQ)(14, 17).

PH-11, which harbored a c.IVS-8 mutation, also harbored an additional intronic mutation further

upstream (c.IVS-15), consistent with biallelic intronic MED12 mutations in this sample. There

was no significant difference in the presence of MED12 mutations between tumors of different

histologic grade (benign 4/5, borderline 4/5, malignant 2/5, Fisher's exact test, p=0.5). All

MED12 mutations were confirmed by bidirectional Sanger sequencing (Figure 2B).

To prioritize potential driving alterations from the remaining non-MED12 point

mutations/indels, we utilized the Oncomine Plugin in Ion Reporter for assessing gain or loss of

function. This analysis identified five loss of function alterations, including three mutations in

TP53 (F270L in PH-14, Q192X in PH-16 and C242Y in PH3), and one mutation each in RB1

(E533X in PH16) and NF1 (p.1152_1153del in PH-05), as shown in the integrative heat-map of

driving alterations (Figure 1B & Table S2&3). Intriguingly, these loss of function alterations

occurred exclusively in malignant tumors.

Copy number analysis of NGS data demonstrated recurrent low level CNAs, including

gain of chromosome 1q and loss of chromosome 13q, consistent with previous reports(5-9).

These were more prevalent in malignant tumors (5/5) but were also present in two borderline and

one benign case (Figure 3A & S2). High level CNAs were nearly exclusively present in

malignant specimens 14 of 16 alterations), as shown in Figure 3A&B. Of note, PH-03 showed

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high level EGFR (copy number ratio > 6) and IGF1R amplifications, while PH-16 also showed a

high-level IGF1R amplification (copy number ratio > 32, Figure 3B). TERT amplifications were

also observed in three malignant tumors, while PH-05 harbored a focal high level CDKN2A

(p16INK4A) loss. We confirmed EGFR, IGF1R and CDKN2A CNAs by quantitative real-time

PCR (qPCR) as shown in Figure 3C.

Discussion

We performed targeted NGS of 15 FFPE phyllodes tumors representing all three

histological grades to identify somatic alterations associated with tumor development and

potential targetable alterations. Mutations in MED12 were present in 10 of 15 cases (67%) and

affected the known exon 2 G44 residue hotspot through multiple mechanisms. No significant

difference in MED12 mutation frequency was observed across histologic grades, although our

cohort size is limited. Our IRB approved protocol does not allow NGS of matched normal tissue,

however the observed MED12 variant allele frequencies are consistent with somatic events as

seen in other tumors. Similar MED12 somatic mutations are frequent (50-70%) in benign uterine

leiomyomas(14-16) but less common in malignant uterine leiomyosarcomas (7-30%)(15, 16, 18,

19). Recently, Lim et al identified similar MED12 mutations in 59% of benign breast

fibroadenomas through exome sequencing(17). Given the morphological similarity of breast

fibroadenomas and benign phyllodes tumors, frequent MED12 mutations in both entities support

a closely related molecular origin. Additionally, although our findings will need to be replicated

in larger cohorts, the similar frequency of MED12 mutations across the histologic spectrum of

phyllodes tumors (in addition to benign fibroadenomas) suggests that MED12 mutations in the

breast are early events which may be unrelated to malignant behavior, in contrast to uterine

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leiomyomas and leiomyosarcomas, which show notable differences in MED12 mutation

frequencies as just described. Our results also support the evolution of malignant phyllodes

tumors from less aggressive fibroadenomas or phyllodes tumors (possibly through loss of key

tumor suppressors). Although MED12 hotspot mutations have been identified infrequently in

extrauterine or extramammary tumors(18, 20), functional studies support a role for MED12

mutations impacting the G44 hotspot in dysregulation of estrogen signaling in estrogen

responsive cells(17) and the Mediator complex is known to interact with the estrogen

receptor(21).

Although surgical resection of phyllodes tumors may be curative, local recurrence is not

uncommon and distant metastasis is associated with poor survival. Furthermore, the histological

features do not accurately predict clinical behavior of phyllodes tumors. Hence, targetable

alterations, particularly in malignant phyllodes tumors, may be useful for personalized medicine

strategies. Through copy number analysis of NGS data (and confirmed by qPCR), we identified

potentially clinically actionable high-level, focal amplifications of EGFR and IGF1R in 7 and

13% of cases respectively (1/5 and 2/5 malignant cases). EGFR has been shown to be highly

amplified in phyllodes tumors by FISH in up to 16% of cases(10, 11), consistent with our

findings. Dysregulation of the IGF pathway has been implicated in phyllodes tumors by IHC(1),

however IGF1R amplification has not been reported.

Direct comparison of additional CNAs identified in our study and previous studies is

challenging due to platform differences. However, broad, low-level gains in genes on 1q and

losses on 13q were observed in malignant as well as borderline and benign tumors, consistent

with previous reports. On the other hand, we did not observe gains in MDM2 or MDM4, which

have been reported in previous aCGH studies, and were targeted herein; we hypothesize this may

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be due to the high TP53 alteration rate in our phyllodes tumors with high numbers of CNAs.

Lastly, our panel did not target genes in some previously reported regions of CNA (such as 6q),

precluding comparisons of these alterations.

Besides MED12 hotspot mutations, other potential driving somatic point

mutations/indels, which included loss of function alterations in TP53, RB1 and NF1, occurred

exclusively in malignant tumors. Additionally, high level, focal CNAs (such as those in EGFR

and IGF1R) were only observed in malignant cases. Together, these findings support molecular

correlates to histologic grade. Whether such molecular alterations may be useful in cases with

challenging histology or show prognostic potential can be investigated in additional cohorts.

Taken together, our results demonstrate frequent MED12 mutations in phyllodes tumors,

supporting a shared origin with benign breast fibroadenomas. Additionally, our results suggest

potential therapeutic targets in malignant tumors, including EGFR and IGF1R. Lastly, as both

driving somatic mutations/indels other than MED12 and high level, focal CNAs occurred

exclusively in malignant tumors in our cohort, such alterations may be useful for classification or

prognostication in borderline tumors if confirmed in other cohorts.

Acknowledgments: The authors thank Javed Siddiqui and Mandy Davis for technical assistance.

Figure Legends:

Figure 1. Histology and clinicopathological information for formalin fixed paraffin

embedded (FFPE) phyllodes tumors assessed by targeted next generation sequencing and

integrative molecular heatmap of driving molecular alterations in phyllodes tumors.

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Cani et al. 14

A. Hematoylin and eosin stained sections of representative benign (PH-19), borderline (PH-08)

and malignant (PH-05 and PH-06) phyllodes tumors sequenced are shown. Top panels 4x

original magnification; bottom panels 20x magnification. Clinicopathological information,

including histologic grade, specimen type, patient age, procedure type and tumor size for all

cases is given (Exc./Lump. = excisional biopsy or lumpectomy; Mast. = mastectomy; Core bx. =

Core biopsy). B. Targeted next generation sequencing (NGS) of 15 formalin fixed paraffin

embedded (FFPE) phyllodes tumors was performed to identify potentially driving/actionable

molecular alterations. All high confidence, gain or loss of function somatic mutations in

oncogenes and tumor suppressors, in addition to high level copy number alteration are indicated

for each case. Specific alteration types are indicated according to the legend (Nonsyn. SNV =

nonsynonymous SNV; Fs. and Fp. indel = frame-shifting and frame-preserving indels,

respectively). Slashed boxes indicate two alterations. Clinicopathological information is shown

above the heatmap according to the legend and as in Fig 1A.

Figure 2. Identification of recurrent MED12 mutations in phyllodes tumors. Next generation

sequencing and Sanger sequencing identified 11 MED12 mutations in 10 of 15 phyllodes tumors

subjected to next generation sequencing (NGS). A. Schematic representation of MED12 intron 1

and exon 2 junction with locations of all observed mutations shown. Mutation type is indicated

in the legend and the frequency of observed mutations is indicated in parentheses. B. Bi-

directional Sanger sequencing was performed on all specimens. Traces of cases with MED12

mutations are shown (only one trace direction shown) with the indicated nucleotide and amino

acid changes noted. The mutation(s) position is indicated by the arrow.

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Cani et al. 15

Figure 3. Copy number analysis of phyllodes tumor identifies potential therapeutic targets

in malignant samples. Copy number analysis was performed from next generation sequencing

(NGS) data. For each sequenced phyllodes tumor, GC content corrected, normalized read counts

per amplicon were divided by those from a composite normal sample, yielding a copy number

ratio for each amplicon. Gene-level copy number estimates were determined by taking the

weighted mean of the per-probe copy number ratios. A. Summary of gene level copy number

ratios (log2) for all profiled samples. Selected genes of interest with high level copy number

alterations (CNAs) are colored according to the legend. B. Copy number profiles for three

malignant phyllodes tumors with high level copy number alterations (CNAs). Log2 copy number

ratios per amplicon are plotted (with each individual amplicon represented by a single dot, and

each individual gene indicated by different colors), with gene-level copy number estimates

(black bars) determined by taking the weighted mean of the per-probe copy number ratios.

Selected high level CNAs are indicated. C. Quantitative PCR (qPCR) confirmation of high level

CNAs in EGFR, IGF1R and CDKN2A. qPCR on genomic DNA from indicated samples was

performed using DNMT3A, FBXW7 and MYO18A as the reference genes. Normalized mean

IGF1R (blue), EGFR (red), and CDKN2A (green) log2 copy number ratios (using PH22 [no

CNAs by NGS] as the calibrator) from triplicate qPCR +/- S.D. are plotted.

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Cani et al. 16

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17. Lim WK, Ong CK, Tan J, Thike AA, Ng CC, Rajasegaran V, et al. Exome sequencing identifies highly recurrent MED12 somatic mutations in breast fibroadenoma. Nat Genet. 2014. 18. Kampjarvi K, Makinen N, Kilpivaara O, Arola J, Heinonen HR, Bohm J, et al. Somatic MED12 mutations in uterine leiomyosarcoma and colorectal cancer. Br J Cancer. 2012;107:1761-5. 19. Ravegnini G, Marino-Enriquez A, Slater J, Eilers G, Wang Y, Zhu M, et al. MED12 mutations in leiomyosarcoma and extrauterine leiomyoma. Mod Pathol. 2013;26:743-9. 20. Barbieri CE, Baca SC, Lawrence MS, Demichelis F, Blattner M, Theurillat JP, et al. Exome sequencing identifies recurrent SPOP, FOXA1 and MED12 mutations in prostate cancer. Nat Genet. 2012;44:685-9. 21. Kang YK, Guermah M, Yuan CX, Roeder RG. The TRAP/Mediator coactivator complex interacts directly with estrogen receptors alpha and beta through the TRAP220 subunit and directly enhances estrogen receptor function in vitro. Proc Natl Acad Sci U S A. 2002;99:2642-7.

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PH-19 PH-08 PH-06PH-05

PH-19 PH-08 PH-06PH-05

Figure 1

Case Grade Type Age Procedure Size (cm)

PH-18 Benign Primary 47 Ex./Lump. 1.1

PH-19 Benign Primary 32 Ex./Lump. 1.5

PH-20 Benign Primary 42 Ex./Lump. 3.0

PH-22 Benign Primary 24 Ex./Lump. 15.0

PH-30 Benign Primary 33 Ex./Lump. 3.2

PH-04 Borderline Primary 37 Ex./Lump. 4.4

PH-08 Borderline Recurrence 21 Ex./Lump. 3.4

PH-11 Borderline Primary 30 Ex./Lump. 4.0

PH-13 Borderline Primary 35 Ex./Lump. 3.0

PH-17 Borderline Primary 13 Ex./Lump. 9.1

PH-03 Malignant Primary 30 Ex./Lump. 8.1

PH-05 Malignant Recurrence 67 Mast. 7.0

PH-06 Malignant Primary 26 Ex./Lump. 1.4

PH-14 Malignant Lung Met 60 Core Bx. N/A

PH-16 Malignant Primary 39 Mast. 10.0

Benign

BorderlineMalignant

Primary

RecurrenceMetastasis

≤ 30yrs31-49 yrs≥ 50 yrs

Copy gainCopy lossNonsyn. SNVFs. indelFp. indelSplice site

Grade Type

Patient Age

Alteration

PH

-30

PH

-18

PH

-19

PH

-22

PH

-20

PH

-11

PH

-17

PH

-04

PH

-13

PH

-08

PH

-03

PH

-05

PH

-16

PH

-14

PH

-06

Grade

Type

Age

Procedure

MED12

TP53

TERT

IGF1R

MCL1

EGFR

CCNE1

MYC

ZNF217

NF1

CDKN2A

PDGFRA

CCND1

CD44

RB1

BCL9

Core biopsyExc. / Lump.Mastectomy

Procedure

Nonsense

A

B

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MED12

Intron 1

c.IVS-15

c.IVS-8 (2)

Exon 2

p. G44S (3)

p. G44C

p. G44R

p. 38_43delInsE

p. 41_49delinsA

p. 42_51delinsI

Nonsyn. SNVFp. indelSplice site

Alteration

c. 113_127del15; p. 38_43delInsEPH-03

c. 130G>A; p. G44SPH-05

c. 122_145del24; p. 41_49delinsAPH-04

PH-11 c. IVS-8, cIVS-15 ; p. E33_D34insPQ?

c. 130G>T; p. G44CPH-13 PH-17 c. IVS-8; p. E33_D34insPQ

PH-18 c. 130G>A; p. G44S

PH-19 c. 130G>A; p. G44S

PH-22 c130G>C; p. G44R PH-30 c. 124_151del27; p. 42_51delinsI

A

B

Figure 2

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−5.0

−2.5

0.0

2.5

5.0

MTOR

MYCL1

BCL9

MCL1

MDM4

MYCN

DNMT3A

MSH2

SF3B1

VHL

PPARG

BAP1

PIK3CA

SOX2

ATP11B

DCUN1D1

FGFR3

PDGFRA

KIT

KDR

TET2

FBXW7

TERT

PIK3R1

APCIL6

EGFR

CDK6

MET

FGFR1

MYC

JAK2

CD274

PDCD1LG2

CDKN2A

PTCH1

ABL1

TSC1

NOTCH1

GATA3

PTEN

FGFR2

WT1

CD44

CCND1

BIRC3

BIRC2

ATM

KRAS

ACVRL1

CDK4

MDM2

FLT3

BRCA2

RB1

GAS6

APEX1

PNP

NKX2−1

AKT1

IGF1R

TSC2

CDH1

TP53

MYO18A

TIAF1

NF1

ERBB2

BRCA1

RPS6KB1

STK11

CCNE1

CSNK2A1

BCL2L1

ZNF217

SMARCB1

NF2

AR

Lo

g2

co

py n

um

be

r ra

tio

TERT

EGFR

CDKN2A

IGF1R

Other

−5.0

−2.5

0.0

2.5

5.0

Chr 1 2 3 4 5 7 8 9 10 11 12 13 14 16 17 19 20 22 X15−3.0

−1.5

0.0

1.5

3.0

−3.0

−1.5

0.0

1.5

3.0

IGF1R

IGF1R

CDKN2A

EGFR

TERT

-3

-1

0

1

3

6IGF1R

EGFR

CDKN2A

PH-03

PH-05

PH-16

PH

-18

PH

-19

PH

-20

PH

-11

PH

-17

PH

-04

PH

-08

PH

-06

PH

-03

PH

-05

PH

-16 Benign

BorderlineMalignant

Tumor Grade

Lo

g2

co

py n

um

be

r ra

tio

Lo

g2

co

py n

um

be

r ra

tio

Lo

g2

co

py n

um

be

r ra

tio

Lo

g2 c

op

y n

um

be

r ra

tio

Chr 1 Chr X

Figure 3

A

B

C

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Published OnlineFirst January 15, 2015.Mol Cancer Res   Andi K. Cani, Daniel H. Hovelson, Andrew S. McDaniel, et al.   Actionable Therapeutic Targets in Phyllodes TumorsNext-Gen Sequencing Exposes Frequent MED12 Mutations and

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