Material and Method: The Laboratory Information System (LIS) was screened for soft tissue tumors that had been sequenced by NGS (between January 2018 - February 2021). 20 consecutive cases were included in the study. All cases were sequenced using a commercial targeted sequencing panel designed for soft tissue tumors.
Results: We were able to run a reliable sequencing study for 16 (80%) of the cases but 4 (20%) of them failed in quality tests. We have found pathogenic alterations in 12 (60%) of the cases. The most common alterations were EWSR1 fusions, FLI1 being the most common partner. NGS results drastically changed the initial diagnosis, and thus the treatment modalities, in 3 cases (15%): the case with ETV6-NTRK3 fusion, the case with FUS-TFCP2 fusion, and the case of rhabdomyosarcoma (RMS) that was favored to be of the alveolar subtype and turned out to lack FOXO1 fusions.
Conclusion: A targeted NGS panel is robust and very informative. It not only allows pathologists to further specify and/or confirm their diagnosis but it could also play an important role in predicting the outcome.
Classification of these tumors has become more complicated and detailed after each WHO Classification of Tumors of Soft Tissue and Bones book edition [2]. Hematoxylin & eosin (H&E) sections and a panel of immunohistochemistry with relevant antibodies with the guidance of a detailed radiological & clinical evaluation can be quite helpful for an accurate diagnosis. However, many entities have close resemblance at the H&E level and even their immunoexpressional profile is very similar. Molecular tests for a significant number of cases are usually needed and can be definitive. The key genetic event for soft tissue tumors is gene fusions and demonstrating those genetic alterations is not only diagnostic but may also have predictive value. There are a number of methods available today and most institutions prefer fluorescence in-situ hybridization (FISH) or reverse transcriptase PCR (RTPCR).
FISH has been one of the most widely used techniques worldwide to detect gene re-arrangements [3,4]. Traditionally, dual color and split signal FISH probes are used and allow investigations to detect the break of that gene, which is suggestive for a rearrangement [5]. Although this approach is highly valuable, it usually lacks the information of the partner gene. Knowing the partner gene can be invaluable for the diagnostic dilemma such as seen with desmoplastic small round cell tumor (DSRCT) versus Ewing sarcoma since both might have fusions involving EWSR1 but with a different partner gene. There are other types of FISH probes that target each gene, and a fusion signal is suggestive for a rearrangement of the two. This approach is highly useful, although it provides no information on the exons involved. Another method is RT-PCR which aims to amplify the target cDNA converted from the RNA extracted from the tumor tissue [3,6]. This approach is fast, cheap and can help to identify the specific exonal regions of the fusion. However, when the differential diagnosis includes numerous entities, all with different genomic alterations, it is substantially cumbersome to test all the specific alterations by FISH or RT-PCR for each one.
Massive parallel sequencing (next generation sequencing / NGS) has recently become a method of choice in many institutions for sequencing studies. It allows to sequence multiple genes at once with reasonable speed. cDNA synthesized from RNA or genomic DNA obtained from paraffin block can be used as the starting material. This technology has been used for years for cancer research and has more recently been introduced into clinical practice. Detection of cancer associated germline or somatic alterations has never been this practical. Although it still has a high price point and there are issues about the regulations and reimbursements, NGS is providing invaluable information about tumors.
Here we report a series of 20 soft tissue tumors that were evaluated by NGS for further genomic characterization using a commercial targeted NGS panel.
Targeted Sequencing
Qiagen AllPrep DNA/RNA FFPE Kit was used for RNA
extraction following the manufacturers protocol. RNA
quantity was measured with the Qubit fluorometric
quantification system (Life Technologies). Before library preparation, cDNA was synthesized from all RNA samples
and a control PCR for quality assessment was performed.
Although the library preparation kit requires a Ct value
of <27, we had to include samples with Ct values of 27-30
because the cases did not have any other tissue samples.
After the QC PCR run, cDNA library was prepared with the
Archer FusionPlex Sarcoma kit (ArcherDX, Boulder, CO)
following the manufacturers protocol. Libraries were run
on the Illumina NextSeq 500 with compatible flow cells.
All the analyses were done by using the ArcherDx Analysis
software (version 6.2.7) and variants were confirmed with
publicly available somatic variant databases.
Detected Alterations
We have found pathogenic alterations in 12 (60%) of the
cases (Table I). The most common alteration was EWSR1-
FLI1 fusion (three cases) and fusions involving FOXO1
(two cases). All the cases with EWSR1-FLI1 fusion were
referred to us for confirmation of the proposed Ewing
sarcoma diagnosis.
NGS results drastically changed the initial diagnosis, and thus the treatment modalities, in 3 cases (15%): the case with ETV6-NTRK3 fusion, the case with FUS-TFCP2 fusion, and the case of rhabdomyosarcoma (RMS) that was favored to be of the alveolar subtype and turned out to lack FOXO1 fusions.
Two (10%) of the cases had no specific diagnosis other than high-grade malignant mesenchymal tumor and undifferentiated sarcoma, and we were unable to detect any specific alterations in these two tumors.
There are two major aspects of this study, and we would like to discuss them separately:
Common Fusions That Require the Identification of
Fusion Partners
Ewing sarcoma can overlap with many similar entities, especially
with desmoplastic small round cell tumor (DSRCT),
morphologically, clinically, and immunohistochemically;
both are tumors of children and young adults, and although
DSRCT is commonly located intraabdominally it can be
encountered anywhere, as can Ewing sarcoma [7]. For an
experienced soft tissue pathologist, this differential may not
be an issue for most of the cases using relevant morphological
clues and some immunohistochemistry studies.
Although WT1 is commonly used to differentiate these two
and considered to be highly reliable [8] it may not be that
helpful for all cases. A FISH study can be performed but a
break-apart probe would only tell whether there is a rearrangement
involving EWSR1. Using fusion-specific probes
(for all possible genes) will increase the cost and time. A
NGS panel that covers the most common genes rearranged
in round cell sarcomas would be more efficient as regards
cost and time. Moreover, undifferentiated round cell
tumors of the bone and soft tissues have recently become
more diverse. Genetically and clinically different round
cell sarcomas were recently identified: round cell sarcoma
with EWSR1-non ETS (NFATC2 and PATZ1 being the
most common ones), CIC-rearranged sarcomas and sarcomas
with BCOR genetic alteration. These tumors can have
morphological features resembling Ewing sarcoma [9-11].
Although these tumors share morphological similarities,
they are distinct entities with different clinical and prognostic
features. The differentiation is almost solely possible by
a NGS panel that covers all the relevant genes. In our series,
we had (non-RMS) 5 round cell tumors that were directed
to molecular pathology for the detection of relevant alterations
and all had EWSR1-FLI1 fusions. Moreover, it was
shown that different fusion transcripts may have various
degrees of clinical impact for many neoplasms including
Ewing sarcoma [12,13].
The detection of characteristic fusion is becoming a requirement for rhabdomyosarcomas as well. RMSs are histologically classified as alveolar, embryonal, pleomorphic, spindle cell/sclerosing with alveolar and embryonal RMSs being the most common types [2]. In the past, the differentiation was made morphologically (with the help of immunohistochemistry) but for at least two decades the diagnosis is being supported by a FISH study using a FOXO1 break-apart probe. The Childrens Oncology Group recently published a report that FOXO1 fusion status was the most important prognosticator after metastatic status [14]. Although it is very much possible to say that the tumor most likely to have this mutation by morphology, a FISH or a NGS study would be more helpful when needed.
Rare Fusions in Rare Tumors Either for Diagnosis or for
Treatment
In our series we had three interesting and rare cases
that deserve more attention. One of the cases was a
molecular consult that was directed to our department
for sequencing. The patient was a 33-year-old female, and
her tumor was localized in the maxilla. The tumor was
composed of epithelioid and spindle areas with extensive
necrosis, and immunohistochemistry showed positivity
with pancytokeratin, Desmin and MyoD1, which were
all noted in an external pathology report. The differential
included entities such as rhabdomyosarcoma and
sarcomatoid carcinoma along with others and the case was
reported as sarcoma with epithelioid morphology with
a comment that said, malignant tumor, favor EWSR1-
PATZ1 fusion sarcoma (EPS) with a note: sequencing
was recommended. Only one representative block was
sent to our department for sequencing. A hematoxylin &
eosin section of the block revealed an epithelioid/rhabdoid
looking malignant tumor (Figure 1A). A RNA based
approach was used as described in detail in the material
methods section and the study revealed the FUS-TFCP2
fusion. The case was diagnosed as epithelioid and spindle
cell rhabdomyosarcoma with FUS-TFCP2 fusion in
accordance with the morphological, immunohistochemical
and molecular findings [15,16].
Another patient was a 7-year-old male with a tumor at the pleura. The tumor looked spindly, cellular, and relatively monotonous (Figure 1B). The initial report favored angiomatoid fibrous histiocytoma and the patient reached our department for sequencing. Our sequencing study revealed an ETV6-NTRK3 fusion. We have finalized the report by saying infantile fibrosarcoma and inflammatory myofibroblastic tumor can be considered in the differential diagnosis with the morphological, immunohistochemical and molecular findings [17-19]. Apart from the final diagnosis, this patient could be a candidate for targeted therapy because of this NTRK3 fusion [20].
The last case was a 12-year-old boy with a mass in right thigh. The tumor was removed, and the specimen was evaluated at an outside pathology laboratory. The case was considered sclerosing epithelioid fibrosarcoma (SEF) although it was negative for MUC4, immunohistochemically. The patient was referred to our department for NGS studies. We have detected a fusion between KMT2A and YAP1 genes and this was supportive of the initial SEF diagnosis. SEFs are rare tumors harboring EWSR1 fusions commonly with CREB3L1 gene. Recent studies suggested that there is a group of tumors with KMT2A-YAP1 fusion that have almost identical morphological features with SEF but without the MUC4 positivity and EWSR1 fusion. So far, researchers have called these tumors MUC4-negative SEF [21,22]. The data is limited on these tumors, and it is not well documented whether these genomic alterations have different impact on prognosis. We think that, this clarification will most likely be possible when a sufficient number of cases are reported with their detailed clinical and morpho-molecular workup.
Detailed morphological evaluation and extensive immunohistochemical studies were performed on all three tumors discussed above. Todays knowledge on soft tissue tumors makes us more aware of rare entities with specific genetic alterations, which entails us to perform molecular studies. Although molecular findings would not add any prognostic or predictive information for some tumors, it would have a huge impact in some. There are several publications on the utility and the benefits of a targeted NGS for soft tissue sarcomas [23-25].
NGS may seem like a highly advantageous technique especially in the context of gene fusions, but it is rather long and still costs a lot. Although we think that NGS will overtake many techniques in the future, we cannot deny the fact that the use of techniques such as RT-PCR and FISH is currently more practical for many patients. Finally, we would like to emphasize that NGS is only an ancillary technique like FISH or RT-PCR. They all need to be used in conjunction with microscopic evaluation and immunohistochemistry and need to be interpreted with caution by a pathologist. Although not within the scope of this paper, we would like to indicate that preanalytical variables are extremely important and all the samples should be fixed and stored with care. A last word should be said on the interpretation of NGS results, as they should be interpreted according to bioinformatic metrics and one should take coverage, number of reads and other quality parameters into consideration.
In conclusion, a RNA based NGS approach is highly valuable for the diagnosis of soft tissue tumors especially while dealing with rare cases with less known genomic alterations. This technique allows pathologists to further specify and/or confirm their diagnosis while providing predictive outcomes in some cases. Results of an NGS study should carefully be evaluated with clinical, histomorphological and immunohistochemical findings by the pathologist to finalize the case, in the best way possible.
CONFLICT of INTEREST
The authors declare that they have no conflict of interest.
AUTHORSHIP CONTRIBUTIONS
Concept: IK, Design: IK, CAM, Data collection or
processing: IK, PB, CAM, Analysis or Interpretation: IK,
PB, CAM, Literature search: IK, CAM, Writing: IK, CAM,
Approval: IK, PB, CAM.
1) Siegel RL, Miller KD, Fuchs HE, Jemal A. Cancer Statistics, 2021.
CA Cancer J Clin. 2021;71:7-33.
2) Board WCoTE. Soft Tissue and Bone Tumors. 5th ed. Board
WCoTE, editor. Switzerland: IARC; 2020.
3) DuBois SG, Krailo MD, Buxton A, Lessnick SL, Teot LA,
Rakheja D, Crompton BD, Janeway KA, Gorlick RG, Glade-
Bender J. Patterns of translocation testing in patients enrolling
to a cooperative group trial for newly diagnosed metastatic ewing
sarcoma: A report from the childrens oncology group. Arch
Pathol Lab Med. 2021.
4) Iwasaki H, Nabeshima K, Nishio J, Jimi S, Aoki M, Koga K,
Hamasaki M, Hayashi H, Mogi A. Pathology of soft-tissue tumors:
Daily diagnosis, molecular cytogenetics and experimental
approach. Pathol Int. 2009;59:501-21.
5) Miura Y, Keira Y, Ogino J, Nakanishi K, Noguchi H, Inoue T,
Hasegawa T. Detection of specific genetic abnormalities by
fluorescence in situ hybridization in soft tissue tumors. Pathol
Int. 2012;62:16-27.
6) Castagnetti F, Gugliotta G, Breccia M, Iurlo A, Levato L,
Albano F, Vigneri P, Abruzzese E, Rossi G, Rupoli S, Cavazzini
F, Martino B, Orlandi E, Pregno P, Annunziata M, Usala E,
Tiribelli M, Sica S, Bonifacio M, Fava C, Gherlinzoni F, Bocchia
M, Soverini S, Bochicchio MT, Cavo M, Giovanni M, Saglio
G, Pane F, Baccarani M, Rosti G, Party GCW. The BCR-ABL1
transcript type influences response and outcome in Philadelphia
chromosome-positive chronic myeloid leukemia patients treated
frontline with imatinib. Am J Hematol. 2017;92:797-805.
7) Sbaraglia M, Righi A, Gambarotti M, Dei Tos AP. Ewing sarcoma
and Ewing-like tumors. Virchows Arch. 2020;476:109-19.
8) Hill DA, Pfeifer JD, Marley EF, Dehner LP, Humphrey PA,
Zhu X, Swanson PE. WT1 staining reliably differentiates
desmoplastic small round cell tumor from Ewing sarcoma/
primitive neuroectodermal tumor. An immunohistochemical
and molecular diagnostic study. Am J Clin Pathol. 2000;114:345-53.
9) Antonescu CR, Owosho AA, Zhang L, Chen S, Deniz K, Huryn
JM, Kao YC, Huang SC, Singer S, Tap W, Schaefer IM, Fletcher
CD. Sarcomas with cic-rearrangements are a distinct pathologic
entity with aggressive outcome: A clinicopathologic and
molecular study of 115 cases. Am J Surg Pathol. 2017;41:941-9.
10) Kao YC, Owosho AA, Sung YS, Zhang L, Fujisawa Y, Lee JC,
Wexler L, Argani P, Swanson D, Dickson BC, Fletcher CDM,
Antonescu CR. BCOR-CCNB3 fusion positive sarcomas: A
clinicopathologic and molecular analysis of 36 cases with
comparison to morphologic spectrum and clinical behavior of
other round cell sarcomas. Am J Surg Pathol. 2018;42:604-15.
11) Michal M, Rubin BP, Agaimy A, Kosemehmetoglu K, Rudzinski
ER, Linos K, John I, Gatalica Z, Davis JL, Liu YJ, McKenney
JK, Billings SD, Svajdler M, Koshyk O, Kinkor Z, Michalova K,
Kalmykova AV, Yusifli Z, Ptakova N, Hajkova V, Grossman P,
Steiner P, Michal M. EWSR1-PATZ1-rearranged sarcoma: A
report of nine cases of spindle and round cell neoplasms with
predilection for thoracoabdominal soft tissues and frequent
expression of neural and skeletal muscle markers. Mod Pathol.
2021;34:770-85.
12) de Alava E, Kawai A, Healey JH, Fligman I, Meyers PA, Huvos
AG, Gerald WL, Jhanwar SC, Argani P, Antonescu CR, Pardo-
Mindan FJ, Ginsberg J, Womer R, Lawlor ER, Wunder J, Andrulis
I, Sorensen PH, Barr FG, Ladanyi M. EWS-FLI1 fusion transcript
structure is an independent determinant of prognosis in Ewings
sarcoma. J Clin Oncol. 1998;16:1248-55.
13) Bieg M, Moskalev EA, Will R, Hebele S, Schwarzbach M,
Schmeck S, Hohenberger P, Jakob J, Kasper B, Gaiser T,
Strobel P, Wardelmann E, Kontny U, Braunschweig T, Sirbu H,
Grutzmann R, Meidenbauer N, Ishaque N, Eils R, Wiemann S,
Hartmann A, Agaimy A, Fritchie K, Giannini C, Haller F. Gene
expression in solitary fibrous tumors (SFTs) correlates with
anatomic localization and NAB2-STAT6 gene fusion variants.
Am J Pathol. 2021;191:602-17.
14) Hibbitts E, Chi YY, Hawkins DS, Barr FG, Bradley JA, Dasgupta
R, Meyer WH, Rodeberg DA, Rudzinski ER, Spunt SL, Skapek
SX, Wolden SL, Arndt CAS. Refinement of risk stratification
for childhood rhabdomyosarcoma using FOXO1 fusion status
in addition to established clinical outcome predictors: A report
from the Childrens Oncology Group. Cancer Med. 2019;8:6437-48.
15) Chrisinger JSA, Wehrli B, Dickson BC, Fasih S, Hirbe AC, Shultz
DB, Zadeh G, Gupta AA, Demicco EG. Epithelioid and spindle
cell rhabdomyosarcoma with FUS-TFCP2 or EWSR1-TFCP2
fusion: Report of two cases. Virchows Arch. 2020;477:725-32.
16) Le Loarer F, Cleven AHG, Bouvier C, Castex MP, Romagosa C,
Moreau A, Salas S, Bonhomme B, Gomez-Brouchet A, Laurent C,
Le Guellec S, Audard V, Giraud A, Ramos-Oliver I, Cleton-Jansen
AM, Savci-Heijink DC, Kroon HM, Baud J, Pissaloux D, Pierron
G, Sherwood A, Coindre JM, Bovee J, Larousserie F, Tirode F.
A subset of epithelioid and spindle cell rhabdomyosarcomas is
associated with TFCP2 fusions and common ALK upregulation.
Mod Pathol. 2020;33:404-19.
17) Suurmeijer AJ, Dickson BC, Swanson D, Zhang L, Sung
YS, Huang HY, Fletcher CD, Antonescu CR. The histologic
spectrum of soft tissue spindle cell tumors with NTRK3 gene
rearrangements. Genes Chromosomes Cancer. 2019;58:739-46.
18) Gatalica Z, Xiu J, Swensen J, Vranic S. Molecular characterization
of cancers with NTRK gene fusions. Mod Pathol. 2019;32:147-53.
19) Davis JL, Lockwood CM, Albert CM, Tsuchiya K, Hawkins DS,
Rudzinski ER. Infantile NTRK-associated mesenchymal tumors.
Pediatr Dev Pathol. 2018;21:68-78.
20) Huang FW, Feng FY. A tumor-agnostic NTRK (TRK) inhibitor.
Cell. 2019;177:8.
21) Kao YC, Lee JC, Zhang L, Sung YS, Swanson D, Hsieh TH,
Liu YR, Agaram NP, Huang HY, Dickson BC, Antonescu CR.
Recurrent YAP1 and KMT2A gene rearrangements in a subset of
MUC4-negative sclerosing epithelioid fibrosarcoma. Am J Surg
Pathol. 2020;44:368-77.
22) Warmke LM, Meis JM. Sclerosing epithelioid fibrosarcoma:
A distinct sarcoma with aggressive features. Am J Surg Pathol.
2021;45:317-28.
23) Lam SW, Cleton-Jansen AM, Cleven AHG, Ruano D, van Wezel
T, Szuhai K, Bovee J. Molecular analysis of gene fusions in bone
and soft tissue tumors by anchored multiplex PCR-based targeted
next-generation sequencing. J Mol Diagn. 2018;20:653-63.