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Research Article

Integrated mutational landscape analysis of uterine leiomyosarcomas

Jungmin Choi, Aranzazu Manzano, View ORCID ProfileWeilai Dong, Stefania Bellone, Elena Bonazzoli, View ORCID ProfileLuca Zammataro, View ORCID ProfileXiaotong Yao, View ORCID ProfileAditya Deshpande, Samir Zaidi, Adele Guglielmi, View ORCID ProfileBarbara Gnutti, View ORCID ProfileNupur Nagarkatti, Joan R. Tymon-Rosario, Justin Harold, View ORCID ProfileDennis Mauricio, Burak Zeybek, Gulden Menderes, Gary Altwerger, View ORCID ProfileKyungjo Jeong, Siming Zhao, View ORCID ProfileNatalia Buza, Pei Hui, View ORCID ProfileAntonella Ravaggi, View ORCID ProfileEliana Bignotti, Chiara Romani, Paola Todeschini, Laura Zanotti, View ORCID ProfileFranco Odicino, View ORCID ProfileSergio Pecorelli, Laura Ardighieri, Kaya Bilguvar, View ORCID ProfileCharles M. Quick, Dan-Arin Silasi, View ORCID ProfileGloria S. Huang, View ORCID ProfileVaagn Andikyan, View ORCID ProfileMitchell Clark, Elena Ratner, Masoud Azodi, Marcin Imielinski, View ORCID ProfilePeter E. Schwartz, View ORCID ProfileLudmil B. Alexandrov, Richard P. Lifton, View ORCID ProfileJoseph Schlessinger, and View ORCID ProfileAlessandro D. Santin
  1. aDepartment of Biomedical Sciences, Korea University College of Medicine, 02841 Seoul, Korea;
  2. bDepartment of Genetics, Yale University School of Medicine, New Haven, CT 06510;
  3. cDepartment of Obstetrics, Gynecology and Reproductive Sciences, Yale University School of Medicine, New Haven, CT 06510;
  4. dLaboratory of Human Genetics and Genomics, The Rockefeller University, New York, NY 10065;
  5. eDepartment of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY;
  6. fNew York Genome Center, New York, NY 10013;
  7. gTriinstitutional PhD Program in Computational Biology and Medicine, Weill Cornell Medicine, New York, NY 10021;
  8. hHuman Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065;
  9. iDepartment of Human Genetics, University of Chicago, Chicago, IL 60637;
  10. jDepartment of Pathology, Yale University School of Medicine, New Haven, CT 06510;
  11. kDepartment of Obstetrics and Gynecology, “Angelo Nocivelli” Institute of Molecular Medicine, University of Brescia, 25100 Brescia, Italy;
  12. lDepartment of Pathology, University of Brescia, Azienda Socio Sanitaria Territoriale degli Spedali Civili di Brescia, 25100 Brescia, Italy;
  13. mDepartment of Pathology, University of Arkansas for Medical sciences, Little Rock, AR 72205;
  14. nDivision of Gynecologic Oncology, Mercy Clinic, St. Louis, MO 63141;
  15. oDepartment of Cellular and Molecular Medicine, University of California San Diego, La Jolla, CA 92093;
  16. pDepartment of Pharmacology, Yale University School of Medicine, New Haven, CT 06510

See allHide authors and affiliations

PNAS April 13, 2021 118 (15) e2025182118; https://doi.org/10.1073/pnas.2025182118
Jungmin Choi
aDepartment of Biomedical Sciences, Korea University College of Medicine, 02841 Seoul, Korea;
bDepartment of Genetics, Yale University School of Medicine, New Haven, CT 06510;
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Aranzazu Manzano
cDepartment of Obstetrics, Gynecology and Reproductive Sciences, Yale University School of Medicine, New Haven, CT 06510;
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Weilai Dong
bDepartment of Genetics, Yale University School of Medicine, New Haven, CT 06510;
dLaboratory of Human Genetics and Genomics, The Rockefeller University, New York, NY 10065;
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Stefania Bellone
cDepartment of Obstetrics, Gynecology and Reproductive Sciences, Yale University School of Medicine, New Haven, CT 06510;
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Elena Bonazzoli
cDepartment of Obstetrics, Gynecology and Reproductive Sciences, Yale University School of Medicine, New Haven, CT 06510;
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Luca Zammataro
cDepartment of Obstetrics, Gynecology and Reproductive Sciences, Yale University School of Medicine, New Haven, CT 06510;
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Xiaotong Yao
eDepartment of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY;
fNew York Genome Center, New York, NY 10013;
gTriinstitutional PhD Program in Computational Biology and Medicine, Weill Cornell Medicine, New York, NY 10021;
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Aditya Deshpande
eDepartment of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY;
fNew York Genome Center, New York, NY 10013;
gTriinstitutional PhD Program in Computational Biology and Medicine, Weill Cornell Medicine, New York, NY 10021;
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Samir Zaidi
hHuman Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065;
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Adele Guglielmi
cDepartment of Obstetrics, Gynecology and Reproductive Sciences, Yale University School of Medicine, New Haven, CT 06510;
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Barbara Gnutti
cDepartment of Obstetrics, Gynecology and Reproductive Sciences, Yale University School of Medicine, New Haven, CT 06510;
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Nupur Nagarkatti
cDepartment of Obstetrics, Gynecology and Reproductive Sciences, Yale University School of Medicine, New Haven, CT 06510;
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Joan R. Tymon-Rosario
cDepartment of Obstetrics, Gynecology and Reproductive Sciences, Yale University School of Medicine, New Haven, CT 06510;
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Justin Harold
cDepartment of Obstetrics, Gynecology and Reproductive Sciences, Yale University School of Medicine, New Haven, CT 06510;
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Dennis Mauricio
cDepartment of Obstetrics, Gynecology and Reproductive Sciences, Yale University School of Medicine, New Haven, CT 06510;
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Burak Zeybek
cDepartment of Obstetrics, Gynecology and Reproductive Sciences, Yale University School of Medicine, New Haven, CT 06510;
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Gulden Menderes
cDepartment of Obstetrics, Gynecology and Reproductive Sciences, Yale University School of Medicine, New Haven, CT 06510;
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Gary Altwerger
cDepartment of Obstetrics, Gynecology and Reproductive Sciences, Yale University School of Medicine, New Haven, CT 06510;
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Kyungjo Jeong
aDepartment of Biomedical Sciences, Korea University College of Medicine, 02841 Seoul, Korea;
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Siming Zhao
iDepartment of Human Genetics, University of Chicago, Chicago, IL 60637;
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Natalia Buza
jDepartment of Pathology, Yale University School of Medicine, New Haven, CT 06510;
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  • ORCID record for Natalia Buza
Pei Hui
jDepartment of Pathology, Yale University School of Medicine, New Haven, CT 06510;
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Antonella Ravaggi
kDepartment of Obstetrics and Gynecology, “Angelo Nocivelli” Institute of Molecular Medicine, University of Brescia, 25100 Brescia, Italy;
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Eliana Bignotti
kDepartment of Obstetrics and Gynecology, “Angelo Nocivelli” Institute of Molecular Medicine, University of Brescia, 25100 Brescia, Italy;
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Chiara Romani
kDepartment of Obstetrics and Gynecology, “Angelo Nocivelli” Institute of Molecular Medicine, University of Brescia, 25100 Brescia, Italy;
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Paola Todeschini
kDepartment of Obstetrics and Gynecology, “Angelo Nocivelli” Institute of Molecular Medicine, University of Brescia, 25100 Brescia, Italy;
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Laura Zanotti
kDepartment of Obstetrics and Gynecology, “Angelo Nocivelli” Institute of Molecular Medicine, University of Brescia, 25100 Brescia, Italy;
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Franco Odicino
kDepartment of Obstetrics and Gynecology, “Angelo Nocivelli” Institute of Molecular Medicine, University of Brescia, 25100 Brescia, Italy;
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Sergio Pecorelli
kDepartment of Obstetrics and Gynecology, “Angelo Nocivelli” Institute of Molecular Medicine, University of Brescia, 25100 Brescia, Italy;
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Laura Ardighieri
lDepartment of Pathology, University of Brescia, Azienda Socio Sanitaria Territoriale degli Spedali Civili di Brescia, 25100 Brescia, Italy;
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Kaya Bilguvar
bDepartment of Genetics, Yale University School of Medicine, New Haven, CT 06510;
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Charles M. Quick
mDepartment of Pathology, University of Arkansas for Medical sciences, Little Rock, AR 72205;
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Dan-Arin Silasi
nDivision of Gynecologic Oncology, Mercy Clinic, St. Louis, MO 63141;
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Gloria S. Huang
cDepartment of Obstetrics, Gynecology and Reproductive Sciences, Yale University School of Medicine, New Haven, CT 06510;
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Vaagn Andikyan
cDepartment of Obstetrics, Gynecology and Reproductive Sciences, Yale University School of Medicine, New Haven, CT 06510;
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Mitchell Clark
cDepartment of Obstetrics, Gynecology and Reproductive Sciences, Yale University School of Medicine, New Haven, CT 06510;
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Elena Ratner
cDepartment of Obstetrics, Gynecology and Reproductive Sciences, Yale University School of Medicine, New Haven, CT 06510;
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Masoud Azodi
cDepartment of Obstetrics, Gynecology and Reproductive Sciences, Yale University School of Medicine, New Haven, CT 06510;
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Marcin Imielinski
eDepartment of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY;
fNew York Genome Center, New York, NY 10013;
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Peter E. Schwartz
cDepartment of Obstetrics, Gynecology and Reproductive Sciences, Yale University School of Medicine, New Haven, CT 06510;
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Ludmil B. Alexandrov
oDepartment of Cellular and Molecular Medicine, University of California San Diego, La Jolla, CA 92093;
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Richard P. Lifton
dLaboratory of Human Genetics and Genomics, The Rockefeller University, New York, NY 10065;
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Joseph Schlessinger
pDepartment of Pharmacology, Yale University School of Medicine, New Haven, CT 06510
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  • ORCID record for Joseph Schlessinger
  • For correspondence: Joseph.Schlessinger@Yale.edu
Alessandro D. Santin
cDepartment of Obstetrics, Gynecology and Reproductive Sciences, Yale University School of Medicine, New Haven, CT 06510;
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  1. Contributed by Joseph Schlessinger, February 16, 2021 (sent for review November 30, 2020; reviewed by Gottfried E. Konecny and John A. Martignetti)

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Significance

Identification of novel, effective treatment modalities for patients with uterine leiomyosarcomas (uLMS) remains an unmet medical need. Using an integrated whole-genome, whole-exome, and RNA-Seq analysis, we identified recurrently mutated genes and deranged pathways, including the homologous-recombination repair (HRR) pathway deficiency (HRD), alternative lengthening of telomere (ALT), C-MYC/BET, and PI3K-AKT-mTOR pathways as potential targets. Using two fully sequenced patient-derived xenografts (PDXs) harboring deranged C-MYC/BET and PTEN/PIK3CA pathways and/or an HRD signature (i.e., LEY11 and LEY16), we found olaparib (PARPi), GS-626510 (BETi), and copanlisib (PIK3CAi) monotherapy to significantly inhibit in vivo uLMS PDXs growth. Our integrated genetic analysis, combined with in vivo preclinical validation experiments, suggests that a large subset of uLMS may potentially benefit from existing PARPi/BETi/PIK3CAi-targeted drugs.

Abstract

Uterine leiomyosarcomas (uLMS) are aggressive tumors arising from the smooth muscle layer of the uterus. We analyzed 83 uLMS sample genetics, including 56 from Yale and 27 from The Cancer Genome Atlas (TCGA). Among them, a total of 55 Yale samples including two patient-derived xenografts (PDXs) and 27 TCGA samples have whole-exome sequencing (WES) data; 10 Yale and 27 TCGA samples have RNA-sequencing (RNA-Seq) data; and 11 Yale and 10 TCGA samples have whole-genome sequencing (WGS) data. We found recurrent somatic mutations in TP53, MED12, and PTEN genes. Top somatic mutated genes included TP53, ATRX, PTEN, and MEN1 genes. Somatic copy number variation (CNV) analysis identified 8 copy-number gains, including 5p15.33 (TERT), 8q24.21 (C-MYC), and 17p11.2 (MYOCD, MAP2K4) amplifications and 29 copy-number losses. Fusions involving tumor suppressors or oncogenes were deetected, with most fusions disrupting RB1, TP53, and ATRX/DAXX, and one fusion (ACTG2-ALK) being potentially targetable. WGS results demonstrated that 76% (16 of 21) of the samples harbored chromoplexy and/or chromothripsis. Clinically actionable mutational signatures of homologous-recombination DNA-repair deficiency (HRD) and microsatellite instability (MSI) were identified in 25% (12 of 48) and 2% (1 of 48) of fresh frozen uLMS, respectively. Finally, we found olaparib (PARPi; P = 0.002), GS-626510 (C-MYC/BETi; P < 0.000001 and P = 0.0005), and copanlisib (PIK3CAi; P = 0.0001) monotherapy to significantly inhibit uLMS-PDXs harboring derangements in C-MYC and PTEN/PIK3CA/AKT genes (LEY11) and/or HRD signatures (LEY16) compared to vehicle-treated mice. These findings define the genetic landscape of uLMS and suggest that a subset of uLMS may benefit from existing PARP-, PIK3CA-, and C-MYC/BET-targeted drugs.

  • uterine leiomyosarcomas
  • whole-exome sequencing
  • whole-genome sequencing
  • mutational landscape

Footnotes

  • ↵1J.C., A.M., and W.D. contributed equally to this work.

  • ↵2To whom correspondence may be addressed. Email: Joseph.Schlessinger{at}Yale.edu.
  • Author contributions: R.P.L., J.S., and A.D.S. designed research; S.B., E. Bonazzoli, L. Zammataro, A.G., B.G., N.N., J.R.T.-R., J.H., D.M., B.Z., G.M., G.A., N.B., P.H., A.R., E. Bignotti, C.R., P.T., L. Zanotti, F.O., S.P., L.A., and V.A. performed research; K.B., C.M.Q., D.-A.S., G.S.H., E.R., M.A., M.I., P.E.S., and L.B.A. contributed new reagents/analytic tools; J.C., A.M., W.D., X.Y., A.D., S. Zaidi, K.J., S. Zhao, R.P.L., J.S., and A.D.S. analyzed data; and J.C., A.M., W.D., S. Zaidi, S. Zhao, M.C., J.S., and A.D.S. wrote the paper.

  • Reviewers: G.E.K., David Geffen School of Medicine at UCLA; and J.A.M., Mount Sinai School of Medicine.

  • The authors declare no competing interest.

  • This article contains supporting information online at https://www.pnas.org/lookup/suppl/doi:10.1073/pnas.2025182118/-/DCSupplemental.

Data Availability

All study data are included in the article and/or supporting information.

Published under the PNAS license.

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Integrated mutational landscape analysis of uterine leiomyosarcomas
Jungmin Choi, Aranzazu Manzano, Weilai Dong, Stefania Bellone, Elena Bonazzoli, Luca Zammataro, Xiaotong Yao, Aditya Deshpande, Samir Zaidi, Adele Guglielmi, Barbara Gnutti, Nupur Nagarkatti, Joan R. Tymon-Rosario, Justin Harold, Dennis Mauricio, Burak Zeybek, Gulden Menderes, Gary Altwerger, Kyungjo Jeong, Siming Zhao, Natalia Buza, Pei Hui, Antonella Ravaggi, Eliana Bignotti, Chiara Romani, Paola Todeschini, Laura Zanotti, Franco Odicino, Sergio Pecorelli, Laura Ardighieri, Kaya Bilguvar, Charles M. Quick, Dan-Arin Silasi, Gloria S. Huang, Vaagn Andikyan, Mitchell Clark, Elena Ratner, Masoud Azodi, Marcin Imielinski, Peter E. Schwartz, Ludmil B. Alexandrov, Richard P. Lifton, Joseph Schlessinger, Alessandro D. Santin
Proceedings of the National Academy of Sciences Apr 2021, 118 (15) e2025182118; DOI: 10.1073/pnas.2025182118

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Integrated mutational landscape analysis of uterine leiomyosarcomas
Jungmin Choi, Aranzazu Manzano, Weilai Dong, Stefania Bellone, Elena Bonazzoli, Luca Zammataro, Xiaotong Yao, Aditya Deshpande, Samir Zaidi, Adele Guglielmi, Barbara Gnutti, Nupur Nagarkatti, Joan R. Tymon-Rosario, Justin Harold, Dennis Mauricio, Burak Zeybek, Gulden Menderes, Gary Altwerger, Kyungjo Jeong, Siming Zhao, Natalia Buza, Pei Hui, Antonella Ravaggi, Eliana Bignotti, Chiara Romani, Paola Todeschini, Laura Zanotti, Franco Odicino, Sergio Pecorelli, Laura Ardighieri, Kaya Bilguvar, Charles M. Quick, Dan-Arin Silasi, Gloria S. Huang, Vaagn Andikyan, Mitchell Clark, Elena Ratner, Masoud Azodi, Marcin Imielinski, Peter E. Schwartz, Ludmil B. Alexandrov, Richard P. Lifton, Joseph Schlessinger, Alessandro D. Santin
Proceedings of the National Academy of Sciences Apr 2021, 118 (15) e2025182118; DOI: 10.1073/pnas.2025182118
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