Clonal populations of a human TNBC model display significant functional heterogeneity and divergent growth dynamics in distinct contexts.


Journal

Oncogene
ISSN: 1476-5594
Titre abrégé: Oncogene
Pays: England
ID NLM: 8711562

Informations de publication

Date de publication:
01 2022
Historique:
received: 07 03 2021
accepted: 11 10 2021
revised: 01 10 2021
pubmed: 28 10 2021
medline: 16 2 2022
entrez: 27 10 2021
Statut: ppublish

Résumé

Intratumoral heterogeneity has been described for various tumor types and models of human cancer, and can have profound effects on tumor progression and drug resistance. This study describes an in-depth analysis of molecular and functional heterogeneity among subclonal populations (SCPs) derived from a single triple-negative breast cancer cell line, including copy number analysis, whole-exome and RNA sequencing, proteome analysis, and barcode analysis of clonal dynamics, as well as functional assays. The SCPs were found to have multiple unique genetic alterations and displayed significant variation in anchorage independent growth and tumor forming ability. Analyses of clonal dynamics in SCP mixtures using DNA barcode technology revealed selection for distinct clonal populations in different in vitro and in vivo environmental contexts, demonstrating that in vitro propagation of cancer cell lines using different culture conditions can contribute to the establishment of unique strains. These analyses also revealed strong enrichment of a single SCP during the development of xenograft tumors in immune-compromised mice. This SCP displayed attenuated interferon signaling in vivo and reduced sensitivity to the antiproliferative effects of type I interferons. Reduction in interferon signaling was found to provide a selective advantage within the xenograft microenvironment specifically. In concordance with the previously described role of interferon signaling as tumor suppressor, these findings suggest that similar selective pressures may be operative in human cancer and patient-derived xenograft models.

Identifiants

pubmed: 34703030
doi: 10.1038/s41388-021-02075-y
pii: 10.1038/s41388-021-02075-y
pmc: PMC8727509
mid: NIHMS1752241
doi:

Types de publication

Journal Article Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

112-124

Subventions

Organisme : NCI NIH HHS
ID : P01 CA080111
Pays : United States
Organisme : NCI NIH HHS
ID : P30 CA008748
Pays : United States

Informations de copyright

© 2021. The Author(s), under exclusive licence to Springer Nature Limited.

Références

Nowell PC. The clonal evolution of tumor cell populations. Science. 1976;194:23–8. 1
pubmed: 959840 doi: 10.1126/science.959840
Greaves M, Maley CC. Clonal evolution in cancer. Nature. 2012;481:306–13. 18
pubmed: 22258609 pmcid: 3367003 doi: 10.1038/nature10762
McGranahan N, Swanton C. Clonal heterogeneity and tumor evolution: past, present, and the future. Cell. 2017;168:613–28. 09
pubmed: 28187284 doi: 10.1016/j.cell.2017.01.018
Merlo LMF, Pepper JW, Reid BJ, Maley CC. Cancer as an evolutionary and ecological process. Nat Rev Cancer. 2006;6:924–35.
pubmed: 17109012 doi: 10.1038/nrc2013
Tabassum DP, Polyak K. Tumorigenesis: it takes a village. Nat Rev Cancer. 2015;15:473–83.
pubmed: 26156638 doi: 10.1038/nrc3971
Dagogo-Jack I, Shaw AT. Tumour heterogeneity and resistance to cancer therapies. Nat Rev Clin Oncol. 2018;15:81–94.
doi: 10.1038/nrclinonc.2017.166
Marusyk A, Janiszewska M, Polyak K. Intratumor heterogeneity: The Rosetta Stone of therapy resistance. Cancer Cell. 2020;37:471–84. 13
pubmed: 32289271 pmcid: 7181408 doi: 10.1016/j.ccell.2020.03.007
Zardavas D, Irrthum A, Swanton C, Piccart M. Clinical management of breast cancer heterogeneity. Nat Rev Clin Oncol. 2015;12:381–94.
pubmed: 25895611 doi: 10.1038/nrclinonc.2015.73
Baslan T, Hicks J. Unravelling biology and shifting paradigms in cancer with single-cell sequencing. Nat Rev Cancer. 2017;17:557–69. 24
pubmed: 28835719 doi: 10.1038/nrc.2017.58
Navin N, Kendall J, Troge J, Andrews P, Rodgers L, McIndoo J, et al. Tumour evolution inferred by single-cell sequencing. Nature. 2011;472:90–4. 7
pubmed: 21399628 pmcid: 4504184 doi: 10.1038/nature09807
Nik-Zainal S, Van Loo P, Wedge DC, Alexandrov LB, Greenman CD, Lau KW, et al. The life history of 21 breast cancers. Cell. 2012;149:994–1007. 25
pubmed: 22608083 pmcid: 3428864 doi: 10.1016/j.cell.2012.04.023
Yates LR, Gerstung M, Knappskog S, Desmedt C, Gundem G, Van Loo P, et al. Subclonal diversification of primary breast cancer revealed by multiregion sequencing. Nat Med. 2015;21:751–9.
pubmed: 26099045 pmcid: 4500826 doi: 10.1038/nm.3886
Baslan T, Kendall J, Volyanskyy K, McNamara K, Cox H, D’Italia S, et al. Novel insights into breast cancer copy number genetic heterogeneity revealed by single-cell genome sequencing. eLife. 2020;13;9.
Gao R, Davis A, McDonald TO, Sei E, Shi X, Wang Y, et al. Punctuated copy number evolution and clonal stasis in triple-negative breast cancer. Nat Genet. 2016;48:1119–30.
pubmed: 27526321 pmcid: 5042845 doi: 10.1038/ng.3641
Laks E, McPherson A, Zahn H, Lai D, Steif A, Brimhall J, et al. Clonal decomposition and DNA replication states defined by scaled single-cell genome sequencing. Cell. 2019;179:1207–1221.e22. 14
pubmed: 31730858 pmcid: 6912164 doi: 10.1016/j.cell.2019.10.026
Wang Y, Waters J, Leung ML, Unruh A, Roh W, Shi X, et al. Clonal evolution in breast cancer revealed by single nucleus genome sequencing. Nature. 2014;512:155–60. 14
pubmed: 25079324 pmcid: 4158312 doi: 10.1038/nature13600
Lim B, Lin Y, Navin N. Advancing cancer research and medicine with single-cell genomics. Cancer Cell. 2020;37:456–70. 13
pubmed: 32289270 pmcid: 7899145 doi: 10.1016/j.ccell.2020.03.008
Al-Hajj M, Wicha MS, Benito-Hernandez A, Morrison SJ, Clarke MF. Prospective identification of tumorigenic breast cancer cells. Proc Natl Acad Sci USA. 2003;100:3983–8. 1
pubmed: 12629218 pmcid: 153034 doi: 10.1073/pnas.0530291100
Dongre A, Weinberg RA. New insights into the mechanisms of epithelial-mesenchymal transition and implications for cancer. Nat Rev Mol Cell Biol. 2019;20:69–84.
pubmed: 30459476 doi: 10.1038/s41580-018-0080-4
Mani SA, Guo W, Liao M-J, Eaton EN, Ayyanan A, Zhou AY, et al. The epithelial-mesenchymal transition generates cells with properties of stem cells. Cell. 2008;133:704–15. 16
pubmed: 18485877 pmcid: 2728032 doi: 10.1016/j.cell.2008.03.027
Chung W, Eum HH, Lee H-O, Lee K-M, Lee H-B, Kim K-T, et al. Single-cell RNA-seq enables comprehensive tumour and immune cell profiling in primary breast cancer. Nat Commun. 2017;8:15081. 05
pubmed: 28474673 pmcid: 5424158 doi: 10.1038/ncomms15081
Gao R, Kim C, Sei E, Foukakis T, Crosetto N, Chan L-K, et al. Nanogrid single-nucleus RNA sequencing reveals phenotypic diversity in breast cancer. Nat Commun. 2017;8:228. 9
pubmed: 28794488 pmcid: 5550415 doi: 10.1038/s41467-017-00244-w
Karaayvaz M, Cristea S, Gillespie SM, Patel AP, Mylvaganam R, Luo CC, et al. Unravelling subclonal heterogeneity and aggressive disease states in TNBC through single-cell RNA-seq. Nat Commun. 2018;9:3588. 04
pubmed: 30181541 pmcid: 6123496 doi: 10.1038/s41467-018-06052-0
Minn AJ, Kang Y, Serganova I, Gupta GP, Giri DD, Doubrovin M, et al. Distinct organ-specific metastatic potential of individual breast cancer cells and primary tumors. J Clin Invest. 2005;115:44–55.
pubmed: 15630443 pmcid: 539194 doi: 10.1172/JCI22320
Olive JF, Qin Y, DeCristo MJ, Laszewski T, Greathouse F, McAllister SS. Accounting for tumor heterogeneity when using CRISPR-Cas9 for cancer progression and drug sensitivity studies. PloS One. 2018;13:e0198790.
pubmed: 29897959 pmcid: 5999218 doi: 10.1371/journal.pone.0198790
Wagenblast E, Soto M, Gutiérrez-Ángel S, Hartl CA, Gable AL, Maceli AR, et al. A model of breast cancer heterogeneity reveals vascular mimicry as a driver of metastasis. Nature. 2015;520:358–62. 16
pubmed: 25855289 pmcid: 4634366 doi: 10.1038/nature14403
Echeverria GV, Powell E, Seth S, Ge Z, Carugo A, Bristow C, et al. High-resolution clonal mapping of multi-organ metastasis in triple-negative breast cancer. Nat Commun. 2018;9:5079. 29
pubmed: 30498242 pmcid: 6265294 doi: 10.1038/s41467-018-07406-4
Marusyk A, Tabassum DP, Altrock PM, Almendro V, Michor F, Polyak K. Non-cell-autonomous driving of tumour growth supports sub-clonal heterogeneity. Nature 2014;514:54–8. 2
pubmed: 25079331 pmcid: 4184961 doi: 10.1038/nature13556
Naffar-Abu Amara S, Kuiken HJ, Selfors LM, Butler T, Leung ML, Leung CT, et al. Transient commensal clonal interactions can drive tumor metastasis. Nat Commun. 2020;11:5799. 16
pubmed: 33199705 pmcid: 7669858 doi: 10.1038/s41467-020-19584-1
Fidler IJ, Kripke ML. Metastasis results from preexisting variant cells within a malignant tumor. Science. 1977;197:893–5. 26
pubmed: 887927 doi: 10.1126/science.887927
Meyer M, Reimand J, Lan X, Head R, Zhu X, Kushida M, et al. Single cell-derived clonal analysis of human glioblastoma links functional and genomic heterogeneity. Proc Natl Acad Sci USA. 2015;112:851–6. 20
pubmed: 25561528 pmcid: 4311802 doi: 10.1073/pnas.1320611111
Cailleau R, Olivé M, Cruciger QV. Long-term human breast carcinoma cell lines of metastatic origin: preliminary characterization. Vitro. 1978;14:911–5.
doi: 10.1007/BF02616120
Grigoriadis A, Mackay A, Noel E, Wu PJ, Natrajan R, Frankum J, et al. Molecular characterisation of cell line models for triple-negative breast cancers. BMC Genom. 2012;13:619. 14
doi: 10.1186/1471-2164-13-619
Reis-Filho JS, Tutt ANJ. Triple negative tumours: a critical review. Histopathology. 2008;52:108–18.
pubmed: 18171422 doi: 10.1111/j.1365-2559.2007.02889.x
Agelopoulos K, Greve B, Schmidt H, Pospisil H, Kurtz S, Bartkowiak K, et al. Selective regain of EGFR gene copies in CD44+/CD24-/low breast cancer cellular model MDA-MB-468. BMC Cancer. 2010;10:78. 3
pubmed: 20199686 pmcid: 2841141 doi: 10.1186/1471-2407-10-78
Filmus J, Trent JM, Pollak MN, Buick RN. Epidermal growth factor receptor gene-amplified MDA-468 breast cancer cell line and its nonamplified variants. Mol Cell Biol. 1987;7:251–7.
pubmed: 3494191 pmcid: 365064
Li W, Ma H, Zhang J, Zhu L, Wang C, Yang Y. Unraveling the roles of CD44/CD24 and ALDH1 as cancer stem cell markers in tumorigenesis and metastasis. Sci Rep. 2017;7:13856. 23
pubmed: 29062075 pmcid: 5653849 doi: 10.1038/s41598-017-14364-2
Nolan-Stevaux O, Tedesco D, Ragan S, Makhanov M, Chenchik A, Ruefli-Brasse A, et al. Measurement of cancer cell growth heterogeneity through lentiviral barcoding identifies clonal dominance as a characteristic of in vivo tumor engraftment. PloS One. 2013;8:e67316.
pubmed: 23840661 pmcid: 3693957 doi: 10.1371/journal.pone.0067316
Bhang HC, Ruddy DA, Krishnamurthy Radhakrishna V, Caushi JX, Zhao R, Hims MM, et al. Studying clonal dynamics in response to cancer therapy using high-complexity barcoding. Nat Med. 2015;21:440–8.
pubmed: 25849130 doi: 10.1038/nm.3841
Shah SP, Roth A, Goya R, Oloumi A, Ha G, Zhao Y, et al. The clonal and mutational evolution spectrum of primary triple-negative breast cancers. Nature. 2012;486:395–9. 4
pubmed: 22495314 doi: 10.1038/nature10933
Klijn C, Durinck S, Stawiski EW, Haverty PM, Jiang Z, Liu H, et al. A comprehensive transcriptional portrait of human cancer cell lines. Nat Biotechnol. 2015;33:306–12.
pubmed: 25485619 doi: 10.1038/nbt.3080
Sondka Z, Bamford S, Cole CG, Ward SA, Dunham I, Forbes SA. The COSMIC Cancer Gene Census: describing genetic dysfunction across all human cancers. Nat Rev Cancer. 2018;18:696–705.
pubmed: 30293088 pmcid: 6450507 doi: 10.1038/s41568-018-0060-1
Callari M, Musella V, Di Buduo E, Sensi M, Miodini P, Dugo M, et al. Subtype-dependent prognostic relevance of an interferon-induced pathway metagene in node-negative breast cancer. Mol Oncol. 2014;8:1278–89.
pubmed: 24853384 pmcid: 5528564 doi: 10.1016/j.molonc.2014.04.010
Saleiro D, Platanias LC. Interferon signaling in cancer. Non-canonical pathways and control of intracellular immune checkpoints. Semin Immunol. 2019;43:101299. 1
pubmed: 31771762 pmcid: 8177745 doi: 10.1016/j.smim.2019.101299
Zitvogel L, Galluzzi L, Kepp O, Smyth MJ, Kroemer G. Type I interferons in anticancer immunity. Nat Rev Immunol. 2015;15:405–14.
pubmed: 26027717 doi: 10.1038/nri3845
Gibbs VC, Williams SR, Gray PW, Schreiber RD, Pennica D, Rice G, et al. The extracellular domain of the human interferon gamma receptor interacts with a species-specific signal transducer. Mol Cell Biol. 1991;11:5860–6.
pubmed: 1834931 pmcid: 361734
Weber H, Valenzuela D, Lujber G, Gubler M, Weissmann C. Single amino acid changes that render human IFN-alpha 2 biologically active on mouse cells. EMBO J. 1987;6:591–8.
pubmed: 3034596 pmcid: 553438 doi: 10.1002/j.1460-2075.1987.tb04795.x
Bruna A, Rueda OM, Greenwood W, Batra AS, Callari M, Batra RN, et al. A biobank of breast cancer explants with preserved intra-tumor heterogeneity to screen anticancer compounds. Cell. 2016;167:260–274.e22. 22
pubmed: 27641504 pmcid: 5037319 doi: 10.1016/j.cell.2016.08.041
Georgopoulou D, Callari M, Rueda OM, Shea A, Martin A, Giovannetti A, et al. Landscapes of cellular phenotypic diversity in breast cancer xenografts and their impact on drug response. Nat Commun. 2021;12:1998. 31
pubmed: 33790302 pmcid: 8012607 doi: 10.1038/s41467-021-22303-z
Callari M, Cappelletti V, D’Aiuto F, Musella V, Lembo A, Petel F, et al. Subtype-specific metagene-based prediction of outcome after neoadjuvant and adjuvant treatment in breast cancer. Clin Cancer Res J Am Assoc Cancer Res. 2016;22:337–45. 15
doi: 10.1158/1078-0432.CCR-15-0757
Ben-David U, Siranosian B, Ha G, Tang H, Oren Y, Hinohara K, et al. Genetic and transcriptional evolution alters cancer cell line drug response. Nature. 2018;560:325–30.
pubmed: 30089904 pmcid: 6522222 doi: 10.1038/s41586-018-0409-3
Liu Y, Mi Y, Mueller T, Kreibich S, Williams EG, Van Drogen A, et al. Multi-omic measurements of heterogeneity in HeLa cells across laboratories. Nat Biotechnol. 2019;37:314–22.
pubmed: 30778230 doi: 10.1038/s41587-019-0037-y
Cantor JR, Abu-Remaileh M, Kanarek N, Freinkman E, Gao X, Louissaint A, et al. Physiologic medium rewires cellular metabolism and reveals uric acid as an endogenous inhibitor of UMP synthase. Cell. 2017;169:258–272.e17. 6
pubmed: 28388410 pmcid: 5421364 doi: 10.1016/j.cell.2017.03.023
Waclaw B, Bozic I, Pittman ME, Hruban RH, Vogelstein B, Nowak MA. A spatial model predicts that dispersal and cell turnover limit intratumour heterogeneity. Nature. 2015;525:261–4. 10
pubmed: 26308893 pmcid: 4782800 doi: 10.1038/nature14971
Krysko DV, Garg AD, Kaczmarek A, Krysko O, Agostinis P, Vandenabeele P. Immunogenic cell death and DAMPs in cancer therapy. Nat Rev Cancer. 2012;12:860–75.
pubmed: 23151605 doi: 10.1038/nrc3380
Kaczmarek A, Vandenabeele P, Krysko DV. Necroptosis: the release of damage-associated molecular patterns and its physiological relevance. Immunity. 2013;38:209–23. 21
pubmed: 23438821 doi: 10.1016/j.immuni.2013.02.003
Roh JS, Sohn DH. Damage-associated molecular patterns in inflammatory diseases. Immune Netw. 2018;18:e27.
pubmed: 30181915 pmcid: 6117512 doi: 10.4110/in.2018.18.e27
Bakhoum SF, Cantley LC. The multifaceted role of chromosomal instability in cancer and its microenvironment. Cell. 2018;174:1347–60. 06
pubmed: 30193109 pmcid: 6136429 doi: 10.1016/j.cell.2018.08.027
Paludan SR, Reinert LS, Hornung V. DNA-stimulated cell death: implications for host defence, inflammatory diseases and cancer. Nat Rev Immunol. 2019;19:141–53.
pubmed: 30644449 pmcid: 7311199 doi: 10.1038/s41577-018-0117-0
Byrne AT, Alférez DG, Amant F, Annibali D, Arribas J, Biankin AV, et al. Interrogating open issues in cancer precision medicine with patient-derived xenografts. Nat Rev Cancer. 2017;17:254–68.
pubmed: 28104906 doi: 10.1038/nrc.2016.140
Cassidy JW, Caldas C, Bruna A. Maintaining tumor heterogeneity in patient-derived tumor xenografts. Cancer Res. 2015;75:2963–8. 1
pubmed: 26180079 pmcid: 4539570 doi: 10.1158/0008-5472.CAN-15-0727
Hidalgo M, Amant F, Biankin AV, Budinská E, Byrne AT, Caldas C, et al. Patient-derived xenograft models: an emerging platform for translational cancer research. Cancer Discov. 2014;4:998–1013.
pubmed: 25185190 pmcid: 4167608 doi: 10.1158/2159-8290.CD-14-0001
Ben-David U, Ha G, Tseng Y-Y, Greenwald NF, Oh C, Shih J, et al. Patient-derived xenografts undergo mouse-specific tumor evolution. Nat Genet. 2017;49:1567–75.
pubmed: 28991255 pmcid: 5659952 doi: 10.1038/ng.3967
Ding L, Ellis MJ, Li S, Larson DE, Chen K, Wallis JW, et al. Genome remodelling in a basal-like breast cancer metastasis and xenograft. Nature. 2010;464:999–1005. 15
pubmed: 20393555 pmcid: 2872544 doi: 10.1038/nature08989
Eirew P, Steif A, Khattra J, Ha G, Yap D, Farahani H, et al. Dynamics of genomic clones in breast cancer patient xenografts at single-cell resolution. Nature. 2015;518:422–6. 19
pubmed: 25470049 doi: 10.1038/nature13952
Kreso A, O’Brien CA, van Galen P, Gan OI, Notta F, Brown AMK, et al. Variable clonal repopulation dynamics influence chemotherapy response in colorectal cancer. Science. 2013;339:543–8. 1
pubmed: 23239622 doi: 10.1126/science.1227670
Merino D, Weber TS, Serrano A, Vaillant F, Liu K, Pal B, et al. Barcoding reveals complex clonal behavior in patient-derived xenografts of metastatic triple negative breast cancer. Nat Commun. 2019;10:766. 15
pubmed: 30770823 pmcid: 6377663 doi: 10.1038/s41467-019-08595-2
Sato K, Niida A, Masuda T, Shimizu D, Tobo T, Kuroda Y, et al. Multiregion genomic analysis of serially transplanted patient-derived xenograft tumors. Cancer Genom Proteom. 2019;16:21–7.
doi: 10.21873/cgp.20109
Woo XY, Giordano J, Srivastava A, Zhao Z-M, Lloyd MW, de Bruijn R, et al. Conservation of copy number profiles during engraftment and passaging of patient-derived cancer xenografts. Nat Genet. 2021;53:86–99.
Post AEM, Smid M, Nagelkerke A, Martens JWM, Bussink J, Sweep FCGJ, et al. Interferon-stimulated genes are involved in cross-resistance to radiotherapy in tamoxifen-resistant breast cancer. Clin Cancer Res J Am Assoc Cancer Res. 2018;24:3397–408. 15
doi: 10.1158/1078-0432.CCR-17-2551
Sistigu A, Yamazaki T, Vacchelli E, Chaba K, Enot DP, Adam J, et al. Cancer cell-autonomous contribution of type I interferon signaling to the efficacy of chemotherapy. Nat Med. 2014;20:1301–9.
pubmed: 25344738 doi: 10.1038/nm.3708

Auteurs

Hendrik J Kuiken (HJ)

Department of Cell Biology, Harvard Medical School, Boston, MA, 02115, USA.
Ludwig Center at Harvard, Boston, MA, 02115, USA.
Division of Molecular Carcinogenesis, The Netherlands Cancer Institute, Amsterdam, 1066 CX, the Netherlands.

Sabin Dhakal (S)

Department of Cell Biology, Harvard Medical School, Boston, MA, 02115, USA.
Ludwig Center at Harvard, Boston, MA, 02115, USA.
Inzen Therapeutics, Cambridge, MA, 02142, USA.

Laura M Selfors (LM)

Department of Cell Biology, Harvard Medical School, Boston, MA, 02115, USA.
Ludwig Center at Harvard, Boston, MA, 02115, USA.

Chandler M Friend (CM)

Department of Cell Biology, Harvard Medical School, Boston, MA, 02115, USA.
Ludwig Center at Harvard, Boston, MA, 02115, USA.

Tian Zhang (T)

Department of Cell Biology, Harvard Medical School, Boston, MA, 02115, USA.

Maurizio Callari (M)

Cancer Research UK Cambridge Institute, University of Cambridge, Li Ka Shing Centre, Robinson Way, Cambridge, CB2 0RE, UK.

Ron C J Schackmann (RCJ)

Department of Cell Biology, Harvard Medical School, Boston, MA, 02115, USA.
Ludwig Center at Harvard, Boston, MA, 02115, USA.
Merus, Utrecht, 3584 CM, the Netherlands.

G Kenneth Gray (GK)

Department of Cell Biology, Harvard Medical School, Boston, MA, 02115, USA.
Ludwig Center at Harvard, Boston, MA, 02115, USA.

Jett Crowdis (J)

Department of Cell Biology, Harvard Medical School, Boston, MA, 02115, USA.
Ludwig Center at Harvard, Boston, MA, 02115, USA.
Broad Institute, Cambridge, MA, 02142, USA.

Hyo-Eun C Bhang (HC)

Department of Oncology, Novartis Institutes for Biomedical Research, Cambridge, MA, 02139, USA.
Civetta Therapeutics, Cambridge, MA, 02142, USA.

Timour Baslan (T)

Cancer Biology and Genetics Program, Memorial Sloan-Kettering Cancer Center, New York, NY, 10065, USA.

Frank Stegmeier (F)

Department of Oncology, Novartis Institutes for Biomedical Research, Cambridge, MA, 02139, USA.
KSQ Therapeutics, Inc., Cambridge, MA, 02139, USA.

Steven P Gygi (SP)

Department of Cell Biology, Harvard Medical School, Boston, MA, 02115, USA.

Carlos Caldas (C)

Cancer Research UK Cambridge Institute, University of Cambridge, Li Ka Shing Centre, Robinson Way, Cambridge, CB2 0RE, UK.

Joan S Brugge (JS)

Department of Cell Biology, Harvard Medical School, Boston, MA, 02115, USA. Joan_Brugge@hms.harvard.edu.
Ludwig Center at Harvard, Boston, MA, 02115, USA. Joan_Brugge@hms.harvard.edu.

Articles similaires

[Redispensing of expensive oral anticancer medicines: a practical application].

Lisanne N van Merendonk, Kübra Akgöl, Bastiaan Nuijen
1.00
Humans Antineoplastic Agents Administration, Oral Drug Costs Counterfeit Drugs

Smoking Cessation and Incident Cardiovascular Disease.

Jun Hwan Cho, Seung Yong Shin, Hoseob Kim et al.
1.00
Humans Male Smoking Cessation Cardiovascular Diseases Female
Humans United States Aged Cross-Sectional Studies Medicare Part C
1.00
Humans Yoga Low Back Pain Female Male

Classifications MeSH