Convergent loss of PTEN leads to clinical resistance to a PI(3)Kα inhibitor
Open accessAbstract
Broad and deep tumour genome sequencing has shed new light on tumour heterogeneity and provided important insights into the evolution of metastases arising from different clones. There is an additional layer of complexity, in that tumour evolution may be influenced by selective pressure provided by therapy, in a similar fashion to that occurring in infectious diseases. Here we studied tumour genomic evolution in a patient (index patient) with metastatic breast cancer bearing an activating PIK3CA (phosphatidylinositol-4,5-bisphosphate 3-kinase, catalytic subunit alpha, PI(3)Kα) mutation. The patient was treated with the PI(3)Kα inhibitor BYL719, which achieved a lasting clinical response, but the patient eventually became resistant to this drug (emergence of lung metastases) and died shortly thereafter. A rapid autopsy was performed and material from a total of 14 metastatic sites was collected and sequenced. All metastatic lesions, when compared to the pre-treatment tumour, had a copy loss of PTEN (phosphatase and tensin homolog) and those lesions that became refractory to BYL719 had additional and different PTEN genetic alterations, resulting in the loss of PTEN expression. To put these results in context, we examined six other patients also treated with BYL719. Acquired bi-allelic loss of PTEN was found in one of these patients, whereas in two others PIK3CA mutations present in the primary tumour were no longer detected at the time of progression. To characterize our findings functionally, we examined the effects of PTEN knockdown in several preclinical models (both in cell lines intrinsically sensitive to BYL719 and in PTEN-null xenografts derived from our index patient), which we found resulted in resistance to BYL719, whereas simultaneous PI(3)K p110β blockade reverted this resistance phenotype. We conclude that parallel genetic evolution of separate metastatic sites with different PTEN genomic alterations leads to a convergent PTEN-null phenotype resistant to PI(3)Kα inhibition.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Studies of pre-treatment and post-treatment samples identify multiple mechanisms of tumor evolution via low-frequency pre-existing mutations that expand after treatment and/or previously undetectable mutations induced by therapy de novo.
“Studies of pre-treatment and post-treatment samples identify multiple mechanisms of tumor evolution both via low-frequency pre-existing mutations that expand after treatment and/or previously undetectable mutations that are induced by therapy de novo [99,100].”
From KRAS: Biology, Inhibition, and Mechanisms of Inhibitor Resistance (2024) · cites this paper as [99]
The paper’s paired-sample analysis and summary (both labeled Abstract; page unavailable) describe tumor evolution under BYL719 treatment, including distinct PTEN alterations at progression and possible selection of PIK3CA-wild-type clones. They do not establish that low-frequency pre-existing mutations expanded, or that therapy induced previously undetectable mutations de novo. (LLM, conf=0.85)
Experimental — accuracy not yet measuredAs tumors metastasize, their genomes significantly change under new selective pressures, altering their treatment sensitivities accordingly.
“Furthermore, as tumors metastasize, their genomes significantly change under new selective pressures, altering their treatment sensitivities accordingly [99].”
From KRAS: Biology, Inhibition, and Mechanisms of Inhibitor Resistance (2024) · cites this paper as [99]
The Abstract (page not provided) reports genomic changes in metastatic lesions under selective pressure from PI3Kα-inhibitor treatment, with PTEN loss linked to resistance. It does not establish that metastasis itself generally creates new selective pressures or that tumors broadly change treatment sensitivity as they metastasize; its central finding concerns evolution during therapy in a patient with metastatic breast cancer. (LLM, conf=0.86)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Fast and accurate short read alignment with Burrows-Wheeler transform
Li, H., & Durbin, R. (2009) · Bioinformatics · doi:10.1093/bioinformatics/btp324 · Cited by 58,607 · see citing works
Intratumor Heterogeneity and Branched Evolution Revealed by Multiregion Sequencing
Gerlinger, M., Rowan, A. J., Horswell, S., Larkin, J., Endesfelder, D., Gronroos, E., Martinez, P., Matthews, N., Stewart, A., Tarpey, P., et al. (2012) · New England Journal of Medicine · doi:10.1056/nejmoa1113205 · Cited by 7,774 · see citing works
The phosphoinositide 3-kinase pathway
Cantley, L. C. (2002) · Science · doi:10.1126/science.296.5573.1655 · Cited by 5,621 · see citing works
Targeting PI3K signalling in cancer: opportunities, challenges and limitations
Engelman, J. A. (2009) · Nature Reviews Cancer · doi:10.1038/nrc2664 · Cited by 2,445 · see citing works
Flagged first, then by citations
Research works printed but not linked: 22
- [2]Swanton C Intratumor heterogeneity: evolution through space and time Cancer Res 72 4875 4882 2012 23002210 PMC3712191
- [4]Engelman JA Luo J Cantley LC The evolution of phosphatidylinositol 3-kinases as regulators of growth and metabolism Nat Rev Genet 7 2006 16847462
- [7]Brachmann SM Ueki K Engelman JA Kahn RC Cantley LC Phosphoinositide 3-kinase catalytic subunit deletion and regulatory subunit deletion have opposite effects on insulin sensitivity in mice Mol Cell Biol 25 1596 1607 2005 15713620 PMC549361
- [8]Zhao L Vogt PK Helical domain and kinase domain mutations in p110alpha of phosphatidylinositol 3-kinase induce gain of function by different mechanisms Proc Natl Acad Sci USA 105 2652 2657 2008 18268322 PMC2268191
- [9]Miller TW Rexer BN Garrett JT Arteaga CL Mutations in the phosphatidylinositol 3-kinase pathway: role in tumor progression and therapeutic implications in breast cancer Breast Cancer Res 13 224 2011 22114931 PMC3315683
- [10]Samuels Y High frequency of mutations of the PIK3CA gene in human cancers Science 304 554 2004 15016963
- [11]Sequist LV Implementing multiplexed genotyping of non-small-cell lung cancers into routine clinical practice Ann Oncol 22 2616 2624 2011 22071650 PMC3493130
- [12]Therasse P New guidelines to evaluate the response to treatment in solid tumors. European Organization for Research and Treatment of Cancer, National Cancer Institute of the United States, National Cancer Institute of Canada J Natl Cancer Inst 92 205 216 2000 10655437
- [13]Toy W ESR1 ligand-binding domain mutations in hormone-resistant breast cancer Nat Gen 45 1439 1445 2013 PMC3903423 24185512
- [14]Won HH Scott SN Brannon AR Shah RH Berger MF Detecting somatic genetic alterations in tumor specimens by exon capture and massively parallel sequencing JoVE e50710 2013 24192750 PMC3947962
- [15]Yang ZQ Liu G Bollig-Fischer A Giroux CN Ethier SP Transforming properties of 8p11-12 amplified genes in human breast cancer Cancer Res 70 8487 8497 2010 20940404 PMC3089754
- [16]Karlsson E High-resolution genomic analysis of the 11q13 amplicon in breast cancers identifies synergy with 8p12 amplification, involving the mTOR targets S6K2 and 4EBP1 Genes Chromosomes Cancer 50 775 787 2011 21748818
- [17]Fritsch C Characterization of the novel and specific PI3Kalpha inhibitor NVPBYL719 and development of the patient stratification strategy for clinical trials Mol Cancer Ther 2014 24608574
- [18]Stambolic V Negative regulation of PKB/Akt-dependent cell survival by the tumor suppressor PTEN Cell 95 29 39 1998 9778245
- [19]Jia S Essential roles of PI(3)K-p110beta in cell growth, metabolism and tumorigenesis Nature 454 776 779 2008 18594509 PMC2750091
- [20]Edgar KA Isoform-specific phosphoinositide 3-kinase inhibitors exert distinct effects in solid tumors Cancer Res 70 1164 1172 2010 20103642
- [21]Elkabets M mTORC1 Inhibition Is Required for Sensitivity to PI3K p110alpha Inhibitors in PIK3CA-Mutant Breast Cancer Sci Transl Med 5 196ra199 2013 PMC3935768 23903756
- [22]Lemey P Molecular footprint of drug-selective pressure in a human immunodeficiency virus transmission chain J Virol 79 11981 11989 2005 16140774 PMC1212611
- [23]Li S Endocrine-therapy-resistant ESR1 variants revealed by genomic characterization of breast-cancer-derived xenografts Cell Rep 4 1116 1130 2013 24055055 PMC3881975
- [25]DePristo MA A framework for variation discovery and genotyping using next-generation DNA sequencing data Nat Gen 43 2011 PMC3083463 21478889
- [26]Cibulskis K Sensitive detection of somatic point mutations in impure and heterogeneous cancer samples Nat Biotechnol 31 213 219 2013 23396013 PMC3833702
- [27]Wagle N High-throughput detection of actionable genomic alterations in clinical tumor samples by targeted, massively parallel sequencing Cancer Discov 2 82 93 2012 22585170 PMC3353152
Cited by
Sorted by citations
Tumour heterogeneity and resistance to cancer therapies
Dagogo-Jack, I., & Shaw, A. T. (2018) · Nature Reviews Clinical Oncology · doi:10.1038/nrclinonc.2017.166 · Cited by 3,846 · see citing works
A view on drug resistance in cancer
Vasan, N., Baselga, J., & Hyman, D. M. (2019) · Nature · doi:10.1038/s41586-019-1730-1 · Cited by 2,770 · see citing works
Self-citationClonal heterogeneity and tumor evolution: past, present, and the future
McGranahan, N., & Swanton, C. (2017) · Cell · doi:10.1016/j.cell.2017.01.018 · Cited by 2,840 · see citing works
The PI3K Pathway in Human Disease
Fruman, D. A., Chiu, H., Hopkins, B. D., Bagrodia, S., Cantley, L. C., & Abraham, R. T. (2017) · Cell · doi:10.1016/j.cell.2017.07.029 · Cited by 2,749 · see citing works
Alpelisib for <i>PIK3CA</i> -Mutated, Hormone Receptor–Positive Advanced Breast Cancer
André, F., Ciruelos, E., Rubovszky, G., Campone, M., Loibl, S., Rugo, H. S., Iwata, H., Conte, P., Mayer, I. A., Kaufman, B., et al. (2019) · New England Journal of Medicine · doi:10.1056/nejmoa1813904 · Cited by 2,622 · see citing works
Self-citationGao, H., Korn, J. M., Ferretti, S., Monahan, J. E., Wang, Y., Singh, M., Zhang, C., Schnell, C., Yang, G., Zhang, Y., et al. (2015) · Nature Medicine · doi:10.1038/nm.3954 · Cited by 1,393 · see citing works
Targeting the PI3K pathway in cancer: are we making headway?
Janku, F., Yap, T. A., & Meric-Bernstam, F. (2018) · Nature Reviews Clinical Oncology · doi:10.1038/nrclinonc.2018.28 · Cited by 1,033 · see citing works
Overcoming mTOR resistance mutations with a new-generation mTOR inhibitor
Rodrik-Outmezguine, V. S., Okaniwa, M., Yao, Z., Novotny, C. J., McWhirter, C., Banaji, A., Won, H., Wong, W., Berger, M., de Stanchina, E., et al. (2016) · Nature · doi:10.1038/nature17963 · Cited by 479 · see citing works
Self-citationIslam, M. A., Xu, Y., Tao, W., Ubellacker, J. M., Lim, M., Aum, D., Lee, G. Y., Zhou, K., Zope, H., Yu, M., et al. (2018) · Nature Biomedical Engineering · doi:10.1038/s41551-018-0284-0 · Cited by 339 · see citing works
Overcoming resistance to tumor-targeted and immune-targeted therapies
Aldea, M., Andre, F., Marabelle, A., Dogan, S., Barlesi, F., & Soria, J.-C. (2021) · Cancer Discovery · doi:10.1158/2159-8290.cd-20-1638 · Cited by 311 · see citing works
A Convergence-Based Framework for Cancer Drug Resistance
Konieczkowski, D. J., Johannessen, C. M., & Garraway, L. A. (2018) · Cancer Cell · doi:10.1016/j.ccell.2018.03.025 · Cited by 258 · see citing works
Efficacy of PI3K inhibitors in advanced breast cancer
Verret, B., Cortes, J., Bachelot, T., Andre, F., & Arnedos, M. (2019) · Annals of Oncology · doi:10.1093/annonc/mdz381 · Cited by 221 · see citing works
Regulation of PTEN translation by PI3K signaling maintains pathway homeostasis
Mukherjee, R., Vanaja, K. G., Boyer, J. A., Gadal, S., Solomon, H., Chandarlapaty, S., Levchenko, A., & Rosen, N. (2021) · Molecular Cell · doi:10.1016/j.molcel.2021.01.033 · Cited by 135 · see citing works
Cell signaling and cancer: a mechanistic insight into drug resistance
Panda, M., & Biswal, B. K. (2019) · Molecular Biology Reports · doi:10.1007/s11033-019-04958-6 · Cited by 89 · see citing works
Ahronian, L. G., & Corcoran, R. B. (2017) · Genome Medicine · doi:10.1186/s13073-017-0431-3 · Cited by 67 · see citing works
KRAS: Biology, Inhibition, and Mechanisms of Inhibitor Resistance
Ash, L. J., Busia-Bourdain, O., Okpattah, D., Kamel, A., Liberchuk, A., & Wolfe, A. L. (2024) · Current Oncology · doi:10.3390/curroncol31040150 · Cited by 59 · see citing works
“In mutant KRAS cells, the presence of the wildtype allele can drive resistance to downstream pathway inhibitors including MEK [108].”
BackgroundComprehensive characterization of PTEN mutational profile in a series of 34,129 colorectal cancers
Serebriiskii, I. G., Pavlov, V., Tricarico, R., Andrianov, G., Nicolas, E., Parker, M. I., Newberg, J., Frampton, G., Meyer, J. E., & Golemis, E. A. (2022) · Nature Communications · doi:10.1038/s41467-022-29227-2 · Cited by 55 · see citing works
Thibault, B., Ramos-Delgado, F., & Guillermet-Guibert, J. (2023) · Cancers · doi:10.3390/cancers15030784 · Cited by 40 · see citing works
- Authors
- Juric, D., Castel, P., Griffith, M., Griffith, O. L., Won, H. H., Ellis, H., Ebbesen, S. H., Ainscough, B. J., Ramu, A., Iyer, G., Shah, R. H., Huynh, T., Mino-Kenudson, M., Sgroi, D., Isakoff, S., Thabet, A., Elamine, L., Solit, D. B., Lowe, S. W., Quadt, C., Peters, M., Derti, A., Schegel, R., Huang, A., Mardis, E. R., Berger, M. F., Baselga, J., & Scaltriti, M.
- Affiliations
- Massachusetts General Hospital (US)
- Memorial Sloan Kettering Cancer Center (US)
- Washington University in St. Louis (US)
- Novartis (Switzerland) (CH)
- Corresponding author
- Berger, Michael F.
- Scaltriti, Maurizio
- ORCID
- Juric, Dejan
- Castel, Pau
- Griffith, Malachi
- Griffith, Obi L.
- Won, Helen H.
- Ellis, Haley
- Ainscough, Benjamin J.
- Ramu, Avinash
- Iyer, Gopa
- Shah, Ronak H.
- Huynh, Tiffany
- Mino-Kenudson, Mari
- Sgroi, Dennis
- Isakoff, Steven
- Thabet, Ashraf
- Solit, David B.
- Lowe, Scott W.
- Derti, Adnan
- Huang, Alan
- Mardis, Elaine R.
- Berger, Michael F.
- Scaltriti, Maurizio
- Venue
- Nature
- Published
- 2014-11-17
- Volume
- 518
- Issue
- 7538
- Pages
- 240-244
- ISSN
- 0028-0836 (ISSN-L)
- 1476-4687
- PMC
- PMC4326538
- OpenAlex
- W2057366353
- Cited by
- 588
- References
- 4
- Citations by year
- 2026: 28 · 2025: 39 · 2024: 37 · 2023: 52 · 2022: 45 · 2021: 75 · 2020: 63 · 2019: 49 · 2018: 44 · 2017: 64 · 2016: 51 · 2015: 34 · 2014: 7
- FWCI
- 21.34
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Nature (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Funders
- Howard Hughes Medical Institute
- National Cancer Institute (CA105388, U01CA105388, R01CA190642, U01CA168409, T32 CA-71345-15, P30CA008748, T32CA113275, T32CA071345)
- National Institute of General Medical Sciences (T32GM065094)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › PI3K/AKT/mTOR signaling in cancer
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Cancer Research › Cancer Genomics and Diagnostics
- Health Sciences › Medicine › Pulmonary and Respiratory Medicine › Advanced Breast Cancer Therapies
- Keywords
- PTEN loss, PIK3CA mutation, alpelisib, metastatic breast cancer, convergent evolution, clonal evolution, tumor heterogeneity, copy number loss, treatment resistance, lung metastasis, targeted therapy, tumor suppressor, PI3K/Akt signaling
- MeSH terms
- Phosphoinositide-3 Kinase Inhibitors, Alleles, Animals, Breast Neoplasms, Female, Humans, Mice, Nude, Thiazoles, Drug Resistance, Neoplasm, Loss of Heterozygosity, Xenograft Model Antitumor Assays, PTEN Phosphohydrolase, Mice, Class I Phosphatidylinositol 3-Kinases
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review