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Proceedings of the National Academy of Sciences of the United States of America logoLink to Proceedings of the National Academy of Sciences of the United States of America
. 2016 Dec 5;113(51):14793–14798. doi: 10.1073/pnas.1618215113

Chromosome instability drives phenotypic switching to metastasis

ChongFeng Gao a,1, Yanli Su a, Julie Koeman b, Elizabeth Haak a, Karl Dykema b, Curt Essenberg a, Eric Hudson b, David Petillo c, Sok Kean Khoo d, George F Vande Woude a,1
PMCID: PMC5187712  PMID: 27930335

Significance

Chromosome instability and its resulting karyotypic heterogeneity make up one of the most striking characteristics of human cancers. Yet whether chromosome loss or gain drives tumor progression to metastasis remains unknown. Here we show that clonal populations of epithelial cells spontaneously generate mesenchymal variants. These variants have potential for reverting to an epithelial phenotype. Importantly, we show that the successive phenotypic variants selectively eliminate or acquire chromosome segments that harbor genes encoding intercellular junctional proteins and their regulators. Thus, tumor metastasis can be a clonal process driven by chromosome instability.

Keywords: tumor metastasis, chromosome instability, aneuploidy, clonal evolution, epithelial–mesenchymal transition (E-MT)

Abstract

Chromosome instability (CIN) is the most striking feature of human cancers. However, how CIN drives tumor progression to metastasis remains elusive. Here we studied the role of chromosome content changes in generating the phenotypic dynamics that are required for metastasis. We isolated epithelial and mesenchymal clones from human carcinoma cell lines and showed that the epithelial clones were able to generate mesenchymal variants, which had the potential to further produce epithelial revertants autonomously. The successive acquisition of invasive mesenchymal and then epithelial phenotypes recapitulated the steps in tumor progression to metastasis. Importantly, the generation of mesenchymal variants from clonal epithelial populations was associated with subtle changes in chromosome content, which altered the chromosome transcriptome and influenced the expression of genes encoding intercellular junction (IJ) proteins, whereas the loss of chromosome 10p, which harbors the ZEB1 gene, was frequently detected in epithelial variants generated from mesenchymal clones. Knocking down these IJ genes in epithelial cells induced a mesenchymal phenotype, whereas knocking down the ZEB1 gene in mesenchymal cells induced an epithelial phenotype, demonstrating a causal role of chromosome content changes in phenotypic determination. Thus, our studies suggest a paradigm of tumor metastasis: primary epithelial carcinoma cells that lose chromosomes harboring IJ genes acquire an invasive mesenchymal phenotype, and subsequent chromosome content changes such as loss of 10p in disseminated mesenchymal cells generate epithelial variants, which can be selected for to generate epithelial tumors during metastatic colonization.


Chromosome instability (CIN), defined by an elevated rate of chromosome missegregation and breakage, results in diverse chromosome abnormalities in tumor cell populations (17). Accumulating cytogenetic analyses of more than 60,000 cases of human cancer have indicated that most of the solid tumors contain chromosome aberrations, with each tumor displaying a distinct abnormal karyotype (Mitelman database: cgap.nci.nih.gov/Chromosomes/Mitelman). In typical human cancers, one-quarter of the genome was affected by arm-level copy-number aberrations (8). Moreover, cancer genome sequencing revealed dynamic chromosome content changes during clonal evolution of the tumor cell population (912). However, how chromosome loss or gain drives tumor progression to metastasis remains elusive (1317). Tumor metastasis is a multistep process, with the acquisition of an invasive mesenchymal phenotype being a crucial step for tumor dissemination, as is the reacquisition of an epithelial phenotype for metastatic colonization (18, 19). Although clonal evolution theory has been well established as a general mechanism of tumor progression (16, 20), how it contributes to the sequential phenotype acquisition leading to metastasis remains unknown. We reasoned that CIN might drive the phenotypic variations by selectively eliminating or acquiring chromosome segments that harbor genes encoding IJ proteins and their regulators. To test this hypothesis, we have recapitulated the metastatic process by successively isolating mesenchymal variants from clonal epithelial populations, and then isolating epithelial revertants of the mesenchymal variants. We have shown that generation of mesenchymal variants associated with loss of chromosome contents harbors genes encoding IJ protein, whereas generation of epithelial variants was frequently caused by Zeb1 (zinc-finger E-box–binding homeobox 1) haploinsufficiency through 10p loss.

Result and Discussion

OVCAR5 (OV5-P) cells growing in a Petri dish exhibited a heterogeneous morphology (Fig. 1A, “2D”). Two major cell types were recognized: epithelium-like cells that formed compact islets, and mesenchymal-like cells that grew in a scattered pattern. When cultured in 3D Matrigel (Fig. 1A, “3D”), epithelium-like cells generated hollow acini, and mesenchymal-like cells formed grape-like aggregates. We isolated three epithelial (OV5-E1, OV5-E2, and OV5-E3) and three mesenchymal (OV5-M1, OV5-M2, and OV5-M3) clones on the basis of their phenotype on Matrigel. The clones maintained their original phenotype on cell passage (Fig. 1 B and C). Immunofluorescent staining with anti-epithelial cadherin (E-cadherin) antibody indicated that epithelial clones had intact adherens junctions, which was not the case for the mesenchymal clones (Fig. 1D). The mesenchymal phenotype of mesenchymal clones was further confirmed by high levels of ZEB-1 and vimentin protein (Fig. 1E). Mesenchymal clones were more invasive than epithelial clones, as shown by an in vitro invasion assay (Fig. 1F). Despite their distinct phenotypes, all epithelial and mesenchymal clones displayed an identical DNA fingerprint pattern, indicating their common origin (SI Appendix, Table S1). Spectral karyotyping (SKY) analysis indicated that both epithelial and mesenchymal clones shared several derivative chromosomes with their parental OV5-P cells, which further proved their common origin (SI Appendix, Table S2 and Fig. S2). Although the karyotypes among the three epithelial clones or among the mesenchymal clones were similar, numerous chromosomal changes were observed between the two different types.

Fig. 1.

Fig. 1.

Isolation and characterization of epithelial and mesenchymal clones from OVCAR5 cells. (A) Morphology of OVCAR5 cells cultured in a Petri dish (2D) or in 3D Matrigel (3D). (B) Isolated epithelial and mesenchymal clones maintained their morphology after cell passage in a Petri dish. (C) Morphology of epithelial and mesenchymal clones cultured in Matrigel. (D) Immunofluorescent staining with anti–E-cadherin antibody showing adherent junctions in epithelial, but not in mesenchymal, clones. (E) Western blot assay showing that epithelial and mesenchymal markers partitioned between the epithelial and mesenchymal clones, respectively. (F) Mesenchymal clones were highly invasive, as assayed in Matrigel chambers. (G) Diagram showing the pedigree of clones derived from OV5-P. (H) Characterization of mesenchymal variants from epithelial clone OV5-E1. (Top) Morphology when cells were cultured in Petri dishes. (Bottom) Immunohistochemical staining showing the loss of E-cadherin in mesenchymal variants. (I) Western blot assay showing partition of epithelial and mesenchymal markers between OV5-E1 and its mesenchymal variants. (J) FISH analysis with a probe covering the CDH1 gene. The numbers under each panel indicate percentage of interphase cells that contained signals shown in the images.

Although the epithelial clones exhibited a highly homogeneous phenotype, rare mesenchymal-like cells were observed during clonal expansion. We isolated three of these phenotypic variants from the OV5-E1 clone (Fig. 1G) on the basis of their grape-like morphology in 3D culture. The variants were termed OV5-E1M1, OV5-E1M2, and OV5-E1M3, with “OV5-E1” referring their origin and “M” to their acquired mesenchymal phenotypes. All the mesenchymal variants grew in a scattered pattern with the loss of E-cadherin in immunofluorescent staining (Fig. 1H), as well as a gain of ZEB1 in Western blot analysis (Fig. 1I).

To evaluate the role of CIN in generating these mesenchymal variants, we used fluorescence in situ hybridization (FISH) analysis with a probe covering the E-cadherin gene (CDH1). All the epithelial clones (OV5-E1, OV5-E2, and OV5-E3) contained three copies of 16q, whereas two of the three M clones (OV5-M1 and OV5-M2) contained two copies of that arm (Fig. 1J and SI Appendix, Table S3). Importantly, two of the three mesenchymal variants (E1M1 and E1M3) that derived from OV5-E1 showed a decreased copy number of CDH1, suggesting a role of 16q loss in the down-regulation of E-cadherin and the generation of mesenchymal variants.

Although the mesenchymal clones exhibited nearly homogeneous morphology when cultured in Petri dishes, small epithelial-cell-like clusters were occasionally noticed. We reasoned that the single-cell-derived mesenchymal cell population might have generated epithelial variants during cell division. Taking advantage of the differential sensitivity to trypsinization between epithelial and mesenchymal cells, we enriched the epithelial variants by continuingly culturing cells to confluence and then removing the mesenchymal cells with controlled trypsinization. Thus, we obtained two cell populations: OV5-E1M1E from OV5-E1M1, and OV5-M2E from OV5-M2 (Fig. 2A). Epithelial cells were dominant in both populations, as shown by the dramatic down-regulation of ZEB1 and up-regulation of E-cadherin (Fig. 2 B and C). FISH analysis with probes covering CDH1 gene on 16q indicated that 100% of OV5-E1M1E and OV5-M2E cells contained two copies of 16q, which was the same as their parental cells. This result excluded the possibility that the up-regulation of E-cadherin in the epithelial revertants was through regain of 16q (SI Appendix, Table S3).

Fig. 2.

Fig. 2.

Loss of 10p in generating epithelial revertants from clonal mesenchymal cells. (A) Morphology of epithelial revertants cultured in a Petri dish. (B) Real-time RT-PCR and/or Western blot assay showing loss of ZEB1 and gain of E-cadherin in epithelial revertants. (C) Membranous E-cadherin staining in epithelial revertants. (D) Epithelial morphology in OV5-E1M1 and OV5-M2 cells treated with siRNA to ZEB1 (Zeb1-si1). (E) Western blotting showing E-cadherin induction after ZEB1 knock-down with siRNA in OV5-E1M1 and OV5-M2 cells. Cells were treated with control siRNA (Control) or two siRNA against ZEB1 (Zeb1-si1 and Zeb1-si2). (F) FISH analysis for copy number of the ZEB1 gene on 10p11.2. (G) SKY assay on epithelial revertants and their parental cells; representative karyotypes are shown. Variations of chr10 from 20 metaphases are depicted in red frames below the karyotypes. Numbers in parentheses indicate the incidences of the above chr10 pattern in 20 karyotypes. Metaphase FISH was performed to confirm head-to-head fusion of two 10q’s in OV5-E1M1E, and the identities of der containing chr10 in OV5-M2E cells (Bottom red frame). FISH probe on 10q25.3 was labeled with red color. Probe on 10p11.2 for OV5-E1M1E and 10p15.1 for OV5-M2E were labeled with green.

The ZEB1 gene, located at 10p11.2, codes for a protein that is a transcriptional repressor of E-cadherin (21, 22). Knocking-down of ZEB1 with siRNA induced an epithelial morphology with a dramatic increase of E-cadherin protein in both OV5-E1M1 and OV5-M2 cells, indicating that down-regulation of ZEB1 was sufficient to drive the epithelial phenotype (Fig. 2 D and E). Therefore, we tested whether the generation of epithelial phenotype was driven by loss of 10p. FISH analysis showed that 92.5% of OV5-E1M1E cells and 75% of OV5-M2E cells contained one copy of 10p, which is one copy less than their parental cells (Fig. 2F and SI Appendix, Table S4). SKY assay revealed that OV5-E1M1 cells contained two copies of full chromosome10, whereas OV5-E1M1E cells had one copy of full chr10 and one copy of a derivative chromosome that contained only 10q (Fig. 2G). In half of the cases, the derivative chromosome was i(10)(q10), which resulted from head-to-head fusion of two 10q’s. In the other half, a copy of 10q was joined to various other chromosome segments including 22q, 20q, 3p/q(pter-q21), 19p, der(2;15)(p10;q10), and 14q (Fig. 2G). OV5-M2E also lost one copy of 10p, but 10q invariably translocated to 7q in all 20 of the cells analyzed. The fact that both revertants lost 10p, but reserved 10q in various different ways, suggested that genes on 10p were pivotal for maintaining a mesenchymal phenotype, whereas the genes on 10q might be essential for an epithelial phenotype or cell survival. Therefore, chromosome breakage and rearrangement makes it possible to eliminate a smaller chromosomal region containing target gene or genes through chromosome loss. Importantly, all the OV5-E1M1E cells retained a copy of der(21)t(1;21;11;13)(p11;p11.1q22;q13q25;q11), which was unique to OV5-E1M1. Similarly, OV5-M2E and OV5-M2 shared unique i(8)(q10) and der(16)t(13;16)(q22;q11.2) derivative chromosomes and presented almost identical karyotypes except for chromosomal changes that involved chr10 and chr7 (Fig. 2G). These observations confirmed that OV5-E1M1E and OV5-M2E were the progeny of OV5-E1M1 and OV5-M2, respectively. Together, these results demonstrated that OV5-E1M1 and OV5-M2 cells generated epithelial revertants by selectively eliminating 10p.

To seek another paradigm for CIN determination of the metastatic phenotype, we studied DU145, a prostate carcinoma cell line that has a heterogeneous phenotype when cultured in Petri dishes (SI Appendix, Fig. S2). Parental DU145 cells formed hollow acinar structures or loose cell aggregates when cultured in 3D Matrigel. In the presence of hepatocyte growth factor/scatter factor (HGF/SF), the loose cell aggregates formed branching structures, which are more easily distinguishable from acini. We therefore isolated an acini-forming clone (DU-E) and a branch-forming clone (DU-M) on the basis of their morphology in 3D culture in the presence of HGF/SF. From the DU-E population, we further isolated three branching clones (DU-EMn) that maintained a branching phenotype after multiple cell passages (Fig. 3A). DU-E displayed a high level of E-cadherin as well as other IJ proteins, which are markers for an epithelial phenotype (Fig. 3 B and C and SI Appendix, Fig. S2). These epithelial markers were decreased dramatically in DU-M and DU-EMn cells. Both DU-M and DU-EMn clones were more invasive than DU-E cells (Fig. 3D).

Fig. 3.

Fig. 3.

Phenotypic characterizations of clones from DU145 cells (A) Branching morphogenesis assay. Cells cultured in 3D were stained with calcerin-AM and observed by confocal microscopy. (B) Western blotting showing the down-regulation of intercellular junction proteins in cells with a mesenchymal phenotype. (C) Immunofluorescence staining showing the loss of adherent junctions and tight junctions in mesenchymal clones; the counterstain was Hoechst 33342. (D) Invasion results in Matrigel chamber assay. (E) Comparative genomic hybridization and comparative genomics microarray analysis showing chromosome dosage and chromosome transcriptome changes (log2 transformed chromosome transcriptome ratio between indicated clones and DU-E); blue, decrease; red, increase. (F) Chromosome content changes in DU-E, DU-M, and DU-EM1–3 cells. The chromosomes or der chromosomes that contain the indicated chromosome content are listed. Loss of 1q, 4p, 6p, 14q, and 18p/q plus gain of 3q in mesenchymal clones resulted from complicated chromosome changes. (G) Knocking down of intercellular junction proteins in DU-E cells induced mesenchymal phenotype. Cells were treated with a control siRNA (NC), or a combination of siRNAs to CGN, DSP, DSC2, and DSG2 (IJ). Down-regulation of E-cadherin protein was detected with Western blotting. (H) Immunofluorescence staining showing the loss of E-cadherin and cytoplasmic translocation of ZO-1 at 48 h after transfection with siRNA to CGN, DSP, DSC2, and DSG2 (IJ).

A FISH assay indicated that the copy number of 16q22 did not decrease in DU-M or DU-EM cells (SI Appendix, Table S5). To determine whether changes in chromosomes harboring other IJ genes could be involved in phenotype determination, we performed comparative genomic hybridization on DU-M and DU-EMn cells, using DU-E cells as a reference (Fig. 3E). Significant decreases of 1q, 4p, 6p, 14q, and 18p/q were detected in DU-EMn cells. Comparative genomics microarray analysis indicated that the chromosome content changes closely correlated with chromosome transcriptome changes (Fig. 3E), which was consistent with our previous report (23). These transcriptome changes were barely detected in DU-EE clones, suggesting that the changes were relevant to a mesenchymal phenotype. A SKY assay indicated that decreases of 1q, 4p, 6p, 14q, and 18p/q resulted from the loss of der(1)t(1;4)(p11;p11);der(6;16)(q11;p11.2) and der(18)t(14;18)(q13;q12), which was observed in DU-E (but not in DU-EMn) cells (Fig. 3F and SI Appendix, Tables S6–S9 for detailed calculation of chromosome content changes). Nonetheless, DU-E and DU-EMn cells shared der(13)t(1;8;13;1;19), der(8)t(7;8)(p11.1;p11.1), and del(15), which were not found in the DU-M and parental DU145 cells, indicating the lineage relation between DU-E and DU-EMn cells (SI Appendix, Table S8).

Chromosome copy number changes dramatically influenced the expression of their resident genes: 18 of the 19 significantly altered genes changed expression in accord with the change in their host chromosome (SI Appendix, Tables S10 and S11). Down-regulation of six IJ genes, including CDH1 (E-cadherin), CGN (cingulin), CLDN7 (claudin7), DSP (desmoplakin), DSC2 (desmocollin2), and DSG2 (desmoglein2), were found in DU-M and DU-EMn clones (Fig. 3B and SI Appendix, Fig. S3 and Table S10). Four of these genes were on chromosomes having copy number decreases (SI Appendix, Table S12). Although the copy number of the CDH1 gene did not decrease, vigorous rearrangement occurred between 16q and various other chromosomes (SI Appendix, Fig. S4). To confirm that the chromosome-loss-associated down-regulation of IJ proteins contributed to the generation of DU-EMn clones from DU-E, we knocked down the expression of CGN, DSP, DSC2, and DSG2 in DU-E, using a combination of siRNAs to each gene (Fig. 3G). Cells treated with siRNA exhibited disrupted tight junctions and adherens junctions, as indicated by the cytoplasmic location of ZO1 and the decrease of E-cadherin protein (Fig. 3H). These results suggest the loss of chromosomes harboring IJ genes can be a mechanism for generating a mesenchymal phenotype.

Unlike with OV5-P cells, the in vitro selection of epithelial variants from DU145 mesenchymal clones was not feasible, partly because of the similar sensitivity to trypsinization between epithelial and mesenchymal clones. The fact that metastatic tumors frequently have an epithelial phenotype suggests epithelial cells may have a growth advantage. We tested whether the isolated DU-M and DU-EM1 cells switched to an epithelial phenotype through tumorigenesis when inoculated s.c. into SCID mice. From tumor xenografts of these two lines, we established the cell lines DU-MET1 and DU-EM1ET1 (Fig. 4A). Both cells exhibited a predominantly epithelial phenotype, as judged by their morphology in 3D culture (Fig. 4B) and their expression of E-cadherin (Fig. 4C). SKY analysis revealed nearly identical karyotypes between DU-M and DU-MET1 (Fig. 4D and SI Appendix, Tables S13 and S14). However, all DU-MET1 cells contained three copies of 5q, whereas chr5 alterations in DU-M were highly diverse, showing seven different karyotypic patterns in 10 cells (Fig. 4D), and eight of these 10 cells contained one or two copies of 5q. We further performed FISH analysis on a mixture of eight cell lines established from tumor xenografts of DU-M (SI Appendix, Fig. S5) and found that 79.5% of cells contained three or more copies of 5q, confirming that selection of cells with more copies of 5q was a common event during tumorigenesis of DU-M.

Fig. 4.

Fig. 4.

Chromosome changes in generating an epithelial phenotype through tumorigenesis (A) Strategies for isolating DU-M and DU-EM1–3 mesenchymal clones through 3D culture, and subsequent phenotypic switching of DU-M and DU-EM1 in tumor xenografting. 3D, clones isolated from 3D culture; Tu, sublines from tumor xenografts. (B) Loss of branching morphogenesis in epithelial revertants. (C) Immunofluorescent staining with anti–E-cadherin antibody showing return of adherent junctions in revertants. (D) Gain of 5q in DU-MET1 relative to DU-M cells. (Left) Representative pseudocolor SKY images of DU-M and DU-MET1 cells showing their highly related karyotypes. (Right) Variations of chr5 in DU-M and DU-MET1. Numbers in parenthesis indicate incidence of each karyotype in 10 metaphases. (E) Gain of 5q drives epithelial phenotype by up-regulating key genes. DU-MET1 cells were transfected with siRNA to occludin, Kibra, CXXC5, or a combination of the three (combo). Cells were also transfected with siRNA to E-cadherin as positive control. Loss of epithelial phenotype upon siRNA transfection was monitored by E-cadherin expression, as revealed by Western blotting. (F) Loss of 10p in DU-EM1ET1 relative to DU-EM1; red, FISH signals on 10p11.2 that covers the ZEB1 gene. (G) Knocking down of ZEB1 converts DU-EM1 cells to an epithelial phenotype.

Transcriptome analysis identified 14 genes on 5q that were up-regulated in DU-MET1 cells and no genes that were down-regulated (SI Appendix, Table S15). The OCLN gene, which encodes occludin, a main component of tight junctions, was the only IJ gene. The gain in 5q was also associated with the up-regulation of kidney and brain protein (KIBRA) (5q34), an activator of SAV1 that is part of the SWH inhibitor complex of β-catenin (24, 25). Also up-regulated was CXXC finger protein 5 (CXXC5) (5q31.2), which inhibits β-catenin (26). Because the role of β-catenin in cell invasion is well established, up-regulation of KIBRA and CXXC5 might also contribute to the epithelial phenotype of DU-MET1. We therefore examined the effects of siRNA knock-down of OCLN, KIBRA, and CXXC5 on the phenotype of DU-MET1 cells. Our results showed that knocking-down of OCLN triggered a significant down-regulation of E-cadherin, and that this was true for KIBRA and CXXC5, to a lesser extent (Fig. 4E).

The DU-EM1 clone and its derivative DU-EM1ET1 showed a major difference in chr10: DU-EM1 cells possessed two copies of chr10 per metaphase, whereas DU-EM1ET1 contained one full chr10 and one copy of der(10;16)(p11.2; p11.2) (Fig. 4F and SI Appendix, Table S16). Because der(10;16)(p11.2; p11.2) comprises 10q and 16q, DU-EM1ET1 lost one copy of 10p relative to DU-EM1. Expression array analysis revealed that two genes in the 10p region were significantly altered in DU-EM1ET1 relative to DU-EM1: ZEB1 and SFMBT2 were both down-regulated (SI Appendix, Table S17), correlating with the reduction in 10p chromosome dosage. To confirm that 10p loss in DU-EM1ET1 contributed to an epithelial phenotype, we treated DU-EM1 cells with siRNA against ZEB1 and found a dramatic increase of E-cadherin protein (Fig. 4G). These results showed that, as in OV5 cells, 10p loss also played a causal role in generating the epithelial phenotype of DU-EM1ET1 cells.

Taken together, our results demonstrate that tumor cells undergo constant structural and numerical chromosomal changes that lead to karyotype diversity in a clonal cell population. In epithelial cells, the loss of chromosome segments harboring genes encoding IJ proteins results in down-regulation of IJ proteins and the generation of mesenchymal variants that facilitate tumor dissemination. Subsequently, loss of chromosome fragments carrying transcriptional repressor of IJ proteins, such as ZEB1 in disseminated mesenchymal cells, leads to generation of epithelial variants that can be selected for in appropriate environments to generate metastatic colonization. Thus, the sequential phenotypic changes during tumor metastasis can be a process of Darwinian selection of phenotypic variants generated by chromosome instability.

Materials and Methods

Cell Lines and Reagents.

OVCAR5 and DU145 cells were obtained from the National Cancer Institute. The authenticity of the cell lines was proved by karyotyping. Unless specifically indicated, cells were cultured in RPMI medium supplemented with 5% (vol/vol) FBS (Invitrogen). Mouse anti–E-cadherin (HECD-1), rabbit anti-desmoplakin, mouse anti-desmoglein (3G132), and mouse anti–β-actin (AC-15) antibodies were purchased from Abcam. Mouse anti–γ-tubulin was from Sigma-Aldrich. Mouse anti-desmocollin2/3 and rabbit anti–ZO-1 were from Invitrogen. Antibody against ZEB1 (H-102), as well as horseradish peroxidase-conjugated goat anti-mouse or anti-rabbit secondary antibodies, were from Santa Cruz Biotechnology.

3D Cell Culture and Phenotype-Based Subcloning.

Cells were collected by trypsinization and suspended in culture medium at a concentration of 5,000 cells/mL Fifty microliters of cell suspension was mixed with an equal volume of Matrigel (BD Bioscience) and placed into 96-well plates. After 30 min incubation at 37 °C, cells were grown on regular culture medium for 5–7 d to allow the formation of acini or grape-like aggregates. For isolation of epithelial or mesenchymal clones from OVCAR-5, cells suspended in culture medium at low density were mixed with equal volume of Matrigel and seeded into 6-cm Petri dishes. For isolation of acini or branching structures from DU145, cells were cultured in 3D in the presence of HGF/SF (100 ng/mL). Acini and branching or grape-like aggregates growing in 3D Matrigel were selected and isolated. Cells derived from individual acini or aggregates were diluted to 5 cells/mL and seeded in 96-well plates. Wells containing single cells were marked and expanded to obtain clones.

Supplementary Material

Supplementary File

Acknowledgments

We thank Kay Koo for administrative support and David Nadziejka for technical editing of the manuscript. This work was supported by the Jay and Betty Van Andel Foundation. The funders had no role in study design, data collection, or manuscript preparation.

Footnotes

The authors declare no conflict of interest.

This article contains supporting information online at www.pnas.org/lookup/suppl/doi:10.1073/pnas.1618215113/-/DCSupplemental.

References

  • 1.Pellman D. Cell biology: Aneuploidy and cancer. Nature. 2007;446(7131):38–39. doi: 10.1038/446038a. [DOI] [PubMed] [Google Scholar]
  • 2.Lengauer C, Kinzler KW, Vogelstein B. Genetic instabilities in human cancers. Nature. 1998;396(6712):643–649. doi: 10.1038/25292. [DOI] [PubMed] [Google Scholar]
  • 3.Mitelman F, Heim S. Chromosome abnormalities in cancer. Cancer Detect Prev. 1990;14(5):527–537. [PubMed] [Google Scholar]
  • 4.Greaves M, Maley CC. Clonal evolution in cancer. Nature. 2012;481(7381):306–313. doi: 10.1038/nature10762. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 5.Nicholson JM, Cimini D. Cancer karyotypes: Survival of the fittest. Front Oncol. 2013;3:148. doi: 10.3389/fonc.2013.00148. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6.Thompson SL, Bakhoum SF, Compton DA. Mechanisms of chromosomal instability. Curr Biol. 2010;20(6):R285–R295. doi: 10.1016/j.cub.2010.01.034. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7.Liu P, et al. Chromosome catastrophes involve replication mechanisms generating complex genomic rearrangements. Cell. 2011;146(6):889–903. doi: 10.1016/j.cell.2011.07.042. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 8.Beroukhim R, et al. The landscape of somatic copy-number alteration across human cancers. Nature. 2010;463(7283):899–905. doi: 10.1038/nature08822. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 9.Campbell PJ, et al. The patterns and dynamics of genomic instability in metastatic pancreatic cancer. Nature. 2010;467(7319):1109–1113. doi: 10.1038/nature09460. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10.Gundem G, et al. ICGC Prostate UK Group The evolutionary history of lethal metastatic prostate cancer. Nature. 2015;520(7547):353–357. doi: 10.1038/nature14347. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11.Nik-Zainal S, et al. Breast Cancer Working Group of the International Cancer Genome Consortium The life history of 21 breast cancers. Cell. 2012;149(5):994–1007. doi: 10.1016/j.cell.2012.04.023. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 12.Turajlic S, Swanton C. Metastasis as an evolutionary process. Science. 2016;352(6282):169–175. doi: 10.1126/science.aaf2784. [DOI] [PubMed] [Google Scholar]
  • 13.Gordon DJ, Resio B, Pellman D. Causes and consequences of aneuploidy in cancer. Nat Rev Genet. 2012;13(3):189–203. doi: 10.1038/nrg3123. [DOI] [PubMed] [Google Scholar]
  • 14.Duesberg P, Li R, Fabarius A, Hehlmann R. Aneuploidy and cancer: From correlation to causation. Contrib Microbiol. 2006;13:16–44. doi: 10.1159/000092963. [DOI] [PubMed] [Google Scholar]
  • 15.Heng HH, et al. Stochastic cancer progression driven by non-clonal chromosome aberrations. J Cell Physiol. 2006;208(2):461–472. doi: 10.1002/jcp.20685. [DOI] [PubMed] [Google Scholar]
  • 16.Nowell PC. The clonal evolution of tumor cell populations. Science. 1976;194(4260):23–28. doi: 10.1126/science.959840. [DOI] [PubMed] [Google Scholar]
  • 17.Ried T, et al. The consequences of chromosomal aneuploidy on the transcriptome of cancer cells. Biochim Biophys Acta. 2012;1819(7):784–793. doi: 10.1016/j.bbagrm.2012.02.020. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 18.Brabletz T. To differentiate or not--routes towards metastasis. Nat Rev Cancer. 2012;12(6):425–436. doi: 10.1038/nrc3265. [DOI] [PubMed] [Google Scholar]
  • 19.Shackleton M, Quintana E, Fearon ER, Morrison SJ. Heterogeneity in cancer: Cancer stem cells versus clonal evolution. Cell. 2009;138(5):822–829. doi: 10.1016/j.cell.2009.08.017. [DOI] [PubMed] [Google Scholar]
  • 20.Rosenberg SM, Queitsch C. Medicine. Combating evolution to fight disease. Science. 2014;343(6175):1088–1089. doi: 10.1126/science.1247472. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 21.Guaita S, et al. Snail induction of epithelial to mesenchymal transition in tumor cells is accompanied by MUC1 repression and ZEB1 expression. J Biol Chem. 2002;277(42):39209–39216. doi: 10.1074/jbc.M206400200. [DOI] [PubMed] [Google Scholar]
  • 22.Eger A, et al. DeltaEF1 is a transcriptional repressor of E-cadherin and regulates epithelial plasticity in breast cancer cells. Oncogene. 2005;24(14):2375–2385. doi: 10.1038/sj.onc.1208429. [DOI] [PubMed] [Google Scholar]
  • 23.Gao C, et al. Chromosome instability, chromosome transcriptome, and clonal evolution of tumor cell populations. Proc Natl Acad Sci USA. 2007;104(21):8995–9000. doi: 10.1073/pnas.0700631104. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 24.Yu J, et al. Kibra functions as a tumor suppressor protein that regulates Hippo signaling in conjunction with Merlin and Expanded. Dev Cell. 2010;18(2):288–299. doi: 10.1016/j.devcel.2009.12.012. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 25.Genevet A, Wehr MC, Brain R, Thompson BJ, Tapon N. Kibra is a regulator of the Salvador/Warts/Hippo signaling network. Dev Cell. 2010;18(2):300–308. doi: 10.1016/j.devcel.2009.12.011. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 26.Andersson T, et al. CXXC5 is a novel BMP4-regulated modulator of Wnt signaling in neural stem cells. J Biol Chem. 2009;284(6):3672–3681. doi: 10.1074/jbc.M808119200. [DOI] [PubMed] [Google Scholar]

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