Tumors may be initiated and maintained by a cellular subcomponent that displays stem cell properties. We have used the expression of aldehyde dehydrogenase as assessed by the ALDEFLUOR assay to isolate and characterize cancer stem cell (CSC) populations in 33 cell lines derived from normal and malignant mammary tissue. Twenty-three of the 33 cell lines contained an ALDEFLUOR-positive population that displayed stem cell properties in vitro and in NOD/SCID xenografts. Gene expression profiling identified a 413-gene CSC profile that included genes known to play a role in stem cell function, as well as genes such as CXCR1/IL-8RA not previously known to play such a role. Recombinant interleukin-8 (IL-8) increased mammosphere formation and the ALDEFLUOR-positive population in breast cancer cell lines. Finally, we show that ALDEFLUOR-positive cells are responsible for mediating metastasis. These studies confirm the hierarchical organization of immortalized cell lines, establish techniques that can facilitate the characterization of regulatory pathways of CSCs, and identify potential stem cell markers and therapeutic targets. [Cancer Res 2009;69(4):1302–13]
- cancer stem cells
- cell line
- breast cancer
The evolution of a normal cell into a fully transformed one requires the deregulation of multiple cellular processes ( 1, 2). According to classic models of carcinogenesis, these events can occur in any cell. In contrast, the cancer stem cell (CSC) hypothesis holds that the preferential targets of oncogenic transformation are tissue stem or early progenitor cells that have acquired self-renewal potential ( 3– 6). These tumor-initiating cells or CSCs, in turn, are characterized by their ability to undergo self-renewal, a process that drives tumorigenesis and differentiation, which contributes to tumor cellular heterogeneity. Recent evidence supporting the CSC hypothesis has been generated using xenografts of primary human tumors. These studies have suggested that tumors are composed of a cellular hierarchy driven by the CSC component. In addition, recent data suggest that immortalized cell lines derived from both murine and human tissues may also contain a cellular population displaying stem cell properties. Most of these studies have been based on in vitro properties, including clonogenic potential, sphere formation, and multilineage differentiation potential ( 7– 10). More limited studies using functional transplantation of immortalized cell lines in xenografts have also suggested the existence of such a hierarchy. These studies have generally used Hoechst dye exclusion to identify the so-called side population (SP; refs. 7, 9, 11). In addition, cell surface markers defined using primary tumor xenografts, such as CD44 and CD133, have also been used to identify similar populations in established cell lines ( 7, 8). However, the limitations of these techniques have precluded their application across a wide variety of cell lines representing the molecular heterogeneity of tumors such as breast cancer. In addition, a crucial question remains as to whether the stem cell components of cell lines represent a valid model for CSC biology.
To provide more definitive evidence for the existence of CSC populations within breast cancer cell lines, we have studied the expression of the stem cell marker aldehyde dehydrogenase (ALDH) in a series of 33 cell lines derived from human breast cancers and nontransformed breast cells. ALDH is a detoxifying enzyme responsible for the oxidation of intracellular aldehydes and is thought to play a role in stem cell differentiation through metabolism of retinal to retinoic acid ( 12). ALDH activity, as assessed by the fluorescent ALDEFLUOR assay, has been successfully used to isolate CSCs in multiple myeloma and acute myeloid leukemia, as well as from brain tumors ( 13, 14). We recently showed that ALDH activity can be used to isolate a subpopulation of cells that display stem cell properties from normal human breast tissue and breast carcinomas ( 15). We now show that the majority of breast cancer cell lines contain an ALDEFLUOR-positive population with a distinct molecular profile that displays CSC properties. These studies have important implications for the interpretation of data using cell lines and suggest that these lines may be useful for elucidating CSC regulatory pathways.
Materials and Methods
Cell culture. Breast cell lines (BCL) were obtained from American Type Culture Collection 5 or from collections developed in the laboratories of Drs. S. Ethier 6 (SUM44, SUM52, SUM149, SUM159, SUM185, SUM190, SUM225, SUM229), V.J. Möbus (BrCa-MZ-01), and V. Catros (S68). All BCLs tested were derived from carcinomas, except for MCF10A, which is derived from fibrocystic disease, and the HMEC-derived 184A1, which was derived from normal mammary tissue. The cell lines were grown using the recommended culture conditions (Supplementary Table S1). All experiments were done with subconfluent cells in the exponential phase of growth.
ALDEFLUOR assay and separation of the ALDH-positive population by fluorescence-activated cell sorting. ALDH activity was assessed in 33 BCLs representing the main molecular subtypes of human breast cancer. The ALDEFLUOR kit (StemCell Technologies) was used to isolate the population with high ALDH enzymatic activity using a FACStarPLUS (Becton Dickinson), as previously described ( 15). Briefly, cells were incubated in ALDEFLUOR assay buffer containing ALDH substrate (1 μmol/L per 1 × 106 cells). In each experiment, a sample of cells was stained under identical conditions with 50 mmol/L of diethylaminobenzaldehyde, a specific ALDH inhibitor, as negative control. The sorting gates were established using propidium iodide–stained cells for viability. Before RNA profiling or NOD/SCID mice injection, the purity of sorted populations was checked using double sorting of 10,000 ALDEFLUOR-positive and ALDEFLUOR-negative cells in BrCa-MZ-01 and SUM159 cell lines. For both cell lines, sorted ALDEFLUOR-positive populations contained >98% of ALDEFLUOR-positive cells and no ALDEFLUOR-positive cells were detected in the ALDEFLUOR-negative population.
Tumorigenicity in NOD/SCID mice. Tumorigenicity of ALDELFUOR-positive, ALDELFUOR-negative, and unseparated SUM159, MDA-MB-453, and BrCa-MZ-01 cells was assessed in NOD/SCID mice. Fat pads were prepared as described ( 15).
Anchorage-independent culture. ALDEFLUOR-positive, ALDELFUOR-negative, and unseparated cells from 184A1, SUM149, and SUM159 were plated as single cells in ultralow attachment plates (Corning) at low density (5,000 viable cells/mL). Cells were grown in serum-free mammary epithelial basal medium (Cambrex Bio Science) for 3 to 7 d, as described ( 16). The capacity of cells to form spheres was quantified after treatment with different doses of interleukin-8 (IL-8; GenWay Biotech) added to the medium.
RNA extraction. Total RNA was extracted from frozen ALDEFLUOR-positive and ALDEFLUOR-negative cells using DNA/RNA All Prep Maxi kit, according to the manufacturer's instructions (Qiagen, Sample & Assay Technologies). Eight BCLs were used for transcriptional analysis: 184A1, BrCa-MZ-01, HCC1954, MDA-MB-231, MDA-MB-453, SK-BR-7, SUM149, and SUM159. RNA integrity was controlled by denaturing formaldehyde agarose gel electrophoresis and microanalysis (Agilent Bioanalyzer).
Gene expression profiling with DNA microarrays. Gene expression analyses used Affymetrix U133 Plus 2.0 human oligonucleotide microarrays containing over 47,000 transcripts and variants, including 38,500 well-characterized human genes. Preparation of cRNA, hybridizations, washes, and detection were done as recommended by the supplier. 7 Expression data were analyzed by the robust multichip average (RMA) method in R using Bioconductor and associated packages ( 17), as described ( 18). RMA did background adjustment, quantile normalization, and summarization of 11 oligonucleotides per gene.
Before analysis, a filtering process removed from the data set genes with low and poorly measured expression as defined by expression value inferior to 100 units in all the 16 samples, retaining 25,285 genes/ESTs. A second filter, based on the intensity of SD, was applied for unsupervised analyses to exclude genes showing low expression variation across the analyses. SD was calculated on log2-transformed data, in which lowest values were first floored to a minimal value of 100 units, i.e., the background intensity, retaining 13,550 genes/ESTs with SD superior to 0.5. An unsupervised analysis was done on 16 ALDEFLUOR-positive and ALDEFLUOR-negative cells on 13,550 genes. Before hierarchical clustering, filtered data were log2-transformed and submitted to the Cluster program ( 19) using data median-centered on genes, Pearson correlation as similarity metric, and centroid linkage clustering. Results were displayed using the TreeView program ( 19). To identify and rank genes discriminating ALDEFLUOR-positive and ALDEFLUOR-negative populations, a Mann-Whitney U test was applied to the 25,285 genes/ESTs and false discovery rate (FDR) was used to correct the multiple testing hypothesis (see Supplementary Table S2 for complete data set). The classification power of the discriminator signature was illustrated by classifying samples by hierarchical clustering. A leave-one-out cross-validation (LOOCV) was applied to estimate the accuracy of prediction of the identified molecular signatures and the validity of supervised analysis; each sample was excluded one by one and classified with the linear discriminant analysis ( 20) by using model defined on the nonexcluded samples.
Real-time reverse transcription–PCR. After ALDEFLUOR-positive and ALDEFLUOR-negative populations from different cell lines were sorted, total RNA was isolated using RNeasy Mini kit (QIAGEN) and used for real-time quantitative reverse transcription–PCR (qRT-PCR) assays in an ABI PRISM 7900HT sequence detection system with 384-well block module and automation accessory (Applied Biosystems). Primers and probes for the Taqman system were selected from the Applied Biosystems website. 8 The sequences of the PCR primer pairs and fluorogenic probes used are available on the Applied Biosystems website (CXCR1 assay ID: Hs_00174146_mi, FBXO21 assay ID: Hs_00372141_mi, NFYA assay ID: Hs_00953589_mi, NOTCH2 assay ID: Hs_01050719_mi, RAD51L1 assay ID: Hs00172522_mi, TBP assay ID: Hs_00427620_mi). The relative expression mRNA level of CXCR1, FBXO21, NFYA, NOTCH2, RAD51L1 was computed with respect to the internal standard TBP gene to normalize for variations in the quality of RNA and the amount of input cDNA, as described previously ( 21).
Invasion assay. Assays were done in triplicate in transwell chambers with 8-μm pore polycarbonate filter inserts for 12-well plates (Corning). Filters were coated with 30 μL of ice-cold 1:6 basement membrane extract (Matrigel, BD Bioscience) in DMEM/F12 incubated 1 h at 37°C. Cells were added to the upper chamber in 200 μL of serum-free medium. For the invasion assay, 5,000 cells were seeded on the Matrigel-coated filters and the lower chamber was filled with 600 μL of medium supplemented with 10% human serum (Cambrex) or with 600 μL of serum-free medium supplemented with IL-8 (100 ng/mL). After 48 h of incubation, the cells on the underside of the filter were counted using light microscopy. Relative invasion was normalized to the unseparated corresponding cell lines under serum condition.
Lentivirus infection. For luciferase gene transduction, 70% confluent cells from HCC1954, MDA-MB-453, and SUM159 were incubated overnight with a 1:3 precipitated mixture of lentiviral supernatants Lenti-LUC-VSVG (Vector Core) in culture medium. On the following day, the cells were harvested by trypsin/EDTA and subcultured at a ratio of 1:6. After 1 wk of incubation, cells were sorted according to the ALDEFLUOR phenotype, and luciferase expression was verified in each sorted population (ALDEFLUOR-positive and ALDEFLUOR-negative) by adding 2 μL d-luciferin 0.0003% (Promega) in the culture medium and counting photon flux by device camera system (Xenogen; Supplementary Fig. S1).
Intracardiac inoculation. Six-week-old NOD/SCID mice were anesthetized with 2% isofluorane/air mixture and injected in the left ventricle of the heart with 100,000 cells in 100 μL of sterile Dulbecco's PBS lacking Ca2+ and Mg2+. For each of the three cell lines (HCC1954, MDA-MB-453, SUM159) and for each population (ALDEFLUOR-positive, ALDEFLUOR-negative, and unsorted), three animals were injected.
Bioluminescence detection. Baseline bioluminescence was assessed before inoculation and each week thereafter inoculations. Mice were anesthetized with a 2% isofluorane/air mixture and given a single i.p. dose of 150 mg/kg d-luciferin (Promega) in PBS. For photon flux counting, we used a charge-coupled device camera system (Xenogen) with a nose-cone isofluorane delivery system and heated stage for maintaining body temperature. Results were analyzed after 2 to 12 min of exposure using Living Image software provided with the Xenogen imaging system. Signal intensity was quantified as the sum of all detected photon flux counts within a uniform region of interest manually placed during data postprocessing. Normalized photon flux represents the ratio of the photon flux detected each week after inoculations and the photon flux detected before inoculation.
Statistical analysis. Results are presented as the mean ± SD for at least three repeated individual experiments for each group. Statistical analyses used the SPSS software (version 10.0.5). Correlations between sample groups and molecular variables were calculated with the Fisher's exact test or the one-way ANOVA for independent samples. A P value of <0.05 was considered significant.
The majority of BCLs contain an ALDEFLUOR-positive population. We used the ALDEFLUOR assay ( 15) to isolate CSC from 33 BCLs representing the diverse molecular subtypes and features of breast cancer (ref. 18; Supplementary Fig. S2). As shown in Fig. 1A , 23 of the 33 cell lines contained an ALDEFLUOR-positive cell population that ranged from 0.2 to nearly 100%. All 16 basal/mesenchymal BCLs contained an ALDEFLUOR-positive population, whereas 7 of the 12 luminal BCLs did not contain any detectable ALDEFLUOR-positive cells (P = 0.0006, Fischer's exact test; Fig. 1B).
ALDEFLUOR-positive cells have tumorsphere-forming capacity. We have previously reported that mammary epithelial stem and progenitor cells are able to survive and proliferate in anchorage-independent conditions and form floating spherical colonies that we termed mammospheres ( 16). Data from breast tumors, as well as cell lines, have shown that cancer stem-like cells or cancer-initiating cells can also be isolated and propagated as “tumorspheres” in similar assays ( 22). All mammosphere-initiating cells in the normal human mammary gland are contained within the ALDEFLUOR-positive population ( 15). To characterize the ALDEFLUOR-positive population from BCLs, we compared the ability of ALDEFLUOR-positive and ALDEFLUOR-negative populations from 184A1, SUM149, and SUM159 to form tumorspheres. In each cell line, the ALDEFLUOR-positive population showed increased tumorsphere-forming capacity compared with ALDEFLUOR-negative cells (Supplementary Fig. S3).
ALDEFLUOR-positive BCL cells have CSC properties in vivo. To determine the hierarchical organization of BCL, we analyzed the stem cell properties of the ALDEFLUOR-positive and ALDEFLUOR-negative populations of MDA-MB-453, SUM159, and BrCa-MZ-01 cell lines. The ALDEFLUOR-positive populations of these three BCLs constituted between 3.54 ± 1.73% and 5.49 ± 3.36% of the total cell populations (Supplementary Fig. S4). As shown in Fig. 2A and B , the size and latency of tumor formation correlated with the number of ALDEFLUOR-positive cells injected. Remarkably, 500 ALDEFLUOR-positive cells from MDA-MB-453 and 1,000 ALDEFLUOR-positive cells from SUM159 were able to form tumors. The tumor-generating capacity was maintained through serial passages demonstrating the self-renewal capacity of these cells. In contrast, ALDEFLUOR-negative cells failed to generate tumors, although limited growth was produced when 50,000 ALDEFLUOR-negative MDA-MB-453 cells were injected (Supplementary Table S3). H&E staining of the fat pad sections confirmed that tumors formed by ALDEFLUOR-positive cells contained malignant cells, whereas only residual Matrigel, apoptotic cells, and mouse tissue were seen at the sites of ALDELFUOR-negative cell injections ( Fig. 2C and D). Consistent with the ALDEFLUOR-positive population having CSC characteristics, tumors generated by this population recapitulated the phenotypic heterogeneity of the initial tumor, with a similar ratio of ALDEFLUOR-positive and ALDEFLUOR-negative cells (Supplementary Fig. S4). This indicates that ALDEFLUOR-positive cells were able to self-renew, generating ALDEFLUOR-positive cells, and were able to differentiate, generating ALDEFLUOR-negative cells.
When BrCa-MZ-01 cells were separated into ALDEFLUOR-positive and ALDEFLUOR-negative components, both were capable of tumor generation. Tumors generated by the ALDEFLUOR-positive population consisted of both ALDEFLUOR-positive and ALDEFLUOR-negative cells recapitulating the phenotypic heterogeneity of the initial tumor (Supplementary Fig. S5). In contrast, tumors generated by ALDEFLUOR-negative cells gave rise to slowly growing tumors containing only ALDEFLUOR-negative cells (Supplementary Fig. S5F and G). In contrast to the ability of ALDEFLUOR-positive cells to be serially transplanted, serial passages of ALDEFLUOR-negative tumors produced decreasing tumor growth with no growth after three passages. This suggests that the ALDEFLUOR-positive component of the BrCa-MZ-01 cells contain cells with stem cell properties, whereas the ALDEFLUOR-negative cells contain progenitor cells able to undergo limited growth but not self-renewal.
Gene expression profiling of ALDELFUOR-positive and ALDELFUOR-negative cell populations. To determine whether ALDEFLUOR-positive cells isolated from different BCLs expressed a common set of CSC genes, we analyzed ALDEFLUOR-positive and ALDEFLUOR-negative cell populations isolated from eight BCLs (184A1, BrCa-MZ-01, HCC1954, MDA-MB-231, MDA-MB-453, SK-BR-7, SUM49, and SUM159) by using Affymetrix whole-genome oligonucleotide microarrays. Unsupervised hierarchical clustering, applied to the 16 samples and the 13,550 filtered genes/ESTs, did not separate ALDEFLUOR-positive and ALDEFLUOR-negative populations (not shown). Instead, ALDEFLUOR-positive and ALDEFLUOR-negative populations clustered with the parental cell line. This suggests that the differences in mRNA transcripts between clonal cell lines supersede differences between ALDEFLUOR-positive and ALDEFLUOR-negative cells. This further suggests that only a limited number of genes are differentially expressed between putative CSCs and their progeny.
To determine which genes discriminated ALDEFLUOR-positive and ALDEFLUOR-negative populations, the Mann-Whitney U test was applied to all genes but those with low and poorly measured expression, i.e., 25,285 probe sets. This test identified and ranked, after FDR correction, 413 genes/ESTs that discriminated the ALDEFLUOR-positive and ALDEFLUOR-negative cell populations. The 28 overexpressed genes corresponding to unique genes and the most frequently underexpressed genes are shown in Table 1 (top and bottom). The classification power of this discriminating signature was illustrated by classifying the 16 ALDEFLUOR-positive and ALDEFLUOR-negative samples with the 413 differentially expressed genes/ESTs. Hierarchical clustering ranked 15 of the 16 samples (Supplementary Fig. S6).
A number of genes known to play a role in stem cell biology were up-regulated in the ALDEFLUOR-positive populations ( Table 1, top), including NFYA, NOTCH2, PCNX, RBM15, ST3GAL3, and TPRXL. Other genes encode proteins that have putative or uncharacterized role in stem cell function, such as ARID1B, RAD51L1, and the chemokine receptor CXCR1/IL-8RA ( 23). Genes underexpressed in the ALDEFLUOR-positive population are involved in cell differentiation, apoptosis, RNA splicing, and mitochondrial metabolism.
To increase the stringency of analysis, we raised the threshold of the Mann-Whitney analysis to the 0.5 risk and obtained a list of 49 genes/ESTs that discriminated ALDELFLUOR-positive and ALDEFLUOR-negative populations ( Table 1, genes with asterisk). With this list, all of the ALDEFLUOR-positive cells, except from SK-BR-7, clustered together (Supplementary Fig. S7A). Among these 49 genes/ESTS, 45 corresponded to identified unique genes; only 3 of these 45 were overexpressed in the ALDEFLUOR-positive group whereas 42 were underexpressed. Characterized overexpressed genes code for an F-box protein FBXO21 and CXCR1/IL-8RA. Underexpressed genes include those coding for mitochondrial ribosomal proteins (MRPL41, MRPL42, MRPL47, MRPL54, MRPS23, IMMP1L), and differentiation (NACA) and pre-mRNA splicing factors (LSM3, pre-mRNA processing factor PRPF39, and PRPF4B).
LOOCV at 0.5% risk estimated the accuracy of prediction of the identifier molecular signature, and 88% of the samples were predicted in the right class with this CSC signature confirming the supervised analysis (Supplementary Fig. S7B and C).
qRT-PCR assessment confirmed a significant increase of CXCR1 and FBXO21 in ALDEFLUOR-positive cells. We performed qRT-PCR analysis of five discriminator genes overexpressed in ALDEFLUOR-positive populations (CXCR1/IL-8RA, FBXO21, NFYA, NOTCH2, and RAD51L1). Three cell lines used in the profiling analysis (BrCa-MZ-01, MDA-MB-453, SUM159) and two additional luminal cell lines (MCF7, S68) were sorted by ALDEFLUOR assay, and ALDEFLUOR-positive and ALDEFLUOR-negative populations were processed separately for qRT-PCR analysis. The qRT-PCR expression level of CXCR1 and FBXO21 are presented in Fig. 3A and B . Analyses of NFYA, NOTCH2, and RAD51L1 are presented in Supplementary Fig. S8. Gene expression levels measured by qRT-PCR confirmed the results obtained using DNA microarrays with an increase of CXCR1 and FBXO21 mRNA level in the ALDEFLUOR-positive population compared with the ALDEFLUOR-negative population (P < 0.05).
IL-8 promotes CSC self-renewal. Our profiling studies suggested that the IL-8 receptor CXCR1/IL-8RA was consistently expressed in the ALDEFLUOR-positive cell population. To confirm this association, we measured the protein expression of CXCR1/IL-8RA by flow cytometry in ALDEFLUOR-positive and ALDEFLUOR-negative populations. The ALDEFLUOR-positive and ALDEFLUOR-negative populations from four different cell lines were isolated by fluorescence-activated cell sorting, fixed, and stained with a CXCR1 monoclonal antibody labeled with phycoerythrin. ALDEFLUOR-positive cells were highly enriched in CXCR1-positive cells compared with the ALDEFLUOR-negative populations (Supplementary Fig. S9).
To determine whether IL-8 signaling is important in stem cell function, we treated four BCLs with human recombinant IL-8 and determined its effect on the CSC population, as measured by the formation of tumorspheres and by ALDH enzymatic activity. As shown in Fig. 4A , addition of IL-8 increased the formation of primary and secondary tumorspheres in a dose-dependent manner. Furthermore, IL-8 increased the ALDEFLUOR-positive population in a dose-dependent manner in each of the four BCLs analyzed ( Fig. 4B). This illustrates the power of the CSC signature to identify pathways that may play a role in the stem cell function.
The IL8/CXCR1 axis is involved in CSC invasion. The IL8/CXCR1 axis has been reported to play a role in CSC invasion ( 24, 25). We first used a Matrigel invasion assay, using serum as attractant, to examine the ability of ALDEFLUOR-positive and ALDEFLUOR-negative cell populations from three different cell lines (HCC1954, MDA-MB-453, SUM159) to invade. As shown in Fig. 5A , ALDEFLUOR-positive cells showed 6-fold to 20-fold higher invasion through Matrigel than the ALDEFLUOR-negative population (P < 0.01). When used as a chemoattractant, IL-8 (100 ng/mL) increased invasion of the ALDEFLUOR-positive cells (P < 0.05; Fig. 5A). In contrast to its effects on ALDEFLUOR-positive cells, IL-8 did not have any effect on the invasive capacity of ALDELFLUOR-negative cells. These results indicate that CSCs exhibited invasive behavior and, furthermore, that IL-8 facilitates this process.
ALDEFLUOR-positive cells have increased metastatic potential. It has been proposed that CSCs play a crucial role in cancer metastasis ( 26, 27). The above experiments showed that ALDEFLUOR-positive cells have increased invasive capacity compared with ALDEFLUOR-negative cells. To determine the relationship between ALDEFLUOR positivity and metastatic capacity, we infected HCC1954, MDA-MB-453, and SUM159 with a luciferase lentivirus reporter system. Luciferase-infected cells were sorted using the ALDEFLUOR assay and introduced to NOD/SCID mice by intracardiac injection. A suspension of 100,000 cells from each population was injected, and metastasis was assessed by bioluminescent imaging. Mice inoculated with ALDEFLUOR-positive cells developed metastases at different sites and displayed a higher photon flux emission than mice inoculated with unseparated cells, which developed no more than one metastasis per mouse, or mice inoculated with ALDEFLUOR-negative cells, which developed only occasional metastases limited to lymph nodes ( Fig. 5B and C and Supplementary Fig. S10). Histologic sections confirmed the presence of metastases at these sites ( Fig. 5C). Thus, the metastatic capacity of BCLs is predominantly mediated by CSCs contained in the ALDEFLUOR-positive population.
The hypothesis that tumors are organized in a cellular hierarchy driven by CSCs has fundamental implications for cancer biology, as well as clinical implications for the early detection, prevention, and treatment of cancer. Evidence for CSCs has largely relied on primary and early passage xenograft models ( 28, 29). However, the success of establishing breast tumor xenograft has been low particularly for certain molecular subtypes. In contrast to primary tumors, cell lines are available in unlimited quantities and provide only carcinomatous populations for molecular analysis without normal tissue and stroma. In breast cancer, a large number of immortalized cell lines have been produced, which represent the different molecular subtypes found in primary human breast cancers ( 2, 18). However, a fundamental question remains as to how closely these cell lines are able to recapitulate the biology of human breast cancer.
In vivo evidence for stem cells in cell lines. Recent studies have suggested that although cell lines may be clonally derived, they contain a cellular hierarchy representing different stages of cellular differentiation. Several studies have used markers, such as CD44+/CD24− to identify CSC within breast cancer cell lines. However, their utility is limited by the observation that, frequently, a large percentage of cells within a cell line express these putative stem cell markers. For example, >90% of cells in basal breast cancer cell lines display the CD44+/CD24− phenotype. Indeed, the CD44+/CD24− phenotype did not isolate the tumorigenic population of these cell lines ( 8). An alternative approach has been to use the SP from cell lines. However, functional studies using Hoechst staining are limited by the toxicity of this agent ( 30). There is also evidence that the functional stem cell activity is not contained within the SP ( 31).
ALDH activity assessed by the ALDEFLUOR assay isolates cells with stem cell properties from various cancers ( 13). We show here that 23 of 33 BCLs (predominantly basal cell lines) contain an ALDEFLUOR-positive population. Lack of an ALDEFLUOR-positive population in some luminal BCLs may indicate that these luminal BCLs are derived from ALDEFLUOR-negative progenitor cells.
We used in vivo assays in NOD/SCID mice to show the stem cell properties of the ALDEFLUOR-positive populations. Self-renewal was shown by serial passage in NOD/SCID mice, and differentiation was shown by the ability of ALDEFLUOR-positive but not ALDEFLUOR-negative cells to regenerate the cellular heterogeneity of the initial tumor.
A breast CSC signature. Utilizing eight BCLs, we identified 413 genes whose expression discriminates ALDEFLUOR-positive and ALDEFLUOR-negative cells. This signature contained a number of genes known to play a role in stem cell biology. Genes overexpressed in the ALDEFLUOR-positive population include NOTCH2 (Notch homologue 2), which regulates self-renewal and differentiation of mammary stem cells ( 16, 32); NFYA, known to regulate self-renewal and differentiation of stem cells ( 33); pecanex homologue PCNX, RBM15/OTT, which plays a pleiotropic role in hematopoietic stem cells ( 34) and affects myeloid differentiation via NOTCH signaling ( 35); and homeobox-like factor TPRXL involved in embryonic development, ST3GAL3, which codes for a stage-specific embryonic antigen-4 synthase, associated with fetal development and renal and gastric carcinogenesis ( 36). Notably, stage-specific embryonic antigen-4 protein (SSEA-4) is expressed in stem cell populations, such as CXCR4+/CD133+/CD34+/lin− stem cells in human cord blood and quiescent mammary stem cells ( 37).
Genes underexpressed in the ALDEFLUOR-positive population are involved in cell differentiation, apoptosis, and mitochondrial oxidation. They include genes coding for nascent polypeptide-associated complex α subunit NACA, programmed death proteins PDCD5 and PDCD10, mitochondrial ribosomal protein MRPL41, which induces apoptosis through P53-dependent and P53-independent manner via BCL2 and caspases, and proteins involved in mitochondrial processes, such as oxidative phosphorylation (NDUFA2, ATP5J2, IMMP1L) and protein synthesis in the mitochondrion (MRPL42, MRPL47, MRPL54, MRPS23). Down-regulation of apoptotic genes in CSCs may play a role in the resistance of these cells to radiation and chemotherapy ( 38). ALDH1A1 was not identified as a differentially expressed gene in the ALDEFLUOR-positive signature. However, examination of gene expression profile of individual BCLs revealed that, although some showed differential expression of ALDH1A1 in the ALDEFLUOR-positive population, others showed differential expression of ALDH1A3, a different ALDH isoform in this population. This suggests that the expression of different ALDH isoforms could contribute to the ALDEFLUOR-positive phenotype.
From chemokines to stemokines. The expression of CXCR1, a receptor for IL-8, is increased in a variety of cancers ( 39, 40). Although IL-8 expression is associated with ER-negative breast cancer ( 41), this chemokine has not previously been reported to play a role in stem cell function. Its implication in the regulation of growth and metastasis is well-established in androgen-independent prostate cancer ( 42). Furthermore, the expression level of IL-8 is associated with tumorigenicity and metastasis through vascular endothelial growth factor production and angiogenesis ( 43, 44). We validated the gene expression data in three ways. First, qRT-PCR analysis confirmed a significant increase of CXCR1 mRNA in ALDEFLUOR-positive populations from cell lines both included and not included in profiling analysis. Second, we showed, using flow cytometry, that CXCR1-containing cells were found exclusively within the ALDEFLUOR-positive population. Third, recombinant IL-8 increased mammosphere formation and the percentage of ALDEFLUOR-positive cells in BCLs. The IL-8/CXCR1 axis may, thus, regulate mammary stem cell proliferation or self-renewal. Because endothelial and stromal cells secrete IL-8, this chemokine may play a role in mediating interactions between tumor stem cells and the tumor microenvironment.
Recent studies have suggested a role for interleukins/chemokines in the regulation of CSCs ( 45, 46). This includes a role for IL-6 in breast CSCs and IL-4 in mediating chemoresistance of colon CSCs ( 46– 48). These factors may be involved in the association between inflammation and cancer. This also includes a role for CCL5 (RANTES), a chemokine secreted by mesenchymal stem cells, which acts as a paracrine factor to enhance breast cancer cell motility, invasion, and metastasis ( 45).
The roots of metastasis. CSCs may be responsible for mediating tumor metastasis. A link between CSC and metastasis was first suggested with the identification of stem cell genes in an 11-gene signature generated using comparative profiles of metastatic and primary tumors in a transgenic mouse model of prostate cancer and in cancer patients ( 49). This signature was also a powerful predictor of disease recurrence, death after therapy, and distant metastasis in a variety of cancer types. We have shown that ALDEFLUOR-positive cells are more metastatic than ALDEFLUOR-negative cells and that IL-8, previously reported to play a role in tumor metastasis, promotes the invasion and chemotaxis of CSCs, which preferentially express the IL-8 receptor CXCR1. The ability to isolate metastatic CSC from cell lines should facilitate studies of the molecular mechanisms by which CSCs mediate tumor metastasis.
Disclosure of Potential Conflicts of Interest
M.S. Wicha has financial holdings in and is a scientific advisor for OncoMed Pharmaceuticals. The other authors disclosed no potential conflicts of interest.
Grant support: NIH grants CA66233 and CA101860, University of Michigan Cancer Center NIH support grant 5 P 30 CA46592, INSERM, Institut Paoli-Calmettes, Taubman Institute, Ministries of Health and Research grants PHRC 2006 and PHRC2007, Institut National du Cancer-Institut Lilly grant AO 2006, Institut National du Cancer grants PL2005 and ACI2007, and Ligue Nationale Contre le Cancer Label DB.
The costs of publication of this article were defrayed in part by the payment of page charges. This article must therefore be hereby marked advertisement in accordance with 18 U.S.C. Section 1734 solely to indicate this fact.
We thank the University of Michigan Cancer Center Flow Cytometry core.
Note: Supplementary data for this article are available at Cancer Research Online (http://cancerres.aacrjournals.org/).
E. Charafe-Jauffret and C. Ginestier contributed equally to this work.
- Received July 16, 2008.
- Revision received October 17, 2008.
- Accepted November 11, 2008.
- ©2009 American Association for Cancer Research.