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Single-cell genomics is critical for understanding cellular heterogeneity in cancer, but existing library preparation methods are expensive, require sample preamplification and introduce coverage bias. Here we describe direct library preparation (DLP), a robust, scalable, and high-fidelity method that uses nanoliter-volume transposition reactions for single-cell whole-genome library preparation without preamplification. We examined 782 cells from cell lines and triple-negative breast xenograft tumors. Low-depth sequencing, compared with existing methods, revealed greater coverage uniformity and more reliable detection of copy-number alterations. Using phylogenetic analysis, we found minor xenograft subpopulations that were undetectable by bulk sequencing, as well as dynamic clonal expansion and diversification between passages. Merging single-cell genomes in silico, we generated 'bulk-equivalent' genomes with high depth and uniform coverage. Thus, low-depth sequencing of DLP libraries may provide an attractive replacement for conventional bulk sequencing methods, permitting analysis of copy number at the cell level and of other genomic variants at the population level.

BackgroundSingle-cell RNA sequencing (scRNAseq) is a powerful tool for studying complex biological systems, such as tumour heterogeneity and tissue microenvironments. However, the sources of technical and biological variation in primary solid tumour tissues and patient-derived mouse xenografts for scRNAseq, are not well understood. Here, we used low temperature (6°C) protease and collagenase (37°C) to identify the transcriptional signatures associated with tissue dissociation across a diverse scRNAseq dataset comprising 128,481 cells from patient cancer tissues, patient-derived breast cancer xenografts and cancer cell lines.ResultsWe observe substantial variation in standard quality control (QC) metrics of cell viability across conditions and tissues. From FACS sorted populations gated for cell viability, we identify a sub-population of dead cells that would pass standard data filtering practices, and quantify the extent to which their transcriptomes differ from live cells. We identify a further subpopulation of transcriptomically “dying” cells that exhibit up-regulation of MHC class I transcripts, in contrast with live and fully dead cells. From the contrast between tissue protease dissociation at 37°C or 6°C, we observe that collagenase digestion results in a stress response. We derive a core gene set of 512 heat shock and stress response genes, includingFOSandJUN, induced by collagenase (37°C), which are minimized by dissociation with a cold active protease (6°C). While induction of these genes was highly conserved across all cell types, cell type-specific responses to collagenase digestion were observed in patient tissues. We observe that the yield of cancer and non-cancer cell types varies between tissues and dissociation methods.ConclusionsThe method and conditions of tumour dissociation influence cell yield and transcriptome state and are both tissue and cell type dependent. Interpretation of stress pathway expression differences in cancer single cell studies, including components of surface immune recognition such as MHC class I, may be especially confounded. We define a core set of 512 genes that can assist with identification of such effects in dissociated scRNA-seq experiments.

Summary Human breast cancer cells are known to activate adjacent “normal-like” cells to enhance their own growth, but the cellular and molecular mechanisms involved are poorly understood. We now show by both phenotypic and functional measurements that normal human mammary progenitor cells are significantly under-represented in the mammary epithelium of patients' tumor-adjacent tissue (TAT). Interestingly, fibroblasts isolated from TAT samples showed a reduced ability to support normal EGF-stimulated mammary progenitor cell proliferation in vitro via their increased secretion of transforming growth factor β. In contrast, TAT fibroblasts promoted the proliferation of human breast cancer cells when these were co-transplanted in immunodeficient mice. The discovery of a common stromal cell-mediated mechanism that has opposing growth-suppressive and promoting effects on normal and malignant human breast cells and also extends well beyond currently examined surgical margins has important implications for disease recurrence and its prevention., Graphical Abstract, Highlights • Alterations to the breast tissue extend as far as 6 cm away from the primary tumors • The matching contralateral non-tumor-bearing breast tissue remains unaltered • Tumor-adjacent breast tissue contained significantly diminished progenitor pool • Extending surgical margins may not be effective in reducing risk of tumor recurrence, Because breast-conserving surgeries are popular among breast cancer patients, studying the “normal” tissue remaining after the surgery is important for understanding how this tissue is primed to promote the growth of residual tumor cells. In this article, Raouf and colleagues show that tumor-adjacent breast tissue contains altered fibroblasts that diminish normal progenitor proliferation while augmenting breast cancer cell growth.

SummaryCellular barcoding offers a powerful approach to characterize the growth and differentiation activity of large numbers of cotransplanted stem cells. Here, we describe a lentiviral genomic-barcoding and analysis strategy and its use to compare the clonal outputs of transplants of purified mouse and human basal mammary epithelial cells. We found that both sources of transplanted cells produced many bilineage mammary epithelial clones in primary recipients, although primary clones containing only one detectable mammary lineage were also common. Interestingly, regardless of the species of origin, many clones evident in secondary recipients were not detected in the primary hosts, and others that were changed from appearing luminal-restricted to appearing bilineage. This barcoding methodology has thus revealed conservation between mice and humans of a previously unknown diversity in the growth and differentiation activities of their basal mammary epithelial cells stimulated to grow in transplanted hosts.

Previous studies have demonstrated that normal mouse mammary tissue contains a rare subset of mammary stem cells. We now describe a method for detecting an analogous subpopulation in normal human mammary tissue. Dissociated cells are suspended with fibroblasts in collagen gels, which are then implanted under the kidney capsule of hormone-treated immunodeficient mice. After 2-8 weeks, the gels contain bilayered mammary epithelial structures, including luminal and myoepithelial cells, their in vitro clonogenic progenitors and cells that produce similar structures in secondary transplants. The regenerated clonogenic progenitors provide an objective indicator of input mammary stem cell activity and allow the frequency and phenotype of these human mammary stem cells to be determined by limiting-dilution analysis. This new assay procedure sets the stage for investigations of mechanisms regulating normal human mammary stem cells (and possibly stem cells in other tissues) and their relationship to human cancer stem cell populations.

Clonal assays offer a powerful approach to dissecting the many events involved in the generation and maintenance of complex tissues from an undifferentiated stem cell pool. The application of such quantitative functional methodologies to studies of the hematopoietic system have been key to defining the hierarchy of progenitor subsets that reflect an irreversible stepwise process of lineage restriction. Recent studies now suggest that a similar paradigm applies to the normal mammary gland. The adult mouse mammary gland maintains a population of stem cells that generate biologically distinct and physically separable subpopulations of mammary epithelial progenitors which, in turn, generate terminally differentiated cells. Suggestive parallels between mouse and human mammary cells point to the likelihood that a similarly structured multi-step differentiation program characterizes the mammary gland from both species.

Mechanisms that control the levels and activities of reactive oxygen species (ROS) in normal human mammary cells are poorly understood. We show that purified normal human basal mammary epithelial cells maintain low levels of ROS primarily by a glutathione-dependent but inefficient antioxidant mechanism that uses mitochondrial glutathione peroxidase 2. In contrast, the matching purified luminal progenitor cells contain higher levels of ROS, multiple glutathione-independent antioxidants and oxidative nucleotide damage-controlling proteins and consume O2 at a higher rate. The luminal progenitor cells are more resistant to glutathione depletion than the basal cells, including those with in vivo and in vitro proliferation and differentiation activity. The luminal progenitors also are more resistant to H2O2 or ionizing radiation. Importantly, even freshly isolated "steady-state" normal luminal progenitors show elevated levels of unrepaired oxidative DNA damage. Distinct ROS control mechanisms operating in different subsets of normal human mammary cells could have differentiation state-specific functions and long-term consequences.

Mouse fetal mammary cells display greater regenerative activity than do adult mammary cells when stimulated to proliferate in a new system that supports the production of transplantable mammary stem cells ex vivo., Many normal adult tissues contain rare stem cells with extensive self-maintaining regenerative potential. During development, the stem cells of the hematopoietic and neural systems undergo intrinsically specified changes in their self-renewal potential. In the mouse, mammary stem cells with transplantable regenerative activity are first detectable a few days before birth. They share some phenotypic properties with their adult counterparts but are enriched in a subpopulation that displays a distinct gene expression profile. Here we show that fetal mammary epithelial cells have a greater direct and inducible growth potential than their adult counterparts. The latter feature is revealed in a novel culture system that enables large numbers of in vitro clonogenic progenitors as well as mammary stem cells with serially transplantable activity to be produced within 7 days from single fetal or adult input cells. We further show that these responses are highly dependent on novel factors produced by fibroblasts. These findings provide new avenues for elucidating mechanisms that regulate normal mammary epithelial stem cell properties at the single-cell level, how these change during development, and how their perturbation may contribute to transformation., Author Summary Many adult tissues are maintained by a rare subset of undifferentiated stem cells that can self-renew and give rise to specialized daughter cells that have a more limited regenerative ability. The recent identification of cells in the fetal and adult mammary gland that display the properties of stem cells provides a foundation for investigating their self-renewal and differentiation control. We now show that these stem cell properties can be elicited from single mouse mammary cells placed in 3D cultures if novel factors produced by fibroblasts are present. Moreover, a comparison of the clonal outputs of fetal and adult mammary cells in this in vitro system shows that the fetal mammary cells have superior regenerative activity relative to their adult counterparts. The ability to activate and quantify the regenerative capacity of single mouse mammary epithelial cells in vitro sets the stage for further investigations of the timing and mechanisms that alter their stem cell properties during development, the potential relevance of these events to other normal epithelial tissues, and how these processes might be involved in the genesis of breast cancer.

Hydrogen peroxides (H2O2) are known to activate multiple cell signaling pathways but the mechanisms involved and how they are differentially regulated in specific normal mammary cell types is unknown. The luminal progenitor (LP) fraction of cells of the normal human mammary gland are of particular interest in this regard because, compared to the basal cells (BCs), these cells consume more O2, sustain higher levels of ROS, and are more resistant to H2O2 levels by virtue of their repertoire of enzymes that reduce both ROS and oxidized nucleotide products of ROS. However, these features of normal human LPs are also accompanied by their accumulation of more DNA damage. Here we examine the idea that the greater tolerance of LPs to ROS may be associated with a previously unknown intracellular signaling role of ROS in these cells. Using an optimized quantitative twin-photon and confocal-reflectance imaging system, we have found that the size of the spherical 3D structures produced in Matrigel cultures by freshly isolated, FACS-purified normal human LPs is increased in the presence of exogenous H2O2 at concentrations that are toxic to BCs. In addition to LPs, co-purified non-clonogenic luminal cells (LCs) display elevated levels of peroxiredoxin-1 peroxidase, a negative regulator of H2O2 action, as compared to BCs. Both of the luminal cell types (but not BCs) also showed tyrosine phosphorylation of peroxiredoxin-1 peroxidase (a biomarker of H2O2 action) when exposed for 10 minutes to exogenous H2O2, but LPs only showed marked inactivation of peroxiredoxin-1 in the absence of an external stimulus. Western blot analysis revealed a parallel and dramatic H2O2-induced pan-tyrosine phosphorylation response selectively in both luminal subsets, and their analysis at the single cell level by mass cytometry using a CyTOF identified multiple activated signaling intermediates. From FACS, immunohistochemistry, Western blot, microarray and RNA-Seq data analyses, we identified cKIT as the most differentially and highly expressed (albeit trypsin-sensitive) tyrosine kinase in LPs. Epigenetic analysis of the cKIT promoter showed it to be in an ‘open’ state exclusively in human LPs, and H2O2 treatment alone was sufficient to rapidly activate auto-phosphorylation of the cKIT Y719 residue, a site known to bind and thereby lead to the activation of PI3 kinase. Taken together, these findings reveal a new, ligand-independent function of a cell surface receptor in mediating a potent, lineage-specific signaling function of H2O2 that, in normal human mammary cells influences cell growth. Citation Format: Nagarajan Kannan, Kingsley Shih, Yifei Dong, Peter Eirew, David Knapp, Davide Pellacani, Hequn Wang, Haishan Zeng, Connie Eaves. Human mammary luminal progenitor cells use cKIT-H2O2 interactions to regulate their growth. [abstract]. In: Proceedings of the AACR Special Conference on Advances in Breast Cancer Research; Oct 17-20, 2015; Bellevue, WA. Philadelphia (PA): AACR; Mol Cancer Res 2016;14(2_Suppl):Abstract nr A23.

Elevated aldehyde dehydrogenase (ALDH) expression/activity has been identified as an important biomarker of primitive cells in various normal and malignant human tissues. Here we examined the level and type of ALDH expression and activity in different subsets of phenotypically and functionally defined normal human mammary cells. We find that the most primitive human mammary stem and progenitor cell types with bilineage differentiation potential show low ALDH activity but undergo a marked, selective, and transient upregulation of ALDH activity at the point of commitment to the luminal lineage. This mirrors a corresponding change in transcripts and protein levels of ALDH1A3, an enzyme involved in retinoic acid synthesis and the most highly expressed ALDH gene in normal human mammary tissue. In contrast, ALDH1A1 is expressed at low levels in all mammary epithelial cells. These findings raise interesting questions about the reported association of ALDH activity with breast cancer stem cells and breast cancer prognosis. Disclosure of potential conflicts of interest is found at the end of this article.

Methods to identify and enumerate primitive, and typically rare, undifferentiated cells in normal tissue using functional endpoints are powerful tools for acquiring insights into the mechanisms that regulate normal tissue stem cell turnover and differentiation. In this paper, we describe a xenotransplantation-based protocol that allows mammary stem cells with in vivo tissue regenerative properties to be specifically detected and quantified among the heterogeneous cell populations obtained from dissociated normal human mammary tissue. This methodology involves implanting a collagen gel containing the test cells in combination with supportive fibroblasts under the kidney capsule of highly immune-deficient, hormone-supplemented mice and then, 4 weeks later, searching for regenerated human cells with in vitro clonogenic activity. Quantification of the input human mammary stem cells is achieved using standard limiting dilution transplant approaches. This approach circumvents the need to modify the mouse mammary fat pad, and is objective, rapid (∼5 weeks) and economical to perform.

Background: In the bovine species milk production is well known to correlate with mammary tissue mass. However, most advances in optimizing milk production relied on improvements of breeding and husbandry practices. A better understanding of the cells that generate bovine mammary tissue could facilitate important advances in milk production and have global economic impact. With this possibility in mind, we show that a mammary stem cell population can be functionally identified and isolated from the bovine mammary gland. We also demonstrate that this stem cell population may be a promising target for manipulating the composition of cow’s milk using gene transfer. Methods and Findings: We show that the in vitro colony-forming cell assay for detecting normal primitive bipotent and lineage-restricted human mammary clonogenic progenitors are applicable to bovine mammary cells. Similarly, the ability of normal human mammary stem cells to regenerate functional bilayered structures in collagen gels placed under the kidney capsule of immunodeficient mice is shared by a subset of bovine mammary cells that lack aldehyde dehydrogenase activity. We also find that this activity is a distinguishing feature of luminal-restricted bovine progenitors. The regenerated structures recapitulate the organization of bovine mammary tissue, and milk could be readily detected in these structures when they were assessed by immunohistochemical analysis. Transplantation of the bovine cells transduced with a lentivirus encoding human b-CASEIN led to expression of the transgene and secretion of the product by their progeny regenerated in vivo. Conclusions: These findings point to a common developmental hierarchy shared by human and bovine mammary glands, providing strong evidence of common mechanisms regulating the maintenance and differentiation of mammary stem cells from both species. These results highlight the potential of novel engineering and transplant strategies for a variety of commercial applications including the production of modified milk components for human consumption.

Elucidation of the cellular and molecular mechanisms that maintain mammary epithelial tissue integrity is of broad interest and paramount to the design of more effective treatments for breast cancer. Evidence from both in vitro and in vivo experiments suggests that mammary cell differentiation is a hierarchical process originating in an uncommitted stem cell with self-renewal potential. However, analysis of the properties and regulation of mammary stem cells has been limited by a lack of methods for their prospective isolation. Here we report the use of multi-parameter cell sorting and limiting dilution transplant analysis to demonstrate the purification of a rare subset of adult mouse mammary cells that are able individually to regenerate an entire mammary gland within 6 weeks in vivo while simultaneously executing up to ten symmetrical self-renewal divisions. These mammary stem cells are phenotypically distinct from and give rise to mammary epithelial progenitor cells that produce adherent colonies in vitro. The mammary stem cells are also a rapidly cycling population in the normal adult and have molecular features indicative of a basal position in the mammary epithelium.

Reactive oxygen species (ROS) are known mediators of DNA damage and likely contributors to oncogenesis. However, very little is known about the mechanisms controlling ROS in the cells that make up the normal human mammary gland, in spite of its being a major site of cancer development. To investigate how ROS are generated and their potential role in two functionally distinct, primitive normal human mammary epithelial cell compartments (luminal and basal), we isolated these subsets at high purities by FACS and compared the levels within them of ROS, components that positively and negatively regulate ROS, their responses to oxidative stressors and evidence of ROS-associated DNA damage. The results show that purified progenitors of the cells that line the gland lumen (defined by their EpCAM+ CD49f+ phenotype) contain significantly higher levels of superoxide (O2*) anions and H2O2 than the basal cells (defined as EpCAMlow/- CD49fhigh cells and highly enriched in bipotent progenitors and stem cells). We also find that the elevated levels of these ROS elements in the luminal progenitors are associated with a higher content of mitochondria and higher levels of all 3 superoxide dismutases (SOD-1, 2 and 3). The luminal progenitors are also highly resistant to glutathione depletion and express higher levels of both non-canonical non-glutathione anti-oxidant enzymes and multiple enzymes that control ROS-induced nucleotide damage (i.e., OGG-1, MTH-1, MUTYH) providing a likely explanation for their ability to survive following GSH depletion. Interestingly, we found the mitochondrial antioxidant glutathione peroxidase (GPX)-2 enzyme to be expressed almost exclusively and at high levels in basal mammary cells and its depletion, using a shRNA lentivirus, resulted in loss of progenitor viability/activity by basal but not luminal cells. Luminal progenitors also displayed greater resistance to acute oxidative insults (H2O2 and X-radiation) and displayed an increased accrual of oxidative damage-induced (genomic 8-oxo-dGTP) mutations. Our findings reveal a major difference in the molecular machinery that control ROS levels in normal human basal and luminal mammary progenitors. These correlate with an ability of the luminal progenitors to maintain and tolerate elevated levels of ROS and the continuous acquisition of unrepaired ROS-induced DNA damage, thus suggesting a novel and previously unanticipated vulnerability of these cells to undergo oncogenic transformation. (Supported by Canadian Breast Cancer Foundation/BC-Yukon and the Canadian Cancer Society) Citation Format: Nagarajan Kannan, Maisam Makarem, Long Nguyen, Jeff Dong, Peter Eirew, Connie Eaves. Different ROS control mechanisms and mutagenic consequences in primitive subsets of normal human mammary cells. [abstract]. In: Proceedings of the 104th Annual Meeting of the American Association for Cancer Research; 2013 Apr 6-10; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2013;73(8 Suppl):Abstract nr 2919. doi:10.1158/1538-7445.AM2013-2919