ABSTRACT
Immune checkpoint blockade (ICB) benefits some patients with triple-negative breast cancer, but what distinguishes responders from non-responders is unclear1. Because ICB targets cell-cell interactions2, we investigated the impact of multicellular spatial organization on response, and explored how ICB remodels the tumour microenvironment. We show that cell phenotype, activation state and spatial location are intimately linked, influence ICB effect and differ in sensitive versus resistant tumours early on-treatment. We used imaging mass cytometry3 to profile the in situ expression of 43 proteins in tumours from patients in a randomized trial of neoadjuvant ICB, sampled at three timepoints (baseline, n = 243; early on-treatment, n = 207; post-treatment, n = 210). Multivariate modelling showed that the fractions of proliferating CD8+TCF1+T cells and MHCII+ cancer cells were dominant predictors of response, followed by cancer-immune interactions with B cells and granzyme B+ T cells. On-treatment, responsive tumours contained abundant granzyme B+ T cells, whereas resistant tumours were characterized by CD15+ cancer cells. Response was best predicted by combining tissue features before and on-treatment, pointing to a role for early biopsies in guiding adaptive therapy. Our findings show that multicellular spatial organization is a major determinant of ICB effect and suggest that its systematic enumeration in situ could help realize precision immuno-oncology.
Subject(s)
Immunotherapy , T-Lymphocytes , Triple Negative Breast Neoplasms , Humans , B-Lymphocytes/immunology , Biopsy , CD8-Positive T-Lymphocytes/immunology , Granzymes/metabolism , Histocompatibility Antigens Class II/immunology , Lewis X Antigen/metabolism , Neoadjuvant Therapy , Precision Medicine , Prognosis , Randomized Controlled Trials as Topic , T-Lymphocytes/immunology , Triple Negative Breast Neoplasms/immunology , Triple Negative Breast Neoplasms/metabolism , Triple Negative Breast Neoplasms/therapyABSTRACT
The functions of the tumor microenvironment (TME) are orchestrated by precise spatial organization of specialized cells, yet little is known about the multicellular structures that form within the TME. Here we systematically mapped TME structures in situ using imaging mass cytometry and multitiered spatial analysis of 693 breast tumors linked to genomic and clinical data. We identified ten recurrent TME structures that varied by vascular content, stromal quiescence versus activation, and leukocyte composition. These TME structures had distinct enrichment patterns among breast cancer subtypes, and some were associated with genomic profiles indicative of immune escape. Regulatory and dysfunctional T cells co-occurred in large 'suppressed expansion' structures. These structures were characterized by high cellular diversity, proliferating cells and enrichment for BRCA1 and CASP8 mutations and predicted poor outcome in estrogen-receptor-positive disease. The multicellular structures revealed here link conserved spatial organization to local TME function and could improve patient stratification.
Subject(s)
Breast Neoplasms , Tumor Microenvironment , Breast Neoplasms/pathology , Female , Genome , Genomics , Humans , Tumor Microenvironment/geneticsABSTRACT
Genomic alterations shape cell phenotypes and the structure of tumor ecosystems in poorly defined ways. To investigate these relationships, we used imaging mass cytometry to quantify the expression of 37 proteins with subcellular spatial resolution in 483 tumors from the METABRIC cohort. Single-cell analysis revealed cell phenotypes spanning epithelial, stromal and immune types. Distinct combinations of cell phenotypes and cell-cell interactions were associated with genomic subtypes of breast cancer. Epithelial luminal cell phenotypes separated into those predominantly impacted by mutations and those affected by copy number aberrations. Several features of tumor ecosystems, including cellular neighborhoods, were linked to prognosis, illustrating their clinical relevance. In summary, systematic analysis of single-cell phenotypic and spatial correlates of genomic alterations in cancer revealed how genomes shape both the composition and architecture of breast tumor ecosystems and will enable greater understanding of the phenotypic impact of genomic alterations.
Subject(s)
Breast Neoplasms , Breast Neoplasms/diagnosis , Ecosystem , Female , Genomics/methods , Humans , Image Cytometry , PrognosisABSTRACT
Increased density of tumor-associated lymphatic vessels correlates with poor patient survival in melanoma and other cancers, yet lymphatic drainage is essential for initiating an immune response. Here we asked whether and how lymphatic vessel density (LVD) correlates with immune cell infiltration in primary tumors and lymph nodes (LNs) from patients with cutaneous melanoma. Using immunohistochemistry and quantitative image analysis, we found significant positive correlations between LVD and CD8+ T cell infiltration as well as expression of the immunosuppressive molecules inducible nitric oxide synthase (iNOS) and 2,3-dioxygénase (IDO). Interestingly, similar associations were seen in tumor-free LNs adjacent to metastatic ones, indicating loco-regional effects of tumors. Our data suggest that lymphatic vessels play multiple roles at tumor sites and LNs, promoting both T cell infiltration and adaptive immunosuppressive mechanisms. Lymph vessel associated T cell infiltration may increase immunotherapy success rates provided that the treatment overcomes adaptive immune resistance.
ABSTRACT
Colony-stimulating factor 1 (CSF1) is a key regulator of monocyte/macrophage differentiation that sustains the protumorigenic functions of tumor-associated macrophages (TAMs). We show that CSF1 is expressed in human melanoma, and patients with metastatic melanoma have increased CSF1 in blood compared to healthy subjects. In tumors, CSF1 expression correlated with the abundance of CD8+ T cells and CD163+ TAMs. Human melanoma cell lines consistently produced CSF1 after exposure to melanoma-specific CD8+ T cells or T cell-derived cytokines in vitro, reflecting a broadly conserved mechanism of CSF1 induction by activated CD8+ T cells. Mining of publicly available transcriptomic data sets suggested co-enrichment of CD8+ T cells with CSF1 or various TAM-specific markers in human melanoma, which was associated with nonresponsiveness to programmed cell death protein 1 (PD1) checkpoint blockade in a smaller patient cohort. Combination of anti-PD1 and anti-CSF1 receptor (CSF1R) antibodies induced the regression of BRAFV600E -driven, transplant mouse melanomas, a result that was dependent on the effective elimination of TAMs. Collectively, these data implicate CSF1 induction as a CD8+ T cell-dependent adaptive resistance mechanism and show that simultaneous CSF1R targeting may be beneficial in melanomas refractory to immune checkpoint blockade and, possibly, other T cell-based therapies.
Subject(s)
Macrophage Colony-Stimulating Factor/blood , Melanoma/blood , Melanoma/pathology , Animals , Antigens, CD/metabolism , Antigens, Differentiation, Myelomonocytic/metabolism , CD8-Positive T-Lymphocytes/metabolism , Cell Differentiation/physiology , Cell Line, Tumor , Humans , Macrophages/metabolism , Mice , Proto-Oncogene Proteins B-raf/metabolism , Receptors, Cell Surface/metabolism , Signal TransductionABSTRACT
Declining muscle mass and function is one of the main drivers of loss of independence in the elderly. Sarcopenia is associated with numerous cellular and endocrine perturbations, and it remains challenging to identify those changes that play a causal role and could serve as targets for therapeutic intervention. In this study, we uncovered a remarkable differential susceptibility of certain muscles to age-related decline. Aging rats specifically lose muscle mass and function in the hindlimbs, but not in the forelimbs. By performing a comprehensive comparative analysis of these muscles, we demonstrate that regional susceptibility to sarcopenia is dependent on neuromuscular junction fragmentation, loss of motoneuron innervation, and reduced excitability. Remarkably, muscle loss in elderly humans also differs in vastus lateralis and tibialis anterior muscles in direct relation to neuromuscular dysfunction. By comparing gene expression in susceptible and non-susceptible muscles, we identified a specific transcriptomic signature of neuromuscular impairment. Importantly, differential molecular profiling of the associated peripheral nerves revealed fundamental changes in cholesterol biosynthetic pathways. Altogether our results provide compelling evidence that susceptibility to sarcopenia is tightly linked to neuromuscular decline in rats and humans, and identify dysregulation of sterol metabolism in the peripheral nervous system as an early event in this process.
Subject(s)
Aging/physiology , Muscle, Skeletal/metabolism , Muscular Atrophy/metabolism , Sarcopenia/metabolism , Transcriptome , Adolescent , Adult , Aged , Aged, 80 and over , Animals , Female , Gene Expression , Humans , Male , Muscle, Skeletal/pathology , Muscular Atrophy/pathology , Rats , Sarcopenia/genetics , Sarcopenia/pathology , Young AdultABSTRACT
BACKGROUND & AIMS: Small ubiquitin-like modifiers (SUMOs) are attached to other proteins to regulate their function (sumoylation). We investigated the role of Ubc9, which covalently attaches SUMOs to proteins, in the gastrointestinal tract of adult mice. METHODS: We investigated the effects of decreased sumoylation in adult mammals by generating mice with an inducible knockout (by injection of 4-hydroxytamoxifen) of the E2 enzyme Ubc9 (Ubc9fl/-/ROSA26-CreERT2 mice). We analyzed the phenotypes using a range of histologic techniques. RESULTS: Loss of Ubc9 from adult mice primarily affected the small intestine. Ubc9fl/-/ROSA26-CreERT2 mice died within 6 days of 4-hydroxytamoxifen injection, losing 20% or less of their body weight and developing severe diarrhea on the second day after injection. Surprisingly, other epithelial tissues appeared to be unaffected at that stage. Decreased sumoylation led to the depletion of the intestinal proliferative compartment and to the rapid disappearance of stem cells. Sumoylation was required to separate the proliferative and differentiated compartments from the crypt and control differentiation and function of the secretory lineage. Sumoylation was required for nucleus positioning and polarized organization of actin in the enterocytes. Loss of sumoylation caused detachment of the enterocytes from the basal lamina, as observed in tissue fragility diseases. We identified the intermediate filament keratin 8 as a SUMO substrate in epithelial cells. CONCLUSIONS: Sumoylation maintains intestinal stem cells and the architecture, mechanical stability, and function of the intestinal epithelium of mice.
Subject(s)
Intestinal Mucosa/metabolism , Stem Cells/metabolism , Sumoylation , Ubiquitin-Conjugating Enzymes/metabolism , Animals , Intestinal Mucosa/drug effects , Intestinal Mucosa/pathology , Mice , Mice, Knockout , Phenotype , Stem Cells/drug effects , Tamoxifen/analogs & derivatives , Tamoxifen/pharmacology , Ubiquitin-Conjugating Enzymes/geneticsABSTRACT
The study of gastric epithelial homeostasis and cancer has been hampered by the lack of stem cell markers and in vitro culture methods. The Wnt target gene Lgr5 marks stem cells in the small intestine, colon, and hair follicle. Here, we investigated Lgr5 expression in the stomach and assessed the stem cell potential of the Lgr5(+ve) cells by using in vivo lineage tracing. In neonatal stomach, Lgr5 was expressed at the base of prospective corpus and pyloric glands, whereas expression in the adult was predominantly restricted to the base of mature pyloric glands. Lineage tracing revealed these Lgr5(+ve) cells to be self-renewing, multipotent stem cells responsible for the long-term renewal of the gastric epithelium. With an in vitro culture system, single Lgr5(+ve) cells efficiently generated long-lived organoids resembling mature pyloric epithelium. The Lgr5 stem cell marker and culture method described here will be invaluable tools for accelerating research into gastric epithelial renewal, inflammation/infection, and cancer.
Subject(s)
Aging , Cell Differentiation , Gastric Mucosa/metabolism , Receptors, G-Protein-Coupled/metabolism , Stem Cells/cytology , Stem Cells/metabolism , Stomach/cytology , Animals , Biomarkers/metabolism , Cell Lineage , Cells, Cultured , Gene Expression Profiling , Gene Expression Regulation , Mice , Mice, Transgenic , Receptors, G-Protein-Coupled/genetics , Stem Cells/chemistry , Stomach/chemistryABSTRACT
Mutational activation of the phosphatidylinositol 3-kinase (PI3K) pathway occurs in a wide variety of tumors, whereas activating Wnt pathway mutants are predominantly found in colon cancer. Because GSK3 is a key component of both pathways, it is widely assumed that active PI3K signaling feeds positively into the Wnt pathway by protein kinase B (PKB)-mediatefd inhibition of GSK3. In addition, PKB has been proposed to modulate the canonical Wnt signaling through direct stabilization and nuclear localization of beta-catenin. Here, we show that compartmentalization by Axin of GSK3 prohibits cross-talk between the PI3K and Wnt pathways and that Wnt-mediated transcriptional activity is not modulated by activation of the PI3K/PKB pathway.
Subject(s)
Caenorhabditis elegans/metabolism , Cell Nucleus/metabolism , Phosphatidylinositol 3-Kinases/metabolism , Signal Transduction/physiology , Wnt Proteins/metabolism , beta Catenin/metabolism , Active Transport, Cell Nucleus/physiology , Animals , Caenorhabditis elegans/genetics , Caenorhabditis elegans Proteins , Cell Line , Cell Nucleus/genetics , Enzyme Activation/physiology , Humans , Phosphatidylinositol 3-Kinases/genetics , Protein Serine-Threonine Kinases , Proto-Oncogene Proteins c-akt/genetics , Proto-Oncogene Proteins c-akt/metabolism , Transcription, Genetic/physiology , Wnt Proteins/genetics , beta Catenin/geneticsABSTRACT
Telomere dysfunction limits the proliferative capacity of human cells and induces organismal aging by activation of p53 and p21. Although deletion of p21 elongates the lifespan of telomere-dysfunctional mice, a direct analysis of p53 in telomere-related aging has been hampered by early tumor formation in p53 knockout mice. Here we analyzed the functional consequences of conditional p53 deletion. Intestinal deletion of p53 shortened the lifespan of telomere-dysfunctional mice without inducing tumor formation. In contrast to p21 deletion, the deletion of p53 impaired the depletion of chromosomal-instable intestinal stem cells in aging telomere-dysfunctional mice. These instable stem cells contributed to epithelial regeneration leading to an accumulation of chromosomal instability, increased apoptosis, altered epithelial cell differentiation and premature intestinal failure. Together, these results provide the first experimental evidence for an organ system in which p53-dependent mechanisms prevent tissue destruction in response to telomere dysfunction by depleting genetically instable stem cells.
Subject(s)
Aging/physiology , Chromosomal Instability , Gene Deletion , Stem Cells/metabolism , Telomere/genetics , Tumor Suppressor Protein p53/deficiency , Animals , Cell Cycle , DNA Damage , Genome , Intestinal Mucosa/metabolism , Intestines/cytology , Mice , Mice, Knockout , Stem Cells/cytology , Tumor Suppressor Protein p53/genetics , Tumor Suppressor Protein p53/metabolismABSTRACT
Intestinal cancer is initiated by Wnt-pathway-activating mutations in genes such as adenomatous polyposis coli (APC). As in most cancers, the cell of origin has remained elusive. In a previously established Lgr5 (leucine-rich-repeat containing G-protein-coupled receptor 5) knockin mouse model, a tamoxifen-inducible Cre recombinase is expressed in long-lived intestinal stem cells. Here we show that deletion of Apc in these stem cells leads to their transformation within days. Transformed stem cells remain located at crypt bottoms, while fuelling a growing microadenoma. These microadenomas show unimpeded growth and develop into macroscopic adenomas within 3-5weeks. The distribution of Lgr5(+) cells within stem-cell-derived adenomas indicates that a stem cell/progenitor cell hierarchy is maintained in early neoplastic lesions. When Apc is deleted in short-lived transit-amplifying cells using a different cre mouse, the growth of the induced microadenomas rapidly stalls. Even after 30weeks, large adenomas are very rare in these mice. We conclude that stem-cell-specific loss of Apc results in progressively growing neoplasia.
Subject(s)
Adenomatous Polyposis Coli Protein/deficiency , Adenomatous Polyposis Coli Protein/genetics , Cell Lineage , Cell Transformation, Neoplastic , Intestinal Neoplasms/genetics , Intestinal Neoplasms/pathology , Neoplastic Stem Cells/pathology , Adenoma/genetics , Adenoma/metabolism , Adenoma/pathology , Animals , Cell Proliferation , Cell Transformation, Neoplastic/genetics , Cell Transformation, Neoplastic/pathology , Colonic Neoplasms/genetics , Colonic Neoplasms/metabolism , Colonic Neoplasms/pathology , Genes, APC , Intestinal Neoplasms/metabolism , Mice , Neoplastic Stem Cells/metabolism , Receptors, G-Protein-Coupled/analysis , Receptors, G-Protein-Coupled/genetics , Receptors, G-Protein-Coupled/metabolism , beta Catenin/metabolismABSTRACT
Wnt signalling is involved in numerous events in animal development, including the proliferation of stem cells and the specification of the neural crest. Wnt proteins are potentially important reagents in expanding specific cell types, but in contrast to other developmental signalling molecules such as hedgehog proteins and the bone morphogenetic proteins, Wnt proteins have never been isolated in an active form. Although Wnt proteins are secreted from cells, secretion is usually inefficient and previous attempts to characterize Wnt proteins have been hampered by their high degree of insolubility. Here we have isolated active Wnt molecules, including the product of the mouse Wnt3a gene. By mass spectrometry, we found the proteins to be palmitoylated on a conserved cysteine. Enzymatic removal of the palmitate or site-directed and natural mutations of the modified cysteine result in loss of activity, and indicate that the lipid is important for signalling. The purified Wnt3a protein induces self-renewal of haematopoietic stem cells, signifying its potential use in tissue engineering.