| Literature DB >> 33780491 |
Gao Sheng1,2, Hongyan Yuan1, Lu Jin1, Suman Ranjit3, Julia Panov4, Xun Lu5, Moshe Levi3, Robert I Glazer1.
Abstract
One of the central challenges for cancer therapy is the identification of factors in the tumor microenvironment that increase tumor progression and prevent immune surveillance. One such element associated with breast cancer is stromal fibrosis, a histopathologic criterion for invasive cancer and poor survival. Fibrosis is caused by inflammatory factors and remodeling of the extracellular matrix that elicit an immune tolerant microenvironment. To address the role of fibrosis in tumorigenesis, we developed NeuT/ATTAC transgenic mice expressing a constitutively active NeuT/erbB2 transgene, and an inducible, fat-directed caspase-8 fusion protein, which upon activation results in selective and partial ablation of mammary fat and its replacement with fibrotic tissue. Induction of fibrosis in NeuT/ATTAC mice led to more rapid tumor development and an inflammatory and fibrotic stromal environment. In an effort to explore therapeutic options that could reduce fibrosis and immune tolerance, mice were treated with the oxysterol liver X receptor (LXR) pan agonist, N,N-dimethyl-3-β-hydroxy-cholenamide (DMHCA), an agent known to reduce fibrosis in non-malignant diseases. DMHCA reduced tumor progression, tumor multiplicity and fibrosis, and improved immune surveillance by reducing infiltrating myeloid-derived suppressor cells and increasing CD4 and CD8 effector T cells. These effects were associated with downregulation of an LXR-dependent gene network related to reduced breast cancer survival that included Spp1, S100a9, Anxa1, Mfge8 and Cd14. These findings suggest that the use of DMHCA may be a potentially effective approach to reduce desmoplasia and immune tolerance and increase the efficacy of cancer therapy.Entities:
Year: 2021 PMID: 33780491 PMCID: PMC8007044 DOI: 10.1371/journal.pone.0248996
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 4FLIM and SHG analysis of mammary tumors from control and DMHCA-treated NeuT/ATTAC mice receiving AP21087.
FLIM: The red cursor shows the collagen I phasor signature, where the control tumor (A) has a larger spread of phasor points compared to the tumor from the DMHCA-treated animal (B), and indicates tumor heterogeneity. Multiple cursors selected areas of the phasor clouds for the control tumor (A) DMHCA-treated tumor (B). The control tumor shows excessive collagen I deposition shown by the red shading (C), as well as pink and cyan shading, which are largely absent in the DMHCA-treated tumor (D). The orange and olive green shading in the DMHCA-treated tumor (D) emphasize the changes occurring in the TME as a result of DMHCA treatment. SHG: SHG is generated from the interaction of light with the non-centrosymmetric structure of collagen I fibers (red shading), and indicates fibrosis. E, The phasor signature of SHG (red shaded cursor) is separated from fluorescence and appears at G = 1, S = 0), since the harmonic generation signal is not delayed compared to fluorescence, and the phasor from fluorescence appears inside the universal black semi-circle. Extensive collagen deposition is present in the control tumor (F) and is largely absent in the DMHCA-treated tumor (G), indicating a marked reduction in fibrosis. The areas represented in F and G are the same areas shown in C and D, respectively. Scale bar, 1.2 mm.
Fig 1DMHCA reduced tumor progression and tumor multiplicity.
Fibrosis was induced by i.p. injection of 0.4 mg/kg AP three times weekly beginning at 6 weeks of age and throughout the interval noted (‘Days on AP’). Beginning at 8 weeks of age, animals were administered a diet containing 0.05% DMHCA (100 mg/kg) until tumors appeared. A, Survival analysis of tumor progression following DMHCA treatment of NeuT/ATTAC+AP mice. Statistical significance was determined by the log rank Mantel-Cox test. B, Tumor multiplicity following DMHCA treatment. Statistical significance was determined by the two-tailed t test.
Disease networks enriched in genes downregulated in tumors from NeuT/ATTAC+AP mice treated with DMHCA.
| Disease | Overlap | Overlapping Entities | p-value | Jaccard similarity |
|---|---|---|---|---|
| 22 | 1.94E-16 | 2.81E-02 | ||
| SLC12A2;MMP3;PTGER4;PTN;SELL;NPY | ||||
| 23 | 2.29E-15 | 2.34E-02 | ||
| ARG1;LTB;MMP3;PTGER4;SELL;NPY | ||||
| 25 | 1.46E-14 | 1.90E-02 | ||
| WNT7B;ADORA1;MMP12;AREG;ANGPT1;ARG1;SELL;NPY | ||||
| 20 | 8.56E-14 | 2.44E-02 | ||
| MMP3;PTGER4;SELL | ||||
| 31 | 1.10E-13 | 1.31E-02 | ||
| ADAM33;MMP3;PTGER4;LOXL4;WFDC2;SMOC1;ADORA1;MMP12;AREG;ANGPT1;ARG1;PDGFD;PTN;SELL;NPY | ||||
| 46 | 1.34E-13 | 8.08E-03 | ||
| SOX13;KRT7;SLPI;PTGES;SLC12A2;SREBF1;AJAP1;MMP3;PTGER4;TYRO3;LOXL4;WNT7B;DEPTOR;LEF1;WFDC2;S100A6; | ||||
| MMP12;SEMA3D;AREG;ANGPT1;S100A14;PIK3R5;STARD13;ARG1;LTB;PDGFD;PKP1;PTN;SELL;NPY | ||||
| 20 | 5.52E-13 | 2.22E-02 | ||
| MMP3;PTGER4;LOXL4;NPY | ||||
| 42 | 3.53E-12 | 8.23E-03 | ||
| SLC12A2;SREBF1;ADAM33;MMP3;PTGER4;TYRO3;DEPTOR;CCL5;WFDC2;SMOC1;ADORA1;S100A6;MMP12;CSN2;AREG; | ||||
| IL18R1;ANGPT1;MAL;ARG1;LTB;PDGFD;PTN;SELL;NPY | ||||
| 49 | 3.93E-11 | 6.53E-03 | ||
| LOXL4;DEPTOR;LEF1;ADORA1;AREG;MAL;STARD13;ARG1;LTB;PDGFD;PKP1;PTN;CD37;SPARCL1;ENPP2;SEMA3B;SFTPD; | ||||
| CD83;SLPI;PTGES;ADAM33;AJAP1;MMP3;TYRO3;WNT7B;SMOC1;MMP12;SEMA3D;IL18R1;ANGPT1;S100A14;SELL;NPY | ||||
| 12 | 6.74E-10 | 2.97E-02 | ||
| 20 | 1.78E-09 | 1.44E-02 | ||
| LOXL4;SELL;WNT7B;LEF1 | ||||
| 15 | 2.85E-09 | 1.98E-02 | ||
| 20 | 7.88E-09 | 1.32E-02 | ||
| LOXL4;PTN;SELL;LEF1 | ||||
| 31 | 9.12E-09 | 8.54E-03 | ||
| MMP3;PTGER4;TYRO3;WNT7B;ADORA1;MMP12;AREG;ANGPT1;S100A14;PIK3R5;STARD13;ARG1;PDGFD;PKP1;PTN | ||||
| 41 | 2.11E-08 | 6.51E-03 | ||
| KRT7;SLPI;PTGES;SREBF1;MMP3;PTGER4;TYRO3;LOXL4;SGSM1;WNT7B;DEPTOR;LEF1;WFDC2;SMOC1;S100A6;MMP12; | ||||
| SEMA3D;AREG;ANGPT1;S100A14;MAL;PIK3R5;PDGFD;PTN;SELL;NPY | ||||
| 17 | 8.97E-08 | 1.35E-02 |
Genes are from the RNAseq results in S3 Table in S1 File. Genes depicted in Fig 2C containing an LXR response element are in BOLD. Shown are groups containing ≥12 genes with a p-value <0.05.
Damage-associated molecular patterns downregulated by DMHCA in tumors from NeuT/ATTAC+AP mice.
| Gene Symbol | Gene Name | FC | padj | Ctl Mean | DMHCA Mean |
|---|---|---|---|---|---|
| S100A14 | S100 Calcium Binding Protein A14 | -8.1 | 4.92E-02 | 1,119 | 139 |
| S100A6 | S100 Calcium Binding Protein A6 | -5.8 | 6.54E-07 | 15,295 | 2,619 |
| HMGN3 | High Mobility Group Nucleosomal Binding Domain 3 | -4.8 | 2.00E-03 | 1,814 | 377 |
| PTGS2 | Prostaglandin-Endoperoxide Synthase 2 | -4.4 | 2.95E-02 | 635 | 144 |
| Prostaglandin E Synthase | -3.9 | 7.14E-02 | 843 | 218 | |
| HSPB8 | Heat Shock Protein Family B (Small) Member 8 | -3.5 | 4.21E-02 | 2,216 | 630 |
| S100 Calcium Binding Protein A9 | -3.3 | 3.46E-02 | 302 | 87 | |
| Annexin A1 | -3.3 | 6.82E-02 | 16,053 | 4,153 | |
| CD209B | C-Type Lectin Domain Family 4 Member L | -9.4 | 3.06E-03 | 743 | 80 |
| CLEC7A | C-Type Lectin Domain Containing 7A | -3.9 | 1.72E-02 | 658 | 171 |
Shown are genes from S3 Table in S1 File with a raw score >300, ≥3-fold change in expression and a padj <0.05. Genes in bold contain an LXR response element. PRRs, pattern recognition receptors.
Fig 2RNAseq analysis of tumors from NeuT/ATTAC+AP mice treated with DMHCA.
A, Volcano plot comparing up- and downregulated genes with a p-value <0.05 and a ≥3-fold change. B, Kaplan-Meier analysis of survival probability in all breast cancer subjects with high or low expression of LXR-modulated genes. C, The interrelationship of LXR-modulated genes downregulated in tumors from NeuT/ATTAC+AP mice after DMHCA treatment.
Genes modulated by DMHCA that positively correlate with increased progression-free survival in breast cancer subjects.
| Gene Symbol | Gene Name | FC | padj | Ctl Mean | DMHCA Mean |
|---|---|---|---|---|---|
| Arg1 | Arginase 1 | 10.3 | 1.54E-02 | 1,489 | 15,384 |
| Nrg1 | Neuregulin 1 | 5.4 | 2.71E-02 | 249 | 1,333 |
| Stearoyl-CoA Desaturase | 4.4 | 3.37E-05 | 21,644 | 95,956 | |
| Serum response element binding protein 1 | 4.3 | 3.35E-07 | 23,854 | 102,661 | |
| Arfgef2 | ADP Ribosylation Factor Guanine Nucleotide Exchange Factor 2 | 3.8 | 2.28E-02 | 2,447 | 9,221 |
| St3gal5 | ST3 Beta-Galactoside Alpha-2,3-Sialyltransferase 5 | 3.5 | 3.09E-05 | 2,739 | 9,673 |
| Tnfrsf19 | TNF Receptor Superfamily Member 19 | 3.2 | 6.71E-02 | 867 | 2,817 |
| Stard13 | StAR Related Lipid Transfer Domain Containing 13 | 3.2 | 6.86E-03 | 674 | 2,184 |
| Phospholysine Phosphohistidine Inorganic Pyrophosphate Phosphatase | 3.2 | 3.39E-03 | 343 | 1,098 | |
| Eng | Endoglin | 3.2 | 4.13E-02 | 1,584 | 5,060 |
| Branched Chain Keto Acid Dehydrogenase E1 Subunit Alpha | 3.2 | 1.21E-03 | 4,328 | 13,821 | |
| Carboxypeptidase | 3.1 | 1.28E-02 | 27,885 | 85,878 | |
| SRY-Box Transcription Factor 13 | 3.0 | 1.46E-03 | 1,289 | 3,808 | |
| ATP Binding Cassette Subfamily A Member 1 | 2.8 | 2.45E-03 | 4,862 | 13,428 | |
| Wnt5a | Wnt Family Member 5A | -3.1 | 6.59E-02 | 1,660 | 533 |
| S100 Calcium Binding Protein A9 | -3.3 | 3.46E-02 | 303 | 87 | |
| CD14Molecule | -3.6 | 5.34E-05 | 17,094 | 4,758 | |
| S100a6 | S100 Calcium Binding Protein A6 | -5.8 | 6.54E-07 | 15,295 | 2,619 |
| CD209b | Dendritic Cell-Specific Intracellular Adhesion Molecules | -9.4 | 3.06E-03 | 743 | 80 |
| Lyz1 | Lysozyme | -9.8 | 4.45E-02 | 1,348 | 138 |
| Secreted Phosphoprotein 1 | -15.7 | 1.33E-12 | 624,507 | 39,662 |
Tumors from NeuT/ATTAC+AP mice were analyzed by RNAseq (see S3 Table in S1 File) and include genes with a raw score >300, ≥3-fold change in expression and a padj <0.05. Genes in bold contain an LXRE response element.
Genes related to immune suppression that are negatively regulated by DMHCA in tumors from NeuT/ATTAC+AP mice.
| Gene Symbol | Gene Name | Fold Change | padj | Immune Cell |
|---|---|---|---|---|
| S100 Calcium Binding Protein A9 | -3.3 | 3.46E-02 | M-MDSC | |
| Annexin A1 | -3.3 | 1.73E-04 | M-MDSC | |
| Myeloid Cell-Specific Leucine-Rich Glycoprotein | -3.6 | 5.34E-05 | MDSC | |
| Clec7a | C-Type Lectin Domain Containing 7A | -3.9 | 1.72E-02 | MDSC |
| Ptgs2 | Prostaglandin-Endoperoxide Synthase 2 | -4.4 | 2.95E-02 | MDSC |
| Mfge8 | Milk Fat Globule EGF And Factor V/VIII Domain Containing | -5.0 | 1.31E-08 | Treg |
| Wfdc2 | WAP Four-Disulfide Core Domain 2 | -7.5 | 6.17E-08 | MDSC |
| C-C Motif Chemokine Ligand 5 | -8.9 | 4.21E-02 | MDSC | |
| Lyz | Lysozyme | -9.8 | 4.45E-02 | M-MDSC |
| Secreted Phosphoprotein 1 | -15.7 | 1.33E-12 | G-MDSC | |
| Csf3 | Colony Stimulating Factor 3 | -20.7 | 3.31E-03 | M-MDSC |
| Cxcl13 | C-X-C Motif Chemokine Ligand 13 | -24.9 | 4.54E-02 | MDSC |
| Sell | Selectin L | -48.8 | 1.08E-02 | M-MDSC |
The immune suppressive cell type is based on the Human Protein Atlas (https://www.proteinatlas.org) and UniProt (https://www.uniprot.org/uniprot) databases. Genes with a padj <0.05 are listed and those containing an LXRE are in bold. Data are taken from S3 Table in S1 File.
Fig 3Comparison of FAP, CCL5, S100A9 and collagen expression in HER2+ breast cancer and in tumors from NeuT/ATTC+AP mice and following DMHCA treatment.
NeuT/ATTAC mice were administered AP20187 and DMHCA as in Fig 1 and tissues assessed by H&E staining, FAP, CCL5 and S100A9 by IHC and collagen by PicroSirius Red staining.
Fig 5DMHCA reduces tumor infiltrating MDSC and increases CD4+ effector T cells.
A, Flow cytometry analysis of immune cell subsets from tumor infiltrates and spleen after DMHCA treatment. There was a significant increase in CD4 effector T cells and a reduction in M-MDSC and G-MDSC in tumors as well as a reduction of G-MDSC in the spleen. N = 5 per group. G, granulocytic; M, monocytic. Statistical significance was determined by the two-tailed Student’s t test. B, Representative FACS analyses of tumor infiltrates from control and DMHCA-treated mice.