Single-Cell RNA-seq Reveals Obesity-Induced Alterations in the BRAC1 Mutant Mammary Tumor Microenvironment
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ABSTRACT:
PROVIDER: PRJNA640665 | ENA |
REPOSITORIES: ENA
Dataset's files
| Action | DRS | |||
|---|---|---|---|---|
| SRR12057549.fastq.gz | Fastqsanger.gz | |||
| SRR12057550.fastq.gz | Fastqsanger.gz | |||
| SRR12057551.fastq.gz | Fastqsanger.gz | |||
| SRR12057552.fastq.gz | Fastqsanger.gz |
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Project description:In this study, we conducted single-cell RNA sequencing (scRNA-seq) studies to investigate the impact of high-fat diet (HFD)-induced obesity on transcriptomic landscapes of stromal and immune cells in mammary glands of Brca1-/-;p53+/- mice, an animal breast cancer model. The scRNA-seq profiling data showed that five different subtypes of stromal fibroblasts existed in mouse mammary glands. HFD-induced obesity led to upregulated expression of extracellular matrix (ECM) genes (Col3a1, Col6a3, Eln, and Sparc) and downregulated expression of immunoregulatory genes (Iigp1, Ccl2, and Cxcl10) in these stromal subtype cells. These findings, taken together, suggest that obesity alters the ECM composition and immune ecosystem through modulating the functionality of mammary stromal cells. Moreover, scRNA-seq analysis of mammary immune cells indicated that HFD-induced obesity promoted the generation and/or recruiting of pro-tumorigenic M2 macrophages in mammary glands.
2020-09-08 | GSE152866 | GEO
Project description:Younger age and obesity increase the incidence and rates of metastasis of triple-negative breast cancer (TNBC), an aggressive subtype of breast cancer. The tissue microenvironment, specifically the extracellular matrix (ECM), is known to promote tumor invasion and metastasis. We sought to characterize the effect of both age and obesity on the ECM of mammary fat pads. We used a diet-induced obesity (DIO) model where 10-week-old female mice were fed a high-fat diet (HFD) for 16 weeks or a control chow diet (CD) where time points were every 4 weeks to monitor age and obesity HFD progression. We isolated the mammary fat pads to characterize the ECM at each time point. Utilizing proteomics, we found that the early stages of obesity were sufficient to induce distinct differences in the ECM composition of mammary fat pads that promote TNBC cell invasion. ECM proteins previously implicated in driving TNBC invasion Collagen IV and Collagen VI, were enriched with weight gain. Together these data implicate ECM changes in the primary tumor microenvironment as mechanisms by which age and obesity contribute to breast cancer progression.
2024-06-06 | PXD050250 | Pride
Project description:We explored early changes in gene expression in the livers and lungs of the HFD-fed, metastasizing mammary tumor-bearing and obesity-resistant mice mice. These alterations may have led to favorable conditions for both the formation of pro-inflammatory and pro-mitotic microenvironments in the target organs that promote immune cell infiltration and differentiation, as well as infiltration and proliferation of metastatic tumor cells.
2012-03-05 | GSE36211 | GEO
Project description:We explored early changes in gene expression in the livers and lungs of the HFD-fed, metastasizing mammary tumor-bearing and obesity-resistant mice mice. These alterations may have led to favorable conditions for both the formation of pro-inflammatory and pro-mitotic microenvironments in the target organs that promote immune cell infiltration and differentiation, as well as infiltration and proliferation of metastatic tumor cells. Total RNA was isolated from hepatic and pulmonary tissues of high fat diet fed-4T1 cell-injected mice or high fat diet fed-sham mice. Gene expressions were compared to control diet fed-same conditional mice.
2012-03-05 | E-GEOD-36211 | biostudies-arrayexpress
Project description:Immune checkpoint blockade reprograms systemic immune landscape and tumor microenvironment in obesity-associated breast cancer [Mammary fat pad, MFP]
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Project description:Estrogen signaling modulates the colon microenvironment during obesity
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Project description:BackgroundObesity is a risk factor for breast cancer, and women with obesity that develop breast cancer have a worsened prognosis. Within the mammary gland, obesity causes chronic, macrophage-driven inflammation and adipose tissue fibrosis. Weight loss is a recommended intervention to resolve obesity, but the impact of weight loss on the mammary gland microenvironment and in tumors has not been well identified.MethodsTo examine the effects of weight loss following obesity, mice were fed a high-fat diet for 16 weeks to induce obesity, then switched to a low-fat diet for 6 weeks. We examined changes in immune cells, including fibrocytes, which are myeloid lineage cells that have attributes of both macrophages and myofibroblasts, and collagen deposition within the mammary glands of non-tumor-bearing mice and within the tumors of mice that were transplanted with estrogen receptor alpha positive TC2 tumor cells.ResultsIn formerly obese mice, we observed reduced numbers of crown-like structures and fibrocytes in mammary glands, while collagen deposition was not resolved with weight loss. Following transplant of TC2 tumor cells into the mammary glands of lean, obese, and formerly obese mice, diminished collagen deposition and cancer-associated fibroblasts were observed in tumors from formerly obese mice compared to obese mice. Within tumors of obese mice, increased myeloid-derived suppressor cells and diminished CD8+ T cells were identified, while the microenvironment of tumors of formerly obese mice were more similar to tumors from lean mice. When TC2 tumor cells were mixed with CD11b+CD34+ myeloid progenitor cells, which are the cells of origin for fibrocytes, and transplanted into mammary glands of lean and obese mice, collagen deposition within the tumors of both lean and obese was significantly greater than when tumor cells were mixed with CD11b+CD34- monocytes or total CD45+ immune cells.ConclusionsOverall, these studies demonstrate that weight loss resolved some of the microenvironmental conditions within the mammary gland that may contribute to tumor progression. Additionally, fibrocytes may contribute to early collagen deposition in mammary tumors of obese mice leading to the growth of desmoplastic tumors.
| S-EPMC10693119 | biostudies-literature
Project description:Obesity is a risk factor for breast cancer, and women with obesity that develop breast cancer have a worsened prognosis. Within the mammary gland, obesity causes chronic, macrophage-driven inflammation and adipose tissue fibrosis. To examine the impact of weight loss on the mammary microenvironment, mice were fed high-fat diet to induce obesity, then switched to a low-fat diet. In formerly obese mice, we observed reduced numbers of crown-like structures and fibrocytes in mammary glands, while collagen deposition was not resolved with weight loss. Following transplant of TC2 tumor cells into the mammary glands of lean, obese, and formerly obese mice, diminished collagen deposition and cancer-associated fibroblasts were observed in tumors from formerly obese mice compared to obese mice. When TC2 tumor cells were mixed with CD11b+CD34+ myeloid progenitor cells, collagen deposition within the tumors was significantly greater compared to when tumor cells were mixed with CD11b+CD34- monocytes, suggesting that fibrocytes contribute to early collagen deposition in mammary tumors of obese mice. Overall, these studies show that weight loss resolved some of the microenvironmental conditions within the mammary gland that may contribute to tumor progression.
| S-EPMC10312750 | biostudies-literature
Project description:Epidemiological studies highlight a strong association between obesity and colorectal cancer (CRC). This association appears stronger in men and a role for sex hormones is indicated by epidemiological studies. Especially estrogen is protective against CRC and correlated to several aspects of the metabolic syndrome. Anti-inflammatory and anti-tumorigenic effects of estrogen in colon have been demonstrated to act via estrogen receptor beta (ERβ). This led us to hypothesize that estrogenic signaling, through both systemic and local effects might modulate the colon microenvironment during HFD-induced obesity. In order to test our hypothesis mice were fed a control diet or a high fat diet (HFD) for 3 weeks and treated with different estrogenic ligands. In the present study, we demonstrate that there are sex-differences in the response to HFD-induced obesity and in the colon transcriptome. Both sexes develop obesity with an impaired circadian rhythm but the male metabolic profile is more sensitive to HFD and increased the colon epithelial cell proliferation. Females were resistant to impaired glucose metabolism, but HFD-feeding increased the infiltration of macrophages. Estrogen signaling in males, via ERα, presented anti-obesogenic effects. However, systemic and/or local activation of both ERα and ERβ restored the circadian rhythm in the males. In females, systemic activation of ERα restored the circadian rhythm, however, systemic and/or local activation of ERβ down-regulated the expression of macrophage markers. These results suggest that estrogen signaling through systemic and/or local activation of ERβ can regulate the colon microenvironment during HFD-induced obesity.
2020-10-07 | GSE149811 | GEO
Project description:The breast tumor microenvironment plays an active role in tumorigenesis. Molecular alterations, including epigenetic modifications to DNA, and changes in RNA and protein expression have been identified in tumor-associated stroma; however, there is considerable debate as to whether the stroma is characterized by genomic instability or whether detection of chromosomal alterations in the breast stroma is a reflection of technological artifact rather than the true genomic content of the tumor microenvironment. Methods: Surgically-removed breast stroma specimens from 112 women undergoing reductive mammoplasty (n=15), prophylactic mastectomy (N=6) or mastectomy for a diagnosis of breast disease (n=92) were frozen in optimal cutting temperature medium. Allelic imbalance (AI) analysis was performed in 484 stromal specimens from 98 women using a panel of 52 microsatellite markers; SNP data was generated from a subset of 86 stromal specimens using 250K SNP arrays (Affymetrix). Copy number alterations were identified using Partek Genomics Suite. Results: AI was not detected in 92% (444/484) of stroma specimens. When compared to previously generated AI data from 77 formalin-fixed, paraffin-embedded stroma specimens (Ellsworth et al., Ann Surg Oncol 2004), 32 (42%) of which harbored at least one detectable AI event, the frequency of AI in the FFPE specimens (4.62%) was significantly higher (P<0.0001) than that found in frozen specimens (0.45%). Of the stroma specimens assayed using SNP arrays 95% (82/86) had no detectable alterations and the 11 copy number changes were small and not shared between specimens. Conclusions: The data presented here support a model in which the tumor microenvironment is genetically stable. The direct comparison of copy number alterations between FFPE and frozen research-grade specimens using identical methodologies suggests that past reports of significant AI in breast stroma, both adjacent to and distant from the tumor, reflects artifact in the archival specimens caused by formalin-fixation, paraffin-embedding and tissue storage. 250K STY data was generated for 86 breast stromal specimens. The tissue specimens were analyzed by paired analysis to the SNP data from matched genomic (blood) DNAs
2012-12-21 | E-GEOD-38071 | biostudies-arrayexpress