Back

Transcriptomic profiling of human orbital fat and differentiating orbital fibroblasts

Kim, D. W.; Taneja, K.; Hoang, T.; Santiago, C. P.; McCulley, T. J.; Merbs, S. L.; Mahoney, N. R.; Blackshaw, S.; Rajaii, F.

2021-05-15 molecular biology
10.1101/2021.05.13.443857 bioRxiv
Show abstract

Structured AbstractO_ST_ABSPurposeC_ST_ABSOrbital fat hyperplasia has a central role in the manifestations of thyroid-associated orbitopathy (TAO). To better understand the pathways involved in adipogenesis in TAO, we have used transcriptomic methods to analyze gene expression in control and TAO patients, as well as in differentiating orbital fibroblasts (OFs). MethodsWe performed bulk RNA sequencing (RNA-Seq) on intraconal orbital fat to compare gene expression in control and TAO patients. We treated cultured OFs derived from TAO patients with media containing dexamethasone, insulin, rosiglitazone, and isobutylmethylxanthine (IBMX) to induce adipogenesis. We used single nuclear RNA-Seq (snRNA-Seq) profiling of treated OFs to compare gene expression over time in order to identify pathways that are involved in orbital adipogenesis in vitro and compared the dynamic patterns of gene expression identify differences in gene expression in control and TAO orbital fat. ResultsOrbital fat from TAO and control patients segregate with principal component analysis (PCA). Numerous signaling pathways are enriched in orbital fat isolated from TAO patients. SnRNA-Seq of orbital fibroblasts undergoing adipogenesis reveals differential expression of adipocyte-specific genes over the developmental time course. Furthermore, genes that are enriched in TAO orbital fat are also upregulated in orbital adipocytes that differentiate in vitro, while genes that are enriched in control orbital fat are enriched in orbital fibroblasts prior to differentiation. ConclusionsDifferentiating orbital fibroblasts serve as a model to study orbital fat hyperplasia seen in TAO. We demonstrate that the insulin-like growth factor-1 receptor (IGF-1R) and Wnt signaling pathways are differentially expressed early in orbital adipogenesis. PrecisTo understand the pathways involved in adipogenesis in TAO, we used transcriptomic methods to analyze gene expression in control and TAO patients, as well as in differentiating OFs. We demonstrate that the IGF-1R and Wnt signaling pathways are differentially expressed during orbital adipogenesis.

Matching journals

The top 13 journals account for 50% of the predicted probability mass.

1
Molecular Medicine
11 papers in training set
Top 0.1%
9.8%
2
Scientific Reports
3612 papers in training set
Top 12%
6.3%
3
Investigative Opthalmology & Visual Science
37 papers in training set
Top 0.1%
6.3%
4
Investigative Ophthalmology & Visual Science
25 papers in training set
Top 0.1%
4.9%
5
eLife
5828 papers in training set
Top 29%
4.1%
6
Stem Cell Research & Therapy
30 papers in training set
Top 0.2%
3.3%
7
PLOS ONE
5266 papers in training set
Top 37%
3.3%
8
Molecular Therapy - Nucleic Acids
25 papers in training set
Top 0.1%
3.2%
9
Communications Biology
993 papers in training set
Top 8%
2.4%
10
iScience
1154 papers in training set
Top 12%
2.1%
11
Cells
249 papers in training set
Top 2%
2.1%
12
Journal of The Royal Society Interface
235 papers in training set
Top 2%
1.9%
13
Molecular Therapy Nucleic Acids
39 papers in training set
Top 0.4%
1.9%
50% of probability mass above
14
JCI Insight
277 papers in training set
Top 4%
1.9%
15
International Journal of Molecular Sciences
494 papers in training set
Top 7%
1.8%
16
Molecular Metabolism
112 papers in training set
Top 1.0%
1.8%
17
Frontiers in Physiology
106 papers in training set
Top 1%
1.7%
18
NAR Molecular Medicine
22 papers in training set
Top 0.1%
1.5%
19
Proceedings of the National Academy of Sciences
2444 papers in training set
Top 30%
1.5%
20
Nature Communications
5641 papers in training set
Top 47%
1.5%
21
Cell Reports
1498 papers in training set
Top 22%
1.4%
22
Journal of Biological Chemistry
690 papers in training set
Top 6%
1.4%
23
Experimental Cell Research
28 papers in training set
Top 0.5%
1.0%
24
Stem Cell Reports
130 papers in training set
Top 2%
0.9%
25
Cell Death & Disease
126 papers in training set
Top 3%
0.9%
26
Biochimica et Biophysica Acta (BBA) - Molecular Basis of Disease
26 papers in training set
Top 0.8%
0.9%
27
Cell Communication and Signaling
51 papers in training set
Top 1%
0.9%
28
Frontiers in Endocrinology
58 papers in training set
Top 1%
0.9%
29
Stem Cells
31 papers in training set
Top 0.7%
0.9%
30
Journal of Lipid Research
39 papers in training set
Top 0.7%
0.6%