| Literature DB >> 34852451 |
Insoon Jang1, Su-Jin Kim2,3,4, Ra-Young Song5, Kwangsoo Kim1, Seongmin Choi1, Jang-Seok Lee1, Min-Kyeong Gwon1, Moon Woo Seong6, Kyu Eun Lee2,3,4, Jung Hee Kim7.
Abstract
BACKGROUND: An activating mutation (c.617A>C/p.Lys206Arg, L206R) in protein kinase cAMP-activated catalytic subunit alpha (PRKACA) has been reported in 35% to 65% of cases of cortisol-producing adenomas (CPAs). We aimed to compare the clinical characteristics and transcriptome analysis between PRKACA L206R mutants and wild-type CPAs in Korea.Entities:
Keywords: Adrenocortical adenomas; Cushing syndrome; Gene expression profiling; PRKACA mutation; Wnt signaling pathway
Mesh:
Substances:
Year: 2021 PMID: 34852451 PMCID: PMC8743585 DOI: 10.3803/EnM.2021.1217
Source DB: PubMed Journal: Endocrinol Metab (Seoul) ISSN: 2093-596X
Clinical and Biochemical Characteristics of Study Subjects According to PRKACA Somatic Mutation Status
| Characteristic |
| ||
|---|---|---|---|
| L206R | Wild-type | ||
| Number | 29 | 27 | |
| Age, yr | 43±11 | 42±14 | 0.664 |
| Female sex | 25 (86.2) | 24 (88.9) | 0.762 |
| BMI, kg/m2 | 26.1±5.2 | 25.0±4.3 | 0.424 |
| Adenoma size, cm | 3.3±0.7 | 3.8±1.2 | 0.059 |
| Serum cortisol after ODST, μg/dL | 19.7±5.2 | 19.3±5.6 | 0.816 |
| 24-Hour urinary free cortisol, μg/dL | 376±278 | 540±446 | 0.177 |
| Plasma ACTH, pg/mL | 15.6±10.3 | 15.8±10.1 | 0.958 |
| DHEA-S, ng/mL | 218±180 | 1,511±3,307 | 0.001 |
| Diabetes mellitus | 6 (20.7) | 6 (22.2) | 0.621 |
| Hypertension | 19 (65.5) | 15 (55.6) | 0.585 |
| Dyslipidemia | 8 (27.6) | 6 (22.2) | 0.761 |
| Cardiovascular disease | 5 (17.2) | 0 | 0.052 |
| Fracture | 4 (13.8) | 5 (18.5) | 0.725 |
Values are expressed as mean±standard deviation or number (%).
PRKACA, protein kinase cAMP-activated catalytic subunit alpha; BMI, body mass index; ODST, overnight dexamethasone suppression test; ACTH, adrenocorticotropic hormone; DHEA-S, dehydroepiandros-terone sulfate.
Fig. 1Analysis of differentially expressed genes (DEGs) between protein kinase cAMP-activated catalytic subunit alpha (PRKACA) L206R mutants and wild-type cortisol-producing adenomas (CPAs). (A) Volcano plot of DEGs, showing the magnitude (x-axis) and the statistical significance (y-axis) of differences in gene expression between PRKACA L206R mutants and wild-type CPAs. (B) A t-distributed stochastic neighbor embedding (tSNE) plot. FC, fold change.
Major Differentially Expressed Genes in PRKACA L206R Mutants Compared with Wild-Type Cortisol-Producing Adenomas (|FC| ≥2, P<0.05)
| Gene | Description | Log2FC | |
|---|---|---|---|
| Upregulated genes | |||
| | Small nucleolar RNA, H/ACA box 55 | 1.92 | 0.005 |
| | Chloride voltage-gated channel 5 | 1.32 | 0.016 |
| | Arylsulfatase G | 1.26 | 0.047 |
| | Transmembrane protein 217 | 1.16 | 0.017 |
| | SH3 domain binding glutamate rich protein | 1.14 | 0.033 |
|
| |||
| Downregulated genes | |||
| | Lysosomal associated membrane protein family member 5 | −3.65 | 0.003 |
| | Solute carrier family 27 member 6 | −3.51 | <0.001 |
| | Visinin like 1 | −2.99 | 0.002 |
| | APC downregulated 1 | −2.91 | 0.002 |
| | Aldehyde dehydrogenase 1 family member L1 | −2.79 | 0.004 |
| | Napsin B aspartic peptidase, pseudogene | −2.41 | 0.004 |
| | Calcium binding protein 39 like | −2.37 | 0.003 |
| | Junctional adhesion molecule 2 | −2.35 | 0.001 |
| | Potassium calcium-activated channel subfamily M regulatory beta subunit 4 | −2.26 | <0.001 |
| | Chromosome 1 open reading frame 115 | −2.15 | 0.001 |
| | Small cell adhesion glycoprotein | −2.04 | 0.004 |
| | Dickkopf WNT signaling pathway inhibitor 3 | −2.01 | 0.004 |
| | Lymphoid enhancer binding factor 1 | −1.99 | 0.001 |
| | Serine incorporator 5 | −1.79 | 0.003 |
| | Sestrin 3 | −1.76 | 0.002 |
PRKACA, protein kinase cAMP-activated catalytic subunit alpha; FC, fold change.
Enriched Gene Ontology Terms of the Downregulated Genes in PRKACA Mutants
| GO term ID | GO term | Overlap | Z-score | Combined score | ||
|---|---|---|---|---|---|---|
| Biological processes | GO:0044273 | Sulfur compound catabolic process | 7/36 | 1.98E-07 | −1.94 | 30.00 |
| GO:0006027 | Glycosaminoglycan catabolic process | 7/57 | 5.07E-06 | −1.95 | 23.73 | |
| GO:0045892 | Negative regulation of transcription, DNA-templated | 25/814 | 1.59E-05 | −1.76 | 19.48 | |
| GO:0007409 | Axonogenesis | 12/224 | 1.71E-05 | −1.71 | 18.77 | |
| GO:0044272 | Sulfur compound biosynthetic process | 9/123 | 1.72E-05 | −1.37 | 15.00 | |
|
| ||||||
| Molecular functions | GO:0003714 | Transcription corepressor activity | 11/204 | 3.62E-05 | −1.19 | 12.16 |
| GO:0001222 | Transcription corepressor binding | 3/13 | 4.41E-04 | −2.38 | 18.42 | |
| GO:0004860 | Protein kinase inhibitor activity | 5/68 | 1.32E-03 | −1.25 | 8.32 | |
| GO:0000983 | Transcription factor activity, RNA polymerase II core promoter sequence-specific | 3/21 | 1.91E-03 | −1.99 | 12.43 | |
| GO:0019871 | Sodium channel inhibitor activity | 2/7 | 2.87E-03 | −3.43 | 20.07 | |
|
| ||||||
| Cellular components | GO:0005796 | Golgi lumen | 8/99 | 2.49E-05 | −1.27 | 13.43 |
| GO:0005775 | Vacuolar lumen | 10/162 | 2.60E-05 | −2.24 | 23.62 | |
| GO:0043202 | Lysosomal lumen | 7/87 | 8.27E-05 | −1.71 | 16.06 | |
| GO:0005788 | Endoplasmic reticulum lumen | 12/271 | 1.08E-04 | −1.51 | 13.79 | |
| GO:0005901 | Caveola | 4/57 | 4.79E-03 | −1.42 | 7.58 | |
PRKACA, protein kinase cAMP-activated catalytic subunit alpha; GO, Gene Ontology.
Fig. 2Catenin beta 1 (CTNNB1) as an upstream regulator of downregulated genes such as bone morphogenetic protein 4 (BMP4), cyclin D1 (CCND1), lymphoid enhancer binding factor 1 (LEF1), plastin 3 (PLS3), patched 1 (PTCH1), transducer of ERBB2, 2 (TOB2), TSC22 domain family member 1 (TSC22D1), UDP-glucose ceramide glucosyltransferase (UGCG), and versican (VCAN) in protein kinase cAMP-activated catalytic subunit alpha (PRKACA) L206R mutants. Green, downregulation in PRKACA L206R mutants.
Enriched Pathway Analysis of the Downregulated Genes in PRKACA Mutants Using WikiPathways 2019, Panther 2016, and KEGG 2021
| ID | Term | Overlap | Adjusted | Z-score | Combined score | |
|---|---|---|---|---|---|---|
| WikiPathways 2019 | ||||||
| WP2249 | Metastatic brain tumor | 3/6 | 0.0003 | 0.0257 | −4.00 | 33.07 |
| WP1991 | SRF and miRs in smooth muscle differentiation and proliferation | 4/11 | 0.0001 | 0.0186 | −3.02 | 28.02 |
| WP4155 | Endometrial cancer | 8/63 | 0.0001 | 0.0186 | −2.14 | 19.26 |
| WP1545 | miRNAs involved in DNA damage response | 3/15 | 0.0050 | 0.1164 | −3.46 | 18.34 |
| WP3658 | Wnt/beta-catenin signaling pathway in leukemia | 4/26 | 0.0032 | 0.1116 | −2.80 | 16.06 |
| WP3286 | Copper homeostasis | 6/52 | 0.0015 | 0.0873 | −2.02 | 13.16 |
| WP4149 | White fat cell differentiation | 4/32 | 0.0069 | 0.1185 | −2.45 | 12.19 |
| WP3981 | miRNA regulation of prostate cancer signaling pathways | 4/33 | 0.0077 | 0.1185 | −2.49 | 12.12 |
| WP363 | Wnt signaling pathway | 5/52 | 0.0080 | 0.1185 | −2.36 | 11.39 |
|
| ||||||
| Panther 2016 | ||||||
| P00004 | Alzheimer disease-presenilin pathway | 6/99 | 0.0045 | 0.2338 | −1.59 | 8.60 |
| P00035 | Interferon-gamma signaling pathway | 3/28 | 0.0091 | 0.2338 | −1.29 | 6.05 |
| P05918 | p38 MAPK pathway | 3/32 | 0.0132 | 0.2338 | −1.26 | 5.46 |
| P00059 | p53 pathway | 4/71 | 0.0247 | 0.2888 | −1.23 | 4.54 |
| P00057 | Wnt signaling pathway | 9/278 | 0.0305 | 0.2888 | −1.39 | 4.87 |
| P04398 | p53 pathway feedback loops | 3/45 | 0.0327 | 0.2888 | −1.05 | 3.59 |
|
| ||||||
| KEGG 2021 | Circadian rhythm | 4/31 | 0.0005 | 0.0465 | 94.93 | |
| Complement and coagulation cascades | 6/85 | 0.0005 | 0.0465 | 48.22 | ||
| Endometrial cancer | 5/58 | 0.0006 | 0.0465 | 58.44 | ||
| Glycine, serine and threonine metabolism | 4/40 | 0.0013 | 0.0707 | 62.00 | ||
| AMPK signaling pathway | 6/120 | 0.0032 | 0.1209 | 25.47 | ||
| Proteoglycans in cancer | 8/205 | 0.0033 | 0.1209 | 19.62 | ||
| Basal cell carcinoma | 4/63 | 0.0068 | 0.1920 | 28.35 | ||
| Taurine and hypotaurine metabolism | 2/11 | 0.0073 | 0.1920 | 91.16 | ||
| Protein digestion and absorption | 5/103 | 0.0079 | 0.1920 | 20.74 | ||
| Cell adhesion molecules | 6/148 | 0.0088 | 0.1924 | 16.83 | ||
| Thyroid cancer | 3/37 | 0.0097 | 0.1924 | 34.18 | ||
| p53 signaling pathway | 4/73 | 0.0114 | 0.2067 | 21.74 | ||
| Glioma | 4/75 | 0.0125 | 0.2091 | 20.70 | ||
| Colorectal cancer | 4/86 | 0.0197 | 0.2816 | 16.04 | ||
| Coronavirus disease | 7/232 | 0.0218 | 0.2816 | 10.02 | ||
| Axon guidance | 6/182 | 0.0224 | 0.2816 | 10.89 | ||
| One carbon pool by folate | 2/20 | 0.0235 | 0.2816 | 34.74 | ||
| Estrogen signaling pathway | 5/137 | 0.0245 | 0.2816 | 11.79 | ||
| Small cell lung cancer | 4/92 | 0.0245 | 0.2816 | 14.11 | ||
| TGF-beta signaling pathway | 4/94 | 0.0263 | 0.2824 | 13.54 | ||
| Staphylococcus aureus infection | 4/95 | 0.0272 | 0.2824 | 13.26 | ||
| Fc gamma R-mediated phagocytosis | 4/97 | 0.0291 | 0.2881 | 12.74 | ||
| Breast cancer | 5/147 | 0.0319 | 0.3021 | 10.17 | ||
| Insulin resistance | 4/108 | 0.0407 | 0.3697 | 10.30 | ||
| Acute myeloid leukemia | 3/67 | 0.0462 | 0.3875 | 12.03 | ||
| Wnt signaling pathway | 5/166 | 0.0494 | 0.3875 | 7.83 | ||
PRKACA, protein kinase cAMP-activated catalytic subunit alpha; KEGG, Kyoto Encyclopedia of Genes and Genomes; SRF, serum response factor; MAPK, mitogen-activated protein kinase; AMPK, AMP-activated protein kinase; TGF, transforming growth factor.
Fig. 3Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis of Cushing syndrome (hsa04934). Red, upregulation in protein kinase cAMP-activated catalytic subunit alpha (PRKACA) L206R mutants; green, downregulation in PRKACA L206R mutants. Steroid hormone biosynthesis, including STAR, CYP11A1, CYP17A1, HSD3B2, and CYP21A, was upregulated, but Wnt signaling-related genes, including Wnt, Frizzled, DVL, glycogen synthase kinase 3 beta (GSK3B), Axin, and TCF/LEF, were downregulated.