RNA-seq analysis of mitochondria-related genes regulated by AMPK in the human trophoblast cell line BeWo

Bin Wu , Albert Gao , Bin He , Yun Chen , Xiangfeng Kong , Fayuan Wen , Haijun Gao

Animal Models and Experimental Medicine ›› 2025, Vol. 8 ›› Issue (4) : 649 -661.

PDF
Animal Models and Experimental Medicine ›› 2025, Vol. 8 ›› Issue (4) : 649 -661. DOI: 10.1002/ame2.12475
ORIGINAL ARTICLE

RNA-seq analysis of mitochondria-related genes regulated by AMPK in the human trophoblast cell line BeWo

Author information +
History +
PDF

Abstract

Background: How AMP activated protein kinase (AMPK) signaling regulates mitochondrial functions and mitophagy in human trophoblast cells remains unclear. This study was designed to investigate potential players mediating the regulation of AMPK on mitochondrial functions and mitophagy by next generation RNA-seq.

Methods: We compared ATP production in protein kinase AMP-activated catalytic subunit alpha 1/2 (PRKAA1/2) knockdown (AKD) and control BeWo cells using the Seahorse real-time ATP rate test, then analyzed gene expression profiling by RNA-seq. Differentially expressed genes (DEG) were examined by Gene Ontology (GO) analysis and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment. Then protein–protein interactions (PPI) among mitochondria related genes were further analyzed using Metascape and Ingenuity Pathway Analysis (IPA) software.

Results: Both mitochondrial and glycolytic ATP production in AKD cells were lower than in the control BeWo cells (CT), with a greater reduction of mitochondrial ATP production. A total of 1092 DEGs were identified, with 405 upregulated and 687 downregulated. GO analysis identified 60 genes associated with the term ‘mitochondrion’ in the cellular component domain. PPI analysis identified three clusters of mitochondria related genes, including aldo-keto reductase family 1 member B10 and B15 (AKR1B10, AKR1B15), alanyl-tRNA synthetase 1 (AARS1), mitochondrial ribosomal protein S6 (MRPS6), mitochondrial calcium uniporter dominant negative subunit beta (MCUB) and dihydrolipoamide branched chain transacylase E2 (DBT).

Conclusions: In summary, this study identified multiple mitochondria related genes regulated by AMPK in BeWo cells, and among them, three clusters of genes may potentially contribute to altered mitochondrial functions in response to reduced AMPK signaling.

Keywords

AMPK / ATP production / gene expression / mitochondria / RNA-seq / trophoblast

Cite this article

Download citation ▾
Bin Wu, Albert Gao, Bin He, Yun Chen, Xiangfeng Kong, Fayuan Wen, Haijun Gao. RNA-seq analysis of mitochondria-related genes regulated by AMPK in the human trophoblast cell line BeWo. Animal Models and Experimental Medicine, 2025, 8(4): 649-661 DOI:10.1002/ame2.12475

登录浏览全文

4963

注册一个新账户 忘记密码

References

[1]

Carter AM. Placental oxygen consumption. Part I: in vivo studies—a review. Placenta. 2000; 21 Suppl A: S31-S37.

[2]

Desoye G, Shafrir E. Placental metabolism and its regulation in health and diabetes. Mol Asp Med. 1994; 15: 505-682.

[3]

Valent AM, Choi H, Kolahi KS, Thornburg KL. Hyperglycemia and gestational diabetes suppress placental glycolysis and mitochondrial function and alter lipid processing. FASEB J. 2021; 35: e21423.

[4]

Muralimanoharan S, Maloyan A, Myatt L. Mitochondrial function and glucose metabolism in the placenta with gestational diabetes mellitus: role of miR-143. Clin Sci (Lond). 2016; 130: 931-941.

[5]

Holland O, Dekker Nitert M, Gallo LA, Vejzovic M, Fisher JJ, Perkins AV. Review: placental mitochondrial function and structure in gestational disorders. Placenta. 2016; 54: 2-9.

[6]

Martinez F, Olvera-Sanchez S, Esparza-Perusquia M, Gomez-Chang E, Flores-Herrera O. Multiple functions of syncytiotrophoblast mitochondria. Steroids. 2015; 103: 11-22.

[7]

Shirihai OS, Song M, Dorn GW. How mitochondrial dynamism orchestrates mitophagy. Circ Res. 2015; 116: 1835-1849.

[8]

Palikaras K, Lionaki E, Tavernarakis N. Mechanisms of mitophagy in cellular homeostasis, physiology and pathology. Nat Cell Biol. 2018; 20: 1013-1022.

[9]

Webster BR, Scott I, Traba J, Han K, Sack MN. Regulation of autophagy and mitophagy by nutrient availability and acetylation. Biochim Biophys Acta. 2014; 1841: 525-534.

[10]

Kundu M, Lindsten T, Yang CY, et al. Ulk1 plays a critical role in the autophagic clearance of mitochondria and ribosomes during reticulocyte maturation. Blood. 2008; 112: 1493-1502.

[11]

Roach PJ. AMPK -> ULK1 -> autophagy. Mol Cell Biol. 2011; 31: 3082-3084.

[12]

Alers S, Loffler AS, Wesselborg S, Stork B. Role of AMPK-mTOR-Ulk1/2 in the regulation of autophagy: cross talk, shortcuts, and feedbacks. Mol Cell Biol. 2012; 32: 2-11.

[13]

Egan DF, Shackelford DB, Mihaylova MM, et al. Phosphorylation of ULK1 (hATG1) by AMP-activated protein kinase connects energy sensing to mitophagy. Science. 2011; 331: 456-461.

[14]

Martino J, Sebert S, Segura MT, et al. Maternal body weight and gestational diabetes differentially influence placental and pregnancy outcomes. J Clin Endocrinol Metab. 2016; 101: 59-68.

[15]

Jansson N, Rosario FJ, Gaccioli F, et al. Activation of placental mTOR signaling and amino acid transporters in obese women giving birth to large babies. J Clin Endocrinol Metab. 2013; 98: 105-113.

[16]

Brownfoot FC, Hastie R, Hannan NJ, et al. Metformin as a prevention and treatment for preeclampsia: effects on soluble fms-like tyrosine kinase 1 and soluble endoglin secretion and endothelial dysfunction. Am J Obstet Gynecol. 2016; 214: 356.e1-356.e15.

[17]

Lim R, Barker G, Lappas M. Activation of AMPK in human fetal membranes alleviates infection-induced expression of pro-inflammatory and pro-labour mediators. Placenta. 2015; 36: 454-462.

[18]

Meng Q, Shao L, Luo X, et al. Ultrastructure of placenta of gravidas with gestational diabetes mellitus. Obstet Gynecol Int. 2015; 2015: 283124.

[19]

Qiu C, Hevner K, Abetew D, et al. Mitochondrial DNA copy number and oxidative DNA damage in placental tissues from gestational diabetes and control pregnancies: a pilot study. Clin Lab. 2013; 59: 655-660.

[20]

Jarmuzek P, Wielgos M, Bomba-Opon D. Placental pathologic changes in gestational diabetes mellitus. Neuro Endocrinol Lett. 2015; 36: 101-105.

[21]

Wu B, Chen Y, Clarke R, et al. AMPK signaling regulates mitophagy and mitochondrial ATP production in human trophoblast cell line BeWo. Front Biosci (Landmark ed). 2022; 27: 118.

[22]

Zhou Y, Zhou B, Pache L, et al. Metascape provides a biologist-oriented resource for the analysis of systems-level datasets. Nat Commun. 2019; 10: 1523.

[23]

Gao H, Ho E, Balakrishnan M, Yechoor V, Yallampalli C. Decreased insulin secretion in pregnant rats fed a low protein diet. Biol Reprod. 2017; 97: 627-635.

[24]

Yang H, He B, Yallampalli C, Gao H. Fetal macrosomia in a Hispanic/Latinx predominant cohort and altered expressions of genes related to placental lipid transport and metabolism. Int J Obes. 2020; 44: 1743-1752.

[25]

Glaviano A, Foo ASC, Lam HY, et al. PI3K/AKT/mTOR signaling transduction pathway and targeted therapies in cancer. Mol Cancer. 2023; 22: 138.

[26]

Yu JS, Cui W. Proliferation, survival and metabolism: the role of PI3K/AKT/mTOR signalling in pluripotency and cell fate determination. Development. 2016; 143: 3050-3060.

[27]

Kumagai A, Itakura A, Koya D, Kanasaki K. AMP-activated protein (AMPK) in pathophysiology of pregnancy complications. Int J Mol Sci. 2018; 19: 3076.

[28]

Kaufman MR, Brown TL. AMPK and placental progenitor cells. Experientia Suppl. 2016; 107: 73-79.

[29]

Steinberg GR, Carling D. AMP-activated protein kinase: the current landscape for drug development. Nat Rev Drug Discov. 2019; 18: 527-551.

[30]

Hardie DG, Ross FA, Hawley SA. AMPK: a nutrient and energy sensor that maintains energy homeostasis. Nat Rev Mol Cell Biol. 2012; 13: 251-262.

[31]

Vucicevic L, Misirkic M, Janjetovic K, et al. Compound C induces protective autophagy in cancer cells through AMPK inhibition-independent blockade of Akt/mTOR pathway. Autophagy. 2011; 7: 40-50.

[32]

Emerling BM, Viollet B, Tormos KV, Chandel NS. Compound C inhibits hypoxic activation of HIF-1 independent of AMPK. FEBS Lett. 2007; 581: 5727-5731.

[33]

Dasgupta B, Seibel W. Compound C/dorsomorphin: its use and misuse as an AMPK inhibitor. Methods Mol Biol. 2018; 1732: 195-202.

[34]

Cheong A, Lingutla R, Mager J. Expression analysis of mammalian mitochondrial ribosomal protein genes. Gene Expr Patterns. 2020; 38: 119147.

[35]

Papapetropoulos S, Ffrench-Mullen J, McCorquodale D, Qin Y, Pablo J, Mash DC. Multiregional gene expression profiling identifies MRPS6 as a possible candidate gene for Parkinson's disease. Gene Expr. 2006; 13: 205-215.

[36]

Oviya RP, Gopal G, Shirley SS, Sridevi V, Jayavelu S, Rajkumar T. Mitochondrial ribosomal small subunit proteins (MRPS) MRPS6 and MRPS23 show dysregulation in breast cancer affecting tumorigenic cellular processes. Gene. 2021; 790: 145697.

[37]

Alevriadou BR, Patel A, Noble M, et al. Molecular nature and physiological role of the mitochondrial calcium uniporter channel. Am J Physiol Cell Physiol. 2021; 320: C465-C482.

[38]

Lambert JP, Luongo TS, Tomar D, et al. MCUB regulates the molecular composition of the mitochondrial calcium Uniporter Channel to limit mitochondrial calcium overload during stress. Circulation. 2019; 140: 1720-1733.

[39]

Elrod JW, Molkentin JD. Physiologic functions of cyclophilin D and the mitochondrial permeability transition pore. Circ J. 2013; 77: 1111-1122.

[40]

Weber S, Salabei JK, Moller G, et al. Aldo-keto reductase 1B15 (AKR1B15): a mitochondrial human aldo-keto reductase with activity toward steroids and 3-keto-acyl-CoA conjugates. J Biol Chem. 2015; 290: 6531-6545.

[41]

Wang C, Yan R, Luo D, Watabe K, Liao DF, Cao D. Aldo-keto reductase family 1 member B10 promotes cell survival by regulating lipid synthesis and eliminating carbonyls. J Biol Chem. 2009; 284: 26742-26748.

[42]

Ma J, Yan R, Zu X, et al. Aldo-keto reductase family 1 B10 affects fatty acid synthesis by regulating the stability of acetyl-CoA carboxylase-alpha in breast cancer cells. J Biol Chem. 2008; 283: 3418-3423.

[43]

Li W, Liu C, Huang Z, et al. AKR1B10 negatively regulates autophagy through reducing GAPDH upon glucose starvation in colon cancer. J Cell Sci. 2021; 134: jcs255273.

[44]

Hoyer H, Busk OL, Esbensen QY, et al. Clinical characteristics and proteome modifications in two Charcot-Marie-tooth families with the AARS1 Arg326Trp mutation. BMC Neurol. 2022; 22: 299.

[45]

Boczonadi V, Meyer K, Gonczarowska-Jorge H, et al. Mutations in glycyl-tRNA synthetase impair mitochondrial metabolism in neurons. Hum Mol Genet. 2018; 27: 2187-2204.

[46]

Yi F, Hu J, Zhu X, et al. Transcriptional profiling of human peripheral blood mononuclear cells stimulated by mycobacterium tuberculosis PPE57 identifies characteristic genes associated with type I interferon signaling. Front Cell Infect Microbiol. 2021; 11: 716809.

[47]

Cheriyath V, Glaser KB, Waring JF, Baz R, Hussein MA, Borden EC. G1P3, an IFN-induced survival factor, antagonizes TRAIL-induced apoptosis in human myeloma cells. J Clin Invest. 2007; 117: 3107-3117.

[48]

Qi Y, Li Y, Zhang Y, et al. IFI6 inhibits apoptosis via mitochondrial-dependent pathway in dengue virus 2 infected vascular endothelial cells. PLoS One. 2015; 10: e0132743.

[49]

Liu Z, Gu S, Lu T, et al. IFI6 depletion inhibits esophageal squamous cell carcinoma progression through reactive oxygen species accumulation via mitochondrial dysfunction and endoplasmic reticulum stress. J Exp Clin Cancer Res. 2020; 39: 144.

[50]

Ebrahimi KH, Howie D, Rowbotham JS, McCullagh J, Armstrong FA, James WS. Viperin, through its radical-SAM activity, depletes cellular nucleotide pools and interferes with mitochondrial metabolism to inhibit viral replication. FEBS Lett. 2020; 594: 1624-1630.

[51]

Seo JY, Yaneva R, Hinson ER, Cresswell P. Human cytomegalovirus directly induces the antiviral protein viperin to enhance infectivity. Science. 2011; 332: 1093-1097.

[52]

Skrivergaard S, Jensen MS, Rolander TB, et al. The cellular localization of the p42 and p46 oligoadenylate synthetase 1 isoforms and their impact on mitochondrial respiration. Viruses. 2019; 11: 11.

[53]

Jahangiri L, Pucci P, Ishola T, et al. The contribution of autophagy and LncRNAs to MYC-driven gene regulatory networks in cancers. Int J Mol Sci. 2021; 22: 8527.

[54]

Montemurro L, Raieli S, Angelucci S, et al. A novel MYCN-specific Antigene oligonucleotide deregulates mitochondria and inhibits tumor growth in MYCN-amplified neuroblastoma. Cancer Res. 2019; 79: 6166-6177.

[55]

Xiong J, Wang L, Fei XC, et al. MYC is a positive regulator of choline metabolism and impedes mitophagy-dependent necroptosis in diffuse large B-cell lymphoma. Blood Cancer J. 2017; 7: e0.

[56]

Orendi K, Gauster M, Moser G, Meiri H, Huppertz B. The choriocarcinoma cell line BeWo: syncytial fusion and expression of syncytium-specific proteins. Reproduction. 2010; 140: 759-766.

RIGHTS & PERMISSIONS

2024 The Author(s). Animal Models and Experimental Medicine published by John Wiley & Sons Australia, Ltd on behalf of The Chinese Association for Laboratory Animal Sciences.

AI Summary AI Mindmap
PDF

17

Accesses

0

Citation

Detail

Sections
Recommended

AI思维导图

/