Submitted:
27 September 2024
Posted:
29 September 2024
Read the latest preprint version here
Abstract
Keywords:
1. Introduction
2. Results
2.1. Expression Cassette for AAV Production
2.2. Production of Recombinant AAV8-PRDM16, AAV8-FoxP4, AAV9-FST
2.3. Administration of AAV with Encoded Transcriptional Regulators into Agouti Mice Results in Weight Loss within the First 3 Weeks
2.4. AAV8-PRDM16, AAV8-FoxP4, and AAV9-FST Administration Cause Significant Reduction in the Content of TAG with Relatively Low Carbon Number (40-54 Acyl Carbones) in Subcutaneous Adipose Tissue
3. Discussion
4. Materials and Methods
4.1. Animal Procedures
4.2. Sample Analysis Using Dynamic Light Scattering (DLS) and Size-Exclusion Chromatography (SEC) Methods
4.3. Transmission Electron Microscopy (TEM)
4.4. Lipid Analysis
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Leiria, L.O., Tseng, Y.H. Lipidomics of brown and white adipose tissue: Implications for energy metabolism. Biochim Biophys Acta Mol Cell Biol Lipids 2020, 1865(10), 158788. [CrossRef]
- Rosen, E.D., Spiegelman, B.M. What we talk about when we talk about fat. Cell 2014, 156(1-2), 20–44. [CrossRef]
- Chouchani, E.T., Kazak, L., Spiegelman, B.M. New Advances in Adaptive Thermogenesis: UCP1 and Beyond. Cell Metab. 2019, 29(1), 27–37. [CrossRef]
- Lynes, M.D., Tseng, Y.H. (2018). Deciphering adipose tissue heterogeneity. Ann N Y Acad Sci. 2018, 1411(1), 5–20. [CrossRef]
- Boychenko, S., Egorova, V.S., Brovin, A., Egorov, A.D. White-to-Beige and Back: Adipocyte Conversion and Transcriptional Reprogramming. Pharmaceuticals (Basel) 2024, 17(6), 790. [CrossRef]
- Timmons, J.A., Wennmalm, K., Larsson, O., Walden, T.B., Lassmann, T., Petrovic, N., Hamilton, D.L., Gimeno, R.E., Wahlestedt, C., Baar, K., Nedergaard, J., Cannon, B. Myogenic gene expression signature establishes that brown and white adipocytes originate from distinct cell lineages. Proc Natl Acad Sci U S A. 2007, 104(11), 4401–4406. [CrossRef]
- Seale, P., Bjork, B., Yang, W., Kajimura, S., Chin, S., Kuang, S., Scimè, A., Devarakonda, S., Conroe, H.M., Erdjument-Bromage, H., Tempst, P., Rudnicki, M.A., Beier, D.R., Spiegelman, B.M. PRDM16 controls a brown fat/skeletal muscle switch. Nature 2008, 454(7207), 961–967. [CrossRef]
- Wu, J., Boström, P., Sparks, L.M., Ye, L., Choi, J.H., Giang, A.H., Khandekar, M., Virtanen, K.A., Nuutila, P., Schaart, G., Huang, K., Tu, H., van Marken Lichtenbelt, W.D., Hoeks, J., Enerbäck, S., Schrauwen, P., Spiegelman, B.M. Beige adipocytes are a distinct type of thermogenic fat cell in mouse and human. Cell 2012, 150(2), 366–376. [CrossRef]
- NCD Risk Factor Collaboration (NCD-RisC) (2024). Worldwide trends in underweight and obesity from 1990 to 2022: a pooled analysis of 3663 population-representative studies with 222 million children, adolescents, and adults. Lancet 2024, 403(10431), 1027–1050. [CrossRef]
- Moussa, N.M., Claycombe, K.J. The yellow mouse obesity syndrome and mechanisms of agouti-induced obesity. Obe Res. 1999, 7(5), 506–514. [CrossRef]
- Miltenberger, R.J., Mynatt, R.L., Wilkinson, J.E., Woychik, R.P. The role of the agouti gene in the yellow obese syndrome. J Nutr. 1997, 127(9), 1902S–1907S. [CrossRef]
- Dolinoy, D.C., Huang, D., Jirtle, R.L. Maternal nutrient supplementation counteracts bisphenol A-induced DNA hypomethylation in early development. Proc Natl Acad Sci U S A. 2007, 104(32), 13056–13061. [CrossRef]
- Perie, L., Verma, N., Mueller, E. The forkhead box transcription factor FoxP4 regulates thermogenic programs in adipocytes. J Lipid Res. 2021, 62, 100102. [CrossRef]
- Ziqubu, K., Dludla, P.V., Mthembu, S.X.H., Nkambule, B.B., Mabhida, S.E., Jack, B.U., Nyambuya, T.M., Mazibuko-Mbeje, S.E. An insight into brown/beige adipose tissue whitening, a metabolic complication of obesity with the multifactorial origin. Front Endocrinol (Lausanne) 2023, 14, 1114767. [CrossRef]
- Pang, Z., Chong, J., Zhou, G., de Lima Morais, D.A., Chang, L., Barrette, M., Gauthier, C., Jacques, P.É., Li, S., Xia, J. MetaboAnalyst 5.0: narrowing the gap between raw spectra and functional insights. Nucleic Acids Res. 2021, 49(W1), W388–W396. [CrossRef]
- Scheel, A.K., Espelage, L., Chadt, A. Many Ways to Rome: Exercise, Cold Exposure and Diet-Do They All Affect BAT Activation and WAT Browning in the Same Manner?. Int J Mol Sci. 2022, 23(9), 4759. [CrossRef]
- Peres Valgas da Silva, C., Hernández-Saavedra, D., White, J.D., Stanford, K.I. Cold and Exercise: Therapeutic Tools to Activate Brown Adipose Tissue and Combat Obesity. Biology (Basel) 2019, 8(1), 9. [CrossRef]
- de Moura E Dias, M., Dos Reis, S.A., da Conceição, L.L., Sediyama, C.M.N.O., Pereira, S.S., de Oliveira, L.L., Gouveia Peluzio, M.D.C., Martinez, J.A., Milagro, F.I. (2021). Diet-induced obesity in animal models: points to consider and influence on metabolic markers. Diabetol Metab Syndr. 2021, 13(1), 32. [CrossRef]
- Schweizer, S., Liebisch, G., Oeckl, J., Hoering, M., Seeliger, C., Schiebel, C., Klingenspor, M., Ecker, J. The lipidome of primary murine white, brite, and brown adipocytes-Impact of beta-adrenergic stimulation. PLoS Biol. 2019, 17(8), e3000412. [CrossRef]
- Seale, P. , Conroe, H.M., Estall, J., Kajimura, S., Frontini, A., Ishibashi, J., Cohen, P., Cinti, S., Spiegelman, B.M. Prdm16 determines the thermogenic program of subcutaneous white adipose tissue in mice. J Clin Invest. 2011, 121(1), 96–105. [Google Scholar] [CrossRef] [PubMed]
- Pervin, S., Singh, V., Tucker, A., Collazo, J., Singh, R. Modulation of transforming growth factor-β/follistatin signaling and white adipose browning: therapeutic implications for obesity related disorders. Horm Mol Biol Clin Investig. 2017, 31(2), 20170036. [CrossRef]
- Braga, M., Reddy, S.T., Vergnes, L., Pervin, S., Grijalva, V., Stout, D., David, J., Li, X., Tomasian, V., Reid, C.B., Norris, K. C., Devaskar, S.U., Reue, K., Singh, R. Follistatin promotes adipocyte differentiation, browning, and energy metabolism. J Lipid Res. 2014, 55(3), 375–384. [CrossRef]
- Li, H., Zhang, C., Liu, J., Xie, W., Xu, W., Liang, F., Huang, K., He, X. Intraperitoneal administration of follistatin promotes adipocyte browning in high-fat diet-induced obese mice. PloS One 2019, 14(7), e0220310. [CrossRef]
- Xu, Z., You, W., Zhou, Y., Chen, W., Wang, Y., Shan, T. Cold-induced lipid dynamics and transcriptional programs in white adipose tissue. BMC Biol. 2019, 17(1), 74. [CrossRef]
- Stegemann, C., Pechlaner, R., Willeit, P., Langley, S.R., Mangino, M., Mayr, U., Menni, C., Moayyeri, A., Santer, P., Rungger, G., Spector, T.D., Willeit, J., Kiechl, S., Mayr, M. Lipidomics profiling and risk of cardiovascular disease in the prospective population-based Bruneck study. Circulation 2014, 129(18), 1821–1831. [CrossRef]
- O'Neill, S.M., Hinkle, C., Chen, S.J., Sandhu, A., Hovhannisyan, R., Stephan, S., Lagor, W.R., Ahima, R.S., Johnston, J.C., Reilly, M.P. Targeting adipose tissue via systemic gene therapy. Gene Ther. 2014, 21(7), 653–661. [CrossRef]
- Bates, R., Huang, W., Cao, L. Adipose Tissue: An Emerging Target for Adeno-associated Viral Vectors. Mol Ther Methods Clin Dev. 2020, 19, 236–249. [CrossRef] [PubMed]


| Compound | FoxP4/Control | PRDM16/Control | FST/Control |
|---|---|---|---|
| TAG(40:0/FA14:0) | 0.020 | 0.021 | 0.037 |
| TAG(40:0/FA16:0) | 0.045 | 0.058 | 0.132 |
| TAG(42:0/FA14:0) | 0.080 | 0.106 | 0.129 |
| TAG(42:0/FA16:0) | 0.033 | 0.044 | 0.077 |
| TAG(42:1/FA14:0) | 0.041 | 0.045 | 0.067 |
| TAG(42:1/FA16:0) | 0.051 | 0.066 | 0.120 |
| TAG(42:1/FA16:1) | 0.044 | 0.046 | 0.069 |
| TAG(42:1/FA18:1) | 0.070 | 0.070 | 0.157 |
| TAG(42:2/FA18:2) | 0.093 | 0.107 | 0.203 |
| TAG(44:0/FA14:0) | 0.214 | 0.264 | 0.359 |
| TAG(44:0/FA16:0) | 0.144 | 0.150 | 0.187 |
| TAG(44:0/FA18:0) | 0.084 | 0.096 | 0.105 |
| TAG(44:1/FA14:0) | 0.260 | 0.324 | 0.331 |
| TAG(44:1/FA16:0) | 0.077 | 0.094 | 0.103 |
| TAG(44:1/FA16:1) | 0.216 | 0.230 | 0.275 |
| TAG(44:1/FA18:1) | 0.056 | 0.065 | 0.079 |
| TAG(44:2/FA14:0) | 0.176 | 0.174 | 0.149 |
| TAG(44:2/FA16:0) | 0.058 | 0.058 | 0.099 |
| TAG(44:2/FA16:1) | 0.132 | 0.122 | 0.131 |
| TAG(44:2/FA18:1) | 0.110 | 0.123 | 0.186 |
| TAG(46:0/FA16:0) | 0.174 | 0.237 | 0.300 |
| TAG(46:1/FA16:1) | 0.222 | 0.251 | 0.332 |
| TAG(48:0)_FA 16:0 | 0.250 | 0.403 | 0.392 |
| TAG(48:0)_FA 18:0 | 0.147 | 0.202 | 0.316 |
| TAG(48:1)_FA 16:0 | 0.204 | 0.255 | 0.363 |
| TAG(48:1)_FA 16:1 | 0.138 | 0.196 | 0.345 |
| TAG(48:1)_FA 18:1 | 0.337 | 0.370 | 0.408 |
| TAG(48:2)_FA 16:0 | 0.430 | Ns | Ns |
| TAG(48:2)_FA 18:1 | Ns | Ns | 0.404 |
| TAG(48:2)_FA 18:2 | 0.404 | Ns | Ns |
| TAG(50:0)_FA 16:0 | 0.212 | 0.368 | Ns |
| TAG(50:1)_FA 18:0 | 0.292 | 0.417 | Ns |
| TAG(50:2)_FA 16:1 | 0.276 | 0.397 | Ns |
| TAG(52:0)_FA 16:0 | 0.228 | 0.298 | 0.199 |
| TAG(52:0)_FA 18:0 | 0.111 | 0.159 | 0.240 |
| TAG(52:1)_FA 18:0 | Ns | 0.482 | Ns |
| TAG(52:2)_FA 18:2 | 0.358 | 0.368 | Ns |
| TAG(52:4)_FA 20:4 | Ns | 0.249 | Ns |
| TAG(52:5)_FA 20:4 | 0.375 | 0.159 | Ns |
| TAG(54:0)_FA 18:0 | 0.214 | 0.331 | 0.337 |
| TAG(54:1)_FA 18:0 | 0.190 | 0.294 | 0.304 |
| TAG(54:1)_FA 18:1 | 0.316 | 0.415 | 0.385 |
| PC (30:0) | 0.398 | 0.301 | 0.168 |
| PC (30:1) | Ns | Ns | 0.323 |
| PC (30:2) | Ns | Ns | 0.342 |
| PC (32:0) | Ns | Ns | 0.287 |
| PC (32:2) | Ns | 0.427 | 0.292 |
| PC (32:3) | Ns | Ns | 0.313 |
| PC (34:1) | Ns | 0.458 | 0.279 |
| PC (34:2) | Ns | 0.488 | 0.343 |
| PC (34:3) | Ns | Ns | 0.357 |
| PC (34:4) | 0.395 | 0.439 | 0.281 |
| PC (36:0) | Ns | Ns | 0.458 |
| PC (36:1) | Ns | 0.492 | 0.433 |
| PC (36:2) | Ns | Ns | 0.499 |
| PC (36:3) | Ns | Ns | 0.357 |
| PC (36:4) | Ns | 0.335 | 0.262 |
| PC (36:5) | Ns | 0.318 | 0.292 |
| PC (38:4) | Ns | 0.369 | 0.378 |
| PC (38:5) | Ns | 0.407 | 0.240 |
| PC (38:6) | Ns | 0.307 | 0.289 |
| PC (38:7) | Ns | 0.272 | 0.295 |
| SM (d16:1/18:1) | Ns | Ns | 0.349 |
| SM (d16:1/22:1) | Ns | Ns | 0.315 |
| SM (d16:1/24:0) | Ns | Ns | 0.495 |
| SM (d18:0/16:0) | Ns | Ns | 0.350 |
| SM (d18:0/18:0) | Ns | 0.473 | 0.299 |
| SM (d18:0/20:0) | Ns | 0.450 | 0.272 |
| SM (d18:0/22:0) | Ns | Ns | 0.426 |
| SM (d18:1/16:0) | Ns | Ns | 0.341 |
| SM (d18:1/18:0) | Ns | 0.470 | 0.313 |
| SM (d18:1/20:0) | Ns | 0.449 | 0.241 |
| SM (d18:2/24:1) | Ns | 0.343 | 0.386 |
| C14:0 | 0.366 | Ns | 0.442 |
| C14:1 | 0.358 | Ns | 0.336 |
| C16:0 | Ns | Ns | 0.345 |
| C16:1 | Ns | Ns | 0.327 |
| C18:0 | Ns | Ns | 0.390 |
| C18:1 | Ns | Ns | 0.342 |
| C18:2 | Ns | Ns | 0.445 |
| C18:3 | Ns | Ns | 0.491 |
| C20:1 | Ns | Ns | 0.412 |
| C20:3 | Ns | 0.424 | 0.372 |
| C20:4 | Ns | 0.480 | Ns |
| C20:5 | 0.438 | 0.264 | 0.431 |
| C22:1 | Ns | Ns | 0.354 |
| C22:4 | Ns | 0.254 | 0.245 |
| C22:5 | 0.402 | 0.205 | 0.289 |
| C22:6 | Ns | 0.273 | 0.444 |
| C24:1 | Ns | Ns | 0.376 |
| DAG(14:0/18:1) | 0.326 | 0.484 | 0.356 |
| DAG(16:0/20:3) | Ns | 0.491 | Ns |
| DAG(16:0/20:4) | Ns | 0.485 | Ns |
| DAG(18:0/18:2) | 0.484 | Ns | Ns |
| 16:0 Cholesteryl ester | 0.245 | 0.281 | 0.477 |
| 16:1 Cholesteryl ester | 0.273 | 0.242 | 0.392 |
| 18:0 Cholesteryl ester | Ns | Ns | 0.439 |
| 18:1 Cholesteryl ester | 0.438 | 0.452 | 0.418 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).