Gut Microbiome Changes in Gestational Diabetes
Abstract
:1. Introduction
2. Gut Microbiota Evolution during Normal Pregnancy
3. Dysbiotic Changes in Pregnant Women Developing Gestational Diabetes
4. Immune-Mediated Reactions and Diabetes
5. Probiotics and Dietary/Lifestyle Changes—The Value in the Evolution of Gestational Diabetes. Prevention and Treatment
5.1. Prevention
5.2. Treatment
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Conflicts of Interest
References
- Metzger, B.E.; Gabbe, S.G.; Persson, B.; Buchanan, T.A.; Catalano, P.A.; Damm, P.; Dyer, A.R.; Leiva, A.; Hod, M.; Kitzmiler, J.L.; et al. International association of diabetes and pregnancy study groups recommendations on the diagnosis and classification of hyperglycemia in pregnancy. Diabetes Care 2010, 33, 676–682. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- American Diabetes Association. 5. Lifestyle Management: Standards of Medical Care in Diabetes-2019. Diabetes Care 2019, 42, S46–S60. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Dipla, K.; Zafeiridis, A.; Mintziori, G.; Boutou, A.K.; Goulis, D.G.; Hackney, A.C. Exercise as a Therapeutic Intervention in Gestational Diabetes Mellitus. Endocrines 2021, 2, 65–78. [Google Scholar] [CrossRef] [PubMed]
- Kjos, S.L.; Buchanan, T.A. Gestational diabetes mellitus. N. Engl. J. Med. 1999, 341, 1749–1756. [Google Scholar] [CrossRef] [Green Version]
- Dias, J.; Echeverria, S.; Mayer, V.; Janevic, T. Diabetes Risk and Control in Multi-ethnic US Immigrant Populations. Curr. Diab. Rep. 2020, 20, 73. [Google Scholar] [CrossRef]
- Yue, D.K.; Molyneaux, L.M.; Ross, G.P.; Constantino, M.I.; Child, A.G.; Turtle, J.R. Why does ethnicity affect prevalence of gestational diabetes? The underwater volcano theory. Diabet. Med. 1996, 13, 748–752. [Google Scholar] [CrossRef]
- Bianco, A.T.; Smilen, S.W.; Davis, Y.; Lopez, S.; Lapinski, R.; Lockwood, C.J. Pregnancy outcome and weight gain recommendations for the morbidly obese woman. Obstet. Gynecol. 1998, 91, 97–102. [Google Scholar] [CrossRef]
- Reece, E.A.; Leguizamón, G.; Wiznitzer, A. Gestational diabetes: The need for a common ground. Lancet 2009, 373, 1789–1797. [Google Scholar] [CrossRef]
- Zhang, C.; Ning, Y. Effect of dietary and lifestyle factors on the risk of gestational diabetes: Review of epidemiologic evidence. Am. J. Clin. Nutr. 2011, 94, 1975s–1979s. [Google Scholar] [CrossRef] [Green Version]
- Solomon, C.G.; Willett, W.C.; Carey, V.J.; Rich-Edwards, J.; Hunter, D.J.; Colditz, G.A.; Stampfer, M.J.; Speizer, F.E.; Spiegelman, D.; Manson, J.E. A prospective study of pregravid determinants of gestational diabetes mellitus. JAMA 1997, 278, 1078–1083. [Google Scholar] [CrossRef]
- Daponte, A.; Deligeoroglou, E.; Pournaras, S.; Hadjichristodoulou, C.; Garas, A.; Anastasiadou, F.; Messinis, I.E. Interleukin-15 (IL-15) and anti-C1q antibodies as serum biomarkers for ectopic pregnancy and missed abortion. Clin. Dev. Immunol. 2013, 2013, 637513. [Google Scholar] [CrossRef] [PubMed]
- Xu, Y.H.; Shi, L.; Bao, Y.P.; Chen, S.J.; Shi, J.; Zhang, R.L.; Lu, L. Association between sleep duration during pregnancy and gestational diabetes mellitus: A meta-analysis. Sleep Med. 2018, 52, 67–74. [Google Scholar] [CrossRef] [PubMed]
- Berkowitz, G.S.; Lapinski, R.H.; Wein, R.; Lee, D. Race/ethnicity and other risk factors for gestational diabetes. Am. J. Epidemiol. 1992, 135, 965–973. [Google Scholar] [CrossRef]
- Kampmann, U.; Knorr, S.; Fuglsang, J.; Ovesen, P. Determinants of Maternal Insulin Resistance during Pregnancy: An Updated Overview. J. Diabetes Res. 2019, 2019, 5320156. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Ernst, S.; Demirci, C.; Valle, S.; Velazquez-Garcia, S.; Garcia-Ocaña, A. Mechanisms in the adaptation of maternal β-cells during pregnancy. Diabetes Manag. 2011, 1, 239–248. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Poulakos, P.; Mintziori, G.; Tsirou, E.; Taousani, E.; Savvaki, D.; Harizopoulou, V.; Goulis, D.G. Comments on gestational diabetes mellitus: From pathophysiology to clinical practice. Hormones 2015, 14, 335–344. [Google Scholar] [CrossRef] [Green Version]
- Plows, J.F.; Stanley, J.L.; Baker, P.N.; Reynolds, C.M.; Vickers, M.H. The Pathophysiology of Gestational Diabetes Mellitus. Int. J. Mol. Sci. 2018, 19, 3342. [Google Scholar] [CrossRef] [Green Version]
- Koren, O.; Goodrich, J.K.; Cullender, T.C.; Spor, A.; Laitinen, K.; Bäckhed, H.K.; Gonzalez, A.; Werner, J.J.; Angenent, L.T.; Knight, R.; et al. Host remodeling of the gut microbiome and metabolic changes during pregnancy. Cell 2012, 150, 470–480. [Google Scholar] [CrossRef] [Green Version]
- Wang, X.; Liu, H.; Li, Y.; Huang, S.; Zhang, L.; Cao, C.; Baker, P.N.; Tong, C.; Zheng, P.; Qi, H. Altered gut bacterial and metabolic signatures and their interaction in gestational diabetes mellitus. Gut Microbes 2020, 12, 1–13. [Google Scholar] [CrossRef]
- Festa, C.; Drago, L.; Martorelli, M.; Di Marino, V.P.; Bitterman, O.; Corleto, C.C.; Corleto, V.D.; Napoli, A. Flash on gut microbiome in gestational diabetes: A pilot study. New Microbiol. 2020, 43, 195–197. [Google Scholar]
- Cortez, R.V.; Taddei, C.R.; Sparvoli, L.G.; Ângelo, A.G.S.; Padilha, M.; Mattar, R.; Daher, S. Microbiome and its relation to gestational diabetes. Endocrine 2019, 64, 254–264. [Google Scholar] [CrossRef] [PubMed]
- Soderborg, T.K.; Carpenter, C.M.; Janssen, R.C.; Weir, T.L.; Robertson, C.E.; Ir, D.; Young, B.E.; Krebs, N.F.; Hernandez, T.L.; Barbour, L.A.; et al. Gestational Diabetes Is Uniquely Associated With Altered Early Seeding of the Infant Gut Microbiota. Front. Endocrinol. 2020, 11, 603021. [Google Scholar] [CrossRef] [PubMed]
- Liu, R.; Hong, J.; Xu, X.; Feng, Q.; Zhang, D.; Gu, Y.; Shi, J.; Zhao, S.; Liu, W.; Wang, X.; et al. Gut microbiome and serum metabolome alterations in obesity and after weight-loss intervention. Nat. Med. 2017, 23, 859–868. [Google Scholar] [CrossRef] [PubMed]
- Kuang, Y.S.; Lu, J.H.; Li, S.H.; Li, J.H.; Yuan, M.Y.; He, J.R.; Chen, N.N.; Xiao, W.Q.; Shen, S.Y.; Qiu, L.; et al. Connections between the human gut microbiome and gestational diabetes mellitus. Gigascience 2017, 6, gix058. [Google Scholar] [CrossRef] [Green Version]
- Ferrocino, I.; Ponzo, V.; Gambino, R.; Zarovska, A.; Leone, F.; Monzeglio, C.; Goitre, I.; Rosato, R.; Romano, A.; Grassi, G.; et al. Changes in the gut microbiota composition during pregnancy in patients with gestational diabetes mellitus (GDM). Sci. Rep. 2018, 8, 12216. [Google Scholar] [CrossRef]
- Fugmann, M.; Breier, M.; Rottenkolber, M.; Banning, F.; Ferrari, U.; Sacco, V.; Grallert, H.; Parhofer, K.G.; Seissler, J.; Clavel, T.; et al. The stool microbiota of insulin resistant women with recent gestational diabetes, a high risk group for type 2 diabetes. Sci. Rep. 2015, 5, 13212. [Google Scholar] [CrossRef] [Green Version]
- Brown, J.; Alwan, N.A.; West, J.; Brown, S.; McKinlay, C.J.; Farrar, D.; Crowther, C.A. Lifestyle interventions for the treatment of women with gestational diabetes. Cochrane Database Syst. Rev. 2017, 5, Cd011970. [Google Scholar] [CrossRef] [Green Version]
- Aagaard, K.; Ma, J.; Antony, K.M.; Ganu, R.; Petrosino, J.; Versalovic, J. The placenta harbors a unique microbiome. Sci. Transl. Med. 2014, 6, 237ra265. [Google Scholar] [CrossRef] [Green Version]
- Perez-Muñoz, M.E.; Arrieta, M.C.; Ramer-Tait, A.E.; Walter, J. A critical assessment of the “sterile womb” and “in utero colonization” hypotheses: Implications for research on the pioneer infant microbiome. Microbiome 2017, 5, 48. [Google Scholar] [CrossRef] [Green Version]
- Newbern, D.; Freemark, M. Placental hormones and the control of maternal metabolism and fetal growth. Curr. Opin. Endocrinol. Diabetes Obes. 2011, 18, 409–416. [Google Scholar] [CrossRef]
- Wankhade, U.D.; Zhong, Y.; Kang, P.; Alfaro, M.; Chintapalli, S.V.; Piccolo, B.D.; Mercer, K.E.; Andres, A.; Thakali, K.M.; Shankar, K. Maternal High-Fat Diet Programs Offspring Liver Steatosis in a Sexually Dimorphic Manner in Association with Changes in Gut Microbial Ecology in Mice. Sci. Rep. 2018, 8, 16502. [Google Scholar] [CrossRef] [PubMed]
- Tremaroli, V.; Bäckhed, F. Functional interactions between the gut microbiota and host metabolism. Nature 2012, 489, 242–249. [Google Scholar] [CrossRef] [PubMed]
- Moffa, S.; Mezza, T.; Cefalo, C.M.A.; Cinti, F.; Impronta, F.; Sorice, G.P.; Santoro, A.; Di Giuseppe, G.; Pontecorvi, A.; Giaccari, A. The Interplay between Immune System and Microbiota in Diabetes. Mediators Inflamm. 2019, 2019, 9367404. [Google Scholar] [CrossRef] [PubMed]
- Fujiwara, N.; Tsuruda, K.; Iwamoto, Y.; Kato, F.; Odaki, T.; Yamane, N.; Hori, Y.; Harashima, Y.; Sakoda, A.; Tagaya, A.; et al. Significant increase of oral bacteria in the early pregnancy period in Japanese women. J. Investig. Clin. Dent. 2017, 8, e12189. [Google Scholar] [CrossRef]
- Nuriel-Ohayon, M.; Neuman, H.; Koren, O. Microbial Changes during Pregnancy, Birth, and Infancy. Front. Microbiol. 2016, 7, 1031. [Google Scholar] [CrossRef] [Green Version]
- Borgo, P.V.; Rodrigues, V.A.; Feitosa, A.C.; Xavier, K.C.; Avila-Campos, M.J. Association between periodontal condition and subgingival microbiota in women during pregnancy: A longitudinal study. J. Appl. Oral Sci. 2014, 22, 528–533. [Google Scholar] [CrossRef]
- Kumar, P.S. Sex and the subgingival microbiome: Do female sex steroids affect periodontal bacteria? Periodontology 2000 2013, 61, 103–124. [Google Scholar] [CrossRef]
- Swartwout, B.; Luo, X.M. Implications of Probiotics on the Maternal-Neonatal Interface: Gut Microbiota, Immunomodulation, and Autoimmunity. Front. Immunol. 2018, 9, 2840. [Google Scholar] [CrossRef] [Green Version]
- Gohir, W.; Whelan, F.J.; Surette, M.G.; Moore, C.; Schertzer, J.D.; Sloboda, D.M. Pregnancy-related changes in the maternal gut microbiota are dependent upon the mother’s periconceptional diet. Gut Microbes 2015, 6, 310–320. [Google Scholar] [CrossRef] [Green Version]
- Walters, W.A.; Xu, Z.; Knight, R. Meta-analyses of human gut microbes associated with obesity and IBD. FEBS Lett. 2014, 588, 4223–4233. [Google Scholar] [CrossRef] [Green Version]
- Collado, M.C.; Isolauri, E.; Laitinen, K.; Salminen, S. Distinct composition of gut microbiota during pregnancy in overweight and normal-weight women. Am. J. Clin. Nutr. 2008, 88, 894–899. [Google Scholar] [CrossRef] [PubMed]
- Gao, J.; Wang, Y.; Yang, J.; Zhang, W.; Meng, K.; Sun, Y.; Li, Y.; He, Q.Y. RNF128 Promotes Invasion and Metastasis Via the EGFR/MAPK/MMP-2 Pathway in Esophageal Squamous Cell Carcinoma. Cancers 2019, 11, 840. [Google Scholar] [CrossRef] [Green Version]
- Liu, J.; Yang, H.; Yin, Z.; Jiang, X.; Zhong, H.; Qiu, D.; Zhu, F.; Li, R. Remodeling of the gut microbiota and structural shifts in Preeclampsia patients in South China. Eur. J. Clin. Microbiol. Infect. Dis. 2017, 36, 713–719. [Google Scholar] [CrossRef]
- Qin, J.; Li, Y.; Cai, Z.; Li, S.; Zhu, J.; Zhang, F.; Liang, S.; Zhang, W.; Guan, Y.; Shen, D.; et al. A metagenome-wide association study of gut microbiota in type 2 diabetes. Nature 2012, 490, 55–60. [Google Scholar] [CrossRef] [PubMed]
- Quast, C.; Pruesse, E.; Yilmaz, P.; Gerken, J.; Schweer, T.; Yarza, P.; Peplies, J.; Glöckner, F.O. The SILVA ribosomal RNA gene database project: Improved data processing and web-based tools. Nucleic Acids Res. 2013, 41, D590–D596. [Google Scholar] [CrossRef]
- Gao, B.; Zhong, M.; Shen, Q.; Wu, Y.; Cao, M.; Ju, S.; Chen, L. Gut microbiota in early pregnancy among women with Hyperglycaemia vs. Normal blood glucose. BMC Pregnancy Childbirth 2020, 20, 284. [Google Scholar] [CrossRef]
- Salamon, D.; Sroka-Oleksiak, A.; Kapusta, P.; Szopa, M.; Mrozińska, S.; Ludwig-Słomczyńska, A.H.; Wołkow, P.P.; Bulanda, M.; Klupa, T.; Małecki, M.T.; et al. Characteristics of gut microbiota in adult patients with type 1 and type 2 diabetes based on next-generation sequencing of the 16S rRNA gene fragment. Pol. Arch. Intern. Med. 2018, 128, 336–343. [Google Scholar] [CrossRef]
- Gosalbes, M.J.; Compte, J.; Moriano-Gutierrez, S.; Vallès, Y.; Jiménez-Hernández, N.; Pons, X.; Artacho, A.; Francino, M.P. Metabolic adaptation in the human gut microbiota during pregnancy and the first year of life. EBioMedicine 2019, 39, 497–509. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Kassinen, A.; Krogius-Kurikka, L.; Mäkivuokko, H.; Rinttilä, T.; Paulin, L.; Corander, J.; Malinen, E.; Apajalahti, J.; Palva, A. The fecal microbiota of irritable bowel syndrome patients differs significantly from that of healthy subjects. Gastroenterology 2007, 133, 24–33. [Google Scholar] [CrossRef]
- Turnbaugh, P.J.; Hamady, M.; Yatsunenko, T.; Cantarel, B.L.; Duncan, A.; Ley, R.E.; Sogin, M.L.; Jones, W.J.; Roe, B.A.; Affourtit, J.P.; et al. A core gut microbiome in obese and lean twins. Nature 2009, 457, 480–484. [Google Scholar] [CrossRef] [Green Version]
- Konstantinov, S.R.; van der Woude, C.J.; Peppelenbosch, M.P. Do pregnancy-related changes in the microbiome stimulate innate immunity? Trends Mol. Med. 2013, 19, 454–459. [Google Scholar] [CrossRef] [PubMed]
- Aagaard, K.; Riehle, K.; Ma, J.; Segata, N.; Mistretta, T.A.; Coarfa, C.; Raza, S.; Rosenbaum, S.; Van den Veyver, I.; Milosavljevic, A.; et al. A metagenomic approach to characterization of the vaginal microbiome signature in pregnancy. PLoS ONE 2012, 7, e36466. [Google Scholar] [CrossRef] [PubMed]
- Dominguez-Bello, M.G.; Costello, E.K.; Contreras, M.; Magris, M.; Hidalgo, G.; Fierer, N.; Knight, R. Delivery mode shapes the acquisition and structure of the initial microbiota across multiple body habitats in newborns. Proc. Natl. Acad. Sci. USA 2010, 107, 11971–11975. [Google Scholar] [CrossRef] [Green Version]
- Ley, R.E.; Bäckhed, F.; Turnbaugh, P.; Lozupone, C.A.; Knight, R.D.; Gordon, J.I. Obesity alters gut microbial ecology. Proc. Natl. Acad. Sci. USA 2005, 102, 11070–11075. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Kabeerdoss, J.; Devi, R.S.; Mary, R.R.; Ramakrishna, B.S. Faecal microbiota composition in vegetarians: Comparison with omnivores in a cohort of young women in southern India. Br. J. Nutr. 2012, 108, 953–957. [Google Scholar] [CrossRef] [Green Version]
- Zimmer, J.; Lange, B.; Frick, J.S.; Sauer, H.; Zimmermann, K.; Schwiertz, A.; Rusch, K.; Klosterhalfen, S.; Enck, P. A vegan or vegetarian diet substantially alters the human colonic faecal microbiota. Eur. J. Clin. Nutr. 2012, 66, 53–60. [Google Scholar] [CrossRef]
- Brinkworth, G.D.; Noakes, M.; Clifton, P.M.; Bird, A.R. Comparative effects of very low-carbohydrate, high-fat and high-carbohydrate, low-fat weight-loss diets on bowel habit and faecal short-chain fatty acids and bacterial populations. Br. J. Nutr. 2009, 101, 1493–1502. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Saha, D.C.; Reimer, R.A. Long-term intake of a high prebiotic fiber diet but not high protein reduces metabolic risk after a high fat challenge and uniquely alters gut microbiota and hepatic gene expression. Nutr. Res. 2014, 34, 789–796. [Google Scholar] [CrossRef] [PubMed]
- Senghor, B.; Sokhna, C.; Ruimy, R.; Lagier, J.-C. Gut microbiota diversity according to dietary habits and geographical provenance. Hum. Microbiome J. 2018, 7–8, 1–9. [Google Scholar] [CrossRef]
- Arumugam, M.; Raes, J.; Pelletier, E.; Le Paslier, D.; Yamada, T.; Mende, D.R.; Fernandes, G.R.; Tap, J.; Bruls, T.; Batto, J.M.; et al. Enterotypes of the human gut microbiome. Nature 2011, 473, 174–180. [Google Scholar] [CrossRef] [Green Version]
- Murphy, E.F.; Cotter, P.D.; Healy, S.; Marques, T.M.; O’Sullivan, O.; Fouhy, F.; Clarke, S.F.; O’Toole, P.W.; Quigley, E.M.; Stanton, C.; et al. Composition and energy harvesting capacity of the gut microbiota: Relationship to diet, obesity and time in mouse models. Gut 2010, 59, 1635–1642. [Google Scholar] [CrossRef] [PubMed]
- Sprong, R.C.; Schonewille, A.J.; van der Meer, R. Dietary cheese whey protein protects rats against mild dextran sulfate sodium-induced colitis: Role of mucin and microbiota. J. Dairy Sci. 2010, 93, 1364–1371. [Google Scholar] [CrossRef] [PubMed]
- McAllan, L.; Skuse, P.; Cotter, P.D.; O’Connor, P.; Cryan, J.F.; Ross, R.P.; Fitzgerald, G.; Roche, H.M.; Nilaweera, K.N. Protein quality and the protein to carbohydrate ratio within a high fat diet influences energy balance and the gut microbiota in C57BL/6J mice. PLoS ONE 2014, 9, e88904. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Walker, A.W.; Ince, J.; Duncan, S.H.; Webster, L.M.; Holtrop, G.; Ze, X.; Brown, D.; Stares, M.D.; Scott, P.; Bergerat, A.; et al. Dominant and diet-responsive groups of bacteria within the human colonic microbiota. ISME J. 2011, 5, 220–230. [Google Scholar] [CrossRef]
- Shen, Q.; Zhao, L.; Tuohy, K.M. High-level dietary fibre up-regulates colonic fermentation and relative abundance of saccharolytic bacteria within the human faecal microbiota in vitro. Eur. J. Nutr. 2012, 51, 693–705. [Google Scholar] [CrossRef]
- Turnbaugh, P.J.; Backhed, F.; Fulton, L.; Gordon, J.I. Diet-induced obesity is linked to marked but reversible alterations in the mouse distal gut microbiome. Cell Host Microbe 2008, 3, 213–223. [Google Scholar] [CrossRef] [Green Version]
- Wu, G.D.; Chen, J.; Hoffmann, C.; Bittinger, K.; Chen, Y.Y.; Keilbaugh, S.A.; Bewtra, M.; Knights, D.; Walters, W.A.; Knight, R.; et al. Linking long-term dietary patterns with gut microbial enterotypes. Science 2011, 334, 105–108. [Google Scholar] [CrossRef] [Green Version]
- Duncan, S.H.; Lobley, G.E.; Holtrop, G.; Ince, J.; Johnstone, A.M.; Louis, P.; Flint, H.J. Human colonic microbiota associated with diet, obesity and weight loss. Int. J. Obes. 2008, 32, 1720–1724. [Google Scholar] [CrossRef] [Green Version]
- Turnbaugh, P.J.; Ley, R.E.; Mahowald, M.A.; Magrini, V.; Mardis, E.R.; Gordon, J.I. An obesity-associated gut microbiome with increased capacity for energy harvest. Nature 2006, 444, 1027–1031. [Google Scholar] [CrossRef]
- Larsen, N.; Vogensen, F.K.; van den Berg, F.W.; Nielsen, D.S.; Andreasen, A.S.; Pedersen, B.K.; Al-Soud, W.A.; Sørensen, S.J.; Hansen, L.H.; Jakobsen, M. Gut microbiota in human adults with type 2 diabetes differs from non-diabetic adults. PLoS ONE 2010, 5, e9085. [Google Scholar] [CrossRef]
- Le Chatelier, E.; Nielsen, T.; Qin, J.; Prifti, E.; Hildebrand, F.; Falony, G.; Almeida, M.; Arumugam, M.; Batto, J.M.; Kennedy, S.; et al. Richness of human gut microbiome correlates with metabolic markers. Nature 2013, 500, 541–546. [Google Scholar] [CrossRef] [PubMed]
- Crusell, M.K.W.; Hansen, T.H.; Nielsen, T.; Allin, K.H.; Rühlemann, M.C.; Damm, P.; Vestergaard, H.; Rørbye, C.; Jørgensen, N.R.; Christiansen, O.B.; et al. Gestational diabetes is associated with change in the gut microbiota composition in third trimester of pregnancy and postpartum. Microbiome 2018, 6, 89. [Google Scholar] [CrossRef] [PubMed]
- Ma, S.; You, Y.; Huang, L.; Long, S.; Zhang, J.; Guo, C.; Zhang, N.; Wu, X.; Xiao, Y.; Tan, H. Alterations in Gut Microbiota of Gestational Diabetes Patients During the First Trimester of Pregnancy. Front. Cell. Infect. Microbiol. 2020, 10, 58. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Candela, M.; Biagi, E.; Soverini, M.; Consolandi, C.; Quercia, S.; Severgnini, M.; Peano, C.; Turroni, S.; Rampelli, S.; Pozzilli, P.; et al. Modulation of gut microbiota dysbioses in type 2 diabetic patients by macrobiotic Ma-Pi 2 diet. Br. J. Nutr. 2016, 116, 80–93. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Mokkala, K.; Houttu, N.; Vahlberg, T.; Munukka, E.; Rönnemaa, T.; Laitinen, K. Gut microbiota aberrations precede diagnosis of gestational diabetes mellitus. Acta Diabetol. 2017, 54, 1147–1149. [Google Scholar] [CrossRef] [PubMed]
- Wang, J.; Zheng, J.; Shi, W.; Du, N.; Xu, X.; Zhang, Y.; Ji, P.; Zhang, F.; Jia, Z.; Wang, Y.; et al. Dysbiosis of maternal and neonatal microbiota associated with gestational diabetes mellitus. Gut 2018, 67, 1614–1625. [Google Scholar] [CrossRef]
- Ye, G.; Zhang, L.; Wang, M.; Chen, Y.; Gu, S.; Wang, K.; Leng, J.; Gu, Y.; Xie, X. The Gut Microbiota in Women Suffering from Gestational Diabetes Mellitus with the Failure of Glycemic Control by Lifestyle Modification. J. Diabetes Res. 2019, 2019, 6081248. [Google Scholar] [CrossRef]
- Cortez, A.J.; Tudrej, P.; Kujawa, K.A.; Lisowska, K.M. Advances in ovarian cancer therapy. Cancer Chemother. Pharmacol. 2018, 81, 17–38. [Google Scholar] [CrossRef] [Green Version]
- Zheng, D.; Liwinski, T.; Elinav, E. Interaction between microbiota and immunity in health and disease. Cell Res. 2020, 30, 492–506. [Google Scholar] [CrossRef]
- Bauer, H.; Horowitz, R.E.; Levenson, S.M.; Popper, H. The response of the lymphatic tissue to the microbial flora. Studies on germfree mice. Am. J. Pathol. 1963, 42, 471–483. [Google Scholar]
- Hotamisligil, G.S. Inflammation, metaflammation and immunometabolic disorders. Nature 2017, 542, 177–185. [Google Scholar] [CrossRef] [PubMed]
- Tilg, H.; Zmora, N.; Adolph, T.E.; Elinav, E. The intestinal microbiota fuelling metabolic inflammation. Nat. Rev. Immunol. 2020, 20, 40–54. [Google Scholar] [CrossRef]
- Wen, L.; Ley, R.E.; Volchkov, P.Y.; Stranges, P.B.; Avanesyan, L.; Stonebraker, A.C.; Hu, C.; Wong, F.S.; Szot, G.L.; Bluestone, J.A.; et al. Innate immunity and intestinal microbiota in the development of Type 1 diabetes. Nature 2008, 455, 1109–1113. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Janeway, C.A., Jr.; Medzhitov, R. Innate immune recognition. Annu. Rev. Immunol. 2002, 20, 197–216. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Wang, S.; Charbonnier, L.M.; Noval Rivas, M.; Georgiev, P.; Li, N.; Gerber, G.; Bry, L.; Chatila, T.A. MyD88 Adaptor-Dependent Microbial Sensing by Regulatory T Cells Promotes Mucosal Tolerance and Enforces Commensalism. Immunity 2015, 43, 289–303. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Bodogai, M.; O’Connell, J.; Kim, K.; Kim, Y.; Moritoh, K.; Chen, C.; Gusev, F.; Vaughan, K.; Shulzhenko, N.; Mattison, J.A.; et al. Commensal bacteria contribute to insulin resistance in aging by activating innate B1a cells. Sci. Transl. Med. 2018, 10, eaat4271. [Google Scholar] [CrossRef]
- Deuring, J.J.; Fuhler, G.M.; Konstantinov, S.R.; Peppelenbosch, M.P.; Kuipers, E.J.; de Haar, C.; van der Woude, C.J. Genomic ATG16L1 risk allele-restricted Paneth cell ER stress in quiescent Crohn’s disease. Gut 2014, 63, 1081–1091. [Google Scholar] [CrossRef] [PubMed]
- Eppinga, H.; Fuhler, G.M.; Peppelenbosch, M.P.; Hecht, G.A. Gut Microbiota Developments With Emphasis on Inflammatory Bowel Disease: Report From the Gut Microbiota for Health World Summit 2016. Gastroenterology 2016, 151, e1–e4. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Fuhler, G.M. The immune system and microbiome in pregnancy. Best Pract. Res. Clin. Gastroenterol. 2020, 44–45, 101671. [Google Scholar] [CrossRef] [PubMed]
- van der Giessen, J.; Huang, V.W.; van der Woude, C.J.; Fuhler, G.M. Modulatory Effects of Pregnancy on Inflammatory Bowel Disease. Clin. Transl. Gastroenterol. 2019, 10, e00009. [Google Scholar] [CrossRef]
- Zhang, M.; Zhou, Q.; Dorfman, R.G.; Huang, X.; Fan, T.; Zhang, H.; Zhang, J.; Yu, C. Butyrate inhibits interleukin-17 and generates Tregs to ameliorate colorectal colitis in rats. BMC Gastroenterol. 2016, 16, 84. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Ye, Q.; Cai, S.; Wang, S.; Zeng, X.; Ye, C.; Chen, M.; Zeng, X.; Qiao, S. Maternal short and medium chain fatty acids supply during early pregnancy improves embryo survival through enhancing progesterone synthesis in rats. J. Nutr. Biochem. 2019, 69, 98–107. [Google Scholar] [CrossRef] [PubMed]
- Meisel, M.; Mayassi, T.; Fehlner-Peach, H.; Koval, J.C.; O’Brien, S.L.; Hinterleitner, R.; Lesko, K.; Kim, S.; Bouziat, R.; Chen, L.; et al. Interleukin-15 promotes intestinal dysbiosis with butyrate deficiency associated with increased susceptibility to colitis. ISME J. 2017, 11, 15–30. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Nuriel-Ohayon, M.; Neuman, H.; Ziv, O.; Belogolovski, A.; Barsheshet, Y.; Bloch, N.; Uzan, A.; Lahav, R.; Peretz, A.; Frishman, S.; et al. Progesterone Increases Bifidobacterium Relative Abundance during Late Pregnancy. Cell Rep. 2019, 27, 730–736. [Google Scholar] [CrossRef] [Green Version]
- van der Giessen, J.; van der Woude, C.J.; Peppelenbosch, M.P.; Fuhler, G.M. A Direct Effect of Sex Hormones on Epithelial Barrier Function in Inflammatory Bowel Disease Models. Cells 2019, 8, 261. [Google Scholar] [CrossRef] [Green Version]
- Myers, M.A.; Hettiarachchi, K.D.; Ludeman, J.P.; Wilson, A.J.; Wilson, C.R.; Zimmet, P.Z. Dietary microbial toxins and type 1 diabetes. Ann. N. Y. Acad. Sci. 2003, 1005, 418–422. [Google Scholar] [CrossRef]
- Codella, R.; Lanzoni, G.; Zoso, A.; Caumo, A.; Montesano, A.; Terruzzi, I.M.; Ricordi, C.; Luzi, L.; Inverardi, L. Moderate Intensity Training Impact on the Inflammatory Status and Glycemic Profiles in NOD Mice. J. Diabetes Res. 2015, 2015, 737586. [Google Scholar] [CrossRef] [Green Version]
- Cani, P.D.; Amar, J.; Iglesias, M.A.; Poggi, M.; Knauf, C.; Bastelica, D.; Neyrinck, A.M.; Fava, F.; Tuohy, K.M.; Chabo, C.; et al. Metabolic endotoxemia initiates obesity and insulin resistance. Diabetes 2007, 56, 1761–1772. [Google Scholar] [CrossRef] [Green Version]
- Neal, M.D.; Leaphart, C.; Levy, R.; Prince, J.; Billiar, T.R.; Watkins, S.; Li, J.; Cetin, S.; Ford, H.; Schreiber, A.; et al. Enterocyte TLR4 mediates phagocytosis and translocation of bacteria across the intestinal barrier. J. Immunol. 2006, 176, 3070–3079. [Google Scholar] [CrossRef] [Green Version]
- Vreugdenhil, A.C.; Rousseau, C.H.; Hartung, T.; Greve, J.W.; van ‘t Veer, C.; Buurman, W.A. Lipopolysaccharide (LPS)-binding protein mediates LPS detoxification by chylomicrons. J. Immunol. 2003, 170, 1399–1405. [Google Scholar] [CrossRef] [Green Version]
- Pomié, C.; Garidou, L.; Burcelin, R. Intestinal RORrt-generated Th17 cells control type 2 diabetes: A first antidiabetic target identified from the host to microbiota crosstalk. Inflamm. Cell Signal. 2016, 3. [Google Scholar] [CrossRef] [Green Version]
- American College of Obstetricians and Gynecologists. ACOG Committee Opinion No. 650: Physical Activity and Exercise During Pregnancy and the Postpartum Period. Obstet. Gynecol. 2015, 126, e135–e142. [Google Scholar] [CrossRef]
- Imanishi, T.; Hara, H.; Suzuki, S.; Suzuki, N.; Akira, S.; Saito, T. Cutting edge: TLR2 directly triggers Th1 effector functions. J. Immunol. 2007, 178, 6715–6719. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Weaver, J.R.; Nadler, J.L.; Taylor-Fishwick, D.A. Interleukin-12 (IL-12)/STAT4 Axis Is an Important Element for beta-Cell Dysfunction Induced by Inflammatory Cytokines. PLoS ONE 2015, 10, e0142735. [Google Scholar] [CrossRef]
- Ali, M.; Mali, V.; Haddox, S.; AbdelGhany, S.M.; El-Deek, S.E.M.; Abulfadl, A.; Matrougui, K.; Belmadani, S. Essential Role of IL-12 in Angiogenesis in Type 2 Diabetes. Am. J. Pathol. 2017, 187, 2590–2601. [Google Scholar] [CrossRef] [Green Version]
- McElwain, C.J.; McCarthy, F.P.; McCarthy, C.M. Gestational Diabetes Mellitus and Maternal Immune Dysregulation: What We Know So Far. Int. J. Mol. Sci. 2021, 22, 4261. [Google Scholar] [CrossRef] [PubMed]
- Corrêa-Silva, S.; Alencar, A.P.; Moreli, J.B.; Borbely, A.U.; de, S. Lima, L.; Scavone, C.; Damasceno, D.C.; Rudge, M.V.C.; Bevilacqua, E.; Calderon, I.M.P. Hyperglycemia induces inflammatory mediators in the human chorionic villous. Cytokine 2018, 111, 41–48. [Google Scholar] [CrossRef] [Green Version]
- Han, C.S.; Herrin, M.A.; Pitruzzello, M.C.; Mulla, M.J.; Werner, E.F.; Pettker, C.M.; Flannery, C.A.; Abrahams, V.M. Glucose and metformin modulate human first trimester trophoblast function: A model and potential therapy for diabetes-associated uteroplacental insufficiency. Am. J. Reprod. Immunol. 2015, 73, 362–371. [Google Scholar] [CrossRef] [Green Version]
- Catalano, P.M.; Nizielski, S.E.; Shao, J.; Preston, L.; Qiao, L.; Friedman, J.E. Downregulated IRS-1 and PPARgamma in obese women with gestational diabetes: Relationship to FFA during pregnancy. Am. J. Physiol. Endocrinol. Metab. 2002, 282, E522–E533. [Google Scholar] [CrossRef] [Green Version]
- Pan, J.; Pan, Q.; Chen, Y.; Zhang, H.; Zheng, X. Efficacy of probiotic supplement for gestational diabetes mellitus: A systematic review and meta-analysis. J. Matern Fetal Neonatal Med. 2019, 32, 317–323. [Google Scholar] [CrossRef]
- Gomes, A.C.; Bueno, A.A.; de Souza, R.G.; Mota, J.F. Gut microbiota, probiotics and diabetes. Nutr. J. 2014, 13, 60. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Tieu, J.; Shepherd, E.; Middleton, P.; Crowther, C.A. Dietary advice interventions in pregnancy for preventing gestational diabetes mellitus. Cochrane Database Syst. Rev. 2017, 1, Cd006674. [Google Scholar] [CrossRef] [PubMed]
- Oostdam, N.; van Poppel, M.N.; Wouters, M.G.; van Mechelen, W. Interventions for preventing gestational diabetes mellitus: A systematic review and meta-analysis. J. Womens Health 2011, 20, 1551–1563. [Google Scholar] [CrossRef] [PubMed]
- Sanz, Y.; Santacruz, A.; Gauffin, P. Gut microbiota in obesity and metabolic disorders. Proc. Nutr. Soc. 2010, 69, 434–441. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- VandeVusse, L.; Hanson, L.; Safdar, N. Perinatal outcomes of prenatal probiotic and prebiotic administration: An integrative review. J. Perinat. Neonatal Nurs. 2013, 27, 288–301. [Google Scholar] [CrossRef]
- Bain, E.; Crane, M.; Tieu, J.; Han, S.; Crowther, C.A.; Middleton, P. Diet and exercise interventions for preventing gestational diabetes mellitus. Cochrane Database Syst. Rev. 2015. Update in: Cochrane Database Syst. Rev. 2017, 11, CD010443. [Google Scholar] [CrossRef] [PubMed]
- Facchinetti, F.; Dante, G.; Petrella, E.; Neri, I. Dietary interventions, lifestyle changes, and dietary supplements in preventing gestational diabetes mellitus: A literature review. Obstet. Gynecol. Surv. 2014, 69, 669–680. [Google Scholar] [CrossRef] [Green Version]
- Lambert, J.M.; Bongers, R.S.; de Vos, W.M.; Kleerebezem, M. Functional analysis of four bile salt hydrolase and penicillin acylase family members in Lactobacillus plantarum WCFS1. Appl. Environ. Microbiol. 2008, 74, 4719–4726. [Google Scholar] [CrossRef] [Green Version]
- Yadav, H.; Jain, S.; Sinha, P.R. Antidiabetic effect of probiotic dahi containing Lactobacillus acidophilus and Lactobacillus casei in high fructose fed rats. Nutrition 2007, 23, 62–68. [Google Scholar] [CrossRef]
- Taylor, B.L.; Woodfall, G.E.; Sheedy, K.E.; O’Riley, M.L.; Rainbow, K.A.; Bramwell, E.L.; Kellow, N.J. Effect of Probiotics on Metabolic Outcomes in Pregnant Women with Gestational Diabetes: A Systematic Review and Meta-Analysis of Randomized Controlled Trials. Nutrients 2017, 9, 461. [Google Scholar] [CrossRef] [Green Version]
- Lindsay, K.L.; Kennelly, M.; Culliton, M.; Smith, T.; Maguire, O.C.; Shanahan, F.; Brennan, L.; McAuliffe, F.M. Probiotics in obese pregnancy do not reduce maternal fasting glucose: A double-blind, placebo-controlled, randomized trial (Probiotics in Pregnancy Study). Am. J. Clin. Nutr. 2014, 99, 1432–1439. [Google Scholar] [CrossRef] [Green Version]
- Luoto, R.; Laitinen, K.; Nermes, M.; Isolauri, E. Impact of maternal probiotic-supplemented dietary counselling on pregnancy outcome and prenatal and postnatal growth: A double-blind, placebo-controlled study. Br. J. Nutr. 2010, 103, 1792–1799. [Google Scholar] [CrossRef]
- A Study of Avelumab Alone or in Combination with Pegylated Liposomal Doxorubicin Versus Pegylated Liposomal Doxorubicin Alone in Patients with Platinum Resistant/Refractory Ovarian Cancer (JAVELIN Ovarian 200) [Cited 2021]. Available online: https://clinicaltrials.gov/ct2/show/NCT02580058 (accessed on 12 September 2022).
- Laitinen, K.; Poussa, T.; Isolauri, E. Probiotics and dietary counselling contribute to glucose regulation during and after pregnancy: A randomised controlled trial. Br. J. Nutr. 2009, 101, 1679–1687. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Nitert, M.D.; Barrett, H.L.; Foxcroft, K.; Tremellen, A.; Wilkinson, S.; Lingwood, B.; Tobin, J.M.; McSweeney, C.; O’Rourke, P.; McIntyre, H.D.; et al. SPRING: An RCT study of probiotics in the prevention of gestational diabetes mellitus in overweight and obese women. BMC Pregnancy Childbirth 2013, 13, 50. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Callaway, L.K.; McIntyre, H.D.; Barrett, H.L.; Foxcroft, K.; Tremellen, A.; Lingwood, B.E.; Tobin, J.M.; Wilkinson, S.; Kothari, A.; Morrison, M.; et al. Probiotics for the Prevention of Gestational Diabetes Mellitus in Overweight and Obese Women: Findings From the SPRING Double-Blind Randomized Controlled Trial. Diabetes Care 2019, 42, 364–371. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Jarde, A.; Lewis-Mikhael, A.M.; Moayyedi, P.; Stearns, J.C.; Collins, S.M.; Beyene, J.; McDonald, S.D. Pregnancy outcomes in women taking probiotics or prebiotics: A systematic review and meta-analysis. BMC Pregnancy Childbirth 2018, 18, 14. [Google Scholar] [CrossRef] [Green Version]
- Barakat, R.; Pelaez, M.; Cordero, Y.; Perales, M.; Lopez, C.; Coteron, J.; Mottola, M.F. Exercise during pregnancy protects against hypertension and macrosomia: Randomized clinical trial. Am. J. Obstet. Gynecol. 2016, 214, 649.e1-8. [Google Scholar] [CrossRef]
- Dipietro, L.; Evenson, K.R.; Bloodgood, B.; Sprow, K.; Troiano, R.P.; Piercy, K.L.; Vaux-Bjerke, A.; Powell, K.E. Benefits of Physical Activity during Pregnancy and Postpartum: An Umbrella Review. Med. Sci. Sports Exerc. 2019, 51, 1292–1302. [Google Scholar] [CrossRef]
- Laredo-Aguilera, J.A.; Gallardo-Bravo, M.; Rabanales-Sotos, J.A.; Cobo-Cuenca, A.I.; Carmona-Torres, J.M. Physical Activity Programs during Pregnancy Are Effective for the Control of Gestational Diabetes Mellitus. Int. J. Environ. Res. Public Health 2020, 17, 6151. [Google Scholar] [CrossRef]
- Peters, T.M.; Brazeau, A.S. Exercise in Pregnant Women with Diabetes. Curr. Diab. Rep. 2019, 19, 80. [Google Scholar] [CrossRef]
- Taylor, N. Critically Appraised Papers: An aerobic and resistance exercise program can improve glycaemic control in women with gestational diabetes mellitus [synopsis]. J. Physiother. 2018, 64, 124. [Google Scholar] [CrossRef]
- Davenport, M.H.; Mottola, M.F.; McManus, R.; Gratton, R. A walking intervention improves capillary glucose control in women with gestational diabetes mellitus: A pilot study. Appl. Physiol. Nutr. Metab. 2008, 33, 511–517. [Google Scholar] [CrossRef]
- Asemi, Z.; Zare, Z.; Shakeri, H.; Sabihi, S.S.; Esmaillzadeh, A. Effect of multispecies probiotic supplements on metabolic profiles, hs-CRP, and oxidative stress in patients with type 2 diabetes. Ann. Nutr. Metab. 2013, 63, 1–9. [Google Scholar] [CrossRef] [PubMed]
- Badehnoosh, B.; Karamali, M.; Zarrati, M.; Jamilian, M.; Bahmani, F.; Tajabadi-Ebrahimi, M.; Jafari, P.; Rahmani, E.; Asemi, Z. The effects of probiotic supplementation on biomarkers of inflammation, oxidative stress and pregnancy outcomes in gestational diabetes. J. Matern. Fetal Neonatal Med. 2018, 31, 1128–1136. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Jafarnejad, S.; Saremi, S.; Jafarnejad, F.; Arab, A. Effects of a Multispecies Probiotic Mixture on Glycemic Control and Inflammatory Status in Women with Gestational Diabetes: A Randomized Controlled Clinical Trial. J. Nutr. Metab. 2016, 2016, 5190846. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Lindsay, K.L.; Brennan, L.; Kennelly, M.A.; Maguire, O.C.; Smith, T.; Curran, S.; Coffey, M.; Foley, M.E.; Hatunic, M.; Shanahan, F.; et al. Impact of probiotics in women with gestational diabetes mellitus on metabolic health: A randomized controlled trial. Am. J. Obstet. Gynecol. 2015, 212, 496.e1-11. [Google Scholar] [CrossRef]
- Zheng, J.; Feng, Q.; Zheng, S.; Xiao, X. The effects of probiotics supplementation on metabolic health in pregnant women: An evidence based meta-analysis. PLoS ONE 2018, 13, e0197771. [Google Scholar] [CrossRef] [PubMed]
Risk Factors for GDM 2 | |
---|---|
Modifiable | Non-Modifiable |
Obesity [7,8,9] | Family history of GDM [8] |
Change in weight between pregnancies [3] | Family history of T2D [8,10] |
Significant weight gain in pregnancy [3] | Advanced age of the mother [11] |
Stress [3] | Previous delivery of a baby >4000 g [8] |
Antidepressant and psychotropic drugs [3] | High parity, hydramnios [3] |
Smoking [3] | History of polycystic ovary syndrome [8] |
Inadequate sleep patterns [12] | Ethnicity (African, Asian, American, Pacific Islands) [8,13] |
Western diet [9] | Previous or pregnancy developed hypertension [12] |
Sedentary lifestyle [8] |
Higher Fiber Diet | High Fat Diet | High Protein Diet | High Carbohydrate Diet |
---|---|---|---|
Bacteroidetes ↑ [60] | Bacteroidetes ↓ [61] | Bacteroidetes ↑ [62,63] | Bacteroidetes ↑ [64] |
Firmicutes ↑ [65] | Firmicutes ↑/↓ [61,66] | Firmicutes ↑ [63] | Firmicutes ↑ [64] |
Actinobacteria ↑ [65] | Actinobacteria ↓ [67] | Proteobacteria ↑ [63] | Actinobacteria ↑ [68] |
Proteobacteria ↓ [67] | Proteobacteria ↓ [67] | Deferribacteres ↑ [63] |
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations. |
© 2022 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 (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Ionescu, R.F.; Enache, R.M.; Cretoiu, S.M.; Gaspar, B.S. Gut Microbiome Changes in Gestational Diabetes. Int. J. Mol. Sci. 2022, 23, 12839. https://doi.org/10.3390/ijms232112839
Ionescu RF, Enache RM, Cretoiu SM, Gaspar BS. Gut Microbiome Changes in Gestational Diabetes. International Journal of Molecular Sciences. 2022; 23(21):12839. https://doi.org/10.3390/ijms232112839
Chicago/Turabian StyleIonescu, Ruxandra Florentina, Robert Mihai Enache, Sanda Maria Cretoiu, and Bogdan Severus Gaspar. 2022. "Gut Microbiome Changes in Gestational Diabetes" International Journal of Molecular Sciences 23, no. 21: 12839. https://doi.org/10.3390/ijms232112839
APA StyleIonescu, R. F., Enache, R. M., Cretoiu, S. M., & Gaspar, B. S. (2022). Gut Microbiome Changes in Gestational Diabetes. International Journal of Molecular Sciences, 23(21), 12839. https://doi.org/10.3390/ijms232112839