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Zhou C, Cai G, Meng F, Hu Q, Liang G, Gu T, Zheng E, Li Z, Wu Z, Hong L. Urinary metabolomics reveals the biological characteristics of early pregnancy in pigs. Porcine Health Manag 2022; 8:14. [PMID: 35313998 PMCID: PMC8935750 DOI: 10.1186/s40813-022-00256-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2021] [Accepted: 03/03/2022] [Indexed: 11/29/2022] Open
Abstract
Background Embryo implantation in sows is an important event during pregnancy. During this process, blastocysts undergo dramatic morphologic changes, and the endometrium becomes receptive. Studies have shown that developmental changes associated with the crosstalk between peri-implantation embryos and embryo-uterine are driven by various biomolecules secreted by the endometrium and embryos. In sows, changes in the uterus are also reflected in circulating body fluids and urine. Metabolomics reveals the metabolic state of cells, tissues, and organisms. In this study, we collected urine samples from large white sows during the peri-implantation period. The levels of urinary metabolites at different periods were analyzed using ultra-performance liquid chromatography/tandem mass spectrometry (UPLC–MS/MS) analysis techniques. Results A total of 32 samples were collected from 8 sows during the estrus period and at each phase of early pregnancy (9, 12, and 15 days of gestation). A total of 530 metabolites were identified with high confidence in all samples. Compared with samples collected during the estrus phase, 269 differential metabolites were found in samples obtained during early pregnancy. Conclusions The identified metabolites included lipids and lipid-like molecules, organic acids and their derivatives, organic oxygen compounds, organoheterocyclic compounds, benzenoids, among others. Metabolites, such as choline and pregnanediol-3-glucuronide, play important roles in pregnancy in sows and other animals. These results reveal the metabolic changes in urine of sows during early pregnancy phase. The differential urinary metabolites can be used for assessing peri-implantation status in sows. Understanding these metabolic changes may promote the management of pregnant sows through various interventions such as provision of proper nutrition. Supplementary Information The online version contains supplementary material available at 10.1186/s40813-022-00256-z.
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Urinary metabolic variation analysis during pregnancy and application in Gestational Diabetes Mellitus and spontaneous abortion biomarker discovery. Sci Rep 2019; 9:2605. [PMID: 30796299 PMCID: PMC6384939 DOI: 10.1038/s41598-019-39259-2] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2018] [Accepted: 01/21/2019] [Indexed: 01/13/2023] Open
Abstract
Pregnancy is associated with the onset of many adaptation processes that are likely to change over the course of gestation. Understanding normal metabolites’ variation with pregnancy progression is crucial for gaining insights of the key nutrients for normal fetal growth, and for comparative research of pregnancy-related complications. This work presents liquid chromatography-mass spectrum-based urine metabolomics study of 50 health pregnant women at three time points during pregnancy. The influence of maternal physiological factors, including age, BMI, parity and gravity to urine metabolome was explored. Additionally, urine metabolomics was applied for early prediction of two pregnancy complications, gestational diabetes mellitus and spontaneous abortion. Our results suggested that during normal pregnancy progression, pathways of steroid hormone biosynthesis and tyrosine metabolism were significantly regulated. BMI is a factor that should be considered during cross-section analysis. Application analysis discovered potential biomarkers for GDM in the first trimester with AUC of 0.89, and potential biomarkers for SA in the first trimester with AUC of 0.90. In conclusion, our study indicated that urine metabolome could reflect variations during pregnancy progression, and has potential value for pregnancy complications early prediction. The clinical trial number for this study is NCT03246295.
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Abstract
Protein forms an essential component of a healthy diet in humans to support both growth and maintenance. During pregnancy, an exceptional stage of life defined by rapid growth and development, adequate dietary protein is crucial to ensure a healthy outcome. Protein deposition in maternal and fetal tissues increases throughout pregnancy, with most occurring during the third trimester. Dietary protein intake recommendations are based on factorial estimates because the traditional method of determining protein requirements, nitrogen balance, is invasive and undesirable during pregnancy. The current Estimated Average Requirement and RDA recommendations of 0.88 and 1.1 g · kg(-1) · d(-1), respectively, are for all stages of pregnancy. The single recommendation does not take into account the changing needs during different stages of pregnancy. Recently, with the use of the minimally invasive indicator amino acid oxidation method, we defined the requirements to be, on average, 1.2 and 1.52 g · kg(-1) · d(-1) during early (∼16 wk) and late (∼36 wk) stages of pregnancy, respectively. Although the requirements are substantially higher than current recommendations, our values are ∼14-18% of total energy and fit within the Acceptable Macronutrient Distribution Range. Using swine as an animal model we showed that the requirements for several indispensable amino acids increase dramatically during late gestation compared with early gestation. Additional studies should be conducted during pregnancy to confirm the newly determined protein requirements and to determine the indispensable amino acid requirements during pregnancy in humans.
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Affiliation(s)
- Rajavel Elango
- Child and Family Research Institute, Vancouver, British Columbia, Canada; Department of Pediatrics and School of Population and Public Health, University of British Columbia, Vancouver, British Columbia, Canada; and
| | - Ronald O Ball
- Department of Agricultural, Food, and Nutritional Science, University of Alberta, Edmonton, Alberta, Canada
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Lindsay KL, Hellmuth C, Uhl O, Buss C, Wadhwa PD, Koletzko B, Entringer S. Longitudinal Metabolomic Profiling of Amino Acids and Lipids across Healthy Pregnancy. PLoS One 2015; 10:e0145794. [PMID: 26716698 PMCID: PMC4699222 DOI: 10.1371/journal.pone.0145794] [Citation(s) in RCA: 114] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2015] [Accepted: 12/08/2015] [Indexed: 01/03/2023] Open
Abstract
Pregnancy is characterized by a complexity of metabolic processes that may impact fetal development and ultimately, infant health outcomes. However, our understanding of whole body maternal and fetal metabolism during this critical life stage remains incomplete. The objective of this study is to utilize metabolomics to profile longitudinal patterns of fasting maternal metabolites among a cohort of non-diabetic, healthy pregnant women in order to advance our understanding of changes in protein and lipid concentrations across gestation, the biochemical pathways by which they are metabolized and to describe variation in maternal metabolites between ethnic groups. Among 160 pregnant women, amino acids, tricarboxylic acid (TCA) cycle intermediates, keto-bodies and non-esterified fatty acids were detected by liquid chromatography coupled with mass spectrometry, while polar lipids were detected through flow-injected mass spectrometry. The maternal plasma concentration of several essential and non-essential amino acids, long-chain polyunsaturated fatty acids, free carnitine, acetylcarnitine, phosphatidylcholines and sphingomyelins significantly decreased across pregnancy. Concentrations of several TCA intermediates increase as pregnancy progresses, as well as the keto-body β-hydroxybutyrate. Ratios of specific acylcarnitines used as indicators of metabolic pathways suggest a decreased beta-oxidation rate and increased carnitine palmitoyltransferase-1 enzyme activity with advancing gestation. Decreasing amino acid concentrations likely reflects placental uptake and tissue biosynthesis. The absence of any increase in plasma non-esterified fatty acids is unexpected in the catabolic phase of later pregnancy and may reflect enhanced placental fatty acid uptake and utilization for fetal tissue growth. While it appears that energy production through the TCA cycle increases as pregnancy progresses, decreasing patterns of free carnitine and acetylcarnitine as well as increased carnitine palmitoyltransferase-1 rate and β-hydroxybutyrate levels suggest a concomitant upregulation of ketogenesis to ensure sufficient energy supply in the fasting state. Several differences in metabolomic profiles between Hispanic and non-Hispanic women demonstrate phenotypic variations in prenatal metabolism which should be considered in future studies.
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Affiliation(s)
- Karen L. Lindsay
- Development, Health and Disease Research Program, University of California Irvine, School of Medicine, Irvine, California, 92697, United States of America
| | - Christian Hellmuth
- Ludwig-Maximillian-University München, Division of Metabolic and Nutritional Medicine, Dr. von Hauner Children’s Hospital, University of Munich Medical Centre, Lindwurmstrasse 4, D-80337, Munich, Germany
- * E-mail:
| | - Olaf Uhl
- Ludwig-Maximillian-University München, Division of Metabolic and Nutritional Medicine, Dr. von Hauner Children’s Hospital, University of Munich Medical Centre, Lindwurmstrasse 4, D-80337, Munich, Germany
| | - Claudia Buss
- Development, Health and Disease Research Program, University of California Irvine, School of Medicine, Irvine, California, 92697, United States of America
- Institute of Medical Psychology, Charité University Medicine Berlin, Berlin, Germany
| | - Pathik D. Wadhwa
- Development, Health and Disease Research Program, University of California Irvine, School of Medicine, Irvine, California, 92697, United States of America
| | - Berthold Koletzko
- Ludwig-Maximillian-University München, Division of Metabolic and Nutritional Medicine, Dr. von Hauner Children’s Hospital, University of Munich Medical Centre, Lindwurmstrasse 4, D-80337, Munich, Germany
| | - Sonja Entringer
- Development, Health and Disease Research Program, University of California Irvine, School of Medicine, Irvine, California, 92697, United States of America
- Institute of Medical Psychology, Charité University Medicine Berlin, Berlin, Germany
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Knight J, Assimos DG, Callahan MF, Holmes RP. Metabolism of primed, constant infusions of [1,2-¹³C₂] glycine and [1-¹³C₁] phenylalanine to urinary oxalate. Metabolism 2011; 60:950-6. [PMID: 21036374 PMCID: PMC3116940 DOI: 10.1016/j.metabol.2010.09.002] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/13/2010] [Revised: 09/08/2010] [Accepted: 09/14/2010] [Indexed: 11/18/2022]
Abstract
Experiments in humans and rodents using oral doses of glycine and phenylalanine have suggested that the metabolism of these amino acids contributes to urinary oxalate excretion. To better define this contribution, we have examined the primed, constant infusion of [1-(13)C(1)] phenylalanine and [1,2-(13)C(2)] glycine in the postabsorptive state in healthy adults. Subjects were infused for 5 hours, hourly urines were collected, and blood was drawn every 30 minutes. Ion chromatography/mass spectrometry was used to measure [(13)C] enrichment in urinary oxalate, glycolate, and hippurate; and the enrichment of (13)C-amino acids in plasma samples was measured by gas chromatography/mass spectrometry. Following infusion with either 6 μmol/(kg h) [1-(13)C(1)] phenylalanine or 6 μmol/(kg h) [1,2-(13)C(2)] glycine, no isotopic glycolate or oxalate was detected in urine. Based on the limits of detection of our ion chromatography/mass spectroscopy method, these data indicate that less than 0.7% of the urinary oxalate could be derived from phenylalanine catabolism and less than 5% from glycine catabolism. Infusions with high levels of [1,2-(13)C(2)] glycine, 60 μmol/(kg h), increased mean plasma glycine by 29% and the whole-body flux of glycine by 72%. Under these conditions, glycine contributed 16.0% ± 1.6% and 16.6% ± 3.2% to urinary oxalate and glycolate excretion, respectively. Experiments using cultured hepatoma cells demonstrated that only at supraphysiological levels (>1 mmol/L) did glycine and phenylalanine metabolism increase oxalate synthesis. These data suggest that glycine and phenylalanine metabolism make only minor contributions to oxalate synthesis and urinary oxalate excretion.
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Affiliation(s)
- John Knight
- Department of Urology, Wake Forest University Medical Center, Winston-Salem, NC 27157, USA.
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Dasarathy J, Gruca LL, Bennett C, Parimi PS, Duenas C, Marczewski S, Fierro JL, Kalhan SC. Methionine metabolism in human pregnancy. Am J Clin Nutr 2010; 91:357-65. [PMID: 19939983 PMCID: PMC2806892 DOI: 10.3945/ajcn.2009.28457] [Citation(s) in RCA: 87] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2009] [Accepted: 10/29/2009] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Hyperhomocysteinemia during pregnancy, which is a consequence of perturbations in methionine and/or folate metabolism, has been implicated in adverse outcomes such as neural tube defects, preeclampsia, spontaneous abortion, and premature delivery. The adaptive changes in methionine metabolism during pregnancy in humans have not been determined. OBJECTIVE Our objective was to examine the kinetics of methionine and its rate of transsulfuration and transmethylation in healthy women with advancing gestation. DESIGN The whole-body rate of appearance (Ra) of methionine and phenylalanine was measured in healthy pregnant women during the first (n = 10), second (n = 5), and third (n = 10) trimesters of pregnancy. These data were compared with those for nonpregnant women (n = 8). Tracers [1-(13)C]methionine, [C(2)H(3)]methionine, and [(2)H(5)]phenylalanine were administered as prime-constant rate infusions. The effect of enteral high-protein, mixed-nutrient load on tracer-determined variables was also examined. RESULTS In pregnant women, the Ra of phenylalanine was significantly (P < 0.05) lower in the first trimester than in the second and third trimesters and was significantly lower than that in nonpregnant women. A linear positive correlation was evident between gestational age and phenylalanine Ra. The fractional rate and total rate of transsulfuration of methionine was significantly (P < 0.05) higher during the first trimester, whereas the rate of transmethylation was higher during the third trimester. Plasma concentrations of total cysteine and homocysteine were lower during pregnancy. CONCLUSIONS Uncomplicated pregnancy in humans is associated with a higher rate of transsulfuration early in gestation and a higher rate of transmethylation of methionine in late gestation. These data may have implications for understanding the role of methionine and homocysteine in complications of pregnancy and for the nutritional care of pregnant women.
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Affiliation(s)
- Jaividhya Dasarathy
- Department of Family Medicine, Case Western Reserve University School of Medicine at MetroHealth Medical Center, Cleveland, OH, USA
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van den Akker CHP, Schierbeek H, Dorst KY, Schoonderwaldt EM, Vermes A, Duvekot JJ, Steegers EAP, van Goudoever JB. Human fetal amino acid metabolism at term gestation. Am J Clin Nutr 2009; 89:153-60. [PMID: 19056564 DOI: 10.3945/ajcn.2008.26553] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Knowledge on human fetal amino acid (AA) metabolism, largely lacking thus far, is pivotal in improving nutritional strategies for prematurely born infants. Phenylalanine kinetics is of special interest as is debate as to whether neonates will adequately hydroxylate phenylalanine to the semiessential AA tyrosine. OBJECTIVE Our aim was to quantify human fetal phenylalanine and tyrosine metabolism. DESIGN Eight fasted, healthy, pregnant women undergoing elective cesarean delivery at term received primed continuous stable-isotope infusions of [1-(13)C]phenylalanine and [ring-D(4)]tyrosine starting before surgery. Umbilical blood flow was measured by ultrasound. Maternal and umbilical cord blood was collected and analyzed by gas chromatography-mass spectrometry for phenylalanine and tyrosine enrichments and concentrations. Data are expressed as medians (25th-75th percentile). RESULTS Women were in a catabolic state for which net fetal AA uptake was responsible for > or = 25%. Maternal and fetal hydroxylation rates were 2.6 (2.2-2.9) and 7.5 (6.2-15.5) micromol phenylalanine/(kg . h), respectively. Fetal protein synthesis rates were higher than breakdown rates: 92 (84-116) and 73 (68-87) micromol phenylalanine/(kg . h), respectively, which indicated an anabolic state. The median metabolized fraction of available phenylalanine and tyrosine in the fetus was <20% for both AAs. CONCLUSIONS At term gestation, fetuses still show considerable net AA uptake and AA accretion [converted to tissue approximately 12 g/(kg . d)]. The low metabolic uptake (AA usage) implies a very large nutritional reserve capacity of nutrients delivered through the umbilical cord. Fetuses at term are quite capable of hydroxylating phenylalanine to tyrosine.
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Affiliation(s)
- Chris H P van den Akker
- Department of Pediatrics, Division of Neonatology, Erasmus MC-Sophia Children's Hospital, Rotterdam, Netherlands
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Fujita T, Kajita M, Sano H. Responses of whole body protein synthesis, nitrogen retention and glucose kinetics to supplemental starch in goats. Comp Biochem Physiol B Biochem Mol Biol 2006; 144:180-7. [PMID: 16580858 DOI: 10.1016/j.cbpb.2006.02.004] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2005] [Revised: 02/03/2006] [Accepted: 02/11/2006] [Indexed: 10/24/2022]
Abstract
An isotope dilution experiment was conducted to determine the effect of metabolizable energy intake (MEI) as starch on whole body protein synthesis (WBPS), nitrogen (N) retention and glucose irreversible loss rate (ILR) in four adult goats (Capra hircus). The goats were fed isonitrogenous diets containing three different metabolizable energy (1.0, 1.5 and 2.0 times maintenance) twice daily. Energy above maintenance was supplemented with cornstarch. The WBPS and glucose ILR during 5 to 7 h after feeding were measured by a primed-continuous infusion of [2H5]phenylalanine, [2H2]tyrosine, [2H4]tyrosine and [13C6]glucose for 4 h, with measurements of plasma concentrations of metabolites and insulin. Ruminal characteristics were also determined. Increasing MEI improved N retention, despite decreased digestible N. Increasing MEI decreased ruminal pH and ammonia nitrogen. In plasma, decreased urea N, increased total amino N and tyrosine, and trends for increases in phenylalanine and insulin resulted from increasing MEI. Increasing MEI increased ILR of glucose, phenylalanine and tyrosine, and hydroxylation rate of phenylalanine and WBPS. We conclude that in goats increasing MEI as starch enhances WBPS in the absorptive state and N retention, despite a decrease in digestible N. These changes are probably associated with both decreased ammonia absorption and increased amino acid absorption.
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Affiliation(s)
- Tadahisa Fujita
- Department of Agro-bioscience, Faculty of Agriculture, Iwate University, Ueda 3-18-8, Morioka 020-8550, Japan
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Whittaker PG, Lee CH, Taylor R. Whole body protein kinetics in women: effect of pregnancy and IDDM during anabolic stimulation. Am J Physiol Endocrinol Metab 2000; 279:E978-88. [PMID: 11052951 DOI: 10.1152/ajpendo.2000.279.5.e978] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
The effects of pregnancy and type 1 diabetes [insulin-dependent diabetes mellitus (IDDM)] on protein metabolism are still uncertain. Therefore, six normal and five IDDM women were studied during and after pregnancy, using [(13)C]leucine and [(2)H(5)]phenylalanine with a hyperinsulinemic-euglycemic clamp and amino acid infusion. Fasting total plasma amino acids were lower in pregnancy in normal but not IDDM women (2,631 +/- 427 vs. 2,057 +/- 471 and 2,523 +/- 430 vs. 2,500 +/- 440 micromol/l, respectively). Whole body protein breakdown (leucine) increased in pregnancy [change in normal (delta N) and IDDM women (delta D) 0.59 +/- 0.40 and 0.48 +/- 0.26 g. kg(-1). day(-1), both P < 0.001], whereas reductions in protein breakdown due to insulin/amino acids (delta N -0.57 +/- 0.19, delta D -0.58 +/- 0.20 g. kg(-1). day(-1), both P < 0.001) were unaffected by pregnancy. Protein breakdown in IDDM women was not higher than normal, and neither pregnancy nor type 1 diabetes altered the insulin sensitivity of amino acid turnover. Nonoxidized leucine disposal (protein synthesis) increased in pregnancy (delta N 0.67 +/- 0.45, delta D 0.64 +/- 0.34 g. kg(-1). day(-1), both P < 0.001). Pregnancy reduced the response of phenylalanine hydroxylation to insulin/amino acids in both groups (delta N -1.14 +/- 0.74, delta D -1. 12 +/- 0.77 g. kg(-1). day(-1), both P < 0.05). These alterations may enable amino acid conservation for protein synthesis and accretion in late pregnancy. Well-controlled type 1 diabetes caused no abnormalities in the regulation of basal or stimulated protein metabolism.
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Affiliation(s)
- P G Whittaker
- Department of Obstetrics and Gynecology, University of Newcastle upon Tyne, Royal Victoria Infirmary, Newcastle, Tyne and Wear NE1 4LP, United Kingdom.
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