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Bierut T, Duckworth L, Grabowsky M, Ordiz MI, Laury ML, Callaghan-Gillespie M, Maleta K, Manary MJ. The effect of bovine colostrum/egg supplementation compared with corn/soy flour in young Malawian children: a randomized, controlled clinical trial. Am J Clin Nutr 2021; 113:420-427. [PMID: 33330913 DOI: 10.1093/ajcn/nqaa325] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Accepted: 10/14/2020] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Bovine colostrum with egg powder (BC/egg) is rich in essential amino acids and immunoactive compounds. OBJECTIVES This trial tested the hypothesis that a daily supplement of BC/egg would reduce linear growth faltering and environmental enteric dysfunction (EED) in Malawian infants when compared with an isoenergetic ration of corn/soy flour used as a control. EED was defined by a lactulose permeability test. METHODS This was a prospective, randomized, blinded, placebo-controlled clinical trial in which 9-mo-old infants received BC/egg or a control for 3 mo. The primary outcomes were change in length-for-age z-score (ΔLAZ) and urinary lactulose excretion (%L) at 12-mo-old. Secondary outcomes included episodes of diarrhea, stunting, EED, and the 16S configuration of the fecal microbiota. RESULTS Of the 277 children enrolled, 267 completed the intervention phase of the study. LAZ decreased in all children from 9 to 17 mo, although ΔLAZ was less in children receiving BC/egg from 9 to 12 mo (difference = 0.12 z-scores; P = 0.0011). This difference persisted after feeding was completed, with less ΔLAZ (difference = 0.09 z-scores). A lower prevalence of stunting was seen in the intervention group (n = 47/137) than the control group (n = 62/127) at 17 mo (RR = 0.70; 95% CI: 0.52, 0.94).The median %L at 12 mo of age in the children receiving BC/egg was 0.14%, compared with 0.17% in the control group (P = 0.74). In children with %L >0.45% at enrollment (severe EED), the BC/egg group had more children with normal %L at 12 mo of age (10/20, 50%) than was seen in controls (2/15, 13%; P = 0.024). Episodes of diarrhea and β-diversity of the 16S configuration of fecal microbiota did not differ between the 2 groups. CONCLUSIONS Addition of BC/egg to complementary feeding in Malawian infants resulted in less linear growth faltering. This trial was registered at clinicaltrials.gov as NCT03801317.
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Affiliation(s)
- Tatiana Bierut
- Department of Pediatrics, Washington University in St Louis, St Louis, MO, USA
| | - Laura Duckworth
- Department of Pediatrics, Washington University in St Louis, St Louis, MO, USA
| | | | - M Isabel Ordiz
- Department of Pediatrics, Washington University in St Louis, St Louis, MO, USA
| | - Marie L Laury
- Genome Technology Access Center, Washington University in St Louis, MO, USA
| | | | - Ken Maleta
- Department of Community Health, College of Medicine, University of Malawi, Blantyre, Malawi
| | - Mark J Manary
- Department of Pediatrics, Washington University in St Louis, St Louis, MO, USA
- Department of Community Health, College of Medicine, University of Malawi, Blantyre, Malawi
- United States Department of Agriculture/Agricultural Research Service Children's Nutrition Research Center, Houston, TX, USA
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Ordiz MI, Janssen S, Humphrey G, Ackermann G, Stephenson K, Agapova S, Divala O, Kaimila Y, Maleta K, Zhong C, Knight R, Trehan I, Tarr PI, Rusconi B, Manary MJ. The effect of legume supplementation on the gut microbiota in rural Malawian infants aged 6 to 12 months. Am J Clin Nutr 2020; 111:884-892. [PMID: 32047925 PMCID: PMC8287943 DOI: 10.1093/ajcn/nqaa011] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2019] [Accepted: 01/21/2020] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Common bean and cowpea contain about 25% protein and 25% fiber, and are recommended as complementary foods in sub-Saharan Africa. OBJECTIVE The objective of this study was to determine if a daily legume supplement given to Malawian infants aged 6 to 12 mo alters the 16S configuration of the fecal microbiota as read out by amplicon sequence variants (ASVs). METHODS This study was conducted within the context of a randomized, double-blind, controlled clinical trial to assess whether cowpea or common bean supplementation reduced intestinal permeability or increased linear growth. There were 2 village clusters in which the study was conducted. Fresh stool collections were flash frozen from 236 infants at ≤6 time points. The stools were sequenced using Earth Microbiome project protocols and data were processed using Qiime and Qiita, open-source, validated software packages. α-diversity was measured using the Faith's test. The 16S configuration was characterized by determining the weighted UniFrac distances of the ASVs and comparing them using permutational multivariate ANOVA. RESULTS Among the 1249 samples analyzed, the α-diversity of the fecal microbiome was unchanged among subjects after initiation of legume supplementation. Neither cowpea nor common bean altered the overall 16S configuration at any age. The 16S configuration differed between children with adequate and poor linear growth aged from 6 to 9 mo, but no specific ASVs differed in relative abundance. The 16S configuration differed between children with normal and abnormal intestinal permeability at 9 mo, but no specific ASVs differed in relative abundance. Among categorical characteristics of the population associated with different 16S configurations, village cluster was most pronounced. CONCLUSION Legume supplementation in breastfed, rural African infants did not affect the structure of the gut microbial communities until the children were aged 9 mo. This trial was registered at clinicaltrials.gov as NCT02472262.
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Affiliation(s)
- M Isabel Ordiz
- Department of Pediatrics, Washington University at St. Louis, St.
Louis, MO, USA
| | - Stefan Janssen
- Department of Pediatrics, University of California San Diego, La
Jolla, CA, USA
| | - Greg Humphrey
- Department of Pediatrics, University of California San Diego, La
Jolla, CA, USA
| | - Gail Ackermann
- Department of Pediatrics, University of California San Diego, La
Jolla, CA, USA
| | - Kevin Stephenson
- Department of Pediatrics, Washington University at St. Louis, St.
Louis, MO, USA
| | - Sophia Agapova
- Department of Pediatrics, Washington University at St. Louis, St.
Louis, MO, USA
| | - Oscar Divala
- Department of Community Health, College of Medicine, University of
Malawi, Malawi
| | - Yankho Kaimila
- Department of Community Health, College of Medicine, University of
Malawi, Malawi
| | - Ken Maleta
- Department of Community Health, College of Medicine, University of
Malawi, Malawi
| | - Caroline Zhong
- Department of Pediatrics, Washington University at St. Louis, St.
Louis, MO, USA
| | - Rob Knight
- Department of Pediatrics, University of California San Diego, La
Jolla, CA, USA
- Department of Computer Science and Engineering, University of
California San Diego, La Jolla, CA, USA
- Department of Bioengineering, University of California San Diego,
La Jolla, CA, USA
- Center for Microbiome Innovation, University of California San
Diego, La Jolla, CA, USA
| | - Indi Trehan
- Department of Pediatrics, Washington University at St. Louis, St.
Louis, MO, USA
- Department of Paediatrics and Child Health, University of Malawi,
Blantyre, Malawi
| | - Phillip I Tarr
- Department of Pediatrics, Washington University at St. Louis, St.
Louis, MO, USA
| | - Brigida Rusconi
- Department of Pediatrics, Washington University at St. Louis, St.
Louis, MO, USA
| | - Mark J Manary
- Department of Pediatrics, Washington University at St. Louis, St.
Louis, MO, USA
- Department of Community Health, College of Medicine, University of
Malawi, Malawi
- USDA/Agricultural Research Service Children's Nutrition Research
Center, Houston, TX, USA
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Ordiz MI, Semba RD, Moaddel R, Rolle-Kampczyk U, von Bergen M, Herberth G, Khadeer M, Röder S, Manary MJ. Serum Amino Acid Concentrations in Infants from Malawi are Associated with Linear Growth. Curr Dev Nutr 2019; 3:nzz100. [PMID: 31620672 PMCID: PMC6785685 DOI: 10.1093/cdn/nzz100] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/27/2019] [Indexed: 01/14/2023] Open
Abstract
Serum amino acid (AA) concentrations are correlated with childhood stunting, but their relation to linear growth velocity has not been explored. This was a secondary analysis of a clinical trial where Malawian infants aged 6-12 mo were given a legume supplement providing 8.2 g/d of protein; anthropometry was conducted at multiple intervals, and fasted serum AA concentrations were measured at 12 mo of age. Lysine, proline, tryptophan, tyrosine, and valine concentrations were higher in infants with a linear growth velocity z-score >0 than those <0. Corrected Spearman correlation coefficients between individual AA concentrations and weight-for-height and length velocity from 6 to 12 mo of age were positively correlated for glycine, isoleucine, proline, serine, threonine, tyrosine, and valine. Additionally, weight-for-height was correlated with arginine, asparagine, glutamine, leucine, lysine, methionine, and phenylalanine. The observed associations suggest that testing the hypothesis that essential AA provision will reduce linear growth faltering is warranted. This trial was registered at clinicaltrials.gov as NCT02472262.
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Affiliation(s)
- M Isabel Ordiz
- Department of Pediatrics, Washington University in Saint Louis, St Louis, MO, USA
| | - Richard D Semba
- Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | | | | | | | - Gunda Herberth
- Department of Environmental Immunology, Helmholtz Centre for Environmental Research, Leipzig, Germany
| | | | - Stefan Röder
- Department of Environmental Immunology, Helmholtz Centre for Environmental Research, Leipzig, Germany
| | - Mark J Manary
- Department of Pediatrics, Washington University in Saint Louis, St Louis, MO, USA
- School of Public Health and Family Medicine, University of Malawi, Blantyre, Malawi
- Children's Nutrition Research Center, Baylor College of Medicine, Houston, TX, USA
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Ordiz MI, Wold K, Kaimila Y, Divala O, Gilstrap M, Lu HZ, Manary MJ. Detection and interpretation of fecal host mRNA in rural Malawian infants aged 6-12 months at risk for environmental enteric dysfunction. Exp Biol Med (Maywood) 2018; 243:985-989. [PMID: 30099958 DOI: 10.1177/1535370218794418] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
Recent studies have suggested that environmental enteric dysfunction can be assessed in rural African children by measuring levels of fecal mRNA transcripts. The field collection of fecal samples is less invasive and cumbersome than administration of the lactulose:mannitol test, which is typically used to assess environmental enteric dysfunction. This study sought to determine if, as in children aged 12-60 months, an array of seven fecal host transcripts (CD53, CDX1, HLA-DRA, TNF, S100A8, MUC12, and REG1A) could predict environmental enteric dysfunction in rural African infants. Host fecal transcript abundance was correlated to the percentage of lactulose (%L) excreted in the urine for 340 samples from Malawian children aged 6-12 months. Permeability was categorized as not severe (%L < 0.45) and severe (%L ≥ 0.45). This study found the prevalence of severe environmental enteric dysfunction to be 114/834 (14%), lower than what was previously reported for 12-60 months old children, 595/1521 (39%, P = 0.001). In linear regression analysis with the seven host transcripts, two were associated with %L: β coefficients of -1.843 ( P = 0.035) and 0.215 ( P = 0.006) for CDX1 and REG1A, respectively. The seven fecal host transcripts in a random forest model did not predict severe environmental enteric dysfunction. Future models utilizing different transcripts identified from an untargeted, agnostic assessment of all potential host transcripts could provide accurate predictions of environmental enteric dysfunction in infants. Impact statement Environmental enteric dysfunction (EED) is associated with reduced linear growth. The dual sugar absorption test has been used as a non-invasive method to determine the gut health of individuals. Alternative methods using fecal host mRNAs as predictors of the gut health are promising. In older children, we have determined that seven transcripts can predict the gut health in a random forest model. Our current study determined that the host fecal mRNA is abundant in infants and toddlers alike. Severe EED in rural Malawian children is less prevalent in infants than in young children. REG1A and CDX1 are associated with gut health. Fecal host mRNA may well be a means to assess gut health in African infants, but the panel of transcripts used to do this will differ from that in older children.
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Affiliation(s)
- M Isabel Ordiz
- 1 Department of Pediatrics, Washington University at Saint Louis, St. Louis, MO 63110, USA
| | - Karl Wold
- 1 Department of Pediatrics, Washington University at Saint Louis, St. Louis, MO 63110, USA
| | - Yankho Kaimila
- 2 School of Public Health and Family Medicine, University of Malawi, Blantyre 3, Malawi
| | - Oscar Divala
- 2 School of Public Health and Family Medicine, University of Malawi, Blantyre 3, Malawi
| | - Madeline Gilstrap
- 1 Department of Pediatrics, Washington University at Saint Louis, St. Louis, MO 63110, USA
| | - Henry Z Lu
- 1 Department of Pediatrics, Washington University at Saint Louis, St. Louis, MO 63110, USA
| | - Mark J Manary
- 1 Department of Pediatrics, Washington University at Saint Louis, St. Louis, MO 63110, USA.,2 School of Public Health and Family Medicine, University of Malawi, Blantyre 3, Malawi.,3 Children's Nutrition Research Center, Baylor College of Medicine, Houston, TX 77030, USA
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Ordiz MI, Davitt C, Stephenson K, Agapova S, Divala O, Shaikh N, Manary MJ. EB 2017 Article: Interpretation of the lactulose:mannitol test in rural Malawian children at risk for perturbations in intestinal permeability. Exp Biol Med (Maywood) 2018; 243:677-683. [PMID: 29597877 DOI: 10.1177/1535370218768508] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
The dual sugar absorption test, specifically the lactulose:mannitol test, is used to assess gut health. Lactulose absorption is said to represent gut damage and mannitol absorption is used as a measure of normal small bowel function and serves as normalizing factor for lactulose. A underappreciated limitation of this common understanding of the lactulose:mannitol test is that mannitol is not absorbed to any substantial extent by a transcellular process. Additionally, this interpretation of lactulose:mannitol is not consistent with current understanding of paracellular pathways, where three pathway types exist: pore, leak, and unrestricted. Pore and leak pathways are regulated biological constructions of the small bowel barrier, and unrestricted pathways represent micropathological damage. We analyzed 2334 lactulose:mannitol measurements rigorously collected from 622 young rural Malawian children at high risk for poor gut health in light of the pathway model. An alternative method of normalizing for gut length utilizing autopsy data is described. In our population, absorbed lactulose and mannitol are strongly correlated, r = 0.68 P <0.0001, suggesting lactulose and mannitol are traversing the gut barrier via the same pathways. Considering measurements where pore pathways predominate, mannitol flux is about 14 times that of lactulose. As more leak pathways are present, this differential flux mannitol:lactulose falls to 8:1 and when increased numbers of unrestricted pathways are present, the differential flux of mannitol:lactulose is 6:1. There was no substantial correlation between the lactulose:mannitol and linear growth. Given that mannitol will always pass through a given pathway at a rate at least equal to that of lactulose, and lactulose absorption is a composite measure of flux through both physiologic and pathologic pathways, we question the utility of the lactulose:mannitol test. We suggest using lactulose alone is as informative as lactulose:mannitol in a sugar absorption testing in subclinical gut inflammation. Impact statement Our work integrates the standard interpretation of the lactulose:mannitol test (L:M), with mechanistic insight of intestinal permeability. There are three paracellular pathways in the gut epithelium; pore, leak, and unrestricted. Using thousands of L:M measurements from rural Malawian children at risk for increased intestinal permeability, we predict the differential flux of L and M through the pathways. Our findings challenge the traditional notions that little L is absorbed through a normal epithelial barrier and that M is a normalizing factor for L. Our observations are consistent with pore pathways allowing only M to pass. And that substantial amounts of L and M pass through leak pathways which are normal, regulated, cell-junctional adaptations. So M is a composite measure of all pathways, and L is not a measure solely of pathologic gut damage. Using L alone as a probe will yield more information about gut health than L:M.
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Affiliation(s)
- M Isabel Ordiz
- 1 Department of Pediatrics, Washington University at Saint Louis, St. Louis, MO 63110, USA
| | - Caroline Davitt
- 1 Department of Pediatrics, Washington University at Saint Louis, St. Louis, MO 63110, USA
| | - Kevin Stephenson
- 1 Department of Pediatrics, Washington University at Saint Louis, St. Louis, MO 63110, USA
| | - Sophia Agapova
- 1 Department of Pediatrics, Washington University at Saint Louis, St. Louis, MO 63110, USA
| | - Oscar Divala
- 2 School of Public Health and Family Medicine, University of Malawi, Blantyre 3, Malawi
| | - Nurmohammad Shaikh
- 1 Department of Pediatrics, Washington University at Saint Louis, St. Louis, MO 63110, USA
| | - Mark J Manary
- 1 Department of Pediatrics, Washington University at Saint Louis, St. Louis, MO 63110, USA.,2 School of Public Health and Family Medicine, University of Malawi, Blantyre 3, Malawi.,3 Children's Nutrition Research Center, Baylor College of Medicine, Houston, TX 77030, USA
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Agapova SE, Stephenson KB, Divala O, Kaimila Y, Maleta KM, Thakwalakwa C, Ordiz MI, Trehan I, Manary MJ. Additional Common Bean in the Diet of Malawian Children Does Not Affect Linear Growth, but Reduces Intestinal Permeability. J Nutr 2018; 148:267-274. [PMID: 29490090 DOI: 10.1093/jn/nxx013] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2017] [Accepted: 10/18/2017] [Indexed: 01/26/2023] Open
Abstract
Background Chronic malnutrition, as manifested by linear growth faltering, is pervasive among rural African children. Improvements in complementary feeding may decrease the burden of environmental enteric dysfunction (EED) and thus improve growth in children during the critical first 1000 d of development. Objective We tested the hypothesis that systematically including common bean or cowpea into complementary feeding would reduce EED and growth faltering among children in rural Malawi. Methods This was a double-blind clinical trial in which children 12-23 mo of age were randomly assigned to receive complementary feeding with 1 of 3 foods: roasted cowpea or common bean flour, or an isoenergetic amount of corn-soy blend as a control food for 48 wk. Children aged 12-23 mo received 155 kcal/d and thereafter until 35 mo received 200 kcal/d. The primary outcomes were change in length-for-age z score (LAZ) and improvements in a biomarker of EED, the percentage of lactulose (%L) excreted as part of the lactulose:mannitol dual-sugar absorption test. Anthropometric measurements and urinary %L excretion were compared between the 2 intervention groups and the control group separately with the use of linear mixed model analyses for repeated measures. Results A total of 331 children completed the clinical trial. Compliance with the study interventions was excellent, with >90% of the intervention flour consumed as intended. No significant effects on LAZ, change in LAZ, or weight-for-length z score were observed due to either intervention legume, compared to the control. %L was reduced with common bean consumption (effect estimate was -0.07 percentage points of lactulose, P = 0.0007). The lactulose:mannitol test was not affected by the legume intervention. Conclusion The addition of common bean to complementary feeding of rural Malawian children during the second year of life led to an improvement in a biomarker of gut health, although this did not directly translate into improved linear growth. This trial was registered at clinicaltrials.gov as NCT02472301.
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Affiliation(s)
| | | | - Oscar Divala
- School of Public Health and Family Medicine and Department of Paediatrics, College of Medicine, University of Malawi, Blantyre, Malawi
| | - Yankho Kaimila
- School of Public Health and Family Medicine and Department of Paediatrics, College of Medicine, University of Malawi, Blantyre, Malawi
| | - Kenneth M Maleta
- School of Public Health and Family Medicine and Department of Paediatrics, College of Medicine, University of Malawi, Blantyre, Malawi
| | - Chrissie Thakwalakwa
- School of Public Health and Family Medicine and Department of Paediatrics, College of Medicine, University of Malawi, Blantyre, Malawi
| | - M Isabel Ordiz
- Department of Pediatrics, Washington University, St Louis, MO
| | - Indi Trehan
- Department of Pediatrics, Washington University, St Louis, MO.,Department of Paediatrics, College of Medicine, University of Malawi, Blantyre, Malawi
| | - Mark J Manary
- Department of Pediatrics, Washington University, St Louis, MO.,School of Public Health and Family Medicine and Department of Paediatrics, College of Medicine, University of Malawi, Blantyre, Malawi.,Children's Nutrition Research Center, Baylor College of Medicine, Houston, TX
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Semba RD, Trehan I, Li X, Salem N, Moaddel R, Ordiz MI, Maleta KM, Kraemer K, Manary MJ. Low serum ω-3 and ω-6 polyunsaturated fatty acids and other metabolites are associated with poor linear growth in young children from rural Malawi. Am J Clin Nutr 2017; 106:1490-1499. [PMID: 29070563 PMCID: PMC5698844 DOI: 10.3945/ajcn.117.164384] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2017] [Accepted: 10/03/2017] [Indexed: 11/14/2022] Open
Abstract
Background: Stunting affects ∼25% of children <5 y of age and is associated with impaired cognitive and motor development and increased morbidity and mortality. The pathogenesis of stunting is poorly understood.Objective: The purpose of this study was to identify altered metabolic pathways associated with child stunting.Design: We measured 677 serum metabolites using liquid chromatography-tandem mass spectrometry in a cross-sectional study of 400 Malawian children aged 12-59 mo, of whom 62% were stunted.Results: A low height-for-age z score (HAZ) was associated with lower serum concentrations of 1) ω-3 (n-3) and ω-6 (n-6) polyunsaturated fatty acids (PUFAs), 2) sulfated neurosteroids, which play a role in brain development, 3) carnitine, a conditionally essential nutrient with an important role in the carnitine shuttle for the metabolism of fatty acids and energy production, and 4) γ-glutamyl amino acids, which represent an altered γ-glutamyl cycle of glutathione metabolism. A low HAZ was associated with significantly higher serum concentrations of 5 biomarkers related to cigarette smoke exposure.Conclusions: This metabolomics study shows a cross-sectional association between stunting and low serum ω-3 and ω-6 long-chain PUFAs, which are essential for growth and development; low sulfated neurosteroids, which play a role in brain development; low carnitine, which is essential for β-oxidation of fatty acids; alterations in glutathione metabolism; and increased serum metabolites that are associated with secondhand tobacco smoke exposure. This trial was registered at www.controlled-trials.com as ISRCTN14597012.
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Affiliation(s)
- Richard D Semba
- Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, MD;
| | - Indi Trehan
- Department of Pediatrics, Washington University at St. Louis, St. Louis, MO
| | - Ximin Li
- Departments of Biostatistics and
| | | | | | - M Isabel Ordiz
- Department of Pediatrics, Washington University at St. Louis, St. Louis, MO
| | - Kenneth M Maleta
- College of Medicine, University of Malawi, Blantyre, Malawi; and
| | - Klaus Kraemer
- International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD;,Sight and Life, Basel, Switzerland
| | - Mark J Manary
- Department of Pediatrics, Washington University at St. Louis, St. Louis, MO
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Stephenson KB, Agapova SE, Divala O, Kaimila Y, Maleta KM, Thakwalakwa C, Ordiz MI, Trehan I, Manary MJ. Complementary feeding with cowpea reduces growth faltering in rural Malawian infants: a blind, randomized controlled clinical trial. Am J Clin Nutr 2017; 106:1500-1507. [PMID: 29092882 PMCID: PMC6482976 DOI: 10.3945/ajcn.117.160986] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2017] [Accepted: 10/04/2017] [Indexed: 11/14/2022] Open
Abstract
Background: Growth faltering is common in rural African children and is attributed to inadequate dietary intake and environmental enteric dysfunction (EED).Objective: We tested the hypothesis that complementary feeding with cowpea or common bean flour would reduce growth faltering and EED in 6-mo-old rural Malawians compared with the control group receiving a corn-soy blend.Design: A prospective, double-blind, randomized controlled clinical trial was conducted in which children received daily feeding for 6 mo (200 kcal/d when 6-9 mo old and 300 kcal/d when 10-12 mo old). The primary outcomes were change in length-for-age z score (LAZ) and improvements in EED, as measured by percentage of lactulose excretion (%L). %L <0.2% was considered normal. Anthropometric measurements and %L through urine were compared between each legume group and the control group with Student's t test.Results: Of the 355 infants enrolled, 291 infants completed the trial, and 288 were breastfed throughout the duration of the study. Cowpea and common bean added 4.6-5.2 g protein/d and 4-5 g indigestible carbohydrate/d to the diet. LAZ and weight-for-height z score were reduced in all 3 groups from 6 to 12 mo of age. The changes in LAZ [mean (95% CI)] for the cowpea, common bean, and control groups from 6 to 9 mo were -0.14 (-0.24, -0.04), -0.27 (-0.38, -0.16), and -0.27 (-0.35, -0.19), respectively. LAZ was reduced less in infants receiving cowpea than in those receiving control food from 6 to 9 mo (P = 0.048). The absolute value of %L did not differ between the dietary groups at 9 mo of age (mean ± SD: 0.30 ± 0.43, 0.23 ± 0.21, and 0.26 ± 0.31 for cowpea, common bean, and control, respectively), nor did the change in %L from 6 to 9 mo.Conclusion: Addition of cowpea to complementary feeding in Malawian infants resulted in less linear growth faltering. This trial was registered at clinicaltrials.gov as NCT02472262.
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Affiliation(s)
| | | | - Oscar Divala
- School of Public Health and Family Medicine, University of Malawi, Blantyre, Malawi
| | - Yankho Kaimila
- School of Public Health and Family Medicine, University of Malawi, Blantyre, Malawi
| | - Kenneth M Maleta
- School of Public Health and Family Medicine, University of Malawi, Blantyre, Malawi
| | - Chrissie Thakwalakwa
- School of Public Health and Family Medicine, University of Malawi, Blantyre, Malawi
| | - M Isabel Ordiz
- Department of Pediatrics, Washington University, St. Louis, MO
| | - Indi Trehan
- Department of Pediatrics, Washington University, St. Louis, MO,Department of Paediatrics, College of Medicine, University of Malawi, Blantyre, Malawi
| | - Mark J Manary
- Department of Pediatrics, Washington University, St. Louis, MO; .,School of Public Health and Family Medicine and.,Children's Nutrition Research Center, Baylor College of Medicine, Houston, TX
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Semba RD, Trehan I, Li X, Moaddel R, Ordiz MI, Maleta KM, Kraemer K, Shardell M, Ferrucci L, Manary M. Environmental Enteric Dysfunction is Associated with Carnitine Deficiency and Altered Fatty Acid Oxidation. EBioMedicine 2017; 17:57-66. [PMID: 28122695 PMCID: PMC5360565 DOI: 10.1016/j.ebiom.2017.01.026] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2016] [Revised: 01/03/2017] [Accepted: 01/17/2017] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND Environmental enteric dysfunction (EED), a condition characterized by small intestine inflammation and abnormal gut permeability, is widespread in children in developing countries and a major cause of growth failure. The pathophysiology of EED remains poorly understood. METHODS We measured serum metabolites using liquid chromatography-tandem mass spectrometry in 400 children, aged 12-59months, from rural Malawi. Gut permeability was assessed by the dual-sugar absorption test. FINDINGS 80.7% of children had EED. Of 677 serum metabolites measured, 21 were negatively associated and 56 were positively associated with gut permeability, using a false discovery rate approach (q<0.05, p<0.0095). Increased gut permeability was associated with elevated acylcarnitines, deoxycarnitine, fatty acid β-oxidation intermediates, fatty acid ω-oxidation products, odd-chain fatty acids, trimethylamine-N-oxide, cystathionine, and homocitrulline, and with lower citrulline, ornithine, polyphenol metabolites, hippurate, tryptophan, and indolelactate. INTERPRETATION EED is a syndrome characterized by secondary carnitine deficiency, abnormal fatty acid oxidation, alterations in polyphenol and amino acid metabolites, and metabolic dysregulation of sulfur amino acids, tryptophan, and the urea cycle. Future studies are needed to corroborate the presence of secondary carnitine deficiency among children with EED and to understand how these metabolic derangements may negatively affect the growth and development of young children.
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Affiliation(s)
- Richard D Semba
- Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
| | - Indi Trehan
- Department of Pediatrics, Washington University at St. Louis, St. Louis, MO, USA
| | - Ximin Li
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Ruin Moaddel
- National Institute on Aging, National Institutes of Health, Baltimore, MD, USA
| | - M Isabel Ordiz
- Department of Pediatrics, Washington University at St. Louis, St. Louis, MO, USA
| | | | - Klaus Kraemer
- Sight and Life, Basel, Switzerland; Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Michelle Shardell
- National Institute on Aging, National Institutes of Health, Baltimore, MD, USA
| | - Luigi Ferrucci
- National Institute on Aging, National Institutes of Health, Baltimore, MD, USA
| | - Mark Manary
- Department of Pediatrics, Washington University at St. Louis, St. Louis, MO, USA
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10
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Ordiz MI, Stephenson K, Agapova S, Wylie KM, Maleta K, Martin J, Trehan I, Tarr PI, Manary MJ. Environmental Enteric Dysfunction and the Fecal Microbiota in Malawian Children. Am J Trop Med Hyg 2016; 96:473-476. [PMID: 27956653 DOI: 10.4269/ajtmh.16-0617] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2016] [Accepted: 10/23/2016] [Indexed: 01/18/2023] Open
Abstract
Environmental enteric dysfunction (EED) is often measured with a dual sugar absorption test and implicated as a causative factor in childhood stunting. Disturbances in the gut microbiota are hypothesized to be a mechanism by which EED is exacerbated, although this supposition lacks support. We performed 16S ribosomal RNA gene sequencing of fecal samples from 81 rural Malawian children with varying degrees of EED to determine which bacterial taxa were associated with EED. At the phyla level, Proteobacteria abundance is reduced with severe EED. Among bacterial genera, Megasphaera, Mitsuokella, and Sutterella were higher in EED and Succinivibrio, Klebsiella, and Clostridium_XI were lower in EED. Bacterial diversity did not vary with the extent of EED. Though EED is a condition that is typically believed to affect the proximal small bowel, and our focus was on stool, our data do suggest that there are intraluminal microbial differences that reflect, or plausibly lead to, EED.
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Affiliation(s)
- M Isabel Ordiz
- Department of Pediatrics, Washington University School of Medicine, St. Louis, Missouri
| | - Kevin Stephenson
- Department of Pediatrics, Washington University School of Medicine, St. Louis, Missouri
| | - Sophia Agapova
- Department of Pediatrics, Washington University School of Medicine, St. Louis, Missouri
| | - Kristine M Wylie
- Department of Pediatrics, Washington University School of Medicine, St. Louis, Missouri.,The McDonnell Genome Institute, Washington University School of Medicine, St. Louis, Missouri
| | - Ken Maleta
- Department of Community Health, College of Medicine, University of Malawi, Malawi, Africa
| | - John Martin
- The McDonnell Genome Institute, Washington University School of Medicine, St. Louis, Missouri
| | - Indi Trehan
- Department of Pediatrics, Washington University School of Medicine, St. Louis, Missouri.,College of Medicine, University of Malawi, Malawi, Africa
| | - Phillip I Tarr
- Department of Pediatrics, Washington University School of Medicine, St. Louis, Missouri
| | - Mark J Manary
- Department of Pediatrics, Washington University School of Medicine, St. Louis, Missouri. .,School of Public Health and Family Medicine, University of Malawi, Blantyre, Malawi.,United States Department of Agriculture/Agricultural Research Service Childrens Nutrition Research Center, Houston, Texas
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11
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Di Giovanni V, Bourdon C, Wang DX, Seshadri S, Senga E, Versloot CJ, Voskuijl W, Semba RD, Trehan I, Moaddel R, Ordiz MI, Zhang L, Parkinson J, Manary MJ, Bandsma RH. Metabolomic Changes in Serum of Children with Different Clinical Diagnoses of Malnutrition. J Nutr 2016; 146:2436-2444. [PMID: 27807038 PMCID: PMC5118769 DOI: 10.3945/jn.116.239145] [Citation(s) in RCA: 49] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2016] [Revised: 08/28/2016] [Accepted: 10/04/2016] [Indexed: 12/04/2022] Open
Abstract
Background: Mortality in children with severe acute malnutrition (SAM) remains high despite standardized rehabilitation protocols. Two forms of SAM are classically distinguished: kwashiorkor and marasmus. Children with kwashiorkor have nutritional edema and metabolic disturbances, including hypoalbuminemia and hepatic steatosis, whereas marasmus is characterized by severe wasting. The metabolic changes underlying these phenotypes have been poorly characterized, and whether homeostasis is achieved during hospital stay is unclear. Objectives: We aimed to characterize metabolic differences between children with marasmus and kwashiorkor at hospital admission and after clinical stabilization and to compare them with stunted and nonstunted community controls. Methods: We studied children aged 9–59 mo from Malawi who were hospitalized with SAM (n = 40; 21 with kwashiorkor and 19 with marasmus) or living in the community (n = 157; 78 stunted and 79 nonstunted). Serum from patients with SAM was obtained at hospital admission and 3 d after nutritional stabilization and from community controls. With the use of targeted metabolomics, 141 metabolites, including amino acids, biogenic amines, acylcarnitines, sphingomyelins, and phosphatidylcholines, were measured. Results: At admission, most metabolites (128 of 141; 91%) were lower in children with kwashiorkor than in those with marasmus, with significant differences in several amino acids and biogenic amines, including those of the kynurenine-tryptophan pathway. Several phosphatidylcholines and some acylcarnitines also differed. Patients with SAM had profiles that were profoundly different from those of stunted and nonstunted controls, even after clinical stabilization. Amino acids and biogenic amines generally improved with nutritional rehabilitation, but most sphingomyelins and phosphatidylcholines did not. Conclusions: Children with kwashiorkor were metabolically distinct from those with marasmus, and were more prone to severe metabolic disruptions. Children with SAM showed metabolic profiles that were profoundly different from stunted and nonstunted controls, even after clinical stabilization. Therefore, metabolic recovery in children with SAM likely extends beyond discharge, which may explain the poor long-term outcomes in these children. This trial was registered at isrctn.org as ISRCTN13916953.
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Affiliation(s)
| | | | | | | | | | | | - Wieger Voskuijl
- Department of Pediatrics and Child Health, and.,Global Child Health Group, Emma Children's Hospital, Academic Medical Centre, University of Amsterdam, Netherlands
| | - Richard D Semba
- Wilmer Eye Institute, John Hopkins University School of Medicine, Baltimore, MD
| | - Indi Trehan
- Department of Pediatrics and Child Health, and.,National Institute of Aging, NIH, Baltimore, MD
| | | | - M Isabel Ordiz
- Department of Pediatrics, Washington University in St. Louis, St. Louis, MO; and
| | - Ling Zhang
- Department of Physiology and Experimental Medicine
| | - John Parkinson
- Program in Molecular Structure and Function.,Department of Biochemistry and Department of Molecular Genetics, University of Toronto, Toronto, Canada
| | - Mark J Manary
- School of Public Health and Family Medicine, College of Medicine, University of Malawi, Blantyre, Malawi.,Department of Pediatrics, Washington University in St. Louis, St. Louis, MO; and
| | - Robert Hj Bandsma
- Department of Physiology and Experimental Medicine, .,Division of Gastroenterology, Hepatology and Nutrition, and.,Centre for Global Child Health, Hospital for Sick Children, Toronto, Canada.,Department of Biomedical Sciences
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12
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Semba RD, Trehan I, Gonzalez-Freire M, Kraemer K, Moaddel R, Ordiz MI, Ferrucci L, Manary MJ. Perspective: The Potential Role of Essential Amino Acids and the Mechanistic Target of Rapamycin Complex 1 (mTORC1) Pathway in the Pathogenesis of Child Stunting. Adv Nutr 2016; 7:853-65. [PMID: 27633102 PMCID: PMC5015042 DOI: 10.3945/an.116.013276] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
Stunting is the best summary measure of chronic malnutrition in children. Approximately one-quarter of children under age 5 worldwide are stunted. Lipid-based or micronutrient supplementation has little to no impact in reducing stunting, which suggests that other critical dietary nutrients are missing. A dietary pattern of poor-quality protein is associated with stunting. Stunted children have significantly lower circulating essential amino acids than do nonstunted children. Inadequate dietary intakes of essential amino acids could adversely affect growth, because amino acids are required for synthesis of proteins. The master growth regulation pathway, the mechanistic target of rapamycin complex 1 (mTORC1) pathway, is exquisitely sensitive to amino acid availability. mTORC1 integrates cues such as nutrients, growth factors, oxygen, and energy to regulate growth of bone, skeletal muscle, nervous system, gastrointestinal tract, hematopoietic cells, immune effector cells, organ size, and whole-body energy balance. mTORC1 represses protein and lipid synthesis and cell and organismal growth when amino acids are deficient. Over the past 4 decades, the main paradigm for child nutrition in developing countries has been micronutrient malnutrition, with relatively less attention paid to protein. In this Perspective, we present the view that essential amino acids and the mTORC1 pathway play a key role in child growth. The current assumption that total dietary protein intake is adequate for growth among most children in developing countries needs re-evaluation.
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Affiliation(s)
- Richard D Semba
- Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, MD;
| | - Indi Trehan
- Department of Pediatrics, Washington University in St. Louis, St. Louis, MO
| | | | - Klaus Kraemer
- Sight and Life, Basel, Switzerland; and Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | | | - M Isabel Ordiz
- Department of Pediatrics, Washington University in St. Louis, St. Louis, MO
| | | | - Mark J Manary
- Department of Pediatrics, Washington University in St. Louis, St. Louis, MO
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13
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Semba RD, Zhang P, Gonzalez-Freire M, Moaddel R, Trehan I, Maleta KM, Ordiz MI, Ferrucci L, Manary MJ. The association of serum choline with linear growth failure in young children from rural Malawi. Am J Clin Nutr 2016; 104:191-7. [PMID: 27281303 PMCID: PMC4919529 DOI: 10.3945/ajcn.115.129684] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2015] [Accepted: 05/04/2016] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Choline is an essential nutrient for cell structure, cell signaling, neurotransmission, lipid transport, and bone formation. Choline can be irreversibly converted to betaine, a major source of methyl groups. Trimethylene N-oxide (TMAO), a proatherogenic molecule, is produced from the metabolism of dietary choline by the gut microbiome. The relation between serum choline and its closely related metabolites with linear growth in children is unknown. OBJECTIVE The aim was to characterize the relation between serum choline and its closely related metabolites, betaine and TMAO, with linear growth and stunting in young children. DESIGN We measured serum choline, betaine, and TMAO concentrations by using liquid chromatography isotopic dilution tandem mass spectrometry in a cross-sectional study in 325 Malawian children, aged 12-59 mo, of whom 62% were stunted. RESULTS Median (25th, 75th percentile) serum choline, betaine, and TMAO concentrations were 6.4 (4.8, 8.3), 12.4 (9.1, 16.3), and 1.2 (0.7, 1.8) μmol/L, respectively. Spearman correlation coefficients of age with serum choline, betaine, and TMAO were -0.57 (P < 0.0001), -0.26 (P < 0.0001), and -0.10 (P = 0.07), respectively. Correlation coefficients of height-for-age z score with serum choline, betaine-to-choline ratio, and TMAO-to-choline ratio were 0.31 (P < 0.0001), -0.24 (P < 0.0001), and -0.29 (P < 0.0001), respectively. Serum choline concentrations were strongly and significantly associated with stunting. Children with and without stunting had median (25th, 75th percentile) serum choline concentrations of 5.6 (4.4, 7.4) and 7.3 (5.9, 9.1) μmol/L (P < 0.0001). CONCLUSIONS Linear growth failure in young children is associated with low serum choline and elevated betaine-to-choline and TMAO-to-choline ratios. Further work is needed to understand whether low dietary choline intake explains low circulating choline among stunted children living in low-income countries and whether increasing choline intake may correct choline deficiency and improve growth and development. This trial was registered in the ISRCTN registry (www.isrctn.com) as ISRCTN14597012.
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Affiliation(s)
- Richard D Semba
- Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, MD;
| | - Pingbo Zhang
- Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, MD
| | | | | | - Indi Trehan
- Department of Pediatrics, Washington University in St. Louis, St. Louis, MO; and Departments of Community Health and Pediatrics and Child Health, University of Malawi College of Medicine, Blantyre, Malawi
| | - Kenneth M Maleta
- Community Health and Pediatrics and Child Health, University of Malawi College of Medicine, Blantyre, Malawi
| | - M Isabel Ordiz
- Department of Pediatrics, Washington University in St. Louis, St. Louis, MO; and Departments of
| | | | - Mark J Manary
- Department of Pediatrics, Washington University in St. Louis, St. Louis, MO; and Departments of Community Health and Pediatrics and Child Health, University of Malawi College of Medicine, Blantyre, Malawi
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14
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Semba RD, Shardell M, Trehan I, Moaddel R, Maleta KM, Ordiz MI, Kraemer K, Khadeer M, Ferrucci L, Manary MJ. Metabolic alterations in children with environmental enteric dysfunction. Sci Rep 2016; 6:28009. [PMID: 27294788 PMCID: PMC4904796 DOI: 10.1038/srep28009] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2016] [Accepted: 05/27/2016] [Indexed: 01/28/2023] Open
Abstract
Environmental enteric dysfunction, an asymptomatic condition characterized by inflammation of the small bowel mucosa, villous atrophy, malabsorption, and increased intestinal permeability, is a major contributor to childhood stunting in low-income countries. Here we report the relationship of increased intestinal permeability with serum metabolites in 315 children without acute malnutrition, aged 12-59 months, in rural Malawi. Increased gut permeability was associated with significant differences in circulating metabolites that included lower serum phosphatidylcholines, sphingomyelins, tryptophan, ornithine, and citrulline, and elevated serum glutamate, taurine, and serotonin. Our findings suggest that environmental enteric dysfunction is characterized by alterations in important metabolites involved in growth and differentiation and gut function and integrity.
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Affiliation(s)
- Richard D Semba
- Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
| | - Michelle Shardell
- National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA
| | - Indi Trehan
- Department of Pediatrics, Washington University in St. Louis, St. Louis, MO 63110 USA.,School of Public Health and Family Medicine, University of Malawi College of Medicine, Blantyre, Malawi
| | - Ruin Moaddel
- National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA
| | - Kenneth M Maleta
- School of Public Health and Family Medicine, University of Malawi College of Medicine, Blantyre, Malawi
| | - M Isabel Ordiz
- Department of Pediatrics, Washington University in St. Louis, St. Louis, MO 63110 USA
| | - Klaus Kraemer
- Sight and Life,, CH-4002, Basel, Switzerland.,Johns Hopkins Bloomberg School of Public HealthBaltimore, MD 21205, USA
| | - Mohammed Khadeer
- National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA
| | - Luigi Ferrucci
- National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA
| | - Mark J Manary
- Department of Pediatrics, Washington University in St. Louis, St. Louis, MO 63110 USA.,School of Public Health and Family Medicine, University of Malawi College of Medicine, Blantyre, Malawi
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15
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Stauber J, Shaikh N, Ordiz MI, Tarr PI, Manary MJ. Droplet digital PCR quantifies host inflammatory transcripts in feces reliably and reproducibly. Cell Immunol 2016; 303:43-9. [PMID: 27063479 PMCID: PMC4863679 DOI: 10.1016/j.cellimm.2016.03.007] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2016] [Revised: 03/16/2016] [Accepted: 03/21/2016] [Indexed: 12/22/2022]
Abstract
Direct measurement of gut epithelial immunology is difficult. Fecal host transcript can measured using conservative transcript isolation and droplet digital PCR. A new method to non-invasively elucidate gut immunology is described.
The gut is the most extensive, interactive, and complex interface between the human host and the environment and therefore a critical site of immunological activity. Non-invasive methods to assess the host response in this organ are currently lacking. Feces are the available analyte which have been in proximity to the gut tissue. We applied a method of concentrating host transcripts from fecal specimens using a existing bead-based affinity separation method for nucleic acids and quantified transcripts using droplet digital PCR (ddPCR) to determine the copy numbers of a variety of key transcripts in the gut immune system. ddPCR compartmentalizes the reaction in a small aqueous droplet suspended in oil, and counts droplets as either fluorescent or non-fluorescent. Glyceraldehyde-3-phosphate dehydrogenase (GAPDH) was used to normalize transcript concentration. This method was applied to 799 fecal samples from rural Malawian children, and over 20,000 transcript concentrations were quantified. Host mRNA was detected in >99% samples, a threshold for target detection was established at an average expression of 0.02 copies target/GAPDH, above which correlation coefficient between duplicate measurements is >0.95. Quantities of transcript detected using ddPCR were greater than standard qPCR. Fecal sample preservation at the time of collection did not require immediate freezing or the addition of buffers or enzymes. Measurements of transcripts encoding immunoactive proteins correlated with a measure of gut inflammation in the study children, thereby substantiating their relevance. This method allows investigators to interrogate gene expression in the gut.
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Affiliation(s)
- Jennifer Stauber
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO 63110, United States
| | - Nurmohammad Shaikh
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO 63110, United States
| | - M Isabel Ordiz
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO 63110, United States
| | - Phillip I Tarr
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO 63110, United States
| | - Mark J Manary
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO 63110, United States.
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16
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Semba RD, Shardell M, Sakr Ashour FA, Moaddel R, Trehan I, Maleta KM, Ordiz MI, Kraemer K, Khadeer MA, Ferrucci L, Manary MJ. Child Stunting is Associated with Low Circulating Essential Amino Acids. EBioMedicine 2016; 6:246-252. [PMID: 27211567 PMCID: PMC4856740 DOI: 10.1016/j.ebiom.2016.02.030] [Citation(s) in RCA: 181] [Impact Index Per Article: 22.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2016] [Revised: 02/11/2016] [Accepted: 02/16/2016] [Indexed: 11/19/2022] Open
Abstract
Background Stunting affects about one-quarter of children under five worldwide. The pathogenesis of stunting is poorly understood. Nutritional interventions have had only modest effects in reducing stunting. We hypothesized that insufficiency in essential amino acids may be limiting the linear growth of children. Methods We used a targeted metabolomics approach to measure serum amino acids, glycerophospholipids, sphingolipids, and other metabolites using liquid chromatography-tandem mass spectrometry in 313 children, aged 12–59 months, from rural Malawi. Children underwent anthropometry. Findings Sixty-two percent of the children were stunted. Children with stunting had lower serum concentrations of all nine essential amino acids (tryptophan, isoleucine, leucine, valine, methionine, threonine, histidine, phenylalanine, lysine) compared with nonstunted children (p < 0.01). In addition, stunted children had significantly lower serum concentrations of conditionally essential amino acids (arginine, glycine, glutamine), non-essential amino acids (asparagine, glutamate, serine), and six different sphingolipids compared with nonstunted children. Stunting was also associated with alterations in serum glycerophospholipid concentrations. Interpretation Our findings support the idea that children with a high risk of stunting may not be receiving an adequate dietary intake of essential amino acids and choline, an essential nutrient for the synthesis of sphingolipids and glycerophospholipids. We used metabolomics and mass spectrometry to gain insight into nutrition of stunted children. Stunted children in rural Africa had low circulating levels of essential amino acids. Children at risk of stunting may not have an adequate dietary intake of essential amino acids.
Worldwide, one-quarter of children under five years are short for their age (stunted), indicative of chronic malnutrition. Lipid-based nutrient supplements containing micronutrients have little to no effect in reducing child stunting. We examined the relationship between circulating metabolites with stunting in young children in Africa. Stunted children had lower serum levels of all nine essential amino acids compared with non-stunted children. These results challenge the widespread assumption that protein intake is adequate among young children in developing countries. The findings support the idea that children at high risk of stunting are not receiving adequate dietary intake of essential amino acids.
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Affiliation(s)
- Richard D Semba
- Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
| | - Michelle Shardell
- National Institute on Aging, National Institutes of Health, Baltimore, MD, USA
| | - Fayrouz A Sakr Ashour
- Department of Nutrition & Food Science, College of Agriculture and Natural Resources, University of Maryland, College Park, MD, USA
| | - Ruin Moaddel
- National Institute on Aging, National Institutes of Health, Baltimore, MD, USA
| | - Indi Trehan
- Department of Pediatrics, Washington University in St. Louis, St. Louis, MO, USA; School of Public Health and Family Medicine, University of Malawi College of Medicine, Blantyre, Malawi
| | - Kenneth M Maleta
- School of Public Health and Family Medicine, University of Malawi College of Medicine, Blantyre, Malawi
| | - M Isabel Ordiz
- Department of Pediatrics, Washington University in St. Louis, St. Louis, MO, USA
| | - Klaus Kraemer
- Sight and Life, Basel, Switzerland; Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Mohammed A Khadeer
- National Institute on Aging, National Institutes of Health, Baltimore, MD, USA
| | - Luigi Ferrucci
- National Institute on Aging, National Institutes of Health, Baltimore, MD, USA
| | - Mark J Manary
- Department of Pediatrics, Washington University in St. Louis, St. Louis, MO, USA; School of Public Health and Family Medicine, University of Malawi College of Medicine, Blantyre, Malawi
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17
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Yu J, Ordiz MI, Stauber J, Shaikh N, Trehan I, Barnell E, Head RD, Maleta K, Tarr PI, Manary MJ. Environmental Enteric Dysfunction Includes a Broad Spectrum of Inflammatory Responses and Epithelial Repair Processes. Cell Mol Gastroenterol Hepatol 2015; 2:158-174.e1. [PMID: 26973864 PMCID: PMC4769221 DOI: 10.1016/j.jcmgh.2015.12.002] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2015] [Accepted: 12/03/2015] [Indexed: 12/13/2022]
Abstract
BACKGROUND & AIMS Environmental enteric dysfunction (EED), a chronic diffuse inflammation of the small intestine, is associated with stunting in children in the developing world. The pathobiology of EED is poorly understood because of the lack of a method to elucidate the host response. This study tested a novel microarray method to overcome limitation of RNA sequencing to interrogate the host transcriptome in feces in Malawian children with EED. METHODS In 259 children, EED was measured by lactulose permeability (%L). After isolating low copy numbers of host messenger RNA, the transcriptome was reliably and reproducibly profiled, validated by polymerase chain reaction. Messenger RNA copy number then was correlated with %L and differential expression in EED. The transcripts identified were mapped to biological pathways and processes. The children studied had a range of %L values, consistent with a spectrum of EED from none to severe. RESULTS We identified 12 transcripts associated with the severity of EED, including chemokines that stimulate T-cell proliferation, Fc fragments of multiple immunoglobulin families, interferon-induced proteins, activators of neutrophils and B cells, and mediators that dampen cellular responses to hormones. EED-associated transcripts mapped to pathways related to cell adhesion, and responses to a broad spectrum of viral, bacterial, and parasitic microbes. Several mucins, regulatory factors, and protein kinases associated with the maintenance of the mucous layer were expressed less in children with EED than in normal children. CONCLUSIONS EED represents the activation of diverse elements of the immune system and is associated with widespread intestinal barrier disruption. Differentially expressed transcripts, appropriately enumerated, should be explored as potential biomarkers.
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Key Words
- %L, lactulose permeability
- EED, environmental enteric dysfunction
- Environmental Enteropathy
- FARMS, factor analyses for robust microarray summarization
- Fecal Transcriptome
- G-CSF, granulocyte colony–stimulating factor
- HAZ, height-for-age z score
- IRON, iterative rank order normalization
- Intestinal Inflammation
- KEGG, Kyoto Encyclopedia of Genes and Genomes
- RMA, robust multi-array average
- Stunting
- dHAZ, change in height-for-age z score
- mRNA, messenger RNA
- qPCR, quantitative polymerase chain reaction
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Affiliation(s)
- Jinsheng Yu
- Genome Technology Access Center, Department of Genetics, Washington University School of Medicine, St. Louis, Missouri
| | - M. Isabel Ordiz
- Department of Pediatrics, Washington University School of Medicine, St. Louis, Missouri
| | - Jennifer Stauber
- Department of Pediatrics, Washington University School of Medicine, St. Louis, Missouri
| | - Nurmohammad Shaikh
- Department of Pediatrics, Washington University School of Medicine, St. Louis, Missouri
| | - Indi Trehan
- Department of Pediatrics, Washington University School of Medicine, St. Louis, Missouri
| | - Erica Barnell
- Department of Pediatrics, Washington University School of Medicine, St. Louis, Missouri
| | - Richard D. Head
- Genome Technology Access Center, Department of Genetics, Washington University School of Medicine, St. Louis, Missouri
| | - Ken Maleta
- Department of Community Health, College of Medicine, Blantyre, Malawi
| | - Phillip I. Tarr
- Department of Pediatrics, Washington University School of Medicine, St. Louis, Missouri
| | - Mark J. Manary
- Department of Pediatrics, Washington University School of Medicine, St. Louis, Missouri,Department of Community Health, College of Medicine, Blantyre, Malawi,Children’s Nutrition Research Center, Baylor College of Medicine, Houston, Texas,Correspondence Address correspondence to: Mark J. Manary, MD, Department of Pediatrics, Washington University School of Medicine, One Children's Place, St. Louis Children's Hospital St. Louis, Missouri 63110. fax: (314) 454-4345.Department of PediatricsWashington University School of MedicineSt. LouisMissouri 63110
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Ordiz MI, May TD, Mihindukulasuriya K, Martin J, Crowley J, Tarr PI, Ryan K, Mortimer E, Gopalsamy G, Maleta K, Mitreva M, Young G, Manary MJ. The effect of dietary resistant starch type 2 on the microbiota and markers of gut inflammation in rural Malawi children. Microbiome 2015; 3:37. [PMID: 26334878 PMCID: PMC4558878 DOI: 10.1186/s40168-015-0102-9] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/08/2015] [Accepted: 08/12/2015] [Indexed: 05/11/2023]
Abstract
BACKGROUND Resistant starch (RS) decreases intestinal inflammation in some settings. We tested the hypothesis that gut inflammation will be reduced with dietary supplementation with RS in rural Malawian children. Eighteen stunted 3-5-year-old children were supplemented with 8.5 g/day of RS type 2 for 4 weeks. The fecal samples were analyzed for the microbiota, the microbiome, short chain fatty acids, metabolome, and proteins indicative of inflammation before and after the intervention. Subjects served as their own controls. RESULTS The consumption of RS changed the composition of the microbiota; at the phylum level Actinobacteria increased, while Firmicutes decreased. Among the most prevalent genera, Lactobacillus was increased and Roseburia, Blautia, and Lachnospiracea incertae sedis were decreased. The Shannon H index at the genus level decreased from 2.02 on the habitual diet and 1.76 after the introduction of RS (P < 0.01). Fecal acetate concentration decreased, and fecal propionate concentration increased after RS administration (-5.2 and 2.0 μmol/g, respectively). Fecal calprotectin increased from 29 ± 69 to 89 ± 49 μg/g (P = 0.003) after RS was given. The lipopolysaccharide biosynthesis pathway was upregulated. CONCLUSIONS Our findings do not support the hypothesis that RS reduces gut inflammation in rural Malawian children.
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Affiliation(s)
- M Isabel Ordiz
- Department of Pediatrics, Washington University, St. Louis, MO, 63110, USA
| | - Thaddaeus D May
- Department of Pediatrics, Baylor College of Medicine, Houston, TX, 77030, USA
| | | | - John Martin
- The Genome Institute, Washington University, St. Louis, MO, 63110, USA
| | - Jan Crowley
- NIH/NIGMS Biomedical Mass Spectrometry, Washington University, St. Louis, MO, 63110, USA
| | - Phillip I Tarr
- Department of Pediatrics, Washington University, St. Louis, MO, 63110, USA
| | - Kelsey Ryan
- Department of Pediatrics, Washington University, St. Louis, MO, 63110, USA
| | - Elissa Mortimer
- Flinders Centre for Innovation in Cancer, Adelaide, Australia
| | | | - Ken Maleta
- Department of Community Health, College of Medicine, Blantyre, Malawi
| | - Makedonka Mitreva
- The Genome Institute, Washington University, St. Louis, MO, 63110, USA
- Department of Medicine, Washington University, St. Louis, MO, 63110, USA
| | - Graeme Young
- Flinders Centre for Innovation in Cancer, Adelaide, Australia
| | - Mark J Manary
- Department of Pediatrics, Washington University, St. Louis, MO, 63110, USA.
- Department of Pediatrics, Baylor College of Medicine, Houston, TX, 77030, USA.
- Department of Community Health, College of Medicine, Blantyre, Malawi.
- Washington University, School of Medicine, St. Louis, MO, 63110, USA.
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Ordiz MI, Ryan KN, Cimo ED, Stoner ME, Loehnig ME, Manary MJ. Effect of emulsifier and viscosity on oil separation in ready-to-use therapeutic food. Int J Food Sci Nutr 2015; 66:642-8. [PMID: 26299733 DOI: 10.3109/09637486.2015.1077784] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Oil separation is a common food quality problem in ready-to-use therapeutic food (RUTF), the shelf-stable, peanut-based food used to treat severe acute malnutrition in home settings. Our objective was to evaluate the effect on oil separation of three emulsifiers at different concentrations in RUTF. We also assessed two viscosity measurements. A scale-up experiment was carried out during full-scale RUTF production in Malawi. Results indicate that viscosity is inversely correlated with oil separation, and that the Bostwick consistometer is a simple, useful tool to predict viscosity. Oil separation in RUTF may be mitigated by use of an emulsifier, which increases the viscosity of the product. The emulsifier that reduced oil separation to the greatest extent was a mixture of high and low monoacylglycerol (MAG) emulsifiers. Proper raw material quality control to achieve consistent ingredient fat level and fat type, and production temperature and shearing control should be a focus in RUTF manufacturing.
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Affiliation(s)
- M Isabel Ordiz
- a Department of Pediatrics , Washington University , St. Louis , MO , USA
| | - Kelsey N Ryan
- a Department of Pediatrics , Washington University , St. Louis , MO , USA
| | - Elizabeth D Cimo
- a Department of Pediatrics , Washington University , St. Louis , MO , USA
| | | | | | - Mark J Manary
- a Department of Pediatrics , Washington University , St. Louis , MO , USA .,b Project Peanut Butter , Lunzu , Malawi .,c Department of Pediatrics , Baylor College of Medicine , Houston , TX , USA , and.,d Department of Community Health , College of Medicine , Blantyre , Malawi
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May T, Westcott C, Thakwalakwa C, Ordiz MI, Maleta K, Westcott J, Ryan K, Hambidge KM, Miller LV, Young G, Mortimer E, Manary MJ, Krebs NF. Resistant starch does not affect zinc homeostasis in rural Malawian children. J Trace Elem Med Biol 2015; 30:43-48. [PMID: 25744509 PMCID: PMC4494741 DOI: 10.1016/j.jtemb.2015.01.005] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/05/2014] [Revised: 01/08/2015] [Accepted: 01/14/2015] [Indexed: 10/24/2022]
Abstract
OBJECTIVE This study tested the hypothesis that Malawian children at risk for zinc deficiency will have reduced endogenous fecal zinc (EFZ) and increased net absorbed zinc (NAZ) following the addition of high amylose maize resistant starch (RS) to their diet. METHODS This was a small controlled clinical trial to determine the effects of added dietary RS on zinc homeostasis among 17 stunted children, aged 3-5 years consuming a plant-based diet and at risk for perturbed zinc homeostasis. Dual zinc stable isotope studies were performed before and after 28 d of intervention with RS, so that each child served as their own control. The RS was incorporated into fried wheat flour dough and given under direct observation twice daily for 28 d. Changes in zinc homeostatic measures were compared using paired Student's t-tests and linear regression analysis. RESULTS Children had a mean height-for-age Z-score of -3.3, and consumed animal source foods ≤twice per month. Their habitual diet contained a phytate:zinc molar ratio of 34:1. Children avidly consumed the RS without complaints. EFZ was 0.8±0.4mg/d (mean±SD) both before and after the intervention. Fractional absorption of zinc was 0.38±0.08 and 0.35±0.06 before and after the RS intervention respectively. NAZ was 1.1±0.5 and 0.6±0.7 before and after the RS intervention. This reduction of NAZ corresponded with diminished dietary zinc intake on the study day following intervention with RS. Regression analysis indicated no change in zinc absorption relative to dietary intake as a result of the RS intervention. CONCLUSION Consumption of RS did not improve zinc homeostasis in rural African children without zinc deficiency. RS was well tolerated in this setting.
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Affiliation(s)
- Thaddaeus May
- Department of Pediatrics, Baylor College of Medicine, Houston, TX 77030, United States
| | - Claire Westcott
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO 80045, United States
| | - Chrissie Thakwalakwa
- Community Health Department, College of Medicine, University of Malawi, Blantyre, Malawi
| | - M. Isabel Ordiz
- Department of Pediatrics, Washington University in St. Louis, St. Louis, MO 63130, United States
| | - Ken Maleta
- Community Health Department, College of Medicine, University of Malawi, Blantyre, Malawi
| | - Jamie Westcott
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO 80045, United States
| | - Kelsey Ryan
- Department of Pediatrics, Washington University in St. Louis, St. Louis, MO 63130, United States
| | - K. Michael Hambidge
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO 80045, United States
| | - Leland V. Miller
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO 80045, United States
| | | | | | - Mark J. Manary
- Department of Pediatrics, Baylor College of Medicine, Houston, TX 77030, United States
- Community Health Department, College of Medicine, University of Malawi, Blantyre, Malawi
- Department of Pediatrics, Washington University in St. Louis, St. Louis, MO 63130, United States
- Corresponding author at: Department of Pediatrics, St. Louis Children's Hospital, One Children's Place, St. Louis, MO 63110, United States. Tel.: +1 3144542178. (T. May)
| | - Nancy F. Krebs
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO 80045, United States
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Ryan KN, Adams KP, Vosti SA, Ordiz MI, Cimo ED, Manary MJ. A comprehensive linear programming tool to optimize formulations of ready-to-use therapeutic foods: an application to Ethiopia. Am J Clin Nutr 2014; 100:1551-8. [PMID: 25411290 DOI: 10.3945/ajcn.114.090670] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Ready-to-use therapeutic food (RUTF) is the standard of care for children suffering from noncomplicated severe acute malnutrition (SAM). OBJECTIVE The objective was to develop a comprehensive linear programming (LP) tool to create novel RUTF formulations for Ethiopia. DESIGN A systematic approach that surveyed international and national crop and animal food databases was used to create a global and local candidate ingredient database. The database included information about each ingredient regarding nutrient composition, ingredient category, regional availability, and food safety, processing, and price. An LP tool was then designed to compose novel RUTF formulations. For the example case of Ethiopia, the objective was to minimize the ingredient cost of RUTF; the decision variables were ingredient weights and the extent of use of locally available ingredients, and the constraints were nutritional and product-quality related. RESULTS Of the new RUTF formulations found by the LP tool for Ethiopia, 32 were predicted to be feasible for creating a paste, and these were prepared in the laboratory. Palatable final formulations contained a variety of ingredients, including fish, different dairy powders, and various seeds, grains, and legumes. Nearly all of the macronutrient values calculated by the LP tool differed by <10% from results produced by laboratory analyses, but the LP tool consistently underestimated total energy. CONCLUSIONS The LP tool can be used to develop new RUTF formulations that make more use of locally available ingredients. This tool has the potential to lead to production of a variety of low-cost RUTF formulations that meet international standards and thereby potentially allow more children to be treated for SAM.
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Affiliation(s)
- Kelsey N Ryan
- From the Department of Pediatrics, Washington University School of Medicine, St. Louis, MO (KNR, MIO, EDC, and MJM), and the Department of Agricultural and Resource Economics, University of California, Davis, Davis, CA (KPA and SAV)
| | - Katherine P Adams
- From the Department of Pediatrics, Washington University School of Medicine, St. Louis, MO (KNR, MIO, EDC, and MJM), and the Department of Agricultural and Resource Economics, University of California, Davis, Davis, CA (KPA and SAV)
| | - Stephen A Vosti
- From the Department of Pediatrics, Washington University School of Medicine, St. Louis, MO (KNR, MIO, EDC, and MJM), and the Department of Agricultural and Resource Economics, University of California, Davis, Davis, CA (KPA and SAV)
| | - M Isabel Ordiz
- From the Department of Pediatrics, Washington University School of Medicine, St. Louis, MO (KNR, MIO, EDC, and MJM), and the Department of Agricultural and Resource Economics, University of California, Davis, Davis, CA (KPA and SAV)
| | - Elizabeth D Cimo
- From the Department of Pediatrics, Washington University School of Medicine, St. Louis, MO (KNR, MIO, EDC, and MJM), and the Department of Agricultural and Resource Economics, University of California, Davis, Davis, CA (KPA and SAV)
| | - Mark J Manary
- From the Department of Pediatrics, Washington University School of Medicine, St. Louis, MO (KNR, MIO, EDC, and MJM), and the Department of Agricultural and Resource Economics, University of California, Davis, Davis, CA (KPA and SAV)
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Yang J, Isabel Ordiz M, Jaworski JG, Beachy RN. Induced accumulation of cuticular waxes enhances drought tolerance in Arabidopsis by changes in development of stomata. Plant Physiol Biochem 2011; 49:1448-55. [PMID: 22078383 DOI: 10.1016/j.plaphy.2011.09.006] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/31/2011] [Accepted: 09/07/2011] [Indexed: 05/19/2023]
Abstract
Cuticular waxes are involved in the regulation of the exchange of gases and water in plants and can impact tolerance to drought. However, the molecular mechanisms of the relationship between wax accumulation and drought tolerance are largely unknown. We applied the methoxyfenozide gene switching system to regulate expression of the WIN1/SHN1 gene (WAX INDUCER 1/SHINE1; At1G15360), a transcriptional activator, to regulate production of cuticular waxes and cutin and followed changes of gene expression, metabolites, and drought tolerance. Treatment with the inducer resulted in expression of the target gene and specific downstream genes, and gradually increased cuticular waxes. Induction of cuticular wax conferred tolerance to drought and recovery from drought, and was correlated with reduced numbers of stomata. Quantitative RT-PCR assays using RNAs from transgenic plants revealed that when expression of the WIN1/SHN1 gene was induced there was increased expression of genes involved in wax development, and reduced expression of selected genes, including SPCH (At5g53210); MUTE (At3g06120); and FAMA (At3g241400); and YODA (At1g63700), each of which is involved in stomatal development. These studies suggest that drought tolerance caused by the induction of WIN1/SHIN gene may be due to reduced numbers of stomata as well as to cuticular wax accumulation.
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Affiliation(s)
- Jaemo Yang
- Donald Danforth Plant Science Center, 975 North Warson Road, St. Louis, MO 63132, USA
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Martínez-Andújar C, Ordiz MI, Huang Z, Nonogaki M, Beachy RN, Nonogaki H. Induction of 9-cis-epoxycarotenoid dioxygenase in Arabidopsis thaliana seeds enhances seed dormancy. Proc Natl Acad Sci U S A 2011. [PMID: 21969557 DOI: 10.2307/41321860] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/16/2023] Open
Abstract
Full understanding of mechanisms that control seed dormancy and germination remains elusive. Whereas it has been proposed that translational control plays a predominant role in germination, other studies suggest the importance of specific gene expression patterns in imbibed seeds. Transgenic plants were developed to permit conditional expression of a gene encoding 9-cis-epoxycarotenoid dioxygenase 6 (NCED6), a rate-limiting enzyme in abscisic acid (ABA) biosynthesis, using the ecdysone receptor-based plant gene switch system and the ligand methoxyfenozide. Induction of NCED6 during imbibition increased ABA levels more than 20-fold and was sufficient to prevent seed germination. Germination suppression was prevented by fluridone, an inhibitor of ABA biosynthesis. In another study, induction of the NCED6 gene in transgenic seeds of nondormant mutants tt3 and tt4 reestablished seed dormancy. Furthermore, inducing expression of NCED6 during seed development suppressed vivipary, precocious germination of developing seeds. These results indicate that expression of a hormone metabolism gene in seeds can be a sole determinant of dormancy. This study opens the possibility of developing a robust technology to suppress or promote seed germination through engineering pathways of hormone metabolism.
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Abstract
Rice transcription factor RF2a binds to the BoxII cis element of the promoter of rice tungro bacilliform virus and activates promoter expression. The acidic acid-rich domain of RF2a is a transcription activator and has been partially characterized (Dai et al., 2003). The RF2a acidic domain (A; amino acids 49-116) was fused with the synthetic zinc finger ZF-TF 2C7 and was co-introduced with a reporter gene into transgenic Arabidopsis plants. Expression of the reporter gene was increased up to seven times by the effector. In transient assays in tobacco BY-2 protoplasts, we identified a subdomain comprising amino acids 56-84 (A5) that was equally as effective as an activator as the entire acidic domain. A chemically inducible system was used to show determined that A and A5 domains are equally as effective in transcription activation as the well-characterized VP16 activation domain. Bioinformatics analyses revealed that the A5 domain is present only in b-ZIP transcription factors. In dicots, the A domain contains an insertion of four amino acids that is not present in monocot proteins. The A5 domain, and similar domains in other b-ZIP transcription factors, is predicted to form an anti-parallel beta sheet structure.
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Affiliation(s)
- M Isabel Ordiz
- Donald Danforth Plant Science Center, St Louis, MO 63132, USA
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Ordiz MI, Magnenat L, Barbas CF, Beachy RN. Negative regulation of the RTBV promoter by designed zinc finger proteins. Plant Mol Biol 2010; 72:621-630. [PMID: 20169401 DOI: 10.1007/s11103-010-9600-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/02/2009] [Accepted: 01/08/2010] [Indexed: 05/28/2023]
Abstract
The symptoms of rice tungro disease are caused by infection by a DNA-containing virus, rice tungro bacilliform virus (RTBV). To reduce expression of the RTBV promoter, and to ultimately reduce virus replication, we tested three synthetic zinc finger protein transcription factors (ZF-TFs), each comprised of six finger domains, designed to bind to sequences between -58 and +50 of the promoter. Two of these ZF-TFs reduced expression from the promoter in transient assays and in transgenic Arabidopsis thaliana plants. One of the ZF-TFs had significant effects on plant regeneration, apparently as a consequence of binding to multiple sites in the A. thaliana genome. Expression from the RTBV promoter was reduced by approximately 45% in transient assays and was reduced by up to 80% in transgenic plants. Co-expression of two different ZF-TFs did not further reduce expression of the promoter. These experiments suggest that ZF-TFs may be used to reduce replication of RTBV and thereby offer a potential method for control of an important crop disease.
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Affiliation(s)
- M Isabel Ordiz
- Donald Danforth Plant Science Center, 975 N. Warson Road, St. Louis, MO 63132, USA
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Ordiz MI, Barbas CF, Beachy RN. Regulation of transgene expression in plants with polydactyl zinc finger transcription factors. Proc Natl Acad Sci U S A 2002; 99:13290-5. [PMID: 12271138 PMCID: PMC130626 DOI: 10.1073/pnas.202471899] [Citation(s) in RCA: 46] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/06/2002] [Indexed: 11/18/2022] Open
Abstract
Designer zinc finger transcription factors (TFs(ZF)) have been developed to control the expression of transgenes and endogenous genes in mammalian cells. Application of TFs(ZF) technology in plants would enable a wide range of both basic and applied studies. In this paper, we report the use of TFs(ZF) to target a defined 18-bp DNA sequence to control gene expression in plant cells and in transgenic plants. A beta-glucuronidase reporter gene was activated by using the designed six-zinc finger protein 2C7 expressed as a fusion with the herpes simplex virus VP16 transcription factor activation domain. Reporter gene expression was activated 5- to 30-fold by using TFs(ZF) in BY-2 protoplasts, whereas expression was increased as much as 450 times in transgenic tobacco plants. Use of a phloem-specific promoter to drive expression of the TFs(ZF) resulted in activation of the reporter gene in vascular tissues. Transgenic tobacco plants that produce 2C7 transcription factors were phenotypically normal through two generations, suggesting that the factors exerted no adverse effects. This study demonstrates the utility of zinc finger technology in plants, setting the stage for its application in basic and applied agricultural biotechnology.
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Affiliation(s)
- M Isabel Ordiz
- Donald Danforth Plant Science Center, 975 North Warson Road, St. Louis, MO 63132, USA
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