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Wasserfurth P, Huelsemann F, Koehler K. Changes in urinary stable nitrogen isotope ratios during controlled short-term energy deficit: a proof-of-principle analysis. Eur J Nutr 2024; 63:919-926. [PMID: 38243136 PMCID: PMC10948555 DOI: 10.1007/s00394-023-03320-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Accepted: 12/29/2023] [Indexed: 01/21/2024]
Abstract
PURPOSE Stable isotope ratios of nitrogen (δ15N) have previously been shown to increase in human hair during periods of catabolism. The goal of this study was to assess changes in δ15N in urinary urea (δ15Nurea) and Δ15N during a short-term controlled energy deficit. METHODS We analyzed samples from 6 recreationally active men (25 ± 1 years, BMI: 23.5 ± 0.6 kg/m2) who participated in a repeated measures cross-over study involving 4 days of energy deficit (ED, ~ 15 kcal/kg FFM) without and with exercise (ED-EX, ED + EX) and control conditions in energy balance (CON-EX, CON + EX). δ15Nurea was analyzed from urine samples, and Δ15N was calculated as δ15Nurea-δ15Ndiet, with δ15Ndiet obtained from diet prescriptions. RESULTS δ15Nurea was significantly elevated in ED-EX (4.4 ± 0.2‰) when compared to CON-EX (3.7 ± 0.1‰; p = 0.026) and CON + EX (3.34 ± 0.13‰, p = 0.001). As a consequence, Δ15N was positive in ED-EX (0.2 ± 0.2‰) and remained negative in ED + EX (- 0.6 ± 0.5‰), CON-EX (- 1.0 ± 0.2) and CON + EX (- 1.1 ± 0.2). Differences in Δ15N were significant between ED-EX and CON-EX (p = 0.005) and ED-EX and CON + EX (p = 0.006). CONCLUSION Our results suggest that δ15Nurea and subsequently Δ15N are responsive to a short-term energy deficit, likely due to increased amino acid oxidation to meet energy demands and preferable elimination of 14N.
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Affiliation(s)
- Paulina Wasserfurth
- Department of Health and Sport Sciences, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany
| | - Frank Huelsemann
- Institute of Biochemistry, German Sport University, Cologne, Germany
| | - Karsten Koehler
- Department of Health and Sport Sciences, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany.
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Obertová Z, Skrzypek G, Danišík M, Rankenburg K, Cummaudo M, Olivieri L, Mazzarelli D, Cappella A, Evans N, Ubelaker D, Cattaneo C. Stable Isotope Provenance of Unidentified Deceased Migrants-A Pilot Study. BIOLOGY 2023; 12:1371. [PMID: 37997970 PMCID: PMC10669205 DOI: 10.3390/biology12111371] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Revised: 10/16/2023] [Accepted: 10/25/2023] [Indexed: 11/25/2023]
Abstract
In the global migration crisis, one of the challenges in the effort to identify deceased migrants is establishing their region of origin, which facilitates the search for ante mortem data to be compared with the post mortem information. This pilot study explores the potential of using stable isotope analysis to distinguish between individuals coming from West Africa and the Horn of Africa. Six individuals (four of known origin and two of unknown origin) were sampled. δ13CVPDB(keratin), δ15NVPDB(keratin) and δ18OVSMOW(keratin) of hair were analysed using Elemental Analyzers coupled with Isotope Ratio Mass Spectrometry (IRMS). δ18OVSMOW(carbonate) and δ13CVPDB(carbonate) of bone were analysed using GasBench II with IRMS, while 87Sr/86Sr composition was determined in bone and dental enamel using laser ablation multi-collector inductively coupled plasma mass spectrometry. The stable isotope compositions of the individual from the Horn of Africa differed from the other individuals. The differences found between 87Sr/86Sr of enamel and bone and between δ18O and δ13C in bone and hair reflect changes in sources of food and water in accordance with regionally typical migration journeys. The analysis of multiple stable isotopes delivered promising results, allowing us to narrow down the region of origin of deceased migrants and corroborate the information about the migration journey.
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Affiliation(s)
- Zuzana Obertová
- Department of Biomedical and Health Sciences, University of Milan, 20133 Milan, Italy
- Centre for Forensic Anthropology, School of Social Sciences, The University of Western Australia, Crawley 6009, Australia
| | - Grzegorz Skrzypek
- West Australian Biogeochemistry Centre, School of Biological Sciences, The University of Western Australia, Crawley 6009, Australia
| | - Martin Danišík
- School of Earth and Planetary Sciences, Curtin University, Bentley 6102, Australia
| | - Kai Rankenburg
- School of Earth and Planetary Sciences, Curtin University, Bentley 6102, Australia
| | - Marco Cummaudo
- Department of Biomedical and Health Sciences, University of Milan, 20133 Milan, Italy
| | - Lara Olivieri
- Department of Biomedical and Health Sciences, University of Milan, 20133 Milan, Italy
| | - Debora Mazzarelli
- Department of Biomedical and Health Sciences, University of Milan, 20133 Milan, Italy
| | - Annalisa Cappella
- Department of Biomedical and Health Sciences, University of Milan, 20133 Milan, Italy
| | - Noreen Evans
- School of Earth and Planetary Sciences, Curtin University, Bentley 6102, Australia
| | - Douglas Ubelaker
- Anthropology, Smithsonian Institution, National Museum of Natural History, Washington, DC 20560, USA
| | - Cristina Cattaneo
- Department of Biomedical and Health Sciences, University of Milan, 20133 Milan, Italy
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Castells Navarro L, Buckberry J, Beaumont J. An isotope signature for diffuse idiopathic skeletal hyperostosis? AMERICAN JOURNAL OF BIOLOGICAL ANTHROPOLOGY 2022; 178:312-327. [PMID: 36790671 PMCID: PMC9313887 DOI: 10.1002/ajpa.24497] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/16/2021] [Revised: 12/09/2021] [Accepted: 01/19/2022] [Indexed: 11/22/2022]
Abstract
OBJECTIVES Diffuse idiopathic skeletal hyperostosis (DISH) has recurrently been associated with a rich diet (high in protein and higher trophic level foods); however, very few studies have investigated this link using carbon and nitrogen (δ13C and δ15N) stable isotope analysis. This paper explores the relationship between DISH and diet in two Roman urban communities by analyzing individuals with and without DISH. MATERIALS AND METHODS δ13C and δ15N analysis carried out on collagen from 33 rib samples (No DISH: 27; early DISH: 4; DISH: 2) selected from individuals buried at the Romano-British site of Baldock (UK), 41 rib samples (No DISH: 38; early DISH: 3) from individuals from the Catalan Roman site of Santa Caterina (Barcelona, Spain). Additionally, six faunal samples from Baldock and seven from Santa Caterina were analyzed. RESULTS Standardized human isotope data from Santa Caterina show high δ15N probably associated to a diet combining terrestrial resources and freshwater fish. In contrast, isotope results from Baldock suggest a terrestrial-based diet. Individuals with DISH do not show isotopic ratios indicative of rich diet and there is no correlation between stage of DISH development and δ13C and δ15N. CONCLUSION The results of this study suggest that individuals with DISH followed a similar or isotopically similar diet as those individuals without DISH in Baldock and in Santa Caterina and therefore, while DISH may have been influenced by individual's dietary habits, this is not reflected in their isotopic signature.
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Affiliation(s)
- Laura Castells Navarro
- Department of ArchaeologyUniversity of ExeterExeterUK
- School of Archaeological and Forensic SciencesUniversity of BradfordBradfordUK
| | - Jo Buckberry
- School of Archaeological and Forensic SciencesUniversity of BradfordBradfordUK
| | - Julia Beaumont
- School of Archaeological and Forensic SciencesUniversity of BradfordBradfordUK
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Yoshinaga J, Komatsuda S, Fujita R, Amin MHA, Oguri T. Carbon and nitrogen stable isotope ratios of diet of the Japanese and diet-hair offset values. ISOTOPES IN ENVIRONMENTAL AND HEALTH STUDIES 2021; 57:563-575. [PMID: 34719303 DOI: 10.1080/10256016.2021.1990276] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/29/2021] [Accepted: 09/13/2021] [Indexed: 06/13/2023]
Abstract
The stable isotope ratios of carbon and nitrogen (δ13C and δ15N) were measured in composite samples of Japanese food and hair. Three hundred eighty-nine foodstuffs were collected in Tokyo and Gunma Prefecture, Japan, in 2020. The foodstuffs were classified into 15 food categories, prepared as usually consumed, and mixed to make 15 composite samples representing each of the food categories. Similarly prepared samples for foodstuffs collected in 2011 and 2015 were also examined. Composite hair samples were collected from a barber shop in Tokyo and a beauty salon in Gunma in 2019. The δ13C and δ15N values of the food and hair composites were measured by elemental analyzer/isotope ratio mass spectrometry after defatting. The δ13C and δ15N values of the food composite varied from composite to composite and according to year of collection. The whole-diet δ13C values were -21.1, -22.0, and -21.5 ‰ for the 2011, 2015, and 2020 samples, respectively; the δ15N values were 5.0, 4.4, and 4.4 ‰, respectively. Diet-hair offset values of δ13C and δ15N were calculated to be 1.9 and 4.3 ‰ for δ13C and δ15N, respectively. These offset values will be important for dietary analysis and nutritional research using hair isotope ratios.
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Affiliation(s)
- Jun Yoshinaga
- Faculty of Life Sciences, Toyo University, Oura, Japan
| | | | - Raiki Fujita
- Faculty of Life Sciences, Toyo University, Oura, Japan
| | | | - Tomoko Oguri
- Research Institute of Science for Safety and Sustainability, National Institute of Advanced Industrial Science and Technology, Tsukuba, Japan
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Hedrick VE, Halliday TM, Davy BM, Zoellner JM, Jahren AH. A Single-Carbon Stable Isotope Ratio Model Prediction Equation Can Estimate Self-Reported Added Sugars Intake in an Adult Population Living in Southwest Virginia. Nutrients 2021; 13:3842. [PMID: 34836098 PMCID: PMC8617603 DOI: 10.3390/nu13113842] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Revised: 10/21/2021] [Accepted: 10/25/2021] [Indexed: 11/16/2022] Open
Abstract
The δ13C value of blood is a novel proposed biomarker of added sugars (AS) intake. AS prediction equations using either a single- (δ13C) or dual-isotope model (δ13C and δ15N) were previously developed in an adult population with high AS intake living in southwest Virginia (reference group). The purpose of this investigation was to test the δ13C single- and δ13C and δ15N dual-isotope prediction equations for AS intake in adults with a lower mean AS intake and different demographic characteristics (test group). The blood samples for the reference (n = 257 for single-isotope, n = 115 for dual-isotope) and test groups (n = 56) were analyzed for δ13C and δ15N values using natural abundance stable isotope mass spectrometry and were compared to reported dietary AS intake. When the δ13C single-isotope equation was applied to the test group, predicted AS intake was not significantly different from reported AS intake (mean difference ± standard error = -3.6 ± 5.5 g, Z = -0.55, p = 0.51). When testing the dual-isotope equation, predicted AS was different from reported AS intake (mean difference ± SEM = 13.0 ± 5.4 g, Z = -2.95, p = 0.003). δ13C value was able to predict AS intake using a blood sample within this population subset. The single-isotope prediction equation may be an alternative method to assess AS intake and is more objective, cost-feasible, and efficient than traditional dietary assessment methods. However, more research is needed to assess this biomarker with rigorous study designs such as controlled feeding.
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Affiliation(s)
- Valisa E. Hedrick
- Department of Human Nutrition, Foods, and Exercise, Virginia Tech, Blacksburg, VA 24061, USA;
| | - Tanya M. Halliday
- Department of Health, Kinesiology, and Recreation, University of Utah, Salt Lake City, UT 84112, USA;
| | - Brenda M. Davy
- Department of Human Nutrition, Foods, and Exercise, Virginia Tech, Blacksburg, VA 24061, USA;
| | - Jamie M. Zoellner
- Department of Public Health Sciences, University of Virginia, Christiansburg, VA 24073, USA;
| | - A. Hope Jahren
- Centre for Earth Evolution and Dynamics, University of Oslo, 0371 Oslo, Norway;
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L. Mantha O, Laxmi Patel M, Hankard R, De Luca A. Effect of Organic Food Intake on Nitrogen Stable Isotopes. Nutrients 2020; 12:nu12102965. [PMID: 32998302 PMCID: PMC7601395 DOI: 10.3390/nu12102965] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Revised: 09/01/2020] [Accepted: 09/25/2020] [Indexed: 12/27/2022] Open
Abstract
Food choices affect the isotopic composition of the body with each food item leaving its distinct isotopic imprint. The common view is that the natural abundance of the stable isotopes of nitrogen (expressed as δ15N) is higher in animals than in plants that constitute our contemporary diets. Higher δ15N is thus increasingly viewed as a biomarker for meat and fish intake. Here we show that organic compared to conventional farming increases plant δ15N to an extent that can appreciably impact the performance of δ15N as a biomarker. The error that can arise when organic plants are consumed was modelled for the entire range of proportions of plant versus animal protein intake, and accounting for various intakes of organic and conventionally grown crops. This mass balance model allows the interpretation of differences in δ15N in light of organic food consumption. Our approach shows that the relationship between δ15N and meat and fish intake is highly contextual and susceptible to variation at the population, community or group level. We recommend that fertilization practices and organic plant consumption must not be overlooked when using δ15N as a biomarker for meat and fish intake or to assess compliance to nutritional interventions.
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Martinelli LA, Nardoto GB, Perez MAZ, Junior GA, Fracassi FC, Oliveira JGG, Ottani IS, Lima SH, Mazzi EA, Gomes TF, Soltangheisi A, Filho ALA, Mariano E, Costa FJV, Duarte-Neto PJ, Moreira MZ, Camargo PB. Carbon and Nitrogen Isotope Ratios of Food and Beverage in Brazil. Molecules 2020; 25:E1457. [PMID: 32213848 PMCID: PMC7146444 DOI: 10.3390/molecules25061457] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2020] [Revised: 03/04/2020] [Accepted: 03/06/2020] [Indexed: 02/07/2023] Open
Abstract
Several previous studies on targeted food items using carbon and nitrogen stable isotope ratios in Brazil have revealed that many of the items investigated are adulterated; mislabeled or even fraud. Here, we present the first Brazilian isotopic baseline assessment that can be used not only in future forensic cases involving food authenticity, but also in human forensic anthropology studies. The δ13C and δ15N were determined in 1245 food items and 374 beverages; most of them made in Brazil. The average δ13C and δ15N of C3 plants were -26.7 ± 1.5‱, and 3.9 ± 3.9‱, respectively, while the average δ13C and δ15N of C4 plants were -11.5 ± 0.8‱ and 4.6 ± 2.6‱, respectively. The δ13C and δ15N of plant-based processed foods were -21.8 ± 4.8‱ and 3.9 ± 2.7‱, respectively. The average δ13C and δ15N of meat, including beef, poultry, pork and lamb were -16.6 ± 4.7‱, and 5.2 ± 2.6‱, respectively, while the δ13C and δ15N of animal-based processed foods were -17.9 ± 3.3‱ and 3.3 ± 3.5‱, respectively. The average δ13C of beverages, including beer and wine was -22.5 ± 3.1‱. We verified that C-C4 constitutes a large proportion of fresh meat, dairy products, as well as animal and plant-based processed foods. The reasons behind this high proportion will be addressed in this study.
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Affiliation(s)
- Luiz A. Martinelli
- Laboratory of Isotope Ecology, Center for Nuclear Energy in Agriculture, University of São Paulo, Av. Centenário, 303, São Dimas, Piracicaba CEP 13416-000, SP, Brazil; (M.A.Z.P.); (G.A.J.); (F.C.F.); (J.G.G.O.); (I.S.O.); (S.H.L.); (E.A.M.); (T.F.G.); (A.S.); (A.L.A.F.); (E.M.); (M.Z.M.); (P.B.C.)
| | - Gabriela B. Nardoto
- Ecology Department, Institute of Biological Sciences, University of Brasília, Asa Norte, Brasília CEP 70910-900, Brazil;
| | - Maria A. Z. Perez
- Laboratory of Isotope Ecology, Center for Nuclear Energy in Agriculture, University of São Paulo, Av. Centenário, 303, São Dimas, Piracicaba CEP 13416-000, SP, Brazil; (M.A.Z.P.); (G.A.J.); (F.C.F.); (J.G.G.O.); (I.S.O.); (S.H.L.); (E.A.M.); (T.F.G.); (A.S.); (A.L.A.F.); (E.M.); (M.Z.M.); (P.B.C.)
| | - Geraldo Arruda Junior
- Laboratory of Isotope Ecology, Center for Nuclear Energy in Agriculture, University of São Paulo, Av. Centenário, 303, São Dimas, Piracicaba CEP 13416-000, SP, Brazil; (M.A.Z.P.); (G.A.J.); (F.C.F.); (J.G.G.O.); (I.S.O.); (S.H.L.); (E.A.M.); (T.F.G.); (A.S.); (A.L.A.F.); (E.M.); (M.Z.M.); (P.B.C.)
| | - Fabiana C. Fracassi
- Laboratory of Isotope Ecology, Center for Nuclear Energy in Agriculture, University of São Paulo, Av. Centenário, 303, São Dimas, Piracicaba CEP 13416-000, SP, Brazil; (M.A.Z.P.); (G.A.J.); (F.C.F.); (J.G.G.O.); (I.S.O.); (S.H.L.); (E.A.M.); (T.F.G.); (A.S.); (A.L.A.F.); (E.M.); (M.Z.M.); (P.B.C.)
| | - Juliana G. G. Oliveira
- Laboratory of Isotope Ecology, Center for Nuclear Energy in Agriculture, University of São Paulo, Av. Centenário, 303, São Dimas, Piracicaba CEP 13416-000, SP, Brazil; (M.A.Z.P.); (G.A.J.); (F.C.F.); (J.G.G.O.); (I.S.O.); (S.H.L.); (E.A.M.); (T.F.G.); (A.S.); (A.L.A.F.); (E.M.); (M.Z.M.); (P.B.C.)
| | - Isadora S. Ottani
- Laboratory of Isotope Ecology, Center for Nuclear Energy in Agriculture, University of São Paulo, Av. Centenário, 303, São Dimas, Piracicaba CEP 13416-000, SP, Brazil; (M.A.Z.P.); (G.A.J.); (F.C.F.); (J.G.G.O.); (I.S.O.); (S.H.L.); (E.A.M.); (T.F.G.); (A.S.); (A.L.A.F.); (E.M.); (M.Z.M.); (P.B.C.)
| | - Sarah H. Lima
- Laboratory of Isotope Ecology, Center for Nuclear Energy in Agriculture, University of São Paulo, Av. Centenário, 303, São Dimas, Piracicaba CEP 13416-000, SP, Brazil; (M.A.Z.P.); (G.A.J.); (F.C.F.); (J.G.G.O.); (I.S.O.); (S.H.L.); (E.A.M.); (T.F.G.); (A.S.); (A.L.A.F.); (E.M.); (M.Z.M.); (P.B.C.)
| | - Edmar A. Mazzi
- Laboratory of Isotope Ecology, Center for Nuclear Energy in Agriculture, University of São Paulo, Av. Centenário, 303, São Dimas, Piracicaba CEP 13416-000, SP, Brazil; (M.A.Z.P.); (G.A.J.); (F.C.F.); (J.G.G.O.); (I.S.O.); (S.H.L.); (E.A.M.); (T.F.G.); (A.S.); (A.L.A.F.); (E.M.); (M.Z.M.); (P.B.C.)
| | - Taciana F. Gomes
- Laboratory of Isotope Ecology, Center for Nuclear Energy in Agriculture, University of São Paulo, Av. Centenário, 303, São Dimas, Piracicaba CEP 13416-000, SP, Brazil; (M.A.Z.P.); (G.A.J.); (F.C.F.); (J.G.G.O.); (I.S.O.); (S.H.L.); (E.A.M.); (T.F.G.); (A.S.); (A.L.A.F.); (E.M.); (M.Z.M.); (P.B.C.)
| | - Amin Soltangheisi
- Laboratory of Isotope Ecology, Center for Nuclear Energy in Agriculture, University of São Paulo, Av. Centenário, 303, São Dimas, Piracicaba CEP 13416-000, SP, Brazil; (M.A.Z.P.); (G.A.J.); (F.C.F.); (J.G.G.O.); (I.S.O.); (S.H.L.); (E.A.M.); (T.F.G.); (A.S.); (A.L.A.F.); (E.M.); (M.Z.M.); (P.B.C.)
| | - Adibe L. Abdalla Filho
- Laboratory of Isotope Ecology, Center for Nuclear Energy in Agriculture, University of São Paulo, Av. Centenário, 303, São Dimas, Piracicaba CEP 13416-000, SP, Brazil; (M.A.Z.P.); (G.A.J.); (F.C.F.); (J.G.G.O.); (I.S.O.); (S.H.L.); (E.A.M.); (T.F.G.); (A.S.); (A.L.A.F.); (E.M.); (M.Z.M.); (P.B.C.)
| | - Eduardo Mariano
- Laboratory of Isotope Ecology, Center for Nuclear Energy in Agriculture, University of São Paulo, Av. Centenário, 303, São Dimas, Piracicaba CEP 13416-000, SP, Brazil; (M.A.Z.P.); (G.A.J.); (F.C.F.); (J.G.G.O.); (I.S.O.); (S.H.L.); (E.A.M.); (T.F.G.); (A.S.); (A.L.A.F.); (E.M.); (M.Z.M.); (P.B.C.)
| | - Fabio J. V. Costa
- National Institute of Criminalistics, Federal Police, Asa Sul, Brasília CEP 70610-200, Brazil;
| | - Paulo J. Duarte-Neto
- Department of Statistics and Informatics, Rural Federal University of Pernambuco, R. Manuel de Medeiros, 35, Dois Irmãos, Recife CEP 52171-050, Brazil;
| | - Marcelo Z. Moreira
- Laboratory of Isotope Ecology, Center for Nuclear Energy in Agriculture, University of São Paulo, Av. Centenário, 303, São Dimas, Piracicaba CEP 13416-000, SP, Brazil; (M.A.Z.P.); (G.A.J.); (F.C.F.); (J.G.G.O.); (I.S.O.); (S.H.L.); (E.A.M.); (T.F.G.); (A.S.); (A.L.A.F.); (E.M.); (M.Z.M.); (P.B.C.)
| | - Plinio B. Camargo
- Laboratory of Isotope Ecology, Center for Nuclear Energy in Agriculture, University of São Paulo, Av. Centenário, 303, São Dimas, Piracicaba CEP 13416-000, SP, Brazil; (M.A.Z.P.); (G.A.J.); (F.C.F.); (J.G.G.O.); (I.S.O.); (S.H.L.); (E.A.M.); (T.F.G.); (A.S.); (A.L.A.F.); (E.M.); (M.Z.M.); (P.B.C.)
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Matos MPV, Jackson GP. Compound-Specific Isotope Analysis of Human Hair: Predicting Behaviors and Biometrics beyond Dietary Factors. Anal Chem 2020; 92:3014-3022. [PMID: 31955563 DOI: 10.1021/acs.analchem.9b04085] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Affiliation(s)
- Mayara P. V. Matos
- Department of Biology, West Virginia University, Morgantown, West Virginia 26506, United States
| | - Glen P. Jackson
- Department of Forensic and Investigative Science, West Virginia University, Morgantown, West Virginia 26506, United States
- C. Eugene Bennett Department of Chemistry, West Virginia University, Morgantown, West Virginia 26506, United States
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Votruba SB, Shaw PA, Oh EJ, Venti CA, Bonfiglio S, Krakoff J, O'Brien DM. Associations of plasma, RBCs, and hair carbon and nitrogen isotope ratios with fish, meat, and sugar-sweetened beverage intake in a 12-wk inpatient feeding study. Am J Clin Nutr 2019; 110:1306-1315. [PMID: 31515553 PMCID: PMC6885477 DOI: 10.1093/ajcn/nqz208] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2019] [Accepted: 07/31/2019] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Naturally occurring carbon and nitrogen stable isotope ratios [13C/12C (CIR) and 15N/14N (NIR)] are promising dietary biomarkers. As these candidate biomarkers have long tissue residence times, long-term feeding studies are needed for their evaluation. OBJECTIVE Our aim was to evaluate plasma, RBCs, and hair CIR and NIR as biomarkers of fish, meat, and sugar-sweetened beverage (SSB) intake in a 12-wk dietary intervention. METHODS Thirty-two men (aged 46.2 ± 10.5 y; BMI: 27.2 ± 4.0 kg/m2) underwent a 12-wk inpatient dietary intervention at the National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK) in Phoenix, Arizona. The effects of fish, meat, and SSB intake on CIR and NIR were evaluated using a balanced factorial design, with each intake factor at 2 levels (present/absent) in a common, background diet (50% carbohydrate, 30% fat, 20% protein). Fasting blood samples were taken biweekly from baseline, and hair samples were collected at baseline and postintervention. Data were analyzed using multivariable regression. RESULTS The postintervention CIR of plasma was elevated when diets included meat (β = 0.89, 95% CI: 0.73,1.05) and SSBs (β = 0.48, 95% CI: 0.32, 0.64). The postintervention NIR of plasma was elevated when diets included fish (β = 0.85, 95% CI: 0.64, 1.05) and meat (β = 0.61, 95% CI: 0.42, 0.8). Results were similar for RBCs and hair. Postintervention RBC CIR and NIR had strong associations with baseline, suggesting that turnover to the intervention diets was incomplete after 12 wk. Estimates of isotopic turnover rate further confirmed incomplete turnover of RBCs. CONCLUSIONS CIR was associated with meat and SSBs, and more strongly with meat. NIR was associated with fish and meat, and more strongly with fish. Overall, CIR and NIR discriminated between dietary fish and meat, and to a lesser extent SSBs, indicating their potential utility as biomarkers of intake in US diets. Approaches to make these biomarkers more specific are needed. This trial was registered at clinicaltrials.gov as NCT01237093.
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Affiliation(s)
- Susanne B Votruba
- Phoenix Epidemiology and Clinical Research Branch, National Institute of Diabetes and Digestive and Kidney Diseases/NIH, Phoenix, AZ, USA,Address correspondence to SBV (e-mail: )
| | - Pamela A Shaw
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Eric J Oh
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Colleen A Venti
- Phoenix Epidemiology and Clinical Research Branch, National Institute of Diabetes and Digestive and Kidney Diseases/NIH, Phoenix, AZ, USA
| | - Susan Bonfiglio
- Phoenix Epidemiology and Clinical Research Branch, National Institute of Diabetes and Digestive and Kidney Diseases/NIH, Phoenix, AZ, USA
| | - Jonathan Krakoff
- Phoenix Epidemiology and Clinical Research Branch, National Institute of Diabetes and Digestive and Kidney Diseases/NIH, Phoenix, AZ, USA
| | - Diane M O'Brien
- Center for Alaska Native Health Research, Institute of Arctic Biology, Department of Biology and Wildlife, University of Alaska Fairbanks, Fairbanks, AK, USA
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10
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Yun HY, Lampe JW, Tinker LF, Neuhouser ML, Beresford SAA, Niles KR, Mossavar-Rahmani Y, Snetselaar LG, Van Horn L, Prentice RL, O'Brien DM. Serum Nitrogen and Carbon Stable Isotope Ratios Meet Biomarker Criteria for Fish and Animal Protein Intake in a Controlled Feeding Study of a Women's Health Initiative Cohort. J Nutr 2018; 148:1931-1937. [PMID: 30239866 PMCID: PMC6280000 DOI: 10.1093/jn/nxy168] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2018] [Revised: 06/14/2018] [Accepted: 07/03/2018] [Indexed: 11/13/2022] Open
Abstract
Background Natural abundance stable isotope ratios are candidate biomarkers of dietary intake that have not been evaluated in a controlled feeding study in a US population. Objectives Our goals were to evaluate dietary associations with serum carbon (CIR), nitrogen (NIR), and sulfur (SIR) isotope ratios in postmenopausal women, and to evaluate whether statistical models of dietary intake that include multiple isotopes and participant characteristics meet criteria for biomarker evaluation. Methods Postmenopausal women from the Women's Health Initiative (n = 153) were provided a 2-wk controlled diet that approximated each individual's habitual food intake. Dietary intakes of animal protein, fish/seafood, red meat, poultry, egg, dairy, total sugars, added sugars, sugar-sweetened beverages (SSBs), and corn products were characterized during the feeding period with the use of the Nutrition Data System for Research (NDS-R). The CIR, NIR, and SIR were measured in sera collected from fasting women at the beginning and the end of the feeding period. Linear models based on stable isotope ratios and participant characteristics predicted dietary intake. The criterion used for biomarker evaluation was R2 ≥ 0.36, based on the study's power to detect true associations with R2 ≥ 0.50. Results The NIR was associated with fish/seafood intake and met the criterion for biomarker evaluation (R2 = 0.40). The CIR was moderately associated with intakes of red meat and eggs, but not to the criterion for biomarker evaluation, and was not associated with intake of sugars (total, added, or SSB). A model of animal protein intake based on the NIR, CIR, and participant characteristics met the criterion for biomarker evaluation (R2 = 0.40). Otherwise, multiple isotopes did not improve models of intake, and improvements from including participant characteristics were modest. Conclusion Serum stable isotope ratios can, with participant characteristics, meet biomarker criteria as measures of fish/seafood and animal protein intake in a sample of postmenopausal women. This trial was registered at clinicaltrials.gov as NCT00000611.
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Affiliation(s)
- Hee Young Yun
- Institute of Arctic Biology, University of Alaska Fairbanks, Fairbanks, AK
| | - Johanna W Lampe
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA
- School of Public Health, University of Washington, Seattle, WA
| | - Lesley F Tinker
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA
| | - Marian L Neuhouser
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA
- School of Public Health, University of Washington, Seattle, WA
| | - Shirley A A Beresford
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA
- School of Public Health, University of Washington, Seattle, WA
| | - Kristine R Niles
- Institute of Arctic Biology, University of Alaska Fairbanks, Fairbanks, AK
| | - Yasmin Mossavar-Rahmani
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY
| | | | - Linda Van Horn
- Department of Preventive Medicine, Northwestern University, Chicago, IL
| | - Ross L Prentice
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA
- School of Public Health, University of Washington, Seattle, WA
| | - Diane M O'Brien
- Institute of Arctic Biology, University of Alaska Fairbanks, Fairbanks, AK
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11
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Münster A, Knipper C, Oelze VM, Nicklisch N, Stecher M, Schlenker B, Ganslmeier R, Fragata M, Friederich S, Dresely V, Hubensack V, Brandt G, Döhle HJ, Vach W, Schwarz R, Metzner-Nebelsick C, Meller H, Alt KW. 4000 years of human dietary evolution in central Germany, from the first farmers to the first elites. PLoS One 2018; 13:e0194862. [PMID: 29584767 PMCID: PMC5870995 DOI: 10.1371/journal.pone.0194862] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2017] [Accepted: 03/12/2018] [Indexed: 11/21/2022] Open
Abstract
Investigation of human diet during the Neolithic has often been limited to a few archaeological cultures or single sites. In order to provide insight into the development of human food consumption and husbandry strategies, our study explores bone collagen carbon and nitrogen isotope data from 466 human and 105 faunal individuals from 26 sites in central Germany. It is the most extensive data set to date from an enclosed geographic microregion, covering 4,000 years of agricultural history from the Early Neolithic to the Early Bronze Age. The animal data show that a variety of pastures and dietary resources were explored, but that these changed remarkably little over time. In the human δ15N however we found a significant increase with time across the different archaeological cultures. This trend could be observed in all time periods and archaeological cultures (Bell Beaker phenomenon excluded), even on continuously populated sites. Since there was no such trend in faunal isotope values, we were able largely to exclude manuring as the cause of this effect. Based on the rich interdisciplinary data from this region and archaeological period we can argue that meat consumption increased with the increasing duration of farming subsistence. In δ13C, we could not observe any clear increasing or decreasing trends during the archaeological time periods, either for humans or for animals, which would have suggested significant changes in the environment and landscape use. We discovered sex-related dietary differences, with males of all archaeological periods having higher δ15N values than females, and an age-related increasing consumption of animal protein. An initial decrease of δ15N-values at the age of 1–2 years reveals partial weaning, while complete weaning took place at the age of 3–4 years.
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Affiliation(s)
- Angelina Münster
- Institute of Anthropology, Johannes Gutenberg University, Mainz, Germany
- * E-mail: (AM); (KWA)
| | - Corina Knipper
- Curt-Engelhorn-Centre for Archaeometry gGmbH, Mannheim, Germany
| | - Vicky M. Oelze
- Anthropology Department, University of California, Santa Cruz, California, United States of America
| | - Nicole Nicklisch
- Center of Natural and Cultural History of Man, Danube Private University (DPU), Krems-Stein, Austria
- State Office for Heritage Management and Archaeology, Saxony-Anhalt/State Museum of Prehistory, Halle/Saale, Germany
| | - Marcus Stecher
- Institute of Anthropology, Johannes Gutenberg University, Mainz, Germany
| | - Björn Schlenker
- State Office for Heritage Management and Archaeology, Saxony-Anhalt/State Museum of Prehistory, Halle/Saale, Germany
| | - Robert Ganslmeier
- State Office for Heritage Management and Archaeology, Saxony-Anhalt/State Museum of Prehistory, Halle/Saale, Germany
| | | | - Susanne Friederich
- State Office for Heritage Management and Archaeology, Saxony-Anhalt/State Museum of Prehistory, Halle/Saale, Germany
| | - Veit Dresely
- State Office for Heritage Management and Archaeology, Saxony-Anhalt/State Museum of Prehistory, Halle/Saale, Germany
| | - Vera Hubensack
- State Office for Heritage Management, Saxony, Dresden, Germany
| | - Guido Brandt
- Max Planck Institute for the Science of Human History, Jena, Germany
| | - Hans-Jürgen Döhle
- State Office for Heritage Management and Archaeology, Saxony-Anhalt/State Museum of Prehistory, Halle/Saale, Germany
| | - Werner Vach
- Clinical Epidemiology Group, Center for Medical Biometry and Medical Informatics, Medical Center—University of Freiburg, Freiburg, Germany
| | - Ralf Schwarz
- State Office for Heritage Management and Archaeology, Saxony-Anhalt/State Museum of Prehistory, Halle/Saale, Germany
| | - Carola Metzner-Nebelsick
- Institute of Prehistoric Archaeology and Provincial Roman Archaeology, Ludwig Maximilian University of Munich, Munich, Germany
| | - Harald Meller
- State Office for Heritage Management and Archaeology, Saxony-Anhalt/State Museum of Prehistory, Halle/Saale, Germany
| | - Kurt W. Alt
- Center of Natural and Cultural History of Man, Danube Private University (DPU), Krems-Stein, Austria
- State Office for Heritage Management and Archaeology, Saxony-Anhalt/State Museum of Prehistory, Halle/Saale, Germany
- Department of Biomedical Engineering and Integrative Prehistory and Archaeological Science, Basel University, Basel, Switzerland
- * E-mail: (AM); (KWA)
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12
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Hülsemann F, Koehler K, Wittsiepe J, Wilhelm M, Hilbig A, Kersting M, Braun H, Flenker U, Schänzer W. Prediction of human dietary δ 15N intake from standardised food records: validity and precision of single meal and 24-h diet data. ISOTOPES IN ENVIRONMENTAL AND HEALTH STUDIES 2017; 53:356-367. [PMID: 28292192 DOI: 10.1080/10256016.2017.1302447] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/13/2016] [Accepted: 01/08/2017] [Indexed: 06/06/2023]
Abstract
Natural stable isotope ratios (δ15N) of humans can be used for nutritional analyses and dietary reconstruction of modern and historic individuals and populations. Information about an individual's metabolic state can be obtained by comparison of tissue and dietary δ15N. Different methods have been used to estimate dietary δ15N in the past; however, the validity of such predictions has not been compared to experimental values. For a total of 56 meals and 21 samples of 24-h diets, predicted and experimental δ15N values were compared. The δ15N values were predicted from self-recorded food intake and compared with experimental δ15N values. Predicted and experimental δ15N values were in good agreement for meals and preparations (r = 0.89, p < .001) as well as for the 24-h diets (r = 0.76, p < .001). Dietary δ15N was mainly determined by the amount of fish, whereas the contribution of meat to dietary δ15N values was less pronounced. Prediction of human dietary δ15N values using standardised food records and representative δ15N data sets yields reliable data for dietary δ15N intake. A differentiated analysis of the primary protein sources is necessary when relating the proportion of animal-derived protein in the diet by δ15N analysis.
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Affiliation(s)
- Frank Hülsemann
- a Institute of Biochemistry , German Sport University Cologne , Cologne , Germany
| | - Karsten Koehler
- b Department of Nutrition and Health Sciences , University of Nebraska-Lincoln , Lincoln , NE , USA
| | - Jürgen Wittsiepe
- c Department of Hygiene , Social and Environmental Medicine Ruhr-University Bochum , Bochum , Germany
| | - Michael Wilhelm
- c Department of Hygiene , Social and Environmental Medicine Ruhr-University Bochum , Bochum , Germany
| | - Annett Hilbig
- d Research Institute of Child Nutrition (FKE) , University of Bonn , Dortmund , Germany
| | - Mathilde Kersting
- d Research Institute of Child Nutrition (FKE) , University of Bonn , Dortmund , Germany
| | - Hans Braun
- e German Research Centre of Elite Sports , German Sport University Cologne , Cologne , Germany
| | - Ulrich Flenker
- a Institute of Biochemistry , German Sport University Cologne , Cologne , Germany
| | - Wilhelm Schänzer
- a Institute of Biochemistry , German Sport University Cologne , Cologne , Germany
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13
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Hülsemann F, Koehler K, Flenker U, Schänzer W. Do we excrete what we eat? Analysis of stable nitrogen isotope ratios of human urinary urea. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2017; 31:1221-1227. [PMID: 28466567 DOI: 10.1002/rcm.7891] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/14/2017] [Revised: 04/27/2017] [Accepted: 04/27/2017] [Indexed: 06/07/2023]
Abstract
RATIONALE Natural stable nitrogen isotope ratios (δ15 N) are frequently used for the determination of provenance and dietary assessment of recent and ancient humans. Although individual δ15 N values typically correspond to the dietary δ15 N composition, they are also affected by metabolic conditions. Preferred matrices for the measurement of human δ15 N values have been hair, nail or blood. The goal of this study was to validate a novel approach for the assessment of the δ15 N values from urinary urea, the principal end-product of human N metabolism. METHODS The method, which involves the precipitation of urea from urine using xanthydrol, was validated using fortified urea solutions. Intra- and inter-individual variance of the δ15 N values of urinary urea was determined from samples obtained from multiple human subjects. RESULTS Precipitation with xanthydrol did not alter the δ15 N values of urea. The mean δ15 N value in urinary urea from human subjects from Germany was +4.4 ± 0.6 ‰, which corresponds to the estimated dietary composition. It falls below previously reported δ15 N values for human tissue and blood samples. Longitudinal analyses over 7 days illustrate short-time changes linked to varying protein intake. CONCLUSIONS Our results indicate that δ15 N values can be measured reliably from human urine and that the method is suitable to monitor rapid dietary and metabolic changes of an individual. Our findings further confirm that urinary urea is depleted in 15 N compared with human tissue but within the range of the δ15 N composition of the diet. Copyright © 2017 John Wiley & Sons, Ltd.
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Affiliation(s)
- Frank Hülsemann
- Institute of Biochemistry, German Sport University Cologne, Am Sportpark Müngersdorf 6, 50933, Köln, Germany
- The German Research Centre of Elite Sport, German Sport University Cologne, Am Sportpark Müngersdorf 6, 50933, Köln, Germany
| | - Karsten Koehler
- Department of Nutrition and Health Sciences, University of Nebraska-Lincoln, Lincoln, NE, 68583, USA
| | - Ulrich Flenker
- Institute of Biochemistry, German Sport University Cologne, Am Sportpark Müngersdorf 6, 50933, Köln, Germany
- The German Research Centre of Elite Sport, German Sport University Cologne, Am Sportpark Müngersdorf 6, 50933, Köln, Germany
| | - Wilhelm Schänzer
- Institute of Biochemistry, German Sport University Cologne, Am Sportpark Müngersdorf 6, 50933, Köln, Germany
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14
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Tsutaya T, Fujimori Y, Hayashi M, Yoneda M, Miyabe-Nishiwaki T. Carbon and nitrogen stable isotopic offsets between diet and hair/feces in captive chimpanzees. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2017; 31:59-67. [PMID: 27717069 DOI: 10.1002/rcm.7760] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/21/2016] [Revised: 10/04/2016] [Accepted: 10/04/2016] [Indexed: 06/06/2023]
Abstract
RATIONALE Estimation of the stable isotopic offsets between tissue and diet is important for dietary reconstructions. Although stable isotopic studies of chimpanzees (Pan troglodytes) are increasing, the isotopic offsets in chimpanzees have never been studied. In this study, the carbon and nitrogen stable isotopic offset values in hair and feces were measured for 13 captive chimpanzees for the first time. METHODS All consumed food items and quantities were recorded for each individual for 1 week. Food samples were typically collected three times, hair was collected 3 weeks after the experimental week, and feces were collected ad libitum during the experimental week. The stable carbon and nitrogen isotope ratios were measured using elemental analyzer-isotope ratio mass spectrometry (EA-IRMS). RESULTS As the results of Monte Carlo analysis, the estimated carbon and nitrogen offsets between the hair and diet were +3.0 to +3.9‰ and +2.8 to +3.7‰, respectively, for the 95% confidence intervals (CIs). The 95% CIs of the carbon and nitrogen offset values between the feces and diet were -1.6 to 0.0‰ and +1.2 to +2.7‰, respectively. CONCLUSIONS These offset values are generally consistent with those of the other primate species reported in previous studies. However, potential variations in the offset values due to dietary and physiological factors should be studied in detail in the future. Copyright © 2016 John Wiley & Sons, Ltd.
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Affiliation(s)
- Takumi Tsutaya
- Graduate School of Science, Kyoto University, Kyoto, Kyoto, 606-8502, Japan
| | - Yui Fujimori
- Japan Monkey Centre, Inuyama, Aichi, 484-8506, Japan
| | - Misato Hayashi
- Primate Research Institute, Kyoto University, Inuyama, Aichi, 484-0081, Japan
| | - Minoru Yoneda
- The University Museum, The University of Tokyo, Bunkyo, Tokyo, 113-0033, Japan
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15
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Toyne JM, Church WB, Luis Coronado Tello J, Morales Gamarra R. Exploring imperial expansion using an isotopic analysis of paleodietary and paleomobility indicators in Chachapoyas, Peru. AMERICAN JOURNAL OF PHYSICAL ANTHROPOLOGY 2016; 162:51-72. [DOI: 10.1002/ajpa.23085] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/07/2015] [Revised: 05/23/2016] [Accepted: 08/24/2016] [Indexed: 11/10/2022]
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16
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Hülsemann F, Lehn C, Schneider S, Jackson G, Hill S, Rossmann A, Scheid N, Dunn PJH, Flenker U, Schänzer W. Global spatial distributions of nitrogen and carbon stable isotope ratios of modern human hair. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2015; 29:2111-2121. [PMID: 26467223 DOI: 10.1002/rcm.7370] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/08/2015] [Revised: 08/20/2015] [Accepted: 08/20/2015] [Indexed: 06/05/2023]
Abstract
RATIONALE Natural stable carbon (δ(13)C) and nitrogen isotope ratios (δ(15)N) of humans are related to individual dietary habits and environmental and physiological factors. In forensic science the stable isotope ratios of human remains such as hair and nail are used for geographical allocation. Thus, knowledge of the global spatial distribution of human δ(13)C and δ(15)N values is an essential component in the interpretation of stable isotope analytical results. METHODS No substantial global datasets of human stable isotope ratios are currently available, although the amount of available (published) data has increased within recent years. We have herein summarised the published data on human global δ(13)C andδ(15)N values (around 3600 samples) and added experimental values of more than 400 additional worldwide human hair and nail samples. In order to summarise isotope ratios for hair and nail samples correction factors were determined. RESULTS The current available dataset of human stable isotope ratios is biased towards Europe and North America with only limited data for countries in Africa, Central and South America and Southeast Asia. The global spatial distribution of carbon isotopes is related to latitude and supports the fact that human δ(13)C values are dominated by the amount of C4 plants in the diet, either due to direct ingestion as plant food, or by its use as animal feed. In contrast, the global spatial distribution of human δ(15)N values is apparently not exclusively related to the amount of fish or meat ingested, but also to environmental factors that influence agricultural production. CONCLUSIONS There are still a large proportion of countries, especially in Africa, where there are no available data for human carbon and nitrogen isotope ratios. Although the interpretation of modern human carbon isotope ratios at the global scale is quite possible, and correlates with the latitude, the potential influences of extrinsic and/or intrinsic factors on human nitrogen isotope ratios have to be taken into consideration.
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Affiliation(s)
- Frank Hülsemann
- Institute of Biochemistry, German Sport University Cologne, Am Sportpark Müngersdorf 6, 50933, Köln, Germany
| | - Christine Lehn
- Institute of Forensic Medicine, Ludwig-Maximilians-University Munich, Nußbaumstr. 26, 80336, München, Germany
| | - Sabine Schneider
- Forensic Science Institute, Federal Criminal Police Office, Unit Central Analytics II, Thaerstraße 11, 65193, Wiesbaden, Germany
| | - Glen Jackson
- Forensic and Investigative Science, C. Eugene Bennett Department of Chemistry, West Virginia University, 308 Oglebay Hall, Morgantown, WV, 26506-6121, USA
| | - Sarah Hill
- LGC, Queens Road, Teddington, TW11 0LY, UK
| | - Andreas Rossmann
- isolab GmbH, Laboratorium für Stabile Isotope, Woelkestrasse 9/I, 85301, Schweitenkirchen, Germany
| | - Nicole Scheid
- Forensic Science Institute, Federal Criminal Police Office, Unit Central Analytics II, Thaerstraße 11, 65193, Wiesbaden, Germany
| | | | - Ulrich Flenker
- Institute of Biochemistry, German Sport University Cologne, Am Sportpark Müngersdorf 6, 50933, Köln, Germany
| | - Wilhelm Schänzer
- Institute of Biochemistry, German Sport University Cologne, Am Sportpark Müngersdorf 6, 50933, Köln, Germany
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17
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Naito YI, Morita A, Natsuhara K, Tadokoro K, Baba J, Odani S, Tomitsuka E, Igai K, Tsutaya T, Yoneda M, Greenhill AR, Horwood PF, Soli KW, Phuanukoonnon S, Siba PM, Umezaki M. Association of protein intakes and variation of diet-scalp hair nitrogen isotopic discrimination factor in Papua New Guinea highlanders. AMERICAN JOURNAL OF PHYSICAL ANTHROPOLOGY 2015; 158:359-70. [DOI: 10.1002/ajpa.22798] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/10/2014] [Revised: 06/09/2015] [Accepted: 06/09/2015] [Indexed: 11/10/2022]
Affiliation(s)
- Yuichi I. Naito
- Department of Integrated Biosciences; Graduate School of Frontier Sciences, The University of Tokyo; Kashiwanoha 5-1-5 Kashiwa Chiba 277-8562 Japan
| | - Ayako Morita
- Department of Human Ecology; Graduate School of Medicine, The University of Tokyo; 7-3-1 Hongo Bunkyo Tokyo 113-0033 Japan
- Tokyo Medical and Dental University; Yushima 1-5-45 Bunkyo-ku Tokyo 113-8519 Japan
| | - Kazumi Natsuhara
- The Japanese Red Cross Akita College of Nursing; Nawashirosawa 17-3, Saruta, Kamikitate Akita Akita 010-1493 Japan
| | - Kiyoshi Tadokoro
- Department of Human Ecology; Graduate School of Medicine, The University of Tokyo; 7-3-1 Hongo Bunkyo Tokyo 113-0033 Japan
| | - Jun Baba
- The Research Institute for Languages and Cultures of Asia and Africa, Tokyo University of Foreign Studies; 3-11-1 Asahi-cho Fuchu Tokyo 183-8534 Japan
| | - Shingo Odani
- Faculty of Letters, Chiba University; 1-33 Yayoicho, Inage Chiba 263-8522 Japan
| | - Eriko Tomitsuka
- Department of Human Ecology; Graduate School of Medicine, The University of Tokyo; 7-3-1 Hongo Bunkyo Tokyo 113-0033 Japan
| | - Katsura Igai
- Graduate School of Biomedical Science, Nagasaki University; 1-12-4 Sakamoto Nagasaki 852-8523 Japan
| | - Takumi Tsutaya
- Department of Integrated Biosciences; Graduate School of Frontier Sciences, The University of Tokyo; Kashiwanoha 5-1-5 Kashiwa Chiba 277-8562 Japan
| | - Minoru Yoneda
- Department of Integrated Biosciences; Graduate School of Frontier Sciences, The University of Tokyo; Kashiwanoha 5-1-5 Kashiwa Chiba 277-8562 Japan
- The University Museum, The University of Tokyo; Hongo 7-3-1 Bunkyo Tokyo 113-0033 Japan
| | - Andrew R. Greenhill
- Papua New Guinea Institute of Medical Research, PO Box 60, Goroka, Eastern Highlands Province 441; Papua New Guinea
- Federation University; Gippsland Campus Northways Road, Churchill Victoria 3842 Australia
| | - Paul F. Horwood
- Papua New Guinea Institute of Medical Research, PO Box 60, Goroka, Eastern Highlands Province 441; Papua New Guinea
| | - Kevin W. Soli
- Papua New Guinea Institute of Medical Research, PO Box 60, Goroka, Eastern Highlands Province 441; Papua New Guinea
| | - Suparat Phuanukoonnon
- Papua New Guinea Institute of Medical Research, PO Box 60, Goroka, Eastern Highlands Province 441; Papua New Guinea
| | - Peter M. Siba
- Papua New Guinea Institute of Medical Research, PO Box 60, Goroka, Eastern Highlands Province 441; Papua New Guinea
| | - Masahiro Umezaki
- Department of Human Ecology; Graduate School of Medicine, The University of Tokyo; 7-3-1 Hongo Bunkyo Tokyo 113-0033 Japan
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18
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Hedrick VE, Zoellner JM, Jahren AH, Woodford NA, Bostic JN, Davy BM. A Dual-Carbon-and-Nitrogen Stable Isotope Ratio Model Is Not Superior to a Single-Carbon Stable Isotope Ratio Model for Predicting Added Sugar Intake in Southwest Virginian Adults. J Nutr 2015; 145:1362-9. [PMID: 25855120 PMCID: PMC4442118 DOI: 10.3945/jn.115.211011] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2015] [Accepted: 03/13/2015] [Indexed: 01/11/2023] Open
Abstract
BACKGROUND An objective measure of added sugar (AS) and sugar-sweetened beverage (SSB) intake is needed. The δ(13)C value of finger-stick blood is a novel validated biomarker of AS/SSB intake; however, nonsweetener corn products and animal protein also carry a δ(13)C value similar to AS sources, which may affect blood δ(13)C values. The δ(15)N value of blood has been proposed as a "correction factor" for animal protein intake. OBJECTIVES The objectives were to 1) identify foods associated with δ(13)C and δ(15)N blood values, 2) determine the contribution of nonsweetener corn to the diet relative to AS intake, and 3) determine if the dual-isotope model (δ(13)C and δ(15)N) is a better predictor of AS/SSB intake than δ(13)C alone. METHODS A cross-sectional sample of southwest Virginian adults (n = 257; aged 42 ± 15 y; 74% overweight/obese) underwent dietary intake assessments and provided finger-stick blood samples, which were analyzed for δ(13)C and δ(15)N values by using natural abundance stable isotope mass spectrometry. Statistical analyses included ANOVAs, paired-samples t tests, and multiple linear regressions. RESULTS The mean ± SD daily AS intake was 88 ± 59 g and nonsweetener corn intake was 13 ± 13 g. The mean δ(13)C value was -19.1 ± 0.9‰, which was significantly correlated with AS and SSB intakes (r = 0.32 and 0.39, respectively; P ≤ 0.01). The δ(13)C value and nonsweetener corn intake and the δ(15)N value and animal protein intake were not correlated. AS intake was significantly greater than nonsweetener corn intake (mean difference = 76.2 ± 57.2 g; P ≤ 0.001). The δ(13)C value was predictive of AS/SSB intake (β range: 0.28-0.35; P ≤ 0.01); however, δ(15)N was not predictive and minimal increases in R(2) values were observed when the δ(15)N value was added to the model. CONCLUSIONS The data do not provide evidence that the dual-isotope method is superior for predicting AS/SSB intakes within a southwest Virginian population. Our results support the potential of the δ(13)C value of finger-stick blood to serve as an objective measure of AS/SSB intake. This trial was registered at clinicaltrials.gov as NCT02193009.
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Affiliation(s)
- Valisa E Hedrick
- Department of Human Nutrition, Foods, and Exercise, Virginia Tech, Blacksburg, VA; and
| | - Jamie M Zoellner
- Department of Human Nutrition, Foods, and Exercise, Virginia Tech, Blacksburg, VA; and
| | - A Hope Jahren
- School of Earth and Ocean Science and Technology, University of Hawaii at Manoa, Honolulu, HI
| | - Natalie A Woodford
- Department of Human Nutrition, Foods, and Exercise, Virginia Tech, Blacksburg, VA; and
| | - Joshua N Bostic
- School of Earth and Ocean Science and Technology, University of Hawaii at Manoa, Honolulu, HI
| | - Brenda M Davy
- Department of Human Nutrition, Foods, and Exercise, Virginia Tech, Blacksburg, VA; and
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Bostic JN, Palafox SJ, Rottmueller ME, Jahren AH. Effect of baking and fermentation on the stable carbon and nitrogen isotope ratios of grain-based food. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2015; 29:937-947. [PMID: 26407308 DOI: 10.1002/rcm.7178] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/18/2014] [Revised: 02/17/2015] [Accepted: 02/21/2015] [Indexed: 06/05/2023]
Abstract
RATIONALE Isotope ratio mass spectrometry (IRMS) is used extensively to reconstruct general attributes of prehistoric and modern diets in both humans and animals. In order to apply these methods to the accurate determination of specific intakes of foods/nutrients of interest, the isotopic signature of individually consumed foods must be constrained. For example, 86% of the calories consumed in the USA are derived from processed and prepared foods, but the relationship between the stable isotope composition of raw ingredients and the resulting products has not been characterized. METHODS To examine the effect of common cooking techniques on the stable isotope composition of grain-based food items, we prepared yeast buns and sugar cookies from standardized recipes and measured bulk δ(13) C and δ(15) N values of samples collected throughout a 75 min fermentation process (buns) and before and after baking at 190°C (buns and cookies). Simple isotope mixing models were used to determine if the isotopic signatures of 13 multi-ingredient foods could be estimated from the isotopic signatures of their constituent raw ingredients. RESULTS No variations in δ(13) C or δ(15) N values were detected between pre- and post-baked yeast buns (pre: -24.78‰/2.61‰, post: -24.75‰/2.74‰), beet-sugar cookies (pre: -24.48‰/3.84‰, post: -24.47‰/3.57‰), and cane-sugar cookies (pre: -19.07‰/2.97‰, post: -19.02‰/3.21‰), or throughout a 75 min fermentation process in yeast buns. Using isotopic mass balance equations, the δ(13) C/δ(15) N values of multi-ingredient foods were estimated from the isotopic composition of constituent raw ingredients to within 0.14 ± 0.13‰/0.24 ± 0.17‰ for gravimetrically measured recipes and 0.40 ± 0.38‰/0.58 ± 0.53‰ for volumetrically measured recipes. CONCLUSIONS Two common food preparation techniques, baking and fermentation, do not substantially affect the carbon or nitrogen isotopic signature of grain-based foods. Mass-balance equations can be used to accurately estimate the isotopic signature of multi-ingredient food items for which quantitative ingredient information is available.
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Affiliation(s)
- Joshua N Bostic
- Department of Geology and Geophysics, University of Hawaii at Manoa, Honolulu, HI, 96822, USA
| | - Sherilyn J Palafox
- Department of Geology and Geophysics, University of Hawaii at Manoa, Honolulu, HI, 96822, USA
| | - Marina E Rottmueller
- Department of Geology and Geophysics, University of Hawaii at Manoa, Honolulu, HI, 96822, USA
| | - A Hope Jahren
- Department of Geology and Geophysics, University of Hawaii at Manoa, Honolulu, HI, 96822, USA
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Abstract
Diet is a leading modifiable risk factor for chronic disease, but it remains difficult to measure accurately due to the error and bias inherent in self-reported methods of diet assessment. Consequently, there is a pressing need for more objective biomarkers of diet for use in health research. The stable isotope ratios of light elements are a promising set of candidate biomarkers because they vary naturally and reproducibly among foods, and those variations are captured in molecules and tissues with high fidelity. Recent studies have identified valid isotopic measures of short- and long-term sugar intake, meat intake, and fish intake in specific populations. These studies provide a strong foundation for validating stable isotopic biomarkers in the general US population. Approaches to improve specificity for specific foods are needed; for example, by modeling intake using multiple stable isotope ratios or by isolating and measuring specific molecules linked to foods of interest.
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Affiliation(s)
- Diane M O'Brien
- Center for Alaska Native Health Research, Institute of Arctic Biology and Department of Biology and Wildlife, University of Alaska, Fairbanks, Alaska 99775-7000;
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Lehn C, Lihl C, Roßmann A. Change of geographical location from Germany (Bavaria) to USA (Arizona) and its effect on H-C-N-S stable isotopes in human hair. ISOTOPES IN ENVIRONMENTAL AND HEALTH STUDIES 2015; 51:68-79. [PMID: 25563932 DOI: 10.1080/10256016.2014.995645] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
To receive information about the duration of a person's stay abroad related to those questions in forensics, stable isotopes of H-C-N-S were analysed in beard hair samples from four young soldiers, who went from Fürstenfeldbruck (Bavaria, Germany) to Phoenix (Arizona, USA) on the same date for their pilot training over a time period of 3 months. All study subjects were almost of the same age, had similar physical constitutions and stayed at the same military bases for the whole study period. However, the results showed considerable individual variabilities. In Arizona, hair δ(13)C increased by 2.3‰ (±0.6) and δ(34)S decreased by 1.8‰ (±1.2). No remarkable shifts of hair δ(15)N and δ(2)H were observed. Significant shifts of δ(13)C or δ(34)S in the shaved beard hair samples occurred 8 or 9 days after arrival in Arizona, respectively. The time lag to receive the isotope signals in hair due to US diet correspond to the growth period that hair needs to cover the distance of 2-3 mm from its root to the surface of the skin. This implies that isotopic changes due to the consumption of food and drinks were incorporated almost immediately into the hair protein. Consequently, if connected with an isotopic change of the diet, short-term stays for only a few days might be clearly recognizable within the first millimetres of a scalp hair strand which includes the hair roots.
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Affiliation(s)
- Christine Lehn
- a Department of Forensic Medicine , Ludwig-Maximilians University , Munich , Germany
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Font L, van der Peijl G, van Leuwen C, van Wetten I, Davies GR. Identification of the geographical place of origin of an unidentified individual by multi-isotope analysis. Sci Justice 2015; 55:34-42. [DOI: 10.1016/j.scijus.2014.06.011] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2013] [Revised: 06/13/2014] [Accepted: 06/27/2014] [Indexed: 10/25/2022]
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Patel PS, Cooper AJM, O'Connell TC, Kuhnle GGC, Kneale CK, Mulligan AM, Luben RN, Brage S, Khaw KT, Wareham NJ, Forouhi NG. Serum carbon and nitrogen stable isotopes as potential biomarkers of dietary intake and their relation with incident type 2 diabetes: the EPIC-Norfolk study. Am J Clin Nutr 2014; 100:708-18. [PMID: 24990425 PMCID: PMC4095667 DOI: 10.3945/ajcn.113.068577] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND Stable-isotope ratios of carbon (¹³C/¹²C, expressed as δ¹³C) and nitrogen (¹⁵N/¹⁴N, or δ¹⁵N) have been proposed as potential nutritional biomarkers to distinguish between meat, fish, and plant-based foods. OBJECTIVE The objective was to investigate dietary correlates of δ¹³C and δ¹⁵N and examine the association of these biomarkers with incident type 2 diabetes in a prospective study. DESIGN Serum δ¹³C and δ¹⁵N (‰) were measured by using isotope ratio mass spectrometry in a case-cohort study (n = 476 diabetes cases; n = 718 subcohort) nested within the European Prospective Investigation into Cancer and Nutrition (EPIC)-Norfolk population-based cohort. We examined dietary (food-frequency questionnaire) correlates of δ¹³C and δ¹⁵N in the subcohort. HRs and 95% CIs were estimated by using Prentice-weighted Cox regression. RESULTS Mean (±SD) δ¹³C and δ¹⁵N were -22.8 ± 0.4‰ and 10.2 ± 0.4‰, respectively, and δ¹³C (r = 0.22) and δ¹⁵N (r = 0.20) were positively correlated (P < 0.001) with fish protein intake. Animal protein was not correlated with δ¹³C but was significantly correlated with δ¹⁵N (dairy protein: r = 0.11; meat protein: r = 0.09; terrestrial animal protein: r = 0.12, P ≤ 0.013). δ¹³C was inversely associated with diabetes in adjusted analyses (HR per tertile: 0.74; 95% CI: 0.65, 0.83; P-trend < 0.001], whereas δ¹⁵N was positively associated (HR: 1.23; 95% CI: 1.09, 1.38; P-trend = 0.001). CONCLUSIONS The isotope ratios δ¹³C and δ¹⁵N may both serve as potential biomarkers of fish protein intake, whereas only δ¹⁵N may reflect broader animal-source protein intake in a European population. The inverse association of δ¹³C but a positive association of δ¹⁵N with incident diabetes should be interpreted in the light of knowledge of dietary intake and may assist in identifying dietary components that are associated with health risks and benefits.
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Affiliation(s)
- Pinal S Patel
- From the MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Institute of Metabolic Science, Cambridge Biomedical Campus, Cambridge, United Kingdom (PSP, AJMC, SB, NJW, and NGF); the Department of Archaeology & Anthropology, University of Cambridge, Downing Street, Cambridge, United Kingdom (TCO); the McDonald Institute for Archaeological Research, University of Cambridge, Downing Street, Cambridge, United Kingdom (TCO and CKK); the University of Reading, Reading, United Kingdom (GGCK); and the Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom (AMM, RNL, K-TK, and GGCK)
| | - Andrew J M Cooper
- From the MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Institute of Metabolic Science, Cambridge Biomedical Campus, Cambridge, United Kingdom (PSP, AJMC, SB, NJW, and NGF); the Department of Archaeology & Anthropology, University of Cambridge, Downing Street, Cambridge, United Kingdom (TCO); the McDonald Institute for Archaeological Research, University of Cambridge, Downing Street, Cambridge, United Kingdom (TCO and CKK); the University of Reading, Reading, United Kingdom (GGCK); and the Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom (AMM, RNL, K-TK, and GGCK)
| | - Tamsin C O'Connell
- From the MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Institute of Metabolic Science, Cambridge Biomedical Campus, Cambridge, United Kingdom (PSP, AJMC, SB, NJW, and NGF); the Department of Archaeology & Anthropology, University of Cambridge, Downing Street, Cambridge, United Kingdom (TCO); the McDonald Institute for Archaeological Research, University of Cambridge, Downing Street, Cambridge, United Kingdom (TCO and CKK); the University of Reading, Reading, United Kingdom (GGCK); and the Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom (AMM, RNL, K-TK, and GGCK)
| | - Gunter G C Kuhnle
- From the MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Institute of Metabolic Science, Cambridge Biomedical Campus, Cambridge, United Kingdom (PSP, AJMC, SB, NJW, and NGF); the Department of Archaeology & Anthropology, University of Cambridge, Downing Street, Cambridge, United Kingdom (TCO); the McDonald Institute for Archaeological Research, University of Cambridge, Downing Street, Cambridge, United Kingdom (TCO and CKK); the University of Reading, Reading, United Kingdom (GGCK); and the Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom (AMM, RNL, K-TK, and GGCK)
| | - Catherine K Kneale
- From the MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Institute of Metabolic Science, Cambridge Biomedical Campus, Cambridge, United Kingdom (PSP, AJMC, SB, NJW, and NGF); the Department of Archaeology & Anthropology, University of Cambridge, Downing Street, Cambridge, United Kingdom (TCO); the McDonald Institute for Archaeological Research, University of Cambridge, Downing Street, Cambridge, United Kingdom (TCO and CKK); the University of Reading, Reading, United Kingdom (GGCK); and the Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom (AMM, RNL, K-TK, and GGCK)
| | - Angela M Mulligan
- From the MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Institute of Metabolic Science, Cambridge Biomedical Campus, Cambridge, United Kingdom (PSP, AJMC, SB, NJW, and NGF); the Department of Archaeology & Anthropology, University of Cambridge, Downing Street, Cambridge, United Kingdom (TCO); the McDonald Institute for Archaeological Research, University of Cambridge, Downing Street, Cambridge, United Kingdom (TCO and CKK); the University of Reading, Reading, United Kingdom (GGCK); and the Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom (AMM, RNL, K-TK, and GGCK)
| | - Robert N Luben
- From the MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Institute of Metabolic Science, Cambridge Biomedical Campus, Cambridge, United Kingdom (PSP, AJMC, SB, NJW, and NGF); the Department of Archaeology & Anthropology, University of Cambridge, Downing Street, Cambridge, United Kingdom (TCO); the McDonald Institute for Archaeological Research, University of Cambridge, Downing Street, Cambridge, United Kingdom (TCO and CKK); the University of Reading, Reading, United Kingdom (GGCK); and the Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom (AMM, RNL, K-TK, and GGCK)
| | - Soren Brage
- From the MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Institute of Metabolic Science, Cambridge Biomedical Campus, Cambridge, United Kingdom (PSP, AJMC, SB, NJW, and NGF); the Department of Archaeology & Anthropology, University of Cambridge, Downing Street, Cambridge, United Kingdom (TCO); the McDonald Institute for Archaeological Research, University of Cambridge, Downing Street, Cambridge, United Kingdom (TCO and CKK); the University of Reading, Reading, United Kingdom (GGCK); and the Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom (AMM, RNL, K-TK, and GGCK)
| | - Kay-Tee Khaw
- From the MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Institute of Metabolic Science, Cambridge Biomedical Campus, Cambridge, United Kingdom (PSP, AJMC, SB, NJW, and NGF); the Department of Archaeology & Anthropology, University of Cambridge, Downing Street, Cambridge, United Kingdom (TCO); the McDonald Institute for Archaeological Research, University of Cambridge, Downing Street, Cambridge, United Kingdom (TCO and CKK); the University of Reading, Reading, United Kingdom (GGCK); and the Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom (AMM, RNL, K-TK, and GGCK)
| | - Nicholas J Wareham
- From the MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Institute of Metabolic Science, Cambridge Biomedical Campus, Cambridge, United Kingdom (PSP, AJMC, SB, NJW, and NGF); the Department of Archaeology & Anthropology, University of Cambridge, Downing Street, Cambridge, United Kingdom (TCO); the McDonald Institute for Archaeological Research, University of Cambridge, Downing Street, Cambridge, United Kingdom (TCO and CKK); the University of Reading, Reading, United Kingdom (GGCK); and the Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom (AMM, RNL, K-TK, and GGCK)
| | - Nita G Forouhi
- From the MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Institute of Metabolic Science, Cambridge Biomedical Campus, Cambridge, United Kingdom (PSP, AJMC, SB, NJW, and NGF); the Department of Archaeology & Anthropology, University of Cambridge, Downing Street, Cambridge, United Kingdom (TCO); the McDonald Institute for Archaeological Research, University of Cambridge, Downing Street, Cambridge, United Kingdom (TCO and CKK); the University of Reading, Reading, United Kingdom (GGCK); and the Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom (AMM, RNL, K-TK, and GGCK)
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