{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,17]],"date-time":"2026-07-17T10:24:17Z","timestamp":1784283857018,"version":"3.55.0"},"update-to":[{"DOI":"10.1371\/journal.pgen.1011575","type":"new_version","label":"New version","source":"publisher","updated":{"date-parts":[[2025,3,18]],"date-time":"2025-03-18T00:00:00Z","timestamp":1742256000000}}],"reference-count":58,"publisher":"Public Library of Science (PLoS)","issue":"3","license":[{"start":{"date-parts":[[2025,3,10]],"date-time":"2025-03-10T00:00:00Z","timestamp":1741564800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/100009633","name":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","doi-asserted-by":"publisher","award":["R01HD101669"],"award-info":[{"award-number":["R01HD101669"]}],"id":[{"id":"10.13039\/100009633","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000861","name":"Burroughs Wellcome Fund","doi-asserted-by":"publisher","award":["10172896"],"award-info":[{"award-number":["10172896"]}],"id":[{"id":"10.13039\/100000861","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000865","name":"Bill and Melinda Gates Foundation","doi-asserted-by":"publisher","award":["OPP1175128"],"award-info":[{"award-number":["OPP1175128"]}],"id":[{"id":"10.13039\/100000865","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100011636","name":"March of Dimes Prematurity Research Center Ohio Collaborative","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100011636","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100007172","name":"Cincinnati Children's Hospital Medical Center","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100007172","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Research council of Norway","award":["22962"],"award-info":[{"award-number":["22962"]}]},{"DOI":"10.13039\/501100005416","name":"Research Council of Norway","doi-asserted-by":"crossref","award":["22327"],"award-info":[{"award-number":["22327"]}],"id":[{"id":"10.13039\/501100005416","id-type":"DOI","asserted-by":"crossref"}]},{"name":"Jane and Dan Olsson Foundations","award":["None"],"award-info":[{"award-number":["None"]}]},{"DOI":"10.13039\/501100006310","name":"Swedish Medical Research Council","doi-asserted-by":"crossref","award":["None"],"award-info":[{"award-number":["None"]}],"id":[{"id":"10.13039\/501100006310","id-type":"DOI","asserted-by":"crossref"}]},{"name":"Swedish government grants","award":["ALFGBG-717501; ALFGBG-507701; ALFGBG-426411"],"award-info":[{"award-number":["ALFGBG-717501; ALFGBG-507701; ALFGBG-426411"]}]},{"name":"Norwegian Research Council\/FUGE","award":["151918\/S10; FRI-MEDBIO 249779"],"award-info":[{"award-number":["151918\/S10; FRI-MEDBIO 249779"]}]},{"name":"UK Medical Research Council and Wellcome Trust","award":["102215\/2\/13\/2"],"award-info":[{"award-number":["102215\/2\/13\/2"]}]}],"content-domain":{"domain":["www.plosgenetics.org"],"crossmark-restriction":false},"short-container-title":["PLoS Genet"],"abstract":"<jats:p>\n                    Genotype-based approaches for the estimation of SNP-based narrow-sense heritability (\n                    <jats:inline-formula id=\"pgen.1011575.e001\">\n                      <jats:alternatives>\n                        <jats:graphic xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"pgen.1011575.e001g\" mimetype=\"image\" position=\"anchor\" xlink:href=\"info:doi\/10.1371\/journal.pgen.1011575.e001\" xlink:type=\"simple\"\/>\n                        <mml:math xmlns:mml=\"http:\/\/www.w3.org\/1998\/Math\/MathML\" display=\"inline\" id=\"M1\">\n                          <mml:mrow>\n                            <mml:msup>\n                              <mml:mrow>\n                                <mml:mover accent=\"true\">\n                                  <mml:mtext>h<\/mml:mtext>\n                                  <mml:mo stretchy=\"true\">^<\/mml:mo>\n                                <\/mml:mover>\n                              <\/mml:mrow>\n                              <mml:mn>2<\/mml:mn>\n                            <\/mml:msup>\n                          <\/mml:mrow>\n                        <\/mml:math>\n                      <\/jats:alternatives>\n                    <\/jats:inline-formula>\n                    ) have limited utility in pregnancy-related outcomes due to confounding by the shared alleles between mother and child. Here, we propose a haplotype-based approach to estimate the genetic variance attributable to three haplotypes - maternal transmitted (\n                    <jats:inline-formula id=\"pgen.1011575.e002\">\n                      <jats:alternatives>\n                        <jats:graphic xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"pgen.1011575.e002g\" mimetype=\"image\" position=\"anchor\" xlink:href=\"info:doi\/10.1371\/journal.pgen.1011575.e002\" xlink:type=\"simple\"\/>\n                        <mml:math xmlns:mml=\"http:\/\/www.w3.org\/1998\/Math\/MathML\" display=\"inline\" id=\"M2\">\n                          <mml:mrow>\n                            <mml:msubsup>\n                              <mml:mrow>\n                                <mml:mover accent=\"true\">\n                                  <mml:mtext>h<\/mml:mtext>\n                                  <mml:mo stretchy=\"true\">^<\/mml:mo>\n                                <\/mml:mover>\n                              <\/mml:mrow>\n                              <mml:mrow>\n                                <mml:mtext>m1<\/mml:mtext>\n                              <\/mml:mrow>\n                              <mml:mn>2<\/mml:mn>\n                            <\/mml:msubsup>\n                          <\/mml:mrow>\n                        <\/mml:math>\n                      <\/jats:alternatives>\n                    <\/jats:inline-formula>\n                    ), maternal non-transmitted (\n                    <jats:inline-formula id=\"pgen.1011575.e003\">\n                      <jats:alternatives>\n                        <jats:graphic xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"pgen.1011575.e003g\" mimetype=\"image\" position=\"anchor\" xlink:href=\"info:doi\/10.1371\/journal.pgen.1011575.e003\" xlink:type=\"simple\"\/>\n                        <mml:math xmlns:mml=\"http:\/\/www.w3.org\/1998\/Math\/MathML\" display=\"inline\" id=\"M3\">\n                          <mml:mrow>\n                            <mml:msubsup>\n                              <mml:mrow>\n                                <mml:mover accent=\"true\">\n                                  <mml:mtext>h<\/mml:mtext>\n                                  <mml:mo stretchy=\"true\">^<\/mml:mo>\n                                <\/mml:mover>\n                              <\/mml:mrow>\n                              <mml:mrow>\n                                <mml:mtext>m2<\/mml:mtext>\n                              <\/mml:mrow>\n                              <mml:mn>2<\/mml:mn>\n                            <\/mml:msubsup>\n                          <\/mml:mrow>\n                        <\/mml:math>\n                      <\/jats:alternatives>\n                    <\/jats:inline-formula>\n                    ) and paternal transmitted (\n                    <jats:inline-formula id=\"pgen.1011575.e004\">\n                      <jats:alternatives>\n                        <jats:graphic xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"pgen.1011575.e004g\" mimetype=\"image\" position=\"anchor\" xlink:href=\"info:doi\/10.1371\/journal.pgen.1011575.e004\" xlink:type=\"simple\"\/>\n                        <mml:math xmlns:mml=\"http:\/\/www.w3.org\/1998\/Math\/MathML\" display=\"inline\" id=\"M4\">\n                          <mml:mrow>\n                            <mml:msubsup>\n                              <mml:mrow>\n                                <mml:mover accent=\"true\">\n                                  <mml:mtext>h<\/mml:mtext>\n                                  <mml:mo stretchy=\"true\">^<\/mml:mo>\n                                <\/mml:mover>\n                              <\/mml:mrow>\n                              <mml:mrow>\n                                <mml:mtext>p1<\/mml:mtext>\n                              <\/mml:mrow>\n                              <mml:mn>2<\/mml:mn>\n                            <\/mml:msubsup>\n                          <\/mml:mrow>\n                        <\/mml:math>\n                      <\/jats:alternatives>\n                    <\/jats:inline-formula>\n                    ) in mother-child pairs. We show through extensive simulations that our haplotype-based approach outperforms the conventional and contemporary approaches for resolving the contribution of maternal and fetal effects, particularly when m1 and p1 have different effects in the offspring. We apply this approach to estimate the explicit and relative maternal-fetal genetic contribution to the phenotypic variance of gestational duration and gestational duration-adjusted fetal size measurements at birth in 10,375 mother-child pairs. The results reveal that variance of gestational duration is mainly attributable to m1 and m2 (\n                    <jats:inline-formula id=\"pgen.1011575.e005\">\n                      <jats:alternatives>\n                        <jats:graphic xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"pgen.1011575.e005g\" mimetype=\"image\" position=\"anchor\" xlink:href=\"info:doi\/10.1371\/journal.pgen.1011575.e005\" xlink:type=\"simple\"\/>\n                        <mml:math xmlns:mml=\"http:\/\/www.w3.org\/1998\/Math\/MathML\" display=\"inline\" id=\"M5\">\n                          <mml:mrow>\n                            <mml:msubsup>\n                              <mml:mrow>\n                                <mml:mover accent=\"true\">\n                                  <mml:mtext>h<\/mml:mtext>\n                                  <mml:mo stretchy=\"true\">^<\/mml:mo>\n                                <\/mml:mover>\n                              <\/mml:mrow>\n                              <mml:mrow>\n                                <mml:mtext>m1<\/mml:mtext>\n                              <\/mml:mrow>\n                              <mml:mn>2<\/mml:mn>\n                            <\/mml:msubsup>\n                            <mml:mo>=<\/mml:mo>\n                            <mml:mn>17.3<\/mml:mn>\n                            <mml:mtext>%<\/mml:mtext>\n                            <mml:mo>,<\/mml:mo>\n                            <mml:mtext>S<\/mml:mtext>\n                            <mml:mo>.<\/mml:mo>\n                            <mml:mtext>E<\/mml:mtext>\n                            <mml:mo>.<\/mml:mo>\n                            <mml:mo>=<\/mml:mo>\n                            <mml:mn>5.2<\/mml:mn>\n                            <mml:mtext>%<\/mml:mtext>\n                            <mml:mo>;<\/mml:mo>\n                            <mml:mtext\/>\n                            <mml:msubsup>\n                              <mml:mrow>\n                                <mml:mover accent=\"true\">\n                                  <mml:mtext>h<\/mml:mtext>\n                                  <mml:mo stretchy=\"true\">^<\/mml:mo>\n                                <\/mml:mover>\n                              <\/mml:mrow>\n                              <mml:mrow>\n                                <mml:mtext>m2<\/mml:mtext>\n                              <\/mml:mrow>\n                              <mml:mn>2<\/mml:mn>\n                            <\/mml:msubsup>\n                            <mml:mo>=<\/mml:mo>\n                            <mml:mn>12.2<\/mml:mn>\n                            <mml:mtext>%<\/mml:mtext>\n                            <mml:mo>,<\/mml:mo>\n                            <mml:mtext>S<\/mml:mtext>\n                            <mml:mo>.<\/mml:mo>\n                            <mml:mtext>E<\/mml:mtext>\n                            <mml:mo>.<\/mml:mo>\n                            <mml:mtext\/>\n                            <mml:mo>=<\/mml:mo>\n                            <mml:mn>5.2<\/mml:mn>\n                            <mml:mtext>%<\/mml:mtext>\n                            <mml:mo>;<\/mml:mo>\n                            <mml:mtext\/>\n                            <mml:msubsup>\n                              <mml:mrow>\n                                <mml:mover accent=\"true\">\n                                  <mml:mtext>h<\/mml:mtext>\n                                  <mml:mo stretchy=\"true\">^<\/mml:mo>\n                                <\/mml:mover>\n                              <\/mml:mrow>\n                              <mml:mrow>\n                                <mml:mtext>p1<\/mml:mtext>\n                              <\/mml:mrow>\n                              <mml:mn>2<\/mml:mn>\n                            <\/mml:msubsup>\n                            <mml:mo>=<\/mml:mo>\n                            <mml:mn>0.0<\/mml:mn>\n                            <mml:mtext>%<\/mml:mtext>\n                            <mml:mo>,<\/mml:mo>\n                            <mml:mtext>S<\/mml:mtext>\n                            <mml:mo>.<\/mml:mo>\n                            <mml:mtext>E<\/mml:mtext>\n                            <mml:mo>.<\/mml:mo>\n                            <mml:mo>=<\/mml:mo>\n                            <mml:mn>5.0<\/mml:mn>\n                            <mml:mtext>%<\/mml:mtext>\n                          <\/mml:mrow>\n                        <\/mml:math>\n                      <\/jats:alternatives>\n                    <\/jats:inline-formula>\n                    ). In contrast, variance of fetal size measurements at birth are mainly attributable to m1 and p1 (\n                    <jats:inline-formula id=\"pgen.1011575.e006\">\n                      <jats:alternatives>\n                        <jats:graphic xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"pgen.1011575.e006g\" mimetype=\"image\" position=\"anchor\" xlink:href=\"info:doi\/10.1371\/journal.pgen.1011575.e006\" xlink:type=\"simple\"\/>\n                        <mml:math xmlns:mml=\"http:\/\/www.w3.org\/1998\/Math\/MathML\" display=\"inline\" id=\"M6\">\n                          <mml:mrow>\n                            <mml:msubsup>\n                              <mml:mrow>\n                                <mml:mover accent=\"true\">\n                                  <mml:mtext>h<\/mml:mtext>\n                                  <mml:mo stretchy=\"true\">^<\/mml:mo>\n                                <\/mml:mover>\n                              <\/mml:mrow>\n                              <mml:mrow>\n                                <mml:mtext>m1<\/mml:mtext>\n                              <\/mml:mrow>\n                              <mml:mn>2<\/mml:mn>\n                            <\/mml:msubsup>\n                            <mml:mo>=<\/mml:mo>\n                            <mml:mn>18.6<\/mml:mn>\n                            <mml:mo>\u2212<\/mml:mo>\n                            <mml:mn>36.4<\/mml:mn>\n                            <mml:mtext>%<\/mml:mtext>\n                            <mml:mo>,<\/mml:mo>\n                            <mml:msubsup>\n                              <mml:mrow>\n                                <mml:mover accent=\"true\">\n                                  <mml:mtext>h<\/mml:mtext>\n                                  <mml:mo stretchy=\"true\">^<\/mml:mo>\n                                <\/mml:mover>\n                              <\/mml:mrow>\n                              <mml:mrow>\n                                <mml:mtext>m2<\/mml:mtext>\n                              <\/mml:mrow>\n                              <mml:mn>2<\/mml:mn>\n                            <\/mml:msubsup>\n                            <mml:mo>=<\/mml:mo>\n                            <mml:mn>0.0<\/mml:mn>\n                            <mml:mo>\u2212<\/mml:mo>\n                            <mml:mn>5.2<\/mml:mn>\n                            <mml:mtext>% and<\/mml:mtext>\n                            <mml:msubsup>\n                              <mml:mrow>\n                                <mml:mover accent=\"true\">\n                                  <mml:mtext>h<\/mml:mtext>\n                                  <mml:mo stretchy=\"true\">^<\/mml:mo>\n                                <\/mml:mover>\n                              <\/mml:mrow>\n                              <mml:mrow>\n                                <mml:mtext>p1<\/mml:mtext>\n                              <\/mml:mrow>\n                              <mml:mn>2<\/mml:mn>\n                            <\/mml:msubsup>\n                            <mml:mo>=<\/mml:mo>\n                            <mml:mn>4.4<\/mml:mn>\n                            <mml:mo>\u2212<\/mml:mo>\n                            <mml:mn>13.6<\/mml:mn>\n                            <mml:mtext>%<\/mml:mtext>\n                          <\/mml:mrow>\n                        <\/mml:math>\n                      <\/jats:alternatives>\n                    <\/jats:inline-formula>\n                    ). Our results suggest that gestational duration and fetal size measurements are primarily genetically determined by the maternal and fetal genomes, respectively. In addition, a greater contribution of m1 as compared to m2 and p1 (\n                    <jats:inline-formula id=\"pgen.1011575.e007\">\n                      <jats:alternatives>\n                        <jats:graphic xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"pgen.1011575.e007g\" mimetype=\"image\" position=\"anchor\" xlink:href=\"info:doi\/10.1371\/journal.pgen.1011575.e007\" xlink:type=\"simple\"\/>\n                        <mml:math xmlns:mml=\"http:\/\/www.w3.org\/1998\/Math\/MathML\" display=\"inline\" id=\"M7\">\n                          <mml:mrow>\n                            <mml:msubsup>\n                              <mml:mrow>\n                                <mml:mover accent=\"true\">\n                                  <mml:mtext>h<\/mml:mtext>\n                                  <mml:mo stretchy=\"true\">^<\/mml:mo>\n                                <\/mml:mover>\n                              <\/mml:mrow>\n                              <mml:mrow>\n                                <mml:mtext>m1<\/mml:mtext>\n                              <\/mml:mrow>\n                              <mml:mn>2<\/mml:mn>\n                            <\/mml:msubsup>\n                            <mml:mo>\u2212<\/mml:mo>\n                            <mml:msubsup>\n                              <mml:mrow>\n                                <mml:mover accent=\"true\">\n                                  <mml:mtext>h<\/mml:mtext>\n                                  <mml:mo stretchy=\"true\">^<\/mml:mo>\n                                <\/mml:mover>\n                              <\/mml:mrow>\n                              <mml:mrow>\n                                <mml:mtext>m2<\/mml:mtext>\n                              <\/mml:mrow>\n                              <mml:mn>2<\/mml:mn>\n                            <\/mml:msubsup>\n                            <mml:mo>\u2212<\/mml:mo>\n                            <mml:msubsup>\n                              <mml:mrow>\n                                <mml:mover accent=\"true\">\n                                  <mml:mtext>h<\/mml:mtext>\n                                  <mml:mo stretchy=\"true\">^<\/mml:mo>\n                                <\/mml:mover>\n                              <\/mml:mrow>\n                              <mml:mrow>\n                                <mml:mtext>p1<\/mml:mtext>\n                              <\/mml:mrow>\n                              <mml:mn>2<\/mml:mn>\n                            <\/mml:msubsup>\n                            <mml:mo>&gt;<\/mml:mo>\n                            <mml:mn>0<\/mml:mn>\n                          <\/mml:mrow>\n                        <\/mml:math>\n                      <\/jats:alternatives>\n                    <\/jats:inline-formula>\n                    ) to birth length and head circumference suggests a substantial influence of correlated maternal-fetal genetic effects on these traits. Our newly developed approach provides a direct and robust alternative for resolving explicit maternal and fetal genetic contributions to the phenotypic variance of pregnancy-related outcomes.\n                  <\/jats:p>","DOI":"10.1371\/journal.pgen.1011575","type":"journal-article","created":{"date-parts":[[2025,3,10]],"date-time":"2025-03-10T13:24:17Z","timestamp":1741613057000},"page":"e1011575","update-policy":"https:\/\/doi.org\/10.1371\/journal.pgen.corrections_policy","source":"Crossref","is-referenced-by-count":2,"title":["Haplotype-based analysis distinguishes maternal-fetal genetic contribution to pregnancy-related outcomes"],"prefix":"10.1371","volume":"21","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7162-1678","authenticated-orcid":true,"given":"Amit K.","family":"Srivastava","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5600-974X","authenticated-orcid":true,"given":"Julius","family":"Juodakis","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3326-266X","authenticated-orcid":true,"given":"Pol","family":"Sole-Navais","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jing","family":"Chen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jonas","family":"Bacelis","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kari","family":"Teramo","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mikko","family":"Hallman","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Pal R.","family":"Nj\u00f8lstad","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"David M.","family":"Evans","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bo","family":"Jacobsson","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Louis J.","family":"Muglia","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0543-2254","authenticated-orcid":true,"given":"Ge","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"340","published-online":{"date-parts":[[2025,3,10]]},"reference":[{"issue":"4","key":"pgen.1011575.ref001","doi-asserted-by":"crossref","first-page":"255","DOI":"10.1038\/nrg2322","article-title":"Heritability in the genomics era--concepts and misconceptions","volume":"9","author":"PM Visscher","year":"2008","journal-title":"Nat Rev Genet"},{"issue":"4","key":"pgen.1011575.ref002","doi-asserted-by":"crossref","first-page":"355","DOI":"10.1038\/ng.546","article-title":"Mixed linear model approach adapted for genome-wide association studies","volume":"42","author":"Z Zhang","year":"2010","journal-title":"Nat Genet"},{"issue":"20","key":"pgen.1011575.ref003","doi-asserted-by":"crossref","first-page":"2349","DOI":"10.1002\/(SICI)1097-0258(19971030)16:20<2349::AID-SIM667>3.0.CO;2-E","article-title":"Using the general linear mixed model to analyse unbalanced repeated measures and longitudinal data","volume":"16","author":"A Cnaan","year":"1997","journal-title":"Stat Med"},{"key":"pgen.1011575.ref004","first-page":"462","volume-title":"Applications of Linear Models in Animal Breeding","author":"CR Henderson","year":"1984"},{"key":"pgen.1011575.ref005","doi-asserted-by":"crossref","first-page":"75","DOI":"10.1146\/annurev-genet-111212-133258","article-title":"Estimation and partition of heritability in human populations using whole-genome analysis methods","volume":"47","author":"AAE Vinkhuyzen","year":"2013","journal-title":"Annu Rev Genet"},{"issue":"4","key":"pgen.1011575.ref006","doi-asserted-by":"crossref","first-page":"e734","DOI":"10.1002\/cpz1.734","article-title":"Heritability estimation approaches utilizing genome-wide data","volume":"3","author":"AK Srivastava","year":"2023","journal-title":"Curr Protoc"},{"issue":"1","key":"pgen.1011575.ref007","doi-asserted-by":"crossref","first-page":"76","DOI":"10.1016\/j.ajhg.2010.11.011","article-title":"GCTA: a tool for genome-wide complex trait analysis","volume":"88","author":"J Yang","year":"2011","journal-title":"Am J Hum 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