{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T15:44:45Z","timestamp":1782920685647,"version":"3.54.5"},"reference-count":45,"publisher":"Frontiers Media SA","license":[{"start":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T00:00:00Z","timestamp":1782864000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["frontiersin.org"],"crossmark-restriction":true},"short-container-title":["Front. Nutr."],"abstract":"<jats:sec>\n                    <jats:title>Background &amp;amp; Aims<\/jats:title>\n                    <jats:p>Iron deficiency anemia (IDA) affects over two billion people, yet up to half of patients show inadequate response to oral iron therapy. We hypothesized that IDA is a primary duodenal mucosal disorder where dysbiosis and immune polarization converge to impair enterocyte iron export. This study integrates mucosal-associated microbiome and transcriptomic profiling to elucidate mechanisms underlying impaired iron handling.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>\n                      Duodenal biopsies from women with IDA (\n                      <jats:italic>n<\/jats:italic>\n                      = 11) and matched controls (\n                      <jats:italic>n<\/jats:italic>\n                      = 9) underwent paired 16S rRNA and RNA-Seq. A Microbial Redox Index (MRI) quantified oxygen-tolerant taxa. Multilayer network modeling linked microbial hubs to epithelial transcriptional remodeling in iron-handling, inflammatory, and barrier-integrity pathways.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>\n                      IDA subjects demonstrated expected hematological deficits (hemoglobin 10.02 \u00b1 0.82 vs. 12.69 \u00b1 0.67 g\/dL; ferritin 10.7 [8.2\u201335.3] vs. 49.7 [28.4\u201358.7] ng\/mL;\n                      <jats:italic>P<\/jats:italic>\n                      &amp;lt; 0.05). Although the overall ratio of oxygen-tolerant to anaerobic taxa was comparable between groups (\n                      <jats:italic>P<\/jats:italic>\n                      = 0.44), IDA was marked by a collapse of homeostatic ecological control. In controls, Group V a\/V b anaerobes showed a strong inverse correlation with Shannon diversity (\n                      <jats:italic>P<\/jats:italic>\n                      = 0.009), indicating a stable, niche-restricting anaerobic core. This relationship was lost in IDA, where both oxygen-tolerant and anaerobic taxa displayed positive correlations with Th17 skewed inflammation (IL17A log2FC = +3.59), hypoxic stress (EGLN3 log2FC = +1.31), and sensitized BMP signaling (BMPR2 log2FC = +0.50). These transcriptomic signatures could reflect a functional ferroportin blockade, as reflected by SLC40A1 mRNA upregulation (log2FC = +1.02) concurrent with a proposed model of post translational ferroportin suppression, despite profound cellular iron starvation (TFRC log2FC = +1.58; SLC11A2 log2FC = +2.2). Together, these features are consistent with a possible enterocyte iron retention phenotype. The lncRNA LOC124902620 emerged as a central regulatory hub linking dysbiosis to iron-handling genes.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusions<\/jats:title>\n                    <jats:p>IDA is a duodenal mucosal disorder where dysbiosis-driven redox shifts and immune activation could support a model of hepcidin associated ferroportin downregulation. This is consistent with a proposed enterocyte iron retention phenotype. Microbial hubs and the LOC124902620 axis are promising targets for precision interventions to restore mucosal iron export.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.3389\/fnut.2026.1836940","type":"journal-article","created":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T14:50:07Z","timestamp":1782917407000},"update-policy":"https:\/\/doi.org\/10.3389\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Duodenal dysbiosis is linked to altered ferroportin related transcriptomics programs in iron deficiency anemia"],"prefix":"10.3389","volume":"13","author":[{"given":"Siwani","family":"Agrawal","sequence":"first","affiliation":[{"name":"Department of Biochemistry, All India Institute of Medical Sciences, Bhubaneswar","place":["Odisha, India"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rishikesh","family":"Dash","sequence":"additional","affiliation":[{"name":"Department of Biochemistry, All India Institute of Medical Sciences, Bhubaneswar","place":["Odisha, India"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Pranav","family":"Jumin","sequence":"additional","affiliation":[{"name":"Department of Biochemistry, All India Institute of Medical Sciences, Bhubaneswar","place":["Odisha, India"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Subash Chandra","family":"Samal","sequence":"additional","affiliation":[{"name":"Department of Gastroenterology, All India Institute of Medical Sciences, Bhubaneswar","place":["Odisha, India"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shaktiprasad","family":"Mishra","sequence":"additional","affiliation":[{"name":"Institute of Life Sciences, Autonomous Institute Under Department of Biotechnology, Government of India, Bhubaneswar","place":["Odisha, India"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sunil Kumar","family":"Raghav","sequence":"additional","affiliation":[{"name":"Institute of Life Sciences, Autonomous Institute Under Department of Biotechnology, Government of India, Bhubaneswar","place":["Odisha, India"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Balakrishnan S.","family":"Ramakrishna","sequence":"additional","affiliation":[{"name":"Institute of Gastroenterology, SRM Institutes of Medical Science","place":["Chennai, India"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Balamurugan","family":"Ramadass","sequence":"additional","affiliation":[{"name":"Department of Biochemistry, All India Institute of Medical Sciences, Bhubaneswar","place":["Odisha, India"]},{"name":"Centre of Excellence for Clinical Microbiome and Research (CCMR), All India Institute of Medical Sciences, Bhubaneswar","place":["Odisha, India"]},{"name":"Adelaide Medical School, Faculty of Health and Medical Sciences, The University of Adelaide, Adelaide","place":["SA, Australia"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1965","published-online":{"date-parts":[[2026,7,1]]},"reference":[{"key":"B1","unstructured":"Geneva\n          World Health Organization\n          The global prevalence of anaemia in 2011\n          \n          2015"},{"key":"B2","doi-asserted-by":"publisher","first-page":"e0117383","DOI":"10.1371\/journal.pone.0117383","article-title":"Ferrous sulfate supplementation causes significant gastrointestinal side-effects in adults: a systematic review and meta-analysis","volume":"10","author":"Tolkien","year":"2015","journal-title":"PLoS ONE"},{"key":"B3","doi-asserted-by":"publisher","first-page":"291","DOI":"10.1185\/03007995.2012.761599","article-title":"Tolerability of different oral iron supplements: a systematic review","volume":"29","author":"Cancelo-Hidalgo","year":"2013","journal-title":"Curr Med Res Opin"},{"key":"B4","doi-asserted-by":"publisher","first-page":"191","DOI":"10.1016\/j.cmet.2005.01.003","article-title":"The iron exporter ferroportin\/Slc40a1 is essential for iron homeostasis","volume":"1","author":"Donovan","year":"2005","journal-title":"Cell Metab"},{"key":"B5","doi-asserted-by":"publisher","DOI":"10.3945\/ajcn.117.155804","article-title":"Current understanding of iron homeostasis","author":"Anderson","year":"2017","journal-title":"Am J Clin Nutr"},{"key":"B6","doi-asserted-by":"publisher","first-page":"511","DOI":"10.1016\/S0140-6736(07)61235-5","article-title":"Nutritional iron deficiency","volume":"370","author":"Zimmermann","year":"2007","journal-title":"Lancet"},{"key":"B7","doi-asserted-by":"publisher","first-page":"1832","DOI":"10.1056\/NEJMra1401038","article-title":"Iron-deficiency anemia","volume":"372","author":"Camaschella","year":"2015","journal-title":"N Engl J Med"},{"key":"B8","doi-asserted-by":"publisher","first-page":"38","DOI":"10.1007\/s002840010257","article-title":"The effects of dietary ferric iron and iron deprivation on the bacterial composition of the mouse intestine","volume":"43","author":"Tompkins","year":"2001","journal-title":"Curr Microbiol"},{"key":"B9","doi-asserted-by":"publisher","first-page":"3503","DOI":"10.1128\/IAI.00602-13","article-title":"Sequestration and scavenging of iron in infection","volume":"81","author":"Parrow","year":"2013","journal-title":"Infect Immun"},{"key":"B10","doi-asserted-by":"publisher","DOI":"10.3945\/ajcn.117.156067","article-title":"The effects of iron fortification and supplementation on the gut microbiome and diarrhea in infants and children: a review","author":"Paganini","year":"2017","journal-title":"Am J Clin Nutr"},{"key":"B11","doi-asserted-by":"publisher","first-page":"609","DOI":"10.1111\/mmi.12709","article-title":"The ins and outs of bacterial iron metabolism","volume":"93","author":"Frawley","year":"2014","journal-title":"Mol Microbiol"},{"key":"B12","doi-asserted-by":"publisher","first-page":"1200688","DOI":"10.3389\/fnut.2023.1200688","article-title":"Predictive association of gut microbiome and NLR in anemic low middle-income population of Odisha- a cross-sectional study","volume":"10","author":"Venugopal","year":"2023","journal-title":"Front Nutr"},{"key":"B13","doi-asserted-by":"publisher","first-page":"33","DOI":"10.1016\/j.jcmgh.2019.07.006","article-title":"The structure and function of the human small intestinal microbiota: current understanding and future directions","volume":"9","author":"Kastl","year":"2020","journal-title":"Cell Mol Gastroenterol Hepatol"},{"key":"B14","doi-asserted-by":"publisher","first-page":"667","DOI":"10.1038\/nri3738","article-title":"Regional specialization within the intestinal immune system","volume":"14","author":"Mowat","year":"2014","journal-title":"Nat Rev Immunol"},{"key":"B15","doi-asserted-by":"publisher","first-page":"1434","DOI":"10.1016\/j.bbamcr.2012.01.014","article-title":"Hepcidin and iron homeostasis","volume":"1823","author":"Ganz","year":"2012","journal-title":"Biochim Biophys Acta Mol Cell Res"},{"key":"B16","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1038\/s12276-018-0126-x","article-title":"Mechanisms regulating intestinal barrier integrity and its pathological implications","volume":"50","author":"Chelakkot","year":"2018","journal-title":"Exp Mol Med"},{"key":"B17","doi-asserted-by":"publisher","first-page":"2090","DOI":"10.1126\/science.1104742","article-title":"Hepcidin regulates cellular iron efflux by binding to ferroportin and inducing its internalization","volume":"306","author":"Nemeth","year":"2004","journal-title":"Science"},{"key":"B18","doi-asserted-by":"publisher","first-page":"839","DOI":"10.1261\/rna.053959.115","article-title":"How many biological replicates are needed in an RNA-seq experiment and which differential expression tool should you use?","volume":"22","author":"Schurch","year":"2016","journal-title":"RNA."},{"key":"B19","doi-asserted-by":"publisher","first-page":"e1","DOI":"10.1093\/nar\/gks808","article-title":"Evaluation of general 16S ribosomal RNA gene PCR primers for classical and next-generation sequencing-based diversity studies","volume":"41","author":"Klindworth","year":"2013","journal-title":"Nucleic Acids Res"},{"key":"B20","unstructured":"Andrews\n              S\n            \n          \n          Cambridge, UK\n          Babraham Bioinformatics, Babraham Institute\n          FastQC: A quality control tool for high throughput sequence data\n          \n          2010"},{"key":"B21","unstructured":"Krueger\n              F\n            \n            \n              James\n              F\n            \n            \n              Ewels\n              P\n            \n            \n              Afyounian\n              E\n            \n            \n              Schuster-Boeckler\n              B\n            \n          \n          Trim Galore!"},{"key":"B22","doi-asserted-by":"publisher","first-page":"257","DOI":"10.1186\/s13059-019-1891-0","article-title":"Improved metagenomic analysis with Kraken 2","volume":"20","author":"Wood","year":"2019","journal-title":"Genome Biol"},{"key":"B23","unstructured":"Oksanen\n              J\n            \n            \n              Blanchet\n              FG\n            \n            \n              Kindt\n              R\n            \n            \n              Legendre\n              P\n            \n            \n              Minchin\n              PR\n            \n            \n              O'Hara\n              RB\n            \n          \n          vegan: Community Ecology Package\n          \n          2012"},{"key":"B24","doi-asserted-by":"publisher","first-page":"8450","DOI":"10.1038\/s41598-022-12431-x","article-title":"Mapping microbiome-redox spectrum and evaluating microbial-redox index in chronic gastritis","volume":"12","author":"Panigrahi","year":"2022","journal-title":"Sci Rep"},{"key":"B25","volume-title":"Bergey's Manual of Systematic Bacteriology","author":"Goodfellow","year":"2025"},{"key":"B26","doi-asserted-by":"publisher","first-page":"R60","DOI":"10.1186\/gb-2011-12-6-r60","article-title":"Metagenomic biomarker discovery and explanation","volume":"12","author":"Segata","year":"2011","journal-title":"Genome Biol"},{"key":"B27","doi-asserted-by":"publisher","first-page":"4027","DOI":"10.1093\/bioinformatics\/btac438","article-title":"microbiomeMarker: an R\/Bioconductor package for microbiome marker identification and visualization","volume":"38","author":"Cao","year":"2022","journal-title":"Bioinformatics"},{"key":"B28","unstructured":"Harrell FE\n              Jr\n            \n            \n              Dupont\n              C\n            \n          \n          Hmisc: Harrell Miscellaneous\n          \n          2019"},{"key":"B29","unstructured":"Wei\n              T\n            \n            \n              Simko\n              V\n            \n          \n          corrplot: Visualization of a Correlation Matrix\n          \n          2017"},{"key":"B30","unstructured":"R\n              Core Team\n            \n          \n          Vienna\n          R Foundation for Statistical Computing\n          R: A language and environment for statistical computing\n          \n          2024"},{"key":"B31","doi-asserted-by":"publisher","first-page":"2114","DOI":"10.1093\/bioinformatics\/btu170","article-title":"Trimmomatic: a flexible trimmer for Illumina sequence data","volume":"30","author":"Bolger","year":"2014","journal-title":"Bioinformatics"},{"key":"B32","doi-asserted-by":"publisher","first-page":"15","DOI":"10.1093\/bioinformatics\/bts635","article-title":"STAR: ultrafast universal RNA-seq aligner","volume":"29","author":"Dobin","year":"2013","journal-title":"Bioinformatics."},{"key":"B33","doi-asserted-by":"publisher","first-page":"550","DOI":"10.1186\/s13059-014-0550-8","article-title":"Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2","volume":"15","author":"Love","year":"2014","journal-title":"Genome Biol"},{"key":"B34","doi-asserted-by":"publisher","first-page":"2498","DOI":"10.1101\/gr.1239303","article-title":"Cytoscape: a software environment for integrated models of biomolecular interaction networks","volume":"13","author":"Shannon","year":"2003","journal-title":"Genome Res"},{"key":"B35","doi-asserted-by":"publisher","first-page":"756321","DOI":"10.3389\/fimmu.2021.756321","article-title":"Desmoglein2 regulates claudin2 expression by sequestering PI-3-kinase in intestinal epithelial cells","volume":"12","author":"Burkard","year":"2021","journal-title":"Front Immunol"},{"key":"B36","unstructured":"Geneva\n          World Health Organization\n          Haemoglobin concentrations for the diagnosis of anaemia and assessment of severity\n          \n          2011"},{"key":"B37","doi-asserted-by":"publisher","first-page":"724","DOI":"10.1038\/s12276-025-01436-x","article-title":"Transferrin receptors","volume":"57","author":"Guo","year":"2025","journal-title":"Exp Mol Med"},{"key":"B38","doi-asserted-by":"publisher","first-page":"197","DOI":"10.1146\/annurev.nutr.28.061807.155521","article-title":"Systemic iron homeostasis and the iron-responsive element\/iron-regulatory protein (IRE\/IRP) regulatory network","volume":"28","author":"Muckenthaler","year":"2008","journal-title":"Annu Rev Nutr"},{"key":"B39","doi-asserted-by":"publisher","first-page":"1926","DOI":"10.1172\/JCI31370","article-title":"Regulation of iron homeostasis by the hypoxia-inducible transcription factors (HIFs)","volume":"117","author":"Peyssonnaux","year":"2007","journal-title":"J Clin Invest."},{"key":"B40","doi-asserted-by":"publisher","first-page":"531","DOI":"10.1038\/ng1777","article-title":"Bone morphogenetic protein signaling by hemojuvelin regulates hepcidin expression","volume":"38","author":"Babitt","year":"2006","journal-title":"Nat Genet"},{"key":"B41","doi-asserted-by":"publisher","first-page":"1271","DOI":"10.1172\/JCI200420945","article-title":"IL-6 mediates hypoferremia of inflammation by inducing the synthesis of the iron regulatory hormone hepcidin","volume":"113","author":"Nemeth","year":"2004","journal-title":"J Clin Invest"},{"key":"B42","doi-asserted-by":"publisher","first-page":"3503","DOI":"10.1128\/IAI.00602-13","article-title":"Sequestration and scavenging of iron in infection","volume":"81","author":"Parrow","year":"2013","journal-title":"Infect Immun"},{"key":"B43","doi-asserted-by":"publisher","first-page":"1011","DOI":"10.1038\/s41385-018-0021-8","article-title":"NADPH oxidases and ROS signaling in the gastrointestinal tract","volume":"11","author":"Aviello","year":"2018","journal-title":"Mucosal Immunol"},{"key":"B44","doi-asserted-by":"publisher","first-page":"472","DOI":"10.1017\/S0007114507825128","article-title":"Dietary inulin affects the expression of intestinal enterocyte iron transporters, receptors and storage protein and alters the microbiota in the pig intestine","volume":"99","author":"Tako","year":"2008","journal-title":"Br J Nutr."},{"key":"B45","first-page":"57","volume-title":"Butyrate and Intestinal Homeostasis: Effects on the Intestinal Microbiota and Epithelial Hypoxia","author":"Bortoluzzi","year":"2022"}],"container-title":["Frontiers in Nutrition"],"original-title":[],"link":[{"URL":"https:\/\/www.frontiersin.org\/articles\/10.3389\/fnut.2026.1836940\/full","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T14:50:32Z","timestamp":1782917432000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.frontiersin.org\/articles\/10.3389\/fnut.2026.1836940\/full"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,7,1]]},"references-count":45,"alternative-id":["10.3389\/fnut.2026.1836940"],"URL":"https:\/\/doi.org\/10.3389\/fnut.2026.1836940","relation":{},"ISSN":["2296-861X"],"issn-type":[{"value":"2296-861X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,7,1]]},"article-number":"1836940"}}