The DOI matches its Crossref record; 26 of the 28 references it cites were found in a registry or an index; 5 of the 25 sources its claims cite were checked for support.
Persistent gut microbiota immaturity in malnourished Bangladeshi children
Open accessAbstract
Therapeutic food interventions have reduced mortality in children with severe acute malnutrition (SAM), but incomplete restoration of healthy growth remains a major problem. The relationships between the type of nutritional intervention, the gut microbiota, and therapeutic responses are unclear. In the current study, bacterial species whose proportional representation define a healthy gut microbiota as it assembles during the first two postnatal years were identified by applying a machine-learning-based approach to 16S ribosomal RNA data sets generated from monthly faecal samples obtained from birth onwards in a cohort of children living in an urban slum of Dhaka, Bangladesh, who exhibited consistently healthy growth. These age-discriminatory bacterial species were incorporated into a model that computes a ‘relative microbiota maturity index’ and ‘microbiota-for-age Z-score’ that compare postnatal assembly (defined here as maturation) of a child’s faecal microbiota relative to healthy children of similar chronologic age. The model was applied to twins and triplets (to test for associations of these indices with genetic and environmental factors, including diarrhoea), children with SAM enrolled in a randomized trial of two food interventions, and children with moderate acute malnutrition. Our results indicate that SAM is associated with significant relative microbiota immaturity that is only partially ameliorated following two widely used nutritional interventions. Immaturity is also evident in less severe forms of malnutrition and correlates with anthropometric measurements. Microbiota maturity indices provide a microbial measure of human postnatal development, a way of classifying malnourished states, and a parameter for judging therapeutic efficacy. More prolonged interventions with existing or new therapeutic foods and/or addition of gut microbes may be needed to achieve enduring repair of gut microbiota immaturity in childhood malnutrition and improve clinical outcomes.
Overview
AI snapshot
Written from the paper’s full text.
TL;DR
A machine-learning model based on age-discriminatory fecal bacterial taxa defines gut microbiota maturation in healthy Bangladeshi children and shows that severe acute malnutrition (SAM) is associated with marked microbiota immaturity that is only partially and transiently improved by two food interventions. The same immaturity is seen in moderate acute malnutrition and correlates with anthropometric status.
Key findings
- A Random Forests model using the top 24 age-discriminatory 97% ID OTUs explained 73% of variance in chronologic age in healthy Bangladeshi children and generalized to independent healthy singleton and twin/triplet validation sets (r² = 0.71 and 0.68, respectively).
- In 64 children with SAM (mean enrollment WHZ −4.2 ± 0.7), relative microbiota maturity and microbiota-for-age Z-scores were significantly lower than in healthy children at enrollment and end of nutritional rehabilitation (Dunnett’s p < 0.0001 for both treatment groups); improvements after RUTF or Khichuri-Halwa were not durable, with regression to significant immaturity beyond 4 months after treatment stopped.
- RUTF and Khichuri-Halwa did not differ significantly in weight gain (10.9 ± 4.6 vs 10.4 ± 5.4 g/kg/day; p = 0.7), and WHZ remained lower than healthy children during follow-up (−2.1 ± 1.2 Khichuri-Halwa; −2.4 ± 0.8 RUTF vs −0.5 ± 1.1 healthy; p < 0.0001).
- In a cross-sectional analysis at 18 months, children with MAM had significantly lower relative microbiota maturity and MAZ scores than healthy children, and these metrics correlated with WHZ (Spearman rho = 0.62 and 0.63; p < 0.001); 220 bacterial taxa differed in SAM vs healthy, with 165 significantly diminished during longer-term follow-up in both treatment groups.
Methods
- Healthy Bangladeshi birth cohorts in Mirpur, Dhaka: 50 children followed monthly for up to ~24 months (25 singletons, 11 twin pairs, 1 triplet set; 996 fecal samples), plus twins/triplets for validation; SAM trial enrolled 64 children aged 6–20 months randomized to imported RUTF (Plumpy’Nut) or locally produced Khichuri-Halwa; MAM analysis used 33 children at 18 months.
- Fecal bacterial communities were profiled by V4-16S rRNA sequencing (1,897 fecal DNA samples total; 1,222 97% ID OTUs passing detection filters), with Random Forests regression against chronologic age to identify age-discriminatory taxa and a sparse 24-taxon model to compute relative microbiota maturity and microbiota-for-age Z-score.
- Associations with clinical/dietary factors used linear mixed models, Dunnett’s post-hoc comparisons, Spearman correlations, and Mann-Whitney/Wilcoxon tests; antibiotic effects were assessed in a subset of nine children with pre-antibiotic samples.
Limitations
- The paper states that most children with SAM could not provide fecal samples before antibiotics, so effects of other antibiotics consumed singly or in combinations could not be measured; it also notes that functional roles of age-discriminatory taxa need clarification and that more clinical studies are needed to test whether microbiota immaturity persists beyond childhood.
- The paper notes that systematic analyses across different populations may show a need for geographic specificity when constructing microbiota-based models or diagnostics.
- Evident from the text: the main findings are associational, sample sizes for some subgroups are small (e.g., nine children with pre-antibiotic samples; 10 children with MAM), and treatment effects on microbiota maturity were not durable, limiting conclusions about causality or long-term therapeutic repair.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
66 Own result · 10 Not checked yet · 8 Own method · 5 Own interpretation · 1 Partly supported · accuracy not yet measured
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Immaturity is also evident in less severe forms of malnutrition and correlates with anthropometric measurements.”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > Abstract
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Our results indicate that SAM is associated with significant relative microbiota immaturity that is only partially ameliorated following two widely used nutritional interventions.”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > Abstract
hedgedcorrelational- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The regression explained 73% of the variance related to chronologic age.”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > Abstract
plaincorrelationaln = 12- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Minimal improvement in predictive performance was observed when including taxa beyond the top 24”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > Abstract
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The model was found to be generalizable to both groups, (r2 = 0.71 and 0.68, respectively)”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > Abstract
plaincorrelationaln = 25- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“bacterial species whose proportional representation define a healthy gut microbiota as it assembles during the first two postnatal years were identified by applying a machine-learning-based approach to 16S rRNA datasets generated from monthly fecal samples obtained from a birth-cohort of children”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > Abstract
plaincorrelational- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Immaturity is also evident in less severe forms of malnutrition and correlates with anthropometric measurements.”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > Abstract
plaincorrelational- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“expansion of our sparse model from 24 to 60 taxa yielded similar results regarding the effects of diarrhea in healthy individuals, MAM and SAM (and its treatment with RUTF and Khichuri-Halwa) on microbiota maturity”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > Prospectus
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: unclear — It is unclear whether the paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The fraction of fecal samples collected from each child where oral antibiotics had been consumed within the prior 7 days was not significantly different between the training and two validation sets (p=0.14; one-way ANOVA; see Extended Data Table 4).”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > Methods > Twins/Triplets birth cohort
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: unclear — It is unclear whether the paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Linear mixed models of these specified environmental factors indicated that ‘diarrhea’, ‘month following diarrhea’ and ‘presence of formula in diet’ have significant effects on relative microbiota maturity, accounting for random effects arising from within-family and within-child dependence in measurements of this maturity metric.”
- Also stated in: § Extended Data · plain
“Diarrhea | -1.98 | 0.51 | 0.0001”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > Extended Data
plaindirectn = 10- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: unclear — It is unclear whether the paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
- Also stated in: § Extended Data · plain
- Probably not a substantial claim. 19
- The quote only partly states this claim. 5
- It may state two separate claims as one. 21
The cited sources support only part of this claim — read each source’s verdict below.
In the paper
“The microbiota/microbiome in turn plays an important role in extracting and metabolizing dietary ingredients9-14.”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > Abstract
What the sources say
- Not checked yetcites [9] Muegge, B. D. et al. Diet drives convergence in gut microbiome functions across mammalian phylogeny and within humans. Science 332, 970–974 (2011) source
- Partly supportedcites [10] Wu, G. D. et al. Linking long-term dietary patterns with gut microbial enterotypes. Science 334, 105–108 (2011) sourceExperimental — accuracy not yet measured
The metabolic-functionality passage (section labeled Abstract; page unavailable) reports diet-associated changes in bacterial gene categories, including lipoic acid metabolism. This supports a link between diet and microbial metabolic functions, but the paper does not show that the microbiota extract dietary ingredients or directly measure their metabolism. (LLM, conf=0.78)
- Supportedcites [11] Yatsunenko, T. et al. Human gut microbiome viewed across age and geography. Nature 486, 222–227 (2012) source
The section on shared functional changes (p. 6) reports microbial genes that metabolize dietary folate. The section on adult microbiomes (p. 9) describes enzymes that degrade dietary starch, amino acids, and sugars, supporting the broader point that gut microbes help extract and metabolize dietary ingredients. (LLM, conf=0.90)
- Supportedcites [12] Smith, M. I. et al. Gut microbiomes of Malawian twin pairs discordant for kwashiorkor. Science 339, 548–554 (2013) source
In “Metabolic profiles associated with kwashiorkor” (page not specified), mice carrying different gut microbiota showed different metabolic responses to dietary changes. The paper reports increased fermentation products alongside reduced sugars, supporting the broad claim that gut microbiota help metabolize dietary ingredients and extract usable products from them. (LLM, conf=0.87)
- Supportedcites [13] David, L. A. et al. Diet rapidly and reproducibly alters the human gut microbiome. Nature 505, 559–563 (2014) source
The paper’s discussion of fecal metabolites reports products of carbohydrate and amino-acid fermentation and links them to gut bacterial groups. Its abstract also identifies gut bacteria that metabolize dietary plant polysaccharides. Together, these passages support the broad claim that the gut microbiota helps process dietary ingredients. (LLM, conf=0.90)
- Partly supportedcites [14] Tang, W. H. W. et al. Intestinal microbial metabolism of phosphatidylcholine and cardiovascular risk. N. Engl. J. Med. 368, 1575–1584 (2013) sourceExperimental — accuracy not yet measured
The Discussion describes intestinal microbiota converting the choline component of dietary phosphatidylcholine into trimethylamine, supporting the dietary-metabolism part of the claim. Our copy does not address whether microbiota help extract dietary ingredients, so it does not support that part of the broader statement. (LLM, conf=0.82)
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“improvement in this metric was short-lived for the RUTF and Khichuri-Halwa groups, with regression to significant immaturity relative to healthy children beyond four months after treatment was stopped”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > The effects of SAM on microbiota maturity
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
The quote only partly states this claim.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Monozygotic (MZ) twins were not significantly more correlated in their maturity profiles compared to dizygotic (DZ) twins, and within the set of triplets, the two MZ siblings were not more correlated than their fraternal sibling”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > Abstract
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“WHZ scores are significantly inversely correlated with relative microbiota maturity (panel a) and MAZ scores (panel b) in a cross-sectional analysis of 33 children at 18 months of age who were above and below the anthropometric threshold for MAM (Spearman rho = 0.62 and 0.63, respectively; ***, p < 0.001).”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > Extended Data
plaincorrelationaln = 33- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“In the Khichuri-Halwa group, relative microbiota maturity and MAZ scores improved following treatment, but subsequently regressed, exhibiting significant differences relative to healthy children at 2-3 months, and >4 months after cessation of treatment”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > The effects of SAM on microbiota maturity
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Diarrhea | -0.44 | 0.15 | 0.0028”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > Extended Data
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: unclear — It is unclear whether the paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
The quote only partly states this claim.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The reduced bacterial diversity associated with SAM persisted after Khichuri-Halwa and only transiently improved with RUTF”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > The effects of SAM on microbiota maturity
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Month following Diarrhea | -0.37 | 0.16 | 0.0247”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > Extended Data
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: unclear — It is unclear whether the paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
The quote only partly states this claim.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Comparing children with MAM to those defined as healthy revealed significantly lower relative microbiota maturity, MAZ scores and differences in the relative abundances of age-discriminatory taxa in the malnourished group”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > The effects of SAM on microbiota maturity
plaincorrelationaln = 10- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“We identified a total of 220 bacterial taxa that were significantly different in their proportional representation in the fecal microbiota of children with SAM compared to healthy; 165 of these 220 97%ID OTUs were significantly diminished in the microbiota of children with SAM during the longer term follow-up period in both treatment groups”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > The effects of SAM on microbiota maturity
plaincorrelational- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Three of these 97%ID OTUs are members of the top 24 age-discriminatory taxa (blue) and belong to the genus Bifidobacterium.”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > Extended Data
plainn = 3- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“opposing changes in the relative abundance of Streptococcaceae and Enterobacteriaceae were readily apparent”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > The effects of SAM on microbiota maturity
plaincorrelationaln = 9- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Antibiotics | RUTF | -0.37 | 0.81 | 0.65”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > Extended Data
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: unclear — It is unclear whether the paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one. The quote only partly states this claim.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Maturity was significantly decreased in fecal samples obtained during and one month following diarrheal episodes (p<0.001 and p<0.01 respectively) but not beyond that period”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > Abstract
plaincorrelational- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: unclear — It is unclear whether the paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“compared to healthy, SAM was associated with significant microbiota immaturity at the time that nutritional rehabilitation was initiated and at cessation of treatment (Dunnett’s post-hoc test, p<0.0001 for both groups; Fig. 2b)”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > The effects of SAM on microbiota maturity
plaincorrelational- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The relationship between microbiota maturity, MAZ scores and WHZ was significant (Spearman rho=0.62 and 0.63; p<0.001, respectively; Extended Data Fig. 9a,b).”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > The effects of SAM on microbiota maturity
plaincorrelationaln = 23- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“When preantibiotic fecal samples from these nine children were compared to samples collected at the end of all treatment interventions (dietary and antibiotic, 20±9d after admission), no significant differences in microbiota maturity (p=0.7, Wilcoxon), bacterial diversity (or WHZ scores) were found”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > The effects of SAM on microbiota maturity
plainn = 9- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“At enrollment, WHZ scores averaged -4.2±0.7 (mean±SD)”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > The effects of SAM on microbiota maturity
plainn = 4- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Formula | +0.22 | 0.11 | 0.04”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > Extended Data
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“There were no significant differences in the number of diarrheal episodes/year/child and the number of diarrheal days/year/child between the singleton training and validation sets (Student’s t-test, p=0.5).”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > Methods > Twins/Triplets birth cohort
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Enrollment | RUTF | -5.62 | 0.78 | <0.001”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > Extended Data
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one. The quote only partly states this claim.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Children with MAM (WHZ scores lower than -2 SD; grey) have significantly lower relative microbiota maturity (panel a) and MAZ scores (panel b) than healthy individuals (blue).”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > Extended Data
plaincorrelational- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The factors ‘postnatal age’, ‘presence/absence of solid foods’,‘exclusive breastfeeding’, ‘enteropathogen detected by microscopy’, ‘antibiotics’ as well as ‘other periods relative to diarrhea’ had no significant effect.”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > Extended Data
plainn = 10- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: unclear — It is unclear whether the paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
None of the sources cited for this claim have been checked yet.
In the paper
“There is similar lack of clarity about the long-term efficacy of nutritional interventions for MAM7,8.”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > Abstract
What the sources say
- Not checked yetcites [7] Lazzerini, M., Rubert, L. & Pani, P. Specially formulated foods for treating children with moderate acute malnutrition in low- and middle-income countries. Cochrane Database Syst. Rev. CD009584 (2013) source
- Not checked yetcites [8] Prentice, A. M. et al. Critical windows for nutritional interventions against stunting. Am. J. Clin. Nutr. 97, 911–918 (2013) source
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
None of the sources cited for this claim have been checked yet.
In the paper
“Therapeutic food interventions have reduced mortality in children with severe acute malnutrition (SAM) but incomplete restoration of healthy growth remains a major problem1,2.”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > Abstract
What the sources say
- Not checked yetcites [1] Ahmed, T. et al. Mortality in severely malnourished children with diarrhoea and use of a standardised management protocol. Lancet 353, 1919–1922 (1999) source
- Not checked yetcites [2] Ashraf, H. et al. A follow-up experience of 6 months after treatment of children with severe acute malnutrition in Dhaka, Bangladesh. J. Trop. Pediatr. 58, 253–257 (2012) source
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
None of the sources cited for this claim have been checked yet.
In the paper
“although the extent to which this protocol results in long-term restoration of normal growth and development needs to be ascertained through longitudinal studies5,6”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > Abstract
What the sources say
- Not checked yetcites [5] Ahmed, T. & Begum, B. Badiuzzaman, Ali, M. & Fuchs, G. Management of severe malnutrition and diarrhea. Indian J. Pediatr. 68, 45–51 (2001) source
- Not checked yetcites [6] Ahmed, T. et al. P0580 Use of a standardized protocol based on local diet results in satisfactory rates of weight gain of severely malnourished children undergoing nutritional rehabilitation. J. Pediatr. Gastroenterol. Nutr. 39, S277 (2004) source
hedged- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Microbiota maturity indices provide a microbial measure of human postnatal development, a way of classifying malnourished states, and a parameter for judging therapeutic efficacy.”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > Abstract
plaincorrelational- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
In the paper
“A standardized treatment protocol for SAM and its complications has been developed in Bangladesh1.”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > Abstract
What the sources say
- Not checked yetcites [1] Ahmed, T. et al. Mortality in severely malnourished children with diarrhoea and use of a standardised management protocol. Lancet 353, 1919–1922 (1999) source
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
None of the sources cited for this claim have been checked yet.
In the paper
“Food is a major factor that shapes the proportional representation of organisms present in the gut microbial community (microbiota), and its gene content (microbiome).”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > Abstract
What the sources say
- Not checked yetcites [9] Muegge, B. D. et al. Diet drives convergence in gut microbiome functions across mammalian phylogeny and within humans. Science 332, 970–974 (2011) source
- Not checked yetcites [10] Wu, G. D. et al. Linking long-term dietary patterns with gut microbial enterotypes. Science 334, 105–108 (2011) source
- Not checked yetcites [11] Yatsunenko, T. et al. Human gut microbiome viewed across age and geography. Nature 486, 222–227 (2012) source
- Not checked yetcites [12] Smith, M. I. et al. Gut microbiomes of Malawian twin pairs discordant for kwashiorkor. Science 339, 548–554 (2013) source
- Not checked yetcites [13] David, L. A. et al. Diet rapidly and reproducibly alters the human gut microbiome. Nature 505, 559–563 (2014) source
- Not checked yetcites [14] Tang, W. H. W. et al. Intestinal microbial metabolism of phosphatidylcholine and cardiovascular risk. N. Engl. J. Med. 368, 1575–1584 (2013) source
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
In the paper
“SAM and MAM typically develop between three and 24 months of life4.”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > Abstract
What the sources say
- Not checked yetcites [4] Victora, C. G., de Onis, M., Hallal, P. C., Blössner, M. & Shrimpton, R. Worldwide timing of growth faltering: revisiting implications for interventions. Pediatrics 125, e473–e480 (2010) source
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
What the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“‘Mock’ communities, consisting of mixtures of DNAs isolated from 48 sequenced members of the human gut microbiota combined in one equivalent and two intentionally varied combinations, were included as internal controls in the Illumina MiSeq runs.”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > Methods > Characterizing the bacterial component of the gut microbiota by V4-16S rRNA sequencing
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
What the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“clinical trial NCT01331044”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > Methods > Severe Acute Malnutrition (SAM) study
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
What the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“This survey, approved by the Washington University and icddr,b IRBs”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > Methods > Anthropologic study
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
In the paper
“Epidemiological studies indicate that periods of MAM are associated with progression to SAM, and with stunting which affects >40% of children under the age of five in Bangladesh17.”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > The effects of SAM on microbiota maturity
What the sources say
- Not checked yetcites [17] Dewey, K. G. et al. Infant weight-for-length is positively associated with subsequent linear growth across four different populations. Matern. Child Nutr. 1, 11–20 (2005) source
hedgedcorrelational- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
What the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“we could not, in cases where children were not able to provide pre-intervention fecal samples, measure the effects of other antibiotics, consumed singly or in various combinations, on their metrics of microbiota maturation”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > The effects of SAM on microbiota maturity
hedged- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
None of the sources cited for this claim have been checked yet.
In the paper
“Data from the mock communities were used for diversity and precisionsensitivity analyses employing methods described previously15,23.”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > Methods > Characterizing the bacterial component of the gut microbiota by V4-16S rRNA sequencing
What the sources say
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
What the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“The zygosity of twin pairs and triplets was determined using plasma DNA and a panel of 96 polymorphic SNPs (Center for Inherited Disease Research, Johns Hopkins University).”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > Methods > Twins/Triplets birth cohort
plainn = 11- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
What the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“A sparse model consisting of the top 24 taxa was then trained on the training set of 12 healthy singletons (272 fecal samples). Without any further parameter optimization, this model was validated in other healthy children (13 singletons, 25 twins and triplets) and then applied to samples in children with SAM and MAM.”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > Methods > Defining maturation of the gut microbiota in healthy children using Random Forests
plainn = 272- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. It may state two separate claims as one.
What the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“Children ranged in age from 6 to 20 months of age at the time of enrollment and were randomly assigned to either of the treatment arms.”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > The effects of SAM on microbiota maturity
plainn = 4- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
The paper relies on this without support.
The relationships among nutritional intervention type, gut microbiota, and therapeutic responses are unclear.
“The relationships between the type of nutritional intervention, the gut microbiota, and therapeutic responses are unclear.”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“a sample of children living in an urban slum in Bangladesh with either moderate acute malnutrition or severe acute malnutrition had a gut microbiota that was ‘immature’; meaning discriminatory taxa in their gut communities were more similar to younger rather than age-matched healthy individuals from the same location [165].”
From The athletic gut microbiota (2020) · cites this paper as [165]
In the citing paper
“This ‘immaturity’ was greater in those more severely malnourished with probable physiologic, metabolic, and immunologic consequences [165].”
From The athletic gut microbiota (2020) · cites this paper as [165]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Rated major: it would touch a result — a value a result rests on, reported and recomputed p-values on opposite sides of the significance level, two passages that conflict with no sign which is right, or a cited work retracted before this paper was published.
In the paper
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > The effects of SAM on microbiota maturity
“Within one month of follow-up, both groups had improved significantly.”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > Extended Data
“| < 1 month | Khichuri-Halwa | 0.92 | 0.74 | 0.76 |”
Rated minor: it would not touch a result — a value no result rests on, a p-value that stays on the same side of the significance level, or a conflict that is clerical, resolved elsewhere in the paper, or outside its own findings.
In the paper
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > Extended Data
“WHZ scores are significantly inversely correlated with relative microbiota maturity (panel a) and MAZ scores (panel b)”
§ Persistent Gut Microbiota Immaturity in Malnourished Bangladeshi Children > Extended Data
“Spearman rho = 0.62 and 0.63, respectively”
Citations
Cites
Breiman, L. (2001) · Machine Learning · doi:10.1023/a:1010933404324 · Cited by 133,538
QIIME allows analysis of high-throughput community sequencing data
Caporaso, J. G., Kuczynski, J., Stombaugh, J., Bittinger, K., Bushman, F. D., Costello, E. K., Fierer, N., Peña, A. G., Goodrich, J. K., Gordon, J. I., et al. (2010) · Nature Methods · doi:10.1038/nmeth.f.303 · Cited by 34,887
Self-citationClassification and Regression by randomForest
Liaw, A. I., & Wiener, M. C. (2007) · Cited by 18,594
Diet rapidly and reproducibly alters the human gut microbiome
David, L. A., Maurice, C. F., Carmody, R. N., Gootenberg, D. B., Button, J. E., Wolfe, B. E., Ling, A. V., Devlin, A. S., Varma, Y., Fischbach, M. A., et al. (2014) · Nature · doi:10.1038/nature12820 · Cited by 10,100
Human gut microbiome viewed across age and geography
Yatsunenko, T., Rey, F. E., Manary, M. J., Trehan, I., Dominguez-Bello, M. G., Contreras, M., Magris, M., Hidalgo, G., Baldassano, R. N., Anokhin, A. P., et al. (2012) · Nature · doi:10.1038/nature11053 · Cited by 7,815
Self-citationLinking long-term dietary patterns with gut microbial enterotypes
Wu, G. D., Chen, J., Hoffmann, C., Bittinger, K., Chen, Y.-Y., Keilbaugh, S. A., Bewtra, M., Knights, D., Walters, W. A., Knight, R., et al. (2011) · Science · doi:10.1126/science.1208344 · Cited by 6,513
McDonald, D. T., Price, M. N., Goodrich, J. K., Nawrocki, E. P., DeSantis, T. Z., Probst, A. J., Andersen, G. L., Knight, R. D., & Hugenholtz, P. (2011) · The ISME Journal · doi:10.1038/ismej.2011.139 · Cited by 5,144
Quality-filtering vastly improves diversity estimates from Illumina amplicon sequencing
Bokulich, N. A., Subramanian, S., Faith, J. J., Gevers, D., Gordon, J. I., Knight, R. D., Mills, D. A., & Caporaso, J. G. (2012) · Nature Methods · doi:10.1038/nmeth.2276 · Cited by 4,525
Self-citationIntestinal microbial metabolism of phosphatidylcholine and cardiovascular risk
Tang, W. H. W., Wang, Z., Levison, B. S., Koeth, R. A., Britt, E. B., Fu, X., Wu, Y., & Hazen, S. L. (2013) · New England Journal of Medicine · doi:10.1056/nejmoa1109400 · Cited by 3,400
The Long-Term Stability of the Human Gut Microbiota
Faith, J. J., Guruge, J. L., Charbonneau, M., Subramanian, S., Seedorf, H., Goodman, A. L., Clemente, J. C., Knight, R., Heath, A. C., Leibel, R. L., et al. (2013) · Science · doi:10.1126/science.1237439 · Cited by 2,058
Self-citation
Cited by
Sorted by citations
Items 801–900 of 999
Microbiota Assembly, Structure, and Dynamics Among Tsimane Horticulturalists of the Bolivian AmazonPreprint
Sprockett, D. D., Martin, M. A., Costello, E. K., et al. (2019) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/779074 · Cited by 10
Barrera-Suarez, M. A., Zhao, C., Karnatovskaia, L. V., & Sung, J. (2026) · Gut Microbes Reports · doi:10.1080/29933935.2026.2650247 · Cited by 16
Oriá, R. B., Freitas, R. S., Roque, C. R., Nascimento, J. C. R., Silva, A. P., Malva, J. O., Guerrant, R. L., & Vitek, M. P. (2023) · Pharmaceutics · doi:10.3390/pharmaceutics15041086 · Cited by 11
Antonetti, L., Berrilli, F., Cristanziano, V. D., Farowski, F., Daeumer, M., Eberhardt, K. A., Santoro, M., Federici, M., & D’Alfonso, R. (2024) · Gut Pathogens · doi:10.1186/s13099-024-00661-5 · Cited by 9
Lee, J. W., Lee, K.-A., Jang, I.-H., Nam, K.-B., Kim, S., Kyung, M., Cho, K.-C., Lee, J.-H., You, H., Kim, E. K., et al. (2025) · Nature Communications · doi:10.1038/s41467-025-57484-4 · Cited by 13
Yang, F., Teng, F., Zhang, Y., Sun, Y., Xu, J., & Huang, S. W. (2025) · Cell Host & Microbe · doi:10.1016/j.chom.2025.05.006 · Cited by 10
The infant microbiome and implications for central nervous system development
Parsons, E., Claud, K., & Petrof, E. O. (2020) · Progress in molecular biology and translational science · doi:10.1016/bs.pmbts.2020.04.007 · Cited by 9
Microbiomes and Childhood Malnutrition: What Is the Evidence?
McGuire, M. K., & McGuire, M. A. (2021) · Annals of Nutrition and Metabolism · doi:10.1159/000519001 · Cited by 9
Controlled Complexity: Optimized Systems to Study the Role of the Gut Microbiome in Host Physiology
Glowacki, R. W. P., Engelhart, M. J., & Ahern, P. P. (2021) · Frontiers in Microbiology · doi:10.3389/fmicb.2021.735562 · Cited by 10
Optimising the management of acute malnutrition
Kambale, R. M., & Francisca, I. N. (2022) · The Lancet Global Health · doi:10.1016/s2214-109x(22)00087-0 · Cited by 9
Zhou, J., Feng, M., Zhang, W., Kuang, R., Zou, Q., Su, J., & Yuan, G. (2022) · Frontiers in Immunology · doi:10.3389/fimmu.2022.1075128 · Cited by 10
Widjaja, F., & Rietjens, I. M. C. M. (2023) · Biomedicines · doi:10.3390/biomedicines11102658 · Cited by 12
Maternal Diet Determines Milk Microbiome Composition and Offspring Gut Colonization in Wistar Rats
Martínez-Oca, P., Alba, C., Sánchez-Roncero, A., Fernández‐Marcelo, T., Martín, M. Á., Escrivá, F., Rodríguez, J. M., Álvarez, C., & Fernández‐Millán, E. (2023) · Nutrients · doi:10.3390/nu15204322 · Cited by 10
Immaturity in the gut microbial community
Costello, E. K., & Relman, D. A. (2014) · Nature · doi:10.1038/nature13347 · Cited by 9
Oriá, R. B., Malva, J. O., Foley, P. L., Freitas, R. S., Bolick, D. T., & Guerrant, R. L. (2018) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2018.00358 · Cited by 9
Poinsot, P., Penhoat, A., Mitchell, M., Sauvinet, V., Meiller, L., Louche‐Pélissier, C., Meugnier, E., Ruiz, M., Schwarzer, M., Michalski, M., et al. (2020) · Pediatric Research · doi:10.1038/s41390-020-0774-0 · Cited by 8
Fasano, A., & Flaherty, S. (2021) · The MIT Press eBooks · doi:10.7551/mitpress/11291.001.0001 · Cited by 14
Intersections of the microbiome and early neurodevelopment
Vuong, H. E. (2022) · International review of neurobiology · doi:10.1016/bs.irn.2022.06.004 · Cited by 9
Dynamic changes in intestinal microbiota and metabolite composition of pre-weaned beef calves
Liu, H., Yan, C., Hao, C., Wang, D., Liu, Y., Luo, Z., Han, S., Wang, J., Li, D., Zhu, J., et al. (2023) · Microbial Pathogenesis · doi:10.1016/j.micpath.2023.105991 · Cited by 9
McGrath, C. J., Arndt, M. B., & Walson, J. L. (2017) · Hormone Research in Paediatrics · doi:10.1159/000471875 · Cited by 9
Turning the “Phage” on Malnutrition and Stunting
Bolte, E., & Aagaard, K. M. (2020) · Cell Host & Microbe · doi:10.1016/j.chom.2020.01.020 · Cited by 9
Veeraraghavan, B., Dinh, D. M., Kane, A. V., Soofi, S. B., Ahmed, I., Rizvi, A., Chatterjee, M., Babji, S., Duara, J. L., Moy, J. X., et al. (2023) · Nutrients · doi:10.3390/nu15051213 · Cited by 8
Influence of infant microbiome on health and development
Younge, N. E. (2023) · Korean Journal of Pediatrics · doi:10.3345/cep.2023.00598 · Cited by 11
Gough, E. K., Edens, T. J., Carr, L., Robertson, R. C., Mutasa, K., Ntozini, R., Chasekwa, B., Geum, H. M., Baharmand, I., Gill, S. K., et al. (2024) · EBioMedicine · doi:10.1016/j.ebiom.2024.105362 · Cited by 10
Chew, C. W. Y., Matsuyama, M., Davies, P. S. W., Hill, R. J., Morrison, M., Martín, R., Codoñer, F. M., Knol, J., & Roeselers, G. (2024) · Frontiers in Pediatrics · doi:10.3389/fped.2024.1193027 · Cited by 9
“Some bacterial groups, such as Pseudomonadota (synonym Proteobacteria) or Enterococcaceae spp., have been associated with diarrhea and an overgrowth of opportunistic bacteria in malnutrition conditions (21, 22).”
Zimmermann, P., Kurth, S., Giannoukos, S., Stocker, M., & Bokulich, N. A. (2025) · BMJ Open · doi:10.1136/bmjopen-2024-092938 · Cited by 9
Deng, L., Taelman, S., Olm, M. R., Toe, L. C., Balini, E., Ouédraogo, L. O., Bastos-Moreira, Y., Argaw, A., Tesfamariam, K., Sonnenburg, E. D., et al. (2025) · Nature Communications · doi:10.1038/s41467-025-57838-y · Cited by 13
The emerging role of the gut microbiota in vaccination responses
Decker, V., Qureshi, K., Roberts, L., Powell, N., Marchesi, J. R., Mullish, B. H., & Alexander, J. L. (2025) · Gut Microbes · doi:10.1080/19490976.2025.2549585 · Cited by 14
van den Brink, D. A., de Meij, T. G. J., Brals, D., Bandsma, R., Thitiri, J., Ngari, M. M., Mwalekwa, L., de Boer, N. K. H., Wicaksono, A., Covington, J. A., et al. (2020) · Scientific Reports · doi:10.1038/s41598-020-75515-6 · Cited by 8
A dysbiotic gut microbiome suppresses antibody mediated-protection against Vibrio cholerae
Macbeth, J. C., Liu, R., Alavi, S., & Hsiao, A. (2021) · iScience · doi:10.1016/j.isci.2021.103443 · Cited by 8
Shivakoti, R., Slogrove, A. L., Laughton, B., et al. (2022) · BMJ Open · doi:10.1136/bmjopen-2022-069116 · Cited by 8
Calva-Cruz, O. D. J., Ovando‐Vázquez, C., León‐Rodríguez, A. D., Veana, F., Rangel, E. E., Treviño, S., & de la Rosa, A. P. B. (2023) · Foods · doi:10.3390/foods12142760 · Cited by 11
Aberrant miR-29 is a predictive feature of severe phenotypes in pediatric Crohn’s disease
Shumway, A. J., Shanahan, M. T., Hollville, É., Chen, K., Beasley, C., Villanueva, J., Albert, S., Lian, G., Cure, M. R., Schaner, M. R., et al. (2024) · JCI Insight · doi:10.1172/jci.insight.168800 · Cited by 9
Microbiota Talks Cholera out of the Gut
Hay, A. J., & Zhu, J. (2014) · Cell Host & Microbe · doi:10.1016/j.chom.2014.10.011 · Cited by 8
Pham, T.-P.-T., Raoult, D., & Million, M. (2019) · EBioMedicine · doi:10.1016/j.ebiom.2019.07.011 · Cited by 8
Bacterial Infections and Nutrition: A Primer
Berkley, J. A. (2020) · Springer eBooks · doi:10.1007/978-3-030-56913-6_4 · Cited by 8
Breastmilk, Stool, and Meconium: Bacterial Communities in South Africa
Wallenborn, J. T., Gunier, R. B., Pappas, D. J., Chevrier, J., & Eskenazi, B. (2021) · Microbial Ecology · doi:10.1007/s00248-021-01758-z · Cited by 8
Gaowa, N., Li, W., Gelsinger, S. L., Murphy, B., & Li, S. (2021) · Metabolites · doi:10.3390/metabo11070414 · Cited by 11
Uebelhoer, L. S., Gwela, A., Thiel, B., Nalukwago, S., Mukisa, J., Lwanga, C., Getonto, J., Nyatichi, E., Dena, G., Makazi, A. B., et al. (2022) · Frontiers in Immunology · doi:10.3389/fimmu.2021.748996 · Cited by 8
Exposure to Chinese Famine during Early Life Increases the Risk of Fracture during Adulthood
Shi, Z., Shi, X., & Yan, Q. (2022) · Nutrients · doi:10.3390/nu14051060 · Cited by 8
Herazo, J. R. G., Múñoz, Ó., Solano, J. C., et al. (2020) · Transplant Infectious Disease · doi:10.1111/tid.13302 · Cited by 8
Srugo, S. A., Bloise, E., Nguyen, T. T.-T. N., et al. (2019) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/635052 · Cited by 8
Persistent delay in maturation of the developing gut microbiota in infants with cystic fibrosisPreprint
Salerno, P., Verster, A. J., Valls, R. A., Barrack, K. E., Price, C. E., Madan, J. C., O’Toole, G. A., & Ross, B. D. (2023) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2023.05.02.539134 · Cited by 6
Marino, L. V., Paulson, S., Ashton, J. J., Weeks, C. L., Young, A., Pappachan, J., Swann, J. R., Johnson, M. J., & Beattie, R. M. (2022) · Nutrients · doi:10.3390/nu14193957 · Cited by 7
Afroze, F., Khoshnevisan, F., Harawa, P. P., Islam, Z., Bourdon, C., Khoswe, S., Islam, M. M., Sarker, S. A., Islam, F., Shahid, A. S. M. S. B., et al. (2024) · Scientific Reports · doi:10.1038/s41598-024-53791-w · Cited by 7
“Statistical analysis was performed using IBM SPSS Statistics 25, STATA version 13, and R (version 4.0.2).”
InfluentialSelf-citationValdez-Palomares, F., Aguilar‐Reyes, J., Pérez‐Campos, E., Mayoral, L. P.-C., Meraz‐Cruz, N., & Palacios‐González, B. (2024) · PLoS ONE · doi:10.1371/journal.pone.0302726 · Cited by 8
Bacterial community assembly of specific pathogen-free neonatal mice
Kennedy, E. A., Weagley, J. S., Kim, A. H., Antia, A., DeVeaux, A. L., & Baldridge, M. T. (2025) · Microbiome · doi:10.1186/s40168-025-02043-8 · Cited by 10
Alterations of early-life gut microbiome in hospitalized infants with chemical pollutants exposure
Xiang, S., Qiu, J., Mao, Z., Pan, X., Ma, Y., Huang, R., & Qiu, J. (2025) · Environmental Research · doi:10.1016/j.envres.2025.121187 · Cited by 8
Jin, J., Liu, S., Xie, P., Wang, C., Zhou, Q., Fang, Z., Lin, Y., Xu, S., Feng, B., Zhuo, Y., et al. (2025) · Animal nutrition · doi:10.1016/j.aninu.2025.02.003 · Cited by 7
Brander, R. L., Touré, M., Becquey, E., et al. (2025) · Journal of Nutrition · doi:10.1016/j.tjnut.2025.06.019 · Cited by 7
Hardman, S. J., Shackley, F., Ugonna, K., Darton, T. C., Rigby, A. S., Bogaert, D., Binkowska, J. M., & Condliffe, A. M. (2023) · International Journal of Molecular Sciences · doi:10.3390/ijms242216053 · Cited by 7
Al‐Wraikat, M., Zhang, L., Li, L., Abubaker, M. A., & Liu, Y. (2024) · International Journal of Biological Macromolecules · doi:10.1016/j.ijbiomac.2024.136401 · Cited by 10
Impacts of COVID-19 pandemic on early life gut microbiome
Zhang, L., Xu, W., Meng, H. Y. H., Ching, J. Y. L., Liu, Y., Wang, S., Yan, S., Lin, L., Cheong, P. K., Ip, K. L., et al. (2024) · Gut Microbes · doi:10.1080/19490976.2024.2443117 · Cited by 7
Immune predictors of oral poliovirus vaccine immunogenicity among infants in South India
Babji, S., Manickavasagam, P., Chen, Y., Jeyavelu, N., Jose, N. V., Praharaj, I., Syed, C., Kaliappan, S. P., John, J. K., Giri, S., et al. (2020) · npj Vaccines · doi:10.1038/s41541-020-0178-5 · Cited by 7
Microbiome and pediatric obesity, malnutrition, and nutrition
Valentine, G. C., Hair, A. B., & Martin, C. R. (2020) · Elsevier eBooks · doi:10.1016/b978-0-12-820602-7.00008-8 · Cited by 6
Nuzhat, S., Palit, P., Mahfuz, M., Islam, M. R., Hasan, S. M. T., Islam, M. M., Sarker, S. A., Kyle, D. J., Flannery, R. L., Vinjamuri, A., et al. (2022) · Scientific Reports · doi:10.1038/s41598-022-13296-w · Cited by 7
Self-citationCreus-Martí, I., Moyá, A., & Santonja, F. J. (2022) · Complexity · doi:10.1155/2022/4907527 · Cited by 6
Smith, L. E., Chagwena, D. T., Bourke, C. D., et al. (2022) · BMJ Open · doi:10.1136/bmjopen-2021-056435 · Cited by 7
Dysbiosis of gut microbiota during fecal stream diversion in patients with colorectal cancer
Lee, S. Y., Park, H.-M., Kim, C. H., & Kim, H. R. (2023) · Gut Pathogens · doi:10.1186/s13099-023-00566-9 · Cited by 8
Zyoud, S. H., Shakhshir, M. H., Abushanab, A. S., Koni, A. A., Shahwan, M. J., Jairoun, A. A., Taha, A. A., & Al‐Jabi, S. W. (2023) · World Journal of Clinical Cases · doi:10.12998/wjcc.v11.i26.6132 · Cited by 6
Million, M., & Raoult, D. (2019) · Human Microbiome Journal · doi:10.1016/j.humic.2019.100067 · Cited by 7
Unrest at home: diarrheal disease and microbiota disturbance
Bik, E. M., & Relman, D. A. (2014) · Genome biology · doi:10.1186/gb4182 · Cited by 7
Green, L., Cliffer, I. R., Suri, D. J., et al. (2019) · Food and Nutrition Bulletin · doi:10.1177/0379572119871715 · Cited by 7
Wang, Y., Kandeal, A. W., Swidan, A., et al. (2020) · arXiv (Cornell University) · doi:10.48550/arxiv.2002.03886 · Cited by 7
Consuegra, J., Grenier, T., Akherraz, H., et al. (2020) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2020.05.27.119370 · Cited by 7
Remodeling of the maternal gut microbiome during pregnancy is shaped by parityPreprint
Berry, A. S. F., Pierdon, M. K., Misic, A. M., et al. (2020) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2020.12.04.412205 · Cited by 7
Social and environmental predictors of gut microbiome age in wild baboonsPreprint
Dasari, M. R., Roche, K. E., Jansen, D., Anderson, J. A., Alberts, S. C., Tung, J., Gilbert, J. A., Blekhman, R., Mukherjee, S., & Archie, E. A. (2024) · eLife · doi:10.7554/elife.102166 · Cited by 8
Khan, A., Abass, S., Nizami, S. A. I., Shariq, M., Zahiruddin, S., Parveen, B., & Parveen, R. (2024) · Current Pharmaceutical Biotechnology · doi:10.2174/0113892010313921240923125946 · Cited by 6
Coupling soil bacterial and fungal community traits to multifunctionality in grassland ecosystem
Ding, C., Liu, Y., Hernández, M., Sun, H., Jiao, S., Pan, H., Ge, T., Zhao, K., Zhang, Q., Xu, J. M., et al. (2025) · Agriculture Ecosystems & Environment · doi:10.1016/j.agee.2025.109648 · Cited by 8
Self-citationDeng, L., Fehr, K. B., Toe, L. C., Allen, L. H., Bode, L., Hampel, D., Manus, M. B., Mertens, A., Robertson, B., Yonemitsu, C., et al. (2025) · Cell Host & Microbe · doi:10.1016/j.chom.2025.11.014 · Cited by 7
Chen, M., Duan, Y., Zhu, Y., Wang, J., Hu, Q. B., Guo, S., Ding, B., Zhang, Z. F., & Li, L. (2024) · Poultry Science · doi:10.1016/j.psj.2024.103645 · Cited by 6
Worming into infancy: Exploring helminth-microbiome interactions in early life
Bogza, A., King, I. L., & Maurice, C. F. (2024) · Cell Host & Microbe · doi:10.1016/j.chom.2024.04.009 · Cited by 6
Peno, C., Jagne, Y. J., Clerc, M., Lopez, C. B., Armitage, E. P., Sallah, H., Drammeh, S., Senghore, E., Goderski, G., van Tol, S., et al. (2025) · The Lancet Microbe · doi:10.1016/j.lanmic.2024.100971 · Cited by 6
Environmental and Physiological Barriers to Child Growth and Development
Prentice, A. M. (2020) · Nestlé Nutrition Institute Workshop series · doi:10.1159/000503349 · Cited by 6
Temporal Alignment of Longitudinal Microbiome Data
Armoni, R., & Borenstein, E. (2022) · Frontiers in Microbiology · doi:10.3389/fmicb.2022.909313 · Cited by 5
Potential Biotics for Nutritional Improvement of Health via Microbiome-Gut-Brain Axis
Niazi, M. K., & Hassan, F. (2022) · Advanced Gut & Microbiome Research · doi:10.1155/2022/9976555 · Cited by 7
Brüssow, H. (2023) · Microbiome Research Reports · doi:10.20517/mrr.2022.20 · Cited by 7
Brüssow, H. (2015) · Microbial Biotechnology · doi:10.1111/1751-7915.12259 · Cited by 6
Impact of Early-Life Antibiotic Use on Gut Microbiota of Infants
Wang Xiu, Y., Wang Guo, Z., Wen, Y., Su, T., & Yuan, Y. (2017) · Journal of Microbial & Biochemical Technology · doi:10.4172/1948-5948.1000369 · Cited by 7
Israelian, N., & Danska, J. S. (2017) · Advances in experimental medicine and biology · doi:10.1007/978-3-319-70178-3_7 · Cited by 5
Bioinformatics for Human Microbiome
Ghosh, A., Firdous, S., & Saha, S. (2021) · Springer eBooks · doi:10.1007/978-981-33-6191-1_17 · Cited by 6
Taufiqa, Z., Chandra, D. N., Helmizar, H., et al. (2021) · Open Access Macedonian Journal of Medical Sciences · doi:10.3889/oamjms.2021.6791 · Cited by 6
(2014) · Nature Chemical Biology · doi:10.1038/nchembio.1604 · Cited by 6
Kadia, B. M., Ramsteijn, A. S., Dasi, T., Fahmida, U., Kulkarni, B., Faye, B. T., Htet, M. K., Sow, D., Kalashikam, R. R., Sharma, R., et al. (2024) · BMJ Paediatrics Open · doi:10.1136/bmjpo-2022-001637 · Cited by 6
The human gut microbiome in enteric infections: from association to translation
Yin, Q., Gupta, S., Muller, E., & Almeida, A. (2026) · Gut Microbes · doi:10.1080/19490976.2026.2612836 · Cited by 8
Shivakoti, R., Laughton, B., Mandell, J., Barrios-Tascon, A., Rajendran, R., Glashoff, R. H., Bode, L., Aldrovandi, G. M., & Kuhn, L. (2026) · Advances in Nutrition · doi:10.1016/j.advnut.2026.100593 · Cited by 6
Chang, B., Zhang, W., Wang, Y., Zhang, Y., Zhong, S., Gao, P., Wang, L., & Zhao, Z. (2024) · BMC Microbiology · doi:10.1186/s12866-024-03211-w · Cited by 6
Paiandeh, M., Maghalian, M., Mohammad‐Alizadeh‐Charandabi, S., & Mirghafourvand, M. (2024) · BMC Pediatrics · doi:10.1186/s12887-024-05179-y · Cited by 12
Eslabão, L. B., Gubert, G. F., Beltrame, L. C., de Mello, I. M. A., Bruña–Romero, O., & Zárate-Bladés, C. R. (2022) · Cells · doi:10.3390/cells11152278 · Cited by 5
Forging the microbiome to help us live long and prosper
Rock, R. R., & Turnbaugh, P. J. (2023) · PLoS Biology · doi:10.1371/journal.pbio.3002087 · Cited by 5
Cecchini, L., Barmaz, C., Coloma, M. J., Baeschlin, H., Etter, J., Netzer, S., Bregy, L., Marchukov, D., Trigo, N. F., Meier, R., et al. (2023) · BMC Pediatrics · doi:10.1186/s12887-023-04198-5 · Cited by 4
Artificial intelligence in malnutrition research: a bibliometric analysis
Yuliansyah, H., Sulistyawati, S., Sukesi, T. W., Mulasari, S. A., & Ali, W. N. S. W. (2023) · Bulletin of Social Informatics Theory and Application · doi:10.31763/businta.v7i1.605 · Cited by 5
Schweitzer, M., Wlasak, M., Wassermann, B., Marcher, F., Poglitsch, C., Pirker, J., & Berg, G. (2024) · Microbial Biotechnology · doi:10.1111/1751-7915.14544 · Cited by 6
A preliminary examination of gut microbiota and emotion regulation in 2- to 6-year-old children
Faulkner, P., Costabile, A., Imakulata, F., Pandey, N., & Hepsomali, P. (2024) · Frontiers in Developmental Psychology · doi:10.3389/fdpys.2024.1445642 · Cited by 7
Feature screening of quadratic inference functions for ultrahigh dimensional longitudinal data
Lai, P., Liang, W., Wang, F., et al. (2020) · Journal of Statistical Computation and Simulation · doi:10.1080/00949655.2020.1783666 · Cited by 5
Self-citationGrowth and the Microbiome — Integrating Global Health with Basic Science
Xavier, R. J. (2020) · New England Journal of Medicine · doi:10.1056/nejme2017496 · Cited by 5
Gut Bacterial Diversity and Growth among Preschool Children in Burkina Faso
Digitale, J. C., Sié, A., Coulibaly, B., Ouèrmi, L., Dah, C., Tapsoba, C., Bärnighausen, T., Lebas, E., Arzika, A. M., Glymour, M. M., et al. (2020) · American Journal of Tropical Medicine and Hygiene · doi:10.4269/ajtmh.20-0059 · Cited by 5
Feutz, E. L., Voskuijl, W. P., Finch, P., et al. (2021) · Clinical Infectious Diseases · doi:10.1093/cid/ciab790 · Cited by 5
Malnourishment affects gene expression along the length of the small intestine
Pinho, R. M., Garas, L. C., Huang, B. C., Weimer, B. C., & Maga, E. A. (2022) · Frontiers in Nutrition · doi:10.3389/fnut.2022.894640 · Cited by 4
Tamarelle, J., Creze, M. M., Savathdy, V., Phonekeo, S., Wallenborn, J. T., Siengsounthone, L., Fink, G., Odermatt, P., Kounnavong, S., Sayasone, S., et al. (2023) · Frontiers in Nutrition · doi:10.3389/fnut.2023.1111478 · Cited by 6
Metadata
- Authors
- Subramanian, S., Huq, S., Yatsunenko, T., Haque, R., Mahfuz, M., Alam, M. A., Benezra, A., DeStefano, J., Meier, M. F., Muegge, B. D., Barratt, M. J., VanArendonk, L. G., Zhang, Q., Province, M. A., Petri Jr, W. A., Ahmed, T., & Gordon, J. I.
- Affiliations
- Washington University in St. Louis (US)
- International Centre for Diarrhoeal Disease Research (BD)
- The New School (US)
- Corresponding author
- Gordon, Jeffrey I.
- ORCID
- Venue
- Nature
- Published
- 2014-06
- Volume
- 510
- Issue
- 7505
- Pages
- 417-421
- ISSN
- 0028-0836 (ISSN-L)
- 1476-4687
- PMC
- PMC4189846
- OpenAlex
- W2151241623
- Semantic Scholar
- 2322f52fd0751c363caa63b546dc30848772f2e3
- Cited by
- 1,270
- References
- 28
- Citations by year
- 2026: 83 · 2025: 91 · 2024: 101 · 2023: 118 · 2022: 126 · 2021: 159 · 2020: 131 · 2019: 101 · 2018: 89 · 2017: 87 · 2016: 94 · 2015: 66 · 2014: 23
- FWCI
- 36.93
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Nature (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Funders
- International Atomic Energy Agency
- National Institute of General Medical Sciences (T32GM007067)
- National Institute of Allergy and Infectious Diseases (AI 043596, R01AI043596)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Gut microbiota and health
- Health Sciences › Nursing › Nutrition and Dietetics › Child Nutrition and Water Access
- Health Sciences › Nursing › Nutrition and Dietetics › Infant Nutrition and Health
- Keywords
- gut microbiota, severe acute malnutrition, child malnutrition, food-based interventions, probiotics, prebiotics, fecal microbiota transplantation, diarrhea, twins and triplets, Bangladesh, low-income countries, 16S rRNA
- MeSH terms
- Bacteria, Bangladesh, Feces, Female, Humans, Infant, Infant Nutrition Disorders, Male, Models, Biological, Nutritional Status, RNA, Ribosomal, 16S, Bacterial Physiological Phenomena, Gastrointestinal Tract, Biodiversity, Microbiota
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
A language model drew the claims from the paper on 2026-10-08, under version 3 of the claim definition (model deepseek-v4.1-flash, prompt extract-v3).
A second model labelled each claim on 2026-10-08 (model jev-1.13-20260917, definition revision gold-guideline-v0.2).
Cited sources are checked with a language model’s help (gpt-6-sol).
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review