Toxic metals impact gut microbiota and metabolic risk in five African-origin populations

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Citation
PMID PubMed identifier for scientific articles.
DOI Digital object identifier for electronic documents.
URI Uniform resource identifier for web resources.
Authors
Amy Luke, Brian T. Layden, Candice Choo-Kang, Dale Rae, Estelle V. Lambert, Gertrude Ecklu-Mensah, Jack A. Gilbert, Julianne A. Jorgensen, Kweku Bedu-Addo, Lara R. Dugas, Lina Issa, Luyu Wang, Maria Argos, Pascal Bovet, Robert M. Sargis, Tanika N. Kelly, Terrence Forrester, Yang Dai
Journal
Gut Microbes Reports
Year
2025
Pages:
16
First page:
1
Keywords:
African-origin populations, Cardiometabolic risk, Toxic metals, gut microbiome, obesity, type 2 diabetes
Underlying mechanisms by which exposures to toxic metals/metalloids impact obesity and type 2 diabetes (T2DM) risk remain largely unknown. Gut microbiota have been strongly associated with cardiometabolic risk. To assess relationships between high metal exposures, gut dysbiosis, and metabolic dysregulation, we analyzed associations among gut microbiome taxa, dichotomized metal levels (arsenic, lead, mercury, cadmium), clinical measures (BMI, fasting blood glucose, blood pressure), and diagnoses (hypertension, obesity, diabetes) in 178 African-origin adults (52% female, mean age = 43.0 ± 6.4 years) from Ghana, South Africa, Jamaica, Seychelles, and USA. High vs. low lead and arsenic levels had a significant effect on beta diversity (p < 0.05). Seventy-one taxa were associated with high lead levels: 30 with elevated BMI, 22 with T2DM, and 23 with elevated fasting blood glucose (p < 0.05); 115 taxa were associated with high arsenic levels: 32 with elevated BMI, 33 with T2DM, and 26 with elevated blood glucose (p < 0.05). Porphyrin metabolism was the most enriched metabolic pathway in taxa associated with higher lead and arsenic exposure. These data provide the first findings from African-origin adults that demonstrate the association between the gut microbiome with lead and arsenic exposure and obesity and T2DM risk.

Experiment 1


Needs review

Curated date: 2025/05/05

Curator: PreciousChijioke

Revision editor(s): Chloe, Anne-mariesharp, PreciousChijioke

Subjects

Location of subjects
Ghana
Jamaica
Seychelles
South Africa
United States of America
Host species Species from which microbiome was sampled. Contact us to have more species added.
Homo sapiens
Body site Anatomical site where microbial samples were extracted from according to the Uber Anatomy Ontology
Feces Cow dung,Cow pat,Droppings,Dung,Excrement,Excreta,Faeces,Fecal material,Fecal matter,Fewmet,Frass,Guano,Matières fécales@fr,Merde@fr,Ordure,Partie de la merde@fr,Piece of shit,Porción de mierda@es,Portion of dung,Portion of excrement,Portion of faeces,Portion of fecal material,Portion of fecal matter,Portion of feces,Portion of guano,Portion of scat,Portionem cacas,Scat,Spoor,Spraint,Stool,Teil der fäkalien@de,Feces,feces
Condition The experimental condition / phenotype studied according to the Experimental Factor Ontology
Metabolic toxicity Metabolic toxicity,metabolic toxicity
Group 0 name Corresponds to the control (unexposed) group for case-control studies
Low lead exposure
Group 1 name Corresponds to the case (exposed) group for case-control studies
High lead exposure
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Participants with high lead exposure
Antibiotics exclusion Number of days without antibiotics usage (if applicable) and other antibiotics-related criteria used to exclude participants (if any)
3 months

Lab analysis

Sequencing type
16S
16S variable region One or more hypervariable region(s) of the bacterial 16S gene
V4
Sequencing platform Manufacturer and experimental platform used for quantifying microbial abundance
Illumina

Statistical Analysis

Data transformation Data transformation applied to microbial abundance measurements prior to differential abundance testing (if any).
relative abundances
Statistical test
LEfSe
Significance threshold p-value or FDR threshold used for differential abundance testing (if any)
0.05
MHT correction Have statistical tests be corrected for multiple hypothesis testing (MHT)?
No
LDA Score above Threshold for the linear discriminant analysis (LDA) score for studies using the popular LEfSe tool
3


Signature 1

Needs review

Curated date: 2025/07/28

Curator: Anne-mariesharp

Revision editor(s): Chloe, Anne-mariesharp

Source: Figure 2A

Description: Differential taxa by metal exposure.

Abundance in Group 1: increased abundance in High lead exposure

NCBI Quality ControlLinks
Clostridiaceae
Clostridium
Eubacteriales
Eubacterium coprostanoligenes
Peptostreptococcaceae
Romboutsia
Ruminococcus
Subdoligranulum
Peptostreptococcales-TissierellalesPeptostreptococcales-Tissierellales
UCG-005UCG-005

Revision editor(s): Chloe, Anne-mariesharp

Experiment 2


Needs review

Curated date: 2025/05/05

Curator: PreciousChijioke

Revision editor(s): Chloe, Anne-mariesharp, PreciousChijioke

Differences from previous experiment shown

Subjects

Group 0 name Corresponds to the control (unexposed) group for case-control studies
Low arsenic exposure
Group 1 name Corresponds to the case (exposed) group for case-control studies
High arsenic exposure
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Participants with high arsenic exposure

Lab analysis

Statistical Analysis

Signature 1

Needs review

Curated date: 2025/07/28

Curator: Anne-mariesharp

Revision editor(s): Chloe, Anne-mariesharp

Source: Figure 2B

Description: Differential taxa by metal exposure.

Abundance in Group 1: increased abundance in High arsenic exposure

NCBI Quality ControlLinks
Alloprevotella
Christensenellales
Clostridiaceae
Clostridium
Enterobacterales
Eubacteriales
Eubacterium coprostanoligenes
Gammaproteobacteria
Prevotellaceae
Pseudomonadota
Prevotella_9Prevotella_9
Christensenellaceae R-7 groupChristensenellaceae R-7 group
Prevotella_7Prevotella_7
Christensenellaceae

Revision editor(s): Chloe, Anne-mariesharp

Signature 2

Needs review

Curated date: 2025/07/28

Curator: Anne-mariesharp

Revision editor(s): Chloe, Anne-mariesharp

Source: Figure 2B

Description: Differential taxa by metal exposure.

Abundance in Group 1: decreased abundance in High arsenic exposure

NCBI Quality ControlLinks
Anaerostipes
Coprobacillaceae
Fusicatenibacter
Mediterraneibacter gnavus
Oscillospiraceae

Revision editor(s): Chloe, Anne-mariesharp

Experiment 3


Needs review

Curated date: 2025/05/05

Curator: PreciousChijioke

Revision editor(s): Chloe, Anne-mariesharp, PreciousChijioke

Differences from previous experiment shown

Subjects

Group 0 name Corresponds to the control (unexposed) group for case-control studies
Low Mercury exposure
Group 1 name Corresponds to the case (exposed) group for case-control studies
High Mercury exposure
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Participants with high mercury exposure

Lab analysis

Statistical Analysis

Signature 1

Needs review

Curated date: 2025/07/28

Curator: Anne-mariesharp

Revision editor(s): Chloe, Anne-mariesharp

Source: Figure 2C

Description: Differential taxa by metal exposure.

Abundance in Group 1: decreased abundance in High Mercury exposure

NCBI Quality ControlLinks
Anaerostipes

Revision editor(s): Chloe, Anne-mariesharp

Experiment 4


Needs review

Curated date: 2025/05/05

Curator: PreciousChijioke

Revision editor(s): Chloe, Anne-mariesharp, PreciousChijioke

Differences from previous experiment shown

Subjects

Group 0 name Corresponds to the control (unexposed) group for case-control studies
Non-diabetic (high lead exposure)
Group 1 name Corresponds to the case (exposed) group for case-control studies
Diabetic (high lead exposure)
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Participants diagnosed with T2DM (Type 2 Diabetes Mellitus) within the high lead exposure group

Lab analysis

Statistical Analysis

Data transformation Data transformation applied to microbial abundance measurements prior to differential abundance testing (if any).
arcsine square-root
Statistical test
MaAsLin2
MHT correction Have statistical tests be corrected for multiple hypothesis testing (MHT)?
Yes
LDA Score above Threshold for the linear discriminant analysis (LDA) score for studies using the popular LEfSe tool
Not specified
Confounders controlled for Confounding factors that have been accounted for by stratification or model adjustment
age, sex, Confounders controlled for: "site" is not in the list (abnormal glucose tolerance, acetaldehyde, acute graft vs. host disease, acute lymphoblastic leukemia, acute myeloid leukemia, adenoma, age, AIDS, alcohol consumption measurement, alcohol drinking, ...) of allowed values.site


Signature 1

Needs review

Curated date: 2025/07/28

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 3A

Description: Differential taxa by individual metal exposure and cardiometabolic disease

Abundance in Group 1: increased abundance in Diabetic (high lead exposure)

NCBI Quality ControlLinks
Clostridium
Haemophilus
Intestinimonas massiliensis (ex Liu et al. 2021)
Neisseria
Paraprevotella
Family XIII AD3011 groupFamily XIII AD3011 group
Rothia
Rothia mucilaginosa
Streptococcus
Pediococcus

Revision editor(s): Anne-mariesharp

Signature 2

Needs review

Curated date: 2025/07/28

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 3A

Description: Differential taxa by individual metal exposure and cardiometabolic disease

Abundance in Group 1: decreased abundance in Diabetic (high lead exposure)

NCBI Quality ControlLinks
Alistipes indistinctus
Bacteroides caccae
Dialister invisus
Enterorhabdus
Lachnospira eligens
Megamonas funiformis
Megasphaera
Phocaeicola vulgatus
Syntrophococcus
Tyzzerella
Lachnospiraceae UCG 004Lachnospiraceae UCG 004
Prevotella_9Prevotella_9
Lachnospiraceae UCG 010Lachnospiraceae UCG 010
UCG 002UCG 002
Prevotella_9 copriPrevotella_9 copri

Revision editor(s): Anne-mariesharp

Experiment 5


Needs review

Curated date: 2025/05/05

Curator: PreciousChijioke

Revision editor(s): Chloe, Anne-mariesharp, PreciousChijioke

Differences from previous experiment shown

Subjects

Group 0 name Corresponds to the control (unexposed) group for case-control studies
Low diastolic blood pressure (DBP) (high lead exposure)
Group 1 name Corresponds to the case (exposed) group for case-control studies
High diastolic blood pressure (DBP) (high lead exposure)
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Participants with high diastolic blood pressure (DBP) within the high lead exposure group

Lab analysis

Statistical Analysis

Signature 1

Needs review

Curated date: 2025/07/28

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 3A

Description: Differential taxa by individual metal exposure and cardiometabolic disease

Abundance in Group 1: increased abundance in High diastolic blood pressure (DBP) (high lead exposure)

NCBI Quality ControlLinks
Tyzzerella
Intestinimonas massiliensis (ex Liu et al. 2021)
Family XIII AD3011 groupFamily XIII AD3011 group
Akkermansia muciniphila
Rothia mucilaginosa
Howardella ureilytica
UCG 005UCG 005
Alistipes indistinctus
Prevotella_9Prevotella_9

Revision editor(s): Anne-mariesharp

Signature 2

Needs review

Curated date: 2025/07/28

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 3A

Description: Differential taxa by individual metal exposure and cardiometabolic disease

Abundance in Group 1: decreased abundance in High diastolic blood pressure (DBP) (high lead exposure)

NCBI Quality ControlLinks
Clostridium
Enterorhabdus
Lachnospiraceae UCG 004Lachnospiraceae UCG 004
Family XIII AD3011 groupFamily XIII AD3011 group
Anaerostipes hadrus
Streptococcus
Mitsuokella multacida
Pediococcus
Dialister

Revision editor(s): Anne-mariesharp

Experiment 6


Needs review

Curated date: 2025/05/05

Curator: PreciousChijioke

Revision editor(s): Chloe, Anne-mariesharp, PreciousChijioke

Differences from previous experiment shown

Subjects

Group 0 name Corresponds to the control (unexposed) group for case-control studies
Low body mass index (BMI) (high lead exposure)
Group 1 name Corresponds to the case (exposed) group for case-control studies
High body mass index (BMI) (high lead exposure)
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Participants with high body mass index (BMI) within the high lead exposure group

Lab analysis

Statistical Analysis

Signature 1

Needs review

Curated date: 2025/07/28

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 3A

Description: Differential taxa by individual metal exposure and cardiometabolic disease

Abundance in Group 1: increased abundance in High body mass index (BMI) (high lead exposure)

NCBI Quality ControlLinks
Clostridium
Tyzzerella
Lachnospiraceae UCG 004Lachnospiraceae UCG 004
Enterorhabdus
Lachnospiraceae UCG 010Lachnospiraceae UCG 010
Alloprevotella
Mitsuokella multacida
Dialister invisus
Dialister
Prevotella_9Prevotella_9

Revision editor(s): Anne-mariesharp

Signature 2

Needs review

Curated date: 2025/07/28

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 3A

Description: Differential taxa by individual metal exposure and cardiometabolic disease

Abundance in Group 1: decreased abundance in High body mass index (BMI) (high lead exposure)

NCBI Quality ControlLinks
Paraprevotella
Haemophilus
Intestinimonas massiliensis (ex Liu et al. 2021)
Neisseria
Akkermansia muciniphila
Enterorhabdus
Rothia
Family XIII AD3011 groupFamily XIII AD3011 group
Rothia mucilaginosa
Alistipes indistinctus
Megamonas funiformis
Anaerostipes hadrus
Streptococcus
Phocaeicola vulgatus
Bacteroides caccae

Revision editor(s): Anne-mariesharp

Experiment 7


Needs review

Curated date: 2025/05/05

Curator: PreciousChijioke

Revision editor(s): Chloe, Anne-mariesharp, PreciousChijioke

Differences from previous experiment shown

Subjects

Group 0 name Corresponds to the control (unexposed) group for case-control studies
Non-hypertensive (high lead exposure)
Group 1 name Corresponds to the case (exposed) group for case-control studies
Hypertensive (high lead exposure)
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Participants with hypertension within the high lead exposure group

Lab analysis

Statistical Analysis

Signature 1

Needs review

Curated date: 2025/07/29

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 3A

Description: Differential taxa by individual metal exposure and cardiometabolic disease

Abundance in Group 1: increased abundance in Hypertensive (high lead exposure)

NCBI Quality ControlLinks
Anaerostipes hadrus
Clostridium
Enterorhabdus
Megamonas funiformis
Family XIII AD3011 groupFamily XIII AD3011 group
Lachnospiraceae UCG 010Lachnospiraceae UCG 010
Dialister invisus
Pediococcus

Revision editor(s): Anne-mariesharp

Signature 2

Needs review

Curated date: 2025/07/29

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 3A

Description: Differential taxa by individual metal exposure and cardiometabolic disease

Abundance in Group 1: decreased abundance in Hypertensive (high lead exposure)

NCBI Quality ControlLinks
Paraprevotella
Tyzzerella
Lachnospiraceae UCG 004Lachnospiraceae UCG 004
Intestinimonas massiliensis (ex Liu et al. 2021)
Howardella ureilytica
UCG 005UCG 005
Prevotella_9 copriPrevotella_9 copri
Alistipes indistinctus
Prevotella_9Prevotella_9

Revision editor(s): Anne-mariesharp

Experiment 8


Needs review

Curated date: 2025/05/05

Curator: PreciousChijioke

Revision editor(s): Chloe, Anne-mariesharp, PreciousChijioke

Differences from previous experiment shown

Subjects

Group 0 name Corresponds to the control (unexposed) group for case-control studies
Low glucose result (high lead exposure)
Group 1 name Corresponds to the case (exposed) group for case-control studies
High glucose result (high lead exposure)
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Participants with high glucose result within the high lead exposure group

Lab analysis

Statistical Analysis

Signature 1

Needs review

Curated date: 2025/07/29

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 3A

Description: Differential taxa by individual metal exposure and cardiometabolic disease

Abundance in Group 1: increased abundance in High glucose result (high lead exposure)

NCBI Quality ControlLinks
Akkermansia muciniphila
Alistipes indistinctus
Clostridium
Enterorhabdus
Haemophilus
Lachnospiraceae bacterium NK4A136
Megamonas funiformis
Neisseria
Paraprevotella
Rothia
Lachnospiraceae UCG 004Lachnospiraceae UCG 004
UCG 005UCG 005
Prevotella_9 copriPrevotella_9 copri
UCG 002UCG 002
Prevotella_9Prevotella_9
Lachnospira eligens

Revision editor(s): Anne-mariesharp

Signature 2

Needs review

Curated date: 2025/07/29

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 3A

Description: Differential taxa by individual metal exposure and cardiometabolic disease

Abundance in Group 1: decreased abundance in High glucose result (high lead exposure)

NCBI Quality ControlLinks
Tyzzerella
Intestinimonas massiliensis (ex Liu et al. 2021)
Family XIII AD3011 groupFamily XIII AD3011 group
Enterorhabdus
Howardella ureilytica
Alloprevotella
Streptococcus
Prevotella_9Prevotella_9
Pediococcus

Revision editor(s): Anne-mariesharp

Experiment 9


Needs review

Curated date: 2025/05/05

Curator: PreciousChijioke

Revision editor(s): Chloe, Anne-mariesharp, PreciousChijioke

Differences from previous experiment shown

Subjects

Group 0 name Corresponds to the control (unexposed) group for case-control studies
Low lead exposure
Group 1 name Corresponds to the case (exposed) group for case-control studies
High lead exposure
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Participants with high lead exposure

Lab analysis

Statistical Analysis

Signature 1

Needs review

Curated date: 2025/07/29

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 3A, 5A

Description: Differential taxa by individual metal exposure and cardiometabolic disease

Abundance in Group 1: increased abundance in High lead exposure

NCBI Quality ControlLinks
Alloprevotella
Clostridium
Dialister
Haemophilus
Holdemanella
Howardella ureilytica
Intestinimonas butyriciproducens
Lachnospiraceae bacterium NK4A136
Leuconostoc
Neisseria
Pediococcus
Rothia
Rothia mucilaginosa
Streptococcus
Syntrophococcus
Lachnospiraceae UCG 004Lachnospiraceae UCG 004
Family XIII AD3011 groupFamily XIII AD3011 group
UCG 005UCG 005
Lachnospiraceae UCG 010Lachnospiraceae UCG 010

Revision editor(s): Anne-mariesharp

Signature 2

Needs review

Curated date: 2025/07/29

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 3A, 5A

Description: Differential taxa by individual metal exposure and cardiometabolic disease

Abundance in Group 1: decreased abundance in High lead exposure

NCBI Quality ControlLinks
Anaerostipes hadrus
Bacteroides caccae
Enterorhabdus
Intestinimonas massiliensis (ex Liu et al. 2021)
Paraprevotella
Phocaeicola vulgatus
Tyzzerella
Prevotella_7Prevotella_7
Thomasclavelia
Megasphaera micronuciformis
Peptococcus

Revision editor(s): Anne-mariesharp

Experiment 10


Needs review

Curated date: 2025/05/05

Curator: PreciousChijioke

Revision editor(s): Chloe, Anne-mariesharp, PreciousChijioke

Differences from previous experiment shown

Subjects

Group 0 name Corresponds to the control (unexposed) group for case-control studies
Low glucose result (high arsenic exposure)
Group 1 name Corresponds to the case (exposed) group for case-control studies
High glucose result (high arsenic exposure)
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Participants with high glucose result within the high arsenic exposure group

Lab analysis

Statistical Analysis

Signature 1

Needs review

Curated date: 2025/07/30

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 3B

Description: Differential taxa by individual metal exposure and cardiometabolic disease

Abundance in Group 1: increased abundance in High glucose result (high arsenic exposure)

NCBI Quality ControlLinks
Alistipes indistinctus
Bilophila wadsworthia
Lachnospiraceae bacterium NK4A136
Megamonas funiformis
Megasphaera
Paraprevotella
Phocaeicola vulgatus
Prevotella_9 copriPrevotella_9 copri
Prevotella_9Prevotella_9
UCG 005UCG 005
Colidextribacter
Akkermansia muciniphila
Syntrophococcus
Thomasclavelia
Clostridium
Agathobacter
Peptococcus

Revision editor(s): Anne-mariesharp

Signature 2

Needs review

Curated date: 2025/07/30

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 3B

Description: Differential taxa by individual metal exposure and cardiometabolic disease

Abundance in Group 1: decreased abundance in High glucose result (high arsenic exposure)

NCBI Quality ControlLinks
Alloprevotella
Collinsella
Mediterraneibacter gnavus
Streptococcus
Prevotella_9Prevotella_9
Family XIII AD3011 groupFamily XIII AD3011 group
Christensenellaceae R-7 groupChristensenellaceae R-7 group
Howardella ureilytica
Enterorhabdus
Holdemanella
Parolsenella massiliensis

Revision editor(s): Anne-mariesharp

Experiment 11


Needs review

Curated date: 2025/05/05

Curator: PreciousChijioke

Revision editor(s): Chloe, Anne-mariesharp, PreciousChijioke

Differences from previous experiment shown

Subjects

Group 0 name Corresponds to the control (unexposed) group for case-control studies
Non-hypertensive (high arsenic exposure)
Group 1 name Corresponds to the case (exposed) group for case-control studies
Hypertensive (high arsenic exposure)
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Participants with hypertension within the high arsenic exposure group

Lab analysis

Statistical Analysis

Signature 1

Needs review

Curated date: 2025/07/30

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 3B

Description: Differential taxa by individual metal exposure and cardiometabolic disease

Abundance in Group 1: increased abundance in Hypertensive (high arsenic exposure)

NCBI Quality ControlLinks
Anaerostipes hadrus
Bacteria incertae sedis
Collinsella
Enterorhabdus
Mediterraneibacter gnavus
Megamonas funiformis
Megasphaera
Streptococcus
Family XIII AD3011 groupFamily XIII AD3011 group
Christensenellaceae R-7 groupChristensenellaceae R-7 group
Rothia
Neisseria
Thomasclavelia
Clostridium
Agathobacter
Peptococcus

Revision editor(s): Anne-mariesharp

Signature 2

Needs review

Curated date: 2025/07/30

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 3B

Description: Differential taxa by individual metal exposure and cardiometabolic disease

Abundance in Group 1: decreased abundance in Hypertensive (high arsenic exposure)

NCBI Quality ControlLinks
Alistipes indistinctus
Howardella ureilytica
Paraprevotella
Succinivibrio
Prevotella_9 copriPrevotella_9 copri
Prevotella_9Prevotella_9
UCG 005UCG 005
Prevotellaceae UCG 003Prevotellaceae UCG 003

Revision editor(s): Anne-mariesharp

Experiment 12


Needs review

Curated date: 2025/07/28

Curator: Anne-mariesharp

Revision editor(s): Chloe, Anne-mariesharp

Differences from previous experiment shown

Subjects

Group 0 name Corresponds to the control (unexposed) group for case-control studies
Low body mass index (BMI) (high arsenic exposure)
Group 1 name Corresponds to the case (exposed) group for case-control studies
High body mass index (BMI) (high arsenic exposure)
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Participants with high body mass index (BMI) within the high arsenic exposure group

Lab analysis

Statistical Analysis

Signature 1

Needs review

Curated date: 2025/07/30

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 3B

Description: Differential taxa by individual metal exposure and cardiometabolic disease

Abundance in Group 1: increased abundance in High body mass index (BMI) (high arsenic exposure)

NCBI Quality ControlLinks
Dialister invisus
Prevotella_9Prevotella_9
Alloprevotella
Christensenellaceae R-7 groupChristensenellaceae R-7 group
Thomasclavelia
Prevotellaceae UCG 003Prevotellaceae UCG 003
Clostridium
Agathobacter
Peptococcus

Revision editor(s): Anne-mariesharp

Signature 2

Needs review

Curated date: 2025/07/30

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 3B

Description: Differential taxa by individual metal exposure and cardiometabolic disease

Abundance in Group 1: decreased abundance in High body mass index (BMI) (high arsenic exposure)

NCBI Quality ControlLinks
Eisenbergiella tayi
Mediterraneibacter gnavus
Megasphaera
Phocaeicola vulgatus
Streptococcus
Megamonas funiformis
Alistipes indistinctus
Paraprevotella
Anaerostipes hadrus
Family XIII AD3011 groupFamily XIII AD3011 group
Rothia mucilaginosa
Colidextribacter
Enterorhabdus
Akkermansia muciniphila
Holdemanella
Rothia
Neisseria
Haemophilus

Revision editor(s): Anne-mariesharp

Experiment 13


Needs review

Curated date: 2025/07/30

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Differences from previous experiment shown

Subjects

Group 0 name Corresponds to the control (unexposed) group for case-control studies
Low diastolic blood pressure (DBP) (high arsenic exposure)
Group 1 name Corresponds to the case (exposed) group for case-control studies
High diastolic blood pressure (DBP) (high arsenic exposure)
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Participants with high diastolic blood pressure (DBP) within the high arsenic exposure group

Lab analysis

Statistical Analysis

Signature 1

Needs review

Curated date: 2025/07/30

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 3B

Description: Differential taxa by individual metal exposure and cardiometabolic disease

Abundance in Group 1: increased abundance in High diastolic blood pressure (DBP) (high arsenic exposure)

NCBI Quality ControlLinks
Prevotella_9Prevotella_9
Alistipes indistinctus
Collinsella
UCG 005UCG 005
Rothia mucilaginosa
Family XIII AD3011 groupFamily XIII AD3011 group
Howardella ureilytica
Akkermansia muciniphila

Revision editor(s): Anne-mariesharp

Signature 2

Needs review

Curated date: 2025/07/30

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 3B

Description: Differential taxa by individual metal exposure and cardiometabolic disease

Abundance in Group 1: decreased abundance in High diastolic blood pressure (DBP) (high arsenic exposure)

NCBI Quality ControlLinks
Streptococcus
Bacteria incertae sedis
Anaerostipes hadrus
Christensenellaceae R-7 groupChristensenellaceae R-7 group
Family XIII AD3011 groupFamily XIII AD3011 group
Enterorhabdus
Thomasclavelia
Prevotellaceae UCG 003Prevotellaceae UCG 003
Clostridium
Agathobacter
Parolsenella massiliensis
Peptococcus

Revision editor(s): Anne-mariesharp

Experiment 14


Needs review

Curated date: 2025/07/30

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Differences from previous experiment shown

Subjects

Group 0 name Corresponds to the control (unexposed) group for case-control studies
Low arsenic exposure
Group 1 name Corresponds to the case (exposed) group for case-control studies
High arsenic exposure
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Participants with high arsenic exposure

Lab analysis

Statistical Analysis

Signature 1

Needs review

Curated date: 2025/07/30

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 3B, Figure 5A

Description: Differential taxa by individual metal exposure and cardiometabolic disease

Abundance in Group 1: increased abundance in High arsenic exposure

NCBI Quality ControlLinks
Agathobacter
Alloprevotella
Clostridium
Haemophilus
Howardella ureilytica
Lachnospiraceae bacterium NK4A136
Leuconostoc
Neisseria
Paludicola
Parolsenella massiliensis
Rothia
Rothia mucilaginosa
Streptococcus
Succinivibrio
Prevotella_9 copriPrevotella_9 copri
Family XIII AD3011 groupFamily XIII AD3011 group
Prevotellaceae UCG 003Prevotellaceae UCG 003
Prevotella_7Prevotella_7

Revision editor(s): Anne-mariesharp

Signature 2

Needs review

Curated date: 2025/07/30

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 3B, Figure 5A

Description: Differential taxa by individual metal exposure and cardiometabolic disease

Abundance in Group 1: decreased abundance in High arsenic exposure

NCBI Quality ControlLinks
Anaerostipes hadrus
Bacteria incertae sedis
Bilophila wadsworthia
Eisenbergiella tayi
Enterorhabdus
Mediterraneibacter gnavus
Megasphaera
Peptococcus
Streptococcus
Syntrophococcus
Thomasclavelia
UCG 005UCG 005
Christensenellaceae R-7 groupChristensenellaceae R-7 group
Family XIII AD3011 groupFamily XIII AD3011 group
Holdemanella
Tyzzerella
Megasphaera micronuciformis

Revision editor(s): Anne-mariesharp

Experiment 15


Needs review

Curated date: 2025/07/30

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Differences from previous experiment shown

Subjects

Group 0 name Corresponds to the control (unexposed) group for case-control studies
Non-diabetic (high arsenic exposure)
Group 1 name Corresponds to the case (exposed) group for case-control studies
Diabetic (high arsenic exposure)
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Participants diagnosed with T2DM (Type 2 Diabetes Mellitus) within the high arsenic exposure group

Lab analysis

Statistical Analysis

Signature 1

Needs review

Curated date: 2025/07/30

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 3B

Description: Differential taxa by individual metal exposure and cardiometabolic disease

Abundance in Group 1: increased abundance in Diabetic (high arsenic exposure)

NCBI Quality ControlLinks
Alloprevotella
Mediterraneibacter gnavus
Streptococcus
Family XIII AD3011 groupFamily XIII AD3011 group
Rothia mucilaginosa
Howardella ureilytica
Holdemanella
Rothia
Neisseria
Haemophilus
Prevotellaceae UCG 003Prevotellaceae UCG 003
Clostridium
Parolsenella massiliensis

Revision editor(s): Anne-mariesharp

Signature 2

Needs review

Curated date: 2025/07/30

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 3B

Description: Differential taxa by individual metal exposure and cardiometabolic disease

Abundance in Group 1: decreased abundance in Diabetic (high arsenic exposure)

NCBI Quality ControlLinks
Alistipes indistinctus
Collinsella
Dialister invisus
Lachnospiraceae bacterium NK4A136
Megamonas funiformis
Megasphaera
Paraprevotella
Phocaeicola vulgatus
Streptococcus
Prevotella_9 copriPrevotella_9 copri
Prevotella_9Prevotella_9
Christensenellaceae R-7 groupChristensenellaceae R-7 group
Colidextribacter
Enterorhabdus
Syntrophococcus
Thomasclavelia
Agathobacter
Peptococcus

Revision editor(s): Anne-mariesharp

Experiment 16


Needs review

Curated date: 2025/07/31

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Differences from previous experiment shown

Subjects

Group 0 name Corresponds to the control (unexposed) group for case-control studies
Non-diabetic (high cadmium exposure)
Group 1 name Corresponds to the case (exposed) group for case-control studies
Diabetic (high cadmium exposure)
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Participants diagnosed with T2DM (Type 2 Diabetes Mellitus) within the high cadmium exposure group

Lab analysis

Statistical Analysis

Signature 1

Needs review

Curated date: 2025/07/31

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 3C

Description: Differential taxa by individual metal exposure and cardiometabolic disease

Abundance in Group 1: increased abundance in Diabetic (high cadmium exposure)

NCBI Quality ControlLinks
Pediococcus
Family XIII AD3011 groupFamily XIII AD3011 group
Rothia mucilaginosa
Neisseria
Rothia
Haemophilus
Collinsella
Intestinimonas
Blautia
Clostridium

Revision editor(s): Anne-mariesharp

Signature 2

Needs review

Curated date: 2025/07/31

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 3C

Description: Differential taxa by individual metal exposure and cardiometabolic disease

Abundance in Group 1: decreased abundance in Diabetic (high cadmium exposure)

NCBI Quality ControlLinks
Alistipes indistinctus
Colidextribacter
Corynebacterium
Dialister invisus
Enterorhabdus
Lachnospiraceae bacterium NK4A136
Megamonas funiformis
Paraprevotella
Peptococcus
Phocaeicola vulgatus
Streptococcus
Syntrophococcus
Prevotella_9Prevotella_9
UCG 002UCG 002
Prevotella_9 copriPrevotella_9 copri
Christensenellaceae R-7 groupChristensenellaceae R-7 group
Phascolarctobacterium succinatutens

Revision editor(s): Anne-mariesharp

Experiment 17


Needs review

Curated date: 2025/07/31

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Differences from previous experiment shown

Subjects

Group 0 name Corresponds to the control (unexposed) group for case-control studies
Low diastolic blood pressure (high cadmium exposure)
Group 1 name Corresponds to the case (exposed) group for case-control studies
High diastolic blood pressure (high cadmium exposure)
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Participants with high diastolic blood pressure within the high cadmium exposure group

Lab analysis

Statistical Analysis

Signature 1

Needs review

Curated date: 2025/07/31

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 3C

Description: Differential taxa by individual metal exposure and cardiometabolic disease

Abundance in Group 1: increased abundance in High diastolic blood pressure (high cadmium exposure)

NCBI Quality ControlLinks
Akkermansia muciniphila
Alistipes indistinctus
Blautia
Colidextribacter
Howardella ureilytica
Lactococcus
Neisseria
Rothia mucilaginosa
Family XIII AD3011 groupFamily XIII AD3011 group
UCG 005UCG 005

Revision editor(s): Anne-mariesharp

Signature 2

Needs review

Curated date: 2025/07/31

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 3C

Description: Differential taxa by individual metal exposure and cardiometabolic disease

Abundance in Group 1: decreased abundance in High diastolic blood pressure (high cadmium exposure)

NCBI Quality ControlLinks
Corynebacterium
Enterorhabdus
Mitsuokella multacida
Pediococcus
Streptococcus
Thomasclavelia
Christensenellaceae R-7 groupChristensenellaceae R-7 group
Family XIII AD3011 groupFamily XIII AD3011 group
Collinsella
Intestinimonas
Clostridium
Peptococcus

Revision editor(s): Anne-mariesharp

Experiment 18


Needs review

Curated date: 2025/07/31

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Differences from previous experiment shown

Subjects

Group 0 name Corresponds to the control (unexposed) group for case-control studies
Low cadmium exposure
Group 1 name Corresponds to the case (exposed) group for case-control studies
High cadmium exposure
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Participants with high cadmium exposure

Lab analysis

Statistical Analysis

Signature 1

Needs review

Curated date: 2025/07/31

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 3C

Description: Differential taxa by individual metal exposure and cardiometabolic disease

Abundance in Group 1: increased abundance in High cadmium exposure

NCBI Quality ControlLinks
Dialister invisus
Thomasclavelia
Streptococcus
Lachnospiraceae bacterium NK4A136
Pediococcus
Family XIII AD3011 groupFamily XIII AD3011 group
Akkermansia muciniphila
Christensenellaceae R-7 groupChristensenellaceae R-7 group
Rothia
Intestinimonas

Revision editor(s): Anne-mariesharp

Signature 2

Needs review

Curated date: 2025/07/31

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 3C

Description: Differential taxa by individual metal exposure and cardiometabolic disease

Abundance in Group 1: decreased abundance in High cadmium exposure

NCBI Quality ControlLinks
Christensenellaceae R-7 groupChristensenellaceae R-7 group
Lactococcus
Prevotella_9Prevotella_9
Syntrophococcus
Alistipes indistinctus
UCG 005UCG 005
Howardella ureilytica
Enterorhabdus
Colidextribacter
Family XIII AD3011 groupFamily XIII AD3011 group
Haemophilus
Collinsella
Blautia
Clostridium
Peptococcus

Revision editor(s): Anne-mariesharp

Experiment 19


Needs review

Curated date: 2025/07/31

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Differences from previous experiment shown

Subjects

Group 0 name Corresponds to the control (unexposed) group for case-control studies
Low glucose result (high cadmium exposure)
Group 1 name Corresponds to the case (exposed) group for case-control studies
High glucose result (high cadmium exposure)
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Participants with high glucose result within the high cadmium exposure group

Lab analysis

Statistical Analysis

Signature 1

Needs review

Curated date: 2025/07/31

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 3C

Description: Differential taxa by individual metal exposure and cardiometabolic disease

Abundance in Group 1: increased abundance in High glucose result (high cadmium exposure)

NCBI Quality ControlLinks
Akkermansia muciniphila
Alistipes indistinctus
Colidextribacter
Corynebacterium
Lachnospiraceae bacterium NK4A136
Megamonas funiformis
Paraprevotella
Phascolarctobacterium succinatutens
Phocaeicola plebeius
Syntrophococcus
Christensenellaceae R-7 groupChristensenellaceae R-7 group
Prevotella_9Prevotella_9
UCG 002UCG 002
Prevotella_9 copriPrevotella_9 copri
UCG 005UCG 005
Neisseria
Rothia
Family XIII AD3011 groupFamily XIII AD3011 group
Haemophilus
Collinsella
Intestinimonas
Clostridium
Peptococcus

Revision editor(s): Anne-mariesharp

Signature 2

Needs review

Curated date: 2025/07/31

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 3C

Description: Differential taxa by individual metal exposure and cardiometabolic disease

Abundance in Group 1: decreased abundance in High glucose result (high cadmium exposure)

NCBI Quality ControlLinks
Family XIII AD3011 groupFamily XIII AD3011 group
Christensenellaceae R-7 groupChristensenellaceae R-7 group
Enterorhabdus
Blautia

Revision editor(s): Anne-mariesharp

Experiment 20


Needs review

Curated date: 2025/07/31

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Differences from previous experiment shown

Subjects

Group 0 name Corresponds to the control (unexposed) group for case-control studies
Non-hypertensive (high cadmium exposure)
Group 1 name Corresponds to the case (exposed) group for case-control studies
Hypertensive (high cadmium exposure)
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Participants with hypertension within the high cadmium exposure group

Lab analysis

Statistical Analysis

Signature 1

Needs review

Curated date: 2025/07/31

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 3C

Description: Differential taxa by individual metal exposure and cardiometabolic disease

Abundance in Group 1: increased abundance in Hypertensive (high cadmium exposure)

NCBI Quality ControlLinks
Corynebacterium
Thomasclavelia
Streptococcus
Pediococcus
Megamonas funiformis
Family XIII AD3011 groupFamily XIII AD3011 group
Christensenellaceae R-7 groupChristensenellaceae R-7 group
Enterorhabdus
Collinsella
Blautia
Clostridium
Peptococcus

Revision editor(s): Anne-mariesharp

Signature 2

Needs review

Curated date: 2025/07/31

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 3C

Description: Differential taxa by individual metal exposure and cardiometabolic disease

Abundance in Group 1: decreased abundance in Hypertensive (high cadmium exposure)

NCBI Quality ControlLinks
Prevotella_9Prevotella_9
Colidextribacter
Paraprevotella
Alistipes indistinctus
UCG 005UCG 005
Howardella ureilytica
Neisseria
Intestinimonas

Revision editor(s): Anne-mariesharp

Experiment 21


Needs review

Curated date: 2025/07/31

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Differences from previous experiment shown

Subjects

Group 0 name Corresponds to the control (unexposed) group for case-control studies
Low body mass index (BMI) (high cadmium exposure)
Group 1 name Corresponds to the case (exposed) group for case-control studies
High body mass index (BMI) (high cadmium exposure)
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Participants with high body mass index within the high cadmium exposure group

Lab analysis

Statistical Analysis

Signature 1

Needs review

Curated date: 2025/07/31

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 3C

Description: Differential taxa by individual metal exposure and cardiometabolic disease

Abundance in Group 1: increased abundance in High body mass index (BMI) (high cadmium exposure)

NCBI Quality ControlLinks
Corynebacterium
Streptococcus
Mitsuokella multacida
Prevotella_9Prevotella_9
Christensenellaceae R-7 groupChristensenellaceae R-7 group
Clostridium
Peptococcus

Revision editor(s): Anne-mariesharp

Signature 2

Needs review

Curated date: 2025/07/31

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 3C

Description: Differential taxa by individual metal exposure and cardiometabolic disease

Abundance in Group 1: decreased abundance in High body mass index (BMI) (high cadmium exposure)

NCBI Quality ControlLinks
Phocaeicola vulgatus
Christensenellaceae R-7 groupChristensenellaceae R-7 group
Lactococcus
Colidextribacter
Phocaeicola plebeius
Megamonas funiformis
Alistipes indistinctus
Family XIII AD3011 groupFamily XIII AD3011 group
Akkermansia muciniphila
UCG 005UCG 005
Rothia mucilaginosa
Enterorhabdus
Neisseria
Rothia
Haemophilus
Collinsella
Intestinimonas
Blautia

Revision editor(s): Anne-mariesharp

Experiment 22


Needs review

Curated date: 2025/08/01

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Differences from previous experiment shown

Subjects

Group 0 name Corresponds to the control (unexposed) group for case-control studies
Low body mass index (BMI) (high mercury exposure)
Group 1 name Corresponds to the case (exposed) group for case-control studies
High body mass index (BMI) (high mercury exposure)
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Participants with high body mass index within the high mercury exposure group

Lab analysis

Statistical Analysis

Signature 1

Needs review

Curated date: 2025/08/01

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 3D

Description: Differential taxa by individual metal exposure and cardiometabolic disease

Abundance in Group 1: decreased abundance in High body mass index (BMI) (high mercury exposure)

NCBI Quality ControlLinks
Fusobacterium
Rothia

Revision editor(s): Anne-mariesharp

Experiment 23


Needs review

Curated date: 2025/08/01

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Differences from previous experiment shown

Subjects

Group 0 name Corresponds to the control (unexposed) group for case-control studies
Low glucose result (high mercury exposure)
Group 1 name Corresponds to the case (exposed) group for case-control studies
High glucose result (high mercury exposure)
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Participants with high glucose result within the high mercury exposure group

Lab analysis

Statistical Analysis

Signature 1

Needs review

Curated date: 2025/08/01

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 3D

Description: Differential taxa by individual metal exposure and cardiometabolic disease

Abundance in Group 1: increased abundance in High glucose result (high mercury exposure)

NCBI Quality ControlLinks
Bacteria incertae sedis
Alistipes indistinctus
Parolsenella

Revision editor(s): Anne-mariesharp

Experiment 24


Needs review

Curated date: 2025/08/01

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Differences from previous experiment shown

Subjects

Group 0 name Corresponds to the control (unexposed) group for case-control studies
Low mercury exposure
Group 1 name Corresponds to the case (exposed) group for case-control studies
High mercury exposure
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Participants with high mercury exposure

Lab analysis

Statistical Analysis

Signature 1

Needs review

Curated date: 2025/08/01

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 3D

Description: Differential taxa by individual metal exposure and cardiometabolic disease

Abundance in Group 1: decreased abundance in High mercury exposure

NCBI Quality ControlLinks
Candidatus Soleaferrea
Syntrophococcus
Sporobacter
Lachnospiraceae bacterium NK3A20
Lachnospiraceae UCG 002Lachnospiraceae UCG 002

Revision editor(s): Anne-mariesharp

Experiment 25


Needs review

Curated date: 2025/08/05

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Differences from previous experiment shown

Subjects

Group 0 name Corresponds to the control (unexposed) group for case-control studies
Low diastolic blood pressure
Group 1 name Corresponds to the case (exposed) group for case-control studies
High diastolic blood pressure
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Participants with high diastolic blood pressure

Lab analysis

Statistical Analysis

Signature 1

Needs review

Curated date: 2025/08/05

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 5A

Description: Top 50 taxa associated with all high metal exposures and cardiometabolic factors

Abundance in Group 1: increased abundance in High diastolic blood pressure

NCBI Quality ControlLinks
Akkermansia muciniphila
Holdemania massiliensis
Howardella ureilytica
Intestinimonas butyriciproducens
Rothia mucilaginosa
[Clostridium] innocuum
Prevotella_7Prevotella_7
Prevotella_9Prevotella_9
UCG 005UCG 005
Tyzzerella
Megasphaera micronuciformis

Revision editor(s): Anne-mariesharp

Signature 2

Needs review

Curated date: 2025/08/05

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 5A

Description: Top 50 taxa associated with all high metal exposures and cardiometabolic factors

Abundance in Group 1: decreased abundance in High diastolic blood pressure

NCBI Quality ControlLinks
Anaerostipes hadrus
Bacteria incertae sedis
Dialister
Enterorhabdus
Streptococcus
Family XIII AD3011 groupFamily XIII AD3011 group
Thomasclavelia
Leuconostoc
Clostridium
Peptococcus

Revision editor(s): Anne-mariesharp

Experiment 26


Needs review

Curated date: 2025/08/05

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Differences from previous experiment shown

Subjects

Group 0 name Corresponds to the control (unexposed) group for case-control studies
Non-diabetic
Group 1 name Corresponds to the case (exposed) group for case-control studies
Diabetic
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Participants diagnosed with T2DM (Type 2 Diabetes Mellitus)

Lab analysis

Statistical Analysis

Signature 1

Needs review

Curated date: 2025/08/05

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 5A

Description: Top 50 taxa associated with all high metal exposures and cardiometabolic factors

Abundance in Group 1: increased abundance in Diabetic

NCBI Quality ControlLinks
Howardella ureilytica
Mediterraneibacter gnavus
Parolsenella massiliensis
Rothia
Rothia mucilaginosa
Streptococcus
Family XIII AD3011 groupFamily XIII AD3011 group
Neisseria
Haemophilus
Megasphaera micronuciformis
Leuconostoc
Clostridium

Revision editor(s): Anne-mariesharp

Signature 2

Needs review

Curated date: 2025/08/05

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 5A

Description: Top 50 taxa associated with all high metal exposures and cardiometabolic factors

Abundance in Group 1: decreased abundance in Diabetic

NCBI Quality ControlLinks
Dialister invisus
Intestinimonas butyriciproducens
Megamonas funiformis
Paraprevotella
Streptococcus
[Clostridium] innocuum
Prevotella_9 copriPrevotella_9 copri
Lachnospiraceae UCG 010Lachnospiraceae UCG 010
Enterorhabdus
Akkermansia muciniphila
Syntrophococcus
Tyzzerella
Thomasclavelia
Peptococcus

Revision editor(s): Anne-mariesharp

Experiment 27


Needs review

Curated date: 2025/08/05

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Differences from previous experiment shown

Subjects

Group 0 name Corresponds to the control (unexposed) group for case-control studies
Non-hypertensive
Group 1 name Corresponds to the case (exposed) group for case-control studies
Hypertensive
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Participants with hypertension

Lab analysis

Statistical Analysis

Signature 1

Needs review

Curated date: 2025/08/05

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 5A

Description: Top 50 taxa associated with all high metal exposures and cardiometabolic factors

Abundance in Group 1: increased abundance in Hypertensive

NCBI Quality ControlLinks
Anaerostipes hadrus
Bacteria incertae sedis
Dialister invisus
Mediterraneibacter gnavus
Megamonas funiformis
Streptococcus
Lachnospiraceae UCG 010Lachnospiraceae UCG 010
Family XIII AD3011 groupFamily XIII AD3011 group
Enterorhabdus
Neisseria
Thomasclavelia
Megasphaera micronuciformis
Leuconostoc
Clostridium
Peptococcus

Revision editor(s): Anne-mariesharp

Signature 2

Needs review

Curated date: 2025/08/05

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 5A

Description: Top 50 taxa associated with all high metal exposures and cardiometabolic factors

Abundance in Group 1: decreased abundance in Hypertensive

NCBI Quality ControlLinks
Holdemanella
Holdemania massiliensis
Paraprevotella
Succinivibrio
Prevotella_9 copriPrevotella_9 copri
Prevotella_9Prevotella_9
Intestinimonas butyriciproducens
Howardella ureilytica
UCG 005UCG 005
Tyzzerella

Revision editor(s): Anne-mariesharp

Experiment 28


Needs review

Curated date: 2025/08/05

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Differences from previous experiment shown

Subjects

Group 0 name Corresponds to the control (unexposed) group for case-control studies
Low body mass index (BMI)
Group 1 name Corresponds to the case (exposed) group for case-control studies
High body mass index (BMI)
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Participants with high body mass index (BMI)

Lab analysis

Statistical Analysis

Signature 1

Needs review

Curated date: 2025/08/05

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 5A

Description: Top 50 taxa associated with all high metal exposures and cardiometabolic factors

Abundance in Group 1: increased abundance in High body mass index (BMI)

NCBI Quality ControlLinks
Dialister
Dialister invisus
[Clostridium] innocuum
Lachnospiraceae UCG 010Lachnospiraceae UCG 010
Tyzzerella
Thomasclavelia
Clostridium
Peptococcus

Revision editor(s): Anne-mariesharp

Signature 2

Needs review

Curated date: 2025/08/05

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 5A

Description: Top 50 taxa associated with all high metal exposures and cardiometabolic factors

Abundance in Group 1: decreased abundance in High body mass index (BMI)

NCBI Quality ControlLinks
Mediterraneibacter gnavus
Megamonas funiformis
Streptococcus
Anaerostipes hadrus
Paraprevotella
Rothia mucilaginosa
Intestinimonas butyriciproducens
Family XIII AD3011 groupFamily XIII AD3011 group
Rothia
Enterorhabdus
Akkermansia muciniphila
Neisseria
Megasphaera micronuciformis
Leuconostoc
Haemophilus

Revision editor(s): Anne-mariesharp

Experiment 29


Needs review

Curated date: 2025/08/05

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Differences from previous experiment shown

Subjects

Group 0 name Corresponds to the control (unexposed) group for case-control studies
Low glucose result
Group 1 name Corresponds to the case (exposed) group for case-control studies
High glucose result
Group 1 definition Diagnostic criteria applied to define the specific condition / phenotype represented in the case (exposed) group
Participants with high glucose result

Lab analysis

Statistical Analysis

Signature 1

Needs review

Curated date: 2025/08/05

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 5A

Description: Top 50 taxa associated with all high metal exposures and cardiometabolic factors

Abundance in Group 1: increased abundance in High glucose result

NCBI Quality ControlLinks
Akkermansia muciniphila
Megamonas funiformis
Paraprevotella
Syntrophococcus
Prevotella_9 copriPrevotella_9 copri
UCG 005UCG 005
Thomasclavelia
Clostridium
Peptococcus

Revision editor(s): Anne-mariesharp

Signature 2

Needs review

Curated date: 2025/08/05

Curator: Anne-mariesharp

Revision editor(s): Anne-mariesharp

Source: Figure 5A

Description: Top 50 taxa associated with all high metal exposures and cardiometabolic factors

Abundance in Group 1: decreased abundance in High glucose result

NCBI Quality ControlLinks
Enterorhabdus
Holdemanella
Howardella ureilytica
Intestinimonas butyriciproducens
Mediterraneibacter gnavus
Parolsenella massiliensis
Streptococcus
Prevotella_9Prevotella_9
Family XIII AD3011 groupFamily XIII AD3011 group
Tyzzerella
Megasphaera micronuciformis
Leuconostoc

Revision editor(s): Anne-mariesharp