WikiBiomeThe human microbiome encyclopedia
Structural evidence

Keystone studies

A Keystone designation identifies research that WikiBiome depends on to connect metals, microbes, mechanisms, and disease. It is a transparent graph role—not a citation prize, journal ranking, or claim that every source has equal publication status.

41
designated studies
272
dependent pages
41
verified DOI records
Classification contract

At least three of five criteria

The source data carries the criteria and editorial rationale; this page regenerates the designation list and every dependency link from the synchronized corpus.

01

Cross-domain bridge

Connects scientific domains whose literatures would otherwise remain separate.

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02

Structural dependency

Supports a page or evidence layer that would become materially weaker if the study were removed.

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03

Cross-condition reach

Provides connective evidence used across more than one disease or biological context.

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04

Mechanistic explanation

Explains why an association exists rather than reporting correlation alone.

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05

Interpretive change

Changes how WikiBiome organizes or explains an organism, exposure, disease, or ecological process.

Filter by criterion 5
Generated library

Criterion 1: Cross-domain bridge

26 records, ordered by the number of canonical pages that use them.

Inorganics · 2019

Role of Nickel in Microbial Pathogenesis

Robert J. Maier, Stéphane L. Benoit

63
dependent pages
4/5
criteria
Why Keystone

This paper established that nickel serves as an essential cofactor for virulence enzymes across more than 40 prokaryotic and 9 eukaryotic pathogens — and that mammals produce no known nickel-requiring proteins. That single asymmetry is the foundation of WikiBiome's metallomics thesis: nickel restriction could disable pathogen virulence without harming the host. Without this paper, WikiBiome could not explain why nickel contamination in agriculture selects for pathogenic organisms in the gut, a connection that underpins the metallomic layer of multiple disease signatures.

Criteria met
1 · Cross-domain bridge2 · Structural dependency4 · Mechanistic explanation5 · Interpretive change
Used by canonical pages
Conference Presentation · 2025

Microbial Metallomics and Parkinson's Disease: A Unified Metal-Driven Framework Linking Ferroptosis, Dysbiosis, and alpha-Synuclein Pathology

Karen Pendergrass

46
dependent pages
4/5
criteria
Why Keystone

This paper introduced the unified framework connecting microbial metallomics, ferroptosis, and alpha-synuclein pathology in Parkinson's disease — three domains that had never been integrated. It provides the mechanistic explanation for why iron dysregulation in the gut drives both microbial dysbiosis and dopaminergic neurodegeneration through a single metal-dependent cascade. This framework is the structural basis for WikiBiome's Parkinson's disease signature and fundamentally reframed PD as a metallomics-driven ecological collapse rather than a purely neurological event.

Criteria met
1 · Cross-domain bridge2 · Structural dependency4 · Mechanistic explanation5 · Interpretive change
Used by canonical pages
International Journal of Molecular Sciences · 2024

Mechanism of Iron Ion Homeostasis in Intestinal Immunity and Gut Microbiota Remodeling

Honghong Bao, Yi Wang, Hanlin Xiong, Yaoyao Xia et al.

45
dependent pages
3/5
criteria
Why Keystone

Establishes iron homeostasis as a critical junction between host immunity (hepcidin-ferroportin axis) and microbiota composition—demonstrating how iron deficiency depletes Lactobacillus while iron excess enriches pathogenic Bacteroides and E. coli. This paper is foundational to WikiBiome's iron signatures across anemia, IBD, and metabolic disease.

Criteria met
1 · Cross-domain bridge3 · Cross-condition reach4 · Mechanistic explanation
Used by canonical pages
Frontiers in Nutrition · 2024

Toxic and Essential Metals: Metabolic Interactions with the Gut Microbiota and Health Implications

Qinheng Zhu, Boyan Chen, Fu Zhang, Baodan Zhang et al.

37
dependent pages
3/5
criteria
Why Keystone

Maps the bidirectional interactions between toxic and essential metals and the gut microbiota, showing how microbial metabolism can both detoxify and activate metal species, and how metal exposure selects for metal-tolerant taxa. Supports the core WikiBiome thesis that the gut microbiota is a primary interface in human metal biology.

Criteria met
1 · Cross-domain bridge2 · Structural dependency3 · Cross-condition reach
Used by canonical pages
Microbiota and Host · 2024

Effects of Heavy Metals on Gut Barrier Integrity and Gut Microbiota

Sweta Ghosh, Syam P. Nukavarpu, Venkatakrishna Rao Jala

35
dependent pages
4/5
criteria
Why Keystone

Comprehensively maps metal-specific mechanisms of tight junction disruption (arsenic: paracellular transport; lead: claudin/occludin loss; mercury: permeability increase; cadmium: E-cadherin downregulation) and identifies metal-susceptible vs. metal-resistant microbiota species. WikiBiome depends on this evidence to explain barrier collapse as the critical intermediate step connecting metal burden to systemic dysbiosis—showing how microbial metabolites and probiotic species can counteract metal-induced permeability.

Criteria met
1 · Cross-domain bridge2 · Structural dependency3 · Cross-condition reach4 · Mechanistic explanation
Used by canonical pages
Mass Spectrometry Reviews · 2021

Infection metallomics for critical care in the post-COVID era

Patil RH, Luptakova D, Havlicek V

27
dependent pages
4/5
criteria
Why Keystone

Defines infection metallomics as a diagnostic platform: microbial metallophores (siderophores and Cu/Zn/Ni/Co-chelators) detected by mass spectrometry can distinguish invasive infection from colonization. Underpins WikiBiome's framing of pathogen virulence as a metal-acquisition phenomenon and establishes metallophores as signature biomarkers across sepsis, pneumonia, UTI, and CNS infection.

Criteria met
1 · Cross-domain bridge3 · Cross-condition reach4 · Mechanistic explanation5 · Interpretive change
Used by canonical pages
Seminars in Immunopathology · 2012

Metal Ion Acquisition in Staphylococcus aureus: Overcoming Nutritional Immunity

James E. Cassat, Eric P. Skaar

25
dependent pages
3/5
criteria
Why Keystone

Maps the complete metal acquisition arsenal of Staphylococcus aureus and the nutritional immunity systems the host deploys to counter each—transforming WikiBiome's understanding of how calprotectin-mediated manganese/zinc sequestration drives both pathogenic persistence and dysbiotic inflammation. This mechanistic completeness is foundational to modeling metal-dependent pathogenesis across wound, respiratory, and systemic infections.

Criteria met
1 · Cross-domain bridge3 · Cross-condition reach4 · Mechanistic explanation
Used by canonical pages
Science of the Total Environment · 2020

Gut Microbiota: A Target for Heavy Metal Toxicity and a Probiotic Protective Strategy

Hui Duan, Leilei Yu, Fengwei Tian, Qixiao Zhai et al.

24
dependent pages
3/5
criteria
Why Keystone

Frames the bidirectional relationship between metals and dysbiosis: metals drive dysbiosis, and dysbiosis impairs metal detoxification—a positive feedback loop central to WikiBiome's pathophysiology model. Critical for understanding why probiotic intervention (Lactobacillus, Bifidobacterium) can interrupt metal-driven disease across autism, allergies, and metabolic conditions.

Criteria met
1 · Cross-domain bridge2 · Structural dependency3 · Cross-condition reach
Used by canonical pages
World Academy of Sciences Journal · 2021

Influence of Toxic Metal Exposure on the Gut Microbiota (Review)

Federica Giambo, Sebastiano Italia, Michele Teodoro, Giusi Briguglio et al.

23
dependent pages
4/5
criteria
Why Keystone

Comprehensive synthesis of how arsenic, cadmium, mercury, lead, and trace metals reshape microbiota composition and functionality. This cross-metal framework enables WikiBiome to explain why multiple metals—whether individually or as an environmental metal burden—converge on the dysbiotic signatures observed across disease states.

Criteria met
1 · Cross-domain bridge2 · Structural dependency3 · Cross-condition reach4 · Mechanistic explanation
Used by canonical pages
Biosensors · 2025

Heavy Metal-Gut Microbiota Interactions: Probiotics Modulation and Biosensors Detection

Liliana Anchidin-Norocel, Oana C. Iatcu, Andrei Lobiuc, Mihai Covasa

21
dependent pages
3/5
criteria
Why Keystone

Synthesizes metal-dysbiosis interactions with eight distinct probiotic detoxification mechanisms (biosorption, bioprecipitation, bioassimilation, biotransformation) and real-time biosensor monitoring of metal clearance. WikiBiome depends on this paper to link microbiota-mediated metal sequestration to barrier function recovery—establishing that probiotic interventions can interrupt the metal-dysbiosis feedback loop by enabling both metal excretion and restoration of tight junction integrity.

Criteria met
1 · Cross-domain bridge3 · Cross-condition reach4 · Mechanistic explanation
Used by canonical pages
Frontiers in Neuroscience · 2024

Scholefield et al. 2024 — Brain Metallomic Signatures Distinguish DLB from AD and PDD

Melissa Scholefield, Stephanie J. Church, Jingshu Xu, Garth J. S. Cooper

19
dependent pages
5/5
criteria
Why Keystone

Shows that brain metallomic signatures — the spatial distribution of Fe, Cu, Zn, Mn across specific regions — discriminate dementia with Lewy bodies from Alzheimer's and Parkinson's disease dementia. Establishes that neurodegenerative diseases are metallomically distinct phenotypes, not variants of a single cascade, and grounds WikiBiome's differential signatures for DLB, AD, and PDD.

Criteria met
1 · Cross-domain bridge2 · Structural dependency3 · Cross-condition reach4 · Mechanistic explanation5 · Interpretive change
Used by canonical pages
Digestive Diseases and Sciences · 2024

ZIP8 A391T Crohn's Disease-Linked Risk Variant Induces Colonic Metal Ion Dyshomeostasis, Microbiome Compositional Shifts, and Inflammation

Yang JC, Zhao M, Chernikova D, Arias-Jayo N et al.

19
dependent pages
3/5
criteria
Why Keystone

Shows that the Crohn's-linked ZIP8 A391T variant produces colonic metal ion dyshomeostasis — specifically disrupted zinc and manganese handling — that reshapes the microbiome and inflammatory state. Direct genetic evidence that metal transporters sit upstream of IBD microbiome composition and a mechanistic linchpin for WikiBiome's Crohn's signature.

Criteria met
1 · Cross-domain bridge2 · Structural dependency3 · Cross-condition reach
Used by canonical pages
Zenodo Preprint · 2026

Heavy Metals, Microbial Metallomics, and the US Obesity Epidemic: A Mechanistic Examination of a Population-Level Metabolic Disruption

Karen Pendergrass

18
dependent pages
3/5
criteria
Why Keystone

This paper connected phosphate fertilizer contamination, heavy metal accumulation in the food supply, and the population-level metabolic disruptions driving the US obesity epidemic — bridging agricultural science, environmental toxicology, and microbial ecology in a single framework. It provides the cross-condition evidence linking cadmium and nickel exposure to insulin resistance, SCFA depletion, and gut dysbiosis patterns shared across obesity, type 2 diabetes, and metabolic syndrome. Without this paper, WikiBiome could not explain why the same metals appearing in multiple disease signatures trace back to a common environmental source.

Criteria met
1 · Cross-domain bridge3 · Cross-condition reach5 · Interpretive change
Used by canonical pages
Biomolecules · 2023

Interaction of Heavy Metal Lead with Gut Microbiota: Implications for Autism Spectrum Disorder

Tizabi Y, Bennani S, El Kouhen N, Getachew B et al.

14
dependent pages
4/5
criteria
Why Keystone

Links lead exposure to autism-spectrum gut dysbiosis via specific taxa shifts — Faecalibacterium depletion, Lactobacillus loss, Desulfovibrio enrichment — consistent with the broader ASD microbial signature. Anchors lead as a metal driver of the autism signature and contributes to the cross-condition pattern in which Pb recurs across neurodevelopmental and neurodegenerative conditions.

Criteria met
1 · Cross-domain bridge2 · Structural dependency3 · Cross-condition reach4 · Mechanistic explanation
Used by canonical pages
Food and Agricultural Immunology · 2024

Heavy metals in the diet: unraveling the molecular pathways linked to neurodegenerative disease risk

Guevara-Ramirez P, Tamayo-Trujillo R, Cadena-Ullauri S, Ruiz-Pozo V et al.

11
dependent pages
3/5
criteria
Why Keystone

Links dietary metal exposure (mercury, cadmium, lead, arsenic in foods) to neurodegenerative disease mechanisms through metal-specific pathways: mercury disrupts glutamate transport, cadmium blocks calcium channels, arsenic dysregulates dopamine, chromium generates ROS, lead crosses the BBB. WikiBiome depends on this evidence to explain how food-borne metal burden—not environmental exposure alone—drives proteinopathy and why dietary interventions (phytochemicals, chelation) can interrupt metal-driven neurodegeneration.

Criteria met
1 · Cross-domain bridge2 · Structural dependency4 · Mechanistic explanation
Used by canonical pages
Current Urology · 2020

Serum Levels of Selenium, Zinc, Copper, Manganese, and Iron in Prostate Cancer Patients

Saleh A. K. Saleh, Heba M. Adly, Altaf A. Abdelkhaliq, Anmar M. Nassir

10
dependent pages
4/5
criteria
Why Keystone

Characterizes the prostate cancer metallomic signature—Se/Zn/Mn depletion paired with Cu/Fe elevation—and establishes Cu-Zn competitive antagonism at the metallothionein level as a carcinogenic mechanism. WikiBiome depends on this evidence to recognize the pan-cancer metal pattern (Cu accumulation + Zn loss) as a cross-condition marker and to understand how metal dysregulation enables malignant transformation across tissue types.

Criteria met
1 · Cross-domain bridge3 · Cross-condition reach4 · Mechanistic explanation5 · Interpretive change
Used by canonical pages
Cardiovascular Toxicology · 2025

Cardio-Metabolic Effects of Nickel: A Narrative Review

Yucheng Liu, Xiaomin Luo, Yongde Peng, Lu Cai

9
dependent pages
3/5
criteria
Why Keystone

This review bridges nickel toxicology and cardio-metabolic disease — two fields that rarely intersect. It provides the epidemiological and mechanistic evidence connecting nickel exposure to cardiovascular disease and metabolic syndrome, which allows WikiBiome to extend its nickel-pathogenesis framework beyond the gut into systemic metabolic consequences. Without this paper, the cross-condition pattern linking nickel to both gut dysbiosis and cardiovascular outcomes could not be drawn.

Criteria met
1 · Cross-domain bridge3 · Cross-condition reach4 · Mechanistic explanation
Used by canonical pages
Appl Environ Microbiol · 2016

Oral Administration of Probiotics Inhibits Absorption of the Heavy Metal Cadmium by Protecting the Intestinal Barrier

Zhai Q, Wang G, Zhao J, Liu X et al.

9
dependent pages
3/5
criteria
Why Keystone

Demonstrates that specific Lactobacillus strains sequester cadmium and protect against Cd-induced gut damage in vivo, establishing probiotics as a tractable intervention against metal toxicity. Grounds the intervention layer of WikiBiome's cadmium-microbiome framework and supports probiotic metal-sequestration as a cross-condition therapeutic lever.

Criteria met
1 · Cross-domain bridge3 · Cross-condition reach4 · Mechanistic explanation
Used by canonical pages
International Journal of Molecular Sciences · 2020

Bartnicka et al. 2020 — Candida albicans Shields the Periodontal Killer Porphyromonas gingivalis from Recognition by the Host Immune System and Supports the Bacterial Infection of Gingival Tissue

Dominika Bartnicka, Miriam Gonzalez-Gonzalez, Joanna Sykut, Joanna Koziel et al.

8
dependent pages
3/5
criteria
Why Keystone

Criteria met
1 · Cross-domain bridge2 · Structural dependency4 · Mechanistic explanation
Used by canonical pages
Scientific Reports · 2019

Benoit et al. 2019 — Nickel Chelation Therapy as an Approach to Combat Multi-Drug Resistant Enteric Pathogens

Stéphane L. Benoit, Alan A. Schmalstig, John Glushka, Susan E. Maier et al.

6
dependent pages
5/5
criteria
Why Keystone

Criteria met
1 · Cross-domain bridge2 · Structural dependency3 · Cross-condition reach4 · Mechanistic explanation5 · Interpretive change
Used by canonical pages
Conference Presentation · 2025

Pheomelanin, Eumelanin, and Neuromelanin: A Metal-Linked Hypothesis for Parkinson's Risk in Redheads

Eyer K, Karen Pendergrass

5
dependent pages
3/5
criteria
Why Keystone

This paper bridged melanin biochemistry, metal chelation chemistry, and Parkinson's neuropathology — three fields that had never been connected through a single mechanistic framework. It explains *why* MC1R variants increase PD risk by identifying the differential metal-binding capacity of pheomelanin versus eumelanin in neuromelanin as the mechanistic linchpin. This reframed Parkinson's susceptibility in redheads from an unexplained epidemiological association into a metal-dependent biochemical vulnerability, opening an entirely new axis of investigation for WikiBiome's neurodegenerative disease signatures.

Criteria met
1 · Cross-domain bridge4 · Mechanistic explanation5 · Interpretive change
Used by canonical pages
Frontiers in Endocrinology · 2024

Street et al. 2024 — The Impact of Environmental Factors and Contaminants on Thyroid Function and Disease from Fetal to Adult Life

Street ME, Shulhai A, Petraroli M, Patianna V et al.

5
dependent pages
3/5
criteria
Why Keystone

Synthesizes how environmental metal exposure (Cd, Pb, As, Hg) perturbs thyroid hormone synthesis, transport, and peripheral deiodination, independent of iodine status. Provides the environmental-exposure layer of WikiBiome's thyroid signatures and links occupational and dietary metal burden to subclinical thyroid dysfunction.

Criteria met
1 · Cross-domain bridge2 · Structural dependency4 · Mechanistic explanation
Used by canonical pages
The EMBO Journal · 2026

Costafrolaz 2026 — Asymmetric Envelope Surface Disposition of Secreted Protein YjbI Controls Bimodal Antibiotic Susceptibilities in C. crescentus

Jordan Costafrolaz, Laurence Degeorges, Gael Panis, Simon-Ulysse Vallet et al.

4
dependent pages
3/5
criteria
Why Keystone

Reveals that zinc stress doesn't merely inhibit cytoplasmic enzymes but triggers outer membrane proteome remodeling, exposing normally-impermeable antibiotic binding sites (TonB-dependent receptor BugA) that confer vancomycin and bacitracin susceptibility. WikiBiome uses this evidence to explain why zinc-restricted environments (nutritional immunity response, dysbiotic low-zinc states) become selective for zinc-efflux-pump-expressing pathogens while paradoxically increasing antibiotic vulnerability—a mechanism enabling zinc-based ecological engineering.

Criteria met
1 · Cross-domain bridge4 · Mechanistic explanation5 · Interpretive change
Used by canonical pages
PLoS ONE · 2014

Brower-Sinning 2014 — Mucosa-Associated Bacterial Diversity in Necrotizing Enterocolitis

Brower-Sinning R, Zhong D, Good M, Firek B et al.

2
dependent pages
3/5
criteria
Why Keystone

Criteria met
1 · Cross-domain bridge2 · Structural dependency4 · Mechanistic explanation
Used by canonical pages
Nature Communications · 2021

Behnsen et al. 2021 — Siderophore-Mediated Zinc Acquisition Enhances Enterobacterial Colonization of the Inflamed Gut

Judith Behnsen, Hui Zhi, Allegra T. Aron, Vivekanandan Subramanian et al.

0
dependent pages
4/5
criteria
Why Keystone

Criteria met
1 · Cross-domain bridge2 · Structural dependency3 · Cross-condition reach4 · Mechanistic explanation
Used by canonical pages
Protein & Cell · 2023

The Microbiota–Gut–Brain Axis and Neurodevelopmental Disorders

Qinwen Wang, Qianyue Yang, Xingyin Liu

0
dependent pages
3/5
criteria
Why Keystone

Establishes the bidirectional microbiota-gut-brain axis as the organizing framework for neurodevelopmental disorders, integrating vagal, immune, and metabolite pathways. WikiBiome uses this framework to position metal-driven dysbiosis as an upstream perturbation of the gut-brain axis in autism and related conditions.

Criteria met
1 · Cross-domain bridge4 · Mechanistic explanation5 · Interpretive change
Used by canonical pages