Improvement after a supplement is not the same as a comparative result
Start with the comparison. A before-and-after change alone cannot isolate the contribution of an ingredient.
Iodine
Selected research topic
Glucose and metabolic health
These studies examined an association between use and measured outcomes. They do not establish cause and effect.
- Publications for this topic
- 3
- Human comparison publications
- 1
- Publications needing review
- 2
Findings in the studies
type 2 diabetes
Other human research, including observational studies and reviews
- An association was observed. This does not establish that the ingredient caused the change.General population
Measurement and study conditions
- Study type
- Observational study
- Study population
- Human participants · General population
- Ingredients tested
- Unknown intervention
- How results were compared
- Results were compared between groups. · Study comparison: fourth/fifth intake quintiles vs lowest quintile in prospective cohort
- Measurement time
- follow-up unspecified in abstract
This result is held for interpretation. That does not mean research found no effect.
Outcome groups needing additional review (1)
- glucose uptake · Distinct papers needing additional review: 1Evidence criteria check: 1
One paper can appear under multiple measured outcomes or review reasons, so these counts should not be added together.
Representative outcome and study details
Human studies reported an association with type 2 diabetes.
Scope not specified · Human studies · between-group comparison
1 publications linked to this result
- Route, form, dose, or population details are incomplete, so the findings cannot be confirmed as directly comparable.
Data coverage and detailed study classifications
Paper counts are separated by research topic below. One paper may contribute to multiple findings.
Analysis status: Public-ready
Ingredient analysis date:
How the grade was determined: B
The 57.4 evidence score includes 0 independent human studies and 0 clinical studies in the representative benefit area. The B tier remains conservative because of limited repetition across independent human clinical studies, too few clinical findings with an explicit effect direction.
The grade is based mainly on the research area with the most evidence. It does not mean the same result was found in other areas.
Papers linked to this ingredient overall: 72
Papers linked to this topic 3 · distinct papers 3 · papers with a confirmed human comparison 1 · papers needing additional review 2
A publication may appear in more than one count. These numbers should not be added. Ingredient-wide papers, topic-linked papers, and sources in outcome groups use different scopes. Adding source counts may count the same paper more than once.
- glucose uptake: Sources represented in this measurement group: 1 · Distinct papers with human comparisons for this outcome: 0
- type 2 diabetes: Sources represented in this measurement group: 1 · Distinct papers with human comparisons for this outcome: 1
What the research found
type 2 diabetes
An association was observed. This does not establish that the ingredient caused the change.
Observational study · Unknown intervention · General population
Between-group comparison
Analysis coverage and paper counts
1 paper · 1 measured outcome
Direction counts are distinct papers within each row. Outcome contributions count endpoint results, so one paper may contribute more than once.
glucose uptake
The study needs further checking before its result can be interpreted.
Cell study · indirect · Ingredient combination · Unspecified population
This finding comes from animal or cell research. It does not establish the same effect in people.
Several ingredients were used together. This does not establish the effect of this ingredient alone or synergy.
The comparison could not be confirmed.
Analysis coverage and paper counts
1 paper · 1 measured outcome
1 papers held from direction counts
Direction counts are distinct papers within each row. Outcome contributions count endpoint results, so one paper may contribute more than once.
Unspecified measured outcome
The study needs further checking before its result can be interpreted.
Meta-analysis · Single ingredient · Unspecified population
The comparison could not be confirmed.
Analysis coverage and paper counts
1 paper · 1 measured outcome
1 papers held from direction counts
Review overlap with primary papers is unknown; counts stay separate.
Direction counts are distinct papers within each row. Outcome contributions count endpoint results, so one paper may contribute more than once.
How to read research findings
How should I read research findings?
Research guidesNo clear difference and an uninterpretable result are different
A reported null comparison contains a result. An abstract without an interpretable comparison leaves a question unresolved.
Paper counts and study counts are different
Count original research separately from research that reanalyzes it. Publication volume is neither replication nor a quality rating.
Side effects and combination findings
Findings from this ingredient alone are shown separately from those involving another supplement or medication.
No reviewed caution rules are available yet. Reported caution findings are shown below.
Findings to review with care
Side effects reported for the ingredient alone are separated from findings involving another supplement or medication.
Side effects reported with this ingredient alone
Symptoms or adverse events reported in studies without another active ingredient.
Iodine toxicity1 papers
Excess iodine exposure from environmental contamination can cause serious physiological adverse effects in humans.Human studies · Systematic reviewCell viability1 papers
Higher concentrations of iodine (Lugol solution) induce cytotoxicity and apoptosis in pancreatic beta cells.Cell studies · Cell or in-vitro study