Component
Glycated hemoglobin / HbA1c concentration
Glycated hemoglobin / HbA1c concentration. Species, exposure and limitations are retained in each linked claim.
11 recorded relationships. Experimental role, claim status and evidence remain attached to each record.
How nutrients influence it
Every nutrient with a recorded effect on this component, credited to the nutrient that acted rather than the chapter that recorded it. Open a nutrient to see the findings and the conditions they were measured under.
Other things that act on it
Enzymes, hormones, genes, and other components with a recorded effect. These are not nutrients, so they do not count toward the arrows above. Each finding names the chapter that recorded it.
How nutrients reach it in more than one step
Chains of two or more recorded steps that end here, grouped by the nutrient they start from. Each step is a separate finding, so a chain is a route a mechanism could take, not proof that it does.
Tracing routes…
What it does
Every recorded relationship this component is part of, grouped by its role. Plain wording comes first; the technical statement follows.
What acts on it
The extract groups showed reduced HbA1c from baseline; treatment assignment was a significant predictor of change in the reported regression.
Experimental context and source evidence
- evidence_span
- {"source_cache": "artifacts/ceylon-research/41412108.abstract.txt", "locator": "Primary indexed abstract; zero-based, end-exclusive Unicode character offsets", "file_sha256": "41424e14da4786345bad52af19c8ccee1a37f445a402edaa855b87ee01d389b9", "start_char": 0, "end_char": 1887, "text_sha256": "41424e14da4786345bad52af19c8ccee1a37f445a402edaa855b87ee01d389b9"}
- experimental_model
- Three-arm randomized placebo-controlled diabetes trial
- exposure
- 210 randomized; 186 completed four months; 250 or 500 mg extract groups
- limitations
- The accessible abstract reports within-baseline changes and regression significance, without a full numeric between-group effect estimate. Do not turn these into a precise placebo-adjusted magnitude.
- nutrient_topic
- Ceylon cinnamon research collection; topical membership is not evidence of a direct dietary effect. · Ceylon cinnamon / Cinnamomum verum bark preparations
- organism
- Human
- plain_language
- The study reported improved HbA1c, but the accessible abstract does not provide the full treatment-versus-placebo effect size.
- primary_references
- [ceylon-p41412108] Efficacy and Safety of Cinnamomum zeylanicum (Ceylon cinnamon) for diabetes mellitus: a randomized, double blind, placebo-controlled clinical trial. (2025). https://pubmed.ncbi.nlm.nih.gov/41412108/ DOI: 10.1016/j.dsx.2025.103357
- tissue_or_cell_type
- Type 2 diabetes cohort
Ceylon cinnamon: metabolism, signaling and nutrient connections (2026-09-17) · lines 1182–1193
AI-assisted literature curation; primary study URLs and scope retained in the document and extraction. Not publisher full text. · supports · Three-arm randomized placebo-controlled diabetes trial · source_derived_draft · unverified_draft
### ceylon-diabetes-hba1c The extract groups showed reduced HbA1c from baseline; treatment assignment was a significant predictor of change in the reported regression. Condition category: normal nutrient_topic: Ceylon cinnamon research collection; topical membership is not evidence of a direct dietary effect. plain_language: The study reported improved HbA1c, but the accessible abstract does not provide the full treatment-versus-placebo effect size. organism: Human tissue_or_cell_type: Type 2 diabetes cohort experimental_model: Three-arm randomized placebo-controlled diabetes trial limitations: The accessible abstract reports within-baseline changes and regression significance, without a full numeric between-group effect estimate. Do not turn these into a precise placebo-adjusted magnitude. exposure: 210 randomized; 186 completed four months; 250 or 500 mg extract groups evidence_span: {"source_cache": "artifacts/ceylon-research/41412108.abstract.txt", "locator": "Primary indexed abstract; zero-based, end-exclusive Unicode character offsets", "file_sha256": "41424e14da4786345bad52af19c8ccee1a37f445a402edaa855b87ee01d389b9", "start_char": 0, "end_char": 1887, "text_sha256": "41424e14da4786345bad52af19c8ccee1a37f445a402edaa855b87ee01d389b9"} [ceylon-p41412108] Efficacy and Safety of Cinnamomum zeylanicum (Ceylon cinnamon) for diabetes mellitus: a randomized, double blind, placebo-controlled clinical trial. (2025). https://pubmed.ncbi.nlm.nih.gov/41412108/ DOI: 10.1016/j.dsx.2025.103357
Complete structured claim and evidenceHbA1c decreased in the reported obese dysregulated-diabetes subgroup.
Experimental context and source evidence
- evidence_span
- {"source_cache": "artifacts/sulforaphane-research/28615356.abstract.txt", "locator": "Primary indexed abstract; zero-based, end-exclusive Unicode character offsets", "file_sha256": "65f64f5fa5e84a03d3ba4b647ce94a815fd3bd345486b726e7a54f1a813cab0e", "start_char": 0, "end_char": 1106, "text_sha256": "65f64f5fa5e84a03d3ba4b647ce94a815fd3bd345486b726e7a54f1a813cab0e"}
- experimental_model
- Network-guided preclinical work with a human intervention
- exposure
- Concentrated broccoli sprout extract; obese dysregulated-diabetes subgroup
- limitations
- Model-based mechanism and clinical subgroup outcomes are distinct; no equivalence to metformin in patients is claimed.
- nutrient_topic
- Sulforaphane research collection; topical membership is not evidence of a direct dietary effect. · Sulforaphane / SFN, stereochemistry specified per study
- organism
- Hepatic cell/animal models and humans with type 2 diabetes
- plain_language
- A longer-term glucose marker also changed in that subgroup.
- primary_references
- [sulforaphane-p28615356] Sulforaphane reduces hepatic glucose production and improves glucose control in patients with type 2 diabetes. (2017). https://pubmed.ncbi.nlm.nih.gov/28615356/ DOI: 10.1126/scitranslmed.aah4477
- tissue_or_cell_type
- Glucose production and clinical glucose control
Sulforaphane: formation, electrophile sensing and nutrient connections (2026-09-17) · lines 1165–1176
AI-assisted literature curation; primary study URLs and scope retained in the document and extraction. Not publisher full text. · supports · Network-guided preclinical work with a human intervention · source_derived_draft · unverified_draft
### sulforaphane-diabetes-hba1c HbA1c decreased in the reported obese dysregulated-diabetes subgroup. Condition category: normal nutrient_topic: Sulforaphane research collection; topical membership is not evidence of a direct dietary effect. plain_language: A longer-term glucose marker also changed in that subgroup. organism: Hepatic cell/animal models and humans with type 2 diabetes tissue_or_cell_type: Glucose production and clinical glucose control experimental_model: Network-guided preclinical work with a human intervention limitations: Model-based mechanism and clinical subgroup outcomes are distinct; no equivalence to metformin in patients is claimed. exposure: Concentrated broccoli sprout extract; obese dysregulated-diabetes subgroup evidence_span: {"source_cache": "artifacts/sulforaphane-research/28615356.abstract.txt", "locator": "Primary indexed abstract; zero-based, end-exclusive Unicode character offsets", "file_sha256": "65f64f5fa5e84a03d3ba4b647ce94a815fd3bd345486b726e7a54f1a813cab0e", "start_char": 0, "end_char": 1106, "text_sha256": "65f64f5fa5e84a03d3ba4b647ce94a815fd3bd345486b726e7a54f1a813cab0e"} [sulforaphane-p28615356] Sulforaphane reduces hepatic glucose production and improves glucose control in patients with type 2 diabetes. (2017). https://pubmed.ncbi.nlm.nih.gov/28615356/ DOI: 10.1126/scitranslmed.aah4477
Complete structured claim and evidenceThe combination trial reported a between-group difference in HbA1c change (p=0.03); HbA1c fell 0.54 percentage points within the active-treatment group.
Experimental context and source evidence
- evidence_span
- {"source_cache": "artifacts/chromium-research/17506119.abstract.txt", "locator": "Exact primary indexed abstract; zero-based, end-exclusive Unicode character offsets", "file_sha256": "6e79defd1a4209f869bce07c110f0007d02eda63387c2eadc5e014a04c3fc126", "start_char": 0, "end_char": 1739, "text_sha256": "6e79defd1a4209f869bce07c110f0007d02eda63387c2eadc5e014a04c3fc126"}
- experimental_model
- Randomized double-blind placebo-controlled combination trial; 447 enrolled
- exposure
- 600 µg Cr(III) as picolinate plus 2 mg biotin/day for 90 days with stable oral diabetes medication
- limitations
- There were no chromium-only or biotin-only arms. The design cannot identify the active ingredient or prove synergy. Baseline-HbA1c subgroup effects are separately limited.
- nutrient_topic
- Chromium research collection; topical membership is not evidence of a direct dietary effect. · Chromium
- organism
- Human with poorly controlled type 2 diabetes
- plain_language
- The two-ingredient treatment improved the average long-term glucose marker, but the contribution of each ingredient is unresolved.
- primary_references
- [chromium-p17506119] Chromium picolinate and biotin combination improves glucose metabolism in treated, uncontrolled overweight to obese patients with type 2 diabetes. (2008). https://pubmed.ncbi.nlm.nih.gov/17506119/ DOI: 10.1002/dmrr.755
- tissue_or_cell_type
- HbA1c and fasting glucose
Chromium: transport, insulin signaling, nutrient interactions and essentiality debate (2026-09-17) · lines 692–703
AI-assisted literature curation; primary study URLs and scope retained in the document and extraction. Not publisher full text. · supports · Randomized double-blind placebo-controlled combination trial; 447 enrolled · source_derived_draft · unverified_draft
### chromium-biotin-combination-hba1c The combination trial reported a between-group difference in HbA1c change (p=0.03); HbA1c fell 0.54 percentage points within the active-treatment group. Condition category: normal nutrient_topic: Chromium research collection; topical membership is not evidence of a direct dietary effect. plain_language: The two-ingredient treatment improved the average long-term glucose marker, but the contribution of each ingredient is unresolved. organism: Human with poorly controlled type 2 diabetes tissue_or_cell_type: HbA1c and fasting glucose experimental_model: Randomized double-blind placebo-controlled combination trial; 447 enrolled limitations: There were no chromium-only or biotin-only arms. The design cannot identify the active ingredient or prove synergy. Baseline-HbA1c subgroup effects are separately limited. exposure: 600 µg Cr(III) as picolinate plus 2 mg biotin/day for 90 days with stable oral diabetes medication evidence_span: {"source_cache": "artifacts/chromium-research/17506119.abstract.txt", "locator": "Exact primary indexed abstract; zero-based, end-exclusive Unicode character offsets", "file_sha256": "6e79defd1a4209f869bce07c110f0007d02eda63387c2eadc5e014a04c3fc126", "start_char": 0, "end_char": 1739, "text_sha256": "6e79defd1a4209f869bce07c110f0007d02eda63387c2eadc5e014a04c3fc126"} [chromium-p17506119] Chromium picolinate and biotin combination improves glucose metabolism in treated, uncontrolled overweight to obese patients with type 2 diabetes. (2008). https://pubmed.ncbi.nlm.nih.gov/17506119/ DOI: 10.1002/dmrr.755
Complete structured claim and evidenceHbA1c fell by about 0.4 percentage points in all three groups, with no chromium benefit over placebo.
Experimental context and source evidence
- evidence_span
- {"source_cache": "artifacts/chromium-research/16505499.abstract.txt", "locator": "Exact primary indexed abstract; zero-based, end-exclusive Unicode character offsets", "file_sha256": "bd1f6a73f70c17bce17b217555cef0c349bd27e8d2bbbe0573b826217039df59", "start_char": 0, "end_char": 1206, "text_sha256": "bd1f6a73f70c17bce17b217555cef0c349bd27e8d2bbbe0573b826217039df59"}
- experimental_model
- Six-month double-blind randomized placebo-controlled trial
- exposure
- 500 or 1,000 µg Cr/day as picolinate; baseline HbA1c >8% and insulin >50 units/day; per-protocol analysis n=46
- limitations
- Per-protocol analysis and selected insulin-treated population. This is a clinically relevant null result, not proof that no person can respond.
- nutrient_topic
- Chromium research collection; topical membership is not evidence of a direct dietary effect. · Chromium
- organism
- Human obese adults with insulin-treated type 2 diabetes
- plain_language
- A later trial did not reproduce the earlier glucose-control benefit.
- primary_references
- [chromium-p16505499] Chromium treatment has no effect in patients with poorly controlled, insulin-treated type 2 diabetes in an obese Western population: a randomized, double-blind, placebo-controlled trial. (2006). https://pubmed.ncbi.nlm.nih.gov/16505499/ DOI: 10.2337/diacare.29.03.06.dc05-1453
- tissue_or_cell_type
- HbA1c and secondary metabolic endpoints
Chromium: transport, insulin signaling, nutrient interactions and essentiality debate (2026-09-17) · lines 1056–1067
AI-assisted literature curation; primary study URLs and scope retained in the document and extraction. Not publisher full text. · supports · Six-month double-blind randomized placebo-controlled trial · source_derived_draft · unverified_draft
### chromium-diabetes-hba1c-null HbA1c fell by about 0.4 percentage points in all three groups, with no chromium benefit over placebo. Condition category: normal nutrient_topic: Chromium research collection; topical membership is not evidence of a direct dietary effect. plain_language: A later trial did not reproduce the earlier glucose-control benefit. organism: Human obese adults with insulin-treated type 2 diabetes tissue_or_cell_type: HbA1c and secondary metabolic endpoints experimental_model: Six-month double-blind randomized placebo-controlled trial limitations: Per-protocol analysis and selected insulin-treated population. This is a clinically relevant null result, not proof that no person can respond. exposure: 500 or 1,000 µg Cr/day as picolinate; baseline HbA1c >8% and insulin >50 units/day; per-protocol analysis n=46 evidence_span: {"source_cache": "artifacts/chromium-research/16505499.abstract.txt", "locator": "Exact primary indexed abstract; zero-based, end-exclusive Unicode character offsets", "file_sha256": "bd1f6a73f70c17bce17b217555cef0c349bd27e8d2bbbe0573b826217039df59", "start_char": 0, "end_char": 1206, "text_sha256": "bd1f6a73f70c17bce17b217555cef0c349bd27e8d2bbbe0573b826217039df59"} [chromium-p16505499] Chromium treatment has no effect in patients with poorly controlled, insulin-treated type 2 diabetes in an obese Western population: a randomized, double-blind, placebo-controlled trial. (2006). https://pubmed.ncbi.nlm.nih.gov/16505499/ DOI: 10.2337/diacare.29.03.06.dc05-1453
Complete structured claim and evidenceAfter four months, reported HbA1c values were 8.5%, 7.5% and 6.6% in the placebo, 200 µg/day and 1,000 µg/day groups, respectively.
Experimental context and source evidence
- evidence_span
- {"source_cache": "artifacts/chromium-research/9356027.abstract.txt", "locator": "Exact primary indexed abstract; zero-based, end-exclusive Unicode character offsets", "file_sha256": "9c9f5146517d1c6967a6f75951c79fbb828408e96693be5df98f9fb1ec91aa69", "start_char": 0, "end_char": 1941, "text_sha256": "9c9f5146517d1c6967a6f75951c79fbb828408e96693be5df98f9fb1ec91aa69"}
- experimental_model
- Randomized three-arm supplementation trial; 180 adults
- exposure
- Placebo, 200 or 1,000 µg Cr/day as picolinate for four months while usual medications continued
- limitations
- Historical single-population trial; response does not diagnose chromium deficiency. Baseline diet, medication context and replication matter; later trials reported null effects.
- nutrient_topic
- Chromium research collection; topical membership is not evidence of a direct dietary effect. · Chromium
- organism
- Human with treated type 2 diabetes
- plain_language
- This trial reported better long-term glucose control with chromium picolinate.
- primary_references
- [chromium-p9356027] Elevated intakes of supplemental chromium improve glucose and insulin variables in individuals with type 2 diabetes. (1997). https://pubmed.ncbi.nlm.nih.gov/9356027/ DOI: 10.2337/diab.46.11.1786
- tissue_or_cell_type
- HbA1c, glucose, insulin and lipids
Chromium: transport, insulin signaling, nutrient interactions and essentiality debate (2026-09-17) · lines 1017–1028
AI-assisted literature curation; primary study URLs and scope retained in the document and extraction. Not publisher full text. · supports · Randomized three-arm supplementation trial; 180 adults · source_derived_draft · unverified_draft
### chromium-diabetes-hba1c-positive After four months, reported HbA1c values were 8.5%, 7.5% and 6.6% in the placebo, 200 µg/day and 1,000 µg/day groups, respectively. Condition category: normal nutrient_topic: Chromium research collection; topical membership is not evidence of a direct dietary effect. plain_language: This trial reported better long-term glucose control with chromium picolinate. organism: Human with treated type 2 diabetes tissue_or_cell_type: HbA1c, glucose, insulin and lipids experimental_model: Randomized three-arm supplementation trial; 180 adults limitations: Historical single-population trial; response does not diagnose chromium deficiency. Baseline diet, medication context and replication matter; later trials reported null effects. exposure: Placebo, 200 or 1,000 µg Cr/day as picolinate for four months while usual medications continued evidence_span: {"source_cache": "artifacts/chromium-research/9356027.abstract.txt", "locator": "Exact primary indexed abstract; zero-based, end-exclusive Unicode character offsets", "file_sha256": "9c9f5146517d1c6967a6f75951c79fbb828408e96693be5df98f9fb1ec91aa69", "start_char": 0, "end_char": 1941, "text_sha256": "9c9f5146517d1c6967a6f75951c79fbb828408e96693be5df98f9fb1ec91aa69"} [chromium-p9356027] Elevated intakes of supplemental chromium improve glucose and insulin variables in individuals with type 2 diabetes. (1997). https://pubmed.ncbi.nlm.nih.gov/9356027/ DOI: 10.2337/diab.46.11.1786
Complete structured claim and evidenceHbA1c, fasting glucose and the lipid profile did not change significantly across the study’s groups.
Experimental context and source evidence
- evidence_span
- {"source_cache": "artifacts/chromium-research/31593637.abstract.txt", "locator": "Exact primary indexed abstract; zero-based, end-exclusive Unicode character offsets", "file_sha256": "9815b482cfc5655a11a3192ca21b47c903e8722a3b9b9e7d770e92e9fb94bfa9", "start_char": 0, "end_char": 1523, "text_sha256": "9815b482cfc5655a11a3192ca21b47c903e8722a3b9b9e7d770e92e9fb94bfa9"}
- experimental_model
- Four-arm randomized supplementation trial; 92 participants
- exposure
- Four months; vitamin D3 50,000 IU/week, chromium picolinate reported as 500 µg/day, both or placebo
- limitations
- Study regimens are historical exposures, not recommendations. Stable versus rising HOMA-IR does not show direct mediation by TNF-alpha; no molecular target was tested.
- nutrient_topic
- Chromium research collection; topical membership is not evidence of a direct dietary effect. · Chromium
- organism
- Human with type 2 diabetes
- plain_language
- The reported HOMA-IR pattern did not translate into a demonstrated HbA1c improvement.
- primary_references
- [chromium-p31593637] The effects of chromium and vitamin D3 co-supplementation on insulin resistance and tumor necrosis factor-alpha in type 2 diabetes: a randomized placebo-controlled trial. (2020). https://pubmed.ncbi.nlm.nih.gov/31593637/ DOI: 10.1139/apnm-2019-0113
- tissue_or_cell_type
- Blood glycemia, HOMA-IR and TNF-alpha
Chromium: transport, insulin signaling, nutrient interactions and essentiality debate (2026-09-17) · lines 679–690
AI-assisted literature curation; primary study URLs and scope retained in the document and extraction. Not publisher full text. · supports · Four-arm randomized supplementation trial; 92 participants · source_derived_draft · unverified_draft
### chromium-vitd-hba1c-null HbA1c, fasting glucose and the lipid profile did not change significantly across the study’s groups. Condition category: normal nutrient_topic: Chromium research collection; topical membership is not evidence of a direct dietary effect. plain_language: The reported HOMA-IR pattern did not translate into a demonstrated HbA1c improvement. organism: Human with type 2 diabetes tissue_or_cell_type: Blood glycemia, HOMA-IR and TNF-alpha experimental_model: Four-arm randomized supplementation trial; 92 participants limitations: Study regimens are historical exposures, not recommendations. Stable versus rising HOMA-IR does not show direct mediation by TNF-alpha; no molecular target was tested. exposure: Four months; vitamin D3 50,000 IU/week, chromium picolinate reported as 500 µg/day, both or placebo evidence_span: {"source_cache": "artifacts/chromium-research/31593637.abstract.txt", "locator": "Exact primary indexed abstract; zero-based, end-exclusive Unicode character offsets", "file_sha256": "9815b482cfc5655a11a3192ca21b47c903e8722a3b9b9e7d770e92e9fb94bfa9", "start_char": 0, "end_char": 1523, "text_sha256": "9815b482cfc5655a11a3192ca21b47c903e8722a3b9b9e7d770e92e9fb94bfa9"} [chromium-p31593637] The effects of chromium and vitamin D3 co-supplementation on insulin resistance and tumor necrosis factor-alpha in type 2 diabetes: a randomized placebo-controlled trial. (2020). https://pubmed.ncbi.nlm.nih.gov/31593637/ DOI: 10.1139/apnm-2019-0113
Complete structured claim and evidenceBerberine lowered HbA1c from 7.5% to 6.6% in its treatment arm, with a significant difference from placebo.
Experimental context and source evidence
- evidence_span
- {"source_cache": "artifacts/berberine-research/18397984.abstract.txt", "locator": "Primary indexed abstract; zero-based, end-exclusive Unicode character offsets", "file_sha256": "0711d6853427d4b78af4704fd7630e08ed0f83d599311156dbc8570efd88dce2", "start_char": 0, "end_char": 1715, "text_sha256": "0711d6853427d4b78af4704fd7630e08ed0f83d599311156dbc8570efd88dce2"}
- experimental_model
- Randomized placebo-controlled clinical trial
- exposure
- Berberine 1 g/day for three months
- limitations
- Short trial with surrogate endpoints. Within-arm clamp improvement was not statistically significant versus placebo; lower glucose does not identify one causal enzyme.
- nutrient_topic
- Berberine research collection; topical membership is not evidence of a direct dietary effect. · Berberine
- organism
- 116 people with type 2 diabetes and dyslipidemia
- plain_language
- This trial measured improved glycemic control in people with diabetes.
- primary_references
- [berberine-p18397984] Treatment of type 2 diabetes and dyslipidemia with the natural plant alkaloid berberine. (2008). https://pubmed.ncbi.nlm.nih.gov/18397984/ DOI: 10.1210/jc.2007-2404
- tissue_or_cell_type
- Glycemic markers, lipids and insulin sensitivity
Berberine: metabolism, nutrient connections and drug interactions (2026-09-17) · lines 1182–1193
AI-assisted literature curation; primary study URLs and scope retained in the document and extraction. Not publisher full text. · supports · Randomized placebo-controlled clinical trial · source_derived_draft · unverified_draft
### berberine-diabetes-hba1c Berberine lowered HbA1c from 7.5% to 6.6% in its treatment arm, with a significant difference from placebo. Condition category: normal nutrient_topic: Berberine research collection; topical membership is not evidence of a direct dietary effect. plain_language: This trial measured improved glycemic control in people with diabetes. organism: 116 people with type 2 diabetes and dyslipidemia tissue_or_cell_type: Glycemic markers, lipids and insulin sensitivity experimental_model: Randomized placebo-controlled clinical trial limitations: Short trial with surrogate endpoints. Within-arm clamp improvement was not statistically significant versus placebo; lower glucose does not identify one causal enzyme. exposure: Berberine 1 g/day for three months evidence_span: {"source_cache": "artifacts/berberine-research/18397984.abstract.txt", "locator": "Primary indexed abstract; zero-based, end-exclusive Unicode character offsets", "file_sha256": "0711d6853427d4b78af4704fd7630e08ed0f83d599311156dbc8570efd88dce2", "start_char": 0, "end_char": 1715, "text_sha256": "0711d6853427d4b78af4704fd7630e08ed0f83d599311156dbc8570efd88dce2"} [berberine-p18397984] Treatment of type 2 diabetes and dyslipidemia with the natural plant alkaloid berberine. (2008). https://pubmed.ncbi.nlm.nih.gov/18397984/ DOI: 10.1210/jc.2007-2404
Complete structured claim and evidenceA 36-person pilot reported similar glucose-lowering responses in berberine and metformin groups.
Experimental context and source evidence
- evidence_span
- {"source_cache": "artifacts/berberine-research/18442638.abstract.txt", "locator": "Primary indexed abstract; zero-based, end-exclusive Unicode character offsets", "file_sha256": "0d85d3f03994b65869cd6c52fb46d679f220e4221a6764b38833468818551b66", "start_char": 0, "end_char": 1655, "text_sha256": "0d85d3f03994b65869cd6c52fb46d679f220e4221a6764b38833468818551b66"}
- experimental_model
- Small randomized comparison plus uncontrolled add-on cohort
- exposure
- Three-month berberine/metformin comparison and berberine add-on study
- limitations
- Small pilot, not an equivalence trial proving berberine substitutes for metformin. Add-on cohort lacks a concurrent placebo comparison.
- nutrient_topic
- Berberine research collection; topical membership is not evidence of a direct dietary effect. · Berberine
- organism
- Adults with type 2 diabetes
- plain_language
- A small comparison is encouraging but does not establish interchangeable clinical treatment.
- primary_references
- [berberine-p18442638] Efficacy of berberine in patients with type 2 diabetes mellitus. (2008). https://pubmed.ncbi.nlm.nih.gov/18442638/ DOI: 10.1016/j.metabol.2008.01.013
- tissue_or_cell_type
- Glycemic control and gastrointestinal effects
Berberine: metabolism, nutrient connections and drug interactions (2026-09-17) · lines 1221–1232
AI-assisted literature curation; primary study URLs and scope retained in the document and extraction. Not publisher full text. · supports · Small randomized comparison plus uncontrolled add-on cohort · source_derived_draft · unverified_draft
### berberine-pilot-metformin A 36-person pilot reported similar glucose-lowering responses in berberine and metformin groups. Condition category: normal nutrient_topic: Berberine research collection; topical membership is not evidence of a direct dietary effect. plain_language: A small comparison is encouraging but does not establish interchangeable clinical treatment. organism: Adults with type 2 diabetes tissue_or_cell_type: Glycemic control and gastrointestinal effects experimental_model: Small randomized comparison plus uncontrolled add-on cohort limitations: Small pilot, not an equivalence trial proving berberine substitutes for metformin. Add-on cohort lacks a concurrent placebo comparison. exposure: Three-month berberine/metformin comparison and berberine add-on study evidence_span: {"source_cache": "artifacts/berberine-research/18442638.abstract.txt", "locator": "Primary indexed abstract; zero-based, end-exclusive Unicode character offsets", "file_sha256": "0d85d3f03994b65869cd6c52fb46d679f220e4221a6764b38833468818551b66", "start_char": 0, "end_char": 1655, "text_sha256": "0d85d3f03994b65869cd6c52fb46d679f220e4221a6764b38833468818551b66"} [berberine-p18442638] Efficacy of berberine in patients with type 2 diabetes mellitus. (2008). https://pubmed.ncbi.nlm.nih.gov/18442638/ DOI: 10.1016/j.metabol.2008.01.013
Complete structured claim and evidenceHbA1c changed by -0.99 percentage points with berberine alone versus -0.59 with placebo over 12 weeks.
Experimental context and source evidence
- evidence_span
- {"source_cache": "artifacts/berberine-research/33024120.abstract.txt", "locator": "Primary indexed abstract; zero-based, end-exclusive Unicode character offsets", "file_sha256": "5dbbfd240d55ac62d2f48263f25e5543e47aa4a91d7711637fbacc543ce54bd9", "start_char": 0, "end_char": 1283, "text_sha256": "5dbbfd240d55ac62d2f48263f25e5543e47aa4a91d7711637fbacc543ce54bd9"}
- experimental_model
- Multicenter randomized double-blind four-arm trial with metagenomics and microbial validation
- exposure
- Twelve weeks of berberine, probiotics, both or placebo after one week of gentamycin pretreatment
- limitations
- Antibiotic run-in and Chinese drug-naive population limit generalization. Microbial mediation is supported but not proof it explains every effect. Probiotic addition did not show a clear extra HbA1c reduction in the reported estimates.
- nutrient_topic
- Berberine research collection; topical membership is not evidence of a direct dietary effect. · Berberine
- organism
- 409 newly diagnosed type 2 diabetes patients; separate bacterial experiments
- plain_language
- The treatment difference was about 0.40 percentage points; the full within-group drop is not the placebo-adjusted effect.
- primary_references
- [berberine-p33024120] Gut microbiome-related effects of berberine and probiotics on type 2 diabetes (the PREMOTE study). (2020). https://pubmed.ncbi.nlm.nih.gov/33024120/ DOI: 10.1038/s41467-020-18414-8
- tissue_or_cell_type
- Glycemia, gut microbiome and bile-acid transformation
Berberine: metabolism, nutrient connections and drug interactions (2026-09-17) · lines 1130–1141
AI-assisted literature curation; primary study URLs and scope retained in the document and extraction. Not publisher full text. · supports · Multicenter randomized double-blind four-arm trial with metagenomics and microbial validation · source_derived_draft · unverified_draft
### berberine-premote-hba1c HbA1c changed by -0.99 percentage points with berberine alone versus -0.59 with placebo over 12 weeks. Condition category: normal nutrient_topic: Berberine research collection; topical membership is not evidence of a direct dietary effect. plain_language: The treatment difference was about 0.40 percentage points; the full within-group drop is not the placebo-adjusted effect. organism: 409 newly diagnosed type 2 diabetes patients; separate bacterial experiments tissue_or_cell_type: Glycemia, gut microbiome and bile-acid transformation experimental_model: Multicenter randomized double-blind four-arm trial with metagenomics and microbial validation limitations: Antibiotic run-in and Chinese drug-naive population limit generalization. Microbial mediation is supported but not proof it explains every effect. Probiotic addition did not show a clear extra HbA1c reduction in the reported estimates. exposure: Twelve weeks of berberine, probiotics, both or placebo after one week of gentamycin pretreatment evidence_span: {"source_cache": "artifacts/berberine-research/33024120.abstract.txt", "locator": "Primary indexed abstract; zero-based, end-exclusive Unicode character offsets", "file_sha256": "5dbbfd240d55ac62d2f48263f25e5543e47aa4a91d7711637fbacc543ce54bd9", "start_char": 0, "end_char": 1283, "text_sha256": "5dbbfd240d55ac62d2f48263f25e5543e47aa4a91d7711637fbacc543ce54bd9"} [berberine-p33024120] Gut microbiome-related effects of berberine and probiotics on type 2 diabetes (the PREMOTE study). (2020). https://pubmed.ncbi.nlm.nih.gov/33024120/ DOI: 10.1038/s41467-020-18414-8
Complete structured claim and evidenceThe berberine-plus-probiotics arm had an HbA1c change of -1.04 percentage points compared with -0.99 for berberine alone.
Experimental context and source evidence
- evidence_span
- {"source_cache": "artifacts/berberine-research/33024120.abstract.txt", "locator": "Primary indexed abstract; zero-based, end-exclusive Unicode character offsets", "file_sha256": "5dbbfd240d55ac62d2f48263f25e5543e47aa4a91d7711637fbacc543ce54bd9", "start_char": 0, "end_char": 1283, "text_sha256": "5dbbfd240d55ac62d2f48263f25e5543e47aa4a91d7711637fbacc543ce54bd9"}
- experimental_model
- Multicenter randomized double-blind four-arm trial with metagenomics and microbial validation
- exposure
- Twelve weeks of berberine, probiotics, both or placebo after one week of gentamycin pretreatment
- limitations
- Antibiotic run-in and Chinese drug-naive population limit generalization. Microbial mediation is supported but not proof it explains every effect. Probiotic addition did not show a clear extra HbA1c reduction in the reported estimates.
- nutrient_topic
- Berberine research collection; topical membership is not evidence of a direct dietary effect. · Berberine
- organism
- 409 newly diagnosed type 2 diabetes patients; separate bacterial experiments
- plain_language
- These results do not demonstrate a large added benefit from this probiotic mixture.
- primary_references
- [berberine-p33024120] Gut microbiome-related effects of berberine and probiotics on type 2 diabetes (the PREMOTE study). (2020). https://pubmed.ncbi.nlm.nih.gov/33024120/ DOI: 10.1038/s41467-020-18414-8
- tissue_or_cell_type
- Glycemia, gut microbiome and bile-acid transformation
Berberine: metabolism, nutrient connections and drug interactions (2026-09-17) · lines 1143–1154
AI-assisted literature curation; primary study URLs and scope retained in the document and extraction. Not publisher full text. · supports · Multicenter randomized double-blind four-arm trial with metagenomics and microbial validation · source_derived_draft · unverified_draft
### berberine-premote-probiotics The berberine-plus-probiotics arm had an HbA1c change of -1.04 percentage points compared with -0.99 for berberine alone. Condition category: normal nutrient_topic: Berberine research collection; topical membership is not evidence of a direct dietary effect. plain_language: These results do not demonstrate a large added benefit from this probiotic mixture. organism: 409 newly diagnosed type 2 diabetes patients; separate bacterial experiments tissue_or_cell_type: Glycemia, gut microbiome and bile-acid transformation experimental_model: Multicenter randomized double-blind four-arm trial with metagenomics and microbial validation limitations: Antibiotic run-in and Chinese drug-naive population limit generalization. Microbial mediation is supported but not proof it explains every effect. Probiotic addition did not show a clear extra HbA1c reduction in the reported estimates. exposure: Twelve weeks of berberine, probiotics, both or placebo after one week of gentamycin pretreatment evidence_span: {"source_cache": "artifacts/berberine-research/33024120.abstract.txt", "locator": "Primary indexed abstract; zero-based, end-exclusive Unicode character offsets", "file_sha256": "5dbbfd240d55ac62d2f48263f25e5543e47aa4a91d7711637fbacc543ce54bd9", "start_char": 0, "end_char": 1283, "text_sha256": "5dbbfd240d55ac62d2f48263f25e5543e47aa4a91d7711637fbacc543ce54bd9"} [berberine-p33024120] Gut microbiome-related effects of berberine and probiotics on type 2 diabetes (the PREMOTE study). (2020). https://pubmed.ncbi.nlm.nih.gov/33024120/ DOI: 10.1038/s41467-020-18414-8
Complete structured claim and evidenceThe SLC47A1 rs2289669 A allele was associated with a 0.30% larger HbA1c reduction per allele during metformin treatment.
Experimental context and source evidence
- evidence_span
- {"source_cache": "artifacts/metformin-research/19228809.abstract.txt", "locator": "Indexed abstract; zero-based, end-exclusive Unicode character offsets", "file_sha256": "e90099f316586ff994eff67af58f075f654413a68d8605e869755e9b8c68adb3", "start_char": 0, "end_char": 1383, "text_sha256": "e90099f316586ff994eff67af58f075f654413a68d8605e869755e9b8c68adb3"}
- experimental_model
- Pharmacogenetic analysis of 116 incident metformin users in the Rotterdam Study
- exposure
- Twelve tagging SNPs in SLC47A1 against change in HbA1c
- limitations
- A preliminary association in a small sample that the authors say requires replication; no mechanism was measured.
- nutrient_topic
- Metformin research collection; topical membership is not evidence of a direct clinical effect, and pharmacological exposure is not dietary intake. · Metformin
- organism
- Human
- plain_language
- How quickly the body clears the drug tracks with how much it lowers long-term glucose.
- primary_references
- [metformin-p19228809] Genetic variation in the multidrug and toxin extrusion 1 transporter protein influences the glucose-lowering effect of metformin in patients with diabetes: a preliminary study. (2009). https://pubmed.ncbi.nlm.nih.gov/19228809/ DOI: 10.2337/db08-1028
- tissue_or_cell_type
- Glycaemic response
Metformin: transport, molecular targets, gut mechanisms and nutrient interactions (2026-09-19) · lines 372–383
AI-assisted literature curation; primary study URLs and scope retained in the document and extraction. Not publisher full text. · supports · Pharmacogenetic analysis of 116 incident metformin users in the Rotterdam Study · source_derived_draft · unverified_draft
### metformin-mate1-variant-response The SLC47A1 rs2289669 A allele was associated with a 0.30% larger HbA1c reduction per allele during metformin treatment. Condition category: normal nutrient_topic: Metformin research collection; topical membership is not evidence of a direct clinical effect, and pharmacological exposure is not dietary intake. plain_language: How quickly the body clears the drug tracks with how much it lowers long-term glucose. organism: Human tissue_or_cell_type: Glycaemic response experimental_model: Pharmacogenetic analysis of 116 incident metformin users in the Rotterdam Study limitations: A preliminary association in a small sample that the authors say requires replication; no mechanism was measured. exposure: Twelve tagging SNPs in SLC47A1 against change in HbA1c evidence_span: {"source_cache": "artifacts/metformin-research/19228809.abstract.txt", "locator": "Indexed abstract; zero-based, end-exclusive Unicode character offsets", "file_sha256": "e90099f316586ff994eff67af58f075f654413a68d8605e869755e9b8c68adb3", "start_char": 0, "end_char": 1383, "text_sha256": "e90099f316586ff994eff67af58f075f654413a68d8605e869755e9b8c68adb3"} [metformin-p19228809] Genetic variation in the multidrug and toxin extrusion 1 transporter protein influences the glucose-lowering effect of metformin in patients with diabetes: a preliminary study. (2009). https://pubmed.ncbi.nlm.nih.gov/19228809/ DOI: 10.2337/db08-1028
Complete structured claim and evidence
The events it takes part in
A mechanism often involves more than two components. These are the full events, with every participant and its role.
Situations it appears in
Low-supply and faulty-machinery situations recorded in the chapters where this component plays a part.
In the sources
Preserved passages that mention this component, quoted exactly. Open one to read it in context.
Open hypotheses
Proposed ideas that involve this component. They are labeled as hypotheses and do not change any recorded statement.
This is a research prototype built from draft material. It is not medical advice, and its statements still await verification against the original studies.