Cornbread
Completeness scorecard
Deterministic gap audit — no score is composite, no cell is LLM-judged. Each chip is re-derivable by re-running tools/evidence/build-ingredient-scorecard.mjs. review: residuals and missing data are worked autonomously via data/evidence/ingredient-scorecard-review-flags.csv and wiki/completeness-gaps.md.
| Dimension | Status | What’s there (auditable counts) | What’s missing |
|---|---|---|---|
| D1 Analyte coverage (tier: unset) | tier-unset | 5/10 HMTc analytes, total n=14 | consumption tier unset; depth bar uncheckable |
| D2 Regional coverage | below-tier | 1 jurisdictions, top US 100% | only 1 distinct jurisdiction(s) |
| D3 Anthropogenic evidence | GAP | 1 drinking-water; no supply-chain link | link a supply-chain/ hub page |
| D4 Background mechanism | GAP | section present, 0 drivers, 1 upstream source(s) | drivers[] empty |
| D5 Pooling depth | THIN | Pb THIN, Cd THIN, tAs THIN, tHg THIN, Ni THIN, Cr THIN, U THIN | Pb: needs 1 more study(ies); Cd: needs 1 more study(ies); tAs: needs 1 more study(ies); tHg: needs 1 more study(ies); Ni: needs 1 more study(ies); Cr: needs 1 more study(ies); U: needs 1 more study(ies) |
| D6 Speciation | OK | iAs, tAs, tHg declared | — |
| D7 Basis declaration | GAP | 0/10 populated cells declare a basis token | 10 populated cell(s) lack a basis token: Pb, Cd, iAs, tAs, tHg, Ni, Al, Cr, Sn, U |
| D8 Provenance integrity | GAP | 24 claims checked, 24 supported; 1 citations, 0 orphan, 1 foreign | 1 foreign citation(s) not naming cornbread: fda2022-tds-elements-fy2018-fy2020 |
| D9 Mitigation | OK | 1 cited lever(s), 0 mitigation/ link(s) | — |
| D10 Regulatory coverage | OK | 1 rule link(s), 6 metal(s) covered | unmapped analytes: Ni, Cr, U |
| D11 Standards-readiness | NOT-READY | priority: Pb, Cd, tAs, tHg, Ni, Cr, U; pairing 0 paired, 7 single, 0 unpaired | Pb: THIN, needs 1 more study(ies); Cd: THIN, needs 1 more study(ies); tAs: THIN, needs 1 more study(ies); tHg: THIN, needs 1 more study(ies); Ni: THIN, needs 1 more study(ies); Cr: THIN, needs 1 more study(ies); U: THIN, needs 1 more study(ies); basis: 10 populated cell(s) lack a basis token: Pb, Cd, iAs, tAs, tHg, Ni, Al, Cr, Sn, U; consumption tier unset (depth bar uncheckable) |
| Principle balance | flag | consumer-protection 1.00, contamination-reduction 1.00, brand-value 0.00, legal-defensibility 0.38, scale 0.25 | spread 1.00 — starved: brand-value |
This ingredient stub was created during the FDA FY2018-FY2020 Total Diet Study element-results ingest so future source ingests have a stable destination for this food matrix. FDA reports this item as TDS Food 60, “Cornbread, homemade.” fda2022-tds-elements-fy2018-fy2020
Why this commodity accumulates heavy metals
Cornbread is a composite baked product whose primary ingredients are cornmeal, fat (typically butter or oil), eggs, milk, and chemical leavening. Its heavy metal profile is therefore a blend of contributions from each of these inputs. Cornmeal, the dominant ingredient by weight, carries the cadmium and trace metal burden of the corn grain after milling, with the exact level depending on whether the cornmeal is whole-grain (higher Cd, from the bran and germ fraction) or degerminated (lower Cd). Butter and eggs, the other substantive contributors, are low-risk matrices for most heavy metals under normal production conditions. Chemical leavening agents, particularly baking powder, can contribute trace amounts of aluminum in products that use aluminum-based leavening, though baking soda (sodium bicarbonate) does not carry this concern.
The FDA TDS FY2018-FY2020 data for homemade cornbread (n=3, TDS Food 60) shows Pb at a maximum of 14 ppb, Cd at 9.2 to 11 ppb, Ni at 140 to 180 ppb, Cr at 200 ppb across all three samples, and tAs at 3 to 3.5 ppb, with U at 2.2 to 2.7 ppb fda2022-tds-elements-fy2018-fy2020. The uniform Cr value of 200 ppb and the elevated Ni of 140 to 180 ppb across all three composites are notable: at this level of consistency across three composites from the TDS program, equipment contact during the homemade preparation process, or a systematic feature of the cornmeal substrate, may be contributing chromium and nickel to the matrix.
Heavy metal contamination profile
Per-analyte snapshot derived from the machine-readable contamination_profile in the frontmatter above. data gap indicates the literature has been reviewed for this commodity-analyte combination and no usable occurrence data was found (a finding, not a placeholder). The Key sources column shows the top 2-3 contributing sources by year and sample size, with numbered wikilink aliases.
| Analyte | Coverage | Typical (ppb) | p95 (ppb) | Confidence | Key sources |
|---|---|---|---|---|---|
| Pb | n=2 | 1.1–12.3 | 13.1 | low | 1 |
| Cd | n=2 | 9.3–10.8 | 10.9 | low | 1 |
| iAs | data gap | — | — | — | — |
| tAs | n=2 | 3.0–3.4 | 3.5 | low | 1 |
| tHg | n=2 | 2.8–3.9 | 4.1 | low | 1 |
| Ni | n=2 | 146–178 | 179 | low | 1 |
| Al | data gap | — | — | — | — |
| Cr | n=2 | 200 | 200 | low | 1 |
| Sn | data gap | — | — | — | — |
| U | n=2 | 2.2–2.6 | 2.6 | low | — |
FDA TDS FY2018-FY2020 Evidence
The normalized row-level data for this TDS food is stored in data/evidence/fda_tds_fy2018_2020_element_results_samples.csv, with per-food/per-analyte summaries in data/evidence/fda_tds_fy2018_2020_summary_by_food_analyte.csv. Concentrations are retained as FDA reported them, with the reporting-limit column preserved separately; reported zeroes are not rewritten as <LOD unless a source explicitly says to do so. fda2022-tds-elements-fy2018-fy2020
Routing
This node is linked from the ingredient index and the FDA TDS source routing table.
Contamination Profile State
The machine-readable contamination profile is in_progress for analytes measured in the TDS file and pending for profile metals not measured by this source. Ingredient-level values belong here once cross-source synthesis is reviewed; product-category values belong on the relevant product page.
FDA TDS FY2018-FY2020 Occurrence Values
FDA Total Diet Study FY2018-FY2020 reports prepared/composite-food concentration distributions for this ingredient as TDS food “Cornbread, homemade” (fda2022-tds-elements-fy2018-fy2020). Values are in ppb-equivalent on the basis FDA reported. The full sample-level data are stored in data/evidence/fda_tds_fy2018_2020_element_results_samples.csv; per-analyte distributions in data/evidence/fda_tds_fy2018_2020_summary_by_food_analyte.csv. These distributions count as one source under persistent-wiki-ingest-rule synthesis discipline; numerical values stay in body scratch until a second independent source is integrated.
| Metal | n | min | p10 | p50 | p90 | p95 | max | Schema |
|---|---|---|---|---|---|---|---|---|
| Cd | 3 | 9.2 | 9.34 | 9.9 | 10.78 | 10.89 | 11 | in profile |
| Cr | 3 | 200 | 200 | 200 | 200 | 200 | 200 | in profile |
| Ni | 3 | 140 | 146 | 170 | 178 | 179 | 180 | in profile |
| Pb | 3 | 0 | 1.06 | 5.3 | 12.26 | 13.13 | 14 | in profile |
| U | 3 | 2.2 | 2.2 | 2.2 | 2.6 | 2.65 | 2.7 | in profile |
| tAs | 3 | 3 | 3.04 | 3.2 | 3.44 | 3.47 | 3.5 | in profile |
| tHg | 3 | 2.8 | 2.82 | 2.9 | 3.94 | 4.07 | 4.2 | in profile |
Ranges by source, region, and variety
The FDA TDS FY2018-FY2020 dataset for homemade cornbread is the only structured occurrence source integrated into this corpus (n=3 composites) fda2022-tds-elements-fy2018-fy2020. The n=3 size is too small to characterize the distribution reliably, but all three composites show uniformly high Cr (200 ppb at all three samples), high Ni (140, 170, 180 ppb), and modest Cd (9.2 to 11 ppb) and Pb (0 to 14 ppb). The consistency of the Cr value across all three composites is analytically unusual; it may reflect a reporting-limit artifact, equipment contact during sample preparation, or a genuine feature of the homemade cornbread matrix.
No peer-reviewed survey of heavy metals specifically in cornbread or corn-based baked products is currently integrated into this corpus. Commercial cornbread products may differ from homemade formulations in their cornmeal grade, fat source, and leavening type, all of which could affect the metal profile.
Processing effects
Baking cornbread at high temperatures does not volatilize or remove heavy metals from the matrix; metals in the cornmeal, eggs, and other inputs are fixed in the baked structure. The use of aluminum-containing baking powder (sodium aluminum sulfate-based leaveners) contributes aluminum to the finished product; this is why aluminum is a data gap in this page’s profile (it was not measured in the TDS dataset for this food item) but is a known concern for baking-powder-leavened products. Aluminum-free baking powder is commercially available and eliminates this source.
The fat component of cornbread (butter or oil) does not substantially contribute heavy metals under normal production conditions. Milk or buttermilk, when used, is a low-risk ingredient for heavy metals. Eggs contribute negligibly to the metal burden of the finished product, consistent with the near-zero TDS values for hard-boiled eggs fda2022-tds-elements-fy2018-fy2020.
Ingredient-derivative risk
Cornbread is a finished baked good rather than an industrial ingredient that feeds into further processing, so derivative risk in the traditional sense does not apply. The cornmeal component is the highest-risk ingredient within the recipe; substitution of whole-grain cornmeal with degerminated cornmeal would reduce the cadmium contribution from the grain fraction. Self-rising cornmeal mixes that include pre-blended aluminum-containing leaveners present a higher aluminum risk than plain cornmeal prepared with aluminum-free leavening.
Mitigation options
Sourcing levers
Selecting degerminated cornmeal from origins with low background soil cadmium reduces the Cd contribution from the primary ingredient. For commercial cornbread producers, supplier specification for cornmeal Cd content and origin provenance is the relevant lever.
Agronomic levers
Agronomic levers apply at the corn grain level; see corn for the relevant discussion. No cornbread-specific agronomic data is in the current corpus.
Processing levers
Using aluminum-free leavening (sodium bicarbonate rather than aluminum-containing baking powder) eliminates the baking-powder aluminum source. Using degerminated cornmeal reduces cadmium relative to whole-grain formulations.
Formulation levers
No quantified data on formulation substitution effects on cornbread metal content beyond the cornmeal-grade effect is in the current corpus; section will be expanded when relevant evidence is ingested.
Testing and QC levers
The elevated Cr and Ni values in the TDS homemade cornbread composites (200 ppb Cr, 140 to 180 ppb Ni across n=3 samples) fda2022-tds-elements-fy2018-fy2020 warrant confirmation with larger sample sizes and method scrutiny (to rule out equipment-contact artifacts). Commercial cornbread product manufacturers should include Cr and Ni in any finished-product testing program given these TDS signals, along with Cd and Pb as standard analytes.
Packaging and storage levers
No quantified data on packaging or storage effects on heavy metal content in cornbread is in the current corpus; section will be expanded when relevant evidence is ingested.
Regulatory limits that apply
No specific US federal maximum level for lead or cadmium in baked corn products has been finalized as of 2026. Under the European Union’s eu2023-contaminants-maximum-levels, the applicable ML for cereal-based baked goods depends on the product classification: general cereal products are subject to a Cd limit of 0.10 mg/kg (100 ppb) and Pb limit of 0.20 mg/kg (200 ppb) wet weight. If a cornbread product is specifically formulated and marketed for infants and young children, the stricter infant food cadmium limit of 0.040 mg/kg (40 ppb) would apply. The TDS Cd maximum of 11 ppb and Pb maximum of 14 ppb fda2022-tds-elements-fy2018-fy2020 are within the general EU limits but the Cd value would approach the infant-food limit in higher-Cd scenarios. Codex Alimentarius general cereal limits (0.10 mg/kg Cd, 0.20 mg/kg Pb) apply to cornbread-category products as processed cereal-based goods.
Sources
Auto-generated from source-page frontmatter. The “Used on this page for” column is populated by the orchestrator’s POPULATE-SOURCE-LEGEND action; pending entries appear as *[awaiting synthesis]*.
| # | Citation | Year | Type | Used on this page for |
|---|---|---|---|---|
| 1 | FDA 2022. FY2018-FY2020 TDS Elements Analytical Results, FDA Total Diet Study | 2022 | Government dataset | FDA TDS FY2018–FY2020 Cd, Cr, Ni, Pb, U, tAs, tHg occurrence distributions for Cornbread, homemade (n=3) |
| 2 | ATSDR 2008. Toxicological Profile for Aluminum, U.S. Department of Health and Human Services, Public Health Service, Agency for Toxic Substances and Disease Registry | 2008 | Government report | US Al occurrence in Synthesis of peer-reviewed human and animal toxicology, exposure, and environmental-fate data; no original sampling |
Page history
The five most recent substantive edits to this page. The full version history lives in git; when DOI minting comes online (see schema docs), each entry below will also link to a version-pinned DataCite DOI.
| Commit | Date | Description |
|---|---|---|
| b0f3d38 | 2026-06-12 | batch | corpus rescreen b04 old terminal skips |