Beans
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: common) | OK | 5/10 HMTc analytes, total n=21 | labeled data-gaps: tHg, iAs, Al |
| D2 Regional coverage | OK | 19 jurisdictions, top CN 22% | — |
| D3 Anthropogenic evidence | GAP | no upstream/attribution sources | link a supply-chain/ hub page |
| D4 Background mechanism | GAP | section present, 4 drivers, 0 upstream source(s) | no upstream source to substantiate |
| D5 Pooling depth | THIN | Pb POOLABLE, Cd POOLABLE, tAs POOLABLE, Ni CONFIDENT, Cr THIN, Sn THIN | Cr: needs 1 more study(ies); Sn: 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 | 11 claims checked, 11 supported; 5 citations, 0 orphan, 2 foreign | 2 foreign citation(s) not naming beans: sandil2023-arsenic-bean-lettuce, atsdr2005-tin-toxicological-profile |
| D9 Mitigation | GAP | 0 cited lever(s), 0 mitigation/ link(s) | section present but no source-cited lever |
| D10 Regulatory coverage | GAP | 0 rule link(s), 0 metal(s) covered | no regulations/ link in section |
| D11 Standards-readiness | NOT-READY | priority: Pb, Cd, tAs, Ni, Cr, Sn; pairing 0 paired, 6 single, 0 unpaired | Cr: THIN, needs 1 more study(ies); Sn: 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 |
| Principle balance | flag | consumer-protection 1.00, contamination-reduction 0.00, brand-value 0.00, legal-defensibility 0.25, scale 0.25 | spread 1.00 — starved: contamination-reduction |
Beans — the broad legume category covering dried and canned pulses (kidney, black, pinto, navy, cannellini, fava, pinto, chickpeas, lentils as a distinct sub-category) — sit at the middle of the food-system heavy-metals risk distribution. The defining feature of the legume category is nickel accumulation: leguminous plants harbour nitrogen-fixing Rhizobium bacteria in root nodules that require nickel for their urease enzyme machinery, so legumes consistently carry higher Ni than non-legume crops. Beans also accumulate Cd at modest rates and inherit canning-source Pb when sold in cans rather than dried. The current corpus loads 4 sources directly: Abdolahpour 2023 Iranian Babol-city vegetable Pb-Cd (n=32, abdolahpour2023-heavy-metals-babol-vegetables), Alzabadi 2018 Palestinian canned-foods including canned beans (n=16, alzabadi2018-canned-foods-palestine-cd-pb-cu-zn), Bora 2022 Romanian fruit-and-vegetable washing intervention covering bean baseline (n=80, bora2022-heavy-metals-fruits-vegetables-romania-vinegar-washing), Sandil 2023 bean-and-lettuce arsenic uptake mechanism (sandil2023-arsenic-bean-lettuce); plus the ATSDR 2005 Tin Toxicological Profile relevant to canned-bean Sn (atsdr2005-tin-toxicological-profile) and the broader vegetable-and-legume corpus reachable through the routing layer.
Why this commodity accumulates heavy metals
Beans accumulate metals through root uptake into the seed-pod and seed tissues, with rates varying by species and soil chemistry. The legume-specific nickel accumulation is driven by Rhizobium nitrogen-fixation biochemistry: the bacterial urease enzyme requires nickel as a cofactor, so the plant actively concentrates Ni into the root nodule and into the seed. The Sandil 2023 work documented arsenic uptake into bean tissue at developmental-stage-dependent rates, with mature beans carrying more total arsenic than younger plant tissue (sandil2023-arsenic-bean-lettuce). Cadmium uptake follows the standard plant pathway driven by soil Cd-to-Zn ratio. The canning step is the dominant downstream contamination event for canned beans specifically: traditional tin-plate cans contribute Sn through corrosion of the tinplate over shelf life, particularly for acidic bean products (chili beans, baked beans in tomato sauce); historical lead-soldered cans (largely phased out globally but persisting in some markets) contributed Pb. The Alzabadi 2018 Palestinian canned-foods survey found Cd-and-Pb in canned beans at retail levels of concern in some samples, with the canning step the most plausible explanation for the elevation relative to dried bean baseline (alzabadi2018-canned-foods-palestine-cd-pb-cu-zn).
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=6 | 10–200 | 500 | medium | 1, 2 |
| Cd | n=5 | 10–150 | 300 | medium | 1, 2 |
| iAs | data gap | — | — | — | — |
| tAs | n=3 | 10–100 | — | medium | 1, 2 |
| tHg | data gap | — | — | — | — |
| Ni | n=3 | 100–1500 | — | high | 1 |
| Al | data gap | — | — | — | — |
| Cr | n=2 | 10–200 | — | low | — |
| Sn | n=2 | 0–1000 | — | low | 1 |
| U | data gap | — | — | — | — |
Ranges by source, region, and variety
The corpus characterises bean metals through directly-routed studies plus broader vegetable surveys reachable via the routing layer. The Palestinian Alzabadi 2018 canned-foods survey (n=16 including canned beans, fava beans, and related canned product) documented Cd-and-Pb concentrations approaching Codex limits in a meaningful fraction of canned-bean product, with the canning step implicated as the dominant pathway (alzabadi2018-canned-foods-palestine-cd-pb-cu-zn). The Romanian Bora 2022 work characterised bean baselines (within the broader fruit-vegetable n=80 panel) and tested vinegar-wash interventions for surface metals (bora2022-heavy-metals-fruits-vegetables-romania-vinegar-washing). The Hungarian Sandil 2023 bean-and-lettuce arsenic uptake mechanism work documented developmental-stage-dependent As accumulation in bean tissue (sandil2023-arsenic-bean-lettuce). Variety-level pattern: kidney beans, black beans, pinto beans, and navy beans have similar metal profiles within commodity-grade product; soybeans (technically a legume but covered separately as oilseed) accumulate Cd at higher rates than other beans. Origin: US, Canadian, Mexican, Brazilian commodity beans are broadly equivalent on heavy metals; specific-origin specifications add cost without meaningful metal-load shift for the broader bean category. Canned beans consistently carry higher Pb-Cd-Sn than the dried equivalent due to canning-step contributions.
Processing effects
Dried beans require soaking and cooking before consumption. Soaking in fresh water leaches a fraction of soluble metals (Cd, some Ni) into the soak water; discarding the soak water reduces per-serving exposure of these soluble forms. Cooking by boiling leaches additional Cd and tAs into the cooking water; discarding the cooking water further reduces exposure. The traditional Mediterranean-and-Middle-Eastern practice of multiple-soak-and-rinse cycles is documented in food-safety literature as a meaningful reduction intervention for Cd and Ni in legumes. Canning introduces the can-source Pb and Sn pathway and is the single largest processing-driven contamination event for canned bean product. Pressure cooking and slow cooking do not affect metal load differently from boiling. Fermented bean products (miso, tempeh, natto from soybeans; fermented bean paste from black beans) carry the parent bean’s metal load with negligible processing-driven change.
Ingredient-derivative risk
Dried beans cooked at home in fresh water with discarded soak-and-cook water represent the lowest-metal-load consumption form. Canned beans carry elevated Pb-Cd-Sn relative to the dried equivalent; the Alzabadi 2018 Palestinian data document the magnitude. Bean flour (chickpea flour, black bean flour, etc., used in gluten-free baking) carries the parent bean’s metal load on a dry-weight basis without the soak-and-cook reduction. Bean protein isolate (used in plant-based meat alternatives and supplement applications) concentrates protein and any protein-bound metals. Refried beans and pre-cooked bean preparations sold in pouches inherit the canning or pouch-source metal contributions. Bean dips, hummus, and finished-product applications carry the bean’s metal load at the inclusion ratio.
Mitigation options
Sourcing levers
For dried beans, sourcing from suppliers with documented soil-and-water screening provides upstream metal-load control. Avoid sourcing from regions with documented mining-corridor or industrial-corridor soil contamination. For canned beans, source from canners using modern fully-welded steel cans with food-grade interior coatings; avoid lead-soldered cans (largely phased out but persisting in some markets) and avoid tinplate cans with damaged coatings for acidic bean products.
Agronomic levers
For brand-controlled-supply operations, soil pH management around 6.5 reduces Cd bioavailability. Avoid phosphate fertilisers with elevated Cd impurity. Rhizobium-inoculated nitrogen-fixation reduces the need for external nitrogen fertilisers and the associated Cd-contamination risk. Most agronomic interventions live with bean producers rather than ingredient buyers.
Processing levers
Soaking-and-discarding-water plus cooking-and-discarding-water reduces Cd and soluble metals by 20-40% from the dried baseline. For canners, modern can technology (fully welded steel with food-grade interior coatings, glass jar alternative) eliminates the Pb-and-Sn pathway. Pressure-cooked product does not differ meaningfully from boiled product on metal removal.
Formulation levers
For finished products using beans as an ingredient (chili, soups, dips, ready-meals), the inclusion ratio caps per-serving exposure. Substitution between bean varieties does not meaningfully change the Pb-Cd profile; substitution with lentils (typically lower-Cd) shifts the per-serving Cd modestly lower.
Testing and QC levers
Lot-level ICP-MS testing for Pb (detection floor ≤ 5 ppb), Cd (≤ 1 ppb), Sn (≤ 50 ppb for canned), and Ni (≤ 50 ppb) icp-ms is the standard intervention.
Packaging and storage levers
Glass jars eliminate the can-leaching pathway entirely. Modern fully-welded steel cans with food-grade interior coatings are acceptable. Lead-soldered cans (historical risk) and tinplate cans with damaged coatings for acidic bean products are the historical packaging risks. Pouches do not contribute meaningfully to the metal load.
Regulatory limits that apply
The Codex Alimentarius General Standard CXS 193-1995 sets a Pb maximum of 0.10 mg/kg fresh weight for legumes (dry) and 0.10 mg/kg for canned vegetables; Cd at 0.10 mg/kg for legumes. The EU Regulation 2023/915 sets the legume Pb maximum at 0.10 mg/kg and Cd at 0.040 mg/kg for legumes (tighter than Codex). The Codex Sn maximum of 250 mg/kg applies to canned beans alongside the broader canned-food category. The FDA has not set bean-specific action levels but has issued recall notifications for canned-bean products with elevated Pb tied to historical packaging issues.
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 | Imongben et al. 2026. Determination of some heavy metals and their potential risk in selected vegetables on sale within Kaduna Metropolis, Kaduna State, Nigeria, World Nutrition | 2026 | Peer-reviewed | NG Cr, Mn, Fe, Co, Ni, Cu, Mo, Zn occurrence in 12 vegetable types (carrots, sweet potatoes, celery, lettuce, spinach, cabbage, broccoli, cauliflower, eggplant, avocado, peas, beans) purchased from… (n=60) |
| 2 | Ewubare et al. 2024. An Academic Review on Heavy Metals in the Environment: Effects on Soil, Plants Human Health, and Possible Solutions, American Journal of Environmental Economics 3(1) 70-81 | 2024 | Review | NG Pb, Cd, tHg, MeHg, Cr, Cr-VI, tAs, Ni, Cu, Zn, Mn, Co, Sb, Tl, Mo occurrence in Narrative review article; no primary samples. Synthesizes literature retrieved from Google Scholar, Frontier in Microbiology, AJOL, Scopus, Web… |
| 3 | Han et al. 2024. Occurrence and Exposure Assessment of Nickel in Zhejiang Province, China, Toxics | 2024 | Peer-reviewed | Ni in bean samples from Zhejiang Province with all samples above the GB 2762-2022 1 mg/kg national limit |
| 4 | Abdolahpour et al. 2023. The health risk assessment of heavy metals in vegetables grown in Babol city, Iran, International Archives of Health Sciences | 2023 | Peer-reviewed | Iranian Babol-city Pb-Cd vegetable panel including beans (n=32) |
| 5 | Kharkwal et al. 2023. Non-carcinogenic and carcinogenic health risk assessment of heavy metals in cooked beans and vegetables in Punjab, North India, Food Science & Nutrition | 2023 | Peer-reviewed | IN tAs, Cd, Pb, tHg occurrence in Cooked beans and cooked vegetable preparations collected from 150 selected households across 30 urban and rural locations in… (n=150) |
| 6 | Yu et al. 2023. Toxic Elements in Beans from Zhejiang, Southeast China: Distribution and Probabilistic Health Risk Assessment, Foods | 2023 | Peer-reviewed | CN tAs, Cd, Cr, tHg, Pb occurrence in Black bean, broad bean, mung bean, soybean, red bean, kidney bean, and pea samples purchased from local commercial… (n=692) |
| 7 | Bora et al. 2022. Quantification and Reduction in Heavy Metal Residues in Some Fruits and Vegetables: A Case Study Galați County, Romania, Horticulturae | 2022 | Peer-reviewed | Romanian fruit-vegetable Pb-Cd-tAs-Zn baseline including beans (n=80) |
| 8 | Clair-Caliot et al. 2021. Uptake of Arsenic by Irrigated Vegetables and Cooked Food Products in Burkina Faso, Frontiers in Water | 2021 | Peer-reviewed | Burkina Faso irrigation-water arsenic pathway in vegetables including bean crops (n=168) |
| 9 | Ibrahim 2020. Determination of trace element levels in flowers and leaves of vicia faba by ICP-MS, Progress in Chemical and Biochemical Research | 2020 | Peer-reviewed | TR Cr, Fe, Zn, Al, Cu, Pb, Cd, Mn, Ni occurrence in Dried Vicia faba flowers and leaves analyzed as medicinal plant material in Turkey |
| 10 | TatahMentan et al. 2020. Toxic and Essential Elements in Rice and Other Grains from the United States and Other Countries, International Journal of Environmental Research and Public Health | 2020 | Peer-reviewed | US/CA/TH tAs, Pb, Cd, Cu, Fe, Mn, Zn occurrence in Rice and other grains purchased from local stores in Louisiana, USA: 28 white rice samples, 11 brown rice… |
| 11 | Hussain et al. 2019. Arsenic and Heavy Metal (Cadmium, Lead, Mercury and Nickel) Contamination in Plant-Based Foods, Plant and Human Health, Volume 2 | 2019 | Book chapter | GLOBAL tAs, Cd, Pb, tHg, Ni occurrence in Review chapter compiling published occurrence ranges for arsenic, cadmium, lead, mercury, and nickel in plant-based foods including cereal… |
| 12 | Wang et al. 2019. Dietary Lead Exposure and Associated Health Risks in Guangzhou, China, International Journal of Environmental Research and Public Health | 2019 | Peer-reviewed | CN Pb occurrence in Food safety risk monitoring samples from Guangzhou, China, collected during 2014-2017 across 27 food categories; consumption inputs came… (n=6339) |
| 13 | Al et al. 2018. Environmental exposure assessment of cadmium, lead, copper and zinc in different Palestinian canned foods, Agriculture & Food Security 7:50 | 2018 | Peer-reviewed | PS Cd, Pb, Cu, Zn occurrence in 16 canned food samples (4 brand-product combinations each of beans, chickpeas, corn, mushroom) purchased from a single supermarket… (n=16) |
| 14 | Islam et al. 2018. Assessment of heavy metals in foods around the industrial areas: Health hazard inference in Bangladesh, Geocarto International | 2018 | Peer-reviewed | BD Cr, Ni, Cu, tAs, Cd, Pb occurrence in Seventy-five composite samples of rice, sponge gourd, bitter gourd, papaya, okra, bean, brinjal, and chili collected by hand… (n=75) |
| 15 | Ataee et al. 2016. Application of microwave-assisted dispersive liquid–liquid microextraction and graphite furnace atomic absorption spectrometry for ultra-trace determination of lead and cadmium in cereals and agricultural products, International Journal of Environmental Analytical Chemistry 96(3):271-283 | 2016 | Peer-reviewed | IR Pb, Cd occurrence in 21 cereal composites (7 grain types — rice, wheat, barley, peas, beans, corn, lentil — × 3 local… (n=21) |
| 16 | Iyabo et al. 2015. Toxic and Essential Metals in Staple Foods Commonly Consumed by Students in Ekiti State, South West, Nigeria, International Journal of Chemistry | 2015 | Peer-reviewed | NG Zn, Cu, Cd, Pb occurrence in Thirty listed staple food items identified from a questionnaire of 200 volunteered Ekiti State University students and purchased… (n=30) |
| 17 | Pirsaheb et al. 2015. Essential and toxic heavy metals in cereals and agricultural products marketed in Kermanshah, Iran, and human health risk assessment, Food Additives & Contaminants: Part B, Surveillance | 2015 | Peer-reviewed | IR Pb, Cd, Cr, Ni, Zn, Cu occurrence in 150 packed cereal samples representing 7 commodity types (rice, wheat, corn, peas, lentil, bean, split peas) collected from… (n=150) |
| 18 | Islam et al. 2014. Heavy Metals in Cereals and Pulses: Health Implications in Bangladesh, Journal of Agricultural and Food Chemistry | 2014 | Peer-reviewed | BD Cr, Ni, Cu, Zn, tAs, Cd, Pb occurrence in Composite samples of rice, wheat, maize, lentil, and black gram collected from agricultural fields in the Bogra district… (n=144) |
| 19 | Uneyama et al. 2007. Arsenic in various foods: Cumulative data, Food Additives & Contaminants | 2007 | Peer-reviewed | JP/US/GB tAs, iAs occurrence in Cumulative review of arsenic measurements in food from PubMed, Japanese local-authority research databases, and national food-safety surveillance reports;… |
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 |