Overview
This study quantifies nickel concentrations across six food categories in Zhejiang Province, China (2628 samples, 2018–2019) and assesses dietary exposure risk by age group. Beans (n=5) carry exceptionally high nickel levels (mean 3.094 mg/kg), while cereal products and fruits are an order of magnitude lower. The study benchmarks its categories against a 1 mg/kg figure attributed to GB 2762-2022, but that standard’s only nickel maximum level applies to hydrogenated vegetable oil and products containing it, not to beans, cereals, or aquatic foods (see Regulatory-comparison caveat below). Children aged 0–6 are the only population segment showing unacceptable cumulative exposure (THQ = 1.078) under high-consumption/high-contamination assumptions.
Key numbers
| Category | n | Range (mg/kg) | Mean | P50 | P95 | Detection rate | Overstandard rate |
|---|---|---|---|---|---|---|---|
| Beans total | 5 | 1.22–9.21 | 3.094 | 1.74 | 7.752 | 100% | 100% |
| Beans: Soybean | 1 | 9.21 | 9.21 | 9.21 | 9.21 | 100% | 100% |
| Beans: Mung bean | 2 | 1.22–1.38 | 1.3 | 1.3 | 1.372 | 100% | 100% |
| Beans: Ormosia | 2 | 1.74–1.92 | 1.83 | 1.83 | 1.911 | 100% | 100% |
| Meat and products total | 690 | 0.002–4.99 | 0.258 | 0.084 | 1.006 | 85.8% | 5.07% |
| Meat: Sausages | 316 | 0.002–3.38 | 0.262 | 0.095 | 0.978 | 91.14% | 4.11% |
| Meat: Chinese bacon | 296 | 0.002–3.0 | 0.252 | 0.053 | 1.093 | 78.04% | 6.42% |
| Meat: Other meat product | 7 | 0.010–0.447 | 0.116 | 0.049 | 0.37 | 85.71% | 0% |
| Vegetables and products total | 365 | 0.001–3.35 | 0.185 | 0.078 | 0.639 | 97.81% | 1.64% |
| Vegetables: Legume | 9 | 0.161–3.35 | 0.813 | 0.33 | 2.61 | 100% | 22.22% |
| Vegetables: Tubers | 240 | 0.001–3.19 | 0.215 | 0.118 | 0.751 | 97.08% | 1.67% |
| Vegetables: Pickled | 4 | 0.074–0.251 | 0.167 | 0.172 | 0.247 | 100% | 0% |
| Vegetables: Leafy | 78 | 0.007–0.99 | 0.07 | 0.032 | 0.231 | 100% | 0% |
| Vegetables: Other | 34 | 0.002–0.365 | 0.07 | 0.053 | 0.169 | 97.06% | 0% |
| Aquatic food total | 1405 | 0.001–48.9 | 0.261 | 0.071 | 0.852 | 82.28% | 3.56% |
| Aquatic: Sea fish | 30 | 0.001–1.34 | 0.057 | 0.007 | 0.076 | 43.33% | 3.33% |
| Aquatic: Gastropods | 3 | 0.05–0.35 | 0.194 | 0.183 | 0.333 | 100% | 0% |
| Aquatic: Other processed aquatic products | 399 | 0.002–4.2 | 0.209 | 0.082 | 0.891 | 89.72% | 4.26% |
| Aquatic: Sea crustacea | 150 | 0.006–0.84 | 0.195 | 0.19 | 0.419 | 99.33% | 0% |
| Aquatic: Freshwater crustacea | 546 | 0.002–48.9 | 0.281 | 0.047 | 0.582 | 78.75% | 2.38% |
| Aquatic: Freshwater fish | 145 | 0.002–10.5 | 0.149 | 0.01 | 0.422 | 53.1% | 1.38% |
| Aquatic: Canned fish | 82 | 0.002–19.1 | 0.647 | 0.204 | 1.539 | 92.68% | 13.41% |
| Aquatic: Shellfish | 50 | 0.056–1.53 | 0.484 | 0.308 | 1.279 | 100% | 12% |
| Cereal products | 27 | 0.025–0.696 | 0.136 | 0.102 | 0.302 | 100% | 0% |
| Fruits | 136 | 0.004–0.75 | 0.097 | 0.059 | 0.293 | 100% | 0% |
Sampling: 11 cities in Zhejiang Province, 2018–2019, multistage random sampling at the breeding/acquisition (field) and intermediate (market, store, online commercial) stages. Sample counts by category — Section 2.1 (Sampling) totals vs Section 3.1 (Sample Characteristics) / Table 1 totals: beans n=5 (both); aquatic food and products n=1404 (§2.1) vs n=1405 (§3.1 + Table 1); meat and products n=691 (§2.1) vs n=690 (§3.1 + Table 1); vegetables and vegetable products n=392 (§2.1) vs n=365 (§3.1 + Table 1); cereal products n=27 (both); fruits n=145 (§2.1) vs n=136 (§3.1 + Table 1). The Key numbers table above uses §3.1 / Table 1 values throughout (the granular per-subcategory source). Body weights by age group from the consumption survey:
| Age group | Body weight (kg) |
|---|---|
| 0–6 years | 18.988 |
| 7–10 years | 35.233 |
| 11–17 years | 61.639 |
| 18–59 years | 60.170 |
| ≥60 years | 52.652 |
| All ages | 56.911 |
Population census shares reported for the consumption survey (three-bucket grouping): 16.60% aged 0–14, 70.14% aged 15–59, and 13.26% aged ≥60.
Daily Ni intake (µg/kg-bw/d), Mode D (P95 concentration × P95 consumption), by age group:
| Age group | Total Ni intake (Mode D) | THQ (Mode D) |
|---|---|---|
| 0–6 years | 21.57 | 1.078 (unacceptable) |
| 7–10 years | 12.680 | 0.634 |
| 11–17 years | 8.638 | 0.432 |
| 18–59 years | 9.923 | 0.496 |
| ≥60 years | 11.4 | 0.57 |
Beans and vegetables/vegetable-products were the main sources of dietary Ni exposure (>50% of total for low-consumption modes A and C); vegetables dominate in high-consumption modes B and D. USEPA reference dose used: 20 µg/kg-bw/d. The paper also references the EFSA Tolerable Daily Intake — initially 2.8 µg/kg-bw in 2015 and later modified to 13 µg/kg-bw — as a comparator; the 0–6 Mode D total intake of 21.57 µg/kg-bw/d exceeds both EFSA TDI revisions and the USEPA RfD.
Methods (brief)
Inductively Coupled Plasma Mass Spectrometry on a NexION 300D ICP-MS (PerkinElmer, Waltham, MA, USA) equipped with a concentric nebulizer and collision reaction cell. Samples (0.5 g) were microwave-digested in nitric acid (6–8 mL; chromatographic purity, Merck, Darmstadt, Germany) with hydrogen peroxide (1 mL) added for hard-to-digest matrices in a Mars-6 microwave digestion system (CEM, Charlotte, NC, USA), following a three-step program (Step 1: 120 °C, 5 min ramp + 5 min isothermal; Step 2: 150 °C, 5 min ramp + 10 min isothermal; Step 3: 190 °C, 5 min ramp + 25 min isothermal). Digested solution was diluted to 25 mL with ultrapure water. A Ni standard stock and tuning solution (Li, Y, Ce, Tl, Co; 10 ng/mL) were sourced from CNW Technologies GmbH (Düsseldorf, Germany). LOD: 3.5 µg/kg for vegetables and fruits, 3.0 µg/kg for other matrices. Samples below LOD set to ½ LOD. Quality control: one QC sample per ten samples; certified reference materials; standard-addition recovery. Total nickel only — no speciation between Ni(II), Ni(0), or Ni carbonyls (metals tag: Ni).
Risk assessment used the USEPA target hazard quotient method (EDI = C × D × T / BW; HQ = EDI / RfD; RfD = 20 µg/kg-bw/d). Cumulative risk across food categories was expressed as THQ = ΣHQ. Four consumption modes A–D corresponded to median/P95 combinations of concentration × consumption (A: P50×P50; B: P50×P95; C: P95×P50; D: P95×P95). Statistical analyses: chi-squared test for detection/overstandard rates; Anderson–Darling normality test; Wilcoxon rank-sum test for skewed distributions. Analyses performed in Excel and R 4.2.2.
Implications
Certification: Beans are a high-Ni outlier among the food categories sampled in this study — all five sampled bean samples (one soybean, two mung bean, two ormosia) were above 1 mg/kg, though the very small n (5) limits the strength of inference for the bean category as a whole. Within the larger aquatic food sample (n=1405), canned fish (n=82; 13.41% above 1 mg/kg, P95 1.539 mg/kg) and shellfish (n=50; 12%, P95 1.279 mg/kg) were the highest-Ni sub-categories. The “overstandard rate” framing in the paper should not be carried into wiki pages as a regulatory exceedance; see the caveat below.
Regulatory-comparison caveat: the study expresses its exceedance (“overstandard”) rates against a 1 mg/kg nickel figure attributed to GB 2762-2022, and that comparison is scope-mismatched. GB 2762-2022 Table 6 (section 4.6) sets exactly one nickel maximum level, 1.0 mg/kg, and its scope is hydrogenated vegetable oil and products produced partly from or containing hydrogenated and/or partially hydrogenated vegetable oil — a limit on nickel-catalyst carry-over from the hydrogenation process (USDA FAS translation of GB 2762-2022). China sets no nickel maximum level for beans, cereals, vegetables, meat, or aquatic foods. The concentration data in this study are unaffected and remain usable; only the exceedance framing is defective. Downstream pages should cite the concentrations and not describe these samples as exceeding a Chinese national limit. Correction applied 2026-08-11. This dataset contributes occurrence and exposure data for legumes, canned fish, shellfish, and processed meats relevant to Cat 1 (infant/child foods) Ni exposure modelling, including the finding that the 0–6 year THQ under high-concentration / high-consumption assumptions (Mode D) was 1.078, the only age group exceeding the HQ=1 threshold in any consumption mode.
Courses: This paper illustrates how ICP-MS occurrence data combine with consumption surveys to produce age-stratified dietary exposure estimates, and how the THQ method aggregates risk across multiple food categories. It is also a useful teaching example of internal-discrepancy hygiene — Section 3.1 text totals (n=1404 aquatic, n=691 meat, n=392 vegetables, n=145 fruits) differ from Table 1 totals (1405, 690, 365, 136); the wiki preserves both with the discrepancy noted.
App: Beans, canned fish, and shellfish contribute disproportionately to per-serving Ni in this Zhejiang Province sample. Per-ingredient Ni occurrence inputs for East-Asian dietary contexts can draw on the P50/P95 values reported here, subject to the small bean n.
Microbiome: Not applicable — paper does not address gut microbiome effects of Ni exposure.
Wiki pages this source may touch
- Nickel
- Beans
- Legumes
- Vegetables
- Non-root vegetables
- Leafy Vegetables
- Cereals
- fruits
- Meat and poultry
- Meat and Poultry
- Seafood
- Freshwater Fish
- Shellfish
- Molluscs
- Canned Fish — REDIRECT (Cat 6 → canned-seafood)
- Processed meats (sausage, deli meat, bacon, hot dogs)
- China GB 2762-2022 - Maximum levels of contaminants in food
Verification notes
- 2026-05-29: Manual-fetch re-ingest pass against the source PDF (the archived source file). Page was originally created 2026-05-14 by autonomy_phase1_v0; this pass enhances per the v2 manual-fetch skill. Changes:
- Body-weight table previously carried a misattributed annotation (“n=4173 of 19,000 (16.60%) population subset” against 0–6 years; “70.14% of survey” against 18–59; “13.26% of survey” against ≥60). Per p. 4 of the source, the 16.60% / 70.14% / 13.26% shares describe the three-bucket population census grouping (0–14, 15–59, ≥60), not the five-bucket consumption-survey grouping used in Tables 2–4. The misattributed annotations were removed and a correctly attributed sentence about the three-bucket grouping added below the body-weight table.
- Methods section rewritten to ”## Methods (brief)” per current Part 6 template, with instrument vendor/model, digestion vendor/model, reagent vendor, tuning solution vendor, USEPA EDI/HQ/THQ equation forms, and Mode A–D definitions made explicit. Vendor/material names retained per Part 12 Exception 2 (scientific-method vendor names are not brand-firewall violations).
- Implications section softened: removed prescriptive language (“HMTc Ni thresholds … should anchor on these distributions”) in favour of contribution-framed wording (“contributes occurrence and exposure data … relevant to Cat 1 modelling”) per Part 2 wiki/HMTc firewall.
- Sample-size discrepancy between paper text (Section 3.1) and Table 1 was preserved with both totals shown, since the source itself is internally inconsistent (n=1404 vs 1405 aquatic; n=691 vs 690 meat; n=392 vs 365 vegetables; n=145 vs 136 fruits). Key numbers table uses Table 1 values throughout (the more granular source).
products: ["[[products/processed-meats]]"]added — sausages (n=316), Chinese bacon (n=296), and “other meat product” (n=7) all map to the existing the linked reference record page; the paper’s “Meat and products” category is processed meat. Canned-fish product already declared.- source metadata
sampling_locationspopulated andsampling_year_rangefilled in.raw_handle,cite_key,raw_path,license,doi,near_duplicatespreserved.
- Source-internal inconsistency on age-bucket labelling: p. 5 of the paper says respondents were classified into five groups “0–6, 6–13, 11–17, 18–59, and ≥60 years” (overlapping at 6 and 11), but Tables 2, 3, and 4 use non-overlapping groups 0–6, 7–10, 11–17, 18–59, ≥60. The wiki follows the table groupings since all numerical attributions are tied to the tables.
- 2026-05-29 (audit application): Fresh-context Agent editorial review (general-purpose) ran the five-check audit per the editorial record. Verdict: PROMOTE with 0 ❌ findings and 3 ⚠️ framing concerns. Concerns applied to this commit: (a) §2.1-text vs §3.1/Table 1 sample-size discrepancy framing made explicit (prior wording “paper text; Table 1 totals” was imprecise since both totals are paper-text); (b) “Aquatic: Other processed” row label expanded to “Other processed aquatic products” to match Table 1; (c) EFSA TDI chronology phrasing rewritten to match the paper’s “initially set 2.8 in 2015 → later modified to 13” order. No false-positive findings to record. Routing audit re-run clean.
Update history
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