Evidence map›Paper›PMID 35108270›Full record

SynthesisPloS one2022

Drivers of cadmium accumulation in Theobroma cacao L. beans: A quantitative synthesis of soil-plant relationships across the Cacao Belt.

Jordon Wade, Marlon Ac-Pangan, Vitor R Favoretto, Alexander J Taylor, Nicki Engeseth, Andrew J Margenot

Open access · goldAbstract readSystematic Review
In one paragraph

Synthesis in PloS one, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
1.2field-weighted citation impact, top 26% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

5 citing papers in PubMed, 24 citations in OpenAlex.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors at 2 institutions in 1 country.

Jordon WadeSchool of Natural Resources, University of Missouri, Columbia, MO, United States of America.ORCID 0000-0003-0981-6578
Marlon Ac-PanganDepartment of Food Science and Human Nutrition, University of Illinois Urbana-Champaign, Champaign, IL, United States of America.ORCID 0000-0001-9244-4239
Vitor R FavorettoDepartment of Crop Sciences, University of Illinois Urbana-Champaign, Champaign, IL, United States of America.ORCID 0000-0002-2620-1199
Alexander J TaylorDepartment of Food Science and Human Nutrition, University of Illinois Urbana-Champaign, Champaign, IL, United States of America.
Nicki EngesethDepartment of Food Science and Human Nutrition, University of Illinois Urbana-Champaign, Champaign, IL, United States of America.
Andrew J MargenotDepartment of Crop Sciences, University of Illinois Urbana-Champaign, Champaign, IL, United States of America.
University of Illinois Urbana-Champaign · USUniversity of Missouri · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Elevated cadmium (Cd) concentrations in cacao and cocoa-based products (e.g., chocolate) present a potentially serious human health risk. While recent regulatory changes have established a threshold of 0.8 mg kg-1 for Cd content of cocoa-based products, the biophysical factors (e.g., climatic or edaphic conditions) that determine the amount of soil-derived Cd in the cacao bean are poorly understood and have yet to be quantitatively assessed across diverse production contexts. To determine the primary drivers of cacao bean Cd, we used the scientific literature to systematically compile a database of climatic, edaphic, and plant data from across the Cacao Belt, which is approximately 20 degrees latitude on either side of the equator. From this compiled dataset, we then used boosted regression trees to quantitatively synthesize and evaluate these drivers of cacao bean Cd. Total soil Cd concentration, soil pH, and leaf Cd were the best predictors of bean Cd content. Notably, we found that both available soil Cd and soil organic carbon (SOC) content had negligible effects on bean Cd. However, soil pH and SOC decreased the degree of bioconcentration of total soil Cd in the bean Cd concentration. Thus, given the difficulty in remediating soil Cd enriched soils, our results suggest that Cd mitigation strategies targeting plant physiology-based approaches (e.g., breeding, rootstocks) have a higher probability of success than soil-based strategies (e.g., remediation).

Indexed as

BioaccumulationCacaoCadmiumDatabases, FactualHydrogen-Ion ConcentrationPlant LeavesSeedsSoilCadmiumSoil

Identifiers

PMID35108270
PMCPMC8809552
OpenAlexW4210372785

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.