Causal inference · Module 5: Soil to plate

The chain from soil to health

Have the minerals in crops declined, and why?

5.1 · 4 min 11 s · published

Some evidence says so, but each link needs its own. US food tables for 43 garden crops showed apparent falls between 1950 and 1999. In the Broadbalk archive, grain zinc, iron, copper and magnesium held steady until the mid-1960s, then fell as high-yielding varieties arrived, while the soil’s levels did not: pointing to variety and yield, the dilution effect.

Key points

  • From soil to health there are seven links, and a strong result at one says little about the next.
  • The dilution effect: when a plant grows more mass, faster, its minerals can be spread more thinly.
  • The archive evidence for wheat is strong because the same field and its soil were sampled throughout.
  • Old food tables on their own are weak evidence: varieties, places, laboratories and methods all changed.

Chapters

  1. 0:00 Recap: the same fingerprint
  2. 0:22 Seven links
  3. 1:10 Thinner vegetables?
  4. 1:57 The archive in the wheat field
  5. 2:39 How big is the decline?

Key terms

Dilution effect
When a plant grows more mass, faster, the minerals it takes up can be spread more thinly through it. Breeding for bigger yields is the leading explanation for some declines in crop minerals: in the Broadbalk archive, grain minerals fell after high-yielding varieties arrived while the soil’s levels did not.
Confounder
Something that affects both a decision and its outcome, so a comparison mixes the treatment’s effect with its own. At a feedlot, the risk a vet sees on arrival drives both which groups get antibiotics and which animals die. When the confounder is the very reason for treating, it is called confounding by indication.

Transcript

Module 4's last quick check: a chain and a fork leave the same fingerprint in the data. The outer two move together, and holding the middle fixed separates them, so the data alone can't say which way the arrows run. This series began with a promise: to follow causes from the field to the plate.

Here is the whole chain. Soil holds minerals, and a plant takes some of them up. The crop's composition depends on its variety, the weather and how it's farmed. Storage, milling and cooking change it again. What people eat depends on price, habit and choice; how much they absorb depends on the rest of the meal and their own bodies. Only then comes health.

Seven links. A claim like "this farming practice makes people healthier" rests on all of them. Each link needs its own evidence, and a strong result at one link says little about the next. In 2004, Donald Davis and colleagues compared US Department of Agriculture food tables for 43 garden crops from 1950 and 1999. Several nutrients appeared to have fallen, including protein, calcium, iron, riboflavin and vitamin C.

Their leading explanation wasn't tired soil. It was the crops themselves: decades of breeding for bigger yields. That idea has a name: the dilution effect. When a plant grows more mass, faster, the minerals it takes up can be spread more thinly through it. Agronomists had described it long before; a well-known review appeared in 1981.

Remember Broadbalk, the Rothamsted wheat field from Module 1? Its grain and soil samples have been kept since the 1840s. In 2008, a team led by Ming-Sheng Fan measured minerals in that archive. Zinc, iron, copper and magnesium in the grain held steady until the mid-1960s, then fell, around the time short-strawed, high-yielding varieties arrived. The soil's levels had not fallen.

On a map, that points to variety and yield, not depleted soil, as the main route. Not everyone agrees how big the decline is. In 2017, Robin Marles argued that many apparent historical declines owe a lot to how foods were sampled and measured: different varieties, places, laboratories and methods across the decades.

That's a measurement problem and a confounding problem at once. The era changes the variety, the soil management and the laboratory at the same time, so a fall in the numbers can't be pinned on any one of them. So the honest summary is this. Modern high-yielding varieties can carry lower mineral concentrations. The archive evidence for wheat is strong, because the same field and its soil were sampled throughout. And old food tables, on their own, are weak evidence. Next: cases where farming deliberately changed what people eat, and it worked.

Questions

What is the dilution effect in crops?

When a plant grows more mass, faster, the minerals it takes up can be spread more thinly through it. Breeding for bigger yields is the leading explanation for some apparent declines in crop nutrients. Agronomists described the effect long before the recent debate; a well-known review appeared in 1981.

Why are old food composition tables weak evidence?

Tables from different decades differ in variety, place, laboratory and method all at once. In 2017 Robin Marles argued that many apparent historical declines owe a lot to how foods were sampled and measured. Because the era changes everything together, a fall in the numbers can’t be pinned on any one cause.

Sources

  1. Davis, D.R., Epp, M.D. and Riordan, H.D. (2004). Changes in USDA food composition data for 43 garden crops, 1950 to 1999. Journal of the American College of Nutrition, 23(6), 669–682. doi:10.1080/07315724.2004.10719409
  2. Jarrell, W.M. and Beverly, R.B. (1981). The dilution effect in plant nutrition studies. Advances in Agronomy, pp. 197–224. doi:10.1016/S0065-2113(08)60887-1
  3. Macdonald, A.J. (ed.) (2018). Guide to the classical and other long-term experiments, datasets and sample archive. Harpenden: Rothamsted Research. www.rothamsted.ac.uk/sites/default/files/national-capability/long-term-experiments/Web_LTE%20Guidebook_2019%20Final2.pdf
  4. Fan, M.-S., Zhao, F.-J., Fairweather-Tait, S.J. et al. (2008). Evidence of decreasing mineral density in wheat grain over the last 160 years. Journal of Trace Elements in Medicine and Biology, 22(4), 315–324. doi:10.1016/j.jtemb.2008.07.002
  5. Marles, R.J. (2017). Mineral nutrient composition of vegetables, fruits and grains: the context of reports of apparent historical declines. Journal of Food Composition and Analysis, 56, 93–103. doi:10.1016/j.jfca.2016.11.012

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