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Student Patrick Griffin at the Geophysical Lab, circa 2008 |
In 2008, I
received a grant from the W. M. Keck Foundation that provided funding for a new
isotope system and the ability to measure the hydrogen isotopes of individual compounds. All of the papers published with hydrogen isotopes in single compounds
were focused on lipids (i.e. fats) or hydrocarbons from plants, microbes, and
sediments. I wanted to try my hand at measuring them in amino acids,
the building blocks of proteins. I wanted to know more about how hydrogen
isotopes in animal tissues related to geographic location and diet.
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Biochemical Pathways of Amino acid synthesis--complicated! |
I began this work with postdoc Seth
Newsome and a graduate student, Patrick Griffin. Patrick, now a student at
Indiana University, was training in Steelie’s lab as a microbiologist. Famous
for his outrageous, funny, off-color one-liners, Patrick has an interest in
astrobiology, broadly, and microbiology, specifically. He kept unusual work
hours, often working into the wee hours of the night at the lab bench,
harvesting microbes, setting up experiments, and reading scientific papers. I
didn’t necessarily approve of this behavior, but Patrick had glimmers of
brilliance that we hoped to nurture.
Although hydrogen
is one of the major elements in living organisms, it is not fully understood
how organisms incorporate hydrogen from their surroundings into the biochemical
compounds that comprise them. Living
systems derive their hydrogen from two primary sources--food and water---and a
full understanding of how hydrogen moves through an organism or an ecosystem
must consider studies of both sources.
To determine how hydrogen from water is incorporated into living matter,
Patrick cultured the common bacteria E. coli in nutrient broths
composed of waters of differing isotopic compositions. To determine the
influence of the dietary source on hydrogen, we designed experiments with a
glucose-based culture broth, as well as a one based on the protein digest,
tryptone. Together with Patrick and Seth Newsome, our experiments showed that
roughly 25-35% of the hydrogen in E. coli cells originated from the
water in which it is grown, but the remainder transfers directly from the diet
to cellular biomass (Fogel et al., 2016). It made sense that more hydrogen
originates from media water in E. coli grown on the glucose-based medium
than from organisms grown on tryptone, because the bacteria had to synthesize
more of its cellular biomass with just glucose as its “food”.
Our first set of measurements we made
with hydrogen in amino acids was in the single protein, tryptone, that we used
to feed the E. coli. We were
surprised to find that the hydrogen isotopes in the different amino acids varied
by a huge amount--nearly the entire natural range of hydrogen isotopic
compositions of living organisms on Earth. Amino acids extracted from our E.
coli cultures showed even more extreme variations with some amino acids
having identical isotopic compositions to those in tryptone and others being
enriched or depleted in the heavier isotope of hydrogen.
Our results from these simple
experiments with E. coli grown on tryptone provided the basis for
examining complex organisms, such as birds, mice, and fish. Tryptone is essentially food for the
microbes, and our data showed that the more complex branch-chained amino acids
(e.g., isoleucine, valine, and leucine) could be incorporated, or routed,
directly into cellular protein. Less than 10% of the hydrogen in these amino
acids was sourced from water. Mathematical models suggested that ~40-50% of the
hydrogen in one of the simplest amino acids, alanine, was sourced from media
water. We had discovered that by analyzing hydrogen isotope values in a suite
of amino acids, we could tell what an animal was eating as well as where its
drinking water came from.
We went on to measure the hydrogen
isotopes of amino acids in bird feathers. Using some of the Black-throated Blue
warbler samples measured previously, we found that there were similar patterns
of isotope discrimination among the hydrogen isotopes of individual amino acids
similar to those in the bacteria. Amino acid isotope values from feathers in warblers
from North Carolina showed that these birds lived in a more southern climate than
those amino acids in feathers from warblers collected in Ontario, Canada,
showing the influence of geographical location.
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Nathan Wolf mixing up fish diets |
Seth Newsome, then at the University of
Wyoming, and his grad student Nathan Wolf carried out a defined diet experiment
in which tilapia fish (Oreochromis niloticus) were grown in tanks where
the hydrogen isotopes of environmental water and the isotopes of each of the
major diet macromolecules of carbohydrates, proteins, and fats was known. We
had nine experimental tanks: 3 different isotopically-flavored diets, each
tested with three different isotopically labeled waters. About 25% of the
hydrogen in fish tissues originated from water. Of the remainder, 34-44% came
from dietary protein, 25-30% from carbohydrates, and <1% from lipids (Newsome
et al., 2017).
The individual amino acid data was more
complicated. Interpreting the hydrogen isotope composition of individual amino
acids required us to measure the carbon isotope composition of the amino acids
as well to tease apart our data. Since corn is a C4 plant, and the casein was derived from C3-based milk protein, we could use the carbon isotope values to roughly
estimate which proportion of the fish’s amino acids came from C4
plants and which from C3 based casein. We anticipated that the simplest
amino acids would show the strongest relationship to the isotopic composition
of the water in the tank. Based on carbon incorporation proportions we expected
the more complicated amino acids, including those essential for the fish, to be
more influenced by the hydrogen isotopes of food rather than water.
The
hydrogen isotopes of the tank water significantly influenced only alanine, glycine,
and serine—three simple amino acids-- for all of the nine experimental tanks.
The remainder of the amino acids had little to no isotope relationship between
water and the amino acid. We then linked the carbon isotope data with the
hydrogen isotope data to understand and possibly tease out the source of
hydrogen to all of the amino acids. What is striking about our results is the
fact that very few of the amino acids in the tilapia came from only one dietary
carbon or hydrogen source. Interestingly, the origin of essential amino acids
was as variable as the non-essential amino acids. Microbial synthesis in the
gut must have been a critical component supporting protein synthesis in the
fish.
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Tilapia experimental tanks |
Publishing
this data has been put on hold, because pretty much all of our results point to
a greater complexity than we’d originally thought. Seth’s undergraduate student
Mariel Curras did another experiment, this time changing the amount of protein
in the experimental animal’s diet. He grew some mice, and my student Bobby
Nakamoto analyzed the isotopes in the amino acids. We’ve submitted a nice paper
explaining the very basics and hopefully, when that manuscript is accepted, it
will open up the floodgates for all of the data we’re been collecting for the
past 6 years! Scientific research often begins with a simple premise or
hypothesis but more often than not, the results lead you in a different,
unanticipated direction. In my career, my best work has followed this pathway.
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