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Much more than average, single-cell analysis reveals heterogeneity in metal adsorption

March 22, 2022
University of Tsukuba
A research team has reported an in-depth analysis of precious metal adsorption onto Galdieria sulphuraria algae. The combination of X-ray absorption fine structure spectroscopy and single-cell inductively coupled plasma mass spectrometry allowed the cell population behavior to be related to chemical interactions that occurred between the metals and the cell surface. The insight is expected to contribute to the development of environmentally friendly cell-derived approaches for metal recycling and wastewater treatment.

Biosorption is the removal of contaminants from a sample by adsorbing them onto the surface of a biological material. It is expected to provide environmental and economic benefits compared with conventional separation techniques. A team of scientists including a researcher from the University of Tsukuba has analyzed the interaction of Galdieria sulphuraria algae with precious metals to better understand the biosorption process. Their findings are published in Journal of Hazardous Materials.

Precious metals -- including gold, platinum, and palladium -- have been detected in the environment at trace levels and the associated health and ecological risks are not well understood. Removing these metals using standard approaches can be challenging because other contaminant elements with generally higher concentrations -- iron and copper, for example -- provide competition.

Biosorption is a potential alternative that could also present financial benefits through recycling of the expensive elements. Understanding and optimizing the biosorption of precious metals is therefore an important research area.

Massive datasets that consider both the sorption efficiency and capacity of the biomaterials have been accumulated. However, so far, the findings have been averaged over the entire cell population and it has not been possible to assess adsorption at the single-cell level.

Now, the team has combined X-ray absorption fine structure (XAFS) spectroscopy -- which has been used to analyze the way metals adsorb onto cells -- with single-cell inductively couple plasma mass spectrometry (scICP-MS) to provide the link between the behavior of the cell population and the nature of the interactions between the metals and the cells at the cell surface.

"Combining XAFS and scICP-MS, and using low metal concentrations, meant that we could get a really close look at the specific interactions taking place at the cell surface," explains lead author Professor Ayumi Minoda. "We found that the amount of metal adsorbed depended on the metal in question and the acidity of the solution."

In low acidity conditions gold, platinum, and palladium all adsorbed to the cells. The gold was found to interact with sulfur containing groups at the cell surface, whereas platinum and palladium interacted with both sulfur and nitrogen containing groups.

Interestingly, at high acidity, only gold and palladium adsorbed onto the cells and only through interaction with sulfur. The distribution pattern of the palladium-adsorbing cells -- both the number of cells that adsorbed palladium and the amount of palladium adsorbed -- changed drastically. This is the first report to link such interactions to changes in the behavior of the cell population and clearly demonstrates a differential adsorption mechanism under different environmental conditions.

"The insight achieved is expected to contribute to future engineering of cell surfaces to provide enhanced metal adsorption," says Professor Minoda. "Optimizing the performance of biologically-derived precious metal adsorbents is expected to significantly improve the environmental sustainability of metal recycling and remediation."

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Materials provided by University of Tsukuba. Note: Content may be edited for style and length.

Journal Reference:

  1. Ayumi Minoda, Shin-ichi Miyashita, Shin-ichiro Fujii, Kazumi Inagaki, Yoshio Takahashi. Cell population behavior of the unicellular red alga Galdieria sulphuraria during precious metal biosorption. Journal of Hazardous Materials, 2022; 432: 128576 DOI: 10.1016/j.jhazmat.2022.128576

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University of Tsukuba. "Much more than average, single-cell analysis reveals heterogeneity in metal adsorption." ScienceDaily. ScienceDaily, 22 March 2022. <>.
University of Tsukuba. (2022, March 22). Much more than average, single-cell analysis reveals heterogeneity in metal adsorption. ScienceDaily. Retrieved April 13, 2024 from
University of Tsukuba. "Much more than average, single-cell analysis reveals heterogeneity in metal adsorption." ScienceDaily. (accessed April 13, 2024).

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