Our recent Cover Art in Soft Matter



Our recent Cover Art in Soft Matter

I am not a worshiper of Large-N. Large-N worshipers refers to those  scientists who believe that scientific output is proportional to the number of published manuscripts, Hence their ambition is simply to publish as many papers as possible. As an experimental research group, we believe  experimental repeatability and robustness  are sacred cornerstones of research. In this yagna1 of research, we believe that our tapasya2 cannot be measured by the quantity of publications, but rather by the quality of our manuscripts. So, as 2017 draws to a close, let me tell you the story of our only peer-reviewed manuscript published this year.
Our research group works at the intersection of physical and biological sciences, and over the last few years we have concentrated significant research effort on a class of biophysical problems related to bacteria. As you may already be aware, bacteria represent one of the most ancient life forms on our planet. In 2011, we stumbled upon the phenomena of bacterial streamers - streamers are thin filamentous biofilms that tend to form a spider-web like structure in systems with sustained hydrodynamic flow. These streamers consist of bacterial cells encased in extra-cellular polymeric matrix (EPS). More information relating to this phenomenon can be found in my blog article (Bacterial Streamers). 

The thin thread-like streamers can be seen in the image above of the soil bacterium called Pseudomonas fluorescens, which appears green due to the production of Green Fluorescent Protein. The dark circles are micropillars and the flow direction of liquid is from top to bottom. Why are these streamers important? The unique thread like morphology of streamers allows streamers to use fluid flow to advantage in colonizing and spreading bacteria (exponentially) faster than normal. When streamers form in systems such as water filtration systems and biomedical devices they lead to rapid colonization and failure of the systems. In certain devices, such as dialysis machines, streamers have been shown to be the cause of recurrent infections in patients.
So, if this is a problem, it should be easy to stop … right? Well, no. When we first discovered streamers we had very little idea as to how they formed. The road-block to imaging these structures early in their inception stage was the fact that the EPS secreted by bacteria has the same refractive index as water, so in a liquid environment the threads were close to invisible. Thus, streamers could only be imaged after they formed. Moreover, we did not know whether the phenomenon was biological, or physical, or biophysical in origin.
In the absence of concrete data, I had to rely on my intuition. I surmised that it was the EPS matrix that was playing a key role in the formation of the streamer and that the entire phenomenon was actually dictated by driven by fluid mechanical stresses. Based on this hunch, I asked Mahtab Hassanpourfard (my PhD student) to extract the bacterial EPS. She began this work sometime in early 2014 and spent several months culturing bacteria to extract the EPS. After weeks of work, she would manage to extract only a few milliliters of EPS. We then tried pushing the EPS fluid first into our device and allowing it to wet the microfluidic channel before pushing in a bacterial suspension. We saw formation of a few streamers using this process, but the results were not repeatable and we could not arrive at any firm conclusion regarding the inception mechanism. After about a year of unsuccessful experimentation we abandoned this approach. Solving the bacteria streamer riddle was proving to be quite challenging. 
During the second-half of 2015, I decided to try a new approach. I asked Nandini Debnath (another PhD student) to use polyacrylamide (PAM) to make an EPS like fluid. PAM is a polymer molecule with a large molecular weight and when a small amount of PAM powder is mixed in water, it yields a colorless viscoelastic fluid much like our bacterial EPS. As surrogates for bacterial cells, we used polystyrene particles. We flowed particle laden PAM through a microfluidic channel and, bingo, we had artificial streamers forming in our device exactly like the biological counterparts. This was a huge breakthrough. Several research groups all over the world had been chasing this research question, and we were able to provide concrete data that the entire phenomenon is fluid mechanical in origin. The non-linearity in the system comes from the polymeric nature of the fluid. We were the first research group in the world to have shown that the biophysical phenomenon of streamers can be generalized to the physical domain. Our setup allowed us to perform several experiments that would have been almost impossible with bacterial cells. The idea  we started testing in 2014 culminated in our Soft Matter publication in 2017<sup>3</sup>.
Why I am especially proud of this manuscript: Science derives its strength from the fact that it is able to generalize results performed from myriad experiments into (often) universal or near universal ideas. Yet, as a scientist one does not observe such a generalization often. Our work showed that the phenomena of bacterial streamer formation can reach beyond the biophysical realm, into the realm of complex fluids. The fact that this generalization came from our lab and is the fruit of years of work is what makes me extremely happy. Nandini's manuscript was selected to be part of the Back Cover Art of Soft Matter (image below). The cover art shows a floc of nanoparticles, which have aggregated together due to the bridging effect of long-chained polymer molecules. The figure below is a false colored scanning electron microscopy (SEM) image, where भगवा (Saffron) depicts the particles, while हरा (Green) regions depict the polymer.
Finally, this article is aimed primarily at students interested in research. Remember, quality research cannot be rushed. It can be a slow and painstaking undertaking, but the resulting discoveries can be very sweet.  


References:
1. Yagna (यग्न) - Sanskrit word roughly meaning sacrifice. 
2. Tapasya (तपस्या) - Sanskrit word roughly meaning asceticism

3. N. Debnath, M. Hassanpourfard, R. Ghosh, J. Trivedi, T. Thundat, Mohtada Sadrzadeh,A. Kumar, “Abiotic streamers in a microfluidic system”, Soft Matter,13, 8698-8705 DOI: 10.1039/c7sm01771e, (2017) Web-Link



Disclaimer:  All posts should be treated as personal opinion of the author, unless explicitly stated otherwise. All material is copyright of Dr. Aloke Kumar, unless stated otherwise.

Conflict of Interest: There is no conflict of interest to declare. 

About the author: Dr. Aloke Kumar is currently an Assistant Professor at the Indian Institute of Science, Bangalore. Twitter handle: @aalokelab


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