Category Archives: Gene expression

Separating cells is hard

I write this entry to accompany my short talk at Woodstock.bio meeting ( #physiologicalirrelevantconference ) .

A few years ago we published a paper in PNAS in which we showed that full-length mRNAs transfer between mammalian cells via a unique type of structure called membrane nanotubes, or tunneling nanotubes (TNTs). This work was started at Rob Singer’s lab, continued at the Gerst lab and in collaboration with Arjun Raj.

I wrote a “behind the scenes” post, detailing how that paper came to be, and some of the problems I had along the way.

I next published a method paper, which also included some new information – in particular that the transferred mRNA is encapsulated in an unknown protein shell. I wrote a “behind the paper” post at the Springer Nature blogs. There, I told about all the problems I had just because a simple change of the cell fixation conditions of my FISH protocol.

The problem is depicted on the right side of my Woodstock.bio slide:

Gal_Haimovich

Very briefly – because the regular FISH protocol leads to TNTs breakage and loss, I decided to increase TNTs stability by adding glutaraldehyde to the fixation buffer. This led to a four-fold increase in TNT preservation. But the transferred mRNA disappeared! It took me a very long time to figure out what’s going on there and partially solve this – at the expense of TNTs’ stability again.  I still have hopes to find a fixative that will preserve the TNTs without affecting the FISH quality.

The left side of the slide depicts our grad student’s greatest achievement – something we’ve been trying to get at over the past six (6!) years. The idea is very simple – co-culture human and mouse cells. After some time, separate then to pure human or mouse cell populations and send for RNA-seq. This should reveal the entire transferome – which human mRNAs are found in the mouse cells and vice versa. As a control, we have a mix of human & mouse cells which were cultured separately, mixed and immediately separated in parallel to the co-culture.

The issue is that we need very high purity. This is because we estimated the amount of transferred mRNA as 1% or less of the endogenous. So if we have 1% donor cell contamination, it will obscure the transferred mRNAs.

For about 2-3 years, I tried to separate the cells with flow cytometry, using various labeling strategies and conditions. But I never managed to get a clear signal of our positive control (MS2-labeled mouse beta-actin mRNA) in co-culture over mix. Then Sandipan Dasgupta joined our lab and instead of FACS sorting, he used affinity purification with magnetic beads to sort the cells. It seemed to be going fairly well. So much so that we also designed an in vivo experiment in mice. We then sent our samples to sequencing only to find out that the sequencing facility had made some mistakes, or there was another problem and all our samples were either contaminated with mouse RNA, or just mixed somehow. That facility closed (we were last in queue ) so there was no way to solve it. But, we also learnt that we probably would not have had enough coverage anyway.

So, Sandi repeated the (in vitro) experiment in order to collect new samples for RNA seq – but we noticed, based on more quality control experiments we did, that the separation was not good enough for us. Although the mouse cells were very pure (99.9%), the human cells always had a small level of mouse cells (98.5% purity of the human cells). Since our expected signal is about 1-2% of the mRNAs being transferred, we could barely see a signal in co-culture compared to mix (1.3-fold).

So, Sandi worked really hard, playing with the conditions until he solved it, and got consistent 99.9% purity of the human cells – just a few months ago. The qRT-PCR result in the slide shows 4-5 fold more human beta-actin mRNA in mouse cells in co-culture compared to mix (we have similar results for the mouse beta-actin mRNA in human cells). The samples were shipped for deep RNA seq (150 million reads per sample) and we are waiting for the results.

We also have more experiments going on – but these stories are for another time.

Maybe we should open a falafel stand” is an actual text from Jeff when we discussed one Saturday evening on Whatsapp about all the problems we encounter in our experiments.

 

 

Sugar-coated RNA

A new pre-print from Caroline Bertozzi’s lab shows that some RNA molecules are glycosylated. At least some of these glyco-RNA molecules might reside inside the ER lumen.

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RNA meeting 2019 – Part 1

The RNA society meeting is big. With over 150 talks and almost 700 posters, there’s a lot of new stuff to learn. This was my first RNA society meeting and I decided from the beginning to take it easy. That is why I did not live tweet like I usually do.

Instead, I thought of writing a summery blog post.

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Local translation of ribosomal proteins in axons

A recent bioRxiv pre-print publication from Christine Holt’s lab suggests that ribosomes may be remodeled in axons by locally translated ribosomal proteins. This is surprising because we know that ribosomes are assembled in the nucleolus. Well, I have some concerns about a few of the experiments depicted there.

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Quantum dots for smFISH

Single molecule FISH is currently the best method to get accurate measurements of mRNA levels at single molecule, single cell level in cell culture or tissue slices with a spatial resolution of ~200 nanometer (or less). One of the drawbacks of this method is the deterioration of the fluorescent signal (bleaching) of the organic dyes that are used to label the probes. Andrew Smith’s lab from University of Illinois now show how FISH can work with quantum dots instead of organic dyes. This provides better fluorophore stability and also the possibility to have more colors with less overlap of the emission spectra.

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Re-Evaluating the Spherical-Nucleic-Acid (SmartFlare) Technology

I co-authored a Correspondence pre-print article that puts into question the Smartflare technology. SmartFlares (the commercial name of NanoFlares) are gold nanoparticles covered in  oligos specific to a certain mRNA of interest (aka spherical nucleic acids). Supposedly, cells internalize these particles and, once the mRNA hybridize to the oligo, a complementary fluorecently labeled oligo is being unquenched and “flares”, indicating the presence of said mRNA. In this post I want to briefly mention the main topics of our pre-print, and expand on some points. I encourage readers to comment here or on Pubpeer on our article.

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A molecular ribosome counting mechanism – where’s the data?

A recent paper in Nature from the lab of Pavel Baranov and collaborators suggests a new type of mechanism of translation regulation. However, After discussing this paper in a journal club today – I’m not convinced about their model. Continue reading