Top 10 Flow Cytometry Resources

I’ve been in the world of flow cytometry and cell sorting for a very long time. Now, don’t worry, this isn’t going to be some lament about the “good old days.” Well, maybe just a little. But there will be helpful takeaways, I promise.

I was trained by the incredible staff in the core facility at the University of Arizona. When I moved to UC Davis and proceeded to start up a core facility, there were very few resources to guide me. No Google communities and LinkedIn groups. Email was new, there was the Purdue Cytometry List, but that was about it. 

You certainly couldn’t get a degree in flow, and other than the annual course that alternates between Bowdoin and now Albuquerque, there were very few courses in flow. Even the publications were few. For example, I made the following simple graph of publications mentioning flow cytometry by year:

Screen Shot 2014-08-10 at 10.49.37 AM

There is now more than a log increase in publications than when I started in the field. Still, when I teach, I hear questions like “How can I convince my users to set minimum baseline voltages, or use compensation controls?”

The problem remains the same. In too many labs, flow cytometry is still taught by one user training another, not based on the vast library of excellent publications. There are now a tremendous number of outstanding flow papers, and flow courses, so I’ve picked my list of favorite resources here. I’m no David Letterman, but here are my top 10 favorite flow books and articles, in no particular order.

1.Practical Flow Cytometry

Howard Shapiro

Every lab should have a copy of this book. I will be honest, Howard, if you’re reading this, I have never read it cover to cover. I have tried, but it’s so unbelievably packed with information, I can’t handle reading it chapter by chapter. Instead, I use it when I have specific questions, especially about the workings of a cytometer, and I find it fascinating. It’s humorous, it’s amazingly insightful, and it contains some of the best explanations of difficult concepts of flow in layman’s terms. It is a definite must-have. When I was a core manager, I recommended the prologue to all my users.

2. International Society for the Advancement of Cytometry Cell Sorter Biosafety Standards

Kevin L. Holmes, Benjamin Fontes, Philip Hogarth, Richard Konz, Simon Monard, Charles H. Pletcher Jr., Robert B. Wadley, Ingrid Schmid, Stephen P. Perfetto  

Everything you need to know about the biohazard issues of cell sorting.  This resource contains clear explanations on how to test your sorter, how to protect the operator, how to classify the biohazards, and more.  If you do any sorting, you must have this resource.

3. Current Protocols in Flow Cytometry

Wiley Publishing

Everything you need to know, by the people doing the work. It’s a must have for anyone doing flow and sorting. Several of the resources here are part of this work.

4. Practical Issues in High-Speed Cell Sorting

Arnold LW, Lannigan J., Current Protocols in Cytometry 1.24.1-1.24.30, January 2010

A fantastic resource for understanding sort modes, efficiency, and many other aspects of high-speed sorting.

5. Interpreting Flow Cytometry Data: A Guide for the Perplexed

Leonore A Herzenberg, James Tung, Wayne A Moore, Leonard A Herzenberg & David R Parks, Nature Immunology Volume 7, Number 7, July 2006

We’ve all been perplexed by flow data. This is an excellent resource from the Herzenberg group, who trained some of the world’s best experts. Len Herzenberg received the Kyoto prize for his work in flow cytometry in 2006. This paper is an unrivaled source for understanding the collection and presentation of flow data.

6. Modern Flow Cytometry: A Practical Approach

James W. Tung, Kartoosh Heydari, Rabin Tirouvanziam, Bita Sahaf, David R. Parks, Leonard A. Herzenberg, and Leonore A. Herzenberg

Just as the title suggests, this article is a practical walk-through of the evaluation of CD4+ T-Cells in HIV disease that explains some of the issues regarding compensation, data collection, scaling, gating, and data analysis.

7. Flow Cytometry: An Introduction

Givan, AL, Methods Mol Biol. 2011;699:1-29

Alice has a gift for explaining the technology in clear and concise terms without oversimplifying.

8. Separation Index: An Easy-to-Use Metric for Evaluation of Different Configurations on the Same Flow Cytometer

Bigos, M, Current Protocols in Cytometry (2007) 1.21.1-1.21.6

This index is often used for comparing fluorochrome brightness and determining voltage settings.  It’s used widely in our field, here’s what it means.

9. Quality Assurance for Polychromatic Flow Cytometry Using a Suite of Calibration Beads

Perfetto SP1, Ambrozak D, Nguyen R, Chattopadhyay PK, Roederer M. Nat Protoc. 2012 Dec;7(12):2067-79.

If you asked me ten years ago what I would be spending most of my time doing, this is a good explanation. Quality assurance is extremely important, often misunderstood, and not difficult to implement in your lab.

10. Standardization, Calibration, and Control in Flow Cytometry

Hoffman RA, Curr Protoc Cytom. 2005 May;Chapter 1:Unit 1.3

You might not find this on everyone’s top 10 list, but in order to get an understanding of why these concepts are so critically important, I find it useful.

So, these are a few of my favorite flow resources. What are your favorites?

Join Expert Cytometry's Mastery Class

ABOUT TIM BUSHNELL, PHD

Tim Bushnell holds a PhD in Biology from the Rensselaer Polytechnic Institute. He is a co-founder of—and didactic mind behind—ExCyte, the world’s leading flow cytometry training company, which organization boasts a veritable library of in-the-lab resources on sequencing, microscopy, and related topics in the life sciences.

Tim Bushnell, PhD

Similar Articles

The Power Of Spectral Viewers And Their Use In Full Spectrum Flow Cytometry

The Power Of Spectral Viewers And Their Use In Full Spectrum Flow Cytometry

By: Tim Bushnell, PhD

What photon from yonder fluorochrome breaks?  It is … umm… hmmm. Let me see. Excitation off a 561 nm laser, with an emission maximum of 692 nm. I’m sure if Shakespeare was a flow cytometrist, he might have written that very scene. But the play is lost in time. However, since the protagonist had difficulty determining what fluorochrome was emitting photons, let’s consider how this could be figured out. In my opinion, one of the handiest flow cytometry tools is the spectral viewer. This tool helps visualize the excitation and emission profile of different fluorochromes, as well as allowing you…

Fickle Markers: Solutions For Antibody Binding Specificity Challenges

Fickle Markers: Solutions For Antibody Binding Specificity Challenges

By: Tim Bushnell, PhD

Reproducibility has been an ongoing, and important, concept in the sciences for years.  In the area of biomedical research, the alarm was sounded by several papers published in the early 2010’s.  Authors like Begley and Ellis, Prinz and coworkers, and Vasilevsky and colleagues, among others reported an alarming trend in the reproducibility of pre-clinical data.  These reports indicated between 50% to almost 90% of published pre-clinical data were not reproducible.  This was further highlighted in the article by Freedman and coworkers, who tried to identify and quantify the different sources of error that could be causing this crisis.  Figure 1,…

5 Common Flow Cytometry Questions, Answered

5 Common Flow Cytometry Questions, Answered

By: Tim Bushnell, PhD

I want to thank all of you who send us your questions about flow cytometry, so I thought I would dip into the old email bag and answer a few of the common ones here.  If your question isn’t answered this time, look for it to be answered in a future blog post.  Of course, if you want us to cover a specific topic, drop us a line.  1. How Fast Can I Go? This is  a common question. The allure of the ‘hi’ button is hard to resist.  The faster you go, the sooner you are finished with data…

Combining Flow Cytometry With Plant Science, Microorganisms, And The Environment

Combining Flow Cytometry With Plant Science, Microorganisms, And The Environment

By: Tim Bushnell, PhD

My first introduction to flow cytometry was talking to a professor who’d brought one on a research cruise to study phytoplankton. It was only later that I was introduced to the marvelous world that’s been my career for over 20 years.   In that time, I’ve had the opportunity to work with researchers in many different areas, exposing me to a wide variety of cell types and more important assays. What continues to amaze me is the number of different parameters we can measure, not just the number of fluorochromes, but the information we can extract from samples – animal, vegetable…

Common Numbers-Based Questions I Get As A Flow Cytometry Core Manager And How To Answer Them

Common Numbers-Based Questions I Get As A Flow Cytometry Core Manager And How To Answer Them

By: Tim Bushnell, PhD

Numbers are all around us.  My personal favorite is ≅1.618 aka ɸ aka ‘the golden ratio’.  It’s found throughout history, where it has influenced architects and artists. We see it in nature, in plants, and it is used in movies to frame shots. It can be approximated by the Fibonacci sequence (another math favorite of mine). However, I have not worked out how to apply this to flow cytometry.  That doesn’t mean numbers aren’t important in flow cytometry. They are central to everything we do, and in this blog, I’m going to flit around numbers-based questions that I have received…

3 Must-Have High-Dimensional Flow Cytometry Controls

3 Must-Have High-Dimensional Flow Cytometry Controls

By: Tim Bushnell, PhD

Developments such as the recent upgrade to the Cytobank analysis platform and the creation of new packages such as Immunocluster are reducing the computational expertise needed to work with high-dimensional flow cytometry datasets. Whether you are a researcher in academia, industry, or government, you may want to take advantage of the reduced barrier to entry to apply high-dimensional flow cytometry in your work. However, you’ll need the right experimental design to access the new transformative insights available through these approaches and avoid wasting the considerable time and money required for performing them. As with all experiments, a good design begins…

The Fluorochrome Less Excited: How To Build A Flow Cytometry Antibody Panel

The Fluorochrome Less Excited: How To Build A Flow Cytometry Antibody Panel

By: Tim Bushnell, PhD

Fluorochrome, antibodies and detectors are important. The journey of a thousand cells starts with a good fluorescent panel. The polychromatic panel is the combination of antibodies and fluorochromes. These will be used during the experiment to answer the biological question of interest. When you only need a few targets, the creation of the panel is relatively straightforward. It’s only when you start to get into more complex panels with multiple fluorochromes that overlap in excitation and emission gets more interesting.  FLUOROCHROMES Both full spectrum and traditional fluorescent flow cytometry rely on measuring the emission of the fluorochromes that are attached…

Flow Cytometry Year in Review: Key Changes To Know

Flow Cytometry Year in Review: Key Changes To Know

By: Meerambika Mishra

Here we are, at the end of an eventful year 2021. But with the promise of a new year 2022 to come. It has been a long year, filled with ups and downs. It is always good to reflect on the past year as we move to the future.  In Memoriam Sir Isaac Newton wrote “If I have seen further, it is by standing upon the shoulders of giants.” In the past year, we have lost some giants of our field including Zbigniew Darzynkiwicz, who contributed much in the areas of cell cycle analysis and apoptosis. Howard Shapiro, known for…

What Star Trek Taught Me About Flow Cytometry

What Star Trek Taught Me About Flow Cytometry

By: Tim Bushnell, PhD

It is no secret that I am a very big fan of the Star Trek franchise. There are many good episodes and lessons explored in the 813+ episodes, 12 movies (and counting). Don’t worry, this blog is not going to review all 813, or even 5 of them. Instead, some of the lessons I have taken away from the show that have applicability to science and flow cytometry.  “Darmok and Jalad at Tanagra.”  (ST:TNG season 5, episode 2) This is probably one of my favorite episodes, which involves Picard and an alien trying to establish a common ground and learn…

Top Industry Career eBooks

Get the Advanced Microscopy eBook

Get the Advanced Microscopy eBook

Heather Brown-Harding, PhD

Learn the best practices and advanced techniques across the diverse fields of microscopy, including instrumentation, experimental setup, image analysis, figure preparation, and more.

Get The Free Modern Flow Cytometry eBook

Get The Free Modern Flow Cytometry eBook

Tim Bushnell, PhD

Learn the best practices of flow cytometry experimentation, data analysis, figure preparation, antibody panel design, instrumentation and more.

Get The Free 4-10 Compensation eBook

Get The Free 4-10 Compensation eBook

Tim Bushnell, PhD

Advanced 4-10 Color Compensation, Learn strategies for designing advanced antibody compensation panels and how to use your compensation matrix to analyze your experimental data.