Close

Parallel CRISPR-Cas9 screens clarify impacts of p53 on screen performance

Anne Ramsay Bowden, David A. Morales Juarez, Matylda Sczaniecka-Clift, Maria Martin Agudo, Natalia Lukashchuk, John C. Thomas, Stephen P. Jackson

Posted on: 27 April 2020

Preprint posted on 20 February 2020

Article now published in eLife at http://dx.doi.org/10.7554/eLife.55325

CRISPR-Cas9 screens and catch p53

Selected by Mila Basic

Categories: biochemistry, cell biology

 

Background

CRISPR-Cas9 has completely transformed the field of high-throughput genetic screens. The vastly reprogrammable, modular, and easily scalable nature of CRISPR-Cas9 design triumphed over other genome editing tools, or RNAi-based gene silencing methods [1], [2]. As such, CRISPR-Cas9 genetic screens are increasingly implemented as a basic method in many labs. Recently, a study by Haapaniemi et al. raised a concern connected to the Cas9 mechanism of action, and if it negatively impacts the results of the screens it is used for [3]. Specifically, to efficiently edit the DNA, Cas9 induces a double stranded break (DSB) [4]. DSBs are great threats to genetic stability, and cells have developed multiple pathways to minimize their impact. Namely, DSBs have been shown to induce p53-mediated cell cycle arrest [5], [6], or p53-mediated apoptosis [7], [8]. The obvious question arose – what is the impact of p53 on CRISPR-Cas9 genetic screen performance? How do protective properties of p53 in edited cells potentially impair their proliferation or viability, hence, reliability of screen results?

 

Key Findings

In order to determine the effect of p53 on CRISPR-Cas9 genetic screens, the authors carried out two parallel screens, one in wild type (WT), and one in p53 knockout (KO) retinal pigment epithelial cells. The custom-made library included guides targeting 852 DNA damage response genes, 112 olfactory receptor genes (serve as non-essential gene control), and 14 sequence-scrambled negative controls. Upon performing the screen, they established that the depletion of core essential genes (defined by [9]) was clearly detectable in both p53 WT and p53 KO background, although the p53 KO screen slightly outperformed the WT screen. Interestingly, while log fold changes were not significantly different for non-essential genes, for essential genes they were indeed significantly lower in p53 KO compared to WT screen. This could unexpectedly be attributed to p53-mediated proliferation defect leading to an attenuated gene depletion impact, hence, narrower guide distribution. In addition, they detect differences for guides targeting p53 itself, and positive or negative regulators of p53 between the genetic backgrounds. In spite of confirming p53 effect on screen performance, the authors discuss that reliable data can nonetheless be obtained from p53 WT cells. This is further strengthened by comparative analysis of 5 other screens from p53 WT cells, including aforementioned Haapaniemi et al. Similarly to what Brown et al. from University of Toronto [10] found as well – p53 matters, but does not necessarily impair CRISPR-Cas9 genetic screening.

 

What I like about this preprint

This preprint caught my attention because the question of p53 impact on CRISPR-Cas9 screens was regularly raised in discussions at my institute. Despite being outside of the field, I chose to highlight it because I really liked the authors’ systematic approach to answering the question of p53 impact on CRISPR-Cas9 screens. In addition to dissecting multiple aspects of how exactly p53 negatively effects screen results, they nicely demonstrate how this can be compensated for, and minimized. It serves as an excellent rule of thumb for optimal screen design in p53 WT cells.

 

Open questions

What would be the key consideration when designing a screen where the library size is significantly bigger than a thousand genes? If guide representation has to be compromised due to library size, is it still reasonable to use p53 WT cells?

Why is p53-mediated response to Cas9-induced DSBs not more prominent when it comes to non-essential genes, as compared to essential genes?

What is the contribution of dual guide design compared to a single guide system to the response between the genetic backgrounds? Did an increased number of DSB per cells affect the screen outcome in p53 WT cells?

How do these findings apply to cells where p53 is mutated, like some cancer cell lines? Can reliable screens be performed in them? What are some aspects that need to be taken into consideration?

 

References

[1]  D. Carroll, “Genome Engineering with Targetable Nucleases,” Annu. Rev. Biochem., vol. 83, no. 1, pp. 409–439, Jun. 2014.

[2]  M. Boettcher and M. T. McManus, “Choosing the Right Tool for the Job: RNAi, TALEN, or CRISPR,” Mol. Cell, vol. 58, no. 4, pp. 575–585, 2015.

[3]  E. Haapaniemi, S. Botla, J. Persson, B. Schmierer, and J. Taipale, “CRISPR–Cas9 genome editing induces a p53-mediated DNA damage response,” Nat. Med., vol. 24, no. 7, pp. 927–930, 2018.

[4]  M. Jinek, K. Chylinski, I. Fonfara, M. Hauer, J. A. Doudna, and E. Charpentier, “A Programmable Dual-RNA–Guided DNA Endonuclease in Adaptive Bacterial Immunity,” Science (80-. )., vol. 337, no. 6096, pp. 816 LP – 821, Aug. 2012.

[5]  A. Di Leonardo, S. P. Linke, K. Clarkin, and G. M. Wahl, “DNA damage triggers a prolonged p53-dependent G1 arrest and long-term induction of Cip1 in normal human fibroblasts.,” Genes Dev. , vol. 8, no. 21, pp. 2540–2551, Nov. 1994.

[6]  S. P. Linke, K. C. Clarkin, A. Di Leonardo, A. Tsou, and G. M. Wahl, “A reversible, p53-dependent G0/G1 cell cycle arrest induced by ribonucleotide depletion in the absence of detectable DNA damage.,” Genes Dev. , vol. 10, no. 8, pp. 934–947, Apr. 1996.

[7]  N. D. Lakin and S. P. Jackson, “Regulation of p53 in response to DNA damage,” Oncogene, vol. 18, no. 53, pp. 7644–7655, 1999.

[8]  A. R. Clarke et al., “Thymocyte apoptosis induced by p53-dependent and independent pathways,” Nature, vol. 362, no. 6423, pp. 849–852, 1993.

[9]  T. Hart et al., “Evaluation and Design of Genome-Wide CRISPR/SpCas9 Knockout Screens,” G3 Genes|Genomes|Genetics, vol. 7, no. 8, pp. 2719 LP –2727, Aug. 2017.

[10]  K. R. Brown, B. Mair, M. Soste, and J. Moffat, “CRISPR screens are feasible in TP53 wild-type cells,” Mol. Syst. Biol., vol. 15, no. 8, p. e8679, Aug. 2019.

Tags: crispr-cas9, genetic screens, p53

doi: https://doi.org/10.1242/prelights.19433

Read preprint (No Ratings Yet)

Author's response

John C. Thomas and Stephen P. Jackson shared

What would be the key consideration when designing a screen where the library size is significantly bigger than a thousand genes? If guide representation has to be compromised due to library size, is it still reasonable to use p53 WT cells?

If guide representation is compromised, then using p53 WT cells would exacerbate the problem and therefore we’d recommend the researcher to consider whether using p53 WT cells is absolutely required, and if so to increase the number of infected cells if possible.

Why is p53-mediated response to Cas9-induced DSBs not more prominent when it comes to non-essential genes, as compared to essential genes?

The strength of the log fold change observed is dependent on the relative essentiality of the gene, compared to the rest of the genes covered by the library. So, for example, if all the genes targeted by a CRISPR library halved the growth rate of cells when knocked out, then you would find that all guides resulted in a final log fold change of around zero, as all the cells were equally affected. We believe that WT p53 impacts the growth of all cells in a CRISPR screen by responding to DNA double-stranded breaks, reducing the observable additional effect caused by knocking out specific genes. This difference is more visible in essential genes because they have a greater differential effect on cells’ growth.

What is the contribution of dual guide design compared to a single guide system to the response between the genetic backgrounds? Did an increased number of DSB per cells affect the screen outcome in p53 WT cells?

We speculate that because the dual guide system should generate twice the number of DNA double-strand breaks per cell compared to a single-guide system, it will be even more sensitive to p53 status than single-guide approaches. This would be an interesting avenue for further exploration.

How do these findings apply to cells where p53 is mutated, like some cancer cell lines? Can reliable screens be performed in them? What are some aspects that need to be taken into consideration?

We expect that our findings will be widely relevant to various cell lines, including cancer cell lines with TP53 mutations. Work from us and others has established that p53 deficient cancer cell lines can indeed be successfully used in CRISPR-Cas9 screens. Factors we highlight, including guide representation and sequencing depth, remain important considerations in screen design in all cellular backgrounds.

Have your say

Your email address will not be published. Required fields are marked *

This site uses Akismet to reduce spam. Learn how your comment data is processed.

Sign up to customise the site to your preferences and to receive alerts

Register here

Also in the biochemistry category:

Notch3 is a genetic modifier of NODAL signalling for patterning asymmetry during mouse heart looping

Tobias Holm Bønnelykke, Marie-Amandine Chabry, Emeline Perthame, et al.

Selected by 06 June 2024

Bhaval Parmar

Developmental Biology

14-3-3 binding regulates Tau assembly and microtubule association

Janine Hochmair, Maxime C. M. van den Oetelaar, Lisa Diez, et al.

Selected by 03 May 2024

Barbora Knotkova et al.

Biochemistry

Structural basis of respiratory complexes adaptation to cold temperatures

Young-Cheul Shin, Pedro Latorre-Muro, Amina Djurabekova, et al.

Selected by 10 April 2024

Pamela Ornelas

Biophysics

Also in the cell biology category:

Cell cycle-dependent mRNA localization in P-bodies

Adham Safieddine, Marie-Noëlle Benassy, Thomas Bonte, et al.

Selected by 11 July 2024

Mohammed JALLOH

Cell Biology

Control of Inflammatory Response by Tissue Microenvironment

Zhongyang Wu, Scott D. Pope, Nasiha S. Ahmed, et al.

Selected by 13 June 2024

Roberto Amadio

Immunology

Notch3 is a genetic modifier of NODAL signalling for patterning asymmetry during mouse heart looping

Tobias Holm Bønnelykke, Marie-Amandine Chabry, Emeline Perthame, et al.

Selected by 06 June 2024

Bhaval Parmar

Developmental Biology

preLists in the biochemistry category:

BSCB-Biochemical Society 2024 Cell Migration meeting

This preList features preprints that were discussed and presented during the BSCB-Biochemical Society 2024 Cell Migration meeting in Birmingham, UK in April 2024. Kindly put together by Sara Morais da Silva, Reviews Editor at Journal of Cell Science.

 



List by Reinier Prosee

Peer Review in Biomedical Sciences

Communication of scientific knowledge has changed dramatically in recent decades and the public perception of scientific discoveries depends on the peer review process of articles published in scientific journals. Preprints are key vehicles for the dissemination of scientific discoveries, but they are still not properly recognized by the scientific community since peer review is very limited. On the other hand, peer review is very heterogeneous and a fundamental aspect to improve it is to train young scientists on how to think critically and how to evaluate scientific knowledge in a professional way. Thus, this course aims to: i) train students on how to perform peer review of scientific manuscripts in a professional manner; ii) develop students' critical thinking; iii) contribute to the appreciation of preprints as important vehicles for the dissemination of scientific knowledge without restrictions; iv) contribute to the development of students' curricula, as their opinions will be published and indexed on the preLights platform. The evaluations will be based on qualitative analyses of the oral presentations of preprints in the field of biomedical sciences deposited in the bioRxiv server, of the critical reports written by the students, as well as of the participation of the students during the preprints discussions.

 



List by Marcus Oliveira et al.

CellBio 2022 – An ASCB/EMBO Meeting

This preLists features preprints that were discussed and presented during the CellBio 2022 meeting in Washington, DC in December 2022.

 



List by Nadja Hümpfer et al.

20th “Genetics Workshops in Hungary”, Szeged (25th, September)

In this annual conference, Hungarian geneticists, biochemists and biotechnologists presented their works. Link: http://group.szbk.u-szeged.hu/minikonf/archive/prg2021.pdf

 



List by Nándor Lipták

Fibroblasts

The advances in fibroblast biology preList explores the recent discoveries and preprints of the fibroblast world. Get ready to immerse yourself with this list created for fibroblasts aficionados and lovers, and beyond. Here, my goal is to include preprints of fibroblast biology, heterogeneity, fate, extracellular matrix, behavior, topography, single-cell atlases, spatial transcriptomics, and their matrix!

 



List by Osvaldo Contreras

ASCB EMBO Annual Meeting 2019

A collection of preprints presented at the 2019 ASCB EMBO Meeting in Washington, DC (December 7-11)

 



List by Madhuja Samaddar et al.

EMBL Seeing is Believing – Imaging the Molecular Processes of Life

Preprints discussed at the 2019 edition of Seeing is Believing, at EMBL Heidelberg from the 9th-12th October 2019

 



List by Dey Lab

Cellular metabolism

A curated list of preprints related to cellular metabolism at Biorxiv by Pablo Ranea Robles from the Prelights community. Special interest on lipid metabolism, peroxisomes and mitochondria.

 



List by Pablo Ranea Robles

MitoList

This list of preprints is focused on work expanding our knowledge on mitochondria in any organism, tissue or cell type, from the normal biology to the pathology.

 



List by Sandra Franco Iborra

Also in the cell biology category:

BSCB-Biochemical Society 2024 Cell Migration meeting

This preList features preprints that were discussed and presented during the BSCB-Biochemical Society 2024 Cell Migration meeting in Birmingham, UK in April 2024. Kindly put together by Sara Morais da Silva, Reviews Editor at Journal of Cell Science.

 



List by Reinier Prosee

‘In preprints’ from Development 2022-2023

A list of the preprints featured in Development's 'In preprints' articles between 2022-2023

 



List by Alex Eve, Katherine Brown

preLights peer support – preprints of interest

This is a preprint repository to organise the preprints and preLights covered through the 'preLights peer support' initiative.

 



List by preLights peer support

The Society for Developmental Biology 82nd Annual Meeting

This preList is made up of the preprints discussed during the Society for Developmental Biology 82nd Annual Meeting that took place in Chicago in July 2023.

 



List by Joyce Yu, Katherine Brown

CSHL 87th Symposium: Stem Cells

Preprints mentioned by speakers at the #CSHLsymp23

 



List by Alex Eve

Journal of Cell Science meeting ‘Imaging Cell Dynamics’

This preList highlights the preprints discussed at the JCS meeting 'Imaging Cell Dynamics'. The meeting was held from 14 - 17 May 2023 in Lisbon, Portugal and was organised by Erika Holzbaur, Jennifer Lippincott-Schwartz, Rob Parton and Michael Way.

 



List by Helen Zenner

9th International Symposium on the Biology of Vertebrate Sex Determination

This preList contains preprints discussed during the 9th International Symposium on the Biology of Vertebrate Sex Determination. This conference was held in Kona, Hawaii from April 17th to 21st 2023.

 



List by Martin Estermann

Alumni picks – preLights 5th Birthday

This preList contains preprints that were picked and highlighted by preLights Alumni - an initiative that was set up to mark preLights 5th birthday. More entries will follow throughout February and March 2023.

 



List by Sergio Menchero et al.

CellBio 2022 – An ASCB/EMBO Meeting

This preLists features preprints that were discussed and presented during the CellBio 2022 meeting in Washington, DC in December 2022.

 



List by Nadja Hümpfer et al.

Fibroblasts

The advances in fibroblast biology preList explores the recent discoveries and preprints of the fibroblast world. Get ready to immerse yourself with this list created for fibroblasts aficionados and lovers, and beyond. Here, my goal is to include preprints of fibroblast biology, heterogeneity, fate, extracellular matrix, behavior, topography, single-cell atlases, spatial transcriptomics, and their matrix!

 



List by Osvaldo Contreras

EMBL Synthetic Morphogenesis: From Gene Circuits to Tissue Architecture (2021)

A list of preprints mentioned at the #EESmorphoG virtual meeting in 2021.

 



List by Alex Eve

FENS 2020

A collection of preprints presented during the virtual meeting of the Federation of European Neuroscience Societies (FENS) in 2020

 



List by Ana Dorrego-Rivas

Planar Cell Polarity – PCP

This preList contains preprints about the latest findings on Planar Cell Polarity (PCP) in various model organisms at the molecular, cellular and tissue levels.

 



List by Ana Dorrego-Rivas

BioMalPar XVI: Biology and Pathology of the Malaria Parasite

[under construction] Preprints presented at the (fully virtual) EMBL BioMalPar XVI, 17-18 May 2020 #emblmalaria

 



List by Dey Lab, Samantha Seah

1

Cell Polarity

Recent research from the field of cell polarity is summarized in this list of preprints. It comprises of studies focusing on various forms of cell polarity ranging from epithelial polarity, planar cell polarity to front-to-rear polarity.

 



List by Yamini Ravichandran

TAGC 2020

Preprints recently presented at the virtual Allied Genetics Conference, April 22-26, 2020. #TAGC20

 



List by Maiko Kitaoka et al.

3D Gastruloids

A curated list of preprints related to Gastruloids (in vitro models of early development obtained by 3D aggregation of embryonic cells). Updated until July 2021.

 



List by Paul Gerald L. Sanchez and Stefano Vianello

ECFG15 – Fungal biology

Preprints presented at 15th European Conference on Fungal Genetics 17-20 February 2020 Rome

 



List by Hiral Shah

ASCB EMBO Annual Meeting 2019

A collection of preprints presented at the 2019 ASCB EMBO Meeting in Washington, DC (December 7-11)

 



List by Madhuja Samaddar et al.

EMBL Seeing is Believing – Imaging the Molecular Processes of Life

Preprints discussed at the 2019 edition of Seeing is Believing, at EMBL Heidelberg from the 9th-12th October 2019

 



List by Dey Lab

Autophagy

Preprints on autophagy and lysosomal degradation and its role in neurodegeneration and disease. Includes molecular mechanisms, upstream signalling and regulation as well as studies on pharmaceutical interventions to upregulate the process.

 



List by Sandra Malmgren Hill

Lung Disease and Regeneration

This preprint list compiles highlights from the field of lung biology.

 



List by Rob Hynds

Cellular metabolism

A curated list of preprints related to cellular metabolism at Biorxiv by Pablo Ranea Robles from the Prelights community. Special interest on lipid metabolism, peroxisomes and mitochondria.

 



List by Pablo Ranea Robles

BSCB/BSDB Annual Meeting 2019

Preprints presented at the BSCB/BSDB Annual Meeting 2019

 



List by Dey Lab

Biophysical Society Annual Meeting 2019

Few of the preprints that were discussed in the recent BPS annual meeting at Baltimore, USA

 



List by Joseph Jose Thottacherry

ASCB/EMBO Annual Meeting 2018

This list relates to preprints that were discussed at the recent ASCB conference.

 



List by Dey Lab, Amanda Haage
Close