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Reproducibility of CRISPR-Cas9 methods for generation of conditional mouse alleles: a multi-center evaluation

BACKGROUND: CRISPR-Cas9 gene-editing technology has facilitated the generation of knockout mice, providing an alternative to cumbersome and time-consuming traditional embryonic stem cell-based methods. An earlier study reported up to 16% efficiency in generating conditional knockout (cKO or floxed)...

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Autores principales: Gurumurthy, Channabasavaiah B., O’Brien, Aidan R., Quadros, Rolen M., Adams, John, Alcaide, Pilar, Ayabe, Shinya, Ballard, Johnathan, Batra, Surinder K., Beauchamp, Marie-Claude, Becker, Kathleen A., Bernas, Guillaume, Brough, David, Carrillo-Salinas, Francisco, Chan, Wesley, Chen, Hanying, Dawson, Ruby, DeMambro, Victoria, D’Hont, Jinke, Dibb, Katharine M., Eudy, James D., Gan, Lin, Gao, Jing, Gonzales, Amy, Guntur, Anyonya R., Guo, Huiping, Harms, Donald W., Harrington, Anne, Hentges, Kathryn E., Humphreys, Neil, Imai, Shiho, Ishii, Hideshi, Iwama, Mizuho, Jonasch, Eric, Karolak, Michelle, Keavney, Bernard, Khin, Nay-Chi, Konno, Masamitsu, Kotani, Yuko, Kunihiro, Yayoi, Lakshmanan, Imayavaramban, Larochelle, Catherine, Lawrence, Catherine B., Li, Lin, Lindner, Volkhard, Liu, Xian-De, Lopez-Castejon, Gloria, Loudon, Andrew, Lowe, Jenna, Jerome-Majewska, Loydie A., Matsusaka, Taiji, Miura, Hiromi, Miyasaka, Yoshiki, Morpurgo, Benjamin, Motyl, Katherine, Nabeshima, Yo-ichi, Nakade, Koji, Nakashiba, Toshiaki, Nakashima, Kenichi, Obata, Yuichi, Ogiwara, Sanae, Ouellet, Mariette, Oxburgh, Leif, Piltz, Sandra, Pinz, Ilka, Ponnusamy, Moorthy P., Ray, David, Redder, Ronald J., Rosen, Clifford J., Ross, Nikki, Ruhe, Mark T., Ryzhova, Larisa, Salvador, Ane M., Alam, Sabrina Shameen, Sedlacek, Radislav, Sharma, Karan, Smith, Chad, Staes, Katrien, Starrs, Lora, Sugiyama, Fumihiro, Takahashi, Satoru, Tanaka, Tomohiro, Trafford, Andrew W., Uno, Yoshihiro, Vanhoutte, Leen, Vanrockeghem, Frederique, Willis, Brandon J., Wright, Christian S., Yamauchi, Yuko, Yi, Xin, Yoshimi, Kazuto, Zhang, Xuesong, Zhang, Yu, Ohtsuka, Masato, Das, Satyabrata, Garry, Daniel J., Hochepied, Tino, Thomas, Paul, Parker-Thornburg, Jan, Adamson, Antony D., Yoshiki, Atsushi, Schmouth, Jean-Francois, Golovko, Andrei, Thompson, William R., Lloyd, K. C. Kent, Wood, Joshua A., Cowan, Mitra, Mashimo, Tomoji, Mizuno, Seiya, Zhu, Hao, Kasparek, Petr, Liaw, Lucy, Miano, Joseph M., Burgio, Gaetan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6709553/
https://www.ncbi.nlm.nih.gov/pubmed/31446895
http://dx.doi.org/10.1186/s13059-019-1776-2
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author Gurumurthy, Channabasavaiah B.
O’Brien, Aidan R.
Quadros, Rolen M.
Adams, John
Alcaide, Pilar
Ayabe, Shinya
Ballard, Johnathan
Batra, Surinder K.
Beauchamp, Marie-Claude
Becker, Kathleen A.
Bernas, Guillaume
Brough, David
Carrillo-Salinas, Francisco
Chan, Wesley
Chen, Hanying
Dawson, Ruby
DeMambro, Victoria
D’Hont, Jinke
Dibb, Katharine M.
Eudy, James D.
Gan, Lin
Gao, Jing
Gonzales, Amy
Guntur, Anyonya R.
Guo, Huiping
Harms, Donald W.
Harrington, Anne
Hentges, Kathryn E.
Humphreys, Neil
Imai, Shiho
Ishii, Hideshi
Iwama, Mizuho
Jonasch, Eric
Karolak, Michelle
Keavney, Bernard
Khin, Nay-Chi
Konno, Masamitsu
Kotani, Yuko
Kunihiro, Yayoi
Lakshmanan, Imayavaramban
Larochelle, Catherine
Lawrence, Catherine B.
Li, Lin
Lindner, Volkhard
Liu, Xian-De
Lopez-Castejon, Gloria
Loudon, Andrew
Lowe, Jenna
Jerome-Majewska, Loydie A.
Matsusaka, Taiji
Miura, Hiromi
Miyasaka, Yoshiki
Morpurgo, Benjamin
Motyl, Katherine
Nabeshima, Yo-ichi
Nakade, Koji
Nakashiba, Toshiaki
Nakashima, Kenichi
Obata, Yuichi
Ogiwara, Sanae
Ouellet, Mariette
Oxburgh, Leif
Piltz, Sandra
Pinz, Ilka
Ponnusamy, Moorthy P.
Ray, David
Redder, Ronald J.
Rosen, Clifford J.
Ross, Nikki
Ruhe, Mark T.
Ryzhova, Larisa
Salvador, Ane M.
Alam, Sabrina Shameen
Sedlacek, Radislav
Sharma, Karan
Smith, Chad
Staes, Katrien
Starrs, Lora
Sugiyama, Fumihiro
Takahashi, Satoru
Tanaka, Tomohiro
Trafford, Andrew W.
Uno, Yoshihiro
Vanhoutte, Leen
Vanrockeghem, Frederique
Willis, Brandon J.
Wright, Christian S.
Yamauchi, Yuko
Yi, Xin
Yoshimi, Kazuto
Zhang, Xuesong
Zhang, Yu
Ohtsuka, Masato
Das, Satyabrata
Garry, Daniel J.
Hochepied, Tino
Thomas, Paul
Parker-Thornburg, Jan
Adamson, Antony D.
Yoshiki, Atsushi
Schmouth, Jean-Francois
Golovko, Andrei
Thompson, William R.
Lloyd, K. C. Kent
Wood, Joshua A.
Cowan, Mitra
Mashimo, Tomoji
Mizuno, Seiya
Zhu, Hao
Kasparek, Petr
Liaw, Lucy
Miano, Joseph M.
Burgio, Gaetan
author_facet Gurumurthy, Channabasavaiah B.
O’Brien, Aidan R.
Quadros, Rolen M.
Adams, John
Alcaide, Pilar
Ayabe, Shinya
Ballard, Johnathan
Batra, Surinder K.
Beauchamp, Marie-Claude
Becker, Kathleen A.
Bernas, Guillaume
Brough, David
Carrillo-Salinas, Francisco
Chan, Wesley
Chen, Hanying
Dawson, Ruby
DeMambro, Victoria
D’Hont, Jinke
Dibb, Katharine M.
Eudy, James D.
Gan, Lin
Gao, Jing
Gonzales, Amy
Guntur, Anyonya R.
Guo, Huiping
Harms, Donald W.
Harrington, Anne
Hentges, Kathryn E.
Humphreys, Neil
Imai, Shiho
Ishii, Hideshi
Iwama, Mizuho
Jonasch, Eric
Karolak, Michelle
Keavney, Bernard
Khin, Nay-Chi
Konno, Masamitsu
Kotani, Yuko
Kunihiro, Yayoi
Lakshmanan, Imayavaramban
Larochelle, Catherine
Lawrence, Catherine B.
Li, Lin
Lindner, Volkhard
Liu, Xian-De
Lopez-Castejon, Gloria
Loudon, Andrew
Lowe, Jenna
Jerome-Majewska, Loydie A.
Matsusaka, Taiji
Miura, Hiromi
Miyasaka, Yoshiki
Morpurgo, Benjamin
Motyl, Katherine
Nabeshima, Yo-ichi
Nakade, Koji
Nakashiba, Toshiaki
Nakashima, Kenichi
Obata, Yuichi
Ogiwara, Sanae
Ouellet, Mariette
Oxburgh, Leif
Piltz, Sandra
Pinz, Ilka
Ponnusamy, Moorthy P.
Ray, David
Redder, Ronald J.
Rosen, Clifford J.
Ross, Nikki
Ruhe, Mark T.
Ryzhova, Larisa
Salvador, Ane M.
Alam, Sabrina Shameen
Sedlacek, Radislav
Sharma, Karan
Smith, Chad
Staes, Katrien
Starrs, Lora
Sugiyama, Fumihiro
Takahashi, Satoru
Tanaka, Tomohiro
Trafford, Andrew W.
Uno, Yoshihiro
Vanhoutte, Leen
Vanrockeghem, Frederique
Willis, Brandon J.
Wright, Christian S.
Yamauchi, Yuko
Yi, Xin
Yoshimi, Kazuto
Zhang, Xuesong
Zhang, Yu
Ohtsuka, Masato
Das, Satyabrata
Garry, Daniel J.
Hochepied, Tino
Thomas, Paul
Parker-Thornburg, Jan
Adamson, Antony D.
Yoshiki, Atsushi
Schmouth, Jean-Francois
Golovko, Andrei
Thompson, William R.
Lloyd, K. C. Kent
Wood, Joshua A.
Cowan, Mitra
Mashimo, Tomoji
Mizuno, Seiya
Zhu, Hao
Kasparek, Petr
Liaw, Lucy
Miano, Joseph M.
Burgio, Gaetan
author_sort Gurumurthy, Channabasavaiah B.
collection PubMed
description BACKGROUND: CRISPR-Cas9 gene-editing technology has facilitated the generation of knockout mice, providing an alternative to cumbersome and time-consuming traditional embryonic stem cell-based methods. An earlier study reported up to 16% efficiency in generating conditional knockout (cKO or floxed) alleles by microinjection of 2 single guide RNAs (sgRNA) and 2 single-stranded oligonucleotides as donors (referred herein as “two-donor floxing” method). RESULTS: We re-evaluate the two-donor method from a consortium of 20 laboratories across the world. The dataset constitutes 56 genetic loci, 17,887 zygotes, and 1718 live-born mice, of which only 15 (0.87%) mice contain cKO alleles. We subject the dataset to statistical analyses and a machine learning algorithm, which reveals that none of the factors analyzed was predictive for the success of this method. We test some of the newer methods that use one-donor DNA on 18 loci for which the two-donor approach failed to produce cKO alleles. We find that the one-donor methods are 10- to 20-fold more efficient than the two-donor approach. CONCLUSION: We propose that the two-donor method lacks efficiency because it relies on two simultaneous recombination events in cis, an outcome that is dwarfed by pervasive accompanying undesired editing events. The methods that use one-donor DNA are fairly efficient as they rely on only one recombination event, and the probability of correct insertion of the donor cassette without unanticipated mutational events is much higher. Therefore, one-donor methods offer higher efficiencies for the routine generation of cKO animal models. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13059-019-1776-2) contains supplementary material, which is available to authorized users.
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spelling pubmed-67095532019-08-28 Reproducibility of CRISPR-Cas9 methods for generation of conditional mouse alleles: a multi-center evaluation Gurumurthy, Channabasavaiah B. O’Brien, Aidan R. Quadros, Rolen M. Adams, John Alcaide, Pilar Ayabe, Shinya Ballard, Johnathan Batra, Surinder K. Beauchamp, Marie-Claude Becker, Kathleen A. Bernas, Guillaume Brough, David Carrillo-Salinas, Francisco Chan, Wesley Chen, Hanying Dawson, Ruby DeMambro, Victoria D’Hont, Jinke Dibb, Katharine M. Eudy, James D. Gan, Lin Gao, Jing Gonzales, Amy Guntur, Anyonya R. Guo, Huiping Harms, Donald W. Harrington, Anne Hentges, Kathryn E. Humphreys, Neil Imai, Shiho Ishii, Hideshi Iwama, Mizuho Jonasch, Eric Karolak, Michelle Keavney, Bernard Khin, Nay-Chi Konno, Masamitsu Kotani, Yuko Kunihiro, Yayoi Lakshmanan, Imayavaramban Larochelle, Catherine Lawrence, Catherine B. Li, Lin Lindner, Volkhard Liu, Xian-De Lopez-Castejon, Gloria Loudon, Andrew Lowe, Jenna Jerome-Majewska, Loydie A. Matsusaka, Taiji Miura, Hiromi Miyasaka, Yoshiki Morpurgo, Benjamin Motyl, Katherine Nabeshima, Yo-ichi Nakade, Koji Nakashiba, Toshiaki Nakashima, Kenichi Obata, Yuichi Ogiwara, Sanae Ouellet, Mariette Oxburgh, Leif Piltz, Sandra Pinz, Ilka Ponnusamy, Moorthy P. Ray, David Redder, Ronald J. Rosen, Clifford J. Ross, Nikki Ruhe, Mark T. Ryzhova, Larisa Salvador, Ane M. Alam, Sabrina Shameen Sedlacek, Radislav Sharma, Karan Smith, Chad Staes, Katrien Starrs, Lora Sugiyama, Fumihiro Takahashi, Satoru Tanaka, Tomohiro Trafford, Andrew W. Uno, Yoshihiro Vanhoutte, Leen Vanrockeghem, Frederique Willis, Brandon J. Wright, Christian S. Yamauchi, Yuko Yi, Xin Yoshimi, Kazuto Zhang, Xuesong Zhang, Yu Ohtsuka, Masato Das, Satyabrata Garry, Daniel J. Hochepied, Tino Thomas, Paul Parker-Thornburg, Jan Adamson, Antony D. Yoshiki, Atsushi Schmouth, Jean-Francois Golovko, Andrei Thompson, William R. Lloyd, K. C. Kent Wood, Joshua A. Cowan, Mitra Mashimo, Tomoji Mizuno, Seiya Zhu, Hao Kasparek, Petr Liaw, Lucy Miano, Joseph M. Burgio, Gaetan Genome Biol Research BACKGROUND: CRISPR-Cas9 gene-editing technology has facilitated the generation of knockout mice, providing an alternative to cumbersome and time-consuming traditional embryonic stem cell-based methods. An earlier study reported up to 16% efficiency in generating conditional knockout (cKO or floxed) alleles by microinjection of 2 single guide RNAs (sgRNA) and 2 single-stranded oligonucleotides as donors (referred herein as “two-donor floxing” method). RESULTS: We re-evaluate the two-donor method from a consortium of 20 laboratories across the world. The dataset constitutes 56 genetic loci, 17,887 zygotes, and 1718 live-born mice, of which only 15 (0.87%) mice contain cKO alleles. We subject the dataset to statistical analyses and a machine learning algorithm, which reveals that none of the factors analyzed was predictive for the success of this method. We test some of the newer methods that use one-donor DNA on 18 loci for which the two-donor approach failed to produce cKO alleles. We find that the one-donor methods are 10- to 20-fold more efficient than the two-donor approach. CONCLUSION: We propose that the two-donor method lacks efficiency because it relies on two simultaneous recombination events in cis, an outcome that is dwarfed by pervasive accompanying undesired editing events. The methods that use one-donor DNA are fairly efficient as they rely on only one recombination event, and the probability of correct insertion of the donor cassette without unanticipated mutational events is much higher. Therefore, one-donor methods offer higher efficiencies for the routine generation of cKO animal models. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13059-019-1776-2) contains supplementary material, which is available to authorized users. BioMed Central 2019-08-26 /pmc/articles/PMC6709553/ /pubmed/31446895 http://dx.doi.org/10.1186/s13059-019-1776-2 Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Gurumurthy, Channabasavaiah B.
O’Brien, Aidan R.
Quadros, Rolen M.
Adams, John
Alcaide, Pilar
Ayabe, Shinya
Ballard, Johnathan
Batra, Surinder K.
Beauchamp, Marie-Claude
Becker, Kathleen A.
Bernas, Guillaume
Brough, David
Carrillo-Salinas, Francisco
Chan, Wesley
Chen, Hanying
Dawson, Ruby
DeMambro, Victoria
D’Hont, Jinke
Dibb, Katharine M.
Eudy, James D.
Gan, Lin
Gao, Jing
Gonzales, Amy
Guntur, Anyonya R.
Guo, Huiping
Harms, Donald W.
Harrington, Anne
Hentges, Kathryn E.
Humphreys, Neil
Imai, Shiho
Ishii, Hideshi
Iwama, Mizuho
Jonasch, Eric
Karolak, Michelle
Keavney, Bernard
Khin, Nay-Chi
Konno, Masamitsu
Kotani, Yuko
Kunihiro, Yayoi
Lakshmanan, Imayavaramban
Larochelle, Catherine
Lawrence, Catherine B.
Li, Lin
Lindner, Volkhard
Liu, Xian-De
Lopez-Castejon, Gloria
Loudon, Andrew
Lowe, Jenna
Jerome-Majewska, Loydie A.
Matsusaka, Taiji
Miura, Hiromi
Miyasaka, Yoshiki
Morpurgo, Benjamin
Motyl, Katherine
Nabeshima, Yo-ichi
Nakade, Koji
Nakashiba, Toshiaki
Nakashima, Kenichi
Obata, Yuichi
Ogiwara, Sanae
Ouellet, Mariette
Oxburgh, Leif
Piltz, Sandra
Pinz, Ilka
Ponnusamy, Moorthy P.
Ray, David
Redder, Ronald J.
Rosen, Clifford J.
Ross, Nikki
Ruhe, Mark T.
Ryzhova, Larisa
Salvador, Ane M.
Alam, Sabrina Shameen
Sedlacek, Radislav
Sharma, Karan
Smith, Chad
Staes, Katrien
Starrs, Lora
Sugiyama, Fumihiro
Takahashi, Satoru
Tanaka, Tomohiro
Trafford, Andrew W.
Uno, Yoshihiro
Vanhoutte, Leen
Vanrockeghem, Frederique
Willis, Brandon J.
Wright, Christian S.
Yamauchi, Yuko
Yi, Xin
Yoshimi, Kazuto
Zhang, Xuesong
Zhang, Yu
Ohtsuka, Masato
Das, Satyabrata
Garry, Daniel J.
Hochepied, Tino
Thomas, Paul
Parker-Thornburg, Jan
Adamson, Antony D.
Yoshiki, Atsushi
Schmouth, Jean-Francois
Golovko, Andrei
Thompson, William R.
Lloyd, K. C. Kent
Wood, Joshua A.
Cowan, Mitra
Mashimo, Tomoji
Mizuno, Seiya
Zhu, Hao
Kasparek, Petr
Liaw, Lucy
Miano, Joseph M.
Burgio, Gaetan
Reproducibility of CRISPR-Cas9 methods for generation of conditional mouse alleles: a multi-center evaluation
title Reproducibility of CRISPR-Cas9 methods for generation of conditional mouse alleles: a multi-center evaluation
title_full Reproducibility of CRISPR-Cas9 methods for generation of conditional mouse alleles: a multi-center evaluation
title_fullStr Reproducibility of CRISPR-Cas9 methods for generation of conditional mouse alleles: a multi-center evaluation
title_full_unstemmed Reproducibility of CRISPR-Cas9 methods for generation of conditional mouse alleles: a multi-center evaluation
title_short Reproducibility of CRISPR-Cas9 methods for generation of conditional mouse alleles: a multi-center evaluation
title_sort reproducibility of crispr-cas9 methods for generation of conditional mouse alleles: a multi-center evaluation
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6709553/
https://www.ncbi.nlm.nih.gov/pubmed/31446895
http://dx.doi.org/10.1186/s13059-019-1776-2
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AT starrslora reproducibilityofcrisprcas9methodsforgenerationofconditionalmouseallelesamulticenterevaluation
AT sugiyamafumihiro reproducibilityofcrisprcas9methodsforgenerationofconditionalmouseallelesamulticenterevaluation
AT takahashisatoru reproducibilityofcrisprcas9methodsforgenerationofconditionalmouseallelesamulticenterevaluation
AT tanakatomohiro reproducibilityofcrisprcas9methodsforgenerationofconditionalmouseallelesamulticenterevaluation
AT traffordandreww reproducibilityofcrisprcas9methodsforgenerationofconditionalmouseallelesamulticenterevaluation
AT unoyoshihiro reproducibilityofcrisprcas9methodsforgenerationofconditionalmouseallelesamulticenterevaluation
AT vanhoutteleen reproducibilityofcrisprcas9methodsforgenerationofconditionalmouseallelesamulticenterevaluation
AT vanrockeghemfrederique reproducibilityofcrisprcas9methodsforgenerationofconditionalmouseallelesamulticenterevaluation
AT willisbrandonj reproducibilityofcrisprcas9methodsforgenerationofconditionalmouseallelesamulticenterevaluation
AT wrightchristians reproducibilityofcrisprcas9methodsforgenerationofconditionalmouseallelesamulticenterevaluation
AT yamauchiyuko reproducibilityofcrisprcas9methodsforgenerationofconditionalmouseallelesamulticenterevaluation
AT yixin reproducibilityofcrisprcas9methodsforgenerationofconditionalmouseallelesamulticenterevaluation
AT yoshimikazuto reproducibilityofcrisprcas9methodsforgenerationofconditionalmouseallelesamulticenterevaluation
AT zhangxuesong reproducibilityofcrisprcas9methodsforgenerationofconditionalmouseallelesamulticenterevaluation
AT zhangyu reproducibilityofcrisprcas9methodsforgenerationofconditionalmouseallelesamulticenterevaluation
AT ohtsukamasato reproducibilityofcrisprcas9methodsforgenerationofconditionalmouseallelesamulticenterevaluation
AT dassatyabrata reproducibilityofcrisprcas9methodsforgenerationofconditionalmouseallelesamulticenterevaluation
AT garrydanielj reproducibilityofcrisprcas9methodsforgenerationofconditionalmouseallelesamulticenterevaluation
AT hochepiedtino reproducibilityofcrisprcas9methodsforgenerationofconditionalmouseallelesamulticenterevaluation
AT thomaspaul reproducibilityofcrisprcas9methodsforgenerationofconditionalmouseallelesamulticenterevaluation
AT parkerthornburgjan reproducibilityofcrisprcas9methodsforgenerationofconditionalmouseallelesamulticenterevaluation
AT adamsonantonyd reproducibilityofcrisprcas9methodsforgenerationofconditionalmouseallelesamulticenterevaluation
AT yoshikiatsushi reproducibilityofcrisprcas9methodsforgenerationofconditionalmouseallelesamulticenterevaluation
AT schmouthjeanfrancois reproducibilityofcrisprcas9methodsforgenerationofconditionalmouseallelesamulticenterevaluation
AT golovkoandrei reproducibilityofcrisprcas9methodsforgenerationofconditionalmouseallelesamulticenterevaluation
AT thompsonwilliamr reproducibilityofcrisprcas9methodsforgenerationofconditionalmouseallelesamulticenterevaluation
AT lloydkckent reproducibilityofcrisprcas9methodsforgenerationofconditionalmouseallelesamulticenterevaluation
AT woodjoshuaa reproducibilityofcrisprcas9methodsforgenerationofconditionalmouseallelesamulticenterevaluation
AT cowanmitra reproducibilityofcrisprcas9methodsforgenerationofconditionalmouseallelesamulticenterevaluation
AT mashimotomoji reproducibilityofcrisprcas9methodsforgenerationofconditionalmouseallelesamulticenterevaluation
AT mizunoseiya reproducibilityofcrisprcas9methodsforgenerationofconditionalmouseallelesamulticenterevaluation
AT zhuhao reproducibilityofcrisprcas9methodsforgenerationofconditionalmouseallelesamulticenterevaluation
AT kasparekpetr reproducibilityofcrisprcas9methodsforgenerationofconditionalmouseallelesamulticenterevaluation
AT liawlucy reproducibilityofcrisprcas9methodsforgenerationofconditionalmouseallelesamulticenterevaluation
AT mianojosephm reproducibilityofcrisprcas9methodsforgenerationofconditionalmouseallelesamulticenterevaluation
AT burgiogaetan reproducibilityofcrisprcas9methodsforgenerationofconditionalmouseallelesamulticenterevaluation