Robust estimation of bacterial cell count from optical density
Artikel i vetenskaplig tidskrift, 2020
Optical density (OD) is widely used to estimate the density of cells in liquid culture, but cannot be compared between instruments without a standardized calibration protocol and is challenging to relate to actual cell count. We address this with an interlaboratory study comparing three simple, low-cost, and highly accessible OD calibration protocols across 244 laboratories, applied to eight strains of constitutive GFP-expressing E. coli. Based on our results, we recommend calibrating OD to estimated cell count using serial dilution of silica microspheres, which produces highly precise calibration (95.5% of residuals <1.2-fold), is easily assessed for quality control, also assesses instrument effective linear range, and can be combined with fluorescence calibration to obtain units of Molecules of Equivalent Fluorescein (MEFL) per cell, allowing direct comparison and data fusion with flow cytometry measurements: in our study, fluorescence per cell measurements showed only a 1.07-fold mean difference between plate reader and flow cytometry data.
Författare
Jacob Beal
BBN Technologies
Natalie G. Farny
Worcester Polytechnic Institute
Traci Haddock-Angelli
iGEM Foundation
Vinoo Selvarajah
iGEM Foundation
Geoff S. Baldwin
Imperial College London
Russell Buckley-Taylor
Imperial College London
Markus Gershater
Synthace Ltd.
Daisuke Kiga
Waseda University
John Marken
California Institute of Technology (Caltech)
Vishal Sanchania
Synthace Ltd.
Abigail Sison
iGEM Foundation
C. T. Workman
Danmarks Tekniske Universitet (DTU)
Meryem Pehlivan
RWTH Aachen University
Biel Badia Roige
RWTH Aachen University
Tiu Aarnio
Aalto-Yliopisto
Samu Kivisto
Aalto-Yliopisto
Jessica Koski
Aalto-Yliopisto
Leevi Lehtonen
Aalto-Yliopisto
Denise Pezzutto
Aalto-Yliopisto
Pauliina Rautanen
Aalto-Yliopisto
Weixin Bian
Anhui University of Technology
Zhiyuan Hu
Anhui University of Technology
Zhihao Liu
Anhui University of Technology
Zi Liu
Anhui University of Technology
Liang Ma
Anhui University of Technology
Luyao Pan
Anhui University of Technology
Zichen Qin
Anhui University of Technology
Huichao Wang
Anhui University of Technology
Xiangxuan Wang
Anhui University of Technology
Hao Xu
Anhui University of Technology
Xia Xu
Anhui University of Technology
Yorgo El Moubayed
Aix-Marseille Université
Shan Dong
AST Worldshaper
Choco Fang
AST Worldshaper
Hanker He
AST Worldshaper
Henry He
AST Worldshaper
Fangliang Huang
AST Worldshaper
Ruyi Shi
AST Worldshaper
Cassie Tang
AST Worldshaper
Christian Tang
AST Worldshaper
Shirly Xu
AST Worldshaper
Calvin Yan
AST Worldshaper
Natalia Bartzoka
National Technical University of Athens (NTUA)
Eleni Kanata
National Technical University of Athens (NTUA)
Maria Kapsokefalou
National Technical University of Athens (NTUA)
Xanthi Leda Katopodi
National Technical University of Athens (NTUA)
Eleni Kostadima
National Technical University of Athens (NTUA)
Ioannis V. Kostopoulos
National Technical University of Athens (NTUA)
Stylianos Kotzastratis
National Technical University of Athens (NTUA)
Antonios E. Koutelidakis
National Technical University of Athens (NTUA)
Vasilios Krokos
National Technical University of Athens (NTUA)
Maria Litsa
National Technical University of Athens (NTUA)
Ioannis Ntekas
National Technical University of Athens (NTUA)
Panagiotis Spatharas
National Technical University of Athens (NTUA)
Ourania E. Tsitsilonis
National Technical University of Athens (NTUA)
Anastasia Zerva
National Technical University of Athens (NTUA)
Vidhya Annem
Liberal Arts and Science Academy
Eli Cone
Liberal Arts and Science Academy
Noel Elias
Liberal Arts and Science Academy
Shreya Gupta
Liberal Arts and Science Academy
Kendrick Lam
Liberal Arts and Science Academy
Anna Tutuianu
Liberal Arts and Science Academy
Dennis M. Mishler
The University of Texas at Austin
Bibiana Toro
The University of Texas at Austin
Akinwumi Akinfenwa
Baltimore Underground Science Space
Frank Burns
Baltimore Underground Science Space
Heydy Herbert
Baltimore Underground Science Space
Melissa Jones
Baltimore Underground Science Space
Sarah Laun
Baltimore Underground Science Space
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Baltimore Underground Science Space
Zion Smith
Baltimore Underground Science Space
Zhao Peng
Beijing City University
Zhou Ziwei
Beijing City University
Rui Deng
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Yilin Huang
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Tingyue Li
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Yingqi Ma
Beijing Foreign Studies University
Zhiyuan Shen
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Yuyao Wang
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Yusen Lang
BGI Institute of Applied Agriculture
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BGI Institute of Applied Agriculture
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BGI Institute of Applied Agriculture
Yi Wu
BGI Institute of Applied Agriculture
Dror Aizik
Ben-Gurion University of the Negev
Sagi Angel
Ben-Gurion University of the Negev
Einan Farhi
Ben-Gurion University of the Negev
Nitzan Keidar
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Eden Oser
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Mor Pasi
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Jorn Kalinowski
Universität Bielefeld
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University of Edinburgh
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Ecole Polytechnique Federale de Lausanne (EPFL)
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University of Exeter
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The Hebrew University Of Jerusalem
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Hangzhou Foreign Language School
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The University of Hong Kong
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The University of Hong Kong
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The University of Hong Kong
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The University of Hong Kong
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Hong Kong University of Science and Technology
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Hong Kong University of Science and Technology
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Hong Kong University of Science and Technology
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Institute of Chemical Technology
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Institute of Chemical Technology
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Institute of Chemical Technology
[NO FIRST NAME IN SCOPUS] Gokul
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Indian Institute of Science Education and Research Bhopal
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Indian Institute of Science Education and Research Bhopal
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Indian Institute of Science
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Indian Institute of Science
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Indian Institute of Science
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Indian Institute of Science
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Indian Institute of Science
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Indian Institute of Technology
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Indian Institute of Technology
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Indian Institute of Technology
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Indian Institute of Technology
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Indian Institute of Technology
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Indian Institute of Technology
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Indian Institute of Technology
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Indian Institute of Technology
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Indian Institute of Technology
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Indian Institute of Technology
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Indian Institute of Technology
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Indian Institute of Technology
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Indian Institute of Technology
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Indian Institute of Technology
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Indian Institute of Technology
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Indian Institute of Technology
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Indian Institute of Technology
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Indian Institute of Technology
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Indian Institute of Technology
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Indian Institute of Technology
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Indian Institute of Technology
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Jiangnan University
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Jilin University
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Jilin University
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Jilin University
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Jilin University
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Julius-Maximilians Universität Würzburg
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Julius-Maximilians Universität Würzburg
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Kanagawa Institute of Technology (KAIT)
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Kanagawa Institute of Technology (KAIT)
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Kanagawa Institute of Technology (KAIT)
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Kanagawa Institute of Technology (KAIT)
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Kanagawa Institute of Technology (KAIT)
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King's College London
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King's College London
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King's College London
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King's College London
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King's College London
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King's College London
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King's College London
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University of Lethbridge
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University of Lethbridge
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Texas Tech University at Lubbock
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Texas Tech University at Lubbock
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Texas Tech University at Lubbock
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Texas Tech University at Lubbock
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Texas Tech University at Lubbock
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Lunds tekniska högskola
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Lunds tekniska högskola
Nikol Labecka
Lunds tekniska högskola
Sara Palo
Lunds tekniska högskola
Renee Beale
Macquarie University
Dominic Logel
Macquarie University
Areti-Efremia Mellou
Macquarie University
Karl Myers
Macquarie University
Alejandro Alonso
Universidad Complutense de Madrid
Rodrigo Hernandez Cifuentes
Universidad Complutense de Madrid
Borja Sanchez Clemente
Universidad Complutense de Madrid
Gonzalo Saiz Gonzalo
Universidad Complutense de Madrid
Ivan Martin Hernandez
Universidad Complutense de Madrid
Laura Armero Hernandez
Universidad Complutense de Madrid
Francisco Javier Quero Lombardero
Universidad Complutense de Madrid
D. Marquina
Universidad Complutense de Madrid
Guillermo Fernandez Rodriguez
Universidad Complutense de Madrid
Ignacio Albert Smet
Universidad Complutense de Madrid
Tom Butterfield
University of Manchester
Ed Deshmukh-Reeves
University of Manchester
Namrata Gogineni
University of Manchester
Sam Hemmings
University of Manchester
Ismat Kabbara
University of Manchester
Ieva Norvaisaite
University of Manchester
Ryan Smith
University of Manchester
Daniel Bauersachs
Philipps-Universität Marburg
Benjamin Daniel
Philipps-Universität Marburg
Rene Inckemann
Philipps-Universität Marburg
Alexandra Seiffermann
Philipps-Universität Marburg
Daniel Stukenberg
Philipps-Universität Marburg
Carl Weile
Philipps-Universität Marburg
Valerian Clerc
McGill University
Jacqueline Ha
McGill University
Stephanie Totten
McGill University
Thomas Chang
McMaster University
Carlene Jimenez
McMaster University
Dhanyasri Maddiboina
McMaster University
Beliz Leyla Acar
Orta Doğu Teknik Üniversitesi
Evrim Elcin
Orta Doğu Teknik Üniversitesi
Tugba Inanc
Orta Doğu Teknik Üniversitesi
Gamze Kantas
Orta Doğu Teknik Üniversitesi
Ceyhun Kayihan
Orta Doğu Teknik Üniversitesi
Mert Secen
Orta Doğu Teknik Üniversitesi
Gun Suer
Orta Doğu Teknik Üniversitesi
Kutay Ucan
Orta Doğu Teknik Üniversitesi
Tunc Unal
Orta Doğu Teknik Üniversitesi
Matthew Fischer
University of Michigan
Naveen Jasti
University of Michigan
Thomas Stewart
University of Michigan
Sarah Caldwell
Michigan State University
Jordan Lee
Michigan State University
Jessica Schultz
Michigan State University
Ting-Chen Chang
Mingdao High School
Pei-Hong Chen
Mingdao High School
Yu-Hsuan Cheng
Mingdao High School
Yi-Hsuan Hsu
Mingdao High School
Chan-yu Yeh
Mingdao High School
Zhipeng Ding
University of Minnesota
Zihao Li
University of Minnesota
Savannah Lockwood
University of Minnesota
Katherine Quinn
University of Minnesota
Leo Carrillo
Université de Montpellier
Maxime Heintze
Université de Montpellier
Lea Meneu
Université de Montpellier
Marie Peras
Université de Montpellier
Tamara Yehouessi
Université de Montpellier
Keno Eilers
Technische Universität München
Elisabeth Falgenhauer
Technische Universität München
Wong Hoi Kiu
Technische Universität München
Julia Mayer
Technische Universität München
Julia Mueller
Technische Universität München
Sophie von Schoenberg
Technische Universität München
Dominic Schwarz
Technische Universität München
Brigit Tunaj
Technische Universität München
Zhaoqing Hu
Nanjing University
Yansong Huang
Nanjing University
Yuanyuan Li
Nanjing University
Chengzhu Fang
Nanjing Agricultural University
Jiangyuan Liu
Nanjing Agricultural University
Yiheng Liu
Nanjing Agricultural University
Yaxuan Wu
Nanjing Agricultural University
Sheng Xu
Nanjing Agricultural University
Long Yuan
Nanjing Agricultural University
Marco Edelmayer
Karl-Franzens-Universität Graz
Marlene Hiesinger
Karl-Franzens-Universität Graz
Sebastian Hofer
Karl-Franzens-Universität Graz
Birgit Krainer
Karl-Franzens-Universität Graz
Andreas Oswald
Karl-Franzens-Universität Graz
Dominik Strasser
Karl-Franzens-Universität Graz
Andreas Zimmermann
Karl-Franzens-Universität Graz
Yi-Cian Chen
National Chung Hsing University
Yuan-Yao Chan
National Chiao Tung University
Yu-Ci Chang
National Chiao Tung University
Nian Ruei Deng
National Chiao Tung University
Chi-Yao Ku
National Chiao Tung University
Meng-Zhan Lee
National Chiao Tung University
Hailong Li
Northeastern University China
Zhaoyu Liu
Northeastern University China
Guowei Song
Northeastern University China
Yuening Xiang
Northeastern University China
Hongfa Yan
Northeastern University China
He Huanying
Northeastern University China
Jiang Qiaochu
Northeastern University China
Jiang Shengjuan
Northeastern University China
Peng Yujie
Northeastern University China
Matt Burridge
Newcastle University
Kyle Standforth
Newcastle University
Sam Went
Newcastle University
Liang Chenxi
Nanjing University
Wang Han
Nanjing University
Zhang Qipeng
Nanjing University
Li Yifan
Nanjing University
Quan Yiming
Nanjing University
Pan Yutong
Nanjing University
Senhao Kou
Nankai University
Lin Luan
Nankai University
Umut Akova
Northwestern University
Liza Fitzgerald
Northwestern University
Bon Ikwuagwu
Northwestern University
Michael Johnson
Northwestern University
Jacob Kurian
Northwestern University
Christian Throsberg
Northwestern University
Lucy Allen
University of Nottingham
Christopher Humphreys
University of Nottingham
Daniel Partridge
University of Nottingham
Michaella Whittle
University of Nottingham
Nemira Zilinskaite
University of Nottingham
Meixuan Lee
Northwestern Polytechnical University
Weifeng Lin
Northwestern Polytechnical University
Yuan Ma
Northwestern Polytechnical University
Kai Wang
Northwestern Polytechnical University
Hsuan Cheng
National Tsing Hua University
Shumei Chi
National Tsing Hua University
Yi-Chien Chuang
National Tsing Hua University
Ray Huang
National Tsing Hua University
LiangYu Ko
National Tsing Hua University
Yu-Chun Lin
National Tsing Hua University
You-Yang Tsai
National Tsing Hua University
Cheng-Chieh Wang
National Tsing Hua University
Kai-Chiang Yu
National Tsing Hua University
Hanna Nedreberg Burud
Norges teknisk-naturvitenskapelige universitet
Carmen Chen
Norges teknisk-naturvitenskapelige universitet
Anne Kristin Haralsvik
Norges teknisk-naturvitenskapelige universitet
Adrian Marinovic
Norges teknisk-naturvitenskapelige universitet
Hege Hetland Pedersen
Norges teknisk-naturvitenskapelige universitet
Amanda Sande
Norges teknisk-naturvitenskapelige universitet
Vanessa Solvang
Norges teknisk-naturvitenskapelige universitet
Shaw Kar Ming
Nanyang Technological University
Albert Praditya
Nanyang Technological University
Aiganym Abduraimova
Nazarbayev University
Ayagoz Meirkhanova
Nazarbayev University
Assel Mukhanova
Nazarbayev University
Tomiris Mulikova
Nazarbayev University
Yanchen Gou
National University of Defense Technology
Chenyu Lu
National University of Defense Technology
Jiaxin Ma
National University of Defense Technology
Chushu Zhu
National University of Defense Technology
Leow Chung Yong Aaron
Universiti Kebangsaan Singapura (NUS)
Tvarita Shivakumar Iyer
Universiti Kebangsaan Singapura (NUS)
Wu Jiacheng
Universiti Kebangsaan Singapura (NUS)
Yan Ping Lim
Universiti Kebangsaan Singapura (NUS)
Beatrix Tung Xue Lin
Universiti Kebangsaan Singapura (NUS)
Aaron Ramzeen
Universiti Kebangsaan Singapura (NUS)
Nur Liyana Binte Ayub Ow Yong
Universiti Kebangsaan Singapura (NUS)
Yah Tse Sabrina Chua
Universiti Kebangsaan Singapura (NUS)
Yuhui Deborah Fong
Universiti Kebangsaan Singapura (NUS)
Menglan He
Universiti Kebangsaan Singapura (NUS)
Li Yang Tan
Universiti Kebangsaan Singapura (NUS)
Zhang Jiahe
Northwest University
Li Mingge
Northwest University
Li Nianlong
Northwest University
Li Yueyi
Northwest University
Cheng Yuhan
Northwest University
Annabel Chang
National Yang-Ming University Taiwan
Chih-Chiang Chen
National Yang-Ming University Taiwan
Ryan Chou
National Yang-Ming University Taiwan
Jude Clapper
National Yang-Ming University Taiwan
Evelyn Lai
National Yang-Ming University Taiwan
Yasmin Lin
National Yang-Ming University Taiwan
Kelsey Wang
National Yang-Ming University Taiwan
Jake Yang
National Yang-Ming University Taiwan
Mariam Anwar
New York University Abu Dhabi
Ibrahim Chehade
New York University Abu Dhabi
Imtiyaz Hariyani
New York University Abu Dhabi
Sion Hau
New York University Abu Dhabi
Ashley Isaac
New York University Abu Dhabi
Laura Karpauskaite
New York University Abu Dhabi
Mazin Magzoub
New York University Abu Dhabi
Daniel Obaji
New York University Abu Dhabi
Yong Rafael Song
New York University Abu Dhabi
Yejie Yun
New York University Abu Dhabi
Kai Sun
Ocean University of China
Yunqian Zhang
Ocean University of China
Eleanor Beard
University of Oxford
Laurel Constanti Crosby
University of Oxford
Nicolas Delalez
University of Oxford
Arman Karshenas
University of Oxford
Adrian Kozhevnikov
University of Oxford
Jhanna Kryukova
University of Oxford
Karandip Saini
University of Oxford
Jon Stocks
University of Oxford
Bhuvana Sudarshan
University of Oxford
Max Taylor
University of Oxford
George Wadhams
University of Oxford
Joe Windo
University of Oxford
Annissa Ameziane
Centre de Recherche en Informatique (CRI)
Darshak Bhatt
Centre de Recherche en Informatique (CRI)
Alexis Casas
Centre de Recherche en Informatique (CRI)
Antoine Levrier
Centre de Recherche en Informatique (CRI)
Ana Santos
Centre de Recherche en Informatique (CRI)
Nympha Elisa M. Sia
Centre de Recherche en Informatique (CRI)
Edwin Wintermute
Centre de Recherche en Informatique (CRI)
Alice Dejoux
Institut Pasteur, Paris
Deshmukh Gopaul
Institut Pasteur, Paris
Lea Guerassimoff
Institut Pasteur, Paris
Samuel Jaoui
Institut Pasteur, Paris
Manon Madelenat
Institut Pasteur, Paris
Serena Petracchini
Institut Pasteur, Paris
Fu Cai
Beijing University of Technology
Yang Jianzhao
Beijing University of Technology
Shi Shuyu
Beijing University of Technology
Li Tairan
Beijing University of Technology
Li Xin
Beijing University of Technology
Lin Yongjie
Beijing University of Technology
Huang Zhecheng
Beijing University of Technology
Evan Becker
University of Pittsburgh
Matthew Greenwald
University of Pittsburgh
Vivian Hu
University of Pittsburgh
Tucker Pavelek
University of Pittsburgh
Elizabeth Pinto
University of Pittsburgh
Zemeng Wei
University of Pittsburgh
Zachary Burgland
Purdue University
Janice Chan
Purdue University
Julianne Dejoie
Purdue University
Kevin Fitzgerald
Purdue University
Zach Hartley
Purdue University
Moiz Rasheed
Purdue University
Makayla Schacht
Purdue University
Maddison Gahagan
Queen's University
Ellis Kelly
Queen's University
Elisha Krauss
Queen's University
Yuze Cao
High School Affiliated to Renmin University of China (RDFZ)
Yishen Shen
High School Affiliated to Renmin University of China (RDFZ)
Xuan Wang
High School Affiliated to Renmin University of China (RDFZ)
Hanning Xu
High School Affiliated to Renmin University of China (RDFZ)
Jianxiang Zhang
High School Affiliated to Renmin University of China (RDFZ)
Priyanka Chandramouli
Rajalakshmi Engineering College
Amal Jude Ashwin F
Rajalakshmi Engineering College
Srimathi Jayaraman
Rajalakshmi Engineering College
Marcia Smiti Jude
Rajalakshmi Engineering College
Vignesh Kumar
Rajalakshmi Engineering College
Hema Lekshmi
Rajalakshmi Engineering College
R. Preetha
Rajalakshmi Engineering College
Khadija Rashid
Rajalakshmi Engineering College
S. Deepak Kumar
Rajalakshmi Engineering College
B.S. Mohan Kumar
Rajalakshmi Engineering College
Leon Michael Barrat
Universität Bielefeld
Jil-Sophie Dissmann
Universität Bielefeld
Jorn Kalinowski
Universität Bielefeld
Matthias Otto
Universität Bielefeld
Johannes Ruhnau
Universität Bielefeld
Johannes Ruhnau
Universität Bielefeld
Fynn Stuhlweissenburg
Universität Bielefeld
Elisa Ueding
Universität Bielefeld
Ariel Bohner
Rose-Hulman Institute of Technology (RHIT)
Brittany Clark
Rose-Hulman Institute of Technology (RHIT)
Emilie Deibel
Rose-Hulman Institute of Technology (RHIT)
Liz Klaas
Rose-Hulman Institute of Technology (RHIT)
Kaylee Pate
Rose-Hulman Institute of Technology (RHIT)
Elisa Weber
Rose-Hulman Institute of Technology (RHIT)
Katherine Cohen
Rice University
Anna Guseva
Rice University
Stefanie King
Rice University
Soohyun Yoon
Rice University
Sanika Ambre
Ramnarain Ruia Autonomous College
Shilpa Bhowmick
Ramnarain Ruia Autonomous College
Nishtha Pange
Ramnarain Ruia Autonomous College
Komal Parab
Ramnarain Ruia Autonomous College
Vainav Patel
Ramnarain Ruia Autonomous College
Mitali Patil
Ramnarain Ruia Autonomous College
Aishwarya Rajurkar
Ramnarain Ruia Autonomous College
Mayuri Rege
Ramnarain Ruia Autonomous College
Maithili Sawant
Ramnarain Ruia Autonomous College
Shrutika Sawant
Ramnarain Ruia Autonomous College
Anjali Vaidya
Ramnarain Ruia Autonomous College
Peicheng Ji
Stony Brook University
Fang Luo
Stony Brook University
Guanghui Ma
Stony Brook University
Xin Xu
Stony Brook University
Jiacheng Yin
Stony Brook University
Yinchi Zhou
Stony Brook University
Ke Zhu
Stony Brook University
Yaohua Huang
South China Agriculture University
Yinpin Huang
South China Agriculture University
Jiadong Li
South China Agriculture University
Xuecheng Li
South China Agriculture University
Hao Wang
South China Agriculture University
Ken Wang
South China Agriculture University
Wei Wang
South China Agriculture University
Xinyu Zhang
South China Agriculture University
Jiahua Zou
South China Agriculture University
Minyue Bao
Sichuan University
Han Kang
Sichuan University
Xiaolong Liu
Sichuan University
Yibing Tao
Sichuan University
Ziru Wang
Sichuan University
Fuqiang Yang
Sichuan University
Tianyi Zhang
Sichuan University
Yanling Zhong
Sichuan University
Jiezheng Liu
South China University of Technology
Jingang Liu
South China University of Technology
Lingling Ma
South China University of Technology
Xubo Niu
South China University of Technology
Ling Qian
South China University of Technology
Li Wang
South China University of Technology
Qingyan Yan
South China University of Technology
Nannan Zhao
South China University of Technology
Weixuan Chen
South China University of Technology
Yuxin Zhou
South China University of Technology
Junyang Chen
Shandong University
Junyao Hao
Shenzhen Foreign Languages School
Zhang HuaYue
Shenzhen Foreign Languages School
Peilin Li
Shenzhen Foreign Languages School
Yifei Pei
Shenzhen Foreign Languages School
Jingting Qu
Shenzhen Foreign Languages School
Raven Wang
Shenzhen Foreign Languages School
Xinyue Wang
Shenzhen Foreign Languages School
Kangjie Wu
Shenzhen Foreign Languages School
Yuxuan Wu
Shenzhen Foreign Languages School
Meredith Xiang
Shenzhen Foreign Languages School
Leyi Yang
Shenzhen Foreign Languages School
Zisang Yang
Shenzhen Foreign Languages School
Li Zhaoting
Shenzhen Foreign Languages School
Wenhan Fu
ShanghaiTech University
Zonghao Li
ShanghaiTech University
Weiyi Tang
ShanghaiTech University
Kaida Zhang
ShanghaiTech University
Haocong Li
Second High School Attached to Beijing Normal University (SHSBNU)
Xuze Shao
Second High School Attached to Beijing Normal University (SHSBNU)
Chuyi Yang
Second High School Attached to Beijing Normal University (SHSBNU)
Yuanhong Zeng
Second High School Attached to Beijing Normal University (SHSBNU)
Yanjun Zhou
Second High School Attached to Beijing Normal University (SHSBNU)
Shangzhi Dong
Shanghai High School International Division
Younji Jung
Shanghai High School International Division
Sophie Ruojia Li
Shanghai High School International Division
Tingting Li
Shanghai High School International Division
Jiacheng Yu
Shanghai High School International Division
Shangzhi Dong
Shanghai Foreign Language School
Tingting Li
Shanghai Foreign Language School
Xinyi Miao
Shanghai Foreign Language School
Sibo Wang
Shanghai Foreign Language School
Yiming Ding
Shenzhen College Of International Education
Jiaxi Huang
Shenzhen College Of International Education
Yuqi Li
Shenzhen College Of International Education
Ting Sun
Shenzhen College Of International Education
Qinghe Tian
Shenzhen College Of International Education
Mengxuan Wu
Shenzhen College Of International Education
Jinming Xing
Shenzhen College Of International Education
Xin Xiong
Shenzhen College Of International Education
Yining Yan
Shenzhen College Of International Education
Qiu Yihang
Shenzhen College Of International Education
Jige Zhang
Shenzhen College Of International Education
Yi Zhou
Shenzhen College Of International Education
Zhiyu Zhou
Shenzhen College Of International Education
Zhuoyang Chen
Shanghai Jiao Tong University
Peixiang He
Shanghai Jiao Tong University
Yirui Hong
Shanghai Jiao Tong University
Chia-Yi Hsiao
Shanghai Jiao Tong University
Zhihan Liang
Shanghai Jiao Tong University
Zhixiang Liu
Shanghai Jiao Tong University
Yuncong Ran
Shanghai Jiao Tong University
Shiyu Sun
Shanghai Jiao Tong University
Ruoyu Xia
Shanghai Jiao Tong University
Dongyang Dong
Shandong University
Wenxue Zhao
Shandong University
Miao Hu
Second Military Medical University
Shi Hu
Second Military Medical University
Wei Shi
Second Military Medical University
[NO FIRST NAME IN SCOPUS] Shulun
Second Military Medical University
Han Yan
Second Military Medical University
Yusheng Ye
Second Military Medical University
Yiquan Hong
Shenzhen Middle School
Yuyao Pan
Shenzhen Middle School
Yiran Song
Shenzhen Middle School
Jinhan Zhang
Shenzhen Middle School
Yihang Zhao
Shenzhen Middle School
Dounia Chater
Université Pierre et Marie Curie (UPMC)
Asmaa Foda
Université Pierre et Marie Curie (UPMC)
Yanyan Li
Université Pierre et Marie Curie (UPMC)
Ursula Saade
Université Pierre et Marie Curie (UPMC)
Victor Sayous
Université Pierre et Marie Curie (UPMC)
Yilin Mo
Shenzhen Senior High School
Wenan Ren
Shenzhen Senior High School
Chenxu Zeng
Shenzhen Senior High School
Yixin Cao
Shenzhen Institute of Technology
Clarissa Czekster
University of St Andrews
Izzy Dunstan
University of St Andrews
Simon Powis
University of St Andrews
Bethany Reaney
University of St Andrews
Eva Snaith
University of St Andrews
Cam Young
University of St Andrews
Eva Frankel
Stanford University
Eleanor Glockner
Stanford University
Isaac Justice
Stanford University
Santosh Murugan
Stanford University
Leo Penny
Stanford University
Chrismar Garcia
Kungliga Tekniska Högskolan (KTH)
Stamatina Rentouli
Kungliga Tekniska Högskolan (KTH)
Priya Aggarwal
Stony Brook University
Stephanie Budhan
Stony Brook University
Woody Chiang
Stony Brook University
Dominika Kwasniak
Stony Brook University
Karthik Ledalla
Stony Brook University
Matthew Lee
Stony Brook University
Natalie Lo
Stony Brook University
Matthew Mullin
Stony Brook University
Lin Yu Pan
Stony Brook University
Jennifer Rakhimov
Stony Brook University
Robert Ruzic
Stony Brook University
Manvi Shah
Stony Brook University
Lukas Velikov
Stony Brook University
Sara Vincent
Stony Brook University
Philip Horz
Universität Stuttgart
Nadine Kuebler
Universität Stuttgart
Jan Notheisen
Universität Stuttgart
David Doyle
Shanghai United International School
Jiajun Gu
Shanghai United International School
Wenyue Hu
Shanghai United International School
Shuting Yang
Shanghai United International School
Tao Kehan
Sun Yat-Sen University
Gao Menghan
Sun Yat-Sen University
Mao Xiaowen
Sun Yat-Sen University
Yifei Chen
Sun Yat-Sen University
Ziqi Kang
Sun Yat-Sen University
Haochen Ni
Sun Yat-Sen University
Junyu Chen
Shenzhen University
Lindong He
Shenzhen University
Mingyue Luo
Shenzhen University
Jiaqi Tang
Shenzhen University
Kira Boyce
Readiness Acceleration and Innovation Network
James Lee
Readiness Acceleration and Innovation Network
Michael Martin
Readiness Acceleration and Innovation Network
Judy Van Nguyen
Readiness Acceleration and Innovation Network
Leon Wan
Readiness Acceleration and Innovation Network
Artur Astapenka
Tartu Ülikool
Turan Badalli
Tartu Ülikool
Irina Borovko
Tartu Ülikool
Nadezhda Chulkova
Tartu Ülikool
Ilona Faustova
Tartu Ülikool
Anastasia Kolosova
Tartu Ülikool
Mart Loog
Tartu Ülikool
Artemi Maljavin
Tartu Ülikool
Frida Matiyevskaya
Tartu Ülikool
Vladislav Tuzov
Tartu Ülikool
Catherine Chang
Taipei American School
Ryan Chou
Taipei American School
Jude Clapper
Taipei American School
Tim Ho
Taipei American School
Yi Da Hsieh
Taipei American School
Evelyn Lai
Taipei American School
Leona Tsai
Taipei American School
Kelsey Wang
Taipei American School
Justin Wu
Taipei American School
Viana Isabel Perez Dominguez
Tecnológico de Monterrey
Cesar Ibrahym Rodriguez Fernandez
Tecnológico de Monterrey
Daniela Olono Fierro
Tecnológico de Monterrey
Anna Karen Aguilar Nunez
Tecnológico de Monterrey
Jose Pablo Rascon Perez
Tecnológico de Monterrey
Mario Loya Rivera
Tecnológico de Monterrey
Cynthia Lizeth Gonzalez Trevizo
Tecnológico de Monterrey
Maria Antonia Luna Velasco
Tecnológico de Monterrey
Carlos Javier Cordero Oropeza
Tecnológico de Monterrey
Adrian Federico Hernandez Mendoza
Tecnológico de Monterrey
Jose Arnulfo Juarez Figueroa
Tecnológico de Monterrey
Luis Mario Leal
Tecnológico de Monterrey
Samantha Ayde Pena Benavides
Tecnológico de Monterrey
Victor Javier Robledo Martinez
Tecnológico de Monterrey
Adriana Lizeth Rubio Aguirre
Tecnológico de Monterrey
Andres Benjamin Sanchez Alvarado
Tecnológico de Monterrey
Margarita Sofia Calixto Solano
Tecnológico de Monterrey
Nora Esther Torres Castillo
Tecnológico de Monterrey
Alejandro Robles Zamora
Tecnológico de Monterrey
Esteban de la Pena Thevenet
Tecnológico de Monterrey
Karla Soto Blas
Tecnológico de Monterrey
Ana Laura Torres Huerta
Tecnológico de Monterrey
Armando Cortes Resendiz
Tecnológico de Monterrey
Frida Cruz
Tecnológico de Monterrey
Fernanda Diaz
Tecnológico de Monterrey
Diego Espinoza
Tecnológico de Monterrey
Ana Cristina Figueroa
Tecnológico de Monterrey
Ana Cecilia Luque
Tecnológico de Monterrey
Roberto Portillo
Tecnológico de Monterrey
Carolina Senes
Tecnológico de Monterrey
Diana Tamayo
Tecnológico de Monterrey
Mariano Del Toro
Tecnológico de Monterrey
Ioannis Alexopoulos
Aristotelio Panepistimio Thessalonikis
Alexandros Dimitriou Giannopoulos
Aristotelio Panepistimio Thessalonikis
Yvoni Giannoula
Aristotelio Panepistimio Thessalonikis
Grigorios Kyrpizidis
Aristotelio Panepistimio Thessalonikis
Ma Xinyue
Tongji University
Chen Xirui
Tongji University
Song Zhiwei
Tongji University
Nina Adler
University of Toronto
Amalia Caballero
University of Toronto
Carla Hamady
University of Toronto
Ahmed Ibrahim
University of Toronto
Jasmeen Parmar
University of Toronto
Tashi Rastogi
University of Toronto
Jindian Yang
University of Toronto
Jean Delhomme
Institut National des Sciences Appliquees de Toulouse
Anthony Henras
Institut National des Sciences Appliquees de Toulouse
Stephanie Heux
Institut National des Sciences Appliquees de Toulouse
Yves Romeo
Institut National des Sciences Appliquees de Toulouse
Marion Toanen
Institut National des Sciences Appliquees de Toulouse
Camille Wagner
Institut National des Sciences Appliquees de Toulouse
Paul Zanoni
Institut National des Sciences Appliquees de Toulouse
Thea Lotz
Technische Universität Darmstadt
Elena Nickels
Technische Universität Darmstadt
Beatrix Suss
Technische Universität Darmstadt
Heribert Warzecha
Technische Universität Darmstadt
Jennifer Zimmermann
Technische Universität Darmstadt
Emilien Dubuc
Technische Universiteit Eindhoven
Bruno Eijkens
Technische Universiteit Eindhoven
Sander Keij
Technische Universiteit Eindhoven
Simone Twisk
Technische Universiteit Eindhoven
Mick Verhagen
Technische Universiteit Eindhoven
Maxime van den Oetelaar
Technische Universiteit Eindhoven
Alexander Armstrong
TU Delft
Nicole Bennis
TU Delft
Susan Bouwmeester
TU Delft
Lisa Buller
TU Delft
Kavish Kohabir
TU Delft
Monique de Leeuw
TU Delft
Venda Mangkusaputra
TU Delft
Jard Mattens
TU Delft
Janine Nijenhuis
TU Delft
Timmy Paez
TU Delft
Lisbeth Schmidtchen
TU Delft
Gemma van der Voort
TU Delft
Gao Ge
Tianjin University of Technology
Xu Haoran
Tianjin University of Technology
Li Xiaojin
Tianjin University of Technology
Ejouan Agena
University of Alberta
Ethan Agena
University of Alberta
Scott Bath
University of Alberta
Robert Campbell
University of Alberta
Rochelin Dalangin
University of Alberta
Anna Kim
University of Alberta
Dominic Sauvageau
University of Alberta
Irene Shkolnikov
University of Alberta
Daniel Graves
University of California
Jacob Lang
University of California
Jolee Nieberding-Swanberg
University of California
Achala Rao
University of California
Ares Torres
University of California
Andrew Yao
University of California
Anser Abbas
University of California
Claire Luo
University of California
Xu Zepeng
Chinese Academy of Sciences
Zhao Ziyi
Chinese Academy of Sciences
Janice Chen
University of Chicago
Cian Colgan
University of Chicago
Steve Dvorkin
University of Chicago
Rachael Filzen
University of Chicago
Varun Patel
University of Chicago
Allison Scott
University of Chicago
Patricia Zulueta
University of Chicago
Joaquin Acosta
Universidad de Chile (UCH)
Lucas Araya
Universidad de Chile (UCH)
Francisco Chavez
Universidad de Chile (UCH)
Sebastian Farias
Universidad de Chile (UCH)
Delia Garrido
Universidad de Chile (UCH)
Andres Marcoleta
Universidad de Chile (UCH)
Felipe Munoz
Universidad de Chile (UCH)
Paula Rivas
Universidad de Chile (UCH)
Noelle Colant
University College London (UCL)
Catherine Fan
University College London (UCL)
Stefanie Frank
University College London (UCL)
Jacopo Gabrielli
University College London (UCL)
Paola Handal
University College London (UCL)
Vitor Pinheiro
University College London (UCL)
Stefanie Santamaria
University College London (UCL)
Shamal Withanage
University College London (UCL)
Fang Xue
University College London (UCL)
Antoine Gerard
Universite catholique de Louvain
Marine Lefevre
Universite catholique de Louvain
Fiona Milano
Universite catholique de Louvain
Nina De Sousa Oliveira
Universite catholique de Louvain
Mathieu Parmentier
Universite catholique de Louvain
Luca Rigon
Universite catholique de Louvain
Elizabeth Chamiec-Case
University of Connecticut
Ryan Chen
University of Connecticut
Peter Crowley
University of Connecticut
Shannon Doyle
University of Connecticut
Sricharan Kadimi
University of Connecticut
Toni Vella
University of Connecticut
Natthawut Adulyanukosol
Köpenhamns universitet
Theodore A. Dusseaux
Köpenhamns universitet
Victor Forman
Köpenhamns universitet
Cecilie Hansen
Köpenhamns universitet
Selma Kofoed
Köpenhamns universitet
Simon Louis
Köpenhamns universitet
Magnus Ronne Lykkegaard
Köpenhamns universitet
Davide Mancinotti
Köpenhamns universitet
Lasse Meyer
Köpenhamns universitet
Stephanie Michelsen
Köpenhamns universitet
Morten Raadam
Köpenhamns universitet
Victoria Svaerke Rasmussen
Köpenhamns universitet
Eirikur Andri Thormar
Köpenhamns universitet
Attila Uslu
Köpenhamns universitet
Nattawut leelahakorn
Köpenhamns universitet
Shizhi Ding
University of Electronic Science and Technology of China
Changyu Li
University of Electronic Science and Technology of China
Huishuang Tan
University of Electronic Science and Technology of China
Yinsong Xu
University of Electronic Science and Technology of China
Jianzhe Yang
University of Electronic Science and Technology of China
Diego Gamoneda
University of Florida
Nicole Kantor
University of Florida
Lidimarie Trujillo-Rodriguez
University of Florida
Matthew Turner
University of Florida
Stephan George
University of Georgia
Kelton McConnell
University of Georgia
Chynna Pollitt
University of Georgia
Ihya Fakhrurizal Amin
Universitas Indonesia
Muhammad Ikhsan
Universitas Indonesia
Valdi Ven Japranata
Universitas Indonesia
Andrea Laurentius
Universitas Indonesia
Luthfian Aby Nurachman
Universitas Indonesia
Muhammad Iqbal Adi Pratama
Universitas Indonesia
Yvette Dirven
Universitetet i Oslo
Lisa Frohlich
Universitetet i Oslo
Dirk Linke
Universitetet i Oslo
Verena Mertes
Universitetet i Oslo
Rebekka Rekkedal Rolfsnes
Universitetet i Oslo
Athanasios Saragliadis
Universitetet i Oslo
Sandra Castillo
University of Iowa
Sathivel Chinnathambi
University of Iowa
Craig Ellermeier
University of Iowa
Jennifer Farrell
University of Iowa
Jan Fassler
University of Iowa
Ernie Fuentes
University of Iowa
Sean Ryan
University of Iowa
Edward Sander
University of Iowa
Amie Bott
University of Illinois
Liam Healy
University of Illinois
Pranathi Karumanchi
University of Illinois
Alex Ruzicka
University of Illinois
Ziyu Wang
University of Illinois
Gabriel Byatt
Universite Laval
Philippe C. Despres
Universite Laval
Alexandre Dube
Universite Laval
Pascale Lemieux
Universite Laval
Florian Lepetit
Universite Laval
Louis-Andre Lortie
Universite Laval
Francois D. Rouleau
Universite Laval
Seth Barrington
University of La Verne
Cynthia Basulto
University of La Verne
Sabrina Delgadillo
University of La Verne
Karen De Leon
University of La Verne
Micah Madrid
University of La Verne
Catherosette Meas
University of La Verne
Angelica Sabandal
University of La Verne
Magaly Aguirre Sanchez
University of La Verne
Jennifer Tsui
University of La Verne
Noble Woodward
University of La Verne
Rohith Battina
University of Maryland
Jess Boyer
University of Maryland
Arjun Cherupalla
University of Maryland
Jason Chiang
University of Maryland
Mary Heng
University of Maryland
Collin Keating
University of Maryland
Tommy Liang
University of Maryland
Chun Kit Loke
University of Maryland
Jacob Premo
University of Maryland
Keerthana Srinivasan
University of Maryland
John Starkel
University of Maryland
Daniel Zheng
University of Maryland
Gabe Astorino
University of Nebraska - Lincoln
Rachel Van Cott
University of Nebraska - Lincoln
Jintao Guo
University of Nebraska - Lincoln
Drew Kortus
University of Nebraska - Lincoln
Wei Niu
University of Nebraska - Lincoln
Paulo J. C. Freire
Universidade Estadual Paulista (UNESP)
Danielle Biscaro Pedrolli
Universidade Estadual Paulista (UNESP)
Nathan Vinicius Ribeiro
Universidade Estadual Paulista (UNESP)
Bruna Fernandes Silva
Universidade Estadual Paulista (UNESP)
Nadine Vaz Vanini
Universidade Estadual Paulista (UNESP)
Mariana Santana da Mota
Universidade Estadual Paulista (UNESP)
Larissa de Souza Crispim
Universidade Estadual Paulista (UNESP)
Tyler Chapman
University of New South Wales (UNSW)
Tobias Gaitt
University of New South Wales (UNSW)
Megan Jones
University of New South Wales (UNSW)
Emily Watson
University of New South Wales (UNSW)
Guillem Lopez-Grado
Universitat Pompeu Fabra
Laura Sans
Universitat Pompeu Fabra
Matilda Brink
Uppsala universitet
Varshni Rajagopal
Uppsala universitet
Elin Ramstrom
Uppsala universitet
Anna Bete
Carroll High School
Yazmin Camacho
Carroll High School
Jonah Carter
Carroll High School
Christina Davis
Carroll High School
Jason Dong
Carroll High School
Amy Ehrenworth
Carroll High School
Michael Goodson
Carroll High School
Chris Guptil
Carroll High School
Max Herrmann
Carroll High School
Chia Hung
Carroll High School
Hayley Jesse
Carroll High School
Rachel Krabacher
Carroll High School
Dallas McDonald
Carroll High School
Peter Menart
Carroll High School
Travis O’Leary
Carroll High School
Laura Polanka
Carroll High School
Andrea Poole
Carroll High School
Vanessa Varaljay
Carroll High School
Alana Appel
United States Military Academy at West Point
John Cave
United States Military Academy at West Point
Liz Huuki
United States Military Academy at West Point
Matt McDonough
United States Military Academy at West Point
Channah Mills
United States Military Academy at West Point
Alex Mitropoulos
United States Military Academy at West Point
James Pruneski
United States Military Academy at West Point
Ken Wickiser
United States Military Academy at West Point
Felipe Xavier Buson
Universidade de Sao Paulo (USP)
Vinicius Flores
Universidade de Sao Paulo (USP)
Guilherme Meira Lima
Universidade de Sao Paulo (USP)
Caio Gomes Tavares Rosa
Universidade de Sao Paulo (USP)
Guanke Bao
University of Science and Technology Beijing
Haitao Dong
University of Science and Technology Beijing
Zhi Luo
University of Science and Technology Beijing
Jiarong Peng
University of Science and Technology Beijing
Yongyan An
University of Science and Technology of China
Cheng Cheng
University of Science and Technology of China
Zhenyu Jiang
University of Science and Technology of China
Linzhen Kong
University of Science and Technology of China
Chenfei Luo
University of Science and Technology of China
Liudong Luo
University of Science and Technology of China
Yingying Shi
University of Science and Technology of China
Erting Tang
University of Science and Technology of China
Ping Wang
University of Science and Technology of China
Yuyang Wang
University of Science and Technology of China
Guiyang Xu
University of Science and Technology of China
Wenfei Yu
University of Science and Technology of China
Bonan Zhang
University of Science and Technology of China
Qian Zhang
University of Science and Technology of China
David Garcia
University of Tennessee
Nannan Jiang
University of Tennessee
Brandon Kristy
University of Tennessee
Ralph Laurel
University of Tennessee
Karl Leitner
University of Tennessee
Frank Loeffler
University of Tennessee
Steven Ripp
University of Tennessee
Morgan Street
University of Tennessee
Khadija Amheine
Universiteit Utrecht
Felix Bindt
Universiteit Utrecht
Meine Boer
Universiteit Utrecht
Mike Boxem
Universiteit Utrecht
Jolijn Govers
Universiteit Utrecht
Seino Jongkees
Universiteit Utrecht
Lorenzo Pattiradjawane
Universiteit Utrecht
Pim Swart
Universiteit Utrecht
Helen Tsang
Universiteit Utrecht
Floor de Graaf
Universiteit Utrecht
Marjolijn ten Dam
Universiteit Utrecht
Franca van Heijningen
Universiteit Utrecht
Yadira Boada
Universitat Politecnica de Valencia (UPV)
Alejandro Vignoni
Universitat Politecnica de Valencia (UPV)
Valentas Brasas
Vilniaus universitetas
Aukse Gaizauskaite
Vilniaus universitetas
Gabrielius Jakutis
Vilniaus universitetas
Simas Jasiunas
Vilniaus universitetas
Ieva Juskaite
Vilniaus universitetas
Justas Ritmejeris
Vilniaus universitetas
Dovydas Vaitkus
Vilniaus universitetas
Tomas Venclovas
Vilniaus universitetas
Kornelija Vitkute
Vilniaus universitetas
Hanna Yeliseyeva
Vilniaus universitetas
Kristina Zukauskaite
Vilniaus universitetas
Justina Zvirblyte
Vilniaus universitetas
Laurynas Karpus
Vilniaus universitetas
Ignas Mazelis
Vilniaus universitetas
Irmantas Rokaitis
Vilniaus universitetas
Ngozi D. Akingbesote
University of Virginia
Dylan Culfogienis
University of Virginia
William Huang
University of Virginia
Kevin Park
University of Virginia
Janvi Ahuja
The University of Warwick
Christophe Corre
The University of Warwick
Gurpreet Dhaliwal
The University of Warwick
Rhys Evans
The University of Warwick
Kurt Hill
The University of Warwick
Olivor Holman
The University of Warwick
Alfonso Jaramillo
The University of Warwick
Alizah Khalid
The University of Warwick
Jack Lawrence
The University of Warwick
Laura Mansfield
The University of Warwick
James O’Brien
The University of Warwick
June Ong
The University of Warwick
Satya Prakash
The University of Warwick
Jonny Whiteside
The University of Warwick
Karl Anderson
University of Washington
Emily Chun
University of Washington
Grace Kim
University of Washington
Aerilynn Nguyen
University of Washington
Chemay Shola
University of Washington
Dorsa Toghani
University of Washington
Angel Wong
University of Washington
Joanne Wong
University of Washington
Jay Yung
University of Washington
Elizabeth Johnson
Washington University in St. Louis
Divangana Lahad
Washington University in St. Louis
Kyle Nicholson
Washington University in St. Louis
Havisha Pedamallu
Washington University in St. Louis
Cam Phelan
Washington University in St. Louis
Clara Fikry
University of Waterloo
Leah Fulton
University of Waterloo
Nicole Lassel
University of Waterloo
Dylan Perera
University of Waterloo
Marina Robin
University of Waterloo
Nicolette Shaw
University of Waterloo
Kyle Bowman
University of Westminster
Sarah Coleman
University of Westminster
Kristian Emilov
University of Westminster
Camila Gaspar
University of Westminster
Jenaagan Jenakendran
University of Westminster
Sara Mubeen
University of Westminster
Marko Obrvan
University of Westminster
Caroline Smith
University of Westminster
Tang Bo
Wuhan University
Chang Tianyi
Wuhan University
Du Liaoqi
Wuhan University
Xing Yuan
Wuhan University
Qing Yue
Wuhan University
Stephanie Do
College of William and Mary
Xiangyi Fang
College of William and Mary
Ethan Jones
College of William and Mary
Jessica Laury
College of William and Mary
Wukun Liu
College of William and Mary
Adam Oliver
College of William and Mary
Lillian Parr
College of William and Mary
Margaret Saha
College of William and Mary
Chengwu Shen
College of William and Mary
Tinh Son
College of William and Mary
Julia Urban
College of William and Mary
Yashna Verma
College of William and Mary
Hanmi Zhou
College of William and Mary
Shan Dong
Worldshaper Wuhan
Zhengguo Hao
Worldshaper Wuhan
Yi Kuang
Worldshaper Wuhan
Ting Liu
Worldshaper Wuhan
Rui Zhou
Worldshaper Wuhan
Beck Arruda
Worcester Polytechnic Institute
Natalie Farny
Worcester Polytechnic Institute
Mei Hao
Worcester Polytechnic Institute
Camille Pearce
Worcester Polytechnic Institute
Alex Rebello
Worcester Polytechnic Institute
Arth Sharma
Worcester Polytechnic Institute
Kylie Sumner
Worcester Polytechnic Institute
Bailey Sweet
Worcester Polytechnic Institute
Du Mengtao
Xi'an Jiaotong University
Junliang Lin
Xi'an Jiaotong-Liverpool University
Fan Peiyao
Xi'an Jiaotong University
Fang Xinlei
Xi'an Jiaotong University
Niangui Cai
Xiamen University
Junhong Chen
Xiamen University
Yousi Fu
Xiamen University
Yunyun Hu
Xiamen University
Ye Qiang
Xiamen University
Qiupeng Wang
Xiamen University
Ruofan Yang
Xiamen University
Chen Yucheng
Xiamen University
Jiyang Zheng
Xiamen University
Kevin Chang
Yale University
Cecily Gao
Yale University
Farren Isaacs
Yale University
Kevin Li
Yale University
Ricardo Moscoso
Yale University
Jaymin Patel
Yale University
Lauren Telesz
Yale University
Alice Tirad
Yale University
Qinhao Cao
Zhejiang University
Xinhua Feng
Zhejiang University
Yinjing Lu
Zhejiang University
Xianyin Zhang
Zhejiang University
Xuanhao Zhou
Zhejiang University
Dongchang Sun
Zhejiang University of Technology
Zhe Yuan
Zhejiang University of Technology
Jiajie Zhou
Zhejiang University of Technology
Communications Biology
23993642 (eISSN)
Vol. 3 1 512Ämneskategorier
Cellbiologi
DOI
10.1038/s42003-020-01127-5
PubMed
32943734