Sophie Karolczak, Dowling Lab, Genetics and Genome Biology, Hospital for Sick Children, Canada
As a graduate student who started my program during the Covid-19 pandemic, I have never attended an in-person conference. I have heard stories of the serendipitous connections during social hours that turn into amazing future collaborations, and the opportunities to visit new places, both domestic and abroad. However, this has not been my reality in the conferences I have attended thus far. I have been sitting in my living room in Toronto, often in a different time zone than the conference, hoping that my Wifi will stay connected long enough to hear a talk!
While being in an actual conference hall with other people sounds quite appealing, I had a really enjoyable time overall attending the Developmental Disorders: From Mechanism to Treatment conference virtually. Allowing speakers to pre-record their talks made the flow really seamless, and for the most part prevented the technological hiccups that we have grown so accustomed to in this day and age. I appreciated the opportunity to chat with the speakers after each round of talks, and the Remo platform allowed for easy hopping from table to table if there were a few people I hoped to reach. During one brief session, I got to meet scientists at varying career stages, from multiple different countries, employing different model organisms, and asking vastly different scientific questions. At times I would just sit there listening to conversations taking place between experts in fields totally different than mine, and I was enjoying every minute of it!
One thing I really appreciated about this conference was the emphasis on the connection between basic science and translational research. We got to hear from researchers doing amazing work at all points along this continuum, including some who managed to follow projects from the discovery of a mutation to implementation of new treatments in the clinic. As someone who is working on the more basic characterization of a disease phenotype but hoping to see treatments head towards the clinic someday, it was fascinating to see how this process can work in real life. I also absolutely loved the patient testimonials, which help remind us that the diseases we study, while sometimes abstract in our minds, are things real people are struggling with every day. I hope to keep seeing this type of session implemented in disease-focused conferences.
Overall, this conference was a fantastic opportunity to hear about cutting-edge science in the disease modelling and developmental biology field, and I look forward to attending it again in the future!
Nicole Edwards, Postdoctoral Fellow, Cincinnati Children’s Hospital, USA
Virtual scientific conferences have made it possible for early career researchers to share our work and interact with colleagues during the COVID-19 pandemic. Having run very successful virtual seminars (namely “Development presents…”) in the past year, I looked forward to a wonderful experience at the online meeting run jointly by the journals Development and Disease Models & Mechanisms, Developmental Disorders: From Mechanism to Treatment. The meeting struck an excellent balance between invited talks, short talks, and flash talks – a series of 3-minute presentations given by participants. Flash talks were a great opportunity to learn about the breadth of science being conducted by meeting participants and gave talking points for discussion time after the talks. Presenting posters at online meetings are challenging, so 3-minute flash talks were a great alternative to get maximum engagement at this virtual meeting.
I greatly appreciated that this meeting also incorporated views and collaborations between physicians, clinical geneticists, and basic scientists working on a variety of disease models. These collaborations are where the rare disease field is headed in order to make the most impact clinically, and to help understand the underlying biology of these developmental disorders. With this, one of the most impactful session included a series of patient and family interviews, reminding us of the real implications our research on rare diseases has.
I had the opportunity to give a ten-minute short talk which I pre-recorded on Zoom, making it overall less stressful and lessened the chances of technical glitches giving a live talk. Having dedicated “Meet the Speaker” networking time afterwards was a plus, and the online platform Remo was easy to navigate and to facilitate discussion. If you couldn’t catch a particular participant you wanted to talk with, it was easy to use the chat feature in Remo to make connections.
Finally, I encourage any early-career researcher to attend a Workshop and/or Journal Meeting run by The Company of Biologists, either virtually or hopefully soon, in-person. Having been to both their in-person and online meetings, I have experienced how much The Company of Biologists strives to support early-career researchers. The Company of Biologists meetings truly are unparalleled opportunities to be involved with the future of your scientific field.
After the excitement and debate covered in the previous Developing news blog, the #devbio twittersphere was a little less controversial these past two weeks, but these are the topics we enjoyed.
Does collecting data drive biology forward?
An article in Nature discussing the importance of hypothesis driven science, not just data collection
Some thoughts from the #devbio community
The importance of theory and ideas (as well as data) for biology. By my @TheCrick colleague Paul Nurse
"Ideas, even tentative ones, are needed, along with the recognition that ideas will change as facts and arguments accumulate.”https://t.co/URohwnR6Ig
This x1000 – really excellent article. For example, there's currently too much single-cell-seq data in developmental biology without scientific ideas attached.
More papers with ideas in them! Not data for the sake of having data! Such an important and timely opinion article from Nobel Laureate Paul Nurse. I’m happy @nature published it and hope they’ll take it into consideration when evaluating submissions!!!https://t.co/fK0oN8Zgb4
Last week was postdoc appreciation week and we loved that our twitter feed was full of students, fellow postdocs and PIs giving thanks to their colleagues. We have collated all the tweets here
Careers tweets
We have also picked out three career-related tweets and the resulting discussions
Complain all you want, Twitter. I’m an academic and it’s the best job in the world. pic.twitter.com/CQogSyEuEl
Getting quite tired of the false choice narrative around Great Science vs Reasonable Pay in academia. Not helpful for trainees who are in their 20s/30s w loans and families. If you want to talk about diversity in STEM, start here
Thanks to the #DevBio community for sharing their thoughts, especially on twitter. If you have some news that you think we should share with the developmental biology community on our blog, please get in touch at thenode@biologists.com. If you are interested in getting involved with writing preLights you can find out more here.
On Wednesday 22 September Development hosted two researchers with interests in genes and development for our tenth Development presents… webinar
Below you’ll find each of the talks, plus a Q&A chaired by Development Editor Haruhiko Koseki. The next #DevPres webinar will be held on 13 October 2021, and chaired by James Briscoe – subscribe to our mailing list for updates.
Hirosuke Shiura (University of Yamanashi) – PEG10 viral aspartic protease domain is essential for the maintenance of fetal capillary structure in the mouse placenta
Thanks to everyone who responded to our call for shout out to, and stories about, the fabulous postdocs in your life. It was wondering to hear from students thanking their mentors, fellow postdocs appreciating the support and friendship of their colleagues and PIs praising their postdocs.
A few highlights from these posts were:
Steve Royle coining the term ‘postdoctacular’, which should hopefully gain traction in the science community
Andrew Bowman appreciating that his postdoc, Alonso, brings huge bottles of wine from Spain
Miguel Branco and Ondine Cleaver bringing our attention to all the different roles a postdoc has to fill
New PIs Maxim Greenberg and Gautam Dey recognising and appreciating the leap of faith a postdoc takes going to a new group (especially in the midst of a pandemic!)
We have included all the tweets we received below. They make this blog really long, but we love the sentiment behind them all, and wanted to give them a permanent place on the Node.
Of course, all these warm fuzzies are great, but interestingly our very first response was from Nishit Srivastava, raising the important subjects of contracts, living conditions and recognition for postdocs. A reminder that, as a community, to really show our appreciation to postdocs we must strive to support them all year around.
If institutes really want to appreciate postdocs, then walk the talk and show it in the form of better contracts, living conditions, and recognise us as the important cog in the wheel of science. https://t.co/SnfhmI8ccM
So appreciative and thankful for my two star postdocs Lomeli and Ezra! They make my science life better with their enthusiasm and ideas making it fun to come to the lab everyday. https://t.co/j8QeXNDczZ
I would like to thank Dr. @Marthabaydoun, my true mentor, my life savior, my inspiration and someone I learnt soooo much scientifically and personally. I hope the best, with all new opportunities and possibilities heading to her life. You go gurl 💪 https://t.co/Vtf2XMkA1a
as a young PI I was lucky to have @GiuGuiducci when I started my lab! She is not only doing amazing science but Is also a great colleagues and a mentor to other students + my right arm in the lab! Go girl! #PostdocAppreciationWeekhttps://t.co/bLWvpt1WxZ
#PostdocAppreciationWeek thanks to ll the postdocs who have inspired me since my undergrad to continue in research. Special thanks to one postdoc who throughout all the lockdowns supported my chemist without a lab phase, despite not being a chemist. 🤩 https://t.co/fxP6mZaeZI
Do not know where I would be without the postdocs I have worked w in my young career. My first two mentors, both postdocs, were exceptional humans and scientists. And in graduate school I’ve had @ZhaoyangLiu_5 and @elle_roberson to look up to as inspiring female scientists. https://t.co/VD2p9aKM2A
Grateful for my undergraduate postdoc mentor and stellar scientist @RobertJHuebner1 ❤️ and for @elle_roberson, the scientist who has inspired me with her work and female empowerment since the day we met ❤️ Thank you! https://t.co/l1DTU6jE5V
Postdoc life is not 'just' being at the bench focusing on your own experiments. The tireless @neverlethetruth and @smamante1 are also mentors, advisors, lab managers, administrators,… And somehow they keep coming to work with a smile! You guys rock. https://t.co/1ggnRbfg18
I don't know how I lucked into them, but @AnaMonteagudo4 and @jrichardalbert both went to a foreign country in the middle of a pandemic to work in a start-up lab. Not only are they great people, but now they are cranking out data! The appreciation (and pride) is immense! https://t.co/vYmTpZhwSR
Postdocs are leaders in the lab. They drive discovery, they mentor, and they think and work so darned hard. I have appreciated @XiaowuGu and @AhujaNH every single day. 🙏 The lab wouldn't be the same without them. https://t.co/Cvmc6ItHSq
In the latest Genetics Unzipped podcast, Dr Kat Arney takes a look at how we learned to read the book of life, from the earliest days of DNA sequencing to the very latest futuristic technologies.
Today, sequencing machines in labs around the world are churning out billions of basepairs of DNA data, and the very latest techniques even promise to allow us to read DNA inside cells. The cost of reading a whole human genome has gone from $2.7 billion dollars for the first one to a few hundred or even less or even zero, depending on how you count it and who’s paying.
And as you’ll know if you’re a fan of this podcast, widespread, cheaper access to rapid DNA sequencing has revolutionised almost every aspect of life sciences research, from personalized medicine and clinical diagnostics to conservation, infectious diseases, evolutionary biology and much, much more.
We’ve come a long way since those early days. So how did we get from there to here?
If you enjoy the show, please do rate and review on Apple podcasts and help to spread the word on social media. And you can always send feedback and suggestions for future episodes and guests to podcast@geneticsunzipped.com Follow us on Twitter – @geneticsunzip
Royal Society Publishing has recently published a special issue of Philosophical Transactions B: Synchrony and rhythm interaction: from the brain to behavioural ecology compiled and edited by Michael D Greenfield, Henkjan Honing, Sonja Kotz and Andrea Ravignani and the articles can be accessed directly at www.bit.ly/PTB1835
Which model is the best for studying human development?
A Perspective article in Nature about the Human Developmental Cell Atlas
Some responses from the #devbio community (note this article created a twitter storm, especially the size of the circles in Fig1c. We have picked out a few twitter threads)
The incredulous responses last week to chick embryos developing similarly to human at early stages explains A LOT. The reality is that all research models have benefits and drawbacks. There isn’t a “best one,” and if we don’t open our minds we miss out on cool discoveries. https://t.co/KsW9SA9TR5
While I do understand all the upset about the recent @Nature paper on the comparison of model oganisms, (see Figure 1c here : https://t.co/GI6WxmEe6i) I am not sure I would be upset for the same reason. Obviously fly is not the best system to reproduce human development, BUT…
There are many wonderful twitter threads offering advice to new graduate students, and indeed much of the advice is relevant to the wider community. Here are a couple of our favourites:
With the new academic year starting, and many people beginning fresh as graduate students, post-docs, or junior faculty, I have been thinking a lot about the core philosophies that govern my own perspectives on science. So I thought I would share. Welcome to The Tao of Cheese
Thanks to the #DevBio community for making this such an interesting couple of weeks, especially on twitter. If you have some news that you think we should share with the developmental biology community on our blog, please get in touch at thenode@biologists.com. If you are interested in getting involved with writing preLights you can find out more here.
For our tenth webinar in the Development presents… series, Development Editor Haruhiko Koseki (RIKEN Center for Integrative Medical Sciences) has invited interesting talks on genes and development.
Pablo Narravo Gil (Principal investigator at the Pasteur Institute) ‘H3K9me3 at Nanog, preparing and promoting the loss of pluripotency’
Hirosuke Shiura (Assistant Professor at the University of Yamanashi) ‘PEG10 viral aspartic protease domain is essential for the maintenance of fetal capillary structure in the mouse placenta’
The webinar will be held in Remo, our browser-based conferencing platform. After the talks you’ll have the chance to meet the speakers and other participants at virtual conference tables. If you can’t make it on the day, talks will be available to watch after the event on the Node. You can also sign up to our mailing list for email alerts.
Formerly known as Mas a Tierra and renamed in 1966, this small mountainous island is a remote tropical paradise known mostly for the fact that it’s said to be the inspiration behind Daniel Defoe’s novel Robinson Crusoe, hence the name.
Today, Robinson Crusoe Island is far-flung holiday destination for intrepid travellers, populated by a small island community of around 600. One day, about fifteen years ago, a woman named Pia Villanueva came to the island on holiday for a relaxing break – or, at least, that is until the islanders discovered that she was a speech therapist…
To tell the story, Kat’s joined by Dr Dianne Newbury, senior lecturer and principal investigator in the molecular genetics of speech and language at Oxford Brookes University.
She and her team have been working with the island population, which contains an unusually high number of people with speech and language impairment, to discover what their genes can teach us about speech and language development, and what happens when this goes awry.
If you enjoy the show, please do rate and review on Apple podcasts and help to spread the word on social media. And you can always send feedback and suggestions for future episodes and guests to podcast@geneticsunzipped.com Follow us on Twitter – @geneticsunzip
Welcome to our monthly scamper through the preprints on developmental biology and stem cells (and other related topics). Bumper section this month is the Genes & genomes section
The preprints this month are hosted on bioRxiv, arXiv and preprints.org – use these links to get to the section you want.
Phase transition specified by a binary code patterns the vertebrate eye cup Revathi Balasubramanian, Xuanyu Min, Peter M.J. Quinn, Quentin Lo Giudice, Chenqi Tao, Karina Polanco, Neoklis Makrides, John Peregrin, Michael Bouaziz, Yingyu Mao, Qian Wang, Bruna L Costa, Diego Buenaventura, Fen Wang, Liang Ma, Stephen H Tsang, Pierre J. Fabre, Xin Zhang
A gene regulatory network for neural induction Katherine E. Trevers, Hui-Chun Lu, Youwen Yang, Alexandre Thiery, Anna C. Strobl, Božena Pálinkášová, Nidia M. M. de Oliveira, Irene M. de Almeida, Mohsin A. F. Khan, Natalia Moncaut, Nicholas M. Luscombe, Leslie Dale, Andrea Streit, Claudio D. Stern
Integrated annotation and analysis of genomic features reveal new types of functional elements and large-scale epigenetic phenomena in the developing zebrafish Damir Baranasic, Matthias Hörtenhuber, Piotr Balwierz, Tobias Zehnder, Abdul Kadir Mukarram, Chirag Nepal, Csilla Varnai, Yavor Hadzhiev, Ada Jimenez-Gonzalez, Nan Li, Joseph Wragg, Fabio D’Orazio, Noelia Díaz, Benjamín Hernández-Rodríguez, Zelin Chen, Marcus Stoiber, Michaël Dong, Irene Stevens, Samuel E. Ross, Anne Eagle, Ryan Martin, Pelumi Obasaju, Sepand Rastegar, Alison C. McGarvey, Wolfgang Kopp, Emily Chambers, Dennis Wang, Hyejeong R. Kim, Rafael D. Acemel, Silvia Naranjo, Maciej Lapinski, Vanessa Chong, Sinnakaruppan Mathavan, Bernard Peers, Tatjana Sauka-Spengler, Martin Vingron, Piero Carninci, Uwe Ohler, Scott Allen Lacadie, Shawn Burgess, Cecilia Winata, Freek van Eeden, Juan M. Vaquerizas, José Luis Gómez-Skarmeta, Daria Onichtchouk, Ben James Brown, Ozren Bogdanovic, Monte Westerfield, Fiona C. Wardle, Carsten O. Daub, Boris Lenhard, Ferenc Müller
Somatic mutation rates scale with lifespan across mammals Alex Cagan, Adrian Baez-Ortega, Natalia Brzozowska, Federico Abascal, Tim H. H. Coorens, Mathijs A. Sanders, Andrew R. J. Lawson, Luke M. R. Harvey, Shriram G. Bhosle, David Jones, Raul E. Alcantara, Timothy M. Butler, Yvette Hooks, Kirsty Roberts, Elizabeth Anderson, Edmund Flach, Simon Spiro, Inez Januszczak, Ethan Wrigglesworth, Matthew W. Perkins, Robert Deaville, Megan Druce, Ruzhica Bogeska, Michael D. Milsom, Björn Neumann, Frank Gorman, Fernando Constantino-Casas, Laura Peachey, Diana Bochynska, Ewan St. John Smith, Moritz Gerstung, Peter J. Campbell, Elizabeth P. Murchison, Michael R. Stratton, Iñigo Martincorena
Kaplow, et al. used a CNN to predict brain OCR ortholog open chromatin status
A 3D transcriptomics atlas of the mouse olfactory mucosa Mayra L. Ruiz Tejada Segura, Eman Abou Moussa, Elisa Garabello, Thiago S. Nakahara, Melanie Makhlouf, Lisa S. Mathew, Filippo Valle, Susie S.Y. Huang, Joel D. Mainland, Michele Caselle, Matteo Osella, Stephan Lorenz, Johannes Reisert, Darren W. Logan, Bettina Malnic, Antonio Scialdone, Luis R. Saraiva
The control of transcriptional memory by stable mitotic bookmarking Maelle Bellec, Jeremy Dufourt, George Hunt, Helene Lenden-Hasse, Antonio Trullo, Amal Zine El Aabidine, Marie Lamarque, Marissa M Gaskill, Heloise Faure-Gautron, Mattias Mannervik, Melissa Harrison, Jean-Christophe Andrau, Cyril Favard, Ovidiu Radulescu, Mounia Lagha
Hematopoiesis at single cell resolution spanning human development and maturation Hojun Li, Jideofor Ezike, Anton Afanassiev, Laura Greenstreet, Stephen Y Zhang, Jennifer Whangbo, Vincent Butty, Enrico Moiso, Guinevere Connelly, Vivian Morris, Dahai Wang, George Q. Daley, Salil Garg, Stella Chou, Aviv Regev, Edroaldo Lummertz da Rocha, Geoffrey Schiebinger, Grant Rowe
Direct reprogramming of human embryonic to trophoblast stem cells Norah M.E. Fogarty, Ahmed Abdelbaki, Afshan McCarthy, Liani Devito, Alice E. Chen, Prabhakaran Munusamy, Paul Blakeley, Kay Elder, Phil Snell, Leila Christie, Paul Serhal, Rabi A. Odia, Mahesh Sangrithi, Kathy K. Niakan
Mesoderm-Derived PDGFRA+ Cells Regulate the Emergence of Hematopoietic Stem Cells in the Dorsal Aorta Vashe Chandrakanthan, Prunella Rorimpandey, Fabio Zanini, Diego Chacon, Young Chan Kang, Kathy Knezevic, Yizhou Huang, Qiao Qiao, Rema A. Oliver, Ashwin Unnikrishnan, Daniel R. Carter, Brendan Lee, Chris Brownlee, Carl Power, Simon Mendez-Ferrer, Grigori Enikolopov, William Walsh, Berthold Göttgens, Samir Taoudi, Dominik Beck, John E. Pimanda
Metabolic control of adult neural stem cell self-renewal by the mitochondrial protease YME1L Gulzar A. Wani, Hans-Georg Sprenger, Kristiano Ndoci, Srikanth Chandragiri, Richard James Acton, Désirée Schatton, Sandra M.V. Kochan, Vignesh Sakthivelu, Milica Jevtic, Jens M. Seeger, Stefan Müller, Patrick Giavalisco, Elena I. Rugarli, Elisa Motori, Thomas Langer, Matteo Bergami
Clonal dynamics of haematopoiesis across the human lifespan Emily Mitchell, Michael Spencer Chapman, Nicholas Williams, Kevin Dawson, Nicole Mende, Emily F Calderbank, Hyunchul Jung, Thomas Mitchell, Tim Coorens, David Spencer, Heather Machado, Henry Lee-Six, Megan Davies, Daniel Hayler, Margarete Fabre, Krishnaa Mahbubani, Fede Abascal, Alex Cagan, George Vassiliou, Joanna Baxter, Inigo Martincorena, Michael R Stratton, David Kent, Krishna Chatterjee, Kourosh Saeb Parsy, Anthony R Green, Jyoti Nangalia, Elisa Laurenti, Peter J Campbell
Image analysis of an Arabidopisis thaliana ovule using MorphographX 2.0 from Strauss, et al.
MorphoGraphX 2.0: Providing context for biological image analysis with positional information Soeren Strauss, Adam Runions, Brendan Lane, Dennis Eschweiler, Namrata Bajpai, Nicola Trozzi, Anne-Lise Routier-Kierzkowska, Saiko Yoshida, Sylvia Rodrigues da Silveira, Athul Vijayan, Rachele Tofanelli, Mateusz Majda, Emillie Echevin, Constance Le Gloanec, Hana Bertrand-Rakusova, Milad Adibi, Kay Schneitz, George Bassel, Daniel Kierzkowski, Johannes Stegmaier, Miltos Tsiantis, Richard S. Smith
Direct reprogramming of human fibroblasts into insulin-producing cells by transcription factors Marta Fontcuberta-PiSunyer, Ainhoa García-Alamán, Èlia Prades, Noèlia Téllez, Hugo Figueiredo, Rebeca Fernandez-Ruiz, Sara Cervantes, Carlos Enrich, Laura Clua, Javier Ramón-Azcón, Christophe Broca, Anne Wojtusciszyn, Anna Novials, Nuria Montserrat, Josep Vidal, Ramon Gomis, Rosa Gasa
Village in a dish: a model system for population-scale hiPSC studies Drew R. Neavin, Angela M. Steinmann, Han Sheng Chiu, Maciej S. Daniszewski, Cátia Moutinho, Chia-Ling Chan, Mubarika Tyebally, Vikkitharan Gnanasambandapillai, Chuan E. Lam, Uyen Nguyen, Damián Hernández, Grace E. Lidgerwood, Alex W. Hewitt, Alice Pébay, Nathan J. Palpant, Joseph E. Powell
Anatomical Structures, Cell Types, and Biomarkers Tables Plus 3D Reference Organs in Support of a Human Reference Atlas Katy Börner, Sarah A. Teichmann, Ellen M. Quardokus, James Gee, Kristen Browne, David Osumi-Sutherland, Bruce W. Herr II, Andreas Bueckle, Hrishikesh Paul, Muzlifah A. Haniffa, Laura Jardine, Amy Bernard, Song-Lin Ding, Jeremy A. Miller, Shin Lin, Marc Halushka, Avinash Boppana, Teri A. Longacre, John Hickey, Yiing Lin, M. Todd Valerius, Yongqun He, Gloria Pryhuber, Xin Sun, Marda Jorgensen, Andrea J. Radtke, Clive Wasserfall, Fiona Ginty, Jonhan Ho, Joel Sunshine, Rebecca T. Beuschel, Maigan Brusko, Sujin Lee, Rajeev Malhotra, Sanjay Jain, Griffin Weber
A Library of Induced Pluripotent Stem Cells from Clinically Well-Characterized, Diverse Healthy Human Individuals Christoph Schaniel, Priyanka Dhanan, Bin Hu, Yuguang Xiong, Teeya Raghunandan, David M. Gonzalez, Rafael Dariolli, Sunita L. D’Souza, Arjun S. Yadaw, Jens Hansen, Gomathi Jayaraman, Bino Mathew, Moara Machado, Seth I. Berger, Joseph Tripodi, Vesna Najfeld, Jalaj Garg, Marc Miller, Colleen S. Lynch, Katherine C. Michelis, Neelima C. Tangirala, Himali Weerahandi, David C. Thomas, Kristin G. Beaumont, Robert Sebra, Milind Mahajan, Eric Schadt, Dusica Vidovic, Stephan C. Schürer, Joseph Goldfarb, Evren U. Azeloglu, Marc R. Birtwistle, Eric A. Sobie, Jason C. Kovacic, Nicole C. Dubois, Ravi Iyengar
Mutationathon: towards standardization in estimates of pedigree-based germline mutation rates Lucie A. Bergeron, Søren Besenbacher, Tychele N. Turner, Cyril J. Versoza, Richard Wang, Alivia Lee Price, Ellie Armstrong, Meritxell Riera, Jedidiah Carlson, Hwei-yen Chen, Matthew W. Hahn, Kelley Harris, April Snøfrid Lo Natalie M Kleppe, Elora H. López-Nandam, Priya Moorjani, Susanne P. Pfeifer, George P. Tiley, Anne D. Yoder, Guojie Zhang, Mikkel H. Schierup
MITI Minimum Information guidelines for highly multiplexed tissue images Denis Schapiro, Clarence Yapp, Artem Sokolov, Sheila M. Reynolds, Yu-An Chen, Damir Sudar, Yubin Xie, Jeremy Muhlich, Raquel Arias-Camison, Milen Nikolov, Madison Tyler, Jia-Ren Lin, Erik A. Burlingame, Sarah Arena, Human Tumor Atlas Network, Young H. Chang, Samouil L Farhi, Vésteinn Thorsson, Nithya Venkatamohan, Julia L. Drewes, Dana Pe’er, David A. Gutman, Markus D. Herrmann, Nils Gehlenborg, Peter Bankhead, Joseph T. Roland, John M. Herndon, Michael P. Snyder, Michael Angelo, Garry Nolan, Jason Swedlow, Nikolaus Schultz, Daniel T. Merrick, Sarah A. Mazzilli, Ethan Cerami, Scott J. Rodig, Sandro Santagata, Peter K. Sorger
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