ISMB/ECCB 2021
Day 4, Highlights & Recap!

Day 4: Highlights & Recap!

ISMB/ECCB 2021 keeps the science going into day 4 with 10 tracks of innumerable opportunities for discovery, as well as networking and connections for all attendees. Day 4 highlighted 8 different COSI sessions, one special session on Emerging gain-of-function mutations and their characterization by multi-omics network biology, and day 2 of the NIH/OD Office of Data Science Strategy.

Highlights
Distinguished Keynote, Kate Jones gave an enlightening talk on Our Planet, Our Health - Ecosystem approaches to forecasting zoonotic diseases. Today we live longer and more prosperous lives than ever before, as a species we have made huge advances to create conditions for better health for billions of people, however this progress is taking a heavy toll on the planet's natural systems. Kate explored the links and interdependencies between our health and the health of our planet with particular reference to understanding how rapid global environmental change impacts the emergence and spread of high impact infectious diseases like Ebola or Covid. She also discussed how recent advances in the resolution and coverage of remote-sensing satellite data and cutting-edge machine-learning algorithms open up the possibilities of developing global early warning systems to prevent and manage future epidemics.

COSI Recaps

CAMDA
Virtual CAMDA 2021 took off to a full house, with the well over 100 delegates likely grateful that they didn't have to cram into a real room, while reducing their carbon footprint by 50 tons of carbon dioxide. Opening the session, Professor Francesca Ciccarelli of the Francis Crick Institute highlighted advances in predicting cancer driver genes not just at the cohort level but for individual patients, and their cumulative effects in age. This was followed by a variety of contributions by CAMDA delegates from Cambridge, Isarel, Kyiv, and Stanford, who exploited an impressive variety of modern AI language models to identifying scientific papers relevant to drug induced liver injury, as benchmarked by a CAMDA challenge organized jointly with the US FDA with support of IARAI Vienna. The session was rounded off by reports on testing the robustness and reproducibility of computational genomics tools, an in silico evaluation of SARS-CoV-2 primer performance, and an intriguing study of mechanistic models of COVID-19 infection and antiviral interventions. Join us on Thursday for keynotes by Director Weida Tong (NCTR/FDA) about AI myths and their implications on regulatory science, and Director Nikos Kyrpides (DOE Joint Genome Inst) cover Microbiome Data Science from the Earth Microbiome to the Global Virome. The Thursday sessions will then cover studies of antimicrobial resistance and its relationship to phages, as well as a new set of reports on using AI to identify papers on adversarial drug reactions - join us for the talks and lively discussion on the round tables! Programme details also at www.camda.info

EvolCompGen
On the last day of our EvolCompGen COSI, we featured seven enriching presentations on a variety of topics concerning the evolution of genomes, genes, or at the intermediate level of “syntenies” (chromosomal gene clusters). At the gene level, we discussed quantification of introgression (gene flow between species), convergent evolution, phylogenetic profiling, and the identification of new metabolic pathways. At the genome level, we had talks on whole-genome duplication, and more specifically an innovative method for allo-polyploidy versus auto-polyploidy prediction was highlighted. A new model to infer tumor phylogeny and call variants using single-cell data was also presented. The closing talk was on Super-Reconciliation, a novel method for inferring the evolution of syntenies through segmental duplications and HGTs. This presentation made the bridge with the panel discussion, where we discussed a variety of open questions on ancestral genome reconstruction, orthology prediction, and unifying methods for synteny evolution.

The capstone of this year's Evolution and Comparative Genomics track was a panel discussion focusing on the evolution of chromosomal gene clusters, ancestral genome reconstruction, and phylogenetic comparative methods. A spirited discussion ensued touching on tradeoffs between computational costs and accuracy and how the rapid growth of genomic data sets influences this tradeoff, the pros and cons of parsimony versus probabilistic models, hybrid approaches that attempt to assess uncertainty while preserving the speed of parsimony and how such methods can be used to infer convergent evolution, and, finally, whether convergent evolution introduces noise in phylogenetic inference. These discussions aroused so much interest and generated such a lively exchange amidst the panelists, moderators, and participants, that we continued brainstorming for another full hour in a new Zoom e-space after the session ended officially. We wrapped up our three-day COSI enriched with new ideas and new collaboration perspectives.

Stay tuned for award/poster winners and special mentions during the ISMB/ECCB 2021 closing session!

iRNA
The iRNA COSI 2021 kick-off was given by Manuel Irimia who provided a fascinating keynote on the evolution of alternative splicing networks and the extent of their tissue conservation. Today’s contributed talks focused on mRNA stability, circular RNA evolution and prediction, the study of transcriptomics in health-related applications and tools for the analysis of 3D RNA structures. Our first day ended with entertaining flash talks / quiz and poster session.

Text Mining
TM COSI featured two outstanding keynotes, one by Dr. Pysalo (University of Turku) highlighting the evolution of transformers in the biomedical field and opportunities for collaboration. The second keynote was a joint presentation by Dr. Ball (FDA) and Dr. Hirschman (MITRE), reporting on the quest for text mining methods to modernize post-market drug safety assessment at FDA, the needs and challenges, followed by a description of results from the evaluation of methods for automated extraction of adverse drug events, and experiments with humans-in-the-loop. The session selected talks covered applications of text mining methods (both traditional machine learning and Deep learning) across various fields, including -omics (metagenomics, annotations of -omics samples), protein folding, clinical discharge letters, biocuration, and science communication. The COSI ended with the text mining spotlight section with two talks. First, Dr. Lu described efforts at NCBI to bring to the community freely available tools and methods that have been developed in light of their own needs, with a focus on LitSuggest, a web-based system for biomedical literature recommendation and curation, and on TeamTat an annotation tool for team collaboration. Finally, Dr. Poon from Microsoft Health Futures provided an overview of PubMedBERT, and its advantages over other BERT-based models in the biomedical domain.

RegSys
Spread over three days, and attracting approximately 100 attendees in each session, RegSys presented cutting-edge research in regulatory & systems genomics. We enjoyed exciting keynote talks from Céline Vallot, Fabian Theis, Anaïs Baudot, Olga Troyanskaya, Camille Berthelot, and Juanma Vacquerizas, along with four proceedings papers and seventeen contributed talks.

Day 1 focused on advances in characterizing cell type-specific regulatory networks using single cell assays. The keynotes, in particular, demonstrated the power of applying single cell technologies to characterize epigenomic features of cancer drug resistance, and regulatory relationships in large-scale perturbation screens. Day 1 closed with several interesting talks that featured different ways to characterize cooperative interactions between transcription factors.

Day 2 broadened the track themes. Inspirational keynotes integrated multi-modal data types using increasingly powerful computational techniques, yielding insights into the mechanisms underlying human diseases. Day 2 contributed talks spanned themes such as profiling cell-specific splicing events, determining the impact of viral integration events, and analyzing nucleosome features on cell-free DNA.

Day 3 turned to the theme of comparative regulatory genomics, with a keynote and contributed talk characterizing how cell-specific enhancers have evolved across mammals. Day 3 also focused on advances in profiling the three-dimensional organization of the genome. Talks demonstrated methods for increasing the resolution of chromatin interactions, while a keynote cast doubt on whether genome organization influences gene expression.

A steady theme throughout all days and sessions was the growing adoption of neural network techniques in regulatory genomics, with interesting methodological advances demonstrated in several application domains. We had a very enjoyable virtual program overall, and we encourage the RegSys community to continue our conversations on the RegSys slack channels:
https://join.slack.com/t/regsyscommunity/shared_invite/zt-tprp1q5g-pNcDNiFUXyJQacdfY1nGWg

Exhibitor Spotlight:

EMBL-EBI Demo Presentations:

Track Content:
Introduction to EMBL-EBI resources
A guide to EBI search

Cheat-Sheet Section/Platform Tips:
From time to time we may experience technical issues. When in doubt, give the system a quick refresh!

Updating the Time zone
The ISMB/ECCB 2021 virtual platform is enabled with time zone localization to enhance usability. In order to set the platform to your local time zone, click on "Full schedule" and then click on the dark grey "My Time Zone" box to ensure it is activated. Once clicked, the box will darken in color and your schedule will automatically be viewed in your local time zone.

Struggling with UTC conversion - UK +1 CEST +2 EDT -4, CDT -5, MDT -6, PDT -7, AEST +10, Tokyo +9, Beijing +8

Tomorrow, Thursday, July 29: Highlights & Reminders

ISMB/ECCB 2021
Day 4 - Conference Highlights & Things to Know!

Platform Tips:

Updating the Time zone
The ISMB/ECCB 2021 virtual platform is enabled with time zone localization to enhance usability. In order to set the platform to your local time zone, click on "Full schedule" and then click on the dark grey "My Time Zone" box to ensure it is activated. Once clicked, the box will darken in color and your schedule will automatically be viewed in your local time zone.

Struggling with UTC conversion - UK +1 CEST +2 EDT -4, CDT -5, MDT -6, PDT -7, AEST +10, Tokyo +9, Beijing +8

ISMB/ECCB 2021
Day 3, Highlights & Recap!

Day 3: Highlights & Recap!

What a day ISMB/ECCB 2021 just had! Half way through the conference and still going strong. Day 3 dove straight into 10 tracks of science from 7 different COSI sessions, one special session on New developments in AI for Integrating imaging and genomic data, another on Science Communication and Science Journalis, and finally the NIH/OD Office of Data Science Strategy.

Highlights
Day 3 saw the scientific sessions give way to the Distinguished Keynote address by Eduardo Rocha on Horizontal gene transfer driven by self-mobilizable genetic elements allows the acquisition of complex adaptive traits and their transmission to subsequent generations. Transfer speeds up evolutionary processes as exemplified by the acquisition of virulence traits in emerging infectious agents and by antibiotic resistance in many human pathogens. Transfer is also costly because the vectors of horizontal transfer compete within genomes, have their own mobile elements and are often deadly. As a result, genomes are repositories of multiple immune systems from hosts and from mobile elements that interact in complex ways to drive gene flow in communities. The combination of evolutionary genomics and sequence analysis is now opening up these processes to show how they bring into the genome a constant flux of novel genes that favor the establishment and the invention of novel functions.

Special Session Recaps

EDI Panel Discussion Takes Center Stage at NIH ODSS Track (ISMB 2021)
Dr. Susan Gregurick, Director of NIH ODSS, organized and co-chaired with Dr. Karol Watson, Professor of Medicine in the Division of Cardiology at the David Geffen School of Medicine at UCLA, a vibrant panel discussion on "Diversity in Data Science Training and Research."

An array of data science experts from underrepresented groups, coming from academic institutions (e.g., Hispanic-Serving Institutions, HSIs; Historically Black Colleges & Universities, HBCUs), legal industry, and technology industry tackled critical questions focusing on issues of equality, diversity, and inclusion (EDI) in multiple dimensions of data science training and research:

How do we define, measure and operationalize EDI? EDI concepts can mean different things in different settings, and there is no “one size fits all” approach. What must we do to gain support for EDI beyond procedural compliance or symbolic initiatives? What mechanisms do we apply to increase the diversity and/or cultural competence of those involved in data science training? What are the appropriate metrics for evaluating our progress?

Public Affairs & Policy Committee - Science Communication and Science Journalism
The COVID-19 pandemic has brought science into the limelight of public perception in an unprecedented fashion. Scientists have become more present in the media, accelerated transmission of new results has been effected by the public starting to pay attention to unreviewed research reports, journalists have been faced with the requirement to bring such emerging results to the public on short notice. Today's panel moderated by Thomas Lengauer, ISCB's Immediate Past President, focused on challenges facing both scientists and members of the media. Panelists, Kai Kupferschmidt, Independent Science Journalist, Emma Hodcroft, University of Bern, John Moult, Institute for Bioscience and Biotechnology Research (IBBR), and Freya Robb, Science Media Centre, joined to discuss issues on how to best effect communication to the public on science results and also and especially on the science process.

*Live session should be posted within 24 to 48 hours. Please make sure to check back for the recordings and keep the conversations going*


COSI Recaps


BioVis
The first day of BioVis started with a keynote by Seán O’Donoghue about inter-disciplinary practices in biological visualization. Seán shared his experiences using mixed practices in approaching several scientific challenges for instance, in multi-omics and genetic variation analysis, and shared reflections on establishing visualization as a powerful technique. The keynote was followed by an invited talk delivered by Liz Marai on their RuleBender paper that received our newly introduced Test of Time Award, which is given out to an influential paper published at BioVis at least 10 years ago. The following two sessions focused on visualization in the field of genomics as well as cellular and omics data. Besides short talks for abstracts, there was one ISMB proceedings talk and an invited highlight talk given by Jen Rogers. In the evening, a virtual social event was held, which included a memorial for Michel Westenberg, who passed away earlier this year. He was a well-known and highly regarded member of the BioVis community.

The second day started with talks focusing on the integration of visualization and machine learning techniques. While some of the talks explored explainability issues within deep learning techniques for drug repurposing and analysis of high-dimensional data, others looked into how hierarchical visualization and association-focused techniques could support the analysis of transcriptome data and single cell RNA-seq datasets. The next set of talks, featuring another ISMB proceedings and an invited highlight talk by Helena Jambor, introduced new techniques to visualize imaging data using some innovative techniques such as visual exemplars, and novel glyph based representations that serve as pictorial summaries, as well as empirical research outlining best practices for producing effective images in publications. The closing session featured a keynote talk by Jessica Hullman who shared her research and insights on uncertainty visualizations, and how models of inference can transform our understanding of how people reason with data visualizations.

CompMS
The CompMS COSI wrapped up a successful two days on Tuesday. The first day focused on computational metabolomics, and started off with a keynote by Dr. Theodore Alexandrov on how computational mass spectrometry enables spatial and single-cell metabolomics. On the second day Dr. Vadim Demichev shared his views on recent advances enabling high-throughput proteomics during the opening keynote, and during the closing keynote Dr. Ed Huttlin presented the BioPlex project for biological discovery of the 'social network' within a human cell. Additionally, the program featured 15 oral presentations during which speakers discussed a wide range of computational mass spectrometry metabolomics and proteomics advances. Topics reached from developments in single-cell metabolomics, over machine-learning applications in proteomics, all the way to exciting new developments for screening interactome data.

EvolCompGen
We had another exciting day at the Evolution and Comparative Genomics (EvolCompGen) COSI featuring eight talks and several posters coming in from at least three continents. They spanned a variety of subjects from the evolution of proteins, domains, gene content, tumor cells to evolutionary events such as horizontal gene transfer, endosymbiotic gene transfer, copy number alterations, tandem duplication of protein domains and DNA repair through non-homologous-end-joining. We also got to see more examples of machine-learning applied to evolutionary analysis and an exciting webapp for characterizing protein using molecular evolution. Finally, we ended the day with more discussion of domain evolution and linguistic methods applied to cancer. While we miss in-person interactions, we have had a good time connecting with COSI members on Cafe Connect and Slack!

Join us tomorrow for the third and final day of our COSI – not just on Zoom but also on Cafe Connect, and our new community Slack (https://bit.ly/evolcompgen). Also, don’t forget to partake in our closing panel discussion at 14.40 UTC, Jul 28!

Cheat-Sheet Section/Platform Tips:
From time to time we may experience technical issues. When in doubt, give the system a quick refresh!

Updating the Time zone
The ISMB/ECCB 2021 virtual platform is enabled with time zone localization to enhance usability. In order to set the platform to your local time zone, click on "Full schedule" and then click on the dark grey "My Time Zone" box to ensure it is activated. Once clicked, the box will darken in color and your schedule will automatically be viewed in your local time zone.

Struggling with UTC conversion - UK +1 CEST +2 EDT -4, CDT -5, MDT -6, PDT -7, AEST +10, Tokyo +9, Beijing +8

Tomorrow, Wednesday, July 28: Highlights & Reminders

ISMB/ECCB 2021
Day 2 - Conference Highlights & Things to Know

Tuesday, July 27: Highlights & Reminders

Platform Tips

Updating the Time zone
The ISMB/ECCB 2021 virtual platform is enabled with time zone localization to enhance usability. In order to set the platform to your local time zone, click on "Full schedule" and then click on the dark grey "My Time Zone" box to ensure it is activated. Once clicked, the box will darken in color and your schedule will automatically be viewed in your local time zone.

Struggling with UTC conversion - UK +1 CEST +2 EDT -4, CDT -5, MDT -6, PDT -7, AEST +10, Tokyo +9, Beijing +8