Christian Arnold
EMBL Heidelberg
Germany
EMBL Course
ATAC-Seq stands for Assay of Transposase Accessible Chromatin and is a widespread method to profile open chromatin on a genome-scale. The goal of this introductory course is to teach the entire workflow of a single cell ATAC-Seq experiment including library preparation, sequencing, data processing, and downstream analysis by addressing a real biological question that will be answered at the end of the course.
We will start with the experimental single cell ATAC-Seq protocol, highlighting the critical steps, potential pitfalls, and the most up-to-date tweaks to improve the quality of the results. After sequencing the samples we will go through the basic quality control and preprocessing steps using multiple analysis tools for next generation sequencing data.
Finally, we will perform different types of analysis on the processed data, including visualisation, differential peak calling, and differential transcription factor activity profiling to come to a biological conclusion. In addition, we will discuss recent advancements in technology development and algorithms for joint analysis of scRNA and scATAC-seq data, how to use these joint modalities to generate gene regulatory networks, and give an outlook on future perspectives and applications – including ways for multiplexing scRNA/scATAC assays and high-throughput cost-effective options.
This course is directed towards molecular biologists who want to perform scATAC-Seq experiments and/or analysis in their lab.
After this course you should be able to:
“A very well tailored course with fantastic speakers who take you on an exciting journey from wet lab to data analysis!” – Mahdi, Adam Mickiewicz University, Poland
“It was an intense but very informative and motivating week. Both the theoretical and practical parts were perfectly organised. Thank you for the price-worthy experience!” – Kristyna Zavacka, Masaryk University, Czech Republic
EMBL Heidelberg
Germany
EMBL Heidelberg
Germany
EMBL Heidelberg
Germany
ETH Zürich
Switzerland
EMBL Heidelberg
Germany
EMBL Heidelberg
Germany
EMBL Heidelberg
Germany
Element Biosciences
France
EMBL Heidelberg
Germany
10X Genomics
Germany
EMBL Heidelberg
Germany
Nuvisan Innovation Campus Berlin
Germany
EMBL Heidelberg
Germany
EMBL Heidelberg
Germany
EMBL Heidelberg
Germany
EMBL Heidelberg
Germany
EMBL Heidelberg
Germany
EMBL Heidelberg
Germany
EMBL Heidelberg
Germany
EMBL Heidelberg
Germany
Heidelberg University
Germany
EMBL Heidelberg
Germany
Nuvisan Innovation Campus Berlin
Germany
EMBL Heidelberg
Germany
Course and Conference Manager
EMBL Heidelberg
Germany
Scientifc Training Manager
EMBL Heidelberg
Germany
Time | Speaker | Location |
08:40 | Bus from ISG Hotel to EMBL | ISG Hotel entrance |
09:00 – 09:45 | Welcome, introduction and safety briefing Vladimir Benes – EMBL Heidelberg, Germany Ulrike Litzenburger – Nuvisan Innovation Campus Berlin, Germany Judith Zaugg – EMBL Heidelberg, Germany | Courtyard Room A & B |
09:45 – 10:45 | Participants flash talks | Courtyard Room A & B |
10:45 – 11:00 | Coffee break | |
11:00 – 11:45 | Experimental practical: Introduction and preparation to experimental practical Gwen Bauersachs – EMBL Heidelberg, Germany Ulrike Litzenburger – Nuvisan Innovation Campus Berlin, Germany | Training Lab A & B |
11:45 – 12:45 | Lunch | EMBL Canteen |
12:45 – 14:45 | Experimental practical: Sample preparation and transposition Gwen Bauersachs – EMBL Heidelberg, Germany Juan Jauregui – EMBL Heidelberg, Germany Sara Lobato Moreno – EMBL Heidelberg, Germany Hilal Ozgur – EMBL Heidelberg, Germany Karin Prummel – EMBL Heidelberg, Germany Daphne Welter – EMBL Heidelberg, Germany | Training Lab A & B |
14:45 – 17:30 | Experimental practical (with flexible coffee break): GEM formation and elongation Gwen Bauersachs – EMBL Heidelberg, Germany Juan Jauregui – EMBL Heidelberg, Germany Sara Lobato Moreno – EMBL Heidelberg, Germany Hilal Ozgur – EMBL Heidelberg, Germany Karin Prummel – EMBL Heidelberg, Germany Daphne Welter – EMBL Heidelberg, Germany | Training Lab A & B |
17:30-17:45 | Coffee break | |
17:45 – 18:15 | Seminar: Nuclei isolation: Tips and Tricks Karin Prummel – EMBL Heidelberg, Germany | Courtyard Room A & B |
18:15 – 19:00 | Lecture: Single cells ATAC-Seq introduction Ulrike Litzenburger – Nuvisan Innovation Campus Berlin, Germany | EMBL Canteen |
19:00 – 20:15 | Dinner | EMBL Canteen |
20:15 | Bus from EMBL to ISG Hotel |
Time | Speaker | Location |
08:40 | Bus from ISG Hotel to EMBL | ISG Hotel entrance |
09:00 – 12:00 | Experimental practical (with flexible coffee break): Breaking GEMs and library preparation Gwen Bauersachs – EMBL Heidelberg, Germany Juan Jauregui – EMBL Heidelberg, Germany Sara Lobato Moreno – EMBL Heidelberg, Germany Hilal Ozgur – EMBL Heidelberg, Germany Karin Prummel – EMBL Heidelberg, Germany Daphne Welter – EMBL Heidelberg, Germany | Training Lab A & B |
12:00 – 13:00 | Lunch | EMBL Canteen |
13:00 – 13:10 | Results explanation Ulrike Litzenburger – Nuvisan Innovation Campus Berlin, Germany | Training Lab A & B |
13:10 – 14:00 | Lecture: Cyndie Forestier – Element Biosciences, France | Courtyard Room A & B |
14:00 – 15:40 | Bioanalyzer results explained Gwen Bauersachs – EMBL Heidelberg, Germany Karin Prummel – EMBL Heidelberg, Germany Hilal Ozgur – EMBL Heidelberg, Germany | Courtyard Room A & B |
15:00 – 15:40 | Coffee break and GeneCore tour | GeneCore |
15:40 – 16:00 | Start of sequencing run | |
16:00- 16:30 | Coffee break and Q&A | Foyer |
16:30 – 19:30 | Students presentations & pizza | Courtyard Room A & B |
19:30 | Bus from EMBL to ISG Hotel | ATC entrance |
Time | Speaker | Location |
08:40 | Bus from ISG Hotel to EMBL | ISG Hotel entrance |
09:00 – 10:00 | Lecture: Sample Preparation for scATAC Assay: What are important factors Dirk Jürgensen – 10X Genomics, Germany | Courtyard Room A & B |
10:00 – 10:45 | Lecture: A multimodal approach to identify molecular drivers of follicular lymphoma transformation Kristy Ou– EMBL Heidelberg, Germany | Courtyard Room A & B |
10:45– 11:00 | Coffee break | |
11:00 – 11:45 | Lecture: Overview of computational methods for integrating scATAC-Seq and scRNA-seq Judith Zaugg – EMBL Heidelberg, Germany | Courtyard Room A & B |
11:45 – 12:30 | Lecture: sequencing technologies Vladimir Benes – EMBL Heidelberg Germany | Courtyard Room A & B |
12:30 – 13:30 | Lunch | EMBL Canteen |
13:30 – 14:00 | Students presentations II | Courtyard Room A & B |
14:00 – 14:30 | Group photo and coffee break | |
14:30 – 16:00 | Computational practical: Introduction to Linux, R and computational analyses Christian Arnold – EMBL Heidelberg, Germany Ivan Berest – ETH Zürich, Switzerland Annique Claringbould – EMBL Heidelberg, Germany Maksim Kholmatov – EMBL Heidelberg, Germany | Computer Training Lab |
16:00-16:30 | Lecture: AVITI data pre-processing Jan Provaznik – EMBL Heidelberg, Germany | Computer Training Lab |
16:30 – 18:30 | Computational practical: Start computational analysis overnight Christian Arnold – EMBL Heidelberg, Germany Ivan Berest – ETH Zürich, Switzerland Annique Claringbould – EMBL Heidelberg, Germany Maksim Kholmatov – EMBL Heidelberg, Germany | Computer Training Lab |
18:30 – 19:30 | Dinner | EMBL Canteen |
19:30 | Bus from EMBL to ISG Hotel | ATC entrance |
Time | Speaker | Location |
08:40 | Bus from ISG Hotel to EMBL | ISG Hotel entrance |
09:00 – 10:30 | Computational practical (with flexible coffee break) Christian Arnold – EMBL Heidelberg, Germany Ivan Berest – ETH Zürich, Switzerland Annique Claringbould – EMBL Heidelberg, Germany Maksim Kholmatov – EMBL Heidelberg, Germany Kristy Ou – EMBL Heidelberg, Germany Nila Servaas – EMBL Heidelberg, Germany Katharina Zirngibl – University Heidelberg, Germany Charles Dussiau – EMBL Heidelberg, Germany Evi Vlachou – EMBL Heidelberg, Germany | Computer Training Lab |
10:30 – 12:30 | Computational practical Christian Arnold – EMBL Heidelberg, Germany Ivan Berest – ETH Zürich, Switzerland Annique Claringbould – EMBL Heidelberg, Germany Maksim Kholmatov – EMBL Heidelberg, Germany Kristy Ou – EMBL Heidelberg, Germany Nila Servaas – EMBL Heidelberg, Germany Katharina Zirngibl – University Heidelberg, Germany Charles Dussiau – EMBL Heidelberg, Germany Evi Vlachou – EMBL Heidelberg, Germany | Computer Training Lab |
12:30 – 13:30 | Lunch | EMBL Canteen |
13:30 – 14:00 | Lecture: Overview of scATAC computational analyses Ivan Berest – ETH Zürich, Switzerland | Computer Training Lab |
14:00 – 16:00 | Computational practical Christian Arnold – EMBL Heidelberg, Germany Ivan Berest – ETH Zürich, Switzerland Annique Claringbould – EMBL Heidelberg, Germany Maksim Kholmatov – EMBL Heidelberg, Germany Kristy Ou – EMBL Heidelberg, Germany Nila Servaas – EMBL Heidelberg, Germany Katharina Zirngibl – University Heidelberg, Germany Charles Dussiau – EMBL Heidelberg, Germany Evi Vlachou – EMBL Heidelberg, Germany | Computer Training Lab |
16:00 – 16:30 | Coffee break | |
16:30 – 18:30 | Computational practical Christian Arnold – EMBL Heidelberg, Germany Ivan Berest – ETH Zürich, Switzerland Annique Claringbould – EMBL Heidelberg, Germany Maksim Kholmatov – EMBL Heidelberg, Germany Kristy Ou – EMBL Heidelberg, Germany Nila Servaas – EMBL Heidelberg, Germany Katharina Zirngibl – University Heidelberg, Germany Charles Dussiau – EMBL Heidelberg, Germany Evi Vlachou – EMBL Heidelberg, Germany | Computer Training Lab |
18:40 | Bus from EMBL to downtown | ATC entrance |
19:30 | Course dinner downtown at Oskar restaurant | Restaurant |
Time | Speaker | Location |
08:40 | Bus from ISG Hotel to EMBL | ISG Hotel entrance |
09:00 – 09:30 | Lecture: Applications of (sc)ATAC-seq to understand zebra fish in development Mike Dorrity – EMBL Heidelberg, Germany | Computer Training Lab |
09:30 – 12:00 | Computational practical (with flexible coffee break) Christian Arnold – EMBL Heidelberg, Germany Ivan Berest – ETH Zürich, Switzerland Annique Claringbould – EMBL Heidelberg, Germany Maksim Kholmatov – EMBL Heidelberg, Germany Kristy Ou – EMBL Heidelberg, Germany Nila Servaas – EMBL Heidelberg, Germany Katharina Zirngibl – University Heidelberg, Germany Charles Dussiau – EMBL Heidelberg, Germany Evi Vlachou – EMBL Heidelberg, Germany | Computer Training Lab |
12:00 – 13:00 | Lunch | EMBL Canteen |
13:00 – 14:00 | Participants prepare for presentations | Computer Training Lab |
14:00 – 14:30 | Coffee break | |
14:30 – 16:00 | Presentation of results by participants | Computer Training Lab |
16:00 – 16:30 | Wrap-up, end of the course and departure | Computer Training Lab |
16:30 | Bus downtown to Heidelberg train station | ATC entrance |
The course is limited to 18 participants. For selection purposes, please note that your application will not be considered without a letter of motivation.
Registration fees include admission, course materials, COVID-19 safety measures, meals and coffee breaks.
Participants are expected to book and pay their own accommodation and travel expenses.
Academia | €715 |
PhD Student | €715 |
Industry | €1225 |
NO visa support letters will be issued until payment of the registration fee is confirmed.
The registration fee should be paid only after acceptance to the course. The results will be announced approximately 2-3 weeks after the application deadline.
After you have logged in and successfully registered, you will receive an email asking you to submit your motivation letter. Click on the link provided and enter your motivation letter in the text box provided. Alternatively you can submit your motivation letter by clicking on the link on the confirmation page directly after registering.
Instructions
Please note:
For detailed instructions, please watch our video on how to submit a course motivation letter.
For further information about registration and motivation letter submission please refer to the FAQ page.
Limited financial assistance is provided by the EMBL Advanced Training Centre Corporate Partnership Programme and EMBO in the form of registration fee waivers, travel grants and childcare grants.
Your place in the meeting is only confirmed by paying the registration fee, which is mandatory even when receiving a fee waiver.
The fee waiver will cover the registration sum that you have paid to attend the course.
The travel grant will cover the cost of travel (airfare, train, bus, taxi, accommodation, visa, and/or registration fees*) and is provided up to specified caps which are normally as follows:
– up to €400 for participants travelling to an EMBL Course within Europe.
– up to €1000 for participants travelling to an EMBL Course from outside Europe.
– up to €500 for any participant travelling to an EMBO Practical Course.
– up to €1000 for any participant working in Chile, India, Singapore or Taiwan travelling to an EMBO Practical Course.
– up to €700 for any participant working in Croatia, Czech Republic, Estonia, Greece, Hungary, Italy, Lithuania, Luxembourg, Poland, Slovenia, and Turkey travelling to an EMBO Practical Course.
*Registration fees are only covered for EMBO Practical Courses
The organisers may reduce the grant cap to accommodate more participants. Recipients will be notified of their travel cap amount when they are informed of the outcome of their application. Original receipts must be provided with your signature for all costs incurred within two months of completion of travel. Scanned copies cannot be accepted.
There is the possibility to apply for a childcare grant to offset child care costs incurred by participants, speakers, trainers and organisers when attending a course. Eligible costs include (but are not limited to) fees for a babysitter or child-care facility and travel costs for a caregiver. Please note that priority will be given to early-stage researchers. There is a limited amount of funding available for the childcare grants and funds will be distributed amongst eligible applicants.
Applies to selected courses only. Availability will be indicated during the motivation letter submission process.
This grant covers costs related to your attendance at the course (registration, travel and accommodation costs). The grant is restricted to PhD students and postdocs who conduct basic biomedical research.
Whether you are eligible to apply for a travel grant, depends on when you received your university entrance qualification (e.g. Abitur, A-Levels, High School Diploma, Final State Examination):
– for PhD and MD students, as well as graduates, the university entrance qualification must not have been obtained more than 11 years ago at the time of the envisaged course
– for postdocs, the university entrance qualification must not have been obtained more than 13 years ago at the time of the envisaged course
You may apply for financial assistance when submitting your motivation letter for courses. In your application, you will be asked to answer questions regarding why your lab cannot fund your attendance and how your attendance will make a difference to your career. Application for financial support will not affect the outcome of your registration application.
For the Boehringer Ingelheim Fonds Travel Grant, there is a pre-application question during the motivation letter submission process, and if selected you will be requested to complete a standard form and documentation consisting of your travel expense estimation.
The scientific organisers will select the recipients of all financial assistance during the motivation letter selection process. Results will be announced approximately 6-8 weeks before the event start date, however for some events this may be delayed. Selection results do not impact your admission to the course. Selection is based on scientific merit, your current work or study location, the reasons for needing financial support, and the impact this event will have on your career.
Costs will be reimbursed after the meeting only once a reimbursement form and original receipts (from travel costs) have been received.
See our list of external funding opportunities and for further information about financial assistance please refer to the FAQ page.
For travel information, please see here.
If you are travelling to the conference within Germany then you are eligible for the Deutsche Bahn ‘Event Ticket’ (called the ‘Veranstaltungsticket’ in German). This will result in a lower ticket price if your travel distance to Heidelberg is more than 100 km. You need to provide proof of your event attendance when purchasing the ticket.
For more information in English see here or in German see here.
You can book your ticket here.
Accommodation is not included in the registration fee. Participants are expected to book and pay for their own accommodation. A mix of single and twin rooms have been reserved for 5 nights (7 – 12 April 2024) at the ISG Hotel. Single rooms are limited and will be available on a first come, first served basis. After the selection process, selected participants should contact the hotel directly to make a booking with a booking code ATA24-01 by the deadline of 11 March 2024. We recommend that all course participants stay in the dedicated hotel for the course.
Shuttle buses will go from the ISG Hotel to EMBL and back, mornings and evenings. A bus schedule and location of the bus stops will be made available prior to the meeting.
Address: EMBL Heidelberg, Meyerhofstraße 1, 69117 Heidelberg, Germany
For more information about accommodation and travel, please refer to the FAQ page.
All meals and coffee breaks are included in the registration fee. Our catering staff will prepare a wide variety of vegetarian meals, meat and fish dishes, soups, pasta, fresh fruit and vegetables, as well as a variety of desserts.
Please wear your badge at all times when serving yourself.
No food or drinks are allowed in the laboratories.
In most places the electricity is 220 volts AC (50 cycles). An adaptor and a plug that fits the German socket may be needed for your appliances/laptop (i.e. American, Japanese, etc.). A USB charging station for electronic devices is available at the registration desk.
If you are interested in purchasing an EMBL souvenir (products presented in the glass display in the registration area), please ask at the registration desk for more information.
Please read EMBL’s COVID-19 safety policy for on-site events.
Do not smoke in any EMBL building.
Eating and drinking is prohibited in all laboratories.
Do not enter any restricted areas or the laboratories unless instructed to do so.
If first aid is required …
In case of fire …
Beyond first aid…
Please remember to bring your own medication, if needed, to the conference. Note that the next pharmacy is a 4-minute drive from the EMBL, but for many medications you will be required to see a doctor to get a prescription.
Ensure in advance that your medical insurance will cover you during your visit in the event that you do need to see a doctor while in Heidelberg. In any case, the EMBL Course and Conference Office will assist you to get to the pharmacy and a doctor of your choice if necessary.
Wi-Fi is available on campus. Log in using the EMBL-Events network and the event specific password, which will be provided on site. The eduroam network (secure, worldwide roaming access service developed for the international research and education community) is also available.
‘’Lost and Found’’ items are kept at the registration desk until the end of the conference.
There are lockers available on-site to store your luggage, which require a 2 EURO coin to operate. There is another luggage room on level E0, which is free to use but remains unlocked during the conference.
There is a nursing room available in the ATC Rooftop Lounge on level A29.
During the conference, an EMBL Photographer may be taking photos. If you would not like to appear in these, please inform the photographer or a member of the Course and Conference Office.
We can help to print your boarding pass/train ticket. Please send it to events@embl.de and collect your print-outs at the registration desk.
There is a room for prayer, meditation, and yoga located on level E0 behind the Auditorium. Please be respectful of others using the room.
A variety of activities in Heidelberg can be found on the website of Heidelberg Marketing.
During the event, we provide conference shuttle buses to and from EMBL. In addition, there is the public bus 39A that serves the EMBL campus and taxis can be easily booked at any time. Information on the shuttle buses can be found on the individual event website and more detailed information on travelling to EMBL can be found on our Travel Information page.
Address: EMBL Heidelberg, Meyerhofstraße 1, 69117 Heidelberg, Germany
Please find additional information including FAQs, terms and conditions, COVID-19 safety policy and travelling to EMBL on our Information for Participants page.
The EMBL eCampus learning platform will be used to collaborate, communicate and network with all of the course participants. All participants will receive information on how to join shortly before the course. We recommend using Chrome, Safari or Mozilla Firefox browsers for eCampus.
Please find additional information including FAQs, terms and conditions, COVID-19 safety policy and travelling to EMBL on our Information for Participants page.
COVID-19 information for on-site events at EMBL Heidelberg can be found in our COVID-19 FAQs.
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Sponsorship opportunities
We offer a variety of event sponsoring possibilities, with the flexibility to select a set sponsorship package or combine individual sponsorship options to suit your event budget. Discounts are available for companies sponsoring multiple events at EMBL Heidelberg. View other events, or contact sponsorship@embl.de for further information.
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Please also note that:
Suspicious communications purportedly from, for or on behalf of EMBL should be reported to EMBL at the following email address sponsorship@embl.de.
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Date: 8 - 12 Apr 2024
Location: EMBL Heidelberg
Venue: EMBL Advanced Training Centre
Deadline(s):
Application: Closed
Organisers:
Contact: Inna Bösselmann