28 July - 31 July 2026
Integrative analysis of multi-omics data
Description OverviewSpeakers trainers and staffProgrammePractical informationSponsorsMedia kit Overview Funded by EMBO for excellence in the life sciences Course overview Biological and biomedical research frequently employs multiple omics methods multi omics to investigate biological systems comprehensively This approach simultaneously examines various molecular layers DNA RNAs proteins metabolites and helps to overcome limitations inherent in individual technologies These modalities are increasingly profiled at single cell and or spatial resolutions Integrating and analysing these complex datasets poses significant challenges How can we interpret perturbation effects establish associations between molecular profiles and study variables or detect latent variables representing key biological elements like cell types or states Crucially how can we achieve these goals with statistical robustness and scientific rigor facilitating clear and convincing reporting This course addresses those essential questions providing participants with foundational mathematical and conceptual understanding of integrative multi modal data analysis methods Through hands on sessions using state of the art datasets attendees will explore different software tools assess data quality and results identify potential pitfalls evaluate performance optimize model parameters interpret outcomes effectively and embrace open science practices Methods covered include factor analysis multi table ordination and dimensionality reduction techniques notably the widely utilised Multi Omics Factor Analysis MOFA and more recent approaches developed by the course faculty Audience This course is aimed at bioinformatics scientists PhD students and post docs aiming to improve their skills in multi omics data integration methodologies Scientists who themselves have a training role are particularly encouraged to apply Experience with R and or Python and willingness to work with both is a prerequisite for this course Modules Multi table integration motivation concepts and theory Multi omics case studies single cell multi omics spatial omics Data management and open science related topics in multi modal data integration Visualisation and interactive data analysis Learning outcomes The course will provide researchers with an overview and the theoretical foundations of state of the art methods for multi modal integration with a focus on omics data In practical sessions on relevant real world examples from single cell and bulk multi omics studies participants will gain familiarity with software implementations and learn about practical aspects including quality assessment of inputs and outputs method performance assessment choice of tuning parameters interpretation of the model fit and potential pitfalls What past participants say about the course The course was a fantastic overview of the state of the art in multi omics integration with exposure to the top methods and researchers in the field Getting to discuss open problems with the speakers and other participants was invaluable and I ve made some great connections with other attendees which I hope to continue to develop Eleanor Williams Wellcome MRC Cambridge Stem Cell Institute UK The course provides a comprehensive overview of different multiomics data integration techniques with real life applications and an excellent opportunity to network with fellow participants speakers and method developers Adhideb Ghosh ETH Zurich Switzerland Speakers trainers and staff Jana Braunger Heidelberg University Germany Annique Claringbould Erasmus Medical Centre Rotterdam The Netherlands Sascha Dietrich Universit tsklinikum D sseldorf Germany Isil Erbasol Serbes Heidelberg University Germany Francisca Gaspar Vieira Heidelberg University Germany Sebastian Gonzalez Tirado Heidelberg University Germany Hugo Gruson EMBL Heidelberg Germany Wangjun Hu Heidelberg University Germany Wolfgang Huber EMBL Heidelberg Germany Ilia Kats DKFZ Germany Daria Lazic EMBL Heidelberg Germany Yuhong Liu EMBL Heidelberg Germany Junyan Lu Heidelberg University Germany Katharina Mikulik DKFZ Germany Mor Nitzan The Hebrew University of Jerusalem Israel Maximilian Nuber Heidelberg University Germany Manu Saraswat DKFZ Germany Jan Sprengel Heidelberg University Germany Oliver Stegle EMBL Heidelberg DKFZ Germany Jovan Tanevski Heidelberg University Germany Britta Velten Heidelberg University Germany Leoni Zimmermann Heidelberg Univerrsity Germany Scientific organisers Wolfgang Huber EMBL Heidelberg Germany Junyan Lu Heidelberg University Germany Oliver Stegle EMBL Heidelberg DKFZ Germany Britta Velten Heidelberg University Germany Course organisers Juan Camilo Barbosa Caro Scientific Training Officer EMBL Heidelberg Germany Aline Schnieder Course and Conference Team Lead EMBL Heidelberg Germany Programme Day 0 Friday 10 July 2026 Time Europe Berlin Session10 00 11 00Introduction to EMBLeCampus pre course briefing software package installations Day 1 Tuesday 28 July 2026 Time Europe Berlin SessionLocation08 40Bus to EMBL ATCISG Hotel08 50 09 00RegistrationCourtyard Room A B09 00 09 15Welcome and safety instructionsCourtyard Room A B09 15 09 30Course OverviewCourtyard Room A B09 30 10 15Networking Ice breaking activityCourtyard Room A B10 15 11 15Lecture 1 Introductory LectureOliver Stegle EMBL Heidelberg German Cancer Research Center DKFZ GermanyCourtyard Room A B11 15 11 45Coffee break and meet the speaker Oliver StegleCourtyard Room A B11 45 12 45LunchEMBL Canteen12 45 13 45Lecture 2 Probabilistic factor models forintegration of multi omic data MOFA Jana Braunger Heidelberg University GermanyFrancisca Gaspar Vieira Heidelberg University GermanyCourtyard Room A B13 45 15 15Practical 1 First steps with Multi Omics Factor Analysis MOFA data setup method calling troubleshooting and results interpretationJana Braunger Heidelberg University GermanyFrancisca Gaspar Vieira Heidelberg University GermanyJunyan Lu Heidelberg University GermanyMaximilian Nuber Heidelberg University GermanyIsil Erbasol Serbes Heidelberg University GermanyJan Sprengel Heidelberg University GermanyCourtyard Room A B15 15 15 45Coffee break and meet the speaker Jana BraungerCourtyard Room A B15 45 17 15Practical 1 First steps with Multi Omics Factor Analysis MOFA data setup method calling troubleshooting and results interpretationJana Braunger Heidelberg University GermanyFrancisca Gaspar Vieira Heidelberg University GermanyJunyan Lu Heidelberg University GermanyMaximilian Nuber Heidelberg University GermanyIsil Erbasol Serbes Heidelberg University GermanyJan Sprengel Heidelberg University GermanyCourtyard Room A B17 15 19 15Participant flash talksCourtyard Room A B19 15 20 15DinnerEMBL Canteen20 15Bus to ISG HotelATC Entrance Day 2 Wednesday 29 July 2026 Time Europe Berlin SessionLocation08 40Bus to EMBL ATCISG Hotel08 50 09 00Overview of the dayCourtyard Room A B09 00 10 00Lecture 3 Integrating single cell transcriptomics and large scale genetics to understand complex diseasesAnnique Claringbould Erasmus Medical Centre Rotterdam The NetherlandsCourtyard Room A B10 00 10 15Coffee break and meet the speaker Annique ClaringbouldCourtyard Room A B10 15 12 15Participant flash talksCourtyard Room A B12 15 12 30Group pictureCourtyard Room A B12 30 13 15LunchEMBL Canteen13 15 14 45Practical 2 MOFA for single cell multi omics dataIlia Kats German Cancer Research Center DKFZ GermanyWangjun Hu Heidelberg University GermanyYuhong Liu EMBL Heidelberg GermanyKatharina Mikulik German Cancer Research Center DKFZ GermanyMaximilian Nuber Heidelberg University GermanyManu Saraswat German Cancer Research Center DKFZ GermanyCourtyard Room A B14 45 15 45Lecture 4 Understanding complex anddynamic biological systems with single cell omic dataMor Nitzan The Hebrew University of Jerusalem IsraelCourtyard Room A B15 45 16 15Coffee break and meet the speaker Mor NitzanCourtyard Room A B16 15 18 15Pratical 2 Mosaic integration of multi omics single cell dataIlia Kats German Cancer Research Center DKFZ GermanyWangjun Hu Heidelberg University GermanyYuhong Liu EMBL Heidelberg GermanyKatharina Mikulik German Cancer Research Center DKFZ GermanyMaximilian Nuber Heidelberg University GermanyManu Saraswat German Cancer Research Center DKFZ GermanyCourtyard Room A B18 15 18 30Bus to ISG HotelATC Entrance18 30 19 30DinnerISG Hotel19 30 20 30Round table discussion Problems and challenges in data integration including RCR principles ISG Hotel Day 3 Thursday 30 July 2026 Time Europe Berlin SessionLocation08 30 09 00Bus to Neckarm nzplatzISG Hotel09 00 10 00Guided city tourDowntown10 15 10 45Bus to EMBL ATCNeckarm nzplatz10 45 10 50Overview of the dayCourtyard Room A B10 50 11 45Lecture 5 Integrative Spatial omic data analysisJovan Tanevski Heidelberg University GermanyCourtyard Room A B11 45 12 45Practical 3 Integrative analysis of spatial omics dataJovan Tanevski Heidelberg University GermanySebastian Gonzalez Heidelberg University GermanyHugo Gruson EMBL Heidelberg GermanyDaria Lazic EMBL Heidelberg GermanyLeoni Zimmerman Heidelberg University GermanyCourtyard Room A B12 45 13 30LunchCourtyard Room A B13 30 14 30Practical 3 cont Integrative analysis of spatial omics dataJovan Tanevski Heidelberg University GermanySebastian Gonzalez Heidelberg University GermanyHugo Gruson EMBL Heidelberg GermanyDaria Lazic EMBL Heidelberg GermanyLeoni Zimmerman Heidelberg University GermanyCourtyard Room A B14 30 14 45Coffee break and meet the speaker Jovan TanevskiEMBL Canteen14 45 15 45Lecture 6 Spatial Resolved Transcriptomic AnalysisDaria Lazic EMBL Heidelberg GermanyCourtyard Room A B15 45 16 15Coffee break and meet the speaker Daria LazicCourtyard Room A B16 15 17 45Practical 3 cont Integrative analysis of spatial omics dataJovan Tanevski Heidelberg University GermanySebastian Gonzalez Heidelberg University GermanyHugo Gruson EMBL Heidelberg GermanyDaria Lazic EMBL Heidelberg GermanyLeoni Zimmerman Heidelberg University GermanyCourtyard Room A B17 45 18 45Lecture 7 Multi Omics for Precision MedicineJunyan Lu Heidelberg University GermanyCourtyard Room A B18 45 19 30Bus transfer downtownATC Entrance19 30 21 30Course dinnerDowntown Heidelberg Day 4 Friday 31 July 2026 Time Europe Berlin SessionLocation08 40 08 50Bus to EMBL ATC ISG Hotel08 50 09 00Overview of the dayCourtyard Room A B09 00 09 30Discussion Open science and responsible conduct of research in data sciencesWolfgang Huber EMBL Heidelberg GermanyOliver Stegle EMBL Heidelberg German Cancer Research Center DKFZ GermanyCourtyard Room A B09 30 10 30Lecture 8 AI and Multi Modal Data Integration in Clinical StudiesSascha Dietrich University Clinic D sseldorf GermanyCourtyard Room A B10 30 10 45Coffee break and meet the speaker Sascha Dietrich Junyan LuCourtyard Room A B10 45 11 45Lecture 9 Analysis of multi condition single cell dataWolfgang Huber EMBL Heidelberg GermanyCourtyard Room A B11 45 12 30Discussion in small groups time for participants to prepare presentationsCourtyard Room A B12 30 13 15LunchEMBL Canteen13 15 14 00Discussion in small groups time for participants to prepare presentationsCourtyard Room A B14 00 14 30Coffee break and meet the speaker Wolfgang HuberCourtyard Room A B14 30 16 00Presentations DiscussionCourtyard Room A B16 00 16 15Coffee breakCourtyard Room A B16 15 17 30Presentations DiscussionCourtyard Room A B17 30 17 45Feedback and closing remarksCourtyard Room A B17 45Bus to Heidelberg via ISG to train station and city centerATC Entrance Practical information Registration fees The course is limited to 30 participants For selection purposes please note that your application will not be considered without a letter of motivation Registration fees Your registration for the event includes Admission to the event Possibility to submit an abstract if applicable Meals and coffee breaks Course materials Access to the e learning platform A letter to support your visa application for more information check the Travel and accommodation tab For this EMBO course the fees include accommodation and transportation to and from the ISG Hotel to the venue Academia 250PhD Student 250Industry 1100 Confirmation and payment The registration fee should be paid only after acceptance to the course The results will be announced approximately 3 weeks after the application deadline Cancellation policy If you are no longer able to take part in the course please inform your course contact responsible for this event Your registration and the submitted motivation letter will be deleted Please also check our Terms and Conditions for the cancellation policy Submitting a motivation letter 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 Include your relevant skills experience and qualifications showing why you would be suitable for the course Explain why you would like to attend including what you can contribute and how you think you will benefit from the course Please note The limit of 2 000 characters refers to manually typed text and excludes spaces If an error occurs try using a different web browser preferably Google Chrome or Mozilla Firefox If you copy paste the text into the form hidden formatting might still be included which may cause the text to exceed the 2 000 character limit resulting in an error message We recommend you clear all formatting before pasting in the text If you have special symbols in your text make sure you are using Unicode characters otherwise these will not be recognised For detailed instructions please watch our video on how to submit a course motivation letter Please note it is not possible to apply after the motivation letter deadline Further details For further information about registration and motivation letter submission please refer to the FAQ page Financial assistance Financial assistance Limited financial assistance is provided by the EMBL Advanced Training Centre Corporate Partnership Programme and EMBO in the form of travel grants childcare grants and accessibility grants Your place in the meeting is only confirmed by paying the registration fee which is mandatory even when receiving a fee waiver Travel grant The travel grant will cover the cost of travel airfare train bus taxi and visa and or registration fees and is provided up to specified caps which are normally as follows 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 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 Childcare grants 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 child care facility or 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 Boehringer Ingelheim Fonds travel grant Applies to selected courses only Availability will be indicated during the abstract or motivation letter submission process This grant covers costs related to your attendance to 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 EMBO accessibility grant For EMBO Practical Course participants with accessibility needs there is the possibility to apply for an accessibility grant to offset costs incurred by participants or speakers when participating at a course Eligible costs include costs incurred for equipment or adaptations to the course environment or travel costs for an event companion to assist the participant or speaker during the course where necessary While we do our best to accommodate needs please note that extensive changes to the course environment might not be possible Priority will be given to early stage researchers A maximum amount of 500 can be awarded per participant applying for an EMBO accessibility grant In order to apply for this grant for EMBO Practical Courses you must be registered by the application deadline Application Whether you are attending onsite or virtually to apply for financial assistance please follow the steps in the application system During the process of submitting your motivation letter to the system you will be asked which type of grant you want to apply for Applications for financial support will not affect the outcome of your selection results Information about the grant will be sent out shortly after the motivation letter deadline Results Grant allocations are announced by email to all applicants after the selection results Allocation results do not impact your selection to the course Selection for financial assistance 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 Please note that for childcare grants priority will be given to early stage researchers Further details Check out this list of external funding opportunities For further information about financial assistance please refer to the FAQ page Participant selection The selection results will be announced by email to all applicants We aim to announce 3 weeks 21 days after the motivation letter submission deadline but delays may occur Travel and accommodation Visa We can send you a registration confirmation to support your visa procedure not an official invitation letter Please contact the Conference Officer responsible for your event Read our FAQ for more information Travel If you are travelling to Heidelberg via aeroplane train car or long distance bus you can find useful information on our travel information page Accommodation Accommodation in twin rooms including breakfast is also part of the registration fee Accommodation will be booked for the selected participants at the ISG Hotel for the default dates of 27 July 2026 to 1 August 2026 5 nights In case you would like to have a single room please let the hotel know and please note that you will be required to pay a surcharge per night availability of single rooms may be limited This should be paid by you directly to the ISG Hotel during your stay We recommend that all course participants stay at the ISG Hotel for the course Local transportation Course shuttle buses 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 Other local transportation In addition to the shuttle busses there is also the public bus 28 that serves the EMBL campus and taxis can be easily booked at any time For more information please refer to the local transportation RNV website You may also walk from the ISG Hotel to EMBL takes up to 30 minutes Map to walk from ISG Hotel to EMBL Further details Address EMBL Heidelberg Meyerhofstra e 1 69117 Heidelberg Germany For more information about accommodation and travel please refer to the FAQ page Onsite information Here you will find useful information for when you are onsite at the event Catering All meals and coffee breaks are included in the registration fee Our catering staff will prepare a 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 computer training lab or wet labs Internet Wi Fi is available on campus 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 Photography 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 Charging stations There are lockers available next to the stairs leading down into the Auditorium You will find some of those equipped with sockets to charge your smartphone tablet etc 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 Printing 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 Luggage 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 course Lost and found Lost and Found items are kept at the registration desk until the end of the course Nursing room There is a nursing room available in the ATC Rooftop Lounge on level A29 Room for prayers meditation and yoga There is a room for prayer yoga and meditation located on level E0 behind the Auditorium Please be respectful of others using the room EMBL campus map Health and safety notes Please take a moment to read our health and safety policy Do not smoke in any EMBL building Eating and drinking is prohibited in the Auditorium and all laboratories Do not enter any restricted areas or the laboratories unless instructed to do so If first aid is required The first aid room is located next to the ATC Registration Desk room 10 205 Dial the Emergency number 222 from any EMBL internal phone only Be prepared to answer the following questions Where is the accident What happened How many injured Emergency number 06221 387 7821 from mobile phones Please report all accidents to the conference officer at the registration desk In case of fire Press the nearest fire alarm button or the Emergency number 222 from any internal phone A loud fire alarm will go off if an evacuation is required On hearing the alarm leave the building immediately following the escape route and fire wardens and head to one of the meeting points Do not use the lifts Beyond first aid The Heidelberg University Hospital or Universit tsklinikum has a 24 hour accident and emergency facility and is at Im Neuenheimer Feld 672 It is a 8km or a 20 minute taxi ride away from EMBL In a medical emergency the ambulance service generally transports patients to this hospital 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 The EMBL course and conference office team are able to advise you on where to turn for emergency or non emergency medical treatment in Heidelberg and can assist you in making appointments and or arranging transport to get to the pharmacy or a doctor of your choice if necessary Please note we are not however permitted to personally accompany you off campus Sightseeing A variety of activities in Heidelberg can be found on the website of Heidelberg Marketing Technical requirements and event software Technical requirements Below you will find the software and technical requirements for this course You will need admin rights to be able to install the software on your computer and we recommend you try this before the course If you do not have admin rights please contact your technical support team in advance to make sure the software can be installed Additional software 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 Zoom will be used for the live talks and Q A sessions More information will be provided closer to the start of the course Additional information Please find additional information including FAQs and terms and conditions on our Information for Participants page Sponsors 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 conferences or contact sponsorship embl org for further information If you are interested in becoming a media partner of this event please visit our media partnerships webpage Request a sponsorship brochure Warning EMBL advises sponsors to beware of fraudulent 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Wolfgang Huber, Junyan Lu, Oliver Stegle, Britta Velten
EMBO Practical Course
EMBL Heidelberg