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With less than three years of additional data, we more than doubled the number of human DMS datasets in this analysis, and it is likely that with projects like the Atlas of Variant Effects (www.varianteffect.org), the availability of such datasets, and their utility for protein variant interpretation, will explode.

Livesey & Marsh

AVE mentioned in recent articles and in the news

Researchers Offer Guidelines for Variant Effect Predictors

30 May 2025

Field of VEPs has grown rapidly, without clear standards

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New guidelines aim to improve transparency and trust in genetic prediction tools

30 April 2025

Researchers from the Institute of Genetics and Cancer have been working with the Atlas of Variant Effects Alliance to provide practical guidelines for releasing new computational tools known as variant effect predictors (VEPs).

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The image features a person with short dark hair, wearing a beige collared shirt. They are smiling softly while standing against a plain, light-colored background. In the top section of the image, there is text describing new guidelines for genetic prediction tools. The background includes blurred elements such as wall decor and light from a window, adding a subtle depth to the composition.

MSS 2025 Update: BioMarin Sponsorship Aims to Drive Progress in Development of Therapies for Rare Diseases

10 April 2025

‘The science in the field of genetic variants is moving really fast and the Mutational Scanning Symposium offers great opportunities to stay connected with other institutions and colleagues at its forefront.’

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A person in a green shirt with crossed arms stands in a modern office with cubicles and large windows.

Spotlight on MSS 2025: Lindorff-Larsen to Address Symposium on Interface Between Variant Effects and Interpretation

7 April 2025

Kresten Lindorff-Larsen, one of the speakers at the 2025 Mutational Scanning Symposium, discusses his upcoming presentation and his background.

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The image shows a man outdoors with a serene body of water in the background. He is smiling slightly and looking directly at the camera. The sky behind him is partially cloudy with a soft, warm sunset glow, casting gentle reflections on the water. He is wearing a plain, dark blue t-shirt and has his arms crossed. The overall ambiance of the image is calm and peaceful.

AVE Alliance Annual Report Chronicles Endeavors to ‘Profoundly Impact Human Health’

21 February 2025

The Atlas of Variant Effects Alliance has chosen “gratitude” as the theme for its 2024 Annual Report and for good reason.

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Cover of "2024 Annual Report" for the Atlas of Variant Effects Alliance with a group photo from the 7th Annual Mutational Scanning Symposium. The top portion displays the title in bold blue text against a white background: "ATLAS OF VARIANT EFFECTS ALLIANCE" followed by "2024 ANNUAL REPORT" in large blue letters. Below this, there is a group photo showing numerous people gathered in a spacious, well-lit interior with glass windows and vibrant orange and red banners in the background.

Q and A with Dr. David Adams on MSS 2025

20 February 2025

Dr. David Adams, founding member of the Atlas of Variant Effects Alliance, will be a featured speaker at the Eighth Annual 2025 Mutational Scanning Symposium, May 21 to 23, in Barcelona.

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Dave Adams - Wellcome Sanger Institute

Mapping Genetic Variants and Their Ties to Disease

13 February 2025

Accelerating discoveries: UW Medicine and the Brotman Baty Institute lead a worldwide effort; Scientists are on track to map 1,000 genes by 2030; and Patients and families are already seeing benefits.

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Revolutionizing Variant Curation with MAVEs

24 January 2025

We explore cutting-edge technologies transforming genetic variant curation: multiplexed assays of variant effect (MAVEs). 

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Revolutionizing Variant Curation with MAVEs

MSS 2025 Speakers will Offer Perspectives on AI, Bioengineering, and Other Topics

5 November 2024

A dozen experts on subjects, ranging from computational biology to bioengineering to AI, have been confirmed for the Eighth Annual Mutational Scanning Symposium, May 21st through 23rd in Barcelona, Spain.

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MSS 2025 speakers

Researchers, Clinicians, Funders Create Roadmap for Clinical Atlas of Variant Effects by 2030

21 October 2024

‘Tight integration of AI and experiments needed to optimize allocation of resources and deliver high-quality variant effect information’

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Doug Jacket

Lead Organizers Offer Insights into Planning for 8th Annual Mutational Scanning Symposium

17 October 2024

The 8th annual Mutational Scanning Symposium will be held in Barcelona, Spain, May 21-23, at the Barcelona Biomedical Research Park

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Benedetta, Mafalda, Jonny - MSS 2025

Interview with Julia Foreman (DECIPHER) -There is so much potential in the reclassification of variants’

19 August 2024

Even before making strides in human genetic variant interpretation, Dr. Julia Foreman, Ph.D., always enjoyed studying the effects of mutations. “Genetics is fascinating, particularly developmental genetics,” she proclaims.

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Julia Foreman

Gene editing innovation to improve genome variant exploration

14 August 2024

The haploid cell line HAP1 LIG4 KO has been modified to be highly efficient for CRISPR-based experiments by researchers at the Wellcome Sanger Institute. Available via Revvity to both academic and industry researchers, the cell line has been used to greatly increase gene editing rates in Saturation Genome Editing (SGE) experiments to assess variant effects at scale, with many other applications possible.

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Gene editing innovation to improve genome variant exploration

Thousands of high-risk cancer gene variants identified

15 July 2024

Researchers have mapped the exact variants in a gene that dramatically increase a person’s risk of developing several types of cancer. This could lead to improved early detection and targeted treatment across diverse populations.

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Dermatologist examining moles of patient in clinic

MSS 2024: Recap and Observations from Sumaiya Iqbal and Doug Fowler

31 May 2024

BBI's Dr. Doug Fowler and Dr. Sumaiya Iqbal of the Broad Institute reflect on the 2024 Mutational Scanning Symposium and offer suggestions for the 2025 event  

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Sumaiya and Doug

Q&A with JT Neal on Planning for the 2024 Mutational Scanning Symposium

7 March 2024

J.T. Neal, Ph.D., of the Broad Institute of MIT and Harvard, is leading the planning and organization for the 2024 Mutational Scanning Symposium.

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JT Neal

Unparalleled Opportunity to Hear from Leaders on New Trends in Computational Science, Genomics, and Precision Medicine

15 February 2024

Seventh Annual Mutational Scanning Symposium Set for May 22 – 24 at Broad Institute

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MSS 2024

Reflecting on a Year of ‘Unprecedented Progress’

17 January 2024

Highlights from the Atlas of Variant Effects Alliance’s 2023 Annual Report

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Fowler and Hurles

Nine billion and counting - Mapping the human variants and their effects on health and disease

16 January 2024

The Atlas of Variant Effects Alliance celebrates its fourth year this month. A collaboration of multiple institutes, including the Wellcome Sanger Institute, the Alliance has the aim of assessing the effects of all variants in our genomes. In this blog, we highlight the Alliance’s achievements and the diverse community underpinning such a colossal effort.

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Nine billion and counting - Mapping the human variants and their effects on health and disease

Map of disease-causing mutations in neurodevelopmental disorders and cancer revealed

6 December 2023

Scientists have created the first extensive map showing how all possible genetic changes can affect health in the gene DDX3X, leading to valuable insights into the underlying mechanisms of neurodevelopmental disorders and cancer.

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ddx3x software

Building an atlas of gene variants to understand health and disease

27 August 2023

Mutational scanning technologies are revolutionising the way we understand human genetic variation. A symposium in July brought together researchers from over 50 countries to explore the possibilities of this incipient genomic method, and how it can benefit clinicians and patients.

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AVE splash

Exploring variant effects to advance precision medicine

1 August 2023

Dr Sounak Sahu is a postdoctoral fellow at the National Cancer Institute (NCI), National Institutes of Health (NIH), USA and his research focuses on the development of Multiplexed Assays for Variant effects (MAVE) for breast cancer susceptibility genes. 

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Sounak Sah - NIH

Following Up on MSS 2023: Perspectives from Two Participants

28 July 2023

The 6th annual Mutational Scanning Symposium was held July 13 and 14 in the UK. Drs. Raghavan Varadarajan, a biophysicist and professor at the Indian Institute of Science, and Yann Ilboudo, a research associate at McGill University, offer their reflections

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MSS 2023 Q&A Scientists

Collection of Alex Cagan Illustrations from the Symposium

14 July 2023

The live sketches by @ATJCagan from the second and final day of #VariantEffect23

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Poster flash talks

What to Expect at the MSS 2023

23 June 2023

A Q&A with Keynote Speaker Dr. Frederick (Fritz) Roth

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Fritz Roth

MSS 2023 Planners Explore Expected Symposium Highlights and Opportunities

23 May 2023

Drs. Clare Turnbull of The Institute of Cancer Research in the UK and David Adams of the Wellcome Sanger Institute in the UK serve on the Scientific Program Committee for the 2023 Mutational Scanning Symposium, July 13 and 14.

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Adams and Turnbull

Accidental Entrepreneur

23 March 2023

Interview with Matthew Hurles, Head of the Human Genetics programme and incoming Director of the Wellcome Sanger Institute.

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Matt Hurles

Looking Back and Charting the Course Ahead: AVE Alliance’s 2022 Annual Report

31 January 2023

The first annual report of the Atlas of Variant Effects Alliance, an international consortium of more than 400 geneticists, biologists, clinicians, mathematicians, and other scientists, outlines several highlights from 2022 and looks ahead to opportunities and challenges in 2023

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Broad Mutational Scanning Symposium

The Sherlock Holmes Moment

28 September 2022

GWord podcast with Prof Matthew Hurles 

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Matthew Hurles

Q&A: Highlights of the 2022 Mutational Scanning Symposium

27 June 2022

Organizer Dr. Fritz Roth and keynote speakers Drs. Clare Turnbull and Doug Fowler offer their observations and insights of the event and suggestions for the 2023 symposium to be held in the U.K.

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Clare, Doug and Fritz

GA4GH OmicsXchange Podcast

27 May 2022

Atlas Variant Effects Alliance and interpreting human genetic variation with Clare Turnbull and Lea Starita

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Omics exchange

Q&A with Dr. Frederick Roth

17 May 2022

Lead organizer of the 5th Annual Mutational Scanning Symposium, in-person and online, June 13 and 14 in Toronto

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MSS 2022 flyer

5th Annual Mutational Scanning Symposium Set for June in Toronto

28 April 2022

Symposium Lead Organizer Dr. Frederick Roth: “The promise of personalized medicine requires that we know how to interpret the impact of billions of genetic variants that already exist in humanity”

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Fritz Roth

The diagnostic odyssey: A journey into genetic testing for rare diseases

23 February 2022

Genetics Society Podcast) featuring Dr Joe Marsh: “Understanding the role of Variants of Unknown Significance in rare disease”

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Genetics Unzipped

All About EVE

27 October 2021

AI model EVE shows capacity to interpret meaning of human gene variants as benign or disease-causing 

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DNA

Looking Back and Projecting Ahead as AVE Celebrates One Year

21 October 2021

This October marks the one-year anniversary of the Atlas of Variant Effects (AVE) Alliance.

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Lea trio

Mapping the effects of genetic variation, one letter at a time

13 October 2021

A global project seeks to generate and analyze all possible variants of hundreds of protein-coding genes and learn how they might influence health and disease.

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JT Neal

U of T researchers to study effects of genetic variation on health

13 September 2021

Donnelly Centre researchers Frederick Roth and Mikko Taipaile will contribute to a joint study that examines how genetic variations affect disease risk and severity

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Fritz and mikko

University of Washington awarded $16M for ‘third phase’ of human genome research

9 September 2021

University of Washington scientists will help decode how variations in DNA influence health and disease with $16 million in new funding.

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Genomic variants are what-make us different from each other

Understanding the functional consequences of every single mutation in Your Favourite Gene

1 September 2021

A central problem in genomic medicine is understanding the effects of individual DNA variants. Although their function can be explored in the lab, assessing variants individually is both time and resource intensive. Multiplexed Assays of Variant Effect (MAVEs) are a family of experimental techniques that allow researchers to measure all possible variants of a gene or other functional element at once.

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Alan Rubin

Folate Deficiency Demystified – Why Some People May be at Greater Risk of Disease

1 July 2021

As many expectant mothers know, getting enough folate is key to avoiding neural tube defects in the baby during pregnancy. But for the individuals who carry certain genetic variants, dealing with folate deficiency can be a life-long struggle which can lead to serious neurological and heart problems and even death.

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Spinach

Q&A with Dr. Xiaoyan “Isaac” Jia

21 April 2021

China-Based Scientist to Present at Upcoming Mutational Scanning Symposium

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Dr Jia

Scientists launch 'Herculean' project creating atlas of human genome variants

1 April 2021

An international consortium of geneticists, biologists, clinicians, mathematicians, and other scientists is determined to take the study of the human genome to the next level - creating a comprehensive atlas of genetic variants to advance the understanding, diagnosis, and treatment of disease.

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AVE splash