Evidence map›Paper›PMID 33726816›Full record

ArticleGenome medicine2021

Integration of whole genome sequencing into a healthcare setting: high diagnostic rates across multiple clinical entities in 3219 rare disease patients.

Henrik Stranneheim, Kristina Lagerstedt-Robinson, Måns Magnusson, Malin Kvarnung, Daniel Nilsson, Nicole Lesko, Martin Engvall, Britt-Marie Anderlid, Henrik Arnell, Carolina Backman Johansson and 42 more

Abstract read
In one paragraph

Article in Genome medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 166 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
166citing papers in PubMed, 2 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

166 citing papers in PubMed, 2 syntheses or guidelines pooled it.

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  15. Determinants of DNA-sequence-based Diagnostic Yield in the CSER Consortium.medRxiv : the preprint server for health sciences · 2026
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106 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

52 authors.

Henrik Stranneheim *Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden.
Kristina Lagerstedt-Robinson *Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden.
Måns MagnussonDepartment of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden.
Malin KvarnungDepartment of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden.
Daniel NilssonDepartment of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden.
Nicole LeskoDepartment of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden.
Martin EngvallDepartment of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden.
Britt-Marie AnderlidDepartment of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden.
Henrik ArnellDepartment of Women's and Children's Health, Karolinska Institutet, Stockholm, Sweden.
Carolina Backman JohanssonCentre for Inherited Metabolic Diseases, Karolinska University Hospital, Stockholm, Sweden.
Michela BarbaroCentre for Inherited Metabolic Diseases, Karolinska University Hospital, Stockholm, Sweden.
Erik BjörckDepartment of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden.
Helene BruhnCentre for Inherited Metabolic Diseases, Karolinska University Hospital, Stockholm, Sweden.
Jesper EisfeldtDepartment of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden.
Christoph FreyerCentre for Inherited Metabolic Diseases, Karolinska University Hospital, Stockholm, Sweden.
Giedre GrigelionieneDepartment of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden.
Peter GustavssonDepartment of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden.
Anna HammarsjöDepartment of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden.
Maritta Hellström-PiggDepartment of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden.
Erik IwarssonDepartment of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden.
Anders JemtDepartment of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden.
Mikael LaaksonenScience for Life Laboratory, School of Engineering Sciences in Chemistry, Biotechnology and Health, KTH Royal Institutet of Technology, Stockholm, Sweden.
Sara Lind EnokssonDepartment of Clinical Immunology and Transfusion Medicine, Karolinska University Hospital, Stockholm, Sweden.
Helena MalmgrenDepartment of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden.
Karin NaessCentre for Inherited Metabolic Diseases, Karolinska University Hospital, Stockholm, Sweden.
Magnus NordenskjöldDepartment of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden.
Mikael OscarsonCentre for Inherited Metabolic Diseases, Karolinska University Hospital, Stockholm, Sweden.
Maria PetterssonDepartment of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden.
Chiara RasiScience for Life Laboratory, Department of Microbiology, Tumour and Cell Biology, Karolinska Institutet, Stockholm, Sweden.
Adam RosenbaumScience for Life Laboratory, School of Engineering Sciences in Chemistry, Biotechnology and Health, KTH Royal Institutet of Technology, Stockholm, Sweden.
Ellika SahlinDepartment of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden.
Eliane SardhDepartment of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden.
Tommy StödbergCentre for Inherited Metabolic Diseases, Karolinska University Hospital, Stockholm, Sweden.
Bianca TesiDepartment of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden.
Emma ThamDepartment of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden.
Håkan ThonbergDepartment of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden.
Virpi TöhönenDepartment of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden.
Ulrika von DöbelnCentre for Inherited Metabolic Diseases, Karolinska University Hospital, Stockholm, Sweden.
Daphne VassiliouDepartment of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden.
Sofie VonlanthenDepartment of Clinical Immunology and Transfusion Medicine, Karolinska University Hospital, Stockholm, Sweden.
Ann-Charlotte WikströmDepartment of Clinical Immunology and Transfusion Medicine, Karolinska University Hospital, Stockholm, Sweden.
Josephine WincentDepartment of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden.
Ola WinqvistDepartment of Clinical Immunology and Transfusion Medicine, Karolinska University Hospital, Stockholm, Sweden.
Anna WredenbergCentre for Inherited Metabolic Diseases, Karolinska University Hospital, Stockholm, Sweden.
Sofia YgbergCentre for Inherited Metabolic Diseases, Karolinska University Hospital, Stockholm, Sweden.
Rolf H ZetterströmDepartment of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden.
Per MaritsDepartment of Clinical Immunology and Transfusion Medicine, Karolinska University Hospital, Stockholm, Sweden.
Maria Johansson SollerDepartment of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden.
Ann NordgrenDepartment of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden.
Valtteri WirtaScience for Life Laboratory, Department of Microbiology, Tumour and Cell Biology, Karolinska Institutet, Stockholm, Sweden.
Anna Lindstrand *Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden. anna.lindstrand@ki.se.
Anna Wedell *Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden. anna.wedell@ki.se.ORCID 0000-0003-0806-5602

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundWe report the findings from 4437 individuals (3219 patients and 1218 relatives) who have been analyzed by whole genome sequencing (WGS) at the Genomic Medicine Center Karolinska-Rare Diseases (GMCK-RD) since mid-2015. GMCK-RD represents a long-term collaborative initiative between Karolinska University Hospital and Science for Life Laboratory to establish advanced, genomics-based diagnostics in the Stockholm healthcare setting.

methodsOur analysis covers detection and interpretation of SNVs, INDELs, uniparental disomy, CNVs, balanced structural variants, and short tandem repeat expansions. Visualization of results for clinical interpretation is carried out in Scout-a custom-developed decision support system. Results from both singleton (84%) and trio/family (16%) analyses are reported. Variant interpretation is done by 15 expert teams at the hospital involving staff from three clinics. For patients with complex phenotypes, data is shared between the teams.

resultsOverall, 40% of the patients received a molecular diagnosis ranging from 19 to 54% for specific disease groups. There was heterogeneity regarding causative genes (n = 754) with some of the most common ones being COL2A1 (n = 12; skeletal dysplasia), SCN1A (n = 8; epilepsy), and TNFRSF13B (n = 4; inborn errors of immunity). Some causative variants were recurrent, including previously known founder mutations, some novel mutations, and recurrent de novo mutations. Overall, GMCK-RD has resulted in a large number of patients receiving specific molecular diagnoses. Furthermore, negative cases have been included in research studies that have resulted in the discovery of 17 published, novel disease-causing genes. To facilitate the discovery of new disease genes, GMCK-RD has joined international data sharing initiatives, including ClinVar, UDNI, Beacon, and MatchMaker Exchange.

conclusionsClinical WGS at GMCK-RD has provided molecular diagnoses to over 1200 individuals with a broad range of rare diseases. Consolidation and spread of this clinical-academic partnership will enable large-scale national collaboration.

Indexed as

Delivery of Health CareWhole Genome SequencingCohort StudiesDNA Copy Number VariationsGenetic HeterogeneityGenomicsHigh-Throughput Nucleotide SequencingHumansInformation DisseminationInheritance PatternsMicrosatellite RepeatsMutationRare DiseasesSwedenUniparental DisomyClinical diagnosticsMonogenic diseaseSingle nucleotide variantWhole genome sequencing

Identifiers

PMID33726816
PMCPMC7968334

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.