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Giri AK, Aavikko M, Wartiovaara L, Lemmetyinen T, Karjalainen J, Mehtonen J, Palin K, Välimäki N, Tamlander M, Saikkonen R, Karhu A, Morgunova E, Sun B, Runz H, Palta P, Luo S, Joensuu H, Mäkelä TP, Kostiainen I, Schalin-Jäntti C, FinnGen, Palotie A, Aaltonen LA, Ollila S, Daly MJ. Genome-Wide Association Study Identifies 4 Novel Risk Loci for Small Intestinal Neuroendocrine Tumors Including a Missense Mutation in LGR5. Gastroenterology 2023; 165:861-873. [PMID: 37453564 DOI: 10.1053/j.gastro.2023.06.031] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Revised: 05/07/2023] [Accepted: 06/12/2023] [Indexed: 07/18/2023]
Abstract
BACKGROUND & AIMS Small intestinal neuroendocrine tumor (SI-NET) is a rare disease, but its incidence has increased over the past 4 decades. Understanding the genetic risk factors underlying SI-NETs can help in disease prevention and may provide clinically beneficial markers for diagnosis. Here the results of the largest genome-wide association study of SI-NETs performed to date with 405 cases and 614,666 controls are reported. METHODS Samples from 307 patients with SI-NETs and 287,137 controls in the FinnGen study were used for the identification of SI-NET risk-associated genetic variants. The results were also meta-analyzed with summary statistics from the UK Biobank (n = 98 patients with SI-NET and n = 327,529 controls). RESULTS We identified 6 genome-wide significant (P < 5 × 10-8) loci associated with SI-NET risk, of which 4 (near SEMA6A, LGR5, CDKAL1, and FERMT2) are novel and 2 (near LTA4H-ELK and in KIF16B) have been reported previously. Interestingly, the top hit (rs200138614; P = 1.80 × 10-19) was a missense variant (p.Cys712Phe) in the LGR5 gene, a bona-fide marker of adult intestinal stem cells and a potentiator of canonical WNT signaling. The association was validated in an independent Finnish collection of 70 patients with SI-NETs, as well as in the UK Biobank exome sequence data (n = 92 cases and n = 392,814 controls). Overexpression of LGR5 p.Cys712Phe in intestinal organoids abolished the ability of R-Spondin1 to support organoid growth, indicating that the mutation perturbed R-Spondin-LGR5 signaling. CONCLUSIONS Our study is the largest genome-wide association study to date on SI-NETs and reported 4 new associated genome-wide association study loci, including a novel missense mutation (rs200138614, p.Cys712Phe) in LGR5, a canonical marker of adult intestinal stem cells.
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Affiliation(s)
- Anil K Giri
- Institute for Molecular Medicine Finland, Helsinki Institute of Life Science, University of Helsinki, Helsinki, Finland; Foundation for the Finnish Cancer Institute, Helsinki, Finland; iCAN Digital Precision Cancer Medicine Flagship, Helsinki Institute of Life Science, University of Helsinki, Helsinki, Finland
| | - Mervi Aavikko
- Institute for Molecular Medicine Finland, Helsinki Institute of Life Science, University of Helsinki, Helsinki, Finland; Department of Medical and Clinical Genetics and Applied Tumor Genomics Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Linnea Wartiovaara
- Translational Cancer Medicine Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Toni Lemmetyinen
- Translational Cancer Medicine Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Juha Karjalainen
- Institute for Molecular Medicine Finland, Helsinki Institute of Life Science, University of Helsinki, Helsinki, Finland; Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, Massachusetts; Program in Medical and Population Genetics, Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts; Stanley Center for Psychiatric Research, Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts
| | - Juha Mehtonen
- Institute for Molecular Medicine Finland, Helsinki Institute of Life Science, University of Helsinki, Helsinki, Finland
| | - Kimmo Palin
- iCAN Digital Precision Cancer Medicine Flagship, Helsinki Institute of Life Science, University of Helsinki, Helsinki, Finland; Department of Medical and Clinical Genetics and Applied Tumor Genomics Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Niko Välimäki
- Department of Medical and Clinical Genetics and Applied Tumor Genomics Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Max Tamlander
- Institute for Molecular Medicine Finland, Helsinki Institute of Life Science, University of Helsinki, Helsinki, Finland
| | - Riikka Saikkonen
- Translational Cancer Medicine Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Auli Karhu
- Department of Medical and Clinical Genetics and Applied Tumor Genomics Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Ekaterina Morgunova
- Karolinska Institute, Department of Medical Biochemistry and Biophysics, Stockholm, Sweden
| | - Benjamin Sun
- Translational Biology, Research and Development, Biogen Inc, Cambridge, Massachusetts
| | - Heiko Runz
- Translational Biology, Research and Development, Biogen Inc, Cambridge, Massachusetts
| | - Priit Palta
- Institute for Molecular Medicine Finland, Helsinki Institute of Life Science, University of Helsinki, Helsinki, Finland; Institute of Genomics, University of Tartu, Tartu, Estonia
| | - Shuang Luo
- Institute for Molecular Medicine Finland, Helsinki Institute of Life Science, University of Helsinki, Helsinki, Finland
| | - Heikki Joensuu
- Department of Oncology, Helsinki University Hospital, University of Helsinki, Helsinki, Finland
| | - Tomi P Mäkelä
- iCAN Digital Precision Cancer Medicine Flagship, Helsinki Institute of Life Science, University of Helsinki, Helsinki, Finland
| | - Iiro Kostiainen
- Endocrinology, Abdominal Center, University of Helsinki, Helsinki University Hospital, Helsinki, Finland
| | - Camilla Schalin-Jäntti
- Endocrinology, Abdominal Center, University of Helsinki, Helsinki University Hospital, Helsinki, Finland
| | - FinnGen
- Institute for Molecular Medicine Finland, Helsinki Institute of Life Science, University of Helsinki, Helsinki, Finland
| | - Aarno Palotie
- Institute for Molecular Medicine Finland, Helsinki Institute of Life Science, University of Helsinki, Helsinki, Finland; Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, Massachusetts; Stanley Center for Psychiatric Research, Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts
| | - Lauri A Aaltonen
- Department of Medical and Clinical Genetics and Applied Tumor Genomics Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Saara Ollila
- Translational Cancer Medicine Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Mark J Daly
- Institute for Molecular Medicine Finland, Helsinki Institute of Life Science, University of Helsinki, Helsinki, Finland; Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, Massachusetts; Program in Medical and Population Genetics, Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts; Stanley Center for Psychiatric Research, Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts.
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Sulic AM, Das Roy R, Papagno V, Lan Q, Saikkonen R, Jernvall J, Thesleff I, Mikkola ML. Transcriptomic landscape of early hair follicle and epidermal development. Cell Rep 2023; 42:112643. [PMID: 37318953 DOI: 10.1016/j.celrep.2023.112643] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Revised: 04/04/2023] [Accepted: 05/29/2023] [Indexed: 06/17/2023] Open
Abstract
Morphogenesis of ectodermal organs, such as hair, tooth, and mammary gland, starts with the formation of local epithelial thickenings, or placodes, but it remains to be determined how distinct cell types and differentiation programs are established during ontogeny. Here, we use bulk and single-cell transcriptomics and pseudotime modeling to address these questions in developing hair follicles and epidermis and produce a comprehensive transcriptomic profile of cellular populations in the hair placode and interplacodal epithelium. We report previously unknown cell populations and marker genes, including early suprabasal and genuine interfollicular basal markers, and propose the identity of suprabasal progenitors. By uncovering four different hair placode cell populations organized in three spatially distinct areas, with fine gene expression gradients between them, we posit early biases in cell fate establishment. This work is accompanied by a readily accessible online tool to stimulate further research on skin appendages and their progenitors.
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Affiliation(s)
- Ana-Marija Sulic
- Institute of Biotechnology, Helsinki Institute of Life Science (HiLIFE), University of Helsinki, P.O. Box 56, 00014 Helsinki, Finland
| | - Rishi Das Roy
- Institute of Biotechnology, Helsinki Institute of Life Science (HiLIFE), University of Helsinki, P.O. Box 56, 00014 Helsinki, Finland
| | - Verdiana Papagno
- Institute of Biotechnology, Helsinki Institute of Life Science (HiLIFE), University of Helsinki, P.O. Box 56, 00014 Helsinki, Finland
| | - Qiang Lan
- Institute of Biotechnology, Helsinki Institute of Life Science (HiLIFE), University of Helsinki, P.O. Box 56, 00014 Helsinki, Finland
| | - Riikka Saikkonen
- Institute of Biotechnology, Helsinki Institute of Life Science (HiLIFE), University of Helsinki, P.O. Box 56, 00014 Helsinki, Finland
| | - Jukka Jernvall
- Institute of Biotechnology, Helsinki Institute of Life Science (HiLIFE), University of Helsinki, P.O. Box 56, 00014 Helsinki, Finland; Department of Geosciences and Geography, University of Helsinki, 00014 Helsinki, Finland
| | - Irma Thesleff
- Institute of Biotechnology, Helsinki Institute of Life Science (HiLIFE), University of Helsinki, P.O. Box 56, 00014 Helsinki, Finland
| | - Marja L Mikkola
- Institute of Biotechnology, Helsinki Institute of Life Science (HiLIFE), University of Helsinki, P.O. Box 56, 00014 Helsinki, Finland.
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