Dickkopf-1 Overexpression in vitro Nominates Candidate Blood Biomarkers Relating to Alzheimer’s Disease Pathology

Author:

Shi Liu1,Winchester Laura M.1,Liu Benjamine Y.1,Killick Richard2,Ribe Elena M.1,Westwood Sarah1,Baird Alison L.1,Buckley Noel J.1,Hong Shengjun3,Dobricic Valerija3,Kilpert Fabian3,Franke Andre4,Kiddle Steven25,Sattlecker Martina25,Dobson Richard67,Cuadrado Antonio89,Hye Abdul2,Ashton Nicholas J.2101112,Morgan Angharad R.13,Bos Isabelle1415,Vos Stephanie J.B.14,ten Kate Mara15,Scheltens Philip15,Vandenberghe Rik16,Gabel Silvy1617,Meersmans Karen1617,Engelborghs Sebastiaan18192021,De Roeck Ellen E.181920,Sleegers Kristel2022,Frisoni Giovanni B.2324,Blin Olivier25,Richardson Jill C.26,Bordet Régis27,Molinuevo José L.2829,Rami Lorena29,Wallin Anders1130,Kettunen Petronella1131,Tsolaki Magda32,Verhey Frans14,Lleó Alberto33,Alcolea Daniel33,Popp Julius3435,Peyratout Gwendoline34,Martinez-Lage Pablo36,Tainta Mikel3637,Johannsen Peter38,Teunissen Charlotte E.39,Freund-Levi Yvonne40414243,Frölich Lutz44,Legido-Quigley Cristina4546,Barkhof Frederik4748,Blennow Kaj1149,Rasmussen Katrine Laura505152,Nordestgaard Børge Grønne51525354,Frikke-Schmidt Ruth505152,Nielsen Sune Fallgaard515253,Soininen Hilkka55,Vellas Bruno56,Kloszewska Iwona57,Mecocci Patrizia58,Zetterberg Henrik11495960,Morgan B. Paul13,Streffer Johannes1961,Visser Pieter Jelle141562,Bertram Lars363,Nevado-Holgado Alejo J.1,Lovestone Simon164

Affiliation:

1. Department of Psychiatry, University of Oxford, UK

2. King’s College London, Institute of Psychiatry, Psychology and Neuroscience, Maurice Wohl Institute Clinical Neuroscience Institute, London, UK

3. Lübeck Interdisciplinary Platform for Genome Analytics, Institutes of Neurogenetics and Cardiogenetics, University of Lübeck, Lübeck, Germany

4. Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany

5. MRC Social, Genetic and Developmental Psychiatry Centre, King’s College London, UK

6. Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, UK

7. Institute of Health Informatics, University College London, London, UK

8. Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Instituto de Investigación Sanitaria La Paz (IdiPaz), Instituto de Investigaciones Biomédicas Alberto Sols UAM-CSIC, and Department of Biochemistry, Faculty of Medicine, Autonomous University of Madrid, Madrid, Spain

9. ”Victor Babes” National Institute of Pathology, Bucharest, Romania

10. NIHR Biomedical Research Centre for Mental Health and Biomedical Research Unit for Dementia at South London and Maudsley NHS Foundation, London, UK

11. Department of Psychiatry and Neurochemistry, Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden

12. Wallenberg Centre for Molecular and Translational Medicine, University of Gothenburg, Gothenburg, Sweden

13. Dementia Research Institute Cardiff, Cardiff University, Cardiff, UK

14. Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Alzheimer Centrum Limburg, Maastricht University, Maastricht, the Netherlands

15. Alzheimer Center, VU University Medical Center, Amsterdam, the Netherlands

16. University Hospital Leuven, Leuven, Belgium

17. Laboratory for Cognitive Neurology, Department of Neurosciences, KU Leuven, Belgium

18. Center for Neurosciences, Vrije Universiteit Brussel (VUB), Brussels, Belgium

19. Department of Biomedical Sciences, University of Antwerp, Antwerp, Belgium

20. Institute Born-Bunge, University of Antwerp, Antwerp, Belgium

21. Department of Neurology, UZ Brussel, Brussels, Belgium

22. Neurodegenerative Brain Diseases Group, Center for Molecular Neurology, VIB, Belgium

23. University of Geneva, Geneva, Switzerland

24. IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia, Italy

25. AIX Marseille University, INS, Ap-hm, Marseille, France

26. Neurosciences Therapeutic Area, GlaxoSmithKline R&D, Stevenage, UK

27. University of Lille, Inserm, CHU Lille, France

28. Alzheimer’s disease & other cognitive disorders unit, Hospital Clínic, Barcelona, Spain

29. BarcelonaBeta Brain Research Center, Universitat Pompeu Fabra, Barcelona, Spain

30. Memory Clinic at Department of Neuropsychiatry, Sahlgrenska University Hospital, Mölndal, Sweden

31. Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK

32. 1st Department of Neurology, AHEPA University Hospital, school of Medicine, Aristotle University of Thessaloniki, Thessaloniki, Makedonia, Greece

33. Department of Neurology, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain

34. Department of Psychiatry, University Hospital of Lausanne, Lausanne, Switzerland

35. Geriatric Psychiatry, Department of Psychiatry, Geneva University Hospitals, and University of Geneva, Geneva, Switzerland

36. CITA-Alzheimer Foundation, San Sebastian, Spain

37. Organización Sanitaria Integrada Goierri – Alto Urola, Osakidetza, Spain

38. Danish Dementia Research Centre, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark

39. Neurochemistry Laboratory, dept of Clinical Chemistry, Amsterdam Neuroscience, Amsterdam University Medical Centers, Vrije Universiteit, Amsterdam, the Netherlands

40. School of Medical Sciences, Örebro University, Örebro, Sweden

41. Department of Neurobiology, Care Sciences and Society, Division of Clinical Geriatrics, Karolinska Institute, Stockholm, Sweden

42. Department of Old Age Psychiatry, Psychology and Neuroscience, King’s College London, UK

43. Department of Psychiatry, Örebro Universitetssjukhus, Örebro, Sweden

44. Department of Geriatric Psychiatry, Zentralinstitut für Seelische Gesundheit, University of Heidelberg, Mannheim, Germany

45. Kings College London, London, UK

46. The Systems Medicine Group, Steno Diabetes Center Copenhagen, Gentofte, Denmark

47. Department of Radiology and Nuclear Medicine, VU University Medical Center, Amsterdam, The Netherland

48. UCL Institutes of Neurology and Healthcare Engineering, London, UK

49. Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden

50. Department of Clinical Biochemistry, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark

51. The Copenhagen General Population Study, Herlev and Gentofte Hospital, Copenhagen University Hospital, Herlev, Denmark

52. Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark

53. Department of Clinical Biochemistry, Herlev and Gentofte Hospital, Copenhagen University Hospital, Herlev, Denmark

54. The Copenhagen City Heart Study, Frederiksberg Hospital, Copenhagen University Hospital, Frederiksberg, Denmark

55. Neurology / Institute of Clinical Medicine, University of Eastern Finland, Kuopio, Finland

56. Toulouse Gerontopole University Hospital, Univeriste Paul Sabatier, INSERM U 558, France

57. Medical University of Lodz, Lodz, Poland

58. Section of Gerontology and Geriatrics, Department of Medicine, University of Perugia, Perugia, Italy

59. UK Dementia Research Institute at UCL, London, United Kingdom

60. Department of Neurodegenerative Disease, UCL Institute of Neurology, London, United Kingdom

61. UCB, Braine-l’Alleud, Belgium, formerly Janssen R&D, LLC. Beerse, Belgium at the time of study conduct

62. Department of Neurobiology, Care Sciences and Society, Division of Neurogeriatrics, Karolinska Institutet, Stockholm, Sweden

63. Department of Psychology, University of Oslo, Oslo, Norway

64. Currently at Janssen-Cilag UK, formerly at Department of Psychiatry, University of Oxford, UK at the time of the study conduct

Abstract

Background: Previous studies suggest that Dickkopf-1 (DKK1), an inhibitor of Wnt signaling, plays a role in amyloid-induced toxicity and hence Alzheimer’s disease (AD). However, the effect of DKK1 expression on protein expression, and whether such proteins are altered in disease, is unknown. Objective: We aim to test whether DKK1 induced protein signature obtained in vitro were associated with markers of AD pathology as used in the amyloid/tau/neurodegeneration (ATN) framework as well as with clinical outcomes. Methods: We first overexpressed DKK1 in HEK293A cells and quantified 1,128 proteins in cell lysates using aptamer capture arrays (SomaScan) to obtain a protein signature induced by DKK1. We then used the same assay to measure the DKK1-signature proteins in human plasma in two large cohorts, EMIF (n = 785) and ANM (n = 677). Results: We identified a 100-protein signature induced by DKK1 in vitro. Subsets of proteins, along with age and apolipoprotein E ɛ4 genotype distinguished amyloid pathology (A + T–N–, A+T+N–, A+T–N+, and A+T+N+) from no AD pathology (A–T–N–) with an area under the curve of 0.72, 0.81, 0.88, and 0.85, respectively. Furthermore, we found that some signature proteins (e.g., Complement C3 and albumin) were associated with cognitive score and AD diagnosis in both cohorts. Conclusions: Our results add further evidence for a role of DKK regulation of Wnt signaling in AD and suggest that DKK1 induced signature proteins obtained in vitro could reflect theATNframework as well as predict disease severity and progression in vivo.

Publisher

IOS Press

Subject

Psychiatry and Mental health,Geriatrics and Gerontology,Clinical Psychology,General Medicine,General Neuroscience

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