Circulating biomarkers in familial cerebral cavernous malformationResearch in context

Summary: Background: Cerebral Cavernous Malformation (CCM) is a rare cerebrovascular disease, characterized by the presence of multiple vascular malformations that may result in intracerebral hemorrhages (ICHs), seizure(s), or focal neurological deficits (FND). Familial CCM (fCCM) is due to loss of...

Full description

Bibliographic Details
Main Authors: Francesca Lazzaroni, Jennifer M.T.A. Meessen, Ying Sun, Silvia Lanfranconi, Elisa Scola, Quintino Giorgio D'Alessandris, Laura Tassi, Maria Rita Carriero, Marco Castori, Silvia Marino, Adriana Blanda, Enrico B. Nicolis, Deborah Novelli, Roberta Calabrese, Nicolò M. Agnelli, Barbara Bottazzi, Roberto Leone, Selene Mazzola, Silvia Besana, Carlotta Catozzi, Luigi Nezi, Maria G. Lampugnani, Matteo Malinverno, Nastasja Grdseloff, Claudia J. Rödel, Behnam Rezai Jahromi, Niccolò Bolli, Francesco Passamonti, Peetra U. Magnusson, Salim Abdelilah-Seyfried, Elisabetta Dejana, Roberto Latini
Format: Article
Language:English
Published: Elsevier 2024-01-01
Series:EBioMedicine
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2352396423004802
_version_ 1797386771413073920
author Francesca Lazzaroni
Jennifer M.T.A. Meessen
Ying Sun
Silvia Lanfranconi
Elisa Scola
Quintino Giorgio D'Alessandris
Laura Tassi
Maria Rita Carriero
Marco Castori
Silvia Marino
Adriana Blanda
Enrico B. Nicolis
Deborah Novelli
Roberta Calabrese
Nicolò M. Agnelli
Barbara Bottazzi
Roberto Leone
Selene Mazzola
Silvia Besana
Carlotta Catozzi
Luigi Nezi
Maria G. Lampugnani
Matteo Malinverno
Nastasja Grdseloff
Claudia J. Rödel
Behnam Rezai Jahromi
Niccolò Bolli
Francesco Passamonti
Peetra U. Magnusson
Salim Abdelilah-Seyfried
Elisabetta Dejana
Roberto Latini
author_facet Francesca Lazzaroni
Jennifer M.T.A. Meessen
Ying Sun
Silvia Lanfranconi
Elisa Scola
Quintino Giorgio D'Alessandris
Laura Tassi
Maria Rita Carriero
Marco Castori
Silvia Marino
Adriana Blanda
Enrico B. Nicolis
Deborah Novelli
Roberta Calabrese
Nicolò M. Agnelli
Barbara Bottazzi
Roberto Leone
Selene Mazzola
Silvia Besana
Carlotta Catozzi
Luigi Nezi
Maria G. Lampugnani
Matteo Malinverno
Nastasja Grdseloff
Claudia J. Rödel
Behnam Rezai Jahromi
Niccolò Bolli
Francesco Passamonti
Peetra U. Magnusson
Salim Abdelilah-Seyfried
Elisabetta Dejana
Roberto Latini
author_sort Francesca Lazzaroni
collection DOAJ
description Summary: Background: Cerebral Cavernous Malformation (CCM) is a rare cerebrovascular disease, characterized by the presence of multiple vascular malformations that may result in intracerebral hemorrhages (ICHs), seizure(s), or focal neurological deficits (FND). Familial CCM (fCCM) is due to loss of function mutations in one of the three independent genes KRIT1 (CCM1), Malcavernin (CCM2), or Programmed Cell death 10 (PDCD10/CCM3). The aim of this study was to identify plasma protein biomarkers of fCCM to assess the severity of the disease and predict its progression. Methods: Here, we have investigated plasma samples derived from n = 71 symptomatic fCCM patients (40 female/31 male) and n = 17 healthy donors (HD) (9 female/8 male) of the Phase 1/2 Treat_CCM trial, using multiplexed protein profiling approaches. Findings: Biomarkers as sCD14 (p = 0.00409), LBP (p = 0.02911), CXCL4 (p = 0.038), ICAM-1 (p = 0.02013), ANG2 (p = 0.026), CCL5 (p = 0.00403), THBS1 (p = 0.0043), CRP (p = 0.0092), and HDL (p = 0.027), were significantly different in fCCM compared to HDs. Of note, sENG (p = 0.011), THBS1 (p = 0.011) and CXCL4 (p = 0.011), were correlated to CCM genotype. sROBO4 (p = 0.014), TM (p = 0.026) and CRP (p = 0.040) were able to predict incident adverse clinical events, such as ICH, FND or seizure. GDF-15, FLT3L, CXCL9, FGF-21 and CDCP1, were identified as predictors of the formation of new MRI-detectable lesions over 2-year follow-up. Furthermore, the functional relevance of ang2, thbs1, robo4 and cdcp1 markers was validated by zebrafish pre-clinical model of fCCM. Interpretation: Overall, our study identifies a set of biochemical parameters to predict CCM progression, suggesting biological interpretations and potential therapeutic approaches to CCM disease. Funding: Italian Medicines Agency, Associazione Italiana per la Ricerca sul Cancro (AIRC), ERC, Leducq Transatlantic Network of Excellence, Swedish Research Council.
first_indexed 2024-03-08T22:14:10Z
format Article
id doaj.art-5d07c7a73f1a46f0b5225cf9e0e0aa36
institution Directory Open Access Journal
issn 2352-3964
language English
last_indexed 2024-03-08T22:14:10Z
publishDate 2024-01-01
publisher Elsevier
record_format Article
series EBioMedicine
spelling doaj.art-5d07c7a73f1a46f0b5225cf9e0e0aa362023-12-19T04:17:08ZengElsevierEBioMedicine2352-39642024-01-0199104914Circulating biomarkers in familial cerebral cavernous malformationResearch in contextFrancesca Lazzaroni0Jennifer M.T.A. Meessen1Ying Sun2Silvia Lanfranconi3Elisa Scola4Quintino Giorgio D'Alessandris5Laura Tassi6Maria Rita Carriero7Marco Castori8Silvia Marino9Adriana Blanda10Enrico B. Nicolis11Deborah Novelli12Roberta Calabrese13Nicolò M. Agnelli14Barbara Bottazzi15Roberto Leone16Selene Mazzola17Silvia Besana18Carlotta Catozzi19Luigi Nezi20Maria G. Lampugnani21Matteo Malinverno22Nastasja Grdseloff23Claudia J. Rödel24Behnam Rezai Jahromi25Niccolò Bolli26Francesco Passamonti27Peetra U. Magnusson28Salim Abdelilah-Seyfried29Elisabetta Dejana30Roberto Latini31Vascular Biology Unit, IFOM ETS-The AIRC Institute of Molecular Oncology, Milan, Italy; Hematology Department, Fondazione IRCCS Cà Granda Ospedale Maggiore Policlinico, Milan, Italy; Corresponding author. Hematology Department, Fondazione IRCCS Cà Granda Ospedale Maggiore Policlinico, Via Francesco Sforza 35, 20122, Milan, Italy.Department of Acute Brain and Cardiovascular Injury, Institute for Pharmacological Research Mario Negri IRCCS, Milan, ItalyDepartment of Immunology, Genetics and Pathology, Uppsala University, Uppsala, SwedenDepartment of Neurology, Fondazione IRCCS Cà Granda Ospedale Maggiore Policlinico, Milan, ItalyDepartment of Neurology, Fondazione IRCCS Cà Granda Ospedale Maggiore Policlinico, Milan, ItalyDepartment of Neurosurgery, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy; Department of Neuroscience, Università Cattolica del Sacro Cuore, Roma, ItalyClaudio Munari Epilepsy Surgery Centre, ASST Niguarda Hospital, Milan, ItalyCerebrovascular Disease Unit, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, ItalyDivision of Medical Genetics, Fondazione IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo, ItalyIRCCS Centro Neurolesi “Bonino Pulejo”, Messina, ItalyDepartment of Acute Brain and Cardiovascular Injury, Institute for Pharmacological Research Mario Negri IRCCS, Milan, ItalyDepartment of Acute Brain and Cardiovascular Injury, Institute for Pharmacological Research Mario Negri IRCCS, Milan, ItalyDepartment of Acute Brain and Cardiovascular Injury, Institute for Pharmacological Research Mario Negri IRCCS, Milan, ItalyDepartment of Acute Brain and Cardiovascular Injury, Institute for Pharmacological Research Mario Negri IRCCS, Milan, ItalyDepartment of Acute Brain and Cardiovascular Injury, Institute for Pharmacological Research Mario Negri IRCCS, Milan, ItalyIRCCS Humanitas Research Hospital, Rozzano, ItalyIRCCS Humanitas Research Hospital, Rozzano, ItalyLaboratory Medicine, Desio Hospital, Università Milano Bicocca, Milan, ItalyLaboratory Medicine, Desio Hospital, Università Milano Bicocca, Milan, ItalyDepartment of Experimental Oncology, Istituto Europeo di Oncologia IRCCS, Milano, ItalyDepartment of Experimental Oncology, Istituto Europeo di Oncologia IRCCS, Milano, ItalyVascular Biology Unit, IFOM ETS-The AIRC Institute of Molecular Oncology, Milan, Italy; Department of Acute Brain and Cardiovascular Injury, Institute for Pharmacological Research Mario Negri IRCCS, Milan, ItalyVascular Biology Unit, IFOM ETS-The AIRC Institute of Molecular Oncology, Milan, ItalyDepartment of Zoophysiology, Institute of Biochemistry and Biology, University of Potsdam, GermanyDepartment of Zoophysiology, Institute of Biochemistry and Biology, University of Potsdam, GermanyDepartment of Neurosurgery, Helsinki University Hospital, Helsinki, FinlandHematology Department, Fondazione IRCCS Cà Granda Ospedale Maggiore Policlinico, Milan, Italy; Department of Oncology and Hemato-Oncology, University of Milan, 20122, Milan, ItalyHematology Department, Fondazione IRCCS Cà Granda Ospedale Maggiore Policlinico, Milan, Italy; Department of Oncology and Hemato-Oncology, University of Milan, 20122, Milan, ItalyDepartment of Immunology, Genetics and Pathology, Uppsala University, Uppsala, SwedenDepartment of Zoophysiology, Institute of Biochemistry and Biology, University of Potsdam, GermanyVascular Biology Unit, IFOM ETS-The AIRC Institute of Molecular Oncology, Milan, Italy; Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, SwedenDepartment of Acute Brain and Cardiovascular Injury, Institute for Pharmacological Research Mario Negri IRCCS, Milan, ItalySummary: Background: Cerebral Cavernous Malformation (CCM) is a rare cerebrovascular disease, characterized by the presence of multiple vascular malformations that may result in intracerebral hemorrhages (ICHs), seizure(s), or focal neurological deficits (FND). Familial CCM (fCCM) is due to loss of function mutations in one of the three independent genes KRIT1 (CCM1), Malcavernin (CCM2), or Programmed Cell death 10 (PDCD10/CCM3). The aim of this study was to identify plasma protein biomarkers of fCCM to assess the severity of the disease and predict its progression. Methods: Here, we have investigated plasma samples derived from n = 71 symptomatic fCCM patients (40 female/31 male) and n = 17 healthy donors (HD) (9 female/8 male) of the Phase 1/2 Treat_CCM trial, using multiplexed protein profiling approaches. Findings: Biomarkers as sCD14 (p = 0.00409), LBP (p = 0.02911), CXCL4 (p = 0.038), ICAM-1 (p = 0.02013), ANG2 (p = 0.026), CCL5 (p = 0.00403), THBS1 (p = 0.0043), CRP (p = 0.0092), and HDL (p = 0.027), were significantly different in fCCM compared to HDs. Of note, sENG (p = 0.011), THBS1 (p = 0.011) and CXCL4 (p = 0.011), were correlated to CCM genotype. sROBO4 (p = 0.014), TM (p = 0.026) and CRP (p = 0.040) were able to predict incident adverse clinical events, such as ICH, FND or seizure. GDF-15, FLT3L, CXCL9, FGF-21 and CDCP1, were identified as predictors of the formation of new MRI-detectable lesions over 2-year follow-up. Furthermore, the functional relevance of ang2, thbs1, robo4 and cdcp1 markers was validated by zebrafish pre-clinical model of fCCM. Interpretation: Overall, our study identifies a set of biochemical parameters to predict CCM progression, suggesting biological interpretations and potential therapeutic approaches to CCM disease. Funding: Italian Medicines Agency, Associazione Italiana per la Ricerca sul Cancro (AIRC), ERC, Leducq Transatlantic Network of Excellence, Swedish Research Council.http://www.sciencedirect.com/science/article/pii/S2352396423004802Familial cerebral cavernous malformationVascular biologyBiomarkersProteomics
spellingShingle Francesca Lazzaroni
Jennifer M.T.A. Meessen
Ying Sun
Silvia Lanfranconi
Elisa Scola
Quintino Giorgio D'Alessandris
Laura Tassi
Maria Rita Carriero
Marco Castori
Silvia Marino
Adriana Blanda
Enrico B. Nicolis
Deborah Novelli
Roberta Calabrese
Nicolò M. Agnelli
Barbara Bottazzi
Roberto Leone
Selene Mazzola
Silvia Besana
Carlotta Catozzi
Luigi Nezi
Maria G. Lampugnani
Matteo Malinverno
Nastasja Grdseloff
Claudia J. Rödel
Behnam Rezai Jahromi
Niccolò Bolli
Francesco Passamonti
Peetra U. Magnusson
Salim Abdelilah-Seyfried
Elisabetta Dejana
Roberto Latini
Circulating biomarkers in familial cerebral cavernous malformationResearch in context
EBioMedicine
Familial cerebral cavernous malformation
Vascular biology
Biomarkers
Proteomics
title Circulating biomarkers in familial cerebral cavernous malformationResearch in context
title_full Circulating biomarkers in familial cerebral cavernous malformationResearch in context
title_fullStr Circulating biomarkers in familial cerebral cavernous malformationResearch in context
title_full_unstemmed Circulating biomarkers in familial cerebral cavernous malformationResearch in context
title_short Circulating biomarkers in familial cerebral cavernous malformationResearch in context
title_sort circulating biomarkers in familial cerebral cavernous malformationresearch in context
topic Familial cerebral cavernous malformation
Vascular biology
Biomarkers
Proteomics
url http://www.sciencedirect.com/science/article/pii/S2352396423004802
work_keys_str_mv AT francescalazzaroni circulatingbiomarkersinfamilialcerebralcavernousmalformationresearchincontext
AT jennifermtameessen circulatingbiomarkersinfamilialcerebralcavernousmalformationresearchincontext
AT yingsun circulatingbiomarkersinfamilialcerebralcavernousmalformationresearchincontext
AT silvialanfranconi circulatingbiomarkersinfamilialcerebralcavernousmalformationresearchincontext
AT elisascola circulatingbiomarkersinfamilialcerebralcavernousmalformationresearchincontext
AT quintinogiorgiodalessandris circulatingbiomarkersinfamilialcerebralcavernousmalformationresearchincontext
AT lauratassi circulatingbiomarkersinfamilialcerebralcavernousmalformationresearchincontext
AT mariaritacarriero circulatingbiomarkersinfamilialcerebralcavernousmalformationresearchincontext
AT marcocastori circulatingbiomarkersinfamilialcerebralcavernousmalformationresearchincontext
AT silviamarino circulatingbiomarkersinfamilialcerebralcavernousmalformationresearchincontext
AT adrianablanda circulatingbiomarkersinfamilialcerebralcavernousmalformationresearchincontext
AT enricobnicolis circulatingbiomarkersinfamilialcerebralcavernousmalformationresearchincontext
AT deborahnovelli circulatingbiomarkersinfamilialcerebralcavernousmalformationresearchincontext
AT robertacalabrese circulatingbiomarkersinfamilialcerebralcavernousmalformationresearchincontext
AT nicolomagnelli circulatingbiomarkersinfamilialcerebralcavernousmalformationresearchincontext
AT barbarabottazzi circulatingbiomarkersinfamilialcerebralcavernousmalformationresearchincontext
AT robertoleone circulatingbiomarkersinfamilialcerebralcavernousmalformationresearchincontext
AT selenemazzola circulatingbiomarkersinfamilialcerebralcavernousmalformationresearchincontext
AT silviabesana circulatingbiomarkersinfamilialcerebralcavernousmalformationresearchincontext
AT carlottacatozzi circulatingbiomarkersinfamilialcerebralcavernousmalformationresearchincontext
AT luiginezi circulatingbiomarkersinfamilialcerebralcavernousmalformationresearchincontext
AT mariaglampugnani circulatingbiomarkersinfamilialcerebralcavernousmalformationresearchincontext
AT matteomalinverno circulatingbiomarkersinfamilialcerebralcavernousmalformationresearchincontext
AT nastasjagrdseloff circulatingbiomarkersinfamilialcerebralcavernousmalformationresearchincontext
AT claudiajrodel circulatingbiomarkersinfamilialcerebralcavernousmalformationresearchincontext
AT behnamrezaijahromi circulatingbiomarkersinfamilialcerebralcavernousmalformationresearchincontext
AT niccolobolli circulatingbiomarkersinfamilialcerebralcavernousmalformationresearchincontext
AT francescopassamonti circulatingbiomarkersinfamilialcerebralcavernousmalformationresearchincontext
AT peetraumagnusson circulatingbiomarkersinfamilialcerebralcavernousmalformationresearchincontext
AT salimabdelilahseyfried circulatingbiomarkersinfamilialcerebralcavernousmalformationresearchincontext
AT elisabettadejana circulatingbiomarkersinfamilialcerebralcavernousmalformationresearchincontext
AT robertolatini circulatingbiomarkersinfamilialcerebralcavernousmalformationresearchincontext