Caterina Gregorio
Postdoctoral Researcher
E-mail: caterina.gregorio@ki.se
Visiting address: Tomtebodavägen 18 A, 17165 Solna
Postal address: H1 Neurobiologi, vårdvetenskap och samhälle, H1 ARC Medicin Vetrano, 171 77 Stockholm
About me
I am a Marie-Curie post-doctoral researcher with a background in biostatistics. My research focuses on statistical modelling for chronic illnesses, multimorbidity and ageing, both from a methodological and applied point of view using longitudinal real-world data sources.
- 2020- 2024 PhD in Mathematical Models and Methods in Engineering, Politecnico di Milano, Italy. Supervisors: F.Ieva, G.Barbati. Thesis: “Toward a dynamic approach to decision-making in chronic illness: a statistical framework using longitudinal real-world data”.
- 2017-2019 Master's Degree in Statistical Science at the University of Padova, Italy. Thesis: "Recurrent events and competitive risks: survival models for the study of arrhythmogenic cardiomyopathy". (Supervisors: G.Cortese, G.Barbati)
- 2013-2016 Bachelor's degree in Statistics and Informatics for Business, Finance and Insurance, University of Trieste, Italy. Thesis: "Clustering Algorithms in the Context of Spatial Big Data". (Supervisor: G.Schoier)
Research
- Multi-state models and microsimulation.
- Longitudinal models for repeated measures and latent outcomes.
- Functional data analysis.
- Joint models, landmarking.
- Causal inference, structural marginal models.
Teaching
2024 Karolinska Institutet, Sweden
- Biostatistics I- Master of Public Health Sciences
2021-2023 Politecnico di Milano, Italy. Laboratory activities.
- Biostatistics -Master’s course in Computational genomics (2 courses, 24 hours and 60 students each, taught in English)
- Statistics- Bachelor’s course in Mathematical Engineering (1 course, 24 hours and 150 students, taught in Italian)
2021-2023 University of Trieste, Italy.
- Statistics- Bacher’s course in economics and business (laboratory activity, 20 hours, 100 students, taught in Italian)
- Medical Statistics- Master´s course in data science (lecture, 4 courses, 3 hours each and 10 students, taught in English)
Articles
- Article: JOURNAL OF CACHEXIA SARCOPENIA AND MUSCLE. 2025;16(3):e13835Ceolin C; Gregorio C; Ornago AM; Grande G; Valletta M; Trevisan C; Casla AC; Sergi G; Calderon-Larranaga A; Vetrano DL
- Article: ALZHEIMERS & DEMENTIA. 2025;21(6):e70411Marengoni A; Grande G; Valletta M; Gregorio C; Calderon-Larranaga A; Dale M; Fredolini C; Winblad B; Vetrano DL
- Article: JAMA CARDIOLOGY. 2025;10(4):359-369Filamin C Registry Consortium M; Gigli M; Stolfo D; Barbati G; Graw S; Chen SN; Merlo M; Medo K; Gregorio C; Dal Ferro M; Paldino A; Perotto M; Peter van Tintelen J; Te Riele ASJM; Baas AF; Wilde AM; Amin AS; Houweling AC; Elliott P; Cannie D; Michels M; Schoonvelde SAC; Prasad S; Tayal PU; Yazdani M; Morris-Rosendahl D; Garcia-Pavia P; Cabrera-Romero E; Bauce B; Pilichou K; Fatkin D; Johnson R; Judge DP; Foil KL; Heymans S; Verdonschot JAJ; Stroeks SLVM; Lakdawala NK; Anisha P; O'Neill M; Shoemaker MB; Roden DM; Calkins H; James CA; Murray B; Parikh VN; Ashley EA; Reuter C; Imazio M; Canepa M; Ameri P; Song J; Sinagra G; Taylor MRG; Mestroni L
- Article: BIOMETRICAL JOURNAL. 2025;67(2):e70043Gregorio C; Barbati G; Scagnetto A; di Lenarda A; Ieva F
- Article: PLOS ONE. 2024;19(8):e0309470Barbati G; Gregorio C; Scagnetto A; Indennidate C; Cappelletto C; Di Lenarda A
- Article: JOURNAL OF CLINICAL ONCOLOGY. 2024;42(24):2873-2886Tentori CA; Gregorio C; Robin M; Gagelmann N; Gurnari C; Ball S; Caballero Berrocal JC; Lanino L; D'Amico S; Spreafico M; Maggioni G; Travaglino E; Sauta E; Meggendorfer M; Zhao L-P; Campagna A; Savevski V; Santoro A; Al Ali N; Sallman D; Sole F; Garcia-Manero G; Germing U; Kroger N; Kordasti S; Santini V; Sanz G; Kern W; Platzbecker U; Diez-Campelo M; Maciejewski JP; Ades L; Fenaux P; Haferlach T; Zeidan AM; Castellani G; Komrokji R; Ieva F; Della Porta MG
- Journal article: AMERICAN JOURNAL OF CARDIOLOGY. 2024;224:55D'Ascenzo F; Fabris E; Gregorio C; Mittone G; De Filippo O; Wanha W; Leonardi S; Roubin SR; Chinaglia A; Truffa A; Huczek Z; Gaibazzi N; Ielasi A; Cortese B; Borin A; Pagliaro B; Nunez-Gil IJ; Ugo F; Marengo G; Barbieri L; Marchini F; Desperak P; Melendo-Viu M; Montalto C; Bianco M; Bruno F; Mancone M; Ferrandez-Escarabajal M; Morici N; Scaglione M; Tuttolomondo D; Gasior M; Mazurek M; Gallone G; Campo G; Wojakowski W; Abu Assi E; Stefanini G; Sinagra G; Ferrari GM
- Article: BMC PUBLIC HEALTH. 2024;24(1):1808Morabito G; Gregorio C; Ieva F; Barbati G; Mancia G; Corrao G; Rea F
- Article: VALUE IN HEALTH. 2024;27(7):897-906Gregorio C; Rea F; Ieva F; Scagnetto A; Indennidate C; Cappelletto C; Di Lenarda A; Barbati G
- Article: ALZHEIMERS & DEMENTIA. 2024;20(7):4737-4746Li Y; Dekhtyar S; Grande G; Kalpouzos G; Gregorio C; Laukka EJ; Qiu C
- Article: JACC-CLINICAL ELECTROPHYSIOLOGY. 2024;10(7):1455-1464Dal Ferro M; Paldino A; Gregorio C; Bessi R; Zaffalon D; De Angelis G; Severini GM; Stolfo D; Gigli M; Brun F; Massa L; Korcova R; Salvatore L; Bianco E; Mestroni L; Merlo M; Zecchin M; Sinagra G
- Article: JCO CLINICAL CANCER INFORMATICS. 2024;8:e2300205Gregorio C; Spreafico M; D'Amico S; Sauta E; Asti G; Lanino L; Tentori CA; Platzbecker U; Haferlach T; Diez-Campelo M; Fenaux P; Komrokji R; Della Porta MG; Ieva F
- Article: JOURNAL OF HEART AND LUNG TRANSPLANTATION. 2024;43(4):554-562Stolfo D; Pagnesi M; Chiarito M; Baldetti L; Merlo M; Ombardi CML; Loiacono F; Gregorio C; Cappelletti AM; Contessi S; Cocianni D; Perotto M; Adamo M; Cali F; Inciardi RM; Tomasoni D; Maccallini M; Villaschi A; Gasparini G; Montella M; Barone G; Pini D; Metra M; Sinagra G
- Article: EUROPEAN JOURNAL OF HEART FAILURE. 2024;26(3):581-589Setti M; Merlo M; Gigli M; Munaretto L; Paldino A; Stolfo D; Loco CP; Medo K; Gregorio C; De Luca A; Graw S; Castrichini M; Cannata A; Ribichini FL; Dal Ferro M; Taylor M; Sinagra G; Mestroni L
- Journal article: INTERNATIONAL JOURNAL OF CARDIOLOGY. 2024;394:131352Fabris E; Boldrin C; Gregorio C; Pezzato A; Gagno G; Giannini F; Perkan A; Sinagra G
- Journal article: JOURNAL OF CARDIOVASCULAR MEDICINE. 2023;24(12):871-879Pezzato A; Fabris E; Gregorio C; Cittar M; Contessi S; Carriere C; Lardieri G; Zecchin M; Perkan A; Sinagra G
- Journal article: MINERVA UROLOGY AND NEPHROLOGY. 2023;75(5):625-633Mazzon G; Gregorio C; Zhong J; Cai C; Pavan N; Zhong W; Choong S; Zeng G
- Journal article: JOURNAL OF CARDIOVASCULAR MEDICINE. 2023;24(9):625-630Zecchin M; Trevisan B; Baggio C; Bessi R; Saitta M; Salvatore L; Cappelletto C; Gregorio C; Bianco E; Longaro F; Carriere C; Zorzin-Fantasia A; Piccinin F; Dal Monte G; Sinagra G
- Article: CLINICAL RESEARCH IN CARDIOLOGY. 2023;112(3):419-430Nuzzi V; Cannata A; Pellicori P; Manca P; Stolfo D; Gregorio C; Barbati G; Bromage DI; McDonagh T; Cleland JGF; Merlo M; Sinagra G
- Journal article: CLINICAL RESEARCH IN CARDIOLOGY. 2023;112(3):454Nuzzi V; Cannata A; Pellicori P; Manca P; Stolfo D; Gregorio C; Barbati G; Bromage DI; McDonagh T; Cleland JGF; Merlo M; Sinagra G
- Article: JOURNAL OF THE AMERICAN SOCIETY OF ECHOCARDIOGRAPHY. 2023;36(2):154-162Nuzzi V; Raafs A; Manca P; Henkens MTHM; Gregorio C; Boscutti A; Verdonschot J; Hazebroek M; Knackstedt C; Merlo M; Stolfo D; Sinagra G; Heymans SRB
- Journal article: BIOMETRICAL JOURNAL. 2022;64(8):1374-1388Gregorio C; Cappelletto C; Romani S; Stolfo D; Merlo M; Barbati G
- Article: EUROPEAN JOURNAL OF HEART FAILURE. 2022;24(7):1171-1179Manca P; Stolfo D; Merlo M; Gregorio C; Cannata A; Ramani F; Nuzzi V; Lund LH; Savarese G; Sinagra G
- Journal article: JOURNAL OF CARDIOVASCULAR MEDICINE. 2022;23(4):247-253Falco L; Fabris E; Gregorio C; Pezzato A; Milo M; Massa L; Lardieri G; Korcova R; Cominotto F; Vitrella G; Rakar S; Perkan A; Sinagra G
- Journal article: CATHETERIZATION AND CARDIOVASCULAR INTERVENTIONS. 2022;99(5):1500-1508Fabris E; Menzio S; Gregorio C; Pezzato A; Stolfo D; Aleksova A; Vitrella G; Rakar S; Perkan A; Van't Hof AWJ; Sinagra G
- Journal article: SCIENTIFIC REPORTS. 2022;12(1):3606Bastian D; Gregorio C; Buia V; Walaschek J; Rittger H; Vitali-Serdoz L
- Journal article: AMERICAN JOURNAL OF CARDIOLOGY. 2022;164:147Zaffalon D; Pagura L; Cannata A; Barbati G; Gregorio C; Finocchiaro G; Vitali-Serdoz L; Zecchin M; Fabris E; Merlo M; Sinagra G
- Journal article: HEART LUNG AND CIRCULATION. 2021;30(12):1846-1853Fabris E; Pezzato A; Gregorio C; Barbati G; Falco L; Albani S; Stolfo D; Vitrella G; Rakar S; Perkan A; Sinagra G
- Article: CIRCULATION. 2021;144(20):1600-1611Gigli M; Stolfo D; Graw SL; Merlo M; Gregorio C; Chen SN; Dal Ferro M; PaldinoMD A; De Angelis G; Brun F; Jirikowic J; Salcedo EE; Turja S; Fatkin D; Johnson R; van Tintelen JP; Te Riele ASJM; Wilde AAM; Lakdawala NK; Picard K; Miani D; Muser D; Severini GM; Calkins H; James CA; Murray B; Tichnell C; Parikh VN; Ashley EA; Reuter C; Song J; Judge DP; McKenna WJ; Taylor MRG; Sinagra G; Mestroni L
- Journal article: AMERICAN JOURNAL OF CARDIOLOGY. 2021;159:72-78Zaffalon D; Pagura L; Cannata A; Barbati G; Gregorio C; Finocchiaro G; Serdoz LV; Zecchin M; Fabris E; Merlo M; Sinagra G
- Article: INTERNATIONAL JOURNAL OF CARDIOLOGY. 2021;334:58-64Cappelletto C; Gregorio C; Barbati G; Romani S; De Luca A; Merlo M; Mestroni L; Stolfo D; Sinagra G
- Journal article: JOURNAL OF CARDIOVASCULAR MEDICINE. 2021;22(5):344-349Fabris E; Bessi R; De Bellis A; Gregorio C; Peratoner A; Lardieri G; Cominotto F; Vitrella G; Rakar S; Perkan A; Sinagra G
- Journal article: EUROPEAN JOURNAL OF HEART FAILURE. 2020;22(12):2219-2224Cannata A; Bromage DI; Rind IA; Gregorio C; Bannister C; Albarjas M; Piper S; Shah AM; McDonagh TA
- Journal article: JOURNAL OF CLINICAL MEDICINE. 2020;9(8):2426Cannata A; Manca P; Nuzzi V; Gregorio C; Artico J; Gentile P; Loco CP; Ramani F; Barbati G; Merlo M; Sinagra G
- Journal article: INTERNATIONAL JOURNAL OF CARDIOVASCULAR IMAGING. 2020;36(7):1213-1225Albani S; Pinamonti B; Giovinazzo T; de Scordilli M; Fabris E; Stolfo D; Perkan A; Gregorio C; Barbati G; Geri P; Confalonieri M; Lo Giudice F; Aquaro GD; Pasquero P; Porta M; Sinagra G; Mesin L
- Journal article: EUROPEAN JOURNAL OF HEART FAILURE. 2020;22(6):978-984Bromage DI; Cannata A; Rind IA; Gregorio C; Piper S; Shah AM; McDonagh TA
- Journal article: RESPIRATORY PHYSIOLOGY & NEUROBIOLOGY. 2020;274:103356Enrichi C; Zanetti C; Gregorio C; Koch I; Vio A; Palmer K; Meneghello F; Piccione F; Battel I
- Journal article: WORLD JOURNAL OF UROLOGY. 2020;38(1):151-158Mir MC; Pavan N; Capitanio U; Antonelli A; Derweesh I; Rodriguez-Faba O; Linares E; Takagi T; Rha KH; Fiori C; Maurer T; Zang C; Mottrie A; Umari P; Long J-A; Fiard G; De Nunzio C; Tubaro A; Tracey AT; Ferro M; De Cobelli O; Micali S; Bevilacqua L; Torres J; Schips L; Castellucci R; Dobbs R; Quarto G; Bove P; Celia A; De Concilio B; Trombetta C; Silvestri T; Larcher A; Montorsi F; Palumbo C; Furlan M; Bindayi A; Hamilton Z; Breda A; Palou J; Aguilera A; Tanabe K; Raheem A; Amiel T; Yang B; Lima E; Crivellaro S; Perdona S; Gregorio C; Barbati G; Porpiglia F; Autorino R
- Journal article: JOURNAL OF CARDIOVASCULAR MEDICINE. 2019;20(10):682-690de Scordilli M; Pinamonti B; Albani S; Gregorio C; Barbati G; Daneluzzi C; Korcova R; Perkan A; Fabris E; Geri P; Biolo M; Lo Giudice F; Confalonieri M; Sinagra G
- Journal article: JOURNAL OF CLINICAL MEDICINE. 2019;8(8):1168Lombardi T; Berton F; Salgarello S; Barbalonga E; Rapani A; Piovesana F; Gregorio C; Barbati G; Di Lenarda R; Stacchi C
- Journal article: CLINICAL NEUROPHYSIOLOGY. 2019;130(2):231-238Cavinato M; Genna C; Formaggio E; Gregorio C; Storti SF; Manganotti P; Casanova E; Piperno R; Piccione F
- Journal article: EPIDEMIOLOGY BIOSTATISTICS AND PUBLIC HEALTH. 2019;16(4)Azzolina D; Baldi I; Barbati G; Berchialla P; Bottigliengo D; Bucci A; Calza S; Dolce P; Edefonti V; Faragalli A; Fiorito G; Gandin I; Giudici F; Gregori D; Gregorio C; Ieva F; Lanera C; Lorenzoni G; Marchioni M; Milanese A; Ricotti A; Sciannameo V; Solinas G; Vezzoli M
- Journal article: EUROPEAN JOURNAL OF TRANSLATIONAL MYOLOGY. 2018;28(3):7842-311Merico A; Cavinato M; Gregorio C; Lacatena A; Gioia E; Piccione F; Angelini C
- Journal article: EUROPEAN JOURNAL OF TRANSLATIONAL MYOLOGY. 2018;28(1):7278-140Merico A; Cavinato M; Gregorio C; Lacatena A; Gioia E; Piccione F; Angelini C
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All other publications
- Conference publication: EUROPEAN JOURNAL OF HEART FAILURE. 2024;26:529-530Martina Setti M; Merlo M; Gigli M; Munaretto L; Paldino A; Stolfo D; Pio Loco C; Medo K; Gregorio C; Graw S; Ribichini FL; Dal Ferro M; Taylor M; Sinagra G; Mestroni L
- Conference publication: JOURNAL OF HYPERTENSION. 2024;42:e261-e262Morabito G; Rea F; Gregorio C; Ieva F; Barbati G; Corrao G; Mancia G
- Conference publication: BLOOD. 2023;142:197Tentori CA; Gregorio C; Robin M; Gagelmann N; Gurnari C; Ball S; Caballero Berrocal JC; Lanino L; D'Amico S; Spreafico M; Maggioni G; Travaglino E; Sauta E; Meggendorfer M; Zhao L-P; Bernardi M; Di Grazia C; Vago L; Rivoli G; Borin LM; Chiusolo P; Giaccone L; Voso MT; Bewersdorf JP; Nibourel O; Diaz-Beya M; Jerez A; Maria Hernandez F; Velazquez Kennedy K; Xicoy B; Ubezio M; Campagna A; Russo A; Todisco G; Mannina D; Bramanti S; Zampini M; Riva E; Bicchieri M; Asti G; Viviani F; Buizza A; Tinterri B; Bacigalupo A; Rambaldi A; Passamonti F; Ciceri F; Savevski V; Santoro A; Al Ali NH; Sallman DA; Sole F; Garcia-Manero G; Germing U; Kordasti S; Santini V; Sanz G; Kern W; Kubasch AS; Platzbecker U; Diez-Campelo M; Maciejewski JP; Ades L; Fenaux P; Haferlach T; Zeidan AM; Castellani G; Komrokji RS; Ieva F; Della Porta MG
- Conference publication: EUROPEAN HEART JOURNAL SUPPLEMENTS. 2022;24:suac121.525Pezzato A; Fabris E; Gregorio C; Cittar M; Contessi S; Carriere C; Lardieri G; Zecchin M; Perkan A; Sinagra G
- Conference publication: EUROPEAN HEART JOURNAL SUPPLEMENTS. 2022;24:suac121.347Boldrin C; Fabris E; Gregorio C; Pezzato A; Gagno G; Vitrella G; Rakar S; Perkan A; Sinagra G
- Conference publication: EUROPEAN HEART JOURNAL SUPPLEMENTS. 2022;24:suac121.639Nuzzi V; Cannata A; Pellicori P; Manca P; Stolfo D; Gregorio C; Barbati G; Bromage DI; Mcdonagh T; Cleland JG; Merlo M; Sinagra G
- Conference publication: EUROPEAN HEART JOURNAL. 2022;43:828Bessi R; Dal Ferro M; Gregorio C; Paldino A; De Angelis G; De Bellis A; Mase M; Zaffalon D; Gigli M; Stolfo D; Merlo M; Zecchin M; Sinagra G
- Conference publication: JOURNAL OF UROLOGY. 2022;207(5):E951Zeng G; Mazzon G; Gregorio C; Zhong J; Cai C; Pavan N; Zhong W
- Conference publication: EUROPEAN HEART JOURNAL SUPPLEMENTS. 2021;23(G):G116-G117Manca P; Stolfo D; Merlo M; Gregorio C; Cannata A; Ramani F; Nuzzi V; Lund L; Savarese G; Sinagra G
- Conference publication: EUROPEAN HEART JOURNAL SUPPLEMENTS. 2021;23(G):suab139.029Venturelli F; Nuzzi V; Manca P; Santi G; Barbati G; Gregorio C; Stolfo D; Merlo M; Sinagra G
- Conference publication: EUROPEAN HEART JOURNAL SUPPLEMENTS. 2021;23(G):suab140.032Fabris E; Pezzato A; Gregorio C; Barbati G; Falco L; Stolfo D; Vitrella G; Rakar S; Perkan A; Sinagra G
- Conference publication: EUROPEAN HEART JOURNAL SUPPLEMENTS. 2021;23(G):suab139.026Nuzzi V; Cannata A; Manca P; Gregorio C; Barbati G; Stolfo D; Merlo M; Sinagra G
- Conference publication: EUROPEAN HEART JOURNAL SUPPLEMENTS. 2021;23(G):suab139.028Santi G; Manca P; Nuzzi V; Venturelli F; Ramani F; Barbati G; Gregorio C; Stolfo D; Merlo M; Sinagra G
- Conference publication: EUROPEAN HEART JOURNAL SUPPLEMENTS. 2021;23(G):suab134.032Fabris E; Menzio S; Gregorio C; Pezzato A; Stolfo D; Aleksova A; Vitrella G; Rakar S; Perkan A; Van't Hof AWJ; Sinagra G
- Conference publication: EUROPEAN HEART JOURNAL SUPPLEMENTS. 2021;23(G):suab142.028Nuzzi V; Raafs A; Manca P; Henkens MTHM; Gregorio C; Boscutti A; Verdonschot J; Hazebroek M; Knackstedt C; Merlo M; Stolfo D; Sinagra G; Heymans SRB
- Conference publication: EUROPEAN HEART JOURNAL SUPPLEMENTS. 2021;23(G):suab142.040De Luca A; Cappelletto C; Romani S; Perotto M; Gregorio C; Barbati G; Stolfo D; Merlo M; Sinagra G
- Conference publication: ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE. 2021;2021:3505-3508Clementi L; Gregorio C; Savare L; Ieva F; Santambrogio MD; Sangalli LM
- Conference publication: EUROPEAN JOURNAL OF HEART FAILURE. 2021;23:37Manca P; Stolfo D; Merlo M; Gregorio C; Cannata A; Ramani F; Nuzzi V; Lund L; Savarese G; Sinagra G
- Conference publication: EUROPEAN HEART JOURNAL SUPPLEMENTS. 2020;22(N):N9Cappelletto C; Gregorio C; Barbati G; Romani S; De Luca A; Merlo M; Mestroni L; Stolfo D; Sinagra G
- Conference publication: EUROPEAN HEART JOURNAL SUPPLEMENTS. 2020;22(N):N125Cannata A; Manca P; Nuzzi V; Artico J; Gentile P; Gregorio C; Barbati G; Loco CP; Merlo M; Sinagra G
- Conference publication: EUROPEAN HEART JOURNAL SUPPLEMENTS. 2020;22(N):N96-N97Zaffalon D; Pagura L; Barbati G; Gregorio C; Zecchin M; Merlo M; Sinagra G
- Conference publication: EUROPEAN HEART JOURNAL SUPPLEMENTS. 2020;22(N):N125-N126Munaretto L; Restivo L; Merlo M; Gigli M; Graw S; Taylor M; Dal Ferro M; Stolfo D; Brun F; Ramani F; Barbati G; Gregorio C; Mestroni L; Sinagra G
- Conference publication: EUROPEAN JOURNAL OF HEART FAILURE. 2018;20:67Albani SS; Mesin L; De Scordilli M; Pinamonti B; Gregorio C; Barbati G; Geri P; Perkan A; Daneluzzi C; Sinagra G
- Book chapter: LECTURE NOTES IN COMPUTER SCIENCE. 2017;p. 571-583Schoier G; Gregorio C
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Grants
- European Commission1 September 2025 - 31 August 2027The goal of LETMEAGE is to develop innovative methodologies for longitudinal aging metrics and the identification of personalised preventive interventions aimed at extending the healthspan and well-being in older age. The proposed framework views the aging individual as a complex system in which the dimensions of aging - from cellular mechanisms to disease and physical and cognitive function - interact dynamically with each other and with external factors (e.g., socioeconomic, environmental). Specifically, mathematical and statistical methods for longitudinal data will be extended and implemented to reflect clinically accurate and biologically detailed geroscience models. The methodology proposed in LETMEAGE will enable the estimation of subject-specific determinants of the aging process - including their impact on the lifespan- and personalised predictions. Additionally, tailored microsimulation methods will be developed to perform data-driven scenario analyses, estimating the long-term expected gain of hypothetical preventive interventions targeting risk factors for accelerated aging. Following methodological validation through simulations and real-data applications from two longitudinal population-based studies, all methods for estimation, model diagnostics, predictions, and scenario analyses will be integrated into an open-source software package. LETMEAGE is a highly interdisciplinary project combining applied mathematics, scientific computing, biostatistics, aging, and geroscience toward a more holistic approach to aging and geroscience research. By providing robust and advanced analytical methods, LETMEAGE will lead to the efficient utilization of high-quality longitudinal data to address the dramatic demographic increase of the older population. Ultimately, LETMEAGE will support the implementation of a personalized preventive framework toward healthy aging.
Employments
- Postdoctoral Researcher, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, 2024-2027
- Postdoctoral Researcher, Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, 2024-2025