## Research papers

*M. Colombo, H.C. Looker, B. Farran, S. Hess, L. Groop, C.N.A. Palmer, M.J. Brosnan, R.N. Dalton, M. Wong, C. Turner, E. Ahlqvist, D. Dunger, F. Agakov, P. Durrington, S. Livingstone, J. Betteridge, P.M. McKeigue, H.M. Colhoun, on behalf of the SUMMIT investigators*
*Serum Kidney Injury Molecule 1 and Beta 2 Microglobulin perform as well as larger panels for prediction of rapid decline in renal function in type 2 diabetes*
Accepted in Diabetologia
*S. Cherlin, D. Plant, J.C. Taylor, M. Colombo, A. Spiliopoulou, E. Tzanis, A.W. Morgan, M.R. Barnes, P. McKeigue, J.H. Barrett, C. Pitzalis, A. Barton, MATURA Consortium, H.J. Cordell*
*Prediction of treatment response in rheumatoid arthritis patients using genome-wide SNP data*
Accepted in Genetic Epidemiology
*J. Massey, D. Plant, K. Hyrich, A.W. Morgan, A.G. Wilson, A. Spiliopoulou, M. Colombo, P. McKeigue, J. Isaacs, H. Cordell, C. Pitzalis, A. Barton, BRAGGSS, MATURA Consortium*
*Genome-wide association study of response to tumour necrosis factor inhibitor therapy in rheumatoid arthritis*
The Pharmacogenomics Journal, 2018
*M. Colombo, H.C. Looker, B. Farran, F. Agakov, M.J. Brosnan, P. Welsh, N. Sattar, S.J. Livingstone, P.N. Durrington, D.J. Betteridge, P.M. McKeigue, and H.M. Colhoun*
*Apolipoprotein CIII and N-Terminal Prohormone B-type Natriuretic Peptide as independent predictors for cardiovascular disease in type 2 diabetes*
Atherosclerosis, 274, 182-190, 2018
*J.C. Taylor, T. Bongartz, J. Massey, B. Mifsud, A. Spiliopoulou, I.C. Scott, J. Wang, M. Morgan, D. Plant, M. Colombo, P. Orchard, S. Twigg, I.B. McInnes, D. Porter, J.E. Freeston, J.L. Nam, H.J. Cordell, J.D. Isaacs, J.L. Strathdee, D. Arnett, M.J.H. de Hair, P.P. Tak, S. Aslibekyan, R.F. van Vollenhoven, L. Padyukov, S.L. Bridges, C. Pitzalis, A.P. Cope, S.M.M. Verstappen, P. Emery, M.R. Barnes, F. Agakov, P. McKeigue, T. Mushiroda, M. Kubo, R. Weinshilboum, A. Barton, A.W. Morgan, J.H. Barrett, on behalf of the MATURA and PAMERA Consortia*
*Genome-wide association study of response to methotrexate in early rheumatoid arthritis patients*
The Pharmacogenomics Journal, 18, 528-538, 2018
*M.L. Bermingham, M. Colombo, S.J. McGurnaghan, L.A.K. Blackbourn, F. Vučković, M. Pučić Baković, I. Trbojević-Akmačić, G. Lauc, F. Agakov, A. Agakova, C. Hayward, L. Klarić, C.N.A. Palmer, J.R. Petrie, J. Chalmers, A. Collier, F. Green, R.S. Lindsay, S. Macrury, J.A. McKnight, A.W. Patrick, S. Thekkepat, O. Gornik, P.M. McKeigue, H.M. Colhoun, on behalf of the SDRN Type 1 Bioresource Investigators*
*N-glycan profile and kidney disease in type 1 diabetes*
Diabetes Care, 41 (1), 79-87, 2018
*N. Pirastu, P.K. Joshi, P.S. de Vries, M.C. Cornelis, P.M. McKeigue, N. Keum, N. Franceschini, M. Colombo, E.L. Giovannucci, A. Spiliopoulou, L. Franke, K.E. North, P. Kraft, A.C. Morrison, T. Esku, J.F. Wilson*
*GWAS for male-pattern baldness identifies 71 susceptibility loci explaining 38% of the risk*
Nature Communications, 8, 1584, 2017
*J.D. Quell, W. Römisch-Margl, M. Colombo, J. Krumsiek, A.M. Evans, R. Mohney, V. Salomaa, U. de Faire, L.C. Groop, F. Agakov, H.C. Looker, P. McKeigue, H.M. Colhoun, G. Kastenmüller*
*Automated pathway and reaction prediction facilitates in silico identification of unknown metabolites in human cohort studies*
Journal of Chromatography B, 1071, 58-67, 2017
*A. Spiliopoulou, M. Colombo, P. Orchard, F. Agakov, P. McKeigue*
*GeneImp: fast imputation to large reference panels using genotype likelihoods from ultralow coverage sequencing*
Genetics, 206 (1), 91-104, 2017
*H.C. Looker, M. Colombo, S. Hess, M.J. Brosnan, B. Farran, R.N. Dalton, M.C. Wong, C. Turner, C.N. Palmer, E. Nogoceke, L. Groop, V. Salomaa, D.B. Dunger, F. Agakov, P.M. McKeigue and H.M. Colhoun, on behalf of the SUMMIT Investigators*
*Biomarkers of rapid chronic kidney disease progression in type 2 diabetes*
Kidney International, 88, 888-896, 2015
*H.C. Looker, M. Colombo, F. Agakov, T. Zeller, L. Groop, B. Thorand, C.N. Palmer, A. Hamsten, U. de Faire, E. Nogoceke, S.J. Livingstone, V. Salomaa, K. Leander, N. Barbarini, R. Bellazzi, N. van Zuydam, P.M. McKeigue and H.M. Colhoun, on behalf of the SUMMIT Investigators*
*Protein biomarkers for the prediction of cardiovascular disease in type 2 diabetes*
Diabetologia, 58 (6), 1363-1371, 2015
*P.M. McKeigue, M. Colombo, F. Agakov, I. Datta, A. Levin, D. Favro, R.R. Burke, C. Gray-Montgomery, M.C. Iannuzzi and B.A. Rybicki*
*Extending admixture mapping to nuclear pedigrees: application to sarcoidosis*
Genetic Epidemiology, 37 (3), 256-266, 2013
*M. Colombo and A. Grothey*
*A decomposition-based crash-start method for stochastic programming*
Computational Optimization and Applications, 55 (2), 311-340, 2013
*B.A. Rybicki, A.M. Levin, P.M. McKeigue, I. Datta, C. Gray-McGuire, M. Colombo, D. Reich, R.R. Burke and M.C. Iannuzzi*
*A genome-wide admixture scan for ancestry-linked genes predisposing to sarcoidosis in African-Americans*
Genes and Immunity, 12 (2), 67-77, 2011
*M. Colombo, J. Gondzio and A. Grothey*
*A warm-start approach for large-scale stochastic linear programs*
Mathematical Programming, 127 (2), 371-397, 2011
*M. Colombo, A. Grothey, J. Hogg, K. Woodsend and J. Gondzio*
*A structure-conveying modelling language for mathematical and stochastic programming*
Mathematical Programming Computation, 1 (4), 223-247, 2009
*A. Grothey, J. Hogg, K. Woodsend, M. Colombo and J. Gondzio*
*A structure-conveying parallelisable modelling language for mathematical programming*
"Parallel Scientific Computing and Optimization", R. Ciegis, D. Henty, B. Kågström, J. Zilinskas (eds.), Springer Optimization and its Applications, 27, 147-158, 2009
*M. Colombo and J. Gondzio*
*Further development of multiple centrality correctors for interior point methods*
Computational Optimization and Applications, 41 (3), 277-305, 2008
## Technical reports and Dissertations

*June 2009, revised December 2010*
*M. Colombo and A. Grothey*
*A multi-step interior point warm-start approach for large-scale stochastic linear programming*
Technical Report ERGO 09-007
*May 2007, revised October 2007*
*M. Colombo*
*Advances in interior point methods for large-scale linear programming*
Thesis presented for the Degree of PhD in Optimization, School of Mathematics, University of Edinburgh
2006-2018 © marco