Cécile Proust-Lima |

Cécile Proust-Lima

Researcher in Biostatistics

Education

2014 HDR (Habilitation to conduct research), Univ. Bordeaux, France.
2006 PhD in Biostatistics, Univ. Bordeaux Segalen, France.
2003 Master degree in Epidemiology and Public Health, ISPED, Univ. Bordeaux Segalen, France.
2002 Master degree in Biostatistics, National School for Statistics and Information Analysis, ENSAI, Rennes, France.

Positions

2008-… Researcher (CR1), Inserm, Bordeaux, France.
2008 Research Assistant, Biostatistics and Nutrition departments, Inserm, Bordeaux, France.
2008 Assistant Professor, ISPED, Université Bordeaux Segalen, Bordeaux, France.
2007 Postdoctoral fellow, Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, USA.
2003-2006 Assistant professor, ISPED, Université Bordeaux Segalen, Bordeaux, France.

Software

lcmm: Extended Mixed Models Using Latent Classes and Latent Processes. R package version 1.7.8. http://CRAN.R-project.org/package=lcmm
NormPsy: Normalisation of Psychometric Tests. R package version 1.0.3. http://CRAN.R-project.org/package=NormPsy
HETMIXSURV, Fortran 90 program for multivariate heterogeneous longitudinal data analysis. HETMIXSURV

Publications

2017
Picat, M.-Q., Pellegrin, I., Bitard, J., Wittkop, L., Proust-Lima, C., Liquet, B., … ANRS CO3 Aquitaine Cohort. (2017). Integrative Analysis of Immunological Data to Explore Chronic Immune T-Cell Activation in Successfully Treated HIV Patients. PloS One, 12(1), e0169164. http://dx.doi.org/10.1371%2Fjournal.pone.0169164
Proust-Lima, C., Dartigues, J.-F., & Jacqmin-Gadda, H. (2016). Joint modeling of repeated multivariate cognitive measures and competing risks of dementia and death: a latent process and latent class approach. Statistics in Medicine, 35(3), 382–398. https://doi.org/10.1002/sim.6731
Proust-Lima, C., Philipps, V., & Liquet, B. (2017). Estimation of Extended Mixed Models Using Latent Classes and Latent Processes: The R Package lcmm. Journal of Statistical Software, Articles, 78(2), 1–56. https://doi.org/10.18637/jss.v078.i02
Tabue-Teguo, M., Grasset, L., Avila-Funes, J. A., Genuer, R., Proust-Lima, C., Péres, K., … Dartigues, J. F. (2017). Prevalence and Co-Occurrence of Geriatric Syndromes in People Aged 75 Years and Older in France: Results From the Bordeaux Three-city Study. The Journals of Gerontology. Series A, Biological Sciences and Medical Sciences. https://doi.org/10.1093/gerona/glx068
Wagner, M., Dartigues, J. F., Samieri, C., & Proust-Lima, C. (2017). Modeling Risk Factor Trajectories when Measurement Tools Change Sequentially During Follow-Up in Cohort Studies: Application to Dietary Habits in Prodromal Dementia. American Journal of Epidemiology, in press.
Wang, W., Guedj, M., Bertrand, V., Foucquier, J., Jouve, E., Commenges, D., … Attarian, S. (2017). A Rasch Analysis of the Charcot-Marie-Tooth Neuropathy Score (CMTNS) in a Cohort of Charcot-Marie-Tooth Type 1A Patients. PloS One, 12(1), e0169878. https://doi.org/10.1371/journal.pone.0169878

2016
Bellera, C., Proust-Lima, C., Joseph, L., Richaud, P., Taylor, J., Sandler, H., … Mathoulin-Pélissier, S. (2016). A two-stage model in a Bayesian framework to estimate a survival endpoint in the presence of confounding by indication. Statistical Methods in Medical Research. https://doi.org/10.1177/0962280216660127
Carrière, I., Farré, A., Proust-Lima, C., Ryan, J., Ancelin, M. L., & Ritchie, K. (2016). Chronic and remitting trajectories of depressive symptoms in the elderly. Characterisation and risk factors. Epidemiology and Psychiatric Sciences, 1–11. https://doi.org/10.1017/S2045796015001122
Edjolo, A., Proust-Lima, C., Delva, F., Dartigues, J.-F., & Pérès, K. (2016). Natural History of Dependency in the Elderly: A 24-Year Population-Based Study Using a Longitudinal Item Response Theory Model. American Journal of Epidemiology, 183(4), 277–285. https://doi.org/10.1093/aje/kwv223
Ferrer, L., Rondeau, V., Dignam, J., Pickles, T., Jacqmin-Gadda, H., & Proust-Lima, C. (2016). Joint modelling of longitudinal and multi-state processes: application to clinical progressions in prostate cancer. Statistics in Medicine, 35(22), 3933–3948. https://doi.org/10.1002/sim.6972
Król, , A., Ferrer, L., Pignon, J.-P., Proust-Lima, C., Ducreux, M., Bouché, O., … Rondeau, V. (2016). Joint model for left-censored longitudinal data, recurrent events and terminal event: Predictive abilities of tumor burden for cancer evolution with application to the FFCD 2000-05 trial. Biometrics, 72(3), 907–916. https://doi.org/10.1111/biom.12490
Rouanet, A., Joly, P., Dartigues, J.-F., Proust-Lima, C., & Jacqmin-Gadda, H. (2016). Joint latent class model for longitudinal data and interval-censored semi-competing events: Application to dementia. Biometrics, 72(4), 1123–1135. https://doi.org/10.1111/biom.12530
Sène, M., Taylor, J. M., Dignam, J. J., Jacqmin-Gadda, H., & Proust-Lima, C. (2016). Individualized dynamic prediction of prostate cancer recurrence with and without the initiation of a second treatment: Development and validation. Statistical Methods in Medical Research, 25(6), 2972–2991. https://doi.org/10.1177/0962280214535763
Vivot, A., Power, M. C., Glymour, M. M., Mayeda, E. R., Benitez, A., Spiro, A., … Gross, A. L. (2016). Jump, Hop, or Skip: Modeling Practice Effects in Studies of Determinants of Cognitive Change in Older Adults. American Journal of Epidemiology, 183(4), 302–314. https://doi.org/10.1093/aje/kwv212
Weuve*, J., Proust-Lima*, C., Power*, M. C., Gross, A. L., Hofer, S. M., Thiébaut, R., … MELODEM Initiative. (2015). Guidelines for reporting methodological challenges and evaluating potential bias in dementia research. Alzheimer’s & Dementia: The Journal of the Alzheimer’s Association, 11(9), 1098–1109. https://doi.org/10.1016/j.jalz.2015.06.1885

2015
Blanche, P., Proust-Lima, C., Loubère, L., Berr, C., Dartigues, J.-F., & Jacqmin-Gadda, H. (2015). Quantifying and comparing dynamic predictive accuracy of joint models for longitudinal marker and time-to-event in presence of censoring and competing risks. Biometrics, 71(1), 102–113. https://doi.org/10.1111/biom.12232
Commenges, D., Jacqmin-Gadda, H., Alioum, A., Joly, P., Liquet, B., Proust-Lima, C., … Thiébaut, R. (2015a). Dynamical Biostatistical Models. CRC Press.
Commenges, D., Jacqmin-Gadda, H., Alioum, A., Joly, P., Liquet, B., Proust-Lima, C., … Thiébaut, R. (2015b). Modèles biostatistiques pour l’épidémiologie. Louvain-la-Neuve: DE BOECK UNIVERSITE.
Commenges, D., Proust-Lima, C., Samieri, C., & Liquet, B. (2015). A universal approximate cross-validation criterion for regular risk functions. The International Journal of Biostatistics, 11(1), 51–67. https://doi.org/10.1515/ijb-2015-0004
Marioni, R. E., Proust-Lima, C., Amieva, H., Brayne, C., Matthews, F. E., Dartigues, J.-F., & Jacqmin-Gadda, H. (2015). Social activity, cognitive decline and dementia risk: a 20-year prospective cohort study. BMC Public Health, 15, 1089. https://doi.org/10.1186/s12889-015-2426-6
Proust-Lima, C., & Blanche, P. (2015). Dynamic Predictions. In Wiley StatsRef: Statistics Reference Online. John Wiley & Sons, Ltd.

2014

Marioni, R. E., Proust-Lima, C., Amieva, H., Brayne, C., Matthews, F. E., Dartigues, J.-F., & Jacqmin-Gadda, H. (2014). Cognitive lifestyle jointly predicts longitudinal cognitive decline and mortality risk. European Journal of Epidemiology, 29(3), 211‑219. http://doi.org/10.1007/s10654-014-9881-8

Mura, T., Proust-Lima, C., Jacqmin-Gadda, H., Akbaraly, T. N., Touchon, J., Dubois, B., & Berr, C. (2014). Measuring cognitive change in subjects with prodromal Alzheimer’s disease. Journal of Neurology, Neurosurgery, and Psychiatry, 85(4), 363‑370. http://doi.org/10.1136/jnnp-2013-305078

Philipps, V., Amieva, H., Andrieu, S., Dufouil, C., Berr, C., Dartigues, J.-F., … Proust-Lima, C. (2014). Normalized Mini-Mental State Examination for assessing cognitive change in population-based brain aging studies. Neuroepidemiology, 43(1), 15‑25. http://doi.org/10.1159/000365637

Proust-Lima, C., & Blanche, P. (2014). Dynamic Predictions. In Wiley StatsRef: Statistics Reference Online. John Wiley & Sons, Ltd. https://doi.org/10.1002/9781118445112.stat07876

Proust-Lima, C., Séne, M., Taylor, J. M., & Jacqmin-Gadda, H. (2014). Joint latent class models for longitudinal and time-to-event data: A review. Statistical Methods in Medical Research, 23(1), 74‑90. http://doi.org/10.1177/0962280212445839

Samieri, C., Proust-Lima, C., M Glymour, M., Okereke, O. I., Amariglio, R. E., Sperling, R. A., … Grodstein, F. (2014). Subjective cognitive concerns, episodic memory, and the APOE ε4 allele. Alzheimer’s & Dementia: The Journal of the Alzheimer’s Association, 10(6), 752‑759.e1. http://doi.org/10.1016/j.jalz.2014.06.012

Sène, M., Bellera, C. A., & Proust-Lima, C. (2014). Shared random-effect models for the joint analysis of longitudinal and time-to-event data: application to the prediction of prostate cancer recurrence. Journal de la Société Française de Statistique, 155(1), 134‑155.

Sène, M., Taylor, J. M., Dignam, J. J., Jacqmin-Gadda, H., & Proust-Lima, C. (2014). Individualized dynamic prediction of prostate cancer recurrence with and without the initiation of a second treatment: Development and validation. Statistical Methods in Medical Research. http://doi.org/10.1177/0962280214535763

2013

Mura, T., Proust-Lima, C., Akbaraly, T., Amieva, H., Tzourio, C., Chevassus, H., … Berr, C. (2013). Chronic use of benzodiazepines and latent cognitive decline in the elderly: results from the Three-city study. European Neuropsychopharmacology: The Journal of the European College of Neuropsychopharmacology, 23(3), 212‑223. http://doi.org/10.1016/j.euroneuro.2012.05.004

Proust-Lima, C., Amieva, H., & Jacqmin-Gadda, H. (2013). Analysis of multivariate mixed longitudinal data: a flexible latent process approach. The British Journal of Mathematical and Statistical Psychology, 66(3), 470‑487. http://doi.org/10.1111/bmsp.12000

Taylor, J. M. G., Park, Y., Ankerst, D. P., Proust-Lima, C., Williams, S., Kestin, L., … Sandler, H. (2013). Real-time individual predictions of prostate cancer recurrence using joint models. Biometrics, 69(1), 206‑213. http://doi.org/10.1111/j.1541-0420.2012.01823.x

2012

Commenges, D., Liquet, B., & Proust-Lima, C. (2012). Choice of prognostic estimators in joint models by estimating differences of expected conditional Kullback-Leibler risks. Biometrics, 68(2), 380‑387. http://doi.org/10.1111/j.1541-0420.2012.01753.x

Samieri, C., Maillard, P., Crivello, F., Proust-Lima, C., Peuchant, E., Helmer, C., … Barberger-Gateau, P. (2012). Plasma long-chain omega-3 fatty acids and atrophy of the medial temporal lobe. Neurology, 79(7), 642‑650. http://doi.org/10.1212/WNL.0b013e318264e394

2011

Proust-Lima, C., Dartigues, J.-F., & Jacqmin-Gadda, H. (2011). Misuse of the linear mixed model when evaluating risk factors of cognitive decline. American Journal of Epidemiology, 174(9), 1077‑1088. http://doi.org/10.1093/aje/kwr243

Proust-Lima, C., Taylor, J. M. G., Sécher, S., Sandler, H., Kestin, L., Pickles, T., … Williams, S. (2011). Confirmation of a low α/β ratio for prostate cancer treated by external beam radiation therapy alone using a post-treatment repeated-measures model for PSA dynamics. International Journal of Radiation Oncology, Biology, Physics, 79(1), 195‑201. http://doi.org/10.1016/j.ijrobp.2009.10.008

Samieri, C., Féart, C., Proust-Lima, C., Peuchant, E., Dartigues, J.-F., Amieva, H., & Barberger-Gateau, P. (2011). Omega-3 fatty acids and cognitive decline: modulation by ApoEε4 allele and depression. Neurobiology of Aging, 32(12), 2317.e13‑2317.e22. http://doi.org/10.1016/j.neurobiolaging.2010.03.020

Samieri, C., Féart, C., Proust-Lima, C., Peuchant, E., Tzourio, C., Stapf, C., … Barberger-Gateau, P. (2011). Olive oil consumption, plasma oleic acid, and stroke incidence: the Three-City Study. Neurology, 77(5), 418‑425. http://doi.org/10.1212/WNL.0b013e318220abeb

2010

Jacqmin-Gadda, H., Proust-Lima, C., & Amiéva, H. (2010). Semi-parametric latent process model for longitudinal ordinal data: Application to cognitive decline. Statistics in Medicine, 29(26), 2723‑2731. http://doi.org/10.1002/sim.4035

Jacqmin-Gadda, H., Proust-Lima, C., Taylor, J. M. G., & Commenges, D. (2010). Score test for conditional independence between longitudinal outcome and time to event given the classes in the joint latent class model. Biometrics, 66(1), 11‑19. http://doi.org/10.1111/j.1541-0420.2009.01234.x

2009

Proust-Lima, C., Joly, P., Dartigues, J.-F., & Jacqmin-Gadda, H. (2009). Joint modelling of multivariate longitudinal outcomes and a time-to-event: A nonlinear latent class approach. Computational Statistics & Data Analysis, 53(4), 1142‑1154. http://doi.org/10.1016/j.csda.2008.10.017

Proust-Lima, C., & Taylor, J. M. G. (2009). Development and validation of a dynamic prognostic tool for prostate cancer recurrence using repeated measures of posttreatment PSA: a joint modeling approach. Biostatistics (Oxford, England), 10(3), 535‑549. http://doi.org/10.1093/biostatistics/kxp009

2008

Dantan, E., Proust-Lima, C., Letenneur, L., & Jacqmin-Gadda, H. (2008). Pattern mixture models and latent class models for the analysis of multivariate longitudinal data with informative dropouts. The International Journal of Biostatistics, 4(1), Article 14.

Proust-Lima, C., Amieva, H., Letenneur, L., Orgogozo, J.-M., Jacqmin-Gadda, H., & Dartigues, J.-F. (2008). Gender and education impact on brain aging: a general cognitive factor approach. Psychology and Aging, 23(3), 608‑620. http://doi.org/10.1037/a0012838

Proust-Lima, C., Taylor, J. M. G., Williams, S. G., Ankerst, D. P., Liu, N., Kestin, L. L., … Sandler, H. M. (2008). Determinants of change in prostate-specific antigen over time and its association with recurrence after external beam radiation therapy for prostate cancer in five large cohorts. International Journal of Radiation Oncology, Biology, Physics, 72(3), 782‑791. http://doi.org/10.1016/j.ijrobp.2008.01.056

2007

Jacqmin-Gadda, H., Sibillot, S., Proust, C., Molina, J.-M., & Thiébaut, R. (2007). Robustness of the linear mixed model to misspecified error distribution. Computational Statistics & Data Analysis, 51(10), 5142‑5154. http://doi.org/10.1016/j.csda.2006.05.021

Letenneur, L., Proust-Lima, C., Le Gouge, A., Dartigues, J. F., & Barberger-Gateau, P. (2007). Flavonoid intake and cognitive decline over a 10-year period. American Journal of Epidemiology, 165(12), 1364‑1371. http://doi.org/10.1093/aje/kwm036

Proust-Lima, C., Amieva, H., Dartigues, J.-F., & Jacqmin-Gadda, H. (2007). Sensitivity of four psychometric tests to measure cognitive changes in brain aging-population-based studies. American Journal of Epidemiology, 165(3), 344‑350. http://doi.org/10.1093/aje/kwk017

Proust-Lima, C., Letenneur, L., & Jacqmin-Gadda, H. (2007). A nonlinear latent class model for joint analysis of multivariate longitudinal data and a binary outcome. Statistics in Medicine, 26(10), 2229‑2245. http://doi.org/10.1002/sim.2659

2006

Proust, C., Jacqmin-Gadda, H., Taylor, J. M. G., Ganiayre, J., & Commenges, D. (2006). A nonlinear model with latent process for cognitive evolution using multivariate longitudinal data. Biometrics, 62(4), 1014‑1024. http://doi.org/10.1111/j.1541-0420.2006.00573.x

2005

Proust, C., & Jacqmin-Gadda, H. (2005). Estimation of linear mixed models with a mixture of distribution for the random effects. Computer Methods and Programs in Biomedicine, 78(2), 165‑173. http://doi.org/10.1016/j.cmpb.2004.12.004