1
|
Cacciottola L, Camboni A, Gatti E, Marbaix E, Vignali M, Donnez J, Dolmans MM. Fertility potential and safety assessment of residual ovarian cortex in young women diagnosed with epithelial borderline and early-stage malignant ovarian tumors. Gynecol Oncol 2024; 183:15-24. [PMID: 38492474 DOI: 10.1016/j.ygyno.2024.03.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2023] [Revised: 03/04/2024] [Accepted: 03/09/2024] [Indexed: 03/18/2024]
Abstract
OBJECTIVE To establish the safety and quality of ovarian cortex surrounding epithelial ovarian tumors in women eligible for fertility-sparing surgery by identifying occult malignant lesions and characterizing the ovarian follicle pool. METHODS Multicentric retrospective study of 48 subjects (15-45 years), diagnosed with borderline ovarian tumors (BOTs) or early-stage epithelial ovarian cancers (EOCs) and eligible for fertility-sparing surgery. Histological samples of ovarian cortex surrounding tumors were analyzed to characterize the follicle pool, find any occult malignant lesion using tumor-specific markers (cytokeratin 7 and mucin 1), and quantify tumor-infiltrating lymphocytes (TILs) by CD3 and tumor associated macrophages (TAMs) by CD68. RESULTS Occult ovarian lesions were observed in 6 out of 45 cases investigated (14.6%), including one mucinous stage-I BOT (1/14), one serous stage-I BOT (1/13), 3 advanced-stage serous BOTs (3/11) and one early-stage serous EOC (1/7). Notably, follicle density was significantly lower in subjects diagnosed with ovarian tumors compared to controls (p < 0.001) and at a younger age. Significantly higher follicle atresia was encountered in the ovarian tumor group then in controls (20.1 ± 8.8% vs 9.2 ± 9.4%, p < 0.001) at all ages. Both TILs and TAMs were found in ovarian tumors irrespective of histotype, but no link was established with the status of the ovarian reserve. CONCLUSIONS Personalized counseling for fertility preservation is required in the event of BOTs and early-stage EOCs. Fertility-sparing surgery and adjuvant gamete preservation should be considered, balancing the oncological risks according to tumor stage and histotype and fertility potential, especially at a younger age.
Collapse
Affiliation(s)
- L Cacciottola
- Gynecology Research Unit, Institut de Recherche Expérimentale et Clinique, Université Catholique de Louvain, Brussels, Belgium
| | - A Camboni
- Gynecology Research Unit, Institut de Recherche Expérimentale et Clinique, Université Catholique de Louvain, Brussels, Belgium; Department of Anatomopathology, Cliniques Universitaires Saint-Luc, Brussels, Belgium
| | - E Gatti
- Department of Biomedical Science for Health, University of Milan, Milan, Italy
| | - E Marbaix
- Department of Anatomopathology, Cliniques Universitaires Saint-Luc, Brussels, Belgium; Prof Emeritus, Université Catholique de Louvain, Belgium
| | - M Vignali
- Department of Biomedical Science for Health, University of Milan, Milan, Italy
| | - J Donnez
- Prof Emeritus, Université Catholique de Louvain, Belgium; Société de Recherche Pour l'Infertilité, Brussels, Belgium
| | - M M Dolmans
- Gynecology Research Unit, Institut de Recherche Expérimentale et Clinique, Université Catholique de Louvain, Brussels, Belgium; Gynecology Department, Cliniques Universitaires Saint-Luc, Brussels, Belgium.
| |
Collapse
|
2
|
Volpe R, Predieri S, Cianciabella M, Daniele GM, Gatti E, Magli M, Rodinò P, Schiavetto E, Sotis G, Urbinati S. EWHETA (Eat Well for a HEalthy Third Age) Project: novel foods to improve the nutrition in the elderly people. Aging Clin Exp Res 2021; 33:1353-1358. [PMID: 32770343 DOI: 10.1007/s40520-020-01671-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Accepted: 07/23/2020] [Indexed: 10/23/2022]
Abstract
Cardiovascular diseases (CVD) are the leading cause of mortality. However, by treating modifiable cardiovascular risk factors and following a healthy diet as the Mediterranean diet, we have opportunity to prevent CVD. In the EWHETA (Eat Well for a HEalthy Third Age) Project, our goal has been to develop novel foods ("Mediterranean Lasagne", MLs) in versions all nutritionally complete and well balanced in terms of calories, whole carbohydrates, fibers, source of vegetable proteins, and vegetable fats. MLs can be easy prepared at home (inexpensively) and used as fresh food or can be pre-prepared and used in residences for elderly people or in health care residencies. The project has saw the alliance between nutritionists and food and sensor scientists and the active involvement of older people in tasting the novel foods to achieve the final tasty versions of the MLs. We think that the nutritional components of these novel foods and its well-accepted taste, insert in a healthy diet and life style (fundamental aspects at every age), and could contribute to improve diet in the elderly people and prevent malnutrition.
Collapse
Affiliation(s)
- R Volpe
- Servizio Prevenzione e Protezione, SPP-CNR, Rome, Italy.
| | - S Predieri
- Istituto di BioEconomia IBE-CNR, Bologna, Italy.
| | | | - G M Daniele
- Istituto di BioEconomia IBE-CNR, Bologna, Italy
| | - E Gatti
- Istituto di BioEconomia IBE-CNR, Bologna, Italy
| | - M Magli
- Istituto di BioEconomia IBE-CNR, Bologna, Italy
| | - P Rodinò
- Servizio Prevenzione e Protezione, SPP-CNR, Rome, Italy
| | - E Schiavetto
- Servizio Prevenzione e Protezione, SPP-CNR, Rome, Italy
| | - G Sotis
- Servizio Prevenzione e Protezione, SPP-CNR, Rome, Italy
| | - S Urbinati
- Servizio Prevenzione e Protezione, SPP-CNR, Rome, Italy
| |
Collapse
|
3
|
Piochi M, Pierguidi L, Torri L, Spinelli S, Monteleone E, Aprea E, Arena E, Borgogno M, Cravero M, Galassi L, Gatti E, Lozano L, Musi V, Piasentier E, Valli E, Dinnella C. Individual variation in fungiform papillae density with different sizes and relevant associations with responsiveness to oral stimuli. Food Qual Prefer 2019. [DOI: 10.1016/j.foodqual.2019.103729] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
|
4
|
Cavallari C, Dellepiane S, Fonsato V, Medica D, Marengo M, Migliori M, Quercia AD, Pitino A, Formica M, Panichi V, Maffei S, Biancone L, Gatti E, Tetta C, Camussi G, Cantaluppi V. Online Hemodiafiltration Inhibits Inflammation-Related Endothelial Dysfunction and Vascular Calcification of Uremic Patients Modulating miR-223 Expression in Plasma Extracellular Vesicles. J Immunol 2019; 202:2372-2383. [PMID: 30833349 DOI: 10.4049/jimmunol.1800747] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/31/2018] [Accepted: 01/31/2019] [Indexed: 02/06/2023]
Abstract
Decreased inflammation and cardiovascular mortality are evident in patients with end-stage chronic kidney disease treated by online hemodiafiltration. Extracellular vesicles (EV) are mediators of cell-to-cell communication and contain different RNA types. This study investigated whether mixed online hemodiafiltration (mOL-HDF) beneficial effects associate with changes in the RNA content of plasma EV in chronic kidney disease patients. Thirty bicarbonate hemodialysis (BHD) patients were randomized 1:1 to continue BHD or switch to mOL-HDF. Concentration, size, and microRNA content of plasma EV were evaluated for 9 mo; we then studied EV effects on inflammation, angiogenesis, and apoptosis of endothelial cells (HUVEC) and on osteoblast mineralization of vascular smooth muscle cells (VSMC). mOL-HDF treatment reduced different inflammatory markers, including circulating CRP, IL-6, and NGAL. All hemodialysis patients showed higher plasma levels of endothelial-derived EV than healthy subjects, with no significant differences between BHD and mOL-HDF. However, BHD-derived EV had an increased expression of the proatherogenic miR-223 with respect to healthy subjects or mOL-HDF. Compared with EV from healthy subjects, those from hemodialysis patients reduced angiogenesis and increased HUVEC apoptosis and VSMC calcification; however, all these detrimental effects were reduced with mOL-HDF with respect to BHD. Cell transfection with miR-223 mimic or antagomiR proved the role of this microRNA in EV-induced HUVEC and VSMC dysfunction. The switch from BHD to mOL-HDF significantly reduced systemic inflammation and miR-223 expression in plasma EV, thus improving HUVEC angiogenesis and reducing VSMC calcification.
Collapse
Affiliation(s)
| | - Sergio Dellepiane
- Nephrology, Dialysis and Kidney Transplantation Unit, Department of Medical Sciences, University of Turin, Turin 10126, Italy
| | | | - Davide Medica
- Nephrology, Dialysis and Kidney Transplantation Unit, Department of Medical Sciences, University of Turin, Turin 10126, Italy
| | - Marita Marengo
- Nephrology and Dialysis Unit, Local Health Service CN1, Cuneo 12100, Italy
| | | | - Alessandro D Quercia
- Nephrology and Kidney Transplantation Unit, Department of Translational Medicine, University of Piemonte Orientale, Novara 28100, Italy.,Center for Translational Research on Autoimmune and Allergic Diseases, University of Eastern Piedmont, Novara 28100, Italy
| | | | - Marco Formica
- Nephrology and Dialysis Unit, Local Health Service CN1, Cuneo 12100, Italy
| | - Vincenzo Panichi
- Nephrology and Dialysis Unit, Versilia Hospital, Camaiore, Lucca 55049, Italy
| | - Stefano Maffei
- Nephrology, Dialysis and Kidney Transplantation Unit, Department of Medical Sciences, University of Turin, Turin 10126, Italy
| | - Luigi Biancone
- Nephrology, Dialysis and Kidney Transplantation Unit, Department of Medical Sciences, University of Turin, Turin 10126, Italy
| | - Emanuele Gatti
- Department for Health Sciences and Biomedicine, Danube University, 3500 Krems, Austria; and
| | | | - Giovanni Camussi
- Nephrology, Dialysis and Kidney Transplantation Unit, Department of Medical Sciences, University of Turin, Turin 10126, Italy
| | - Vincenzo Cantaluppi
- Nephrology and Kidney Transplantation Unit, Department of Translational Medicine, University of Piemonte Orientale, Novara 28100, Italy; .,Center for Translational Research on Autoimmune and Allergic Diseases, University of Eastern Piedmont, Novara 28100, Italy
| |
Collapse
|
5
|
Laureati M, Spinelli S, Monteleone E, Dinnella C, Prescott J, Cattaneo C, Proserpio C, De Toffoli A, Gasperi F, Endrizzi I, Torri L, Peparaio M, Arena E, Bonello F, Condelli N, Di Monaco R, Gatti E, Piasentier E, Tesini F, Pagliarini E. Associations between food neophobia and responsiveness to “warning” chemosensory sensations in food products in a large population sample. Food Qual Prefer 2018. [DOI: 10.1016/j.foodqual.2018.02.007] [Citation(s) in RCA: 79] [Impact Index Per Article: 13.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
|
6
|
Costanzo A, Rubolini D, Ambrosini R, Caprioli M, Gatti E, Romano A, Parolini M, Gianfranceschi L, Saino N. Association between extra-pair paternity and nestling sex and condition in the barn swallow. Behav Ecol Sociobiol 2018. [DOI: 10.1007/s00265-018-2552-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
|
7
|
Punzi S, Balestrieri C, D’Alesio C, Bossi D, Dellino G, Gatti E, Natoli G, Pelicci P, Lanfrancone L. PO-178 WDR5 promotes metastasis dissemination in breast cancer. ESMO Open 2018. [DOI: 10.1136/esmoopen-2018-eacr25.217] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
|
8
|
Amato C, Carioni C, Kirchgessner J, Marcelli D, Mitteregger A, Moscardo V, Orlandini G, Gatti E, Steil H. EuCliD® – A Medical Registry. Methods Inf Med 2018. [DOI: 10.1055/s-0038-1633841] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
Summary
Objectives:
The European Clinical Database EuCliD®
* has been developed as a tool for supervising selected quality indicators of about 200 European dialysis centers. Major efforts had to be made to comply with local and European laws regarding data security.
Method:
EuCliD® is a Lotus Notes® based flat-file database currently containing medical data of more than 14,000 dialysis patients from 10 European countries. Another 15,000 patients from 150 centers in 4 South-American countries will be added soon. Data are entered either manually or by means of interfaces to existing local data managing systems. This information is transferred to a central Lotus Notes Server. Data evaluation was performed with statistical tools like SPSS.
Results:
EuCliD® is used as a part of the CQI (Continuous Quality Improvement) management system of Fresenius Medical Care (FMC) dialysis units. Each participating dialysis center receives (currently every half year) benchmarking reports at a regular interval. The benchmark for all quality parameters is the weighted mean of the corresponding data of all centers.
Conclusions:
An obvious impact of data sampling and data evaluation on the quality of the treatments could be observed within the first one and a half years of working with EuCliD®. This also concerns important outcome predictors like Kt/V and hemoglobin concentration as the outcome itself expressed in hospitalization days and survival rates. With the help of EuCliD® the user is able to sample clinical data, identify problems, search for solutions with the aim of improving the dialysis treatment quality and guarantee a high-class treatment quality for all patients.
Collapse
|
9
|
Costanzo A, Ambrosini R, Caprioli M, Gatti E, Parolini M, Romano A, Rubolini D, Gianfranceschi L, Saino N. Extrapair fertilizations vary with female traits and pair composition, besides male attractiveness, in barn swallows. Anim Behav 2017. [DOI: 10.1016/j.anbehav.2017.10.019] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
|
10
|
Romano A, Possenti CD, Caprioli M, Gatti E, Gianfranceschi L, Rubolini D, Saino N, Parolini M. Circadian genes polymorphism and breeding phenology in a resident bird, the yellow‐legged gull. J Zool (1987) 2017. [DOI: 10.1111/jzo.12501] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Affiliation(s)
- A. Romano
- Department of Environmental Science and Policy University of Milan Milan Italy
| | - C. D. Possenti
- Department of Environmental Science and Policy University of Milan Milan Italy
| | - M. Caprioli
- Department of Environmental Science and Policy University of Milan Milan Italy
| | - E. Gatti
- Department of Biosciences University of Milan Milan Italy
| | | | - D. Rubolini
- Department of Environmental Science and Policy University of Milan Milan Italy
| | - N. Saino
- Department of Environmental Science and Policy University of Milan Milan Italy
| | - M. Parolini
- Department of Environmental Science and Policy University of Milan Milan Italy
| |
Collapse
|
11
|
Costanzo A, Ambrosini R, Caprioli M, Gatti E, Parolini M, Canova L, Rubolini D, Romano A, Gianfranceschi L, Saino N. Lifetime reproductive success, selection on lifespan, and multiple sexual ornaments in male European barn swallows. Evolution 2017; 71:2457-2468. [DOI: 10.1111/evo.13312] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2017] [Accepted: 06/30/2017] [Indexed: 01/15/2023]
Affiliation(s)
- Alessandra Costanzo
- Department of Environmental Science and Policy; University of Milan; via Celoria 26, I-20133 Milan Italy
| | - Roberto Ambrosini
- Department of Earth and Environmental Sciences (DISAT); University of Milano Bicocca; Piazza della Scienza, 1, I-20126 Milan Italy
| | - Manuela Caprioli
- Department of Environmental Science and Policy; University of Milan; via Celoria 26, I-20133 Milan Italy
| | - Emanuele Gatti
- Department of Biosciences; University of Milan; via Celoria 26, I-20133 Milan Italy
| | - Marco Parolini
- Department of Environmental Science and Policy; University of Milan; via Celoria 26, I-20133 Milan Italy
| | - Luca Canova
- Department of Chemistry; Via Taramelli 12, I-27100 Pavia Italy
| | - Diego Rubolini
- Department of Environmental Science and Policy; University of Milan; via Celoria 26, I-20133 Milan Italy
| | - Andrea Romano
- Department of Environmental Science and Policy; University of Milan; via Celoria 26, I-20133 Milan Italy
| | - Luca Gianfranceschi
- Department of Earth and Environmental Sciences (DISAT); University of Milano Bicocca; Piazza della Scienza, 1, I-20126 Milan Italy
| | - Nicola Saino
- Department of Environmental Science and Policy; University of Milan; via Celoria 26, I-20133 Milan Italy
| |
Collapse
|
12
|
Monteleone E, Spinelli S, Dinnella C, Endrizzi I, Laureati M, Pagliarini E, Sinesio F, Gasperi F, Torri L, Aprea E, Bailetti L, Bendini A, Braghieri A, Cattaneo C, Cliceri D, Condelli N, Cravero M, Del Caro A, Di Monaco R, Drago S, Favotto S, Fusi R, Galassi L, Gallina Toschi T, Garavaldi A, Gasparini P, Gatti E, Masi C, Mazzaglia A, Moneta E, Piasentier E, Piochi M, Pirastu N, Predieri S, Robino A, Russo F, Tesini F. Exploring influences on food choice in a large population sample: The Italian Taste project. Food Qual Prefer 2017. [DOI: 10.1016/j.foodqual.2017.02.013] [Citation(s) in RCA: 62] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
|
13
|
Saino N, Ambrosini R, Albetti B, Caprioli M, De Giorgio B, Gatti E, Liechti F, Parolini M, Romano A, Romano M, Scandolara C, Gianfranceschi L, Bollati V, Rubolini D. Migration phenology and breeding success are predicted by methylation of a photoperiodic gene in the barn swallow. Sci Rep 2017; 7:45412. [PMID: 28361883 PMCID: PMC5374444 DOI: 10.1038/srep45412] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2017] [Accepted: 02/16/2017] [Indexed: 02/07/2023] Open
Abstract
Individuals often considerably differ in the timing of their life-cycle events, with major consequences for individual fitness, and, ultimately, for population dynamics. Phenological variation can arise from genetic effects but also from epigenetic modifications in DNA expression and translation. Here, we tested if CpG methylation at the poly-Q and 5'-UTR loci of the photoperiodic Clock gene predicted migration and breeding phenology of long-distance migratory barn swallows (Hirundo rustica) that were tracked year-round using light-level geolocators. Increasing methylation at Clock poly-Q was associated with earlier spring departure from the African wintering area, arrival date at the European breeding site, and breeding date. Higher methylation levels also predicted increased breeding success. Thus, we showed for the first time in any species that CpG methylation at a candidate gene may affect phenology and breeding performance. Methylation at Clock may be a candidate mechanism mediating phenological responses of migratory birds to ongoing climate change.
Collapse
Affiliation(s)
- Nicola Saino
- Department of Biosciences, University of Milan, via Celoria 26, I-20133 Milan, Italy
| | - Roberto Ambrosini
- Department of Earth and Environmental Sciences (DISAT), University of Milano Bicocca, Piazza della Scienza, 1, I-20126 Milan, Italy
| | - Benedetta Albetti
- EPIGET - Epidemiology, Epigenetics and Toxicology Lab - Department of Clinical Sciences and Community Health, University of Milan, via San Barnaba 8, I-20122 Milan, Italy
| | - Manuela Caprioli
- Department of Biosciences, University of Milan, via Celoria 26, I-20133 Milan, Italy
| | - Barbara De Giorgio
- EPIGET - Epidemiology, Epigenetics and Toxicology Lab - Department of Clinical Sciences and Community Health, University of Milan, via San Barnaba 8, I-20122 Milan, Italy
| | - Emanuele Gatti
- Department of Earth and Environmental Sciences (DISAT), University of Milano Bicocca, Piazza della Scienza, 1, I-20126 Milan, Italy
| | - Felix Liechti
- Swiss Ornithological Insititute, Seerose 1, CH-6204, Sempach, Switzerland
| | - Marco Parolini
- Department of Biosciences, University of Milan, via Celoria 26, I-20133 Milan, Italy
| | - Andrea Romano
- Department of Biosciences, University of Milan, via Celoria 26, I-20133 Milan, Italy
| | - Maria Romano
- Department of Biosciences, University of Milan, via Celoria 26, I-20133 Milan, Italy
| | - Chiara Scandolara
- Department of Biosciences, University of Milan, via Celoria 26, I-20133 Milan, Italy
| | - Luca Gianfranceschi
- Department of Biosciences, University of Milan, via Celoria 26, I-20133 Milan, Italy
| | - Valentina Bollati
- EPIGET - Epidemiology, Epigenetics and Toxicology Lab - Department of Clinical Sciences and Community Health, University of Milan, via San Barnaba 8, I-20122 Milan, Italy
| | - Diego Rubolini
- Department of Biosciences, University of Milan, via Celoria 26, I-20133 Milan, Italy
| |
Collapse
|
14
|
Bazzi G, Cecere JG, Caprioli M, Gatti E, Gianfranceschi L, Podofillini S, Possenti CD, Ambrosini R, Saino N, Spina F, Rubolini D. Clock gene polymorphism, migratory behaviour and geographic distribution: a comparative study of trans-Saharan migratory birds. Mol Ecol 2016; 25:6077-6091. [PMID: 27862517 DOI: 10.1111/mec.13913] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2016] [Revised: 10/25/2016] [Accepted: 10/27/2016] [Indexed: 12/18/2022]
Abstract
Migratory behaviour is controlled by endogenous circannual rhythms that are synchronized by external cues, such as photoperiod. Investigations on the genetic basis of circannual rhythmicity in vertebrates have highlighted that variation at candidate 'circadian clock' genes may play a major role in regulating photoperiodic responses and timing of life cycle events, such as reproduction and migration. In this comparative study of 23 trans-Saharan migratory bird species, we investigated the relationships between species-level genetic variation at two candidate genes, Clock and Adcyap1, and species' traits related to migration and geographic distribution, including timing of spring migration across the Mediterranean Sea, migration distance and breeding latitude. Consistently with previous evidence showing latitudinal clines in 'circadian clock' genotype frequencies, Clock allele size increased with breeding latitude across species. However, early- and late-migrating species had similar Clock allele size. Species migrating over longer distances, showing delayed spring migration and smaller phenotypic variance in spring migration timing, had significantly reduced Clock (but not Adcyap1) gene diversity. Phylogenetic confirmatory path analysis suggested that migration date and distance were the most important variables directly affecting Clock gene diversity. Hence, our study supports the hypothesis that Clock allele size increases poleward as a consequence of adaptation to the photoperiodic regime of the breeding areas. Moreover, we show that long-distance migration is associated with lower Clock diversity, coherently with strong stabilizing selection acting on timing of life cycle events in long-distance migratory species, likely resulting from the time constraints imposed by late spring migration.
Collapse
Affiliation(s)
- Gaia Bazzi
- Dipartimento di Bioscienze, Università degli Studi di Milano, via Celoria 26, I-20133, Milan, Italy
| | - Jacopo G Cecere
- ISPRA - Istituto Superiore per la Protezione e la Ricerca Ambientale, via Cà Fornacetta 9, I-40064, Ozzano dell'Emilia (BO), Italy
| | - Manuela Caprioli
- Dipartimento di Bioscienze, Università degli Studi di Milano, via Celoria 26, I-20133, Milan, Italy
| | - Emanuele Gatti
- Dipartimento di Bioscienze, Università degli Studi di Milano, via Celoria 26, I-20133, Milan, Italy
| | - Luca Gianfranceschi
- Dipartimento di Bioscienze, Università degli Studi di Milano, via Celoria 26, I-20133, Milan, Italy
| | - Stefano Podofillini
- Dipartimento di Bioscienze, Università degli Studi di Milano, via Celoria 26, I-20133, Milan, Italy
| | - Cristina D Possenti
- Dipartimento di Bioscienze, Università degli Studi di Milano, via Celoria 26, I-20133, Milan, Italy
| | - Roberto Ambrosini
- Dipartimento di Scienze dell'Ambiente e della Terra (DISAT), Università degli Studi di Milano Bicocca, Piazza della Scienza 1, I-20126, Milan, Italy
| | - Nicola Saino
- Dipartimento di Bioscienze, Università degli Studi di Milano, via Celoria 26, I-20133, Milan, Italy
| | - Fernando Spina
- ISPRA - Istituto Superiore per la Protezione e la Ricerca Ambientale, via Cà Fornacetta 9, I-40064, Ozzano dell'Emilia (BO), Italy
| | - Diego Rubolini
- Dipartimento di Bioscienze, Università degli Studi di Milano, via Celoria 26, I-20133, Milan, Italy
| |
Collapse
|
15
|
Bazzi G, Podofillini S, Gatti E, Gianfranceschi L, Cecere JG, Spina F, Saino N, Rubolini D. Candidate genes have sex-specific effects on timing of spring migration and moult speed in a long-distance migratory bird. Curr Zool 2016; 63:479-486. [PMID: 29492007 PMCID: PMC5804205 DOI: 10.1093/cz/zow103] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2016] [Accepted: 10/07/2016] [Indexed: 01/09/2023] Open
Abstract
The timing of major life-history events, such as migration and moult, is set by endogenous circadian and circannual clocks, that have been well characterized at the molecular level. Conversely, the genetic sources of variation in phenology and in other behavioral traits have been sparsely addressed. It has been proposed that inter-individual variability in the timing of seasonal events may arise from allelic polymorphism at phenological candidate genes involved in the signaling cascade of the endogenous clocks. In this study of a long-distance migratory passerine bird, the willow warbler Phylloscopus trochilus, we investigated whether allelic variation at 5 polymorphic loci of 4 candidate genes (Adcyap1, Clock, Creb1, and Npas2), predicted 2 major components of the annual schedule, namely timing of spring migration across the central Mediterranean sea and moult speed, the latter gauged from ptilochronological analyses of tail feathers moulted in the African winter quarters. We identified a novel Clock gene locus (Clock region 3) showing polyQ polymorphism, which was however not significantly associated with any phenotypic trait. Npas2 allele size predicted male (but not female) spring migration date, with males bearing longer alleles migrating significantly earlier than those bearing shorter alleles. Creb1 allele size significantly predicted male (but not female) moult speed, longer alleles being associated with faster moult. All other genotype-phenotype associations were statistically non-significant. These findings provide new evidence for a role of candidate genes in modulating the phenology of different circannual activities in long-distance migratory birds, and for the occurrence of sex-specific candidate gene effects.
Collapse
Affiliation(s)
- Gaia Bazzi
- Dipartimento di Bioscienze, Università degli Studi di Milano, via Celoria 26, Milan I-20133, Italy
| | - Stefano Podofillini
- Dipartimento di Bioscienze, Università degli Studi di Milano, via Celoria 26, Milan I-20133, Italy
| | - Emanuele Gatti
- Dipartimento di Bioscienze, Università degli Studi di Milano, via Celoria 26, Milan I-20133, Italy
| | - Luca Gianfranceschi
- Dipartimento di Bioscienze, Università degli Studi di Milano, via Celoria 26, Milan I-20133, Italy
| | - Jacopo G Cecere
- ISPRA-Istituto Superiore per la Protezione e la Ricerca Ambientale, via Cà Fornacetta 9, Ozzano dell'Emilia, BO I-40064, Italy
| | - Fernando Spina
- ISPRA-Istituto Superiore per la Protezione e la Ricerca Ambientale, via Cà Fornacetta 9, Ozzano dell'Emilia, BO I-40064, Italy
| | - Nicola Saino
- Dipartimento di Bioscienze, Università degli Studi di Milano, via Celoria 26, Milan I-20133, Italy
| | - Diego Rubolini
- Dipartimento di Bioscienze, Università degli Studi di Milano, via Celoria 26, Milan I-20133, Italy
| |
Collapse
|
16
|
Cantaluppi V, Cavallari C, Fonsato V, Dellepiane S, Marengo M, Migliori M, Formica M, Panichi V, Biancone L, Tetta C, Gatti E, Camussi G. MO012MIXED ON LINE HEMODIAFILTRATION MODULATES MICRORNA223 EXPRESSION IN CIRCULATING PLASMA EXTRACELLULAR VESICLES: PROTECTIVE ROLE ON ENDOTHELIAL DYSFUNCTION AND VASCULAR CALCIFICATION IN HEMODIALYSIS PATIENTS. Nephrol Dial Transplant 2016. [DOI: 10.1093/ndt/gfw131.02] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
|
17
|
Barbieri C, Bolzoni E, Mari F, Cattinelli I, Bellocchio F, Martin JD, Amato C, Stopper A, Gatti E, Macdougall IC, Stuard S, Canaud B. Performance of a Predictive Model for Long-Term Hemoglobin Response to Darbepoetin and Iron Administration in a Large Cohort of Hemodialysis Patients. PLoS One 2016; 11:e0148938. [PMID: 26939055 PMCID: PMC4777424 DOI: 10.1371/journal.pone.0148938] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2015] [Accepted: 01/23/2016] [Indexed: 12/18/2022] Open
Abstract
Anemia management, based on erythropoiesis stimulating agents (ESA) and iron supplementation, has become an increasingly challenging problem in hemodialysis patients. Maintaining hemodialysis patients within narrow hemoglobin targets, preventing cycling outside target, and reducing ESA dosing to prevent adverse outcomes requires considerable attention from caregivers. Anticipation of the long-term response (i.e. at 3 months) to the ESA/iron therapy would be of fundamental importance for planning a successful treatment strategy. To this end, we developed a predictive model designed to support decision-making regarding anemia management in hemodialysis (HD) patients treated in center. An Artificial Neural Network (ANN) algorithm for predicting hemoglobin concentrations three months into the future was developed and evaluated in a retrospective study on a sample population of 1558 HD patients treated with intravenous (IV) darbepoetin alfa, and IV iron (sucrose or gluconate). Model inputs were the last 90 days of patients’ medical history and the subsequent 90 days of darbepoetin/iron prescription. Our model was able to predict individual variation of hemoglobin concentration 3 months in the future with a Mean Absolute Error (MAE) of 0.75 g/dL. Error analysis showed a narrow Gaussian distribution centered in 0 g/dL; a root cause analysis identified intercurrent and/or unpredictable events associated with hospitalization, blood transfusion, and laboratory error or misreported hemoglobin values as the main reasons for large discrepancy between predicted versus observed hemoglobin values. Our ANN predictive model offers a simple and reliable tool applicable in daily clinical practice for predicting the long-term response to ESA/iron therapy of HD patients.
Collapse
Affiliation(s)
| | | | - Flavio Mari
- Fresenius Medical Care, Bad Homburg, Germany
| | | | | | - José D. Martin
- Intelligent Data Analysis Laboratory, University of Valencia, Burjassot (Valencia), Spain
| | | | | | - Emanuele Gatti
- Center for Biomedical Technology at the Danube University, Krems, Austria
| | | | | | - Bernard Canaud
- Fresenius Medical Care, Bad Homburg, Germany
- UFR Medicine, University of Montpellier I, Montpellier, France
- * E-mail:
| |
Collapse
|
18
|
Barbieri C, Mari F, Stopper A, Gatti E, Escandell-Montero P, Martínez-Martínez JM, Martín-Guerrero JD. A new machine learning approach for predicting the response to anemia treatment in a large cohort of End Stage Renal Disease patients undergoing dialysis. Comput Biol Med 2015; 61:56-61. [DOI: 10.1016/j.compbiomed.2015.03.019] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2014] [Revised: 02/18/2015] [Accepted: 03/16/2015] [Indexed: 11/24/2022]
|
19
|
Chaveroux C, Carraro V, Canaple L, Averous J, Maurin AC, Jousse C, Muranishi Y, Parry L, Mesclon F, Gatti E, Mallet J, Ravassard P, Pierre P, Fafournoux P, Bruhat A. In vivo imaging of the spatiotemporal activity of the eIF2 -ATF4 signaling pathway: Insights into stress and related disorders. Sci Signal 2015; 8:rs5. [DOI: 10.1126/scisignal.aaa0549] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
|
20
|
Marcelli D, Usvyat LA, Kotanko P, Bayh I, Canaud B, Etter M, Gatti E, Grassmann A, Wang Y, Marelli C, Scatizzi L, Stopper A, van der Sande FM, Kooman J. Body composition and survival in dialysis patients: results from an international cohort study. Clin J Am Soc Nephrol 2015; 10:1192-200. [PMID: 25901091 DOI: 10.2215/cjn.08550814] [Citation(s) in RCA: 122] [Impact Index Per Article: 13.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2014] [Accepted: 03/18/2015] [Indexed: 12/16/2022]
Abstract
BACKGROUND AND OBJECTIVES High body mass index appears protective in hemodialysis patients, but uncertainty prevails regarding which components of body composition, fat or lean body mass, are primarily associated with survival. DESIGN, SETTING, PARTICIPANTS, & MEASUREMENTS Data between April 2006 and December 2012 were extracted from the Fresenius Medical Care Europe subset of the international MONitoring Dialysis Outcomes initiative. Fresenius Medical Care Europe archives a unique repository of predialysis body composition measurements determined by multifrequency bioimpedance (BCM Body Composition Monitor). The BCM Body Composition Monitor reports lean tissue indices (LTIs) and fat tissue indices (FTIs), which are the respective tissue masses normalized to height squared, relative to an age- and sex-matched healthy population. The relationship between LTI and FTI and all-cause mortality was studied by Kaplan-Meier analysis, multivariate Cox regression, and smoothing spline ANOVA logistic regression. RESULTS In 37,345 hemodialysis patients, median (25th-75th percentile) LTI and FTI were 12.2 (10.3-14.5) and 9.8 (6.6-12.4) kg/m(2), respectively. Median (25th-75th percentile) follow-up time was 266 (132-379) days; 3458 (9.2%) patients died during follow-up. Mortality was lowest with both LTI and FTI in the 10th-90th percentile (reference group) and significantly higher at the lower LTI and FTI extreme (hazard ratio [HR], 3.37; 95% confidence interval [95% CI], 2.94 to 3.87; P<0.001). Survival was best with LTI between 15 and 20 kg/m(2) and FTI between 4 and 15 kg/m(2) (probability of death during follow-up: <5%). When taking the relation between both compartments into account, the interaction was significant (P=0.01). Higher FTI appeared protective in patients with low LTI (HR, 3.37; 95% CI, 2.94 to 3.87; P<0.001 at low LTI-low FTI, decreasing to HR, 1.79; 95% CI, 1.47 to 2.17; P<0.001 at low LTI-high FTI). CONCLUSIONS This large international study indicates best survival in patients with both LTI and FTI in the 10th-90th percentiles of a healthy population. In analyses of body composition, both lean tissue and fat tissue compartments and also their relationship should be considered.
Collapse
Affiliation(s)
| | | | - Peter Kotanko
- Renal Research Institute, New York, New York; Mount Sinai Hospital, New York, New York
| | - Inga Bayh
- Fresenius Medical Care, Bad Homburg, Germany
| | - Bernard Canaud
- Fresenius Medical Care, Bad Homburg, Germany; University of Montpellier I, Montpellier, France
| | | | - Emanuele Gatti
- Fresenius Medical Care, Bad Homburg, Germany; Danube University, Krems, Austria
| | | | - Yuedong Wang
- University of California-Santa Barbara, Santa Barbara, California
| | | | | | | | | | - Jeroen Kooman
- Maastricht University Medical Center, Maastricht, The Netherlands
| | | |
Collapse
|
21
|
Saino N, Bazzi G, Gatti E, Caprioli M, Cecere JG, Possenti CD, Galimberti A, Orioli V, Bani L, Rubolini D, Gianfranceschi L, Spina F. Polymorphism at theClockgene predicts phenology of long-distance migration in birds. Mol Ecol 2015; 24:1758-73. [DOI: 10.1111/mec.13159] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2014] [Revised: 03/13/2015] [Accepted: 03/13/2015] [Indexed: 11/27/2022]
Affiliation(s)
- Nicola Saino
- Department of Biosciences; University of Milan; via Celoria 26 Milan I-20133 Italy
| | - Gaia Bazzi
- Department of Biosciences; University of Milan; via Celoria 26 Milan I-20133 Italy
| | - Emanuele Gatti
- Department of Biosciences; University of Milan; via Celoria 26 Milan I-20133 Italy
| | - Manuela Caprioli
- Department of Biosciences; University of Milan; via Celoria 26 Milan I-20133 Italy
| | - Jacopo G. Cecere
- ISPRA-Italian Institute for Environmental Protection and Research; Via Cà Fornacetta 9 Ozzano dell'Emilia I-40064 Italy
| | - Cristina D. Possenti
- Department of Biosciences; University of Milan; via Celoria 26 Milan I-20133 Italy
| | - Andrea Galimberti
- Department of Biotechnology and Biosciences; University of Milano-Bicocca; Piazza della Scienza 2 Milan I-20126 Italy
| | - Valerio Orioli
- Department of Earth and Environmental Sciences; University of Milano-Bicocca; Piazza della Scienza 1 Milan I-20126 Italy
| | - Luciano Bani
- Department of Earth and Environmental Sciences; University of Milano-Bicocca; Piazza della Scienza 1 Milan I-20126 Italy
| | - Diego Rubolini
- Department of Biosciences; University of Milan; via Celoria 26 Milan I-20133 Italy
| | - Luca Gianfranceschi
- Department of Biosciences; University of Milan; via Celoria 26 Milan I-20133 Italy
| | - Fernando Spina
- ISPRA-Italian Institute for Environmental Protection and Research; Via Cà Fornacetta 9 Ozzano dell'Emilia I-40064 Italy
| |
Collapse
|
22
|
Canaud B, Bayh I, Marcelli D, Ponce P, Merello JI, Gurevich K, Ladanyi E, Ok E, Imamovic G, Grassmann A, Scatizzi L, Gatti E. Improved survival of incident patients with high-volume haemodiafiltration: a propensity-matched cohort study with inverse probability of censoring weighting. Nephron Clin Pract 2015; 129:179-88. [PMID: 25765538 DOI: 10.1159/000371446] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2014] [Accepted: 12/09/2014] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Haemodiafiltration (HDF) is the preferred dialysis modality in many countries. The aim of the study was to compare the survival of incident patients on high-volume HDF (HV-HDF) with high-flux haemodialysis (HD) in a large-scale European dialysis population. METHODS The study population was extracted from 47,979 patients in 369 NephroCare centres throughout 12 countries. Baseline was six months after dialysis initiation; maximum follow-up was 5 years. Patients were either on HV-HDF (defined as with ≥21 litres substitution fluid volume per session) or on HD if on that treatment for ≥75% of the 3 months before baseline. The main predictor was treatment modality. Other parameters included country, age, gender, BMI, haemoglobin, albumin and Charlson comorbidity index. Propensity score matching and Inverse Probability of Censoring Weighting (IPCW) were applied to reduce bias by indication and consider modality crossover, respectively. RESULTS After propensity score matching, 1,590 incident patients remained. Kaplan-Meier and proportional Cox regression analyses revealed no significant survival advantage of HV-HDF. Results were biased by modality crossover: during the 5-year study period, 7% of HV-HDF patients switched to HD, and 55% of HD patients switched to HV-HDF. IPCW uncovered a statistically significant survival advantage of HV-HDF (OR 0.501; CI 0.366-0.684; p < 0.001). A higher benefit of HV-HDF for some subgroups was revealed, for example, non-diabetics, patients 65-74 years, patients with obesity or high blood pressure. CONCLUSIONS This large-scale study supports the generalizability of previous RCT findings regarding the survival benefit of HV-HDF. Sub-group analysis showed that some sub-cohorts appear to benefit more from HV-HDF than others.
Collapse
|
23
|
Gandjour A, Tschulena U, Steppan S, Gatti E. A simulation model to estimate cost-offsets for a disease-management program for chronic kidney disease. Expert Rev Pharmacoecon Outcomes Res 2014; 15:341-7. [PMID: 25434825 DOI: 10.1586/14737167.2015.972375] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
AIM The aim of this paper is to develop a simulation model that analyzes cost-offsets of a hypothetical disease management program (DMP) for patients with chronic kidney disease (CKD) in Germany compared to no such program. METHODS A lifetime Markov model with simulated 65-year-old patients with CKD was developed using published data on costs and health status and simulating the progression to end-stage renal disease (ESRD), cardiovascular disease and death. A statutory health insurance perspective was adopted. RESULTS This modeling study shows considerable potential for cost-offsets from a DMP for patients with CKD. The potential for cost-offsets increases with relative risk reduction by the DMP and baseline glomerular filtration rate. Results are most sensitive to the cost of dialysis treatment. CONCLUSION This paper presents a general 'prototype' simulation model for the prevention of ESRD. The model allows for further modification and adaptation in future applications.
Collapse
|
24
|
Martínez-Martínez JM, Escandell-Montero P, Barbieri C, Soria-Olivas E, Mari F, Martínez-Sober M, Amato C, Serrano López AJ, Bassi M, Magdalena-Benedito R, Stopper A, Martín-Guerrero JD, Gatti E. Prediction of the hemoglobin level in hemodialysis patients using machine learning techniques. Comput Methods Programs Biomed 2014; 117:208-217. [PMID: 25070755 DOI: 10.1016/j.cmpb.2014.07.001] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/02/2013] [Revised: 07/02/2014] [Accepted: 07/04/2014] [Indexed: 06/03/2023]
Abstract
Patients who suffer from chronic renal failure (CRF) tend to suffer from an associated anemia as well. Therefore, it is essential to know the hemoglobin (Hb) levels in these patients. The aim of this paper is to predict the hemoglobin (Hb) value using a database of European hemodialysis patients provided by Fresenius Medical Care (FMC) for improving the treatment of this kind of patients. For the prediction of Hb, both analytical measurements and medication dosage of patients suffering from chronic renal failure (CRF) are used. Two kinds of models were trained, global and local models. In the case of local models, clustering techniques based on hierarchical approaches and the adaptive resonance theory (ART) were used as a first step, and then, a different predictor was used for each obtained cluster. Different global models have been applied to the dataset such as Linear Models, Artificial Neural Networks (ANNs), Support Vector Machines (SVM) and Regression Trees among others. Also a relevance analysis has been carried out for each predictor model, thus finding those features that are most relevant for the given prediction.
Collapse
Affiliation(s)
- José M Martínez-Martínez
- IDAL, Intelligent Data Analysis Laboratory, University of Valencia, Electronic Engineering Department, Av de la Universidad, s/n, Burjassot, 46100 Valencia, Spain.
| | - Pablo Escandell-Montero
- IDAL, Intelligent Data Analysis Laboratory, University of Valencia, Electronic Engineering Department, Av de la Universidad, s/n, Burjassot, 46100 Valencia, Spain
| | | | - Emilio Soria-Olivas
- IDAL, Intelligent Data Analysis Laboratory, University of Valencia, Electronic Engineering Department, Av de la Universidad, s/n, Burjassot, 46100 Valencia, Spain
| | - Flavio Mari
- Fresenius Medical Care, Bad Homburg, Germany
| | - Marcelino Martínez-Sober
- IDAL, Intelligent Data Analysis Laboratory, University of Valencia, Electronic Engineering Department, Av de la Universidad, s/n, Burjassot, 46100 Valencia, Spain
| | | | - Antonio J Serrano López
- IDAL, Intelligent Data Analysis Laboratory, University of Valencia, Electronic Engineering Department, Av de la Universidad, s/n, Burjassot, 46100 Valencia, Spain
| | | | - Rafael Magdalena-Benedito
- IDAL, Intelligent Data Analysis Laboratory, University of Valencia, Electronic Engineering Department, Av de la Universidad, s/n, Burjassot, 46100 Valencia, Spain
| | | | - José D Martín-Guerrero
- IDAL, Intelligent Data Analysis Laboratory, University of Valencia, Electronic Engineering Department, Av de la Universidad, s/n, Burjassot, 46100 Valencia, Spain
| | - Emanuele Gatti
- Fresenius Medical Care, Bad Homburg, Germany; Department of Clinical Medicine and Biotechnology, Danube University Krems, Austria
| |
Collapse
|
25
|
Canaud B, Bowry SK, Tetta C, Gatti E. The Case for Treating Refractory Congestive Heart Failure with Ultrafiltration. Blood Purif 2014; 37 Suppl 2:51-60. [DOI: 10.1159/000361063] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
|
26
|
Escandell-Montero P, Chermisi M, Martínez-Martínez JM, Gómez-Sanchis J, Barbieri C, Soria-Olivas E, Mari F, Vila-Francés J, Stopper A, Gatti E, Martín-Guerrero JD. Optimization of anemia treatment in hemodialysis patients via reinforcement learning. Artif Intell Med 2014; 62:47-60. [PMID: 25091172 DOI: 10.1016/j.artmed.2014.07.004] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2013] [Revised: 06/23/2014] [Accepted: 07/11/2014] [Indexed: 10/25/2022]
Abstract
OBJECTIVE Anemia is a frequent comorbidity in hemodialysis patients that can be successfully treated by administering erythropoiesis-stimulating agents (ESAs). ESAs dosing is currently based on clinical protocols that often do not account for the high inter- and intra-individual variability in the patient's response. As a result, the hemoglobin level of some patients oscillates around the target range, which is associated with multiple risks and side-effects. This work proposes a methodology based on reinforcement learning (RL) to optimize ESA therapy. METHODS RL is a data-driven approach for solving sequential decision-making problems that are formulated as Markov decision processes (MDPs). Computing optimal drug administration strategies for chronic diseases is a sequential decision-making problem in which the goal is to find the best sequence of drug doses. MDPs are particularly suitable for modeling these problems due to their ability to capture the uncertainty associated with the outcome of the treatment and the stochastic nature of the underlying process. The RL algorithm employed in the proposed methodology is fitted Q iteration, which stands out for its ability to make an efficient use of data. RESULTS The experiments reported here are based on a computational model that describes the effect of ESAs on the hemoglobin level. The performance of the proposed method is evaluated and compared with the well-known Q-learning algorithm and with a standard protocol. Simulation results show that the performance of Q-learning is substantially lower than FQI and the protocol. When comparing FQI and the protocol, FQI achieves an increment of 27.6% in the proportion of patients that are within the targeted range of hemoglobin during the period of treatment. In addition, the quantity of drug needed is reduced by 5.13%, which indicates a more efficient use of ESAs. CONCLUSION Although prospective validation is required, promising results demonstrate the potential of RL to become an alternative to current protocols.
Collapse
Affiliation(s)
- Pablo Escandell-Montero
- Intelligent Data Analysis Laboratory, University of Valencia, Av. de la Universidad, s/n, 46100 Burjassot (Valencia), Spain.
| | - Milena Chermisi
- Healthcare and Business Advanced Modeling, Fresenius Medical Care, Else-Kröner-Strasse 1, 61352 Bad Homburg, Germany
| | - José M Martínez-Martínez
- Intelligent Data Analysis Laboratory, University of Valencia, Av. de la Universidad, s/n, 46100 Burjassot (Valencia), Spain
| | - Juan Gómez-Sanchis
- Intelligent Data Analysis Laboratory, University of Valencia, Av. de la Universidad, s/n, 46100 Burjassot (Valencia), Spain
| | - Carlo Barbieri
- Healthcare and Business Advanced Modeling, Fresenius Medical Care, Else-Kröner-Strasse 1, 61352 Bad Homburg, Germany
| | - Emilio Soria-Olivas
- Intelligent Data Analysis Laboratory, University of Valencia, Av. de la Universidad, s/n, 46100 Burjassot (Valencia), Spain
| | - Flavio Mari
- Healthcare and Business Advanced Modeling, Fresenius Medical Care, Else-Kröner-Strasse 1, 61352 Bad Homburg, Germany
| | - Joan Vila-Francés
- Intelligent Data Analysis Laboratory, University of Valencia, Av. de la Universidad, s/n, 46100 Burjassot (Valencia), Spain
| | - Andrea Stopper
- Healthcare and Business Advanced Modeling, Fresenius Medical Care, Else-Kröner-Strasse 1, 61352 Bad Homburg, Germany
| | - Emanuele Gatti
- Healthcare and Business Advanced Modeling, Fresenius Medical Care, Else-Kröner-Strasse 1, 61352 Bad Homburg, Germany; Centre for Biomedical Technology at Danube, University of Krems, Dr.-Karl-Dorrek-Strasse 30, 3500 Krems, Austria
| | - José D Martín-Guerrero
- Intelligent Data Analysis Laboratory, University of Valencia, Av. de la Universidad, s/n, 46100 Burjassot (Valencia), Spain
| |
Collapse
|
27
|
Bornstein J, McCullough K, Combe C, Bieber B, Jadoul M, Pisoni R, Mariani L, Robinson B, Saito A, Sen A, Tentori F, Guinsburg A, Marelli C, Marcelli D, Usvyat L, Maddux D, Canaud B, Kotanko P, Hwang SJ, Hsieh HM, Chen HF, Mau LW, Lin MY, Hsu CC, Yang WC, Pitcher D, Rao A, Phelps R, Canaud B, Barbieri C, Marcelli D, Bellocchio F, Bowry S, Mari F, Amato C, Gatti E, Zitt E, Hafner-Giessauf H, Wimmer B, Herr A, Horn S, Friedl C, Sprenger-Maehr H, Kramar R, Rosenkranz AR, Lhotta K, Ferris M, Marcelli D, Marelli C, Etter M, Xu X, Grassmann A, Von Gersdorff GD, Pecoits-Filho R, Sylvestre L, Kotanko P, Usvyat L, Consortium M, Dzekova-Vidimliski P, Nikolov I, Trajceska L, Selim G, Gelev S, Matevska Geshkovska N, Dimovski A, Sikole A, Suleymanlar G, Utas C, Ecder T, Ates K, Bieber B, Robinson BM, Pisoni RL, Laplante S, Liu FX, Culleton B, Tomilina N, Bikbov B, Andrusev A, Zemchenkov A, Bieber B, Robinson BM, Pisoni RL, Bikbov B, Tomilina N, Kotenko O, Andrusev A, Panaye M, Jolivot A, Lemoine S, Guebre-Egziabher F, Doret M, Juillard L, Filiopoulos V, Hadjiyannakos D, Papakostoula A, Takouli L, Biblaki D, Dounavis A, Vlassopoulos D, Bikbov B, Tomilina N, Al Wakeel J, Bieber B, Al Obaidli AA, Ahmed Almaimani Y, Al-Arrayed S, Alhelal B, Fawzy A, Robinson BM, Pisoni RL, Aucella F, Girotti G, Gesuete A, Cicchella A, Seresin C, Vinci C, Scaparrotta G, Naso A, Pilotto A, Hoffmann TR, Flusser V, Santoro LF, Almeida FA, Aucella F, Girotti G, Gesuete A, Cicchella A, Seresin C, Vinci C, Scaparrotta G, Ganugi S, Gnerre T, Russo GE, Amato M, Naso A, Pilotto A, Trigka K, Douzdampanis P, Chouchoulis K, Mpimpi A, Kaza M, Pipili C, Kyritsis I, Fourtunas C, Ortalda V, Tomei P, Ybarek T, Lupo A, Torreggiani M, Esposito V, Catucci D, Arazzi M, Colucci M, Montagna G, Semeraro L, Efficace E, Piazza V, Picardi L, Esposito C, Hekmat R, Mohebi M, Ahmadzadehhashemi S, Park J, Hwang E, Jang M, Park S, Resende LL, Dantas MA, Martins MTS, Lopes GB, Lopes AA, Engelen W, Elseviers M, Gheuens E, Colson C, Muyshondt I, Daelemans R, He Y, Chen J, Luan S, Wan Q, Cuoghi A, Bellei E, Monari E, Bergamini S, Tomasi A, Atti M, Caiazzo M, Palladino G, Bruni F, Tekce H, Ozturk S, Aktas G, Kin Tekce B, Erdem A, Uyeturk U, Ozyasar M, Taslamacioglu Duman T, Yazici M, Schaubel DE, McCullough KP, Morgenstern H, Gallagher MP, Hasegawa T, Pisoni RL, Robinson BM, Nacak H, Van Diepen M, Suttorp MM, Hoorn EJ, Rotmans JI, Dekker FW, Speyer E, Beauger D, Gentile S, Isnard Bagnis C, Caille Y, Baudelot C, Mercier S, Jacquelinet C, Briancon S, Sosorburam T, Baterdene B, Delger A, Daelemans R, Gheuens E, Engelen W, De Boeck K, Marynissen J, Bouman K, Mann M, Exner DV, Hemmelgarn BR, Hanley D, Ahmed SB. DIALYSIS. EPIDEMIOLOGY, OUTCOME RESEARCH, HEALTH SERVICES 2. Nephrol Dial Transplant 2014. [DOI: 10.1093/ndt/gfu178] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
|
28
|
Panaye M, Kolko-Labadens A, Lasseur C, Paillasseur JL, Guillodo MP, Levannier M, Teta D, Fouque D, Van Der Veer SN, Van De Luijtgaarden MW, Brown EA, Jager KJ, Van Biesen W, Canaud B, Bayh I, Marcelli D, Ponce P, Merello JI, Gurevich K, Ladanyi E, Ok E, Grassmann A, Scatizzi L, Gatti E, Lofaro D, Vogelzang JL, Van Stralen KJ, Jager KJ, Groothoff JW, Huber L, Saith S, Kheda M, Baer S, Nahman N, Colombo R, Kintziger K. DIALYSIS GENERAL. Nephrol Dial Transplant 2014. [DOI: 10.1093/ndt/gfu122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
|
29
|
Ferrario M, Moissl U, Garzotto F, Cruz DN, Clementi A, Brendolan A, Tetta C, Gatti E, Signorini MG, Cerutti S, Ronco C. Effects of fluid overload on heart rate variability in chronic kidney disease patients on hemodialysis. BMC Nephrol 2014; 15:26. [PMID: 24490775 PMCID: PMC3916802 DOI: 10.1186/1471-2369-15-26] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2013] [Accepted: 01/30/2014] [Indexed: 11/23/2022] Open
Abstract
Background While fluid overload (FO) and alterations in the autonomic nervous system (ANS) such as hypersympathetic activity, are known risk factors for cardiovascular morbidity and mortality in patients on chronic hemodialysis (HD), their relationship has not been thoroughly studied. Methods In this observational study involving 69 patients on chronic HD, FO was assessed by whole body bioimpedance measurements before the midweek HD session and ANS activity reflected by Heart Rate Variability (HRV) was measured using 24-hour Holter electrocardiogram recordings starting before the same HD treatment. In total, 13 different HRV indices were analyzed, comprising a mixture of time domain, frequency domain and complexity parameters. A correlation analysis was performed between the HRV indices and hydration status indices. Successively, patients were retrospectively assigned to a high FO (H, FO > 2.5 L) or low FO (L, FO ≤ 2.5 L) group and these were further compared also after stratification by diabetes mellitus. Finally, a small number of patients without diabetes with significant and persistent FO were followed up for 3 months post-study to investigate how normalization of fluid status affects HRV. Results SDANN, VLF, LZC and HF% parameters significantly correlate with FO (correlation coefficients were respectively r = –0.40, r = –0.37, r = –0.28 and r = 0.26, p-value < 0.05). Furthermore, LF% and LF/HF were inversely correlated with hydration status (correlation coefficients were respectively r = –0.31 and r = -0.33, p-value < 0.05). These results indicate an association between FO and reduced HRV, higher parasympathetic activation and reduced sympathetic response to the HD session. Indeed, group H tended to have lower values of SDANN, VLF and LZC, and higher values of HF% than patients in the L group. Finally, there was a trend towards lower LF% measured during the last 30 minutes of HD for the H group versus the L group. Reduction in FO achieved over 3 months by implementation of a strict fluid management plan resulted in an increase of HRV. Conclusions Our results suggest that depressed HRV is associated with fluid overload and that normalization of hydration status is accompanied by improved HRV.
Collapse
Affiliation(s)
- Manuela Ferrario
- Department of Electronics, Information and Bioengineering (DEIB), Politecnico di Milano, P,zza Leonardo da Vinci 32, Milano, Italy.
| | | | | | | | | | | | | | | | | | | | | |
Collapse
|
30
|
Cattinelli I, Bolzoni E, Chermisi M, Bellocchio F, Barbieri C, Mari F, Amato C, Menzer M, Stopper A, Gatti E. Computational intelligence for the Balanced Scorecard: studying performance trends of hemodialysis clinics. Artif Intell Med 2013; 58:165-73. [PMID: 23768423 DOI: 10.1016/j.artmed.2013.04.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2012] [Revised: 04/12/2013] [Accepted: 04/18/2013] [Indexed: 11/28/2022]
Abstract
OBJECTIVES The Balanced Scorecard (BSC) is a general, widely employed instrument for enterprise performance monitoring based on the periodic assessment of strategic Key Performance Indicators that are scored against preset targets. The BSC is currently employed as an effective management support tool within Fresenius Medical Care (FME) and is routinely analyzed via standard statistical methods. More recently, the application of computational intelligence techniques (namely, self-organizing maps) to BSC data has been proposed as a way to enhance the quantity and quality of information that can be extracted from it. In this work, additional methods are presented to analyze the evolution of clinic performance over time. METHODS Performance evolution is studied at the single-clinic level by computing two complementary indexes that measure the proportion of time spent within performance clusters and improving/worsening trends. Self-organizing maps are used in conjunction with these indexes to identify the specific drivers of the observed performance. The performance evolution for groups of clinics is modeled under a probabilistic framework by resorting to Markov chain properties. These allow a study of the probability of transitioning between performance clusters as time progresses for the identification of the performance level that is expected to become dominant over time. RESULTS We show the potential of the proposed methods through illustrative results derived from the analysis of BSC data of 109 FME clinics in three countries. We were able to identify the performance drivers for specific groups of clinics and to distinguish between countries whose performances are likely to improve from those where a decline in performance might be expected. According to the stationary distribution of the Markov chain, the expected trend is best in Turkey (where the highest performance cluster has the highest probability, P=0.46), followed by Portugal (where the second best performance cluster dominates, with P=0.50), and finally Italy (where the second best performance cluster has P=0.34). CONCLUSION These results highlight the ability of the proposed methods to extract insights about performance trends that cannot be easily extrapolated using standard analyses and that are valuable in directing management strategies within a continuous quality improvement policy.
Collapse
Affiliation(s)
- Isabella Cattinelli
- Healthcare and Business Advanced Modeling, Fresenius Medical Care, Else-Kröner-Strasse 1, 61352 Bad Homburg, Germany.
| | | | | | | | | | | | | | | | | | | |
Collapse
|
31
|
Gatti E, Ronco C. Seeking an optimal renal replacement therapy for the chronic kidney disease epidemic: the case for on-line hemodiafiltration. Contrib Nephrol 2012; 175:170-185. [PMID: 22188699 DOI: 10.1159/000333636] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/10/2023]
Abstract
The prevalence of chronic kidney disease (CKD) can be expected to increase dramatically in the foreseeable future, with suggestions that it has already reached epidemic proportions. The inadequate supply of donor organs, aggravated by an aging patient population, necessitates provision of sustainable dialysis treatment modalities. These treatment modalities must not only be of established clinical efficacy and effectiveness, but must simultaneously circumvent any potential treatment disparities due to geographical, social or other concurring factors. Home therapies might represent a partial solution to the complex issue of seeking optimal strategies to cope with the CKD epidemic. However, self-care renal replacement therapy (RRT), such as peritoneal dialysis (PD) and home therapies, can only be applied to a limited portion of the CKD population. Consequently, in preparation for coping with this CKD epidemic, specific large-scale plans need to be made that involve optimization of treatments already in use for the majority of the population requiring RRT, e.g. hemodialysis (HD). Extracorporeal chronic HD relies heavily on technology for its clinical success. Like the choice of the treatment modality and the complete medical approach to CKD patient care, the particular selection of the various components of the extracorporeal circuit has a significant impact on the well-being and survival of the patients. We present a medical-technological assessment of how best to treat vast numbers of dialysis patients under the financial restraints that are predicted to become even more severe as CKD entrenches itself as a more 'permanent epidemic'. A treatment modality is proposed that optimally addresses--and resolves--the debilitating effects of uremia, as well as of key clinical conditions closely linked to it. This treatment modality successfully tackles the issues of patient well-being, efficacy, effectiveness, safety and patient-nursing staff convenience--all in relation to the overall costs incurred by payers of renal care. In short, optimal care needs to be provided with shrinking resources and without compromising the medical appropriateness of the therapy. Additionally, we believe ensuring improved quality of life is just as important as prolonging patient survival. Therefore, a balanced compromise between optimal and affordable technology is required in order to reach the targets of achieving good medical care and meeting the expectations of patients, their families, healthcare providers, and society as a whole. Under these premises, and focusing on the aforementioned targets, we believe that on-line hemodiafiltration (HDF) represents the most advanced and clinically appropriate RRT modality available to best cope with the CKD epidemic. Together with the guidance and recommendations of those taking care of CKD patients on dialysis therapy, the contribution of industry is indispensable for the availability of highly reliable and affordable solutions to the impending dilemma. As representatives of the academic-medical community and of industry, we present a joint case for the application of on-line HDF towards meeting the challenge of large-scale provision of dialysis under an increasingly restrictive financial climate.
Collapse
|
32
|
Tetta C, Consiglio AL, Bruno S, Tetta E, Gatti E, Dobreva M, Cremonesi F, Camussi G. The role of microvesicles derived from mesenchymal stem cells in tissue regeneration; a dream for tendon repair? Muscles Ligaments Tendons J 2012; 2:212-21. [PMID: 23738299 PMCID: PMC3666529] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
Tendon injuries represent even today a challenge as repair may be exceedingly slow and incomplete. Regenerative medicine and stem cell technology have shown to be of great promise. Here, we will review the current knowledge on the mechanisms of the regenerative potential of mesenchymal stem cells (MSCs) obtained from different sources (bone marrow, fat, cord blood, placenta). More specifically, we will devote attention to the current use of MSCs that have been used experimentally and in limited numbers of clinical cases for the surgical treatment of subchondral-bone cysts, bone-fracture repair and cartilage repair. Based on the recently emerging role in regenerative mechanisms of soluble factors and of extracellular vesicles, we will discuss the potential of non-cellular therapies in horse tendon injuries.
Collapse
Affiliation(s)
- Ciro Tetta
- Center of Translational Regenerative Medicine, Fresenius Medical Care Deutschland GmbH, Torino, Italy
| | - Anna Lange Consiglio
- Reproduction Section, “Polo Veterinario di Lodi”, Faculty of Veterinary Medicine, University of Milan, Italy
| | - Stefania Bruno
- Department of Molecular Biotechnology and Health Sciences, University of Turin, Italy
| | - Emanuele Tetta
- Faculty of Science of Animal Production, University of Bologna, Italy
| | - Emanuele Gatti
- Center of Translational Regenerative Medicine, Fresenius Medical Care Deutschland GmbH, Torino, Italy
| | - Miryana Dobreva
- Center of Translational Regenerative Medicine, Fresenius Medical Care Deutschland GmbH, Torino, Italy
| | - Fausto Cremonesi
- Reproduction Section, “Polo Veterinario di Lodi”, Faculty of Veterinary Medicine, University of Milan, Italy
| | | |
Collapse
|
33
|
Caprioli M, Ambrosini R, Boncoraglio G, Gatti E, Romano A, Romano M, Rubolini D, Gianfranceschi L, Saino N. Clock gene variation is associated with breeding phenology and maybe under directional selection in the migratory barn swallow. PLoS One 2012; 7:e35140. [PMID: 22506071 PMCID: PMC3323641 DOI: 10.1371/journal.pone.0035140] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2012] [Accepted: 03/08/2012] [Indexed: 11/18/2022] Open
Abstract
Background In diverse taxa, photoperiodic responses that cause seasonal physiological and behavioural shifts are controlled by genes, including the vertebrate Clock orthologues, that encode for circadian oscillator mechanisms. While the genetic network behind circadian rhythms is well described, relatively few reports exist of the phenological consequences of and selection on Clock genes in the wild. Here, we investigated variation in breeding phenology in relation to Clock genetic diversity in a long-distance migratory bird, the barn swallow (Hirundo rustica). Methodology/Principal Findings In a sample of 922 adult barn swallows from a single population breeding in Italy we found one very common (Q7) and three rare (Q5, Q6, Q8) length variants of a functionally significant polyglutamine repeat. Rare (2.9%) Q7/Q8 heterozygous females, but not males, bred significantly later than common (91.5%) Q7/Q7 females, consistent with the expectation that ‘long’ alleles cause late breeding, as observed in a resident population of another bird species. Because breeding date depends on arrival date from migration, present results suggest that the association between breeding date and Clock might be mediated by migration phenology. In addition, fecundity selection appears to be operating against Q7/Q8 because late migrating/breeding swallows have fewer clutches per season, and late breeding has additional negative selection effects via reduced offspring longevity. Genotype frequencies varied marginally non-significantly with age, as Q7/Q8 frequency showed a 4-fold reduction in old individuals. This result suggests negative viability selection against Q7/Q8, possibly mediated by costs of late breeding. Conclusions/Significance This is the first study of migratory birds showing an association between breeding phenology and Clock genotype and suggesting that negative selection occurs on a phenologically deviant genotype. Low polymorphism at Clock may constrain microevolutionary phenological response to changing climate, and may thus contribute to the decline of barn swallow populations.
Collapse
Affiliation(s)
- Manuela Caprioli
- Dipartimento di Biologia, Università degli Studi di Milano, Milano, Italy
| | - Roberto Ambrosini
- Dipartimento di Biotecnologie e Bioscienze, Università di Milano-Bicocca, Milano, Italy
| | | | - Emanuele Gatti
- Dipartimento di Scienze Biomolecolari e Biotecnologie, Università degli Studi di Milano, Milano, Italy
| | - Andrea Romano
- Dipartimento di Biologia, Università degli Studi di Milano, Milano, Italy
| | - Maria Romano
- Dipartimento di Biologia, Università degli Studi di Milano, Milano, Italy
| | - Diego Rubolini
- Dipartimento di Biologia, Università degli Studi di Milano, Milano, Italy
| | - Luca Gianfranceschi
- Dipartimento di Scienze Biomolecolari e Biotecnologie, Università degli Studi di Milano, Milano, Italy
| | - Nicola Saino
- Dipartimento di Biologia, Università degli Studi di Milano, Milano, Italy
- * E-mail:
| |
Collapse
|
34
|
Ion Titapiccolo J, Ferrario M, Barbieri C, Marcelli D, Mari F, Gatti E, Cerutti S, Smyth P, Signorini MG. Predictive modeling of cardiovascular complications in incident hemodialysis patients. Annu Int Conf IEEE Eng Med Biol Soc 2012; 2012:3943-3946. [PMID: 23366790 DOI: 10.1109/embc.2012.6346829] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
The administration of hemodialysis (HD) treatment leads to the continuous collection of a vast quantity of medical data. Many variables related to the patient health status, to the treatment, and to dialyzer settings can be recorded and stored at each treatment session. In this study a dataset of 42 variables and 1526 patients extracted from the Fresenius Medical Care database EuCliD was used to develop and apply a random forest predictive model for the prediction of cardiovascular events in the first year of HD treatment. A ridge-lasso logistic regression algorithm was then applied to the subset of variables mostly involved in the prediction model to get insights in the mechanisms underlying the incidence of cardiovascular complications in this high risk population of patients.
Collapse
Affiliation(s)
- J Ion Titapiccolo
- Politecnico di Milano, Department of Bioengineering, P.zza Leonardo da Vinci 32, 20133 Milano, Italy.
| | | | | | | | | | | | | | | | | |
Collapse
|
35
|
Cattinelli I, Bolzoni E, Barbieri C, Mari F, Martin-Guerrero JD, Soria-Olivas E, Martinez-Martinez JM, Gomez-Sanchis J, Amato C, Stopper A, Gatti E. Use of Self-Organizing Maps for Balanced Scorecard analysis to monitor the performance of dialysis clinic chains. Health Care Manag Sci 2011; 15:79-90. [DOI: 10.1007/s10729-011-9183-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2011] [Accepted: 10/25/2011] [Indexed: 10/15/2022]
|
36
|
Abstract
The main function of microvesicles (MVs) is signaling through specific interactions with target cells and transferring gene products. Therefore, they may participate in physiological and pathological processes. Gaining further insights into the molecular specificity of MVs has allowed identifying the cellular source and may provide new diagnostic tools in the future. Indeed, an increasing body of evidence indicates that MVs may offer prognostic information in various diseases such as chronic inflammation, cardiovascular and renal diseases, pathological pregnancy, tumors, and sepsis. The presence of MVs in body fluids makes them readily accessible. Their number, cellular origin, composition and function can be dependent on the state of the disease. In sepsis for example, activated endothelial cells may shed MVs that might trigger leukocyte and monocyte production and release pro-oxidant and inflammatory mediators. MVs from platelets may trigger disseminated intravascular coagulopathy. MVs are no doubt also involved in modulating immunity and future studies will clarify their functional role in negatively modulating the cell response. In addition, the recognition of the signals delivered by MVs may open new therapeutic strategies. The removal of harmful MVs from plasma may be beneficial in pathological conditions where MVs deliver thrombogenic and inflammatory signals. On the other hand, MVs derived from stem cells may reprogram altered functions in target cells suggesting that they could be exploited in regenerative medicine to repair damaged tissues. We will discuss the role of stem cell-derived MVs in the repair of acute kidney injury.
Collapse
|
37
|
Ferrieres J, Berkenboom G, Coufal Z, James S, Mohacsi A, Pavlides G, Norrbacka K, Sartral M, Paget MA, Tomlin M, Zeymer U, Hoffmann P, Keller F, Blicher TM, Hommel K, Abildstrom SZ, Madsen M, Kamper AL, Rogacev K, Pinsdorf T, Weingartner O, Gerhart M, Welzel E, van Bentum K, Menzner A, Fliser D, Lutjohann D, Heine G, Di Benedetto A, Marcelli D, Giordana G, Cerino F, Gatti E, Otero A, Dominguez-Sardina M, Castineira MC, Crespo JJ, Ferreras A, Mojon A, Ayala DE, Fernandez JR, Hermida RC, Investigadores Proyecto Hygia, Doi Y, Yoshihara F, Iwashima Y, Takata H, Fujii T, Horio T, Nakamura S, Kawano Y, Onofriescu M, Cepoi V, Segall L, Covic A, Kurnatowska I, Grzelak P, Kaczmarska M, Masajtis-Zagajewska A, Rutkowska-Majewska E, Stefanczyk L, Nowicki M, Gozhenko A, Susla O, Shved M, Mysula I, Susla H, Cordeiro Silva Junior AC, Smanio P, Amparo FC, Oliveira MAC, Gonzaga CC, Sousa MG, Passarelli Jr O, Borelli F, Lotaif LD, Sousa AGMR, Amodeo C, Inaguma D, Ando R, Ikeda M, Joki N, Koiwa F, Komatsu Y, Sakaguchi T, Shinoda T, Yamaka T, Shigematsu T, Pizzarelli F, Rossi C, Dattolo P, Tripepi G, Mieth M, Bandinelli S, Zoccali C, Mass R, Ferrucci L, Gifford F, Methven S, Boag DE, Spalding EM, MacGregor MS, Kirsch M, Dorhofer L, Bruning J, Banas B, Kramer BK, Schubert M, Boger CA, Dorhofer L, Kirsch M, Bruning J, Banas B, Kramer BK, Schubert M, Boger CA, Atapour A, Kalantari E, Shahidi S, Mortazavi M, Marron B, Quiros P, Vega N, Garcia-Canton C, Moreno F, Prieto M, Ahijado F, Salgueira M, Paez C, Castellano I, Lerma JL, De Arriba G, Martinez-Ocana JC, Morales A, Ramirez de Orellana M, Ramos A, Duarte V, Ruiz C, Gallego S, Ortiz A, Furuhashi T, Moroi M, Joki N, Hase H, Masai H, Kunimasa T, Nakazato R, Fukuda H, Sugi K, Valluri A, Severn A, Chakraverty S, Palma R, Polo A, Espigares MJ, Manjon M, Cerezo S, Garcia-Agudo R, Aoufi S, Ruiz-Carrillo F, Gonzalez-Carro P, Perez-Roldan F, Tenias JM, Santiago da Silva P, Cunha C, Coelho L, Viana A, Moreira R, Wagner S, Friedman R, Veloso V, Suassuna J, Grinsztejn B, Iimuro S, Imai E, Matsuo S, Watanabe T, Nitta K, Akizawa T, Makino H, Ohashi Y, Hishida A, Fujimoto S, Yano Y, Sato Y, Konta T, Iseki K, Moriyama T, Yamagata K, Tsuruya K, Yoshida H, Asahi K, Watanabe T, Bellasi A, Mandreoli M, Baldrati L, Rigotti A, Corradini M, Russo G, David S, Malmusi G, Di Nicolo P, Orsi C, Poisetti P, Zanbianchi L, Caruso F, Fabbri A, Santoro A, Moranne O, Couchoud C, Pradier C, Esnault V, Vigneau C, Skapinakis P, Ikonomou M, Kyroglou E, Chondrogiannis P, Sygelakis M, Varvara C, Kyriklidou P, Balafa O, Mavreas V, Tsakiris D, Goumenos D, Siamopoulos K, Ikonomou M, Skapinakis P, Eleftheroudi M, Chardalias A, Kyroglou E, Banioti A, Vakianos I, Sygelakis M, Kalaitzidis R, Asimakopoulos K, Tsakiris D, Goumenos D, Siamopoulos K, Methven S, Jardine A, MacGregor M, van der Tol A, Van Biesen W, De Groote G, Verbeke P, Eeckhaut K, Vanholder R, Ivkovic V, Karanovic S, Vukovic Lela I, Juric D, Fistrek M, Kos J, Kovac-Peic A, Pecin I, Premuzic V, Miletic-Medved M, Cvitkovic A, Fodor L, Jelakovic B. General & clinical epidemiology CKD 1-5 (1). Clin Kidney J 2011. [DOI: 10.1093/ndtplus/4.s2.31] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
|
38
|
Cice G, Di Benedetto A, D'Isa S, D'Andrea A, Marcelli D, Gatti E, Calabrò R. Effects of telmisartan added to Angiotensin-converting enzyme inhibitors on mortality and morbidity in hemodialysis patients with chronic heart failure a double-blind, placebo-controlled trial. J Am Coll Cardiol 2011; 56:1701-8. [PMID: 21070920 DOI: 10.1016/j.jacc.2010.03.105] [Citation(s) in RCA: 133] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2009] [Revised: 03/03/2010] [Accepted: 03/18/2010] [Indexed: 11/17/2022]
Abstract
OBJECTIVES the aim of this study was to determine whether telmisartan decreases all-cause and cardiovascular mortality and morbidity in hemodialysis patients with chronic heart failure (CHF) and impaired left ventricular ejection fraction (LVEF) when added to standard therapies with angiotensin-converting enzyme inhibitors. BACKGROUND in hemodialysis patients, CHF is responsible for a high mortality rate, but presently very few data are available with regard to this population. METHODS A 3-year randomized, double-blind, placebo-controlled, multicenter trial was performed involving 30 Italian clinics. Hemodialysis patients with CHF (New York Heart Association functional class II to III; LVEF ≤ 40%) were randomized to telmisartan or placebo in addition to angiotensin-converting enzyme inhibitor therapy. A total of 332 patients were enrolled (165 telmisartan, 167 placebo). Drug dosage was titrated to a target dose of telmisartan of 80 mg or placebo. Mean follow-up period was 35.5 ± 8.5 months (median: 36 months; range: 2 to 40 months). Primary outcomes were: 1) all-cause mortality; 2) cardiovascular mortality; and 3) CHF hospital stay. RESULTS at 3 years, telmisartan significantly reduced all-cause mortality (35.1% vs. 54.4%; p < 0.001), cardiovascular death (30.3% vs. 43.7%; p < 0.001), and hospital admission for CHF (33.9% vs. 55.1%; p < 0.0001). With Cox proportional hazards analysis, telmisartan was an independent determinant of all-cause mortality (hazard ratio [HR]: 0.51; 95% confidence interval [CI]: 0.32 to 0.82; p < 0.01), cardiovascular mortality (HR: 0.42; 95% CI: 0.38 to 0.61; p < 0.0001), and hospital stay for deterioration of heart failure (HR: 0.38; 95% CI: 0.19 to 0.51; p < 0.0001). Adverse effects, mainly hypotension, occurred in 16.3% of the telmisartan group versus 10.7% in the placebo group. CONCLUSIONS addition of telmisartan to standard therapies significantly reduces all-cause mortality, cardiovascular death, and heart failure hospital stays in hemodialysis patients with CHF and LVEF ≤ 40%. (Effects Of Telmisartan Added To Angiotensin Converting Enzyme Inhibitors On Mortality And Morbidity In Haemodialysed Patients With Chronic Heart Failure: A Double-Blind Placebo-Controlled Trial; NCT00490958).
Collapse
|
39
|
Kastl J, Himstedt T, Boccato C, Giordana G, Gatti E. Water Saving in Dialysis Care through the Consequent Use of an Environmental Management System. Blood Purif 2011; 32:143. [DOI: 10.1159/000327612] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
|
40
|
Bowry SK, Gatti E, Vienken J. Contribution of Polysulfone Membranes to the Success of Convective Dialysis Therapies. Contributions to Nephrology 2011; 173:110-118. [DOI: 10.1159/000328960] [Citation(s) in RCA: 44] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
|
41
|
|
42
|
Ferrario M, Moissl U, Garzotto F, Signorini MG, Cruz D, Tetta C, Ronco C, Gatti E, Cerutti S. Study of the autonomic response in hemodialysis patients with different fluid overload levels. Annu Int Conf IEEE Eng Med Biol Soc 2010; 2010:3796-9. [PMID: 21096879 DOI: 10.1109/iembs.2010.5627559] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
This work aims at studying the autonomic nervous system (ANS) response to hemodialysis (HD) treatment in a population of end stage renal disease (ESRD) patients. ECG Holter recordings and whole body bioimpedance spectroscopy measurements were performed for each patient. Patients were classified according to the fluid overload (FO) values and the systolic blood pressure (SBP) measured before HD. Time domain and frequency domain indices from heart rate variability (HRV) signals were measured for the first 30 minutes and last 30 minutes of HD, the first hour after HD, and night (12.00 p.m.-4 a.m.). Significant differences were obtained in fluid overloaded but normotensive patients (Group IV) with respect to fluid overloaded and hypertensive patients (Group I) and normohydrated and normotensive patients (Group N+Dx). In particular, SDNN, RMSSD, SDSD, pNN50%, indices resulted significantly higher in Group IV with respect to the other groups. Overhydrated patients with hypertension (Group I) showed a blunted parasympathetic activity, which is supposed to contribute to hypertension.
Collapse
Affiliation(s)
- Manuela Ferrario
- Politecnico di Milano, Department of Bioengineering, P.zza Leonardo da Vinci 32, 20133, Italy.
| | | | | | | | | | | | | | | | | |
Collapse
|
43
|
Marcelli D, Parisotto MT, Soley I, Bedenbender-Stoll E, Scatizzi L, Boccato C, Stopper A, Gatti E. [Risk management in healthcare organizations: the example of NephroCare]. G Ital Nefrol 2009; 26:719-728. [PMID: 19918755] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Affiliation(s)
- D Marcelli
- Fresenius Medical Care, NephroCare Coordination, Bad Homburg, Germany
| | | | | | | | | | | | | | | |
Collapse
|
44
|
Losa M, Gatti E, Rossini A, Lanzi R. Replacement therapy with growth hormone and pituitary tumor recurrence: the relevance of the problem. J Endocrinol Invest 2008; 31:75-8. [PMID: 19020392] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/19/2023]
Abstract
Most cases of adult GH deficiency (AGHD) result from hypothalamic-pituitary tumors or their treatment. Some experimental and clinical observations suggest that GH may possess a mitogenic potential, thus raising the question of whether it is a safe treatment in patients with a previous pituitary tumor. Few study results have been reported on this topic. All of them have inevitable methodological flaws that limit their conclusions. However, all studies report that replacement therapy with GH does not seem to increase the risk of tumor progression or recurrence, when compared to historical or matched controls. Considering the slow-growing nature of most of these benign tumors and the absence of conclusive evidence from the available studies, a continuous imaging surveillance and longer follow-up periods are nevertheless mandatory for a definite statement on the safety of GH treatment in patients with previous pituitary tumors.
Collapse
Affiliation(s)
- M Losa
- Pituitary Unit, Department of Neurosurgery, San Raffaele Scientific Institute, Vita-Salute University, 20132-Milan, Italy.
| | | | | | | |
Collapse
|
45
|
Cice G, Di Benedetto A, D'Andrea A, D'Isa S, De Gregorio P, Marcelli D, Gatti E, Calabrò R. Heart rate as independent prognostic factor for mortality in normotensive hemodialysed patients. J Nephrol 2008; 21:704-712. [PMID: 18949725] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
BACKGROUND Several epidemiological studies have reported heart rate (HR) as a predictor of cardiovascular and noncardiovascular mortality in the general population. Aim of the present study was to investigate a possible relation between increased HR and mortality in normotensive end-stage renal disease (ERSD) patients. METHODS Between 1997 and 2001 we recruited 407 normotensive ESRD patients (mean age 56.6 +/- 3.3 years) without coronary artery disease, left ventricular systolic dysfunction or on antiarrhythmic therapy. Baseline electrocardiography (ECG) at rest, 48-hour ambulatory Holter ECG monitoring and standard echocardiography were performed. After a mean follow-up of 46 months (range 12-60 months), cardiovascular and sudden death were considered as end points. RESULTS Echocardiogram showed a normal left ventricular ejection fraction (>55%) in 370 patients (91%) and left ventricular hypertrophy (LVH) in 290 patients (71.2%). Mean HR by 48-hour Holter ECG was 81 +/- 10.6 bpm. During the follow-up, all-cause mortality rate was 12% (49 patients); 40 patients died from cardiac cause (9.8%) of which 20 patients (4.9%) by sudden death. By univariate analysis, age, diabetes, ECG-LVH with signs of left ventricular strain, and increased mean HR by 48-hour Holter ECG were all significantly related to global, cardiovascular and sudden death. ROC curve analysis identified optimal cutoff points for HR >85 bpm and age >65 years associated with increased cardiovascular risk (p<0.001). By Cox regression analysis, only age >65 years (p<0.0001) and mean HR >85 bpm (p<0.0001) were independent predictors of cardiovascular events. CONCLUSIONS In normotensive ERSD patients, increased mean HR detected by 48-hour Holter ECG is an independent determinant of global and cardiovascular mortality.
Collapse
Affiliation(s)
- Gennaro Cice
- Department of Cardiology, Second University of Naples, Naples - Italy.
| | | | | | | | | | | | | | | |
Collapse
|
46
|
|
47
|
Lanzi R, Previtali SC, Sansone V, Scavini M, Fortunato M, Gatti E, Meola G, Bosi E, Losa M. Hypokalemic periodic paralysis in a patient with acquired growth hormone deficiency. J Endocrinol Invest 2007; 30:341-5. [PMID: 17556873 DOI: 10.1007/bf03346302] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
CONTEXT Hypokalemic periodic paralysis (HypoPP) is a rare disorder consisting of sudden episodes of muscle weakness with areflexia involving all four limbs, which spontaneously resolve within several hours or days. Primary HypoPP is genetically determined, while secondary acquired HypoPP has been described in association with thyreotoxycosis, hyperaldosteronism, kidney diseases, diuretics and liquorice abuse, gastrointestinal potassium loss, or cysplatinum therapy. OBJECTIVE To report a case of HypoPP associated with GH deficiency. PATIENT A 33 yr-old man with hypopituitarism and diabetes insipidus secondary to pituitary stalk-localized sarcoidosis, and documented HypoPP episodes. CLINICAL PRESENTATION Neurologic exam outside HypoPP episodes was normal. Needle electromyography was normal without myotonia or other spontaneous electric activity. Muscle biopsy documented a vacuolar myopathy with tubular aggregates. However, genetic analysis ruled out common mutations of the voltage-gated calcium channel observed in primary HypoPP. Common causes of secondary HypoPP were also ruled out. The patient was diagnosed with severe GH deficiency with modest fasting hyperinsulinemia and insulin resistance and started on GH replacement therapy, an alpha-glucosidase inhibitor (acarbose) and a diet low in simple carbohydrates. CONCLUSIONS GH replacement therapy, acarbose and a diet low in simple carbohydrates resulted in the complete long-term (>2 yr) remission of HypoPP episodes. This is consistent with the hypothesis that the hyperinsulinemia associated to GH deficiency may trigger HypoPP episodes by increasing Na+/K+ ATPase activity and K+ transport into the intracellular compartment with subsequent hypokalemia.
Collapse
Affiliation(s)
- R Lanzi
- Endocrinology Unit, Department of Internal Medicine, San Raffaele Scientific Institute and Università Vita-Salute San Raffaele, Milan, Italy.
| | | | | | | | | | | | | | | | | |
Collapse
|
48
|
Abstract
INTRODUCTION Dialysis is probably one of the areas of medicine with more guidelines than any other. Issues such as dialysis dose are dealt with in those guidelines, and minimum values to be reached are defined. A target has to be set and reached by using a data-driven continuous quality improvement (CQI) approach. Data collection must be programmed and structured from the beginning. METHODS Fresenius started its activities as a dialysis provider in 1996, following the merger of its dialysis business with the leading service provider in the US, National Medical Care. Currently Fresenius Medical Care's European activities involve more than 320 dialysis centers located in 15 countries and treating more than 24,000 patients. Management is based on a bi-dimensional organization where line managers can rely on international functional departments. Under this framework, the CQI techniques are applied in conjunction with benchmarking in a system driven by quality targets. In order to combine clinical governance with management targets, the Balanced ScoreCard system was selected. The Balanced ScoreCard monitors the efficiency of each dialysis center compared to an ideal model, targeting maximum possible efficiency whilst having a unique target for patient outcomes. CONCLUSION A clear definition of targets is fundamental and activities need to be monitored and continuously improved; scientific collection of clinical data is the key.
Collapse
Affiliation(s)
- Andrea Stopper
- Fresenius Medical Care, Else-Kroener Strasse 1, DE-61352 Bad Homburg, Germany.
| | | | | | | | | | | |
Collapse
|
49
|
Rizzatti M, Gatti E, Brandalise SR, Oliveira Filho AG, Cardinalli IA, Aguiar SD. Solid-pseudopapillary tumor of the pancreas and pancreatoblastoma in children: Experience over 18 years at a Pediatric Oncology Center. J Clin Oncol 2006. [DOI: 10.1200/jco.2006.24.18_suppl.9062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
9062 Background: Malignant pancreatic tumor is a rare disease in the pediatric population. Guidelines for treatment, including management in advanced disease are controversial until this moment (REBHANDL, 2001). Regarding to the pathology findings, pancreatoblastoma and solid-pseudopapillary tumor of the pancreas (Frantz’s tumor) are the more frequent pancreatic tumors in childhood. The aim of this study was a retrospective analysis of all malignant pancreatic tumors diagnosed at Boldrini’s Children Cancer Center during a period of 18 years. Methods: A retrospective analysis of eight cases of malignant pancreatic tumors, admitted at the Boldrini’s Children Cancer Center, from January 1987 to April 2005. All the data concerning age, sex, clinical presentation, stage, treatment and follow-up were collected. Results: The patient’s population refers to 8 children. There were 4 boys and 4 girls. Age ranged from 1 month to 15 years old (median age of 14 years). Main symptom was the increase of abdominal volume. None of them had metastatic disease at diagnosis. Regarding to pathology, 4 patients had pancreatoblastoma and 4 Frantz’s tumor. One patient (who had pancreatoblastoma) received chemotherapy before surgery, with a partial response, and then had a complete tumor ressection. All others (7 patients) had complete surgery as first treatment. Only one patient with Frantz’s tumor had pancreatic injury during tumor ressection and is now receiving enzimatic reposition. All the patients are alive, free of disease, from 6 months to 11 years (median follow-up of 2 years). Table I . Conclusions: Total pancreatectomy is the most important treatment in pancreatoblastoma and Frantz’s tumor. Neoadjuvant chemotherapy may be an important tool in unresectable tumors, increasing the disease-free survival. [Table: see text] No significant financial relationships to disclose.
Collapse
Affiliation(s)
| | - E. Gatti
- Centro Infantil Boldrini, Campinas, Brazil
| | | | | | | | | |
Collapse
|
50
|
Predieri S, Gatti E, Rapparini F, Cavicchi L, Colombo R. SENSORY EVALUATION FROM A CONSUMER PERSPECTIVE AND ITS APPLICATION TO ‘ABATE FETEL’ PEAR FRUIT QUALITY. ACTA ACUST UNITED AC 2005. [DOI: 10.17660/actahortic.2005.671.49] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
|