Collaborate for what: a structural topic model analysis on CDP data

[EN] The aim of this paper is to understand why firms engage with their suppliers to collaborate for sustainability. To this purpose, we use the Carbon Disclosure Project (CDP) Supply Chain dataset and apply the Structural Topic Model to 1) identify the topics discussed in an open-ended question related to climate-related supplier engagement and 2) estimate the differences in the discussion of such topics between CDP members and non-members, respectively focal firms and first-tier suppliers. The analysis highlights that the two most prevalent reasons firms engage with their suppliers relate to several aspects of the management of the supply chain, and the services and goods mobility efficiency. It is further noted how first-tier suppliers do not dispose of established capabilities and, therefore, are still in the course of improving their processes. On the contrary, focal firms have more structured capabilities so to manage supplier engagement for information collection. This study demonstrates how big data and machine learning methods can be applied to analyse unstructured textual data from traditional surveys.Salvatore, C.; Madonna, A.; Bianchi, A.; Boffelli, A.; Kalchschmidt, M. (2022). Collaborate for what: a structural topic model analysis on CDP data. En 4th International Conference on Advanced Research Methods and Analytics (CARMA 2022). Editorial Universitat Politècnica de València. 139-146. https://doi.org/10.4995/CARMA2022.2022.1507413914

SARS-CoV-2 susceptibility and COVID-19 disease severity are associated with genetic variants affecting gene expression in a variety of tissues

Variability in SARS-CoV-2 susceptibility and COVID-19 disease severity between individuals is partly due to genetic factors. Here, we identify 4 genomic loci with suggestive associations for SARS-CoV-2 susceptibility and 19 for COVID-19 disease severity. Four of these 23 loci likely have an ethnicity-specific component. Genome-wide association study (GWAS) signals in 11 loci colocalize with expression quantitative trait loci (eQTLs) associated with the expression of 20 genes in 62 tissues/cell types (range: 1:43 tissues/gene), including lung, brain, heart, muscle, and skin as well as the digestive system and immune system. We perform genetic fine mapping to compute 99% credible SNP sets, which identify 10 GWAS loci that have eight or fewer SNPs in the credible set, including three loci with one single likely causal SNP. Our study suggests that the diverse symptoms and disease severity of COVID-19 observed between individuals is associated with variants across the genome, affecting gene expression levels in a wide variety of tissue types

A first update on mapping the human genetic architecture of COVID-19

peer reviewe

Accumulation of Circulating CCR7+ Natural Killer Cells Marks Melanoma Evolution and Reveals a CCL19-Dependent Metastatic Pathway

none23siImmune checkpoint blockade therapy has changed prognoses for many melanoma patients. However, immune responses that correlate with clinical progression of the disease are still poorly understood. To identify immune responses correlating with melanoma clinical evolution, we analyzed serum cytokines as well as circulating NK and T-cell subpopulations from melanoma patients. The patients' immune profiles suggested that melanoma progression leads to changes in peripheral blood NK and T-cell subsets. Stage IV melanoma was characterized by an increased frequency of CCR7+CD56bright NK cells as well as high serum concentrations of the CCR7 ligand CCL19. CCR7 expression and CCL19 secretion were also observed in melanoma cell lines. The CCR7+ melanoma cell subpopulation coexpressed PD-L1 and Galectin-9 and had stemness properties. Analysis of melanoma-derived cancer stem cells (CSC) showed high CCR7 expression; these CSCs were efficiently recognized and killed by NK cells. An accumulation of CCR7+, PD-L1+, and Galectin-9+ melanoma cells in melanoma metastases was demonstrated ex vivo Altogether, our data identify biomarkers that may mark a CCR7-driven metastatic melanoma pathway.mixedCristiani, Costanza Maria; Turdo, Alice; Ventura, Valeria; Apuzzo, Tiziana; Capone, Mariaelena; Madonna, Gabriele; Mallardo, Domenico; Garofalo, Cinzia; Giovannone, Emilia Dora; Grimaldi, Antonio M; Tallerico, Rossana; Marcenaro, Emanuela; Pesce, Silvia; Zotto, Genny Del; Agosti, Valter; Costanzo, Francesco Saverio; Gulletta, Elio; Rizzo, Aroldo; Moretta, Alessandro; Karre, Klas; Ascierto, Paolo A; Todaro, Matilde; Carbone, EnnioCristiani, Costanza Maria; Turdo, Alice; Ventura, Valeria; Apuzzo, Tiziana; Capone, Mariaelena; Madonna, Gabriele; Mallardo, Domenico; Garofalo, Cinzia; Giovannone, Emilia Dora; Grimaldi, Antonio M; Tallerico, Rossana; Marcenaro, Emanuela; Pesce, Silvia; Zotto, Genny Del; Agosti, Valter; Costanzo, Francesco Saverio; Gulletta, Elio; Rizzo, Aroldo; Moretta, Alessandro; Karre, Klas; Ascierto, Paolo A; Todaro, Matilde; Carbone, Enni

Safety and efficacy of ombitasvir/paritaprevir/ritonavir/dasabuvir plus ribavirin in patients over 65 years with HCV genotype 1 cirrhosis

none191norestrictedAscione, Antonio*; De Luca, Massimo; Melazzini, Mario; Montilla, Simona; Trotta, Maria Paola; Petta, Salvatore; Puoti, Massimo; Sangiovanni, Vincenzo; Messina, Vincenzo; Bruno, Savino; Izzi, Antonio; Villa, Erica; Aghemo, Alessio; Zignego, Anna Linda; Orlandini, Alessandra; Fontanella, Luca; Gasbarrini, Antonio; Marzioni, Marco; Giannini, Edoardo G.; Craxì, Antonio; Abbati, Giuseppe; Alberti, Alfredo; Andreone, Pietro; Andreoni, Massimo; Angeli, Paolo; Angelico, Mario; Angarano, Gioacchino; Angrisani, Debora; Antinori, Andrea; Antonini, Cinzia; Avancini, Ivo; Barone, Michele; Bruno, Raffaele; Benedetti, Antonio; Bernabucci, Veronica; Blanc, Pier; Boarini, Chiara; Boffa, Nicola; Boglione, Lucio; Borghi, Vanni; Borgia, Guglielmo; Brancaccio, Giuseppina; Brunetto, Maurizia; Cacciola, Irene; Calabrese, Paolo; Calvaruso, Vincenza; Campagnolo, Davide; Canovari, Benedetta; Caporaso, Nicola; Capra, Franco; Carolo, Giada; Cassola, Giovanni; Castelli, Francesco; Cauda, Roberto; Silberstein, Francesca Ceccherini; Cecere, Roberto; Chessa, Luchino; Chiodera, Alessandro; Chirianni, Antonio; Ciancio, Alessia; Cima, Serena; Coco, Barbara; Colombo, Massimo; Coppola, Nicola; Corti, Giampaolo; Cosco, Lucio; Corradori, Silvia; Cozzolongo, Raffaele; Cristaudo, Antonio; Danieli, Elena; Monforte, Antonella D’Arminio; Monache, Marco delle; Del Poggio, Paolo; de Luca, Andrea; Dentone, Chiara; Di Biagio, Antonio; Di Leo, Alfredo; Di Perri, Giovanni; Di Stefano, Marco; D’Offizi, Giampiero; Donato, Francesca; Durante, Emanuele; Erne, Elke; Fagiuoli, Stefano; Falasca, Katia; Federico, Alessandro; Felder, Martina; Ferrari, Carlo; Gaeta, Giovanni Battista; Ganga, Roberto; Gatti, Pietro; Giacomet, Vania; Giacometti, Andrea; Gianstefani, Alice; Giordani, Maria; Giorgini, Alessia; Grieco, Antonio; Guerra, Michele; Gulminetti, Roberto; Ieluzzi, Donatella; Imparato, Michele; Iodice, Valentina; La Monica, Silvia; Lazzarin, Adriano; Lenzi, Marco; Levrero, Massimo; Lichtner, Myriam; Lionetti, Raffaella; Guercio, Carmela Lo; Madonna, Salvatore; Magnani, Silvia; Maida, Ivana; Marignani, Massimo; Marrone, Aldo; Marsetti, Fabio; Martini, Silvia; Masarone, Mario; Maserati, Renato; Mastroianni, Claudio Maria; Memoli, Massimo; Menzaghi, Barbara; Merli, Manuela; Miele, Luca; Milella, Michele; Mondelli, Mario; Montalbano, Marzia; Monti, Monica; Morelli, Olivia; Morisco, Filomena; Nardone, Gaetano; Novara, Sergio; Onnelli, Giovanna; Onofrio, Mirella; Paganin, Simona; Pani, Luca; Parisi, Maria Rita; Parruti, Giustino; Pasquazzi, Caterina; Pasulo, Luisa; Perno, Carlo Federico; Persico, Marcello; Piai, Guido; Picciotto, Antonino; Pigozzi, Grazielle Marie; Piovesan, Sara; Piras, Maria Chiara; Pirisi, Massimo; Piscaglia, Anna Maria; Ponti, Laura; Potenza, Domenico; Pravadelli, Cecilia; Quartini, Mariano; Quirino, Tiziana; Raimondo, Giovanni; Rapaccini, Gian Ludovico; Rendina, Maria; Rizzardini, Giuliano; Rizzetto, Mario; Rizzo, Salvatore; Romagnoli, Dante; Romano, Antonietta; Rossi, Cristina; Rumi, Maria Grazia; Russello, Maurizio; Russo, Francesca Paolo; Russo, Maria Luisa; Sansonno, Domenico Ettore; Santantonio, Teresa Antonia; Saracco, Giorgio; Schimizzi, Anna Maria; Serviddio, Gaetano; Simeone, Filomena; Solinas, Attilio; Soria, Alessandro; Tabone, Marco; Taliani, Gloria; Tarantino, Giuseppe; Tarquini, Pierluigi; Tavio, Marcello; Termite, Antonio; Teti, Elisabetta; Toniutto, Pierluigi; Torti, Carlo; Tundi, Paolo; Vecchiet, Giacomo; Verucchi, Gabriella; Gentilucci, Umberto Vespasiani; Vinci, Maria; Vullo, Vincenzo; Zolfino, Teresa; Zuin, MassimoAscione, Antonio; De Luca, Massimo; Melazzini, Mario; Montilla, Simona; Trotta, Maria Paola; Petta, Salvatore; Puoti, Massimo; Sangiovanni, Vincenzo; Messina, Vincenzo; Bruno, Savino; Izzi, Antonio; Villa, Erica; Aghemo, Alessio; Zignego, Anna Linda; Orlandini, Alessandra; Fontanella, Luca; Gasbarrini, Antonio; Marzioni, Marco; Giannini, Edoardo G.; Craxì, Antonio; Abbati, Giuseppe; Alberti, Alfredo; Andreone, Pietro; Andreoni, Massimo; Angeli, Paolo; Angelico, Mario; Angarano, Gioacchino; Angrisani, Debora; Antinori, Andrea; Antonini, Cinzia; Avancini, Ivo; Barone, Michele; Bruno, Raffaele; Benedetti, Antonio; Bernabucci, Veronica; Blanc, Pier; Boarini, Chiara; Boffa, Nicola; Boglione, Lucio; Borghi, Vanni; Borgia, Guglielmo; Brancaccio, Giuseppina; Brunetto, Maurizia; Cacciola, Irene; Calabrese, Paolo; Calvaruso, Vincenza; Campagnolo, Davide; Canovari, Benedetta; Caporaso, Nicola; Capra, Franco; Carolo, Giada; Cassola, Giovanni; Castelli, Francesco; Cauda, Roberto; Silberstein, Francesca Ceccherini; Cecere, Roberto; Chessa, Luchino; Chiodera, Alessandro; Chirianni, Antonio; Ciancio, Alessia; Cima, Serena; Coco, Barbara; Colombo, Massimo; Coppola, Nicola; Corti, Giampaolo; Cosco, Lucio; Corradori, Silvia; Cozzolongo, Raffaele; Cristaudo, Antonio; Danieli, Elena; Monforte, Antonella D’Arminio; Monache, Marco delle; Del Poggio, Paolo; de Luca, Andrea; Dentone, Chiara; Di Biagio, Antonio; Di Leo, Alfredo; Di Perri, Giovanni; DI STEFANO, Marco; D’Offizi, Giampiero; Donato, Francesca; Durante, Emanuele; Erne, Elke; Fagiuoli, Stefano; Falasca, Katia; Federico, Alessandro; Felder, Martina; Ferrari, Carlo; Gaeta, Giovanni Battista; Ganga, Roberto; Gatti, Pietro; Giacomet, Vania; Giacometti, Andrea; Gianstefani, Alice; Giordani, Maria; Giorgini, Alessia; Grieco, Antonio; Guerra, Michele; Gulminetti, Roberto; Ieluzzi, Donatella; Imparato, Michele; Iodice, Valentina; La Monica, Silvia; Lazzarin, Adriano; Lenzi, Marco; Levrero, Massimo; Lichtner, Myriam; Lionetti, Raffaella; Guercio, Carmela Lo; Madonna, Salvatore; Magnani, Silvia; Maida, Ivana; Marignani, Massimo; Marrone, Aldo; Marsetti, Fabio; Martini, Silvia; Masarone, Mario; Maserati, Renato; Mastroianni, Claudio Maria; Memoli, Massimo; Menzaghi, Barbara; Merli, Manuela; Miele, Luca; Milella, Michele; Mondelli, Mario; Montalbano, Marzia; Monti, Monica; Morelli, Olivia; Morisco, Filomena; Nardone, Gaetano; Novara, Sergio; Onnelli, Giovanna; Onofrio, Mirella; Paganin, Simona; Pani, Luca; Parisi, Maria Rita; Parruti, Giustino; Pasquazzi, Caterina; Pasulo, Luisa; Perno, Carlo Federico; Persico, Marcello; Piai, Guido; Picciotto, Antonino; Pigozzi, Grazielle Marie; Piovesan, Sara; Piras, Maria Chiara; Pirisi, Massimo; Piscaglia, Anna Maria; Ponti, Laura; Potenza, Domenico; Pravadelli, Cecilia; Quartini, Mariano; Quirino, Tiziana; Raimondo, Giovanni; Rapaccini, Gian Ludovico; Rendina, Maria; Rizzardini, Giuliano; Rizzetto, Mario; Rizzo, Salvatore; Romagnoli, Dante; Romano, Antonietta; Rossi, Cristina; Rumi, Maria Grazia; Russello, Maurizio; Russo, Francesca Paolo; Russo, Maria Luisa; Sansonno, Domenico Ettore; Santantonio, Teresa Antonia; Saracco, Giorgio; Schimizzi, Anna Maria; Serviddio, Gaetano; Simeone, Filomena; Solinas, Attilio; Soria, Alessandro; Tabone, Marco; Taliani, Gloria; Tarantino, Giuseppe; Tarquini, Pierluigi; Tavio, Marcello; Termite, Antonio; Teti, Elisabetta; Toniutto, Pierluigi; Torti, Carlo; Tundi, Paolo; Vecchiet, Giacomo; Verucchi, Gabriella; Gentilucci, Umberto Vespasiani; Vinci, Maria; Vullo, Vincenzo; Zolfino, Teresa; Zuin, Massim

COVID-19 Host Genetics Initiative. A first update on mapping the human genetic architecture of COVID-19

The COVID-19 pandemic continues to pose a major public health threat, especially in countries with low vaccination rates. To better understand the biological underpinnings of SARS-CoV-2 infection and COVID-19 severity, we formed the COVID-19 Host Genetics Initiative1. Here we present a genome-wide association study meta-analysis of up to 125,584 cases and over 2.5 million control individuals across 60 studies from 25 countries, adding 11 genome-wide significant loci compared with those previously identified2. Genes at new loci, including SFTPD, MUC5B and ACE2, reveal compelling insights regarding disease susceptibility and severity.</p