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Volumn 68, Issue , 2016, Pages 148-155

Impact of variations in triage cytology interpretation on human papillomavirus–based cervical screening and implications for screening algorithms

(34)  Ronco, Guglielmo t   Zappa, Marco u   Franceschi, Silvia v   Tunesi, Sara t,w   Caprioglio, Adele t   Confortini, Massimo u   Del Mistro, Annarosa x   Carozzi, Francesca u   Segnan, Nereo t   Zorzi, Manuel y   Giorgi Rossi, Paolo k,z   Gillio Tos, A a   Giubilato, P a   Pasquale, L b   Luciano, G b   Polla, E c   Dalla Palma, P c   Fedato, C d   Zago, F e   Pupo, A f   more..

e ULSS 12   (Italy)
g ULSS 16   (Italy)
i ULSS 18   (Italy)

Author keywords

Cervical cancer; Cytology; Human papillomavirus; Screening; Triage

Indexed keywords

ADULT; ARTICLE; CANCER SCREENING; COLPOSCOPY; FEMALE; HUMAN; MAJOR CLINICAL STUDY; NONHUMAN; PATIENT REFERRAL; PREDICTIVE VALUE; PRIORITY JOURNAL; RAPID TEST; SENSITIVITY ANALYSIS; UTERINE CERVIX CANCER; UTERINE CERVIX CARCINOMA IN SITU; UTERINE CERVIX CYTOLOGY; WART VIRUS; ALGORITHM; CERVICAL INTRAEPITHELIAL NEOPLASIA; EARLY CANCER DIAGNOSIS; EMERGENCY HEALTH SERVICE; ITALY; MIDDLE AGED; PAPANICOLAOU TEST; PAPILLOMAVIRUS INFECTIONS; PATHOLOGY; PROCEDURES; SENSITIVITY AND SPECIFICITY; STATISTICS AND NUMERICAL DATA; UTERINE CERVICAL NEOPLASMS; UTERINE CERVIX DYSPLASIA; VAGINA SMEAR; VIROLOGY;

EID: 84991699745     PISSN: 09598049     EISSN: 18790852     Source Type: Journal    
DOI: 10.1016/j.ejca.2016.09.008     Document Type: Article
Times cited : (36)

References (32)
  • 1
    • 84876558188 scopus 로고    scopus 로고
    • Evidence regarding human papillomavirus testing in secondary prevention of cervical cancer
    • Nov 20
    • [1] Arbyn, M., Ronco, G., Anttila, A., Meijer, C.J.L.M., Poljak, M., Ogilvie, G., et al. Evidence regarding human papillomavirus testing in secondary prevention of cervical cancer. Vaccine 30:Suppl. 5 (2012 Nov 20), F88–F99.
    • (2012) Vaccine , vol.30 , pp. F88-F99
    • Arbyn, M.1    Ronco, G.2    Anttila, A.3    Meijer, C.J.L.M.4    Poljak, M.5    Ogilvie, G.6
  • 2
    • 84895909567 scopus 로고    scopus 로고
    • Efficacy of HPV-based screening for prevention of invasive cervical cancer: follow-up of four European randomised controlled trials
    • [2] Ronco, G., Dillner, J., Elfström, K.M., Tunesi, S., Snijders, P.J.F., Arbyn, M., et al. Efficacy of HPV-based screening for prevention of invasive cervical cancer: follow-up of four European randomised controlled trials. Lancet 383:9916 (2014), 524–532.
    • (2014) Lancet , vol.383 , Issue.9916 , pp. 524-532
    • Ronco, G.1    Dillner, J.2    Elfström, K.M.3    Tunesi, S.4    Snijders, P.J.F.5    Arbyn, M.6
  • 3
    • 35349004609 scopus 로고    scopus 로고
    • Human papillomavirus and Papanicolaou tests to screen for cervical cancer
    • Oct 18
    • [3] Naucler, P., Ryd, W., Törnberg, S., Strand, A., Wadell, G., Elfgren, K., et al. Human papillomavirus and Papanicolaou tests to screen for cervical cancer. N Engl J Med 357:16 (2007 Oct 18), 1589–1597.
    • (2007) N Engl J Med , vol.357 , Issue.16 , pp. 1589-1597
    • Naucler, P.1    Ryd, W.2    Törnberg, S.3    Strand, A.4    Wadell, G.5    Elfgren, K.6
  • 4
    • 67649382952 scopus 로고    scopus 로고
    • HPV testing in combination with liquid-based cytology in primary cervical screening (ARTISTIC): a randomised controlled trial
    • [4] Kitchener, H.C., Almonte, M., Thomson, C., Wheeler, P., Sargent, A., Stoykova, B., et al. HPV testing in combination with liquid-based cytology in primary cervical screening (ARTISTIC): a randomised controlled trial. Lancet Oncol 10 (2009), 672–682.
    • (2009) Lancet Oncol , vol.10 , pp. 672-682
    • Kitchener, H.C.1    Almonte, M.2    Thomson, C.3    Wheeler, P.4    Sargent, A.5    Stoykova, B.6
  • 5
    • 84855301170 scopus 로고    scopus 로고
    • Human papillomavirus testing for the detection of high-grade cervical intraepithelial neoplasia and cancer: final results of the POBASCAM randomised controlled trial
    • [5] Rijkaart, D.C., Berkhof, J., Rozendaal, L., van Kemenade, F.J., Bulkmans, N.W.J., Heideman, D.A.M., et al. Human papillomavirus testing for the detection of high-grade cervical intraepithelial neoplasia and cancer: final results of the POBASCAM randomised controlled trial. Lancet Oncol 13 (2012), 78–88.
    • (2012) Lancet Oncol , vol.13 , pp. 78-88
    • Rijkaart, D.C.1    Berkhof, J.2    Rozendaal, L.3    van Kemenade, F.J.4    Bulkmans, N.W.J.5    Heideman, D.A.M.6
  • 6
    • 84876227859 scopus 로고    scopus 로고
    • 2012 updated consensus guidelines for the management of abnormal cervical cancer screening tests and cancer precursors
    • [6] Massad, L.S., Einstein, M.H., Huh, W.K., Katki, H.A., Kinney, W.K., Schiffman, M., et al. 2012 updated consensus guidelines for the management of abnormal cervical cancer screening tests and cancer precursors. Obst Gynecol 121 (2013), 829–846.
    • (2013) Obst Gynecol , vol.121 , pp. 829-846
    • Massad, L.S.1    Einstein, M.H.2    Huh, W.K.3    Katki, H.A.4    Kinney, W.K.5    Schiffman, M.6
  • 7
    • 84925958095 scopus 로고    scopus 로고
    • Informed cytology for triaging HPV-positive women: substudy nested in the NTCC randomized controlled trial
    • dju423
    • [7] Bergeron, C., Giorgi-Rossi, P., Cas, F., Schiboni, M.L., Ghiringhello, B., Dalla Palma, P., et al. Informed cytology for triaging HPV-positive women: substudy nested in the NTCC randomized controlled trial. J Natl Cancer Inst, 107(12), 2015, 10.1093/jnci/dju423 dju423.
    • (2015) J Natl Cancer Inst , vol.107 , Issue.12
    • Bergeron, C.1    Giorgi-Rossi, P.2    Cas, F.3    Schiboni, M.L.4    Ghiringhello, B.5    Dalla Palma, P.6
  • 8
    • 71549139773 scopus 로고    scopus 로고
    • Age-specific evaluation of primary human papillomavirus screening vs conventional cytology in a randomized setting
    • [8] Leinonen, M., Nieminen, P., Kotaniemi-Talonen, L., Malila, N., Tarkkanen, J., Laurila, P., et al. Age-specific evaluation of primary human papillomavirus screening vs conventional cytology in a randomized setting. J Natl Cancer Inst 101 (2009), 1612–1623.
    • (2009) J Natl Cancer Inst , vol.101 , pp. 1612-1623
    • Leinonen, M.1    Nieminen, P.2    Kotaniemi-Talonen, L.3    Malila, N.4    Tarkkanen, J.5    Laurila, P.6
  • 9
    • 80052388064 scopus 로고    scopus 로고
    • Performance of carcinogenic human papillomavirus (HPV) testing and HPV16 or HPV18 genotyping for cervical cancer screening of women aged 25 years and older: a subanalysis of the ATHENA study
    • [9] Castle, P.E., Stoler, M.H., Wright, T.C., Sharma, A., Wright, T.L., Behrens, C.M., Performance of carcinogenic human papillomavirus (HPV) testing and HPV16 or HPV18 genotyping for cervical cancer screening of women aged 25 years and older: a subanalysis of the ATHENA study. Lancet Oncol 12 (2011), 880–890.
    • (2011) Lancet Oncol , vol.12 , pp. 880-890
    • Castle, P.E.1    Stoler, M.H.2    Wright, T.C.3    Sharma, A.4    Wright, T.L.5    Behrens, C.M.6
  • 10
    • 52749088718 scopus 로고    scopus 로고
    • Use of p16-INK4A overexpression to increase the specificity of human papillomavirus testing: a nested substudy of the NTCC randomised controlled trial
    • [10] Carozzi, F., Confortini, M., Dalla Palma, P., Del Mistro, A., Gillio-Tos, A., De Marco, L., et al. Use of p16-INK4A overexpression to increase the specificity of human papillomavirus testing: a nested substudy of the NTCC randomised controlled trial. Lancet Oncol 9 (2008), 937–945.
    • (2008) Lancet Oncol , vol.9 , pp. 937-945
    • Carozzi, F.1    Confortini, M.2    Dalla Palma, P.3    Del Mistro, A.4    Gillio-Tos, A.5    De Marco, L.6
  • 11
    • 84873079859 scopus 로고    scopus 로고
    • Risk of high-grade cervical intraepithelial neoplasia during follow-up in HPV-positive women according to baseline p16-INK4A results: a prospective analysis of a nested substudy of the NTCC randomised controlled trial
    • [11] Carozzi, F., Gillio-Tos, A., Confortini, M., Del Mistro, A., Sani, C., De Marco, L., et al. Risk of high-grade cervical intraepithelial neoplasia during follow-up in HPV-positive women according to baseline p16-INK4A results: a prospective analysis of a nested substudy of the NTCC randomised controlled trial. Lancet Oncol 14 (2013), 168–176.
    • (2013) Lancet Oncol , vol.14 , pp. 168-176
    • Carozzi, F.1    Gillio-Tos, A.2    Confortini, M.3    Del Mistro, A.4    Sani, C.5    De Marco, L.6
  • 12
    • 79957472045 scopus 로고    scopus 로고
    • Triaging Pap cytology negative, HPV positive cervical cancer screening results with p16/Ki-67 Dual-stained cytology
    • [12] Petry, K.U., Schmidt, D., Scherbring, S., Luyten, A., Reinecke-Lüthge, A., Bergeron, C., et al. Triaging Pap cytology negative, HPV positive cervical cancer screening results with p16/Ki-67 Dual-stained cytology. Gynecol Oncol 121 (2011), 505–509.
    • (2011) Gynecol Oncol , vol.121 , pp. 505-509
    • Petry, K.U.1    Schmidt, D.2    Scherbring, S.3    Luyten, A.4    Reinecke-Lüthge, A.5    Bergeron, C.6
  • 13
    • 84951802471 scopus 로고    scopus 로고
    • p16/Ki-67 dual stain cytology for detection of cervical precancer in HPV-positive women
    • pii: djv257. Print 2015 Dec Sept 15
    • [13] Wentzensen, N., Fetterman, B., Castle, P.E., Schiffman, M., Wood, S.N., Stiemerling, E., et al. p16/Ki-67 dual stain cytology for detection of cervical precancer in HPV-positive women. J Natl Cancer Inst, 107(12), 2015 Sept 15, 10.1093/jnci/djv257 pii: djv257. Print 2015 Dec.
    • (2015) J Natl Cancer Inst , vol.107 , Issue.12
    • Wentzensen, N.1    Fetterman, B.2    Castle, P.E.3    Schiffman, M.4    Wood, S.N.5    Stiemerling, E.6
  • 14
    • 84924325756 scopus 로고    scopus 로고
    • Triaging HPV-positive women with normal cytology by p16/Ki-67 dual-stained cytology testing: baseline and longitudinal data
    • [Epub 2014 Nov 6] May 15
    • [14] Uijterwaal, M.H., Polman, N.J., Witte, B.I., van Kemenade, F.J., Rijkaart, D., Berkhof, J., et al. Triaging HPV-positive women with normal cytology by p16/Ki-67 dual-stained cytology testing: baseline and longitudinal data. Int J Cancer 136:10 (2015 May 15), 2361–2368, 10.1002/ijc.29290 [Epub 2014 Nov 6].
    • (2015) Int J Cancer , vol.136 , Issue.10 , pp. 2361-2368
    • Uijterwaal, M.H.1    Polman, N.J.2    Witte, B.I.3    van Kemenade, F.J.4    Rijkaart, D.5    Berkhof, J.6
  • 15
    • 84938094491 scopus 로고    scopus 로고
    • Methylation analysis of the FAM19A4 gene in cervical scrapes is highly efficient in detecting cervical carcinomas and advanced CIN2/3 lesions
    • [Epub 2014 Oct 3] Dec
    • [15] De Strooper, L.M.A., Meijer, C.J.L.M., Berkhof, J., Hesselink, A.T., Snijders, P.J.F., Steenbergen, R.D.M., et al. Methylation analysis of the FAM19A4 gene in cervical scrapes is highly efficient in detecting cervical carcinomas and advanced CIN2/3 lesions. Cancer Prev Res (Phila) 7 (2014 Dec), 1251–1257, 10.1158/1940-6207.CAPR-14-0237 [Epub 2014 Oct 3].
    • (2014) Cancer Prev Res (Phila) , vol.7 , pp. 1251-1257
    • De Strooper, L.M.A.1    Meijer, C.J.L.M.2    Berkhof, J.3    Hesselink, A.T.4    Snijders, P.J.F.5    Steenbergen, R.D.M.6
  • 16
    • 84907168663 scopus 로고    scopus 로고
    • Combined CADM1/MAL methylation and cytology testing for colposcopy triage of high-risk HPV-positive women
    • [Epub 2014 Jun 24] Sep
    • [16] De Strooper, L.M.A., Hesselink, A.T., Berkhof, J., Meijer, C.J.L.M., Snijders, P.J.F., Steenbergen, R.D.M., et al. Combined CADM1/MAL methylation and cytology testing for colposcopy triage of high-risk HPV-positive women. Cancer Epidemiol Biomarkers Prev 23:9 (2014 Sep), 1933–1937, 10.1158/1055-9965.EPI-14-0347 [Epub 2014 Jun 24].
    • (2014) Cancer Epidemiol Biomarkers Prev , vol.23 , Issue.9 , pp. 1933-1937
    • De Strooper, L.M.A.1    Hesselink, A.T.2    Berkhof, J.3    Meijer, C.J.L.M.4    Snijders, P.J.F.5    Steenbergen, R.D.M.6
  • 17
    • 84896739532 scopus 로고    scopus 로고
    • Triage by methylation-marker testing versus cytology in women who test HPV-positive on self-collected cervicovaginal specimens (PROHTECT-3): a randomised controlled non-inferiority trial
    • [Epub 2014 Feb 13] Mar
    • [17] Verhoef, V.M.J., Bosgraaf, R.P., van Kemenade, F.J., Rozendaal, L., Heideman, D.A.M., Hesselink, A.T., et al. Triage by methylation-marker testing versus cytology in women who test HPV-positive on self-collected cervicovaginal specimens (PROHTECT-3): a randomised controlled non-inferiority trial. Lancet Oncol 15:3 (2014 Mar), 315–322, 10.1016/S1470-2045(14)70019-1 [Epub 2014 Feb 13].
    • (2014) Lancet Oncol , vol.15 , Issue.3 , pp. 315-322
    • Verhoef, V.M.J.1    Bosgraaf, R.P.2    van Kemenade, F.J.3    Rozendaal, L.4    Heideman, D.A.M.5    Hesselink, A.T.6
  • 18
    • 84859486194 scopus 로고    scopus 로고
    • Methylation of human papillomavirus type 16 genome and risk of cervical precancer in a Costa Rican population
    • [Epub 2012 Mar 23] Apr 4
    • [18] Mirabello, L., Sun, C., Ghosh, A., Rodriguez, A.C., Schiffman, M., Wentzensen, N., et al. Methylation of human papillomavirus type 16 genome and risk of cervical precancer in a Costa Rican population. J Natl Cancer Inst 104:7 (2012 Apr 4), 556–565, 10.1093/jnci/djs135 [Epub 2012 Mar 23].
    • (2012) J Natl Cancer Inst , vol.104 , Issue.7 , pp. 556-565
    • Mirabello, L.1    Sun, C.2    Ghosh, A.3    Rodriguez, A.C.4    Schiffman, M.5    Wentzensen, N.6
  • 19
    • 84870170478 scopus 로고    scopus 로고
    • Methylation of HPV18, HPV31, and HPV45 genomes and cervical intraepithelial neoplasia grade 3
    • [Epub 2012 Oct 23] Nov 21
    • [19] Wentzensen, N., Sun, C., Ghosh, A., Kinney, W., Mirabello, L., Wacholder, S., et al. Methylation of HPV18, HPV31, and HPV45 genomes and cervical intraepithelial neoplasia grade 3. J Natl Cancer Inst 104:22 (2012 Nov 21), 1738–1749, 10.1093/jnci/djs425 [Epub 2012 Oct 23].
    • (2012) J Natl Cancer Inst , vol.104 , Issue.22 , pp. 1738-1749
    • Wentzensen, N.1    Sun, C.2    Ghosh, A.3    Kinney, W.4    Mirabello, L.5    Wacholder, S.6
  • 20
    • 84893932827 scopus 로고    scopus 로고
    • A comparison of methylation levels in HPV18, HPV31 and HPV33 genomes reveals similar associations with cervical precancers
    • [Epub 2014 Jan 8] Mar
    • [20] Vasiljević, N., Scibior-Bentkowska, D., Brentnall, A., Cuzick, J., Lorincz, A., A comparison of methylation levels in HPV18, HPV31 and HPV33 genomes reveals similar associations with cervical precancers. J Clin Virol 59:3 (2014 Mar), 161–166, 10.1016/j.jcv.2013.12.014 [Epub 2014 Jan 8].
    • (2014) J Clin Virol , vol.59 , Issue.3 , pp. 161-166
    • Vasiljević, N.1    Scibior-Bentkowska, D.2    Brentnall, A.3    Cuzick, J.4    Lorincz, A.5
  • 21
    • 84954368904 scopus 로고    scopus 로고
    • Effectiveness of novel, lower cost molecular human papillomavirus-based tests for cervical cancer screening in rural China
    • [Epub ahead of print] Mar 15
    • [21] Valdez, M., Jeronimo, J., Bansil, P., Qiao, Y.-L., Zhao, F.-H., Chen, W., et al. Effectiveness of novel, lower cost molecular human papillomavirus-based tests for cervical cancer screening in rural China. Int J Cancer 138 (2016 Mar 15), 1453–1461, 10.1002/ijc.29877 [Epub ahead of print].
    • (2016) Int J Cancer , vol.138 , pp. 1453-1461
    • Valdez, M.1    Jeronimo, J.2    Bansil, P.3    Qiao, Y.-L.4    Zhao, F.-H.5    Chen, W.6
  • 22
    • 84960468575 scopus 로고    scopus 로고
    • Triage of HPV positive women in cervical cancer screening
    • [22] Wentzensen, N., Schiffman, M., Palmer, T., Arbyn, M., Triage of HPV positive women in cervical cancer screening. J Clin Virol 76:Suppl. 1 (2016), S49–S55.
    • (2016) J Clin Virol , vol.76 , pp. S49-S55
    • Wentzensen, N.1    Schiffman, M.2    Palmer, T.3    Arbyn, M.4
  • 23
    • 85016132861 scopus 로고    scopus 로고
    • A first survey of HPV-based screening in routine cervical cancer screening in Italy
    • May–Jun
    • [23] Ronco, G., Giorgi Rossi, P., Giubilato, P., Del Mistro, A., Zappa, M., Carozzi, F., et al. A first survey of HPV-based screening in routine cervical cancer screening in Italy. Epidemiol Prev 39:3 Suppl. 1 (2015 May–Jun), 77–83.
    • (2015) Epidemiol Prev , vol.39 , Issue.3 , pp. 77-83
    • Ronco, G.1    Giorgi Rossi, P.2    Giubilato, P.3    Del Mistro, A.4    Zappa, M.5    Carozzi, F.6
  • 24
    • 0032465458 scopus 로고    scopus 로고
    • A first survey of organized cervical cancer screening programs in Italy
    • [24] Ronco, G., Iossa, A., Naldoni, C., Pilutti, S., Anghinoni, E., Zappa, M., et al. A first survey of organized cervical cancer screening programs in Italy. Tumori 84 (1998), 624–630.
    • (1998) Tumori , vol.84 , pp. 624-630
    • Ronco, G.1    Iossa, A.2    Naldoni, C.3    Pilutti, S.4    Anghinoni, E.5    Zappa, M.6
  • 25
    • 85016089888 scopus 로고    scopus 로고
    • Extension of organized cervical cancer screening programmes in Italy and their process indicators, 2011–2012 activity
    • May–Jun
    • [25] Ronco, G., Giubilato, P., Carozzi, F., Maia, G., Giorgi Rossi, P., Zappa, M., et al. Extension of organized cervical cancer screening programmes in Italy and their process indicators, 2011–2012 activity. Epidemiol Prev 39:3 Suppl. 1 (2015 May–Jun), 61–76.
    • (2015) Epidemiol Prev , vol.39 , Issue.3 , pp. 61-76
    • Ronco, G.1    Giubilato, P.2    Carozzi, F.3    Maia, G.4    Giorgi Rossi, P.5    Zappa, M.6
  • 26
    • 84871738194 scopus 로고    scopus 로고
    • Health technology assessment report: HPV DNA based primary screening for cervical cancer precursors
    • [Italian]
    • [26] Ronco, G., Biggeri, A., Confortini, M., Naldoni, C., Segnan, N., Sideri, M., et al. Health technology assessment report: HPV DNA based primary screening for cervical cancer precursors. Epidemio Prev 36:3–4 Suppl. 1 (2012), 1–72 [Italian].
    • (2012) Epidemio Prev , vol.36 , Issue.3-4 , pp. 1-72
    • Ronco, G.1    Biggeri, A.2    Confortini, M.3    Naldoni, C.4    Segnan, N.5    Sideri, M.6
  • 27
    • 84856096436 scopus 로고    scopus 로고
    • HPV prevalence and accuracy of HPV testing to detect high-grade cervical intraepithelial neoplasia
    • Mar 2105
    • [27] Giorgi-Rossi, P., Franceschi, S., Ronco, G., HPV prevalence and accuracy of HPV testing to detect high-grade cervical intraepithelial neoplasia. Int J Cancer 130:6 (2012 Mar 2105), 1387–1394.
    • (2012) Int J Cancer , vol.130 , Issue.6 , pp. 1387-1394
    • Giorgi-Rossi, P.1    Franceschi, S.2    Ronco, G.3
  • 28
    • 77649173768 scopus 로고
    • Longitudinal data analysis using generalized linear models
    • [28] Liang, K.Y., Zeger, S.L., Longitudinal data analysis using generalized linear models. Biometrika 73 (1986), 13–22.
    • (1986) Biometrika , vol.73 , pp. 13-22
    • Liang, K.Y.1    Zeger, S.L.2
  • 29
    • 82255186484 scopus 로고    scopus 로고
    • Evaluation of 14 triage strategies for HPV DNA-positive women in population-based cervical screening
    • [29] Rijkaart, D.C., Berkhof, J., van Kemenade, F.J., Coupe, V.M.H., Hesselink, A.T., Rozendaal, L., et al. Evaluation of 14 triage strategies for HPV DNA-positive women in population-based cervical screening. Int J Cancer 130 (2012), 602–610.
    • (2012) Int J Cancer , vol.130 , pp. 602-610
    • Rijkaart, D.C.1    Berkhof, J.2    van Kemenade, F.J.3    Coupe, V.M.H.4    Hesselink, A.T.5    Rozendaal, L.6
  • 30
  • 31
    • 84921059626 scopus 로고    scopus 로고
    • The age distribution of type-specific high-risk human papillomavirus incidence in two population-based screening trials
    • [31] Veldhuijzen, N.J., Berkhof, J., Gillio-Tos, A., De Marco, L., Carozzi, F., Del Mistro, A., et al. The age distribution of type-specific high-risk human papillomavirus incidence in two population-based screening trials. Cancer Epidemiol Biomarkers Prev 24 (2015), 111–118.
    • (2015) Cancer Epidemiol Biomarkers Prev , vol.24 , pp. 111-118
    • Veldhuijzen, N.J.1    Berkhof, J.2    Gillio-Tos, A.3    De Marco, L.4    Carozzi, F.5    Del Mistro, A.6


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