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Volumn 88, Issue 3, 2014, Pages 701-723

Retrospective analysis of the Draize test for serious eye damage/eye irritation: Importance of understanding the in vivo endpoints under un GHS/EU CLP for the development and evaluation of in vitro test methods

Author keywords

Draize within test variability; Drivers of classification; Eye irritation serious eye damage; UN GHS EU CLP; Validation of in vitro methods

Indexed keywords

IRRITANT AGENT;

EID: 84894564745     PISSN: 03405761     EISSN: 14320738     Source Type: Journal    
DOI: 10.1007/s00204-013-1156-8     Document Type: Article
Times cited : (85)

References (57)
  • 3
    • 0026749775 scopus 로고
    • An evaluation of five potential alternatives in vitro to the rabbit eye irritation test in vivo
    • 1:CAS:528:DyaK38XmtVKntbg%3D 20732124 10.1016/0887-2333(92)90017-L
    • Bagley DM, Bruner LH, de Silva O, Cottin M, O'Brien KAF, Uttley M, Walker AP (1992b) An evaluation of five potential alternatives in vitro to the rabbit eye irritation test in vivo. Toxicol In Vitro 6:275-284
    • (1992) Toxicol in Vitro , vol.6 , pp. 275-284
    • Bagley, D.M.1    Bruner, L.H.2    De Silva, O.3    Cottin, M.4    O'Brien, K.A.F.5    Uttley, M.6    Walker, A.P.7
  • 4
    • 0028566582 scopus 로고
    • Development of a 10-day chorioallantoic membrane vascular assay as an alternative to the Draize rabbit eye irritation test
    • 1:CAS:528:DyaK2MXjtFyqtrY%3D 7813987 10.1016/0278-6915(94)90131-7
    • Bagley DM, Waters D, Kong BM (1994) Development of a 10-day chorioallantoic membrane vascular assay as an alternative to the Draize rabbit eye irritation test. Food Chem Toxicol 32:1155-1160
    • (1994) Food Chem Toxicol , vol.32 , pp. 1155-1160
    • Bagley, D.M.1    Waters, D.2    Kong, B.M.3
  • 6
    • 0033063317 scopus 로고    scopus 로고
    • Assessment of the chorioallantoic membrane vascular assay (CAMVA) in the COLIPA in vitro eye irritation validation study
    • 1:CAS:528:DyaK1MXktlyjtrg%3D 20654486 10.1016/S0887-2333(98)00089-7
    • Bagley DM, Cerven D, Harbell J (1999b) Assessment of the chorioallantoic membrane vascular assay (CAMVA) in the COLIPA in vitro eye irritation validation study. Toxicol In Vitro 13:285-293
    • (1999) Toxicol in Vitro , vol.13 , pp. 285-293
    • Bagley, D.M.1    Cerven, D.2    Harbell, J.3
  • 7
    • 84894594300 scopus 로고    scopus 로고
    • The importance of understanding drivers of irritation in vivo for selection of chemicals used in the development and evaluation of in vitro eye irritation assays: Cosmetics Europe analysis
    • Poster presented at the Southampton, UK, May 14-16 Accessed on 15/05/2013
    • Barroso J, Alépée N, De Smedt A, De Wever B, Hibatallah J, McNamee P, Mewes KR, Millet M, Pfannenbecker U, Tailhardat M, Templier M (2013) The importance of understanding drivers of irritation in vivo for selection of chemicals used in the development and evaluation of in vitro eye irritation assays: Cosmetics Europe analysis. Poster presented at the In Vitro Testing Industrial Platform (IVTIP) Spring 2013 Meeting, Southampton, UK, May 14-16, 2013. Available from: https://www.cosmeticseurope.eu/downloads/6057.html. Accessed on 15/05/2013
    • (2013) In Vitro Testing Industrial Platform (IVTIP) Spring 2013 Meeting
    • Barroso J, A.1
  • 9
    • 0029895364 scopus 로고    scopus 로고
    • Determination of the intra- and interlaboratory reproducibility of the low volume eye test and its statistical relationship to the Draize eye test
    • 1:CAS:528:DyaK28Xjsleit74%3D 8661334 10.1006/rtph.1996.0037
    • Cormier EM, Parker RD, Henson C, Cruse LW, Merritt AK, Bruce RD, Osborne R (1996) Determination of the intra- and interlaboratory reproducibility of the low volume eye test and its statistical relationship to the Draize eye test. Regul Toxicol Pharmacol 23:156-161
    • (1996) Regul Toxicol Pharmacol , vol.23 , pp. 156-161
    • Cormier, E.M.1    Parker, R.D.2    Henson, C.3    Cruse, L.W.4    Merritt, A.K.5    Bruce, R.D.6    Osborne, R.7
  • 12
    • 0011754260 scopus 로고
    • The HET-CAM test: A study of the irritation potential of chemicals and formulations
    • de Silva O, Rougier A, Dossou KG (1992) The HET-CAM test: a study of the irritation potential of chemicals and formulations. ATLA 20:432-437
    • (1992) ATLA , vol.20 , pp. 432-437
    • De Silva, O.1    Rougier, A.2    Dossou, K.G.3
  • 13
    • 84894523138 scopus 로고    scopus 로고
    • The importance of understanding drivers of irritation in vivo for selection of chemicals used in the development and evaluation of in vitro eye irritation assays: Cosmetics Europe analysis
    • Poster P 2.02 presented at the Lisbon, Portugal, October 16-19, 2012
    • De Wever B, Alépée N, Barroso J, De Smedt A, Hibatallah J, Le Varlet B, McNamee P, Mewes KR, Millet M, Pfannenbecker U, Tailhardat M, Templier M (2012) The importance of understanding drivers of irritation in vivo for selection of chemicals used in the development and evaluation of in vitro eye irritation assays: Cosmetics Europe analysis. Poster P 2.02 presented at the European Society of Toxicology in Vitro 2012 international conference (ESTIV2012), Lisbon, Portugal, October 16-19, 2012
    • (2012) European Society of Toxicology in Vitro 2012 International Conference (ESTIV2012)
    • De Wever B, A.1
  • 14
    • 0000021897 scopus 로고
    • Methods for the study of irritation and toxicity of substances applied topically to the skin and mucous membranes
    • 1:CAS:528:DyaH2MXhtVGltA%3D%3D
    • Draize JH, Woodard G, Calvery HO (1944) Methods for the study of irritation and toxicity of substances applied topically to the skin and mucous membranes. J Pharmacol Exp Ther 82:377-390
    • (1944) J Pharmacol Exp Ther , vol.82 , pp. 377-390
    • Draize, J.H.1    Woodard, G.2    Calvery, H.O.3
  • 15
    • 67650678980 scopus 로고    scopus 로고
    • Labelling and Packaging of substances and mixtures, amending and repealing Directives 67/548/EEC and 1999/45/EC, and amending Regulation (EC) No 1907/2006
    • EC Regulation (EC) No 1272/2008 of the European Parliament and of the Council of 16 December 2008 on Classification
    • EC (2008) Regulation (EC) No 1272/2008 of the European Parliament and of the Council of 16 December 2008 on Classification, Labelling and Packaging of substances and mixtures, amending and repealing Directives 67/548/EEC and 1999/45/EC, and amending Regulation (EC) No 1907/2006. Off J Eu Union L353:1-1355
    • (2008) Off J Eu Union , vol.L353 , pp. 1-1355
  • 16
    • 0002742925 scopus 로고    scopus 로고
    • Eye irritation reference chemicals data bank
    • ECETOC Brussels, Belgium
    • ECETOC (1998) Eye irritation reference chemicals data bank. Technical report n. 48 (2), Brussels, Belgium
    • (1998) Technical Report N. 48 , Issue.2
  • 18
    • 84858166891 scopus 로고    scopus 로고
    • U.S. EPA U.S. environmental protection agency, Washington, DC, USA Accessed on 14/05/2013
    • U.S. EPA (2011) Label review manual. U.S. environmental protection agency, Washington, DC, USA. Available from: http://www.epa.gov/oppfead1/ labeling/lrm/. Accessed on 14/05/2013
    • (2011) Label Review Manual
  • 21
    • 41149097600 scopus 로고    scopus 로고
    • Repeated exposure to Benzalkonium chloride in the Ex Vivo Eye Irritation Test (EVEIT): Observation of isolated corneal damage and healing
    • 1:CAS:528:DC%2BD1cXktVertLg%3D 18333712
    • Frentz M, Goss M, Reim M, Schrage NF (2008) Repeated exposure to Benzalkonium chloride in the Ex Vivo Eye Irritation Test (EVEIT): observation of isolated corneal damage and healing. ATLA 36:25-32
    • (2008) ATLA , vol.36 , pp. 25-32
    • Frentz, M.1    Goss, M.2    Reim, M.3    Schrage, N.F.4
  • 22
    • 77957178643 scopus 로고
    • Bovine corneal opacity and permeability test: An in vitro assay of ocular irritancy
    • 1:CAS:528:DyaK38Xit12ks7w%3D 1597268 10.1016/0272-0590(92)90142-5
    • Gautheron P, Dukic M, Alix D, Sina JF (1992) Bovine corneal opacity and permeability test: an in vitro assay of ocular irritancy. Fundam Appl Toxicol 18:442-449
    • (1992) Fundam Appl Toxicol , vol.18 , pp. 442-449
    • Gautheron, P.1    Dukic, M.2    Alix, D.3    Sina, J.F.4
  • 24
    • 0033003675 scopus 로고    scopus 로고
    • Interlaboratory validation of in vitro eye irritation tests for cosmetic ingredients. (2) Chorioallantoic membrane (CAM) test
    • 1:CAS:528:DyaK1MXit1Cisb4%3D 20654469 10.1016/S0887-2333(98)00065-4
    • Hagino S, Kinoshita S, Tani N, Nakamura T, Ono N, Konishi K, Iimura H, Kojima H, Ohno Y (1999) Interlaboratory validation of in vitro eye irritation tests for cosmetic ingredients. (2) Chorioallantoic membrane (CAM) test. Toxicol In Vitro 13:99-113
    • (1999) Toxicol in Vitro , vol.13 , pp. 99-113
    • Hagino, S.1    Kinoshita, S.2    Tani, N.3    Nakamura, T.4    Ono, N.5    Konishi, K.6    Iimura, H.7    Kojima, H.8    Ohno, Y.9
  • 25
    • 77954696086 scopus 로고    scopus 로고
    • First alternative method validated by a retrospective weight-of-evidence approach to replace the Draize eye test for the identification of non-irritant substances for a defined applicability domain
    • 20390238
    • Hartung T, Bruner L, Curren R, Eskes C, Goldberg A, McNamee P, Scott L, Zuang V (2010) First alternative method validated by a retrospective weight-of-evidence approach to replace the Draize eye test for the identification of non-irritant substances for a defined applicability domain. ALTEX 27:43-51
    • (2010) ALTEX , vol.27 , pp. 43-51
    • Hartung, T.1    Bruner, L.2    Curren, R.3    Eskes, C.4    Goldberg, A.5    McNamee, P.6    Scott, L.7    Zuang, V.8
  • 26
    • 84894598982 scopus 로고    scopus 로고
    • Analysis of the estimated underclassification and overclassification likelihoods of the current in vivo rabbit eye test for hazard classification
    • Accessed on 7/09/2012
    • Haseman JK, Choski NY, Allen DG, Raymond RT, Stokes WL (2005) Analysis of the estimated underclassification and overclassification likelihoods of the current in vivo rabbit eye test for hazard classification. NICEATM draft report. Available from: http://iccvam.niehs.nih.gov/docs/ocutox-docs/classification/ haserpt110405.pdf. Accessed on 7/09/2012
    • (2005) NICEATM Draft Report
    • Haseman, J.K.1    Choski, N.Y.2    Allen, D.G.3    Raymond, R.T.4    Stokes, W.L.5
  • 29
    • 84894583451 scopus 로고    scopus 로고
    • ICCVAM NIH Publication No. 07-4517, National Institute of Environmental Health Sciences, Research Triangle Park North Carolina, USA Accessed on 6/12/2013
    • ICCVAM (2007) ICCVAM test method evaluation report: in vitro ocular toxicity test methods for identifying ocular severe irritants and corrosives. NIH Publication No. 07-4517. National Institute of Environmental Health Sciences, Research Triangle Park, North Carolina, USA. Available from: http://iccvam.niehs.nih.gov/methods/ocutox/ivocutox/ocu-tmer.htm. Accessed on 6/12/2013
    • (2007) ICCVAM Test Method Evaluation Report: In Vitro Ocular Toxicity Test Methods for Identifying Ocular Severe Irritants and Corrosives
  • 31
    • 84982290150 scopus 로고    scopus 로고
    • ICCVAM National Institute of Environmental Health Sciences, Research Triangle Park North Carolina, USA Accessed on 6/12/2013
    • ICCVAM (2013) Short Time Exposure (STE) test method summary review document. National Institute of Environmental Health Sciences, Research Triangle Park, North Carolina, USA. Available from: http://iccvam.niehs.nih.gov/docs/ ocutox-docs/STE-SRD-NICEATM-508.pdf. Accessed on 6/12/2013
    • (2013) Short Time Exposure (STE) Test Method Summary Review Document
  • 32
    • 80053389693 scopus 로고    scopus 로고
    • Development of the EpiOcular™ Eye Irritation Test (EpiOcular-EIT) for hazard identification and labelling of eye irritating chemicals in response to the requirements of the cosmetics directive and REACH legislation
    • 1:CAS:528:DC%2BC3MXht1OmtrnN 21942547
    • Kaluzhny Y, Kandárová H, Hayden P, Kubilus J, d'Argembeau-Thornton L, Klausner M (2011) Development of the EpiOcular™ Eye Irritation Test (EpiOcular-EIT) for hazard identification and labelling of eye irritating chemicals in response to the requirements of the cosmetics directive and REACH legislation. ATLA 39:339-364
    • (2011) ATLA , vol.39 , pp. 339-364
    • Kaluzhny, Y.1    Kandárová, H.2    Hayden, P.3    Kubilus, J.4    D'Argembeau-Thornton, L.5    Klausner, M.6
  • 33
    • 0030268034 scopus 로고    scopus 로고
    • Principal component analysis of Draize eye irritation tissue scores from 72 samples of 55 chemicals in the ECETOC data bank
    • 1:CAS:528:DyaK2sXjsFCl 20650242 10.1016/S0887-2333(96)00039-2
    • Lovell DP (1996) Principal component analysis of Draize eye irritation tissue scores from 72 samples of 55 chemicals in the ECETOC data bank. Toxicol In Vitro 10:609-618
    • (1996) Toxicol in Vitro , vol.10 , pp. 609-618
    • Lovell, D.P.1
  • 34
    • 0022255024 scopus 로고
    • Hen's egg chorioallantoic membrane test for irritation potential
    • 1:CAS:528:DyaL2MXkvF2ku7s%3D 4040077 10.1016/0278-6915(85)90030-4
    • Luepke NP (1985) Hen's egg chorioallantoic membrane test for irritation potential. Food Chem Toxicol 23:287-291
    • (1985) Food Chem Toxicol , vol.23 , pp. 287-291
    • Luepke, N.P.1
  • 35
    • 0007726024 scopus 로고
    • Rabbit eye irritation test: Collaborative study
    • 1:CAS:528:DyaE3sXltlegtbc%3D
    • Marzulli FN, Ruggles DI (1973) Rabbit eye irritation test: collaborative study. J Assoc Off Anal Chem 56:905-914
    • (1973) J Assoc off Anal Chem , vol.56 , pp. 905-914
    • Marzulli, F.N.1    Ruggles, D.I.2
  • 36
    • 84860911258 scopus 로고    scopus 로고
    • Explanatory background document to the OECD test guideline on in vitro skin irritation testing
    • OECD OECD, Paris Accessed on 03/05/2013
    • OECD (2010) Explanatory background document to the OECD test guideline on in vitro skin irritation testing. OECD series on testing and assessment, no. 137, OECD, Paris. Available from: http://www.oecd.org/officialdocuments/ displaydocument/?cote=env/jm/mono(2010)36&doclanguage=en. Accessed on 03/05/2013
    • (2010) OECD Series on Testing and Assessment, No. 137
  • 37
    • 84871629792 scopus 로고    scopus 로고
    • OECD Test no. 405. Acute eye irritation/corrosion section 4, 19 pp. OECD publishing. doi: 10.1787/9789264185333-en
    • OECD (2012a) Test no. 405. Acute eye irritation/corrosion. OECD guideline for the testing of chemicals, section 4, 19 pp. OECD publishing. doi: 10.1787/9789264185333-en
    • (2012) OECD Guideline for the Testing of Chemicals
  • 38
    • 84888404911 scopus 로고    scopus 로고
    • Test no. 460: Fluorescein Leakage test method for identifying ocular corrosives and severe irritants
    • OECD section 4, 16 pp. OECD publishing. doi: 10.1787/9789264185401-en
    • OECD (2012b). Test no. 460: Fluorescein Leakage test method for identifying ocular corrosives and severe irritants. OECD guideline for the testing of chemicals, section 4, 16 pp. OECD publishing. doi: 10.1787/9789264185401-en
    • (2012) OECD Guideline for the Testing of Chemicals
  • 39
    • 84911028343 scopus 로고    scopus 로고
    • Test no. 437: Bovine Corneal Opacity and Permeability test method for identifying i) chemicals inducing serious eye damage and ii) chemicals not requiring classification for eye irritation or serious eye damage
    • OECD section 4, 27 pp. OECD publishing. doi: 10.1787/9789264203846-en
    • OECD (2013a) Test no. 437: Bovine Corneal Opacity and Permeability test method for identifying i) chemicals inducing serious eye damage and ii) chemicals not requiring classification for eye irritation or serious eye damage. OECD guideline for the testing of chemicals, section 4, 27 pp. OECD publishing. doi: 10.1787/9789264203846-en
    • (2013) OECD Guideline for the Testing of Chemicals
  • 40
    • 84911028343 scopus 로고    scopus 로고
    • Test no. 438: Isolated Chicken Eye test method for identifying i) chemicals inducing serious eye damage and ii) chemicals not requiring classification for eye irritation or serious eye damage
    • OECD section 4 OECD publishing. doi: 10.1787/9789264203860-en
    • OECD (2013b) Test no. 438: Isolated Chicken Eye test method for identifying i) chemicals inducing serious eye damage and ii) chemicals not requiring classification for eye irritation or serious eye damage. OECD guideline for the testing of chemicals, section 4, 20 pp. OECD publishing. doi: 10.1787/9789264203860-en
    • (2013) OECD Guideline for the Testing of Chemicals
  • 43
    • 72049102366 scopus 로고    scopus 로고
    • Novel cultured porcine corneal irritancy assay with reversibility endpoint
    • 1:CAS:528:DC%2BD1MXhsFyktLzF 19735723 10.1016/j.tiv.2009.08.033
    • Piehl M, Gilotti A, Donovan A, DeGeorge G, Cerven D (2010) Novel cultured porcine corneal irritancy assay with reversibility endpoint. Toxicol In Vitro 24:231-239
    • (2010) Toxicol in Vitro , vol.24 , pp. 231-239
    • Piehl, M.1    Gilotti, A.2    Donovan, A.3    Degeorge, G.4    Cerven, D.5
  • 44
    • 82655162210 scopus 로고    scopus 로고
    • Porcine Corneal Ocular Reversibility Assay (PorCORA) predicts ocular damage and recovery for global regulatory agency hazard categories
    • 1:CAS:528:DC%2BC3MXhsVKmt7zM 21708243 10.1016/j.tiv.2011.06.008
    • Piehl M, Carathers M, Soda R, Cerven D, DeGeorge G (2011) Porcine Corneal Ocular Reversibility Assay (PorCORA) predicts ocular damage and recovery for global regulatory agency hazard categories. Toxicol In Vitro 25:1912-1918
    • (2011) Toxicol in Vitro , vol.25 , pp. 1912-1918
    • Piehl, M.1    Carathers, M.2    Soda, R.3    Cerven, D.4    Degeorge, G.5
  • 45
    • 70350348158 scopus 로고
    • On the comparison of sampling with and without replacement
    • 10.2307/1401762
    • Rao JNK (1966) On the comparison of sampling with and without replacement. Rev Int Stat Inst 34:125-138
    • (1966) Rev Int Stat Inst , vol.34 , pp. 125-138
    • Rao, J.N.K.1
  • 46
    • 0033919116 scopus 로고    scopus 로고
    • Eye irritation responses in rabbit and man after single applications of equal volumes of undiluted model liquid detergent products
    • 1:CAS:528:DC%2BD3cXltVOgs7o%3D 10908820 10.1016/S0278-6915(00)00057-0
    • Roggeband R, York M, Pericoi M, Braun W (2000) Eye irritation responses in rabbit and man after single applications of equal volumes of undiluted model liquid detergent products. Food Chem Toxicol 38:727-734
    • (2000) Food Chem Toxicol , vol.38 , pp. 727-734
    • Roggeband, R.1    York, M.2    Pericoi, M.3    Braun, W.4
  • 52
    • 35948977748 scopus 로고    scopus 로고
    • Dynamic analysis of chemical eye burns using high-resolution optical coherence tomography
    • 17867792 10.1117/1.2768018
    • Spöler F, Först M, Kurz H, Frentz M, Schrage NF (2007) Dynamic analysis of chemical eye burns using high-resolution optical coherence tomography. J Biomed Opt 12:041203
    • (2007) J Biomed Opt , vol.12 , pp. 041203
    • Spöler, F.1    Först, M.2    Kurz, H.3    Frentz, M.4    Schrage, N.F.5
  • 53
    • 40049097813 scopus 로고    scopus 로고
    • Development of the short time exposure (STE) test: An in vitro eye irritation test using SIRC cells
    • 1:CAS:528:DC%2BD1cXjtVemtL4%3D 18248950 10.1016/j.tiv.2007.11.018
    • Takahashi Y, Koike M, Honda H, Ito Y, Sakaguchi H, Suzuki H, Nishiyama N (2008) Development of the short time exposure (STE) test: an in vitro eye irritation test using SIRC cells. Toxicol In Vitro 22:760-770
    • (2008) Toxicol in Vitro , vol.22 , pp. 760-770
    • Takahashi, Y.1    Koike, M.2    Honda, H.3    Ito, Y.4    Sakaguchi, H.5    Suzuki, H.6    Nishiyama, N.7
  • 54
    • 73849118979 scopus 로고    scopus 로고
    • Interlaboratory study of short time exposure (STE) test for predicting eye irritation potential of chemicals and correspondence to globally harmonized system (GHS) classification
    • 1:CAS:528:DC%2BC3cXhtVWgsb8%3D 19952497 10.2131/jts.34.611
    • Takahashi Y, Hayashi T, Watanabe S, Hayashi K, Koike M, Aisawa N, Ebata S, Sakaguchi H, Nakamura T, Kuwahara H, Nishiyama N (2009) Interlaboratory study of short time exposure (STE) test for predicting eye irritation potential of chemicals and correspondence to globally harmonized system (GHS) classification. J Toxicol Sci 34:611-626
    • (2009) J Toxicol Sci , vol.34 , pp. 611-626
    • Takahashi, Y.1    Hayashi, T.2    Watanabe, S.3    Hayashi, K.4    Koike, M.5    Aisawa, N.6    Ebata, S.7    Sakaguchi, H.8    Nakamura, T.9    Kuwahara, H.10    Nishiyama, N.11
  • 55
    • 84894581234 scopus 로고    scopus 로고
    • UN ST/SG/AC.10/30/Rev.5, part 3 health hazards - chapter 3.3 Serious eye damage/eye irritation. New York, USA, and Geneva, Switzerland: United Nations Accessed on 6/12/2013
    • UN (2013) United Nations Globally Harmonized System of Classification and Labelling of Chemicals (GHS). ST/SG/AC.10/30/Rev.5, part 3 health hazards - chapter 3.3 Serious eye damage/eye irritation. New York, USA, and Geneva, Switzerland: United Nations. pp 135-147. Available from: http://www.unece.org/ fileadmin/DAM/trans/danger/publi/ghs/ghs-rev05/English/ST-SG-AC10-30-Rev5e.pdf. Accessed on 6/12/2013
    • (2013) United Nations Globally Harmonized System of Classification and Labelling of Chemicals (GHS) , pp. 135-147
  • 57
    • 0015079408 scopus 로고
    • Study of intra- and interlaboratory variability in the results of rabbit eye and skin irritation test
    • 1:CAS:528:DyaE3MXksVKqtro%3D 5570968 10.1016/0041-008X(71)90112-8
    • Weil CS, Scala RA (1971) Study of intra- and interlaboratory variability in the results of rabbit eye and skin irritation test. Toxicol Appl Pharmacol 19:276-360
    • (1971) Toxicol Appl Pharmacol , vol.19 , pp. 276-360
    • Weil, C.S.1    Scala, R.A.2


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