Statistical aspects of design and validation of microtitre-plate-based linear and non-linear parallel in vitro bioassays

Publikation: Beitrag in FachzeitschriftArtikelForschungPeer-Review

Autoren

  • Hanne Zimmermann
  • Daniel Gerhard
  • Theo Dingermann
  • Ludwig A. Hothorn

Organisationseinheiten

Externe Organisationen

  • Roche Diagnostics GmbH
  • Goethe-Universität Frankfurt am Main
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Details

OriginalspracheEnglisch
Seiten (von - bis)62-74
Seitenumfang13
FachzeitschriftBiotechnology journal
Jahrgang5
Ausgabenummer1
PublikationsstatusVeröffentlicht - 12 Jan. 2010

Abstract

Assay validation was performed using four consecutive experiments with the related statistical evaluation. A cell-based assay on microtitre plates measured repeatedly within 1 day and on consecutive days was chosen as the model. The following problems were addressed: (i) choosing an appropriate design on a plate to avoid heterogeneities, (ii) quantification of all sources of variability and (iii) selecting between linear and non-linear parallel line assays. A mixed model was used with the random factors: rows, columns and plates and fixed effect factors with either linear or non-linear parallel line models.

ASJC Scopus Sachgebiete

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Statistical aspects of design and validation of microtitre-plate-based linear and non-linear parallel in vitro bioassays. / Zimmermann, Hanne; Gerhard, Daniel; Dingermann, Theo et al.
in: Biotechnology journal, Jahrgang 5, Nr. 1, 12.01.2010, S. 62-74.

Publikation: Beitrag in FachzeitschriftArtikelForschungPeer-Review

Zimmermann H, Gerhard D, Dingermann T, Hothorn LA. Statistical aspects of design and validation of microtitre-plate-based linear and non-linear parallel in vitro bioassays. Biotechnology journal. 2010 Jan 12;5(1):62-74. doi: 10.1002/biot.200900146
Zimmermann, Hanne ; Gerhard, Daniel ; Dingermann, Theo et al. / Statistical aspects of design and validation of microtitre-plate-based linear and non-linear parallel in vitro bioassays. in: Biotechnology journal. 2010 ; Jahrgang 5, Nr. 1. S. 62-74.
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