An Automated Image Analysis Method to Quantify Veterinary Bone Marrow Cellularity on H&E Sections
被引:11
|
作者:
Kozlowski, Cleopatra
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机构:
Genentech Inc, Safety Assessment Pathol, 1 DNA Way, San Francisco, CA 94080 USAGenentech Inc, Safety Assessment Pathol, 1 DNA Way, San Francisco, CA 94080 USA
Kozlowski, Cleopatra
[1
]
Brumm, Jochen
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机构:
Genentech Inc, Biostat, San Francisco, CA 94080 USAGenentech Inc, Safety Assessment Pathol, 1 DNA Way, San Francisco, CA 94080 USA
Brumm, Jochen
[2
]
Cain, Gary
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机构:
Genentech Inc, Safety Assessment Pathol, 1 DNA Way, San Francisco, CA 94080 USAGenentech Inc, Safety Assessment Pathol, 1 DNA Way, San Francisco, CA 94080 USA
Cain, Gary
[1
]
机构:
[1] Genentech Inc, Safety Assessment Pathol, 1 DNA Way, San Francisco, CA 94080 USA
[2] Genentech Inc, Biostat, San Francisco, CA 94080 USA
bone marrow;
hematology;
image analysis;
histopathology;
PATHOLOGY;
D O I:
10.1177/0192623318766457
中图分类号:
R36 [病理学];
学科分类号:
100104 ;
摘要:
Bone marrow toxicity is a common finding when assessing safety of drug candidate molecules. Standard hematoxylin and eosin (H&E) marrow tissue sections are typically manually evaluated to provide a semiquantitative assessment of overall cellularity. Here, we developed an automated image analysis method that allows quantitative assessment of changes in bone marrow cell population in sternal bone. In order to test whether the method was repeatable and sensitive, we compared the automated method with manual subjective histopathology scoring of total cellularity in rat sternal bone marrow samples across 17 independently run studies. The automated method was consistent with manual scoring methodology for detecting altered bone marrow cellularity and, in multiple cases, identified changes at lower doses. The image analysis method allows rapid and more quantitative assessment of bone marrow toxicity compared to manual examination of H&E slides, making it an excellent tool to aid detection of bone marrow cell depletion in preclinical toxicologic studies.
机构:
Univ Southern Calif, Dept Pathol, Los Angeles Cty USC Med Ctr, Keck Sch Med, Los Angeles, CA 90089 USAUniv Southern Calif, Dept Pathol, Los Angeles Cty USC Med Ctr, Keck Sch Med, Los Angeles, CA 90089 USA
Hagiya, A. S.
Etman, A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Utah, Sch Med, Dept Pathol, ARUP Inst Res & Dev, Salt Lake City, UT USAUniv Southern Calif, Dept Pathol, Los Angeles Cty USC Med Ctr, Keck Sch Med, Los Angeles, CA 90089 USA
Etman, A.
Siddiqi, I. N.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Southern Calif, Dept Pathol, Los Angeles Cty USC Med Ctr, Keck Sch Med, Los Angeles, CA 90089 USAUniv Southern Calif, Dept Pathol, Los Angeles Cty USC Med Ctr, Keck Sch Med, Los Angeles, CA 90089 USA
Siddiqi, I. N.
Cen, S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Southern Calif, Dept Radiol, Los Angeles Cty USC Med Ctr, Keck Sch Med, Los Angeles, CA USAUniv Southern Calif, Dept Pathol, Los Angeles Cty USC Med Ctr, Keck Sch Med, Los Angeles, CA 90089 USA
Cen, S.
Matcuk, G. R., Jr.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Southern Calif, Dept Radiol, Los Angeles Cty USC Med Ctr, Keck Sch Med, Los Angeles, CA USAUniv Southern Calif, Dept Pathol, Los Angeles Cty USC Med Ctr, Keck Sch Med, Los Angeles, CA 90089 USA
Matcuk, G. R., Jr.
Brynes, R. K.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Southern Calif, Dept Pathol, Los Angeles Cty USC Med Ctr, Keck Sch Med, Los Angeles, CA 90089 USAUniv Southern Calif, Dept Pathol, Los Angeles Cty USC Med Ctr, Keck Sch Med, Los Angeles, CA 90089 USA
Brynes, R. K.
Salama, M. E.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Utah, Sch Med, Dept Pathol, ARUP Inst Res & Dev, Salt Lake City, UT USAUniv Southern Calif, Dept Pathol, Los Angeles Cty USC Med Ctr, Keck Sch Med, Los Angeles, CA 90089 USA
机构:
Univ Arizona, Ctr Canc, Canc Biol Grad Interdisciplinary Program, Tucson, AZ 85724 USA
Ventana Roche Tissue Diagnost, Tucson, AZ 85755 USAUniv Arizona, Ctr Canc, Canc Biol Grad Interdisciplinary Program, Tucson, AZ 85724 USA
Hinton, James P.
Dvorak, Katerina
论文数: 0引用数: 0
h-index: 0
机构:
Ventana Roche Tissue Diagnost, Tucson, AZ 85755 USAUniv Arizona, Ctr Canc, Canc Biol Grad Interdisciplinary Program, Tucson, AZ 85724 USA
Dvorak, Katerina
Roberts, Esteban
论文数: 0引用数: 0
h-index: 0
机构:
Ventana Roche Tissue Diagnost, Tucson, AZ 85755 USAUniv Arizona, Ctr Canc, Canc Biol Grad Interdisciplinary Program, Tucson, AZ 85724 USA
Roberts, Esteban
French, Wendy J.
论文数: 0引用数: 0
h-index: 0
机构:
Ventana Roche Tissue Diagnost, Tucson, AZ 85755 USAUniv Arizona, Ctr Canc, Canc Biol Grad Interdisciplinary Program, Tucson, AZ 85724 USA
French, Wendy J.
Grubbs, Jon C.
论文数: 0引用数: 0
h-index: 0
机构:
Ventana Roche Tissue Diagnost, Tucson, AZ 85755 USAUniv Arizona, Ctr Canc, Canc Biol Grad Interdisciplinary Program, Tucson, AZ 85724 USA
Grubbs, Jon C.
Cress, Anne E.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Arizona, Ctr Canc, Canc Biol Grad Interdisciplinary Program, Tucson, AZ 85724 USA
Ventana Roche Tissue Diagnost, Tucson, AZ 85755 USA
Univ Arizona, Dept Cellular & Mol Med, Tucson, AZ 85724 USAUniv Arizona, Ctr Canc, Canc Biol Grad Interdisciplinary Program, Tucson, AZ 85724 USA
Cress, Anne E.
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h-index:
机构:
Tiwari, Hina A.
Nagle, Raymond B.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Arizona, Dept Pathol, Coll Med, Tucson, AZ 85724 USAUniv Arizona, Ctr Canc, Canc Biol Grad Interdisciplinary Program, Tucson, AZ 85724 USA