| 61. |
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| 62. |
- Höglund, Mattias, et al.
(författare)
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Coping with complexity. multivariate analysis of tumor karyotypes.
- 2002
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Ingår i: Cancer Genetics and Cytogenetics. - 0165-4608. ; 135:2, s. 103-109
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Tidskriftsartikel (refereegranskat)abstract
- Human cancers are characterized by chromosomal aberrations, and an increasing number of specific balanced rearrangements have been found among malignant hematologic disorders. Most solid tumors, however, exhibit a much more complex cytogenetic pattern. Although these chromosome changes show a nonrandom distribution, tumor-specific aberrations are uncommon, and the solid tumors often contain a large number of abnormalities and also display extensive cytogenetic variability. The high level of karyotypic complexity has made a systematic characterization of the chromosomal patterns difficult. In order to better understand the biological relevance of highly abnormal karyotypes in tumor cell populations, novel statistical strategies are needed. We have developed and adapted several methods that may be useful for the evaluation of general patterns of karyotypic complexity, including distribution analysis of cytogenetic imbalances, temporal analysis for time of occurrence of aberrations, and principal component analysis for reconstructing karyotypic pathways. By applying these methods on the chromosomal changes presently known, distinct subgroups have been identified among breast, kidney, bladder, colon, and brain tumors.
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| 63. |
- Höglund, Mattias, et al.
(författare)
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Dissecting karyotypic patterns in colorectal tumors: two distinct but overlapping pathways in the adenoma-carcinoma transition.
- 2002
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Ingår i: Cancer Research. - 1538-7445. ; 62:20, s. 5939-5954
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Tidskriftsartikel (refereegranskat)abstract
- More than 500 colorectal tumors with clonal chromosomal abnormalities have been reported. Although the pattern of aberrations is nonrandom, no specific primary or secondary karyotypic abnormality has been identified. Also, the chronological order in which the aberrations appear during disease progression is not well known. One reason why our understanding of the cytogenetic evolution is unclear is the high degree of karyotypic complexity seen in these tumors. To overcome some of these difficulties we have previously used several statistical methods that allow identification and interpretation of karyotypic pathways as well as establishment of a temporal order of appearance of the imbalances. These methods were applied on 531 colorectal tumor karyotypes. By using a resampling strategy, 1p-, +7, 7q-, and +12p were identified as early events. Two major and two minor cytogenetic pathways were identified by means of principal component analysis. The two major pathways were initiated with 1p- and +7, and the minor pathways were initiated with +12p and 7q-. The +7/+12p tumors were found to be hyperdiploid, whereas those with 1p-/7q- were pseudodiploid. We also show that the adenoma-carcinoma transition in the 1p- pathway is strongly linked to karyoytypic evolution, whereas the +7 pathway is not, and that the cytogenetic pathways are separated at both early and late stages.
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| 64. |
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| 65. |
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| 66. |
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| 67. |
- Höglund, Mattias, et al.
(författare)
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Multivariate analyses of genomic imbalances in solid tumors reveal distinct and converging pathways of karyotypic evolution
- 2001
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Ingår i: Genes, Chromosomes and Cancer. - : Wiley. - 1045-2257. ; 31:2, s. 156-171
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Tidskriftsartikel (refereegranskat)abstract
- A total of 3,016 malignant solid tumors (kidney, colorectal, breast, head and neck, ovarian, and lung carcinomas, neuroglial tumors, malignant melanoma, and testicular germ cell tumors) were selected for statistical analyses regarding karyotypic evolution. Genomic imbalances, i.e., net gains and losses, present in more than 5% of each tumor type were identified. Individual tumors were then classified with respect to absence or presence of these imbalances. To analyze for possible patterns of correlated imbalances, principal component analyses (PCA) were performed. Furthermore, algorithms were developed to analyze the temporal order of the imbalances, as well as the possible selection for early or late appearance in the karyotypic evolution. By analyzing the temporal order of imbalances common to many tumor types, a general order for nine of these emerged, namely, +7, -3p, -6q, -1p, -8p, -17p, -9p, -18, and -22. The distributions of the number of imbalances per case revealed a geometrical distribution, ranging from one to nine imbalances per tumor, in the majority of the tumor types. In tumor types in which cases with a high number of imbalances per case were frequent, notably head and neck, ovarian, and lung carcinomas, the overall distributions were bimodal, indicating the presence of two modes of chromosome evolution. By combining data from the PCA with the temporal analyses, it was possible to identify karyotypic pathways. It was found that the majority of the tumor types displayed more than one cytogenetic route, but, as the karyotypic evolution continued, these converged to a common pathway.
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| 68. |
- Höglund, Mattias, et al.
(författare)
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Multivariate analysis of chromosomal imbalances in breast cancer delineates cytogenetic pathways and reveals complex relationships among imbalances.
- 2002
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Ingår i: Cancer Research. - 1538-7445. ; 62:9, s. 2675-2680
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Tidskriftsartikel (refereegranskat)abstract
- More than 550 breast adenocarcinomas with clonal chromosomal abnormalities have been reported. Although the aberration pattern is clearly nonrandom, no specific primary or secondary karyotypic abnormality has been identified, and furthermore the chronological order in which the aberrations appear during disease progression is not well known. The high degree of karyotypic complexity in epithelial tumors such as breast cancer is one reason why our understanding of the sequential order of cytogenetic evolution is unclear. To overcome some of these difficulties, we have used several statistical methods that allow identification and interpretation of karyotypic pathways. These methods were applied on 538 breast cancer karyotypes. The distribution of the number of imbalances/tumor showed a monomodal appearance, indicating that one single mode of karyotypic evolution is operating in this tumor type. We show that there exists a temporal order with respect to the appearance of chromosomal imbalances. The imbalances +1pq, 1q-, 3p-, and +7 appear earlier than expected from random events, and two cytogenetic pathways, one initiated by +1q and followed by 11q- and -22, the other initiated by either 3p- or 1q- and followed by 1p-, 3q-, and 6q-, can be discerned. We also show that +7 and +8q behave independently of the other imbalances and cannot, by simple means, be incorporated in the identified pathway scheme. Although the cytogenetic pathways are well separated at earlier stages, they later converge and include a common set of late imbalances.
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| 69. |
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| 70. |
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