Apparatus, method, and computer program product for determining gene function and functional groups using chromosomal distribution patterns
View Patent ↗A method, apparatus, and computer program product for analyzing gene expressions is presented. An operation is performed for determining a gene expression pattern for a condition, wherein the gene expression pattern comprises a gene expression. Next, a spatial-expression pattern is formed by selecting a chromosomal region having an exon; and associating the gene expression within the gene expression pattern with its corresponding exon. A further operation may be performed, where in the forming of the spatial-expression pattern, a spatial-expression pattern signal is created as a representation of the spatial-expression pattern. The magnitude of the spatial-expression pattern signal at any point is determined by an expression level of the corresponding exon. Spatial patterns may be identified in the signal by means of various signal processing techniques such as Fourier or Wavelet transforms. Also, multiple regions and/or conditions may be tested and their reaction patterns compared to determine related genetic regions.
1. A computer implemented method of analyzing gene expressions, comprising an act of causing a computer having a processor to perform acts of:
determining, with the processor, a first gene expression pattern for a first condition, wherein the first gene expression pattern comprises a gene expression;
forming a first spatial-expression pattern by:
selecting a chromosomal region having an exon;
determining a start and a stop position for each exon; and
associating the gene expression within the first gene expression pattern with its corresponding exon;
wherein the act of forming the first spatial-expression pattern further comprises an act of creating a first spatial-expression pattern signal wherein the first spatial-expression pattern signal is a representation of the first spatial-expression pattern where a magnitude of the first spatial-expression pattern signal at any point is determined by an expression level of the corresponding exon;
identifying first regular spatial patterns in the first spatial-expression pattern signal; and
wherein
the act of identifying first regular spatial patterns in the first spatial-expression pattern signal is performed through the use of Wavelet transform signal processing; and
providing an output to a user.
2. The method of claim 1 , further comprising an act of:
identifying a group of genes contributing to local maximum points of the generated Wavelet transformed signal at different scales and positions.
3. An apparatus for analyzing gene expressions, the apparatus comprising a computer system including a processor, a memory coupled with the processor, an input coupled with the processor for receiving input data, and an output coupled with the processor for outputting data, wherein the computer system further comprises means, residing in its processor and memory, for:
determining a first gene expression pattern for a first condition, wherein the first gene expression pattern comprises a gene expression;
forming a first spatial-expression pattern by:
selecting a chromosomal region having an exon;
determining a start and a stop position for each exon; and
associating the gene expression within the first gene expression pattern with its corresponding exon;
wherein the means for forming the first spatial-expression pattern further comprises means for creating a first spatial-expression pattern signal wherein the first spatial-expression pattern signal is a representation of the first spatial-expression pattern where a magnitude of the first spatial-expression pattern signal at any point is determined by an expression level of the corresponding exon;
identifying first regular spatial patterns in the first spatial-expression pattern signal;
wherein
the means for identifying first regular spatial patterns in the first spatial-expression pattern signal is performed through the use of Wavelet transform signal processing; and
providing an output to a user.
4. An apparatus as set forth in claim 3 , further comprising an means for:
identifying a group of genes contributing to local maximum points of the generated Wavelet transformed signal at different scales and positions.
5. A computer program product for analyzing gene expressions, the computer program product comprising means, encoded in a computer-readable medium for:
determining a first gene expression pattern for a first condition, wherein the first gene expression pattern comprises a gene expression;
forming a first spatial-expression pattern by:
selecting a chromosomal region having an exon;
determining a start and a stop position for each exon; and
associating the gene expression within the first gene expression pattern with its corresponding exon;
wherein the means for forming the first spatial-expression pattern further comprises means for creating a first spatial-expression pattern signal wherein the first spatial-expression pattern signal is a representation of the first spatial-expression pattern where a magnitude of the first spatial-expression pattern signal at any point is determined by an expression level of the corresponding exon;
identifying first regular spatial patterns in the first spatial-expression pattern signal;
wherein
the means for identifying first regular spatial patterns in the first spatial-expression pattern signal is performed through the use of Wavelet transform signal processing; and
providing an output to a user.
6. A computer program product as set forth in claim 5 , further comprising an means for:
identifying a group of genes contributing to local maximum points of the generated Wavelet transformed signal at different scales and positions.