Methods for identifying, diagnosing, and predicting survival of lymphomas
View Patent ↗The invention provides methods for identifying, diagnosing, and predicting survival in a lymphoma or lymphoproliferative disorder on the basis of gene expression patterns. The invention provides a microarray for obtaining gene expression data from a lymphoma sample. The invention also provides a variety of methods for utilizing lymphoma gene expression data to determine the identity of a particular lymphoma and to predict survival in a subject diagnosed with a particular lymphoma, which is useful in developing an appropriate therapeutic approach.
1. A method of treating a subject suffering from diffuse large B cell lymphoma (DLBCL), the method comprising:
(1) determining a first survival predictor score for the subject comprising the steps of a) through f:
a) isolating gene expression product from a biopsy sample from the subject;
b) obtaining gene expression data from the isolated gene expression product by detecting expression levels for genes in an ABC DLBCL high gene expression signature, a lymph node gene expression signature, and an MHC class II gene expression signature;
c) obtaining an average gene expression level for the genes in the ABC DLBCL high gene expression signature to thereby obtain an ABC DLBCL high gene expression signature value;
d) obtaining an average gene expression level for the genes in the lymph node gene expression signature to thereby obtain a lymph node gene expression signature value;
e) obtaining an average gene expression level for the genes in the MHC class II gene expression signature to thereby obtain an MHC class II gene expression signature value; and
f) calculating a survival predictor score using an equation: [0.586*(ABC DLBCL high gene expression signature value)] - [0.468*(lymph node gene expression signature value)] - [0.336*(MHC class II gene expression signature)];
wherein a higher survival predictor score is associated with worse survival;
(2) determining a second survival predictor score for the subject comprising the steps of a) through f) of (1);
(3) comparing the first and second survival predictor scores of (1) and (2);
(4) determining the subject has a poor prognosis by determining the second survival predictor score is higher than the first survival predictor score; and
(5) treating the subject.
2. The method of claim 1 wherein the step of obtaining gene expression data comprises use of a microarray.
3. The method of claim 1 wherein the ABC DLBCL gene expression signature comprises at least one gene selected from the group consisting of (listed by UNIQID): 1134271, 1121564, 1119889, 1133300, 1106030, 1139301, 1122131, 1114824, 1100161, and 1120129.
4. The method of claim 1 wherein the lymph node gene expression signature comprises at least one gene selected from the group consisting of (listed by UNIQID): 1097126, 1120880, 1098898, 1123376, 1128945, 1130994, 1124429, 1099358, 1130509, 1095985, 1123038, 1133700, 1122101, and 1124296.
5. The method of claim 1 wherein the MHC class II gene expression signature comprises at least one gene selected from the group consisting of (listed by UNIQID): 1123127, 1136777, 1137771, 1134281, 1136573, and 1132710.