Means and methods for molecular classification of breast cancer
The invention relates to a method of typing a sample from a breast cancer patient. More specifically, the invention relates to a method for classification of breast cancer according to the presence or absence of Estrogen Receptor (ER), Progesterone Receptor (PR) and Human Epidermal growth factor Receptor 2 (ERBB2; HER2). More specifically, the invention provides methods and means to classify breast cancer as ER positive, triple negative (ER − , PR − and HER2 − ) and HER2+.
1. A method of assigning treatment to a patient suffering from breast cancer, comprising
(a) typing a sample from the patient according to a method comprising:
determining a level of RNA expression for NPY1R and SOX11, and, optionally, at least for one gene selected from the group of: ADM, BTD, HMGCL, ABAT, CCDC74B, CHAD, ACADSB, HK3, IL6ST, SOX11, BECN1, BTRC, CDC25B, LILRB3, NUDT6, GREB1, TBC1D9, COQ7, GOLSYN, OCIAD1, DBNDD2, PREX1, TCTN1, HDAC11, TMEM101, PARD6B, KIAA1737, TMC4, SUSD3, UBXD3, TAPT1, RUNDC1, PPAPDC2, and TPRG1; determining a level of RNA expression for ABCC11and PRR15, and, optionally, at least for one gene selected from the group of: CHAD, ACADSB, DHRS2, GREB1, MSN, TBC1D9, SPEF1, THSD4, PERLD1, MAGED2, RTN4RL1; and determining a level of RNA expression for ERBB2, and optionally, for PERLD1and SYCP3, in a sample from the breast cancer patient by microarray analysis with probes having SEQ ID NOs: 4, 10, 45, 46, and 51,
whereby the sample comprises RNA expression products from a breast cancer cell of the patient, said breast cancer cell being obtained from the patient during or after surgery and/or as a biopsy;
converting said RNA expression products into a labelled sample comprising either complementary DNA (cDNA) or cRNA using a reverse-transcriptase enzyme and labelled nucleotides,
hybridizing the labelled sample against the probe molecules that are spotted on the array,
washing the arrays to remove labelled sample that did not hybridize,
analyzing the amounts of labelled sample that remains on the array to determine a level of RNA expression of the at least six genes,
comparing said determined level of RNA expression of the at least six genes to the level of expression of the genes in a reference sample comprising RNA expression products from breast cells; and
typing said sample based on the comparison of the determined levels of RNA expression, whereby downregulation of SOX11and upregulation of NPY1R in the sample of the patient, when compared to the reference sample, is indicative of ER+, downregulation of ABCC11 and PRR15 in the sample of the patient, when compared to the reference sample, is indicative of triple negative, and upregulation of ERBB2 in the sample of the patient, when compared to the reference sample, is indicative of HER2;
(b) classifying said sample as a ER+, triple negative, or HER2+;
(c) assigning treatment comprising a platinum agent and/or a taxane to an individual of which the sample is classified as triple negative, and
assigning trastuzumab, lapatinib, an aromatase inhibitor and/or tamoxifen to an individual of which the sample is classified as HER2+.
2. A method of assigning treatment to a patient suffering from breast cancer, comprising
(a) typing a sample from the patient according to a method comprising determining a level of RNA expression NPY1R and SOX11, and, optionally, at least for one gene selected from the group of: ADM, BTD, HMGCL, ABAT, CCDC74B, CHAD, ACADSB, HK3, IL6ST, SOX11, BECN1, BTRC, CDC25B, LILRB3, NUDT6, GREB1, TBC1D9, COQ7, GOLSYN, OCIAD1, DBNDD2, PREX1, TCTN1, HDAC11, TMEM101, PARD6B, KIAA1737, TMC4, SUSD3, UBXD 3, TAPT1, RUNDC1, PPAPDC2, and TPRG1; determining a level of RNA expression for ABCC11 and PRR15, and, optionally, at least for one gene selected from the group of: CHAD, ACADSB, DHRS2, GREB1, MSN, TBC1D9, SPEF1, THSD4, PERLD1, MAGED2, RTN4RL1; and determining a level of RNA expression for ERBB2, and, optionally, for PERLD1and SYCP3, in a sample from the breast cancer patient, by microarray analysis with probes having SEQ ID NOs: 4, 10, 45, 46, and 51,
whereby the sample comprises RNA expression products from a breast cancer cell of the patient, said breast cancer cell being obtained from the patient during or after surgery and/or as a biopsy;
converting said RNA expression products into a labelled sample comprising either complementary DNA (cDNA) or cRNA using a reverse-transcriptase enzyme and labelled nucleotides,
hybridizing the labelled sample against the probe molecules that are spotted on the array,
washing the arrays to remove labelled sample that did not hybridize,
analyzing the amounts of labelled sample that remains on the array to determine a level of RNA expression of the at least six genes,
comparing said determined level of RNA expression of the at least six genes to the level of expression of the genes in a reference sample comprising RNA expression products from breast cells; and
typing said sample based on the comparison of the determined levels of RNA expression, whereby downregulation of SOX11 and upregulation of NPY1R in the sample of the patient, when compared to the reference sample, is indicative of ER+, downregulation of ABCC11 and PRR15 in the sample of the patient, when compared to the reference sample, is indicative of triple negative, and upregulation of ERBB2 in the sample of the patient, when compared to the reference sample, is indicative of HER2;
(b) classifying said sample as a ER+, triple negative, or HER2+;
(c) assigning hormone therapy comprising an aromatase inhibitor, tamoxifen and/or a luteinising hormone releasing hormone (LHRH) blocker if the sample is classified as a ER+.
3. The method according to claim 1 , whereby at least one further gene is selected from ADM, CDC25B and LILRB3, which are downregulated in a ER+breast cancer, compared to the level of expression in the reference sample.
4. The method according to claim 1 , whereby at least one further gene is selected from MSN, THSD4, DHRS2, TBC1D9, GREB1, PERLD1, MAGED2, ACADSB, SPEF1, CHAD, and RTN4RL1, which are downregulated in a triple-negative breast cancer, compared to the level of expression in the reference sample.
5. The method according to claim 1 , whereby a level of RNA expression of at least three further genes from ADM, BTD, HMGCL, ABAT, NPY1R, CHAD, ACADSB, HK3, IL6ST, SOX11, BECN1, BTRC, CDC25B, LILRB3, NUDT6, GREB1, TBC1D9, COQ7, GOLSYN, OCIAD1, DBNDD2, PREX1, TCTN1, HDAC11, TMEM101, PARD6B, KIAA1737, TMC4, SUSD3, UBXD3, TAPT1, RUNDC1, PPAPDC2, CCDC 7 4B, and TPRG1 is determined.
6. The method according to claim 1 , further comprising determining a metastasizing potential of the sample from the patient.
7. The method according to claim 6 , whereby the metastasizing potential is determined by a 70 gene profile.
8. The method according to claim 2 , whereby at least one further gene is selected from ADM, CDC25B and LILRB3, which are downregulated in a ER+ breast cancer, compared to the level of expression in the reference sample.
9. The method according to claim 2 , whereby at least one further gene is selected from MSN, THSD4, DHRS2, TBC1D9, GREB1, PERLD1, MAGED2, ACADSB, SPEF1, CHAD, and RTN4RL1, which are downregulated in a triple-negative breast cancer, compared to the level of expression in the reference sample.
10. The method according to claim 2 , whereby a level of RNA expression of at least five genes from SEQ ID NOs 1-35 is determined.
11. The method according to claim 2 , further comprising determining a metastasizing potential of the sample from the patient.
12. The method according to claim 11 , whereby the metastasizing potential is determined by a 70 gene profile.
13. The method according to claim 1 , whereby at least one further gene is selected from TMEM101, BTRC, ABAT, UBXD3, DBNDD2, TMC4, ACADSB, GOLSYN, PREX1, PARD6B, TBC1D9, GREB1, CHAD, SUSD3, TPRG1, CCDC74B, OCIAD1, NUDT6, BECN1, COQ7, HMGCL, HDAC11, HK3, PPAPDC2, TAPT1, TCTN1, KIAA1737, RUNDC1, IL6ST, and BTD, which are upregulated in a ER+breast cancer, compared to the level of expression in the reference sample.
14. The method according to claim 2 , whereby at least one further gene is selected from TMEM101, BTRC, ABAT, UBXD3, DBNDD2, TMC4, ACADSB, GOLSYN, PREX1, PARD6B, TBC1D9, GREB1, CHAD, SUSD3, TPRG1, CCDC74B, OCIAD1, NUDT6, BECN1, COQ7, HMGCL, HDAC11, HK3, PPAPDC2, TAPT1, TCTN1, KIAA1737, RUNDC1, IL6ST, and BTD, which are upregulated in a ER+breast cancer, compared to the level of expression in the reference sample.