| Literature DB >> 28107479 |
Vassiliki Mpakou1, Evangelia Papadavid2,3, Frieda Kontsioti1, Eugene Konsta1, Miriam Vikentiou1, Aris Spathis4, Sotiris Papageorgiou1, Diamantina Vasilatou1, Konstantinos Gkontopoulos1, Efthimia Mpazani1, Petros Karakitsos4, Dimitrios Rigopoulos2, George Dimitriadis1, Vasiliki Pappa1.
Abstract
Mycosis fungoides (MF) and its leukemic variant Sézary syndrome (SS) comprise the majority of CTCL, a heterogenous group of non-Hodgkins lymphomas involving the skin. The CTCL's resistance to chemotherapy and the lack of full understanding of their pathogenesis request further investigation. With the view of a more targeted therapy, we evaluated in vitro the effectiveness of bortezomib and methotrexate, as well as their combination in CTCL cell lines, regarding apoptosis induction. Our data are of clinical value and indicate that the bortezomib/methotrexate combinational therapy has an inferior impact on the apoptosis of CTCL compared to monotherapy, with bortezomib presenting as the most efficient treatment option for SS and methotrexate for MF. Using PCR arrays technology, we also investigated the alterations in the expression profile of genes related to DNA repair pathways in CTCL cell lines after treatment with bortezomib or methotrexate. We found that both agents, but mostly bortezomib, significantly deregulate a large number of genes in SS and MF cell lines, suggesting another pathway through which these agents could induce apoptosis in CTCL. Finally, we show that SS and MF respond differently to treatment, verifying their distinct nature and further emphasizing the need for discrete treatment approaches.Entities:
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Year: 2017 PMID: 28107479 PMCID: PMC5249051 DOI: 10.1371/journal.pone.0170186
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1Apoptosis of CTCL cell lines after exposure to bortezomib and/or methotrexate.
Percentage of Annexin-V positive untreated cells and cells treated with 10nmol/L bortezomib, 10μM methotrexate and their combination for 24h for (a) Hut-78 (b) SeAx and (c) MyLa cell lines. Graphs show the mean ± S.D. of three independent experiments. Representative dot plots of the Annexin-V and PI assay on Hut-78 (d), SeAx (e) and MyLa (f) cell lines are shown. Statistically significant differences (p<0.05) were determined by Bonferroni analysis.
Fold changes of transcription in bortezomib- and methotrexate-treated Hut-78 cell line compared to that of untreated Hut78 cell line.
| Gene Symbol | Name of gene | Fold up- or down-regulation (Bortezomib-treated vs control) | Fold up- or down-regulation (Methotrexate-treated vs control) |
|---|---|---|---|
| XRCC1 | X-ray repair complementing defective repair in Chinese hamster cells 1 | -3,387 | -1,1647 |
| CDK7 | Cyclin-dependent kinase 7 | -7,5685 | -4,4076 |
| DDB1 | Damage-specific DNA binding protein 1, 127kDa | 1,1728 | -1,1975 |
| DDB2 | Damage-specific DNA binding protein 2, 48kDa | -6,0629 | -1,5911 |
| ERCC1 | Excision repair cross-complementing rodent repair deficiency, complementation group 1 (includes overlapping antisense sequence) | 1,181 | -630,3459 |
| ERCC2 | Excision repair cross-complementing rodent repair deficiency, complementation group 2 | -1,0867 | 1,1647 |
| ERCC3 | Excision repair cross-complementing rodent repair deficiency, complementation group 3 (xeroderma pigmentosum group B complementing) | 1,4743 | 1,0943 |
| ERCC4 | Excision repair cross-complementing rodent repair deficiency, complementation group 4 | -1,014 | -1,3195 |
| ERCC5 | Excision repair cross-complementing rodent repair deficiency, complementation group 5 | -1,5692 | -1,8921 |
| ERCC6 | Excision repair cross-complementing rodent repair deficiency, complementation group 6 | 51,2685 | 33,3589 |
| ERCC8 | Excision repair cross-complementing rodent repair deficiency, complementation group 8 | 1,0644 | -1,5052 |
| LIG1 | Ligase I, DNA, ATP-dependent | -2,1287 | 1,6245 |
| RAD23A | RAD23 homolog A (S. cerevisiae) | -7,0128 | -2,0994 |
| RAD23B | RAD23 homolog B (S. cerevisiae) | -11,3924 | -1,2397 |
| MLH1 | MutL homolog 1, colon cancer, nonpolyposis type 2 (E. coli) | -8,8152 | 1,0718 |
| MLH3 | MutL homolog 3 (E. coli) | -4,9246 | -1,454 |
| MSH2 | MutS homolog 2, colon cancer, nonpolyposis type 1 (E. coli) | -9,2535 | -1,5801 |
| MSH3 | MutS homolog 3 (E. coli) | -1,6818 | -1,2658 |
| MSH5 | MutS homolog 5 (E. coli) | -5,2416 | -1,1096 |
| MSH6 | MutS homolog 6 (E. coli) | -19,4271 | 1,2924 |
| BRCA1 | Breast cancer 1, early onset | -36,7583 | 1,9053 |
| BRCA2 | Breast cancer 2, early onset | -23,1029 | 1,1567 |
| LIG4 | Ligase IV, DNA, ATP-dependent | -1,2658 | -1,9319 |
| RAD21 | RAD21 homolog (S. pombe) | -2,9282 | -1,7171 |
| RAD50 | RAD50 homolog (S. cerevisiae) | -5,2416 | -3,1383 |
| RAD51 | RAD51 homolog (S. cerevisiae) | -9,3827 | 1,1329 |
| RAD51C | RAD51 homolog C (S. cerevisiae) | -7,3615 | -1,2142 |
| RAD51B | RAD51 homolog B (S. cerevisiae) | -6,0629 | -1,0943 |
| RAD51D | RAD51 homolog D (S. cerevisiae) | -1,4044 | 1,7411 |
| XRCC2 | X-ray repair complementing defective repair in Chinese hamster cells 2 | -22,1618 | 1,4948 |
| XRCC3 | X-ray repair complementing defective repair in Chinese hamster cells 3 | 2,8679 | 1,9053 |
| XRCC4 | X-ray repair complementing defective repair in Chinese hamster cells 4 | -2,6759 | -3,0314 |
| XRCC5 | X-ray repair complementing defective repair in Chinese hamster cells 5 (double-strand-break rejoining) | -3,7581 | -1,1975 |
| XRCC6 | X-ray repair complementing defective repair in Chinese hamster cells 6 | -1,7901 | -2,1287 |
| ATM | Ataxia telangiectasia mutated | -2,7132 | -1,1567 |
| ATR | Ataxia telangiectasia and Rad3 related | -20,8215 | -1,0353 |
| TOP3A | Topoisomerase (DNA) III alpha | 1,1487 | 1,434 |
| TOP3B | Topoisomerase (DNA) III beta | 1,3755 | -1,1251 |
| PRKDC | Protein kinase, DNA-activated, catalytic polypeptide | -11,0809 | -3,0525 |
| MRE11A | MRE11 meiotic recombination 11 homolog A (S. cerevisiae) | -4,8568 | -1,007 |
| POLL | Polymerase (DNA directed), lambda | 3,3636 | 1,0943 |
| ACTB | Actin, beta | -1,7532 | -1,0718 |
| GAPDH | Glyceraldehyde-3-phosphate dehydrogenase | 1,7532 | 1,0718 |
Fold changes of transcription in bortezomib- and methotrexate-treated SeAx cell line compared to that of untreated SeAx cell line.
| Gene Symbol | Name of gene | Fold up- or down-regulation (Bortezomib-treated vs control) | Fold up- or down-regulation (Methotrexate-treated vs control) |
|---|---|---|---|
| XRCC1 | X-ray repair complementing defective repair in Chinese hamster cells 1 | -1,0353 | 2,5937 |
| CDK7 | Cyclin-dependent kinase 7 | 2,8879 | -2,1962 |
| DDB1 | Damage-specific DNA binding protein 1, 127kDa | 1,1408 | 1,6415 |
| DDB2 | Damage-specific DNA binding protein 2, 48kDa | -3,0525 | 2,4033 |
| ERCC1 | Excision repair cross-complementing rodent repair deficiency, complementation group 1 (includes overlapping antisense sequence) | -1,6472 | -1,5637 |
| ERCC2 | Excision repair cross-complementing rodent repair deficiency, complementation group 2 | 1,4142 | 1,3059 |
| ERCC3 | Excision repair cross-complementing rodent repair deficiency, complementation group 3 (xeroderma pigmentosum group B complementing) | 1,1251 | 1,5105 |
| ERCC4 | Excision repair cross-complementing rodent repair deficiency, complementation group 4 | 1,4241 | 1,5316 |
| ERCC5 | Excision repair cross-complementing rodent repair deficiency, complementation group 5 | 1,014 | 1,7351 |
| ERCC6 | Excision repair cross-complementing rodent repair deficiency, complementation group 6 | 3,6553 | 5,3703 |
| ERCC8 | Excision repair cross-complementing rodent repair deficiency, complementation group 8 | 1,3472 | -1,0981 |
| LIG1 | Ligase I, DNA, ATP-dependent | -7,9447 | 1,4389 |
| RAD23A | RAD23 homolog A (S. cerevisiae) | -8,0556 | -1,3899 |
| RAD23B | RAD23 homolog B (S. cerevisiae) | 1,1019 | 1,0681 |
| MLH1 | MutL homolog 1, colon cancer, nonpolyposis type 2 (E. coli) | -2,2658 | 1,3996 |
| MLH3 | MutL homolog 3 (E. coli) | -2,0562 | 1,1607 |
| MSH2 | MutS homolog 2, colon cancer, nonpolyposis type 1 (E. coli) | -3,0314 | 1,1688 |
| MSH3 | MutS homolog 3 (E. coli) | -1,4948 | 1,5856 |
| MSH5 | MutS homolog 5 (E. coli) | -3,0738 | 1,5 |
| MSH6 | MutS homolog 6 (E. coli) | -1,9185 | -1,0981 |
| BRCA1 | Breast cancer 1, early onset | -2,2815 | -1,3149 |
| BRCA2 | Breast cancer 2, early onset | -6,774 | 1,4093 |
| LIG4 | Ligase IV, DNA, ATP-dependent | -1,1728 | 1,429 |
| RAD21 | RAD21 homolog (S. pombe) | -1,9319 | -1,0317 |
| RAD50 | RAD50 homolog (S. cerevisiae) | -1,9588 | -1,2354 |
| RAD51 | RAD51 homolog (S. cerevisiae) | -4,5631 | 1,4489 |
| RAD51C | RAD51 homolog C (S. cerevisiae) | -4,1699 | 1,7715 |
| RAD51B | RAD51 homolog B (S. cerevisiae) | -1,6133 | 2,6117 |
| RAD51D | RAD51 homolog D (S. cerevisiae) | -1,3755 | 1,9521 |
| XRCC2 | X-ray repair complementing defective repair in Chinese hamster cells 2 | -7,21 | 1,8468 |
| XRCC3 | X-ray repair complementing defective repair in Chinese hamster cells 3 | -1,1173 | 2,42 |
| XRCC4 | X-ray repair complementing defective repair in Chinese hamster cells 4 | -1,1892 | 1,3059 |
| XRCC5 | X-ray repair complementing defective repair in Chinese hamster cells 5 (double-strand-break rejoining) | -1,7171 | -1,1688 |
| XRCC6 | X-ray repair complementing defective repair in Chinese hamster cells 6 | -1,3379 | 1,0681 |
| ATM | Ataxia telangiectasia mutated | 1,5157 | -1,7112 |
| ATR | Ataxia telangiectasia and Rad3 related | 1,1173 | -4,3924 |
| TOP3A | Topoisomerase (DNA) III alpha | -1,8661 | 1,3996 |
| TOP3B | Topoisomerase (DNA) III beta | 1,2834 | 1,4794 |
| PRKDC | Protein kinase, DNA-activated, catalytic polypeptide | -2,2346 | 2,151 |
| MRE11A | MRE11 meiotic recombination 11 homolog A (S. cerevisiae) | -2,7895 | 1,9386 |
| POLL | Polymerase (DNA directed), lambda | 1,7901 | 1,5529 |
| ACTB | Actin, beta | -1,3851 | -1,3803 |
| GAPDH | Glyceraldehyde-3-phosphate dehydrogenase | 1,3851 | 1,3803 |
Fig 2Differential gene expression in Hut-78 cell line determined by RT2 Profiler PCR arrays analysis after treatment with bortezomib and methotrexate.
(a) Bar chart of the DNA repair related genes distribution after treatment with bortezomib (Group 1) and methotrexate (Group 2), (b) heat map of gene distribution after non-supervised hierarchical clustering of DNA repair related genes showing co-regulated genes across untreated (Sample 1), bortezomib-treated (Sample 2) and methotrexate-treated Hut-78 cells (Sample 3), (c) scatter plot of gene distribution after bortezomib-treatment (Group 1) and (d) after methotrexate-treatment (Group 2). In (a) each bar represents one gene. In (b) each box represents one gene, with minimum expression indicated as green, maximum as red and average as black. In the scatter plots (c) and (d) each circle represents one gene and up-regulated, down-regulated and unchanged genes are indicated as red, green and black, respectively.
Fig 3Differential gene expression in SeAx cell line determined by RT2 Profiler PCR arrays analysis after treatment with bortezomib and methotrexate.
(a) Bar chart of the DNA repair related genes distribution after treatment with bortezomib (Group 1) and methotrexate (Group 2), (b) heat map of gene distribution after non-supervised hierarchical clustering of DNA repair related genes showing co-regulated genes across untreated (Sample 1), bortezomib-treated (Sample 2) and methotrexate-treated SeAx cells (Sample 3), (c) scatter plot of gene distribution after bortezomib-treatment (Group 1) and (d) after methotrexate-treatment (Group 2). In (a) each bar represents one gene. In (b) each box represents one gene, with minimum expression indicated as green, maximum as red and average as black. In the scatter plots (c) and (d) each circle represents one gene and up-regulated, down-regulated and unchanged genes are indicated as red, green and black, respectively.
Fig 4Differential gene expression in MyLa cell line determined by RT2 Profiler PCR arrays analysis after treatment with bortezomib and methotrexate.
(a) Bar chart of the DNA repair related genes distribution after treatment with bortezomib (Group 1) and methotrexate (Group 2), (b) heat map of gene distribution after non-supervised hierarchical clustering of DNA repair related genes showing co-regulated genes across untreated (Sample 1), bortezomib-treated (Sample 2) and methotrexate-treated MyLa cells (Sample 3), (c) scatter plot of gene distribution after bortezomib-treatment (Group 1) and (d) after methotrexate-treatment (Group 2). In (a) each bar represents one gene. In (b) each box represents one gene, with minimum expression indicated as green, maximum as red and average as black. In the scatter plots (c) and (d) each circle represents one gene and up-regulated, down-regulated and unchanged genes are indicated as red, green and black, respectively.
Fold changes of transcription in bortezomib- and methotrexate-treated MyLa cell line compared to that of untreated MyLa cell line.
| Gene Symbol | Name of gene | Fold up- or down-regulation (Bortezomib-treated vs control) | Fold up- or down-regulation (Methotrexate-treated vs control) |
|---|---|---|---|
| XRCC1 | X-ray repair complementing defective repair in Chinese hamster cells 1 | -2,0069 | 1,5966 |
| CDK7 | Cyclin-dependent kinase 7 | 3,1932 | 1,7471 |
| DDB1 | Damage-specific DNA binding protein 1, 127kDa | -1,2184 | 1,1769 |
| DDB2 | Damage-specific DNA binding protein 2, 48kDa | -2,5403 | 1,676 |
| ERCC1 | Excision repair cross-complementing rodent repair deficiency, complementation group 1 (includes overlapping antisense sequence) | -1,1607 | 1,0035 |
| ERCC2 | Excision repair cross-complementing rodent repair deficiency, complementation group 2 | -1,3803 | 1,0175 |
| ERCC3 | Excision repair cross-complementing rodent repair deficiency, complementation group 3 (xeroderma pigmentosum group B complementing) | -1,2702 | 1,3333 |
| ERCC4 | Excision repair cross-complementing rodent repair deficiency, complementation group 4 | -1,0175 | -1,0246 |
| ERCC5 | Excision repair cross-complementing rodent repair deficiency, complementation group 5 | -1,3149 | 1,0607 |
| ERCC6 | Excision repair cross-complementing rodent repair deficiency, complementation group 6 | -1,2016 | 1,3899 |
| ERCC8 | Excision repair cross-complementing rodent repair deficiency, complementation group 8 | 1,1134 | 1,0246 |
| LIG1 | Ligase I, DNA, ATP-dependent | -4,4229 | 1,9656 |
| RAD23A | RAD23 homolog A (S. cerevisiae) | -3,1275 | -2,166 |
| RAD23B | RAD23 homolog B (S. cerevisiae) | 1,3803 | 1,1607 |
| MLH1 | MutL homolog 1, colon cancer, nonpolyposis type 2 (E. coli) | -1,3899 | 1,3149 |
| MLH3 | MutL homolog 3 (E. coli) | -1,9252 | -1,2702 |
| MSH2 | MutS homolog 2, colon cancer, nonpolyposis type 1 (E. coli) | -1,9793 | 1,0461 |
| MSH3 | MutS homolog 3 (E. coli) | -2,0209 | 1,0607 |
| MSH5 | MutS homolog 5 (E. coli) | -4,0982 | 1,0105 |
| MSH6 | MutS homolog 6 (E. coli) | 1,6301 | 1,7593 |
| BRCA1 | Breast cancer 1, early onset | -1,0607 | 2,7992 |
| BRCA2 | Breast cancer 2, early onset | -2,6851 | 1,3803 |
| LIG4 | Ligase IV, DNA, ATP-dependent | -1,1447 | 1,2702 |
| RAD21 | RAD21 homolog (S. pombe) | -2,1361 | -1,4794 |
| RAD50 | RAD50 homolog (S. cerevisiae) | 1,0981 | 1,2016 |
| RAD51 | RAD51 homolog (S. cerevisiae) | -3,1492 | 2,035 |
| RAD51C | RAD51 homolog C (S. cerevisiae) | -3,5677 | 1,4692 |
| RAD51B | RAD51 homolog B (S. cerevisiae) | -1,7839 | 1,2354 |
| RAD51D | RAD51 homolog D (S. cerevisiae) | -1,676 | 1,2702 |
| XRCC2 | X-ray repair complementing defective repair in Chinese hamster cells 2 | -5,5983 | 1,0389 |
| XRCC3 | X-ray repair complementing defective repair in Chinese hamster cells 3 | -2,5937 | 1,2269 |
| XRCC4 | X-ray repair complementing defective repair in Chinese hamster cells 4 | -1,7112 | -1,4794 |
| XRCC5 | X-ray repair complementing defective repair in Chinese hamster cells 5 (double-strand-break rejoining) | -1,1447 | 1,6415 |
| XRCC6 | X-ray repair complementing defective repair in Chinese hamster cells 6 | -1,1607 | 1,0175 |
| ATM | Ataxia telangiectasia mutated | 2,488 | 1,9119 |
| ATR | Ataxia telangiectasia and Rad3 related | 3,3519 | 3,9313 |
| TOP3A | Topoisomerase (DNA) III alpha | -1,9793 | 1,279 |
| TOP3B | Topoisomerase (DNA) III beta | -1,9793 | 1,0755 |
| PRKDC | Protein kinase, DNA-activated, catalytic polypeptide | -3,2378 | -1,1212 |
| MRE11A | MRE11 meiotic recombination 11 homolog A (S. cerevisiae) | -2,4033 | 1,3241 |
| POLL | Polymerase (DNA directed), lambda | 1,6876 | 1,7593 |
| ACTB | Actin, beta | -1,1688 | -1,2184 |
| GAPDH | Glyceraldehyde-3-phosphate dehydrogenase | 1,1688 | 1,2184 |