Drug resistance biomarker ABCC4 of selinexor and immune feature in multiple myeloma
The treatment of relapse or refractory multiple myeloma (RRMM) is still a big challenge in clinic. Recently, several clinical trials indicated that the XPO1 inhibitor, selinexor could significantly improve the remission rate in MM patients. However, the heterogeneous genetic background greatly influ...
Ausführliche Beschreibung
Gespeichert in:
| Autor*in: |
Hu, Fang [verfasserIn] Chen, Xiao-Qin [verfasserIn] Li, Xue-Ping [verfasserIn] Lu, Yu-Xiu [verfasserIn] Chen, Si-Liang [verfasserIn] Wang, Da-Wei [verfasserIn] Liang, Yang [verfasserIn] Dai, Yu-Jun [verfasserIn] |
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| Format: |
E-Artikel |
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| Sprache: |
Englisch |
| Erschienen: |
2022 |
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| Schlagwörter: |
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| Übergeordnetes Werk: |
Enthalten in: International immunopharmacology - Amsterdam [u.a.] : Elsevier Science, 2001, 108 |
|---|---|
| Übergeordnetes Werk: |
volume:108 |
| DOI / URN: |
10.1016/j.intimp.2022.108722 |
|---|
| Katalog-ID: |
ELV008074909 |
|---|
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| 520 | |a The treatment of relapse or refractory multiple myeloma (RRMM) is still a big challenge in clinic. Recently, several clinical trials indicated that the XPO1 inhibitor, selinexor could significantly improve the remission rate in MM patients. However, the heterogeneous genetic background greatly influenced the efficiency of selinexor among MM. Here, we tried to characterized the biomarkers associated with selinexor sensitivity by analyzing gene expression data in MM patients. We found the cytogenetic background of selinexor sensitive MM patients was not limited to specific cytogenetic subtypes. In addition, by weighted gene co-expression network analysis (WGCNA), we obtained 10 key genes which showed a strong correlation with the selinexor sensitivity in MM patients. Notably, ABCC4 (MRP4) was the only gene which was both differentially expressed and proved to be clinical prognostic valuable (both for event-free survival and overall survival) in MM patients. We further validated the heterogenous expression of ABCC4 in MM cell lines and its value as a novel indicator for selinexor sensitivity. Moreover, immune infiltration analysis showed that ABCC4 expression had a significantly positive correlation with NK infiltration as well as immunotherapy target TIM-3 (HAVCR2) expression. Collectively, our findings indicated that ABCC4 might be a predictive biomarker of selinexor sensitivity in MM patients, which could be enhanced if combined with immunotherapy drugs such as TIM-3 inhibitor. | ||
| 650 | 4 | |a RRMM | |
| 650 | 4 | |a Selinexor | |
| 650 | 4 | |a XPO1 | |
| 650 | 4 | |a ABCC4 | |
| 650 | 4 | |a Immune infiltration | |
| 700 | 1 | |a Chen, Xiao-Qin |e verfasserin |4 aut | |
| 700 | 1 | |a Li, Xue-Ping |e verfasserin |4 aut | |
| 700 | 1 | |a Lu, Yu-Xiu |e verfasserin |4 aut | |
| 700 | 1 | |a Chen, Si-Liang |e verfasserin |4 aut | |
| 700 | 1 | |a Wang, Da-Wei |e verfasserin |4 aut | |
| 700 | 1 | |a Liang, Yang |e verfasserin |4 aut | |
| 700 | 1 | |a Dai, Yu-Jun |e verfasserin |4 aut | |
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2022 |
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| allfields |
10.1016/j.intimp.2022.108722 doi (DE-627)ELV008074909 (ELSEVIER)S1567-5769(22)00206-5 DE-627 ger DE-627 rda eng 610 DE-600 PHARM DE-84 fid 44.38 bkl Hu, Fang verfasserin aut Drug resistance biomarker ABCC4 of selinexor and immune feature in multiple myeloma 2022 nicht spezifiziert zzz rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier The treatment of relapse or refractory multiple myeloma (RRMM) is still a big challenge in clinic. Recently, several clinical trials indicated that the XPO1 inhibitor, selinexor could significantly improve the remission rate in MM patients. However, the heterogeneous genetic background greatly influenced the efficiency of selinexor among MM. Here, we tried to characterized the biomarkers associated with selinexor sensitivity by analyzing gene expression data in MM patients. We found the cytogenetic background of selinexor sensitive MM patients was not limited to specific cytogenetic subtypes. In addition, by weighted gene co-expression network analysis (WGCNA), we obtained 10 key genes which showed a strong correlation with the selinexor sensitivity in MM patients. Notably, ABCC4 (MRP4) was the only gene which was both differentially expressed and proved to be clinical prognostic valuable (both for event-free survival and overall survival) in MM patients. We further validated the heterogenous expression of ABCC4 in MM cell lines and its value as a novel indicator for selinexor sensitivity. Moreover, immune infiltration analysis showed that ABCC4 expression had a significantly positive correlation with NK infiltration as well as immunotherapy target TIM-3 (HAVCR2) expression. Collectively, our findings indicated that ABCC4 might be a predictive biomarker of selinexor sensitivity in MM patients, which could be enhanced if combined with immunotherapy drugs such as TIM-3 inhibitor. RRMM Selinexor XPO1 ABCC4 Immune infiltration Chen, Xiao-Qin verfasserin aut Li, Xue-Ping verfasserin aut Lu, Yu-Xiu verfasserin aut Chen, Si-Liang verfasserin aut Wang, Da-Wei verfasserin aut Liang, Yang verfasserin aut Dai, Yu-Jun verfasserin aut Enthalten in International immunopharmacology Amsterdam [u.a.] : Elsevier Science, 2001 108 Online-Ressource (DE-627)330614630 (DE-600)2049924-3 (DE-576)259272272 1878-1705 nnns volume:108 GBV_USEFLAG_U SYSFLAG_U GBV_ELV FID-PHARM SSG-OLC-PHA SSG-OPC-PHA GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_32 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_74 GBV_ILN_90 GBV_ILN_95 GBV_ILN_100 GBV_ILN_101 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_224 GBV_ILN_370 GBV_ILN_602 GBV_ILN_702 GBV_ILN_2003 GBV_ILN_2004 GBV_ILN_2005 GBV_ILN_2011 GBV_ILN_2014 GBV_ILN_2015 GBV_ILN_2020 GBV_ILN_2021 GBV_ILN_2025 GBV_ILN_2027 GBV_ILN_2034 GBV_ILN_2038 GBV_ILN_2044 GBV_ILN_2048 GBV_ILN_2049 GBV_ILN_2050 GBV_ILN_2056 GBV_ILN_2059 GBV_ILN_2061 GBV_ILN_2064 GBV_ILN_2065 GBV_ILN_2068 GBV_ILN_2111 GBV_ILN_2112 GBV_ILN_2113 GBV_ILN_2118 GBV_ILN_2122 GBV_ILN_2129 GBV_ILN_2143 GBV_ILN_2147 GBV_ILN_2148 GBV_ILN_2152 GBV_ILN_2153 GBV_ILN_2190 GBV_ILN_2336 GBV_ILN_2507 GBV_ILN_2522 GBV_ILN_4035 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4242 GBV_ILN_4251 GBV_ILN_4305 GBV_ILN_4313 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4326 GBV_ILN_4333 GBV_ILN_4334 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4393 44.38 Pharmakologie AR 108 |
| spelling |
10.1016/j.intimp.2022.108722 doi (DE-627)ELV008074909 (ELSEVIER)S1567-5769(22)00206-5 DE-627 ger DE-627 rda eng 610 DE-600 PHARM DE-84 fid 44.38 bkl Hu, Fang verfasserin aut Drug resistance biomarker ABCC4 of selinexor and immune feature in multiple myeloma 2022 nicht spezifiziert zzz rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier The treatment of relapse or refractory multiple myeloma (RRMM) is still a big challenge in clinic. Recently, several clinical trials indicated that the XPO1 inhibitor, selinexor could significantly improve the remission rate in MM patients. However, the heterogeneous genetic background greatly influenced the efficiency of selinexor among MM. Here, we tried to characterized the biomarkers associated with selinexor sensitivity by analyzing gene expression data in MM patients. We found the cytogenetic background of selinexor sensitive MM patients was not limited to specific cytogenetic subtypes. In addition, by weighted gene co-expression network analysis (WGCNA), we obtained 10 key genes which showed a strong correlation with the selinexor sensitivity in MM patients. Notably, ABCC4 (MRP4) was the only gene which was both differentially expressed and proved to be clinical prognostic valuable (both for event-free survival and overall survival) in MM patients. We further validated the heterogenous expression of ABCC4 in MM cell lines and its value as a novel indicator for selinexor sensitivity. Moreover, immune infiltration analysis showed that ABCC4 expression had a significantly positive correlation with NK infiltration as well as immunotherapy target TIM-3 (HAVCR2) expression. Collectively, our findings indicated that ABCC4 might be a predictive biomarker of selinexor sensitivity in MM patients, which could be enhanced if combined with immunotherapy drugs such as TIM-3 inhibitor. RRMM Selinexor XPO1 ABCC4 Immune infiltration Chen, Xiao-Qin verfasserin aut Li, Xue-Ping verfasserin aut Lu, Yu-Xiu verfasserin aut Chen, Si-Liang verfasserin aut Wang, Da-Wei verfasserin aut Liang, Yang verfasserin aut Dai, Yu-Jun verfasserin aut Enthalten in International immunopharmacology Amsterdam [u.a.] : Elsevier Science, 2001 108 Online-Ressource (DE-627)330614630 (DE-600)2049924-3 (DE-576)259272272 1878-1705 nnns volume:108 GBV_USEFLAG_U SYSFLAG_U GBV_ELV FID-PHARM SSG-OLC-PHA SSG-OPC-PHA GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_32 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_74 GBV_ILN_90 GBV_ILN_95 GBV_ILN_100 GBV_ILN_101 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_224 GBV_ILN_370 GBV_ILN_602 GBV_ILN_702 GBV_ILN_2003 GBV_ILN_2004 GBV_ILN_2005 GBV_ILN_2011 GBV_ILN_2014 GBV_ILN_2015 GBV_ILN_2020 GBV_ILN_2021 GBV_ILN_2025 GBV_ILN_2027 GBV_ILN_2034 GBV_ILN_2038 GBV_ILN_2044 GBV_ILN_2048 GBV_ILN_2049 GBV_ILN_2050 GBV_ILN_2056 GBV_ILN_2059 GBV_ILN_2061 GBV_ILN_2064 GBV_ILN_2065 GBV_ILN_2068 GBV_ILN_2111 GBV_ILN_2112 GBV_ILN_2113 GBV_ILN_2118 GBV_ILN_2122 GBV_ILN_2129 GBV_ILN_2143 GBV_ILN_2147 GBV_ILN_2148 GBV_ILN_2152 GBV_ILN_2153 GBV_ILN_2190 GBV_ILN_2336 GBV_ILN_2507 GBV_ILN_2522 GBV_ILN_4035 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4242 GBV_ILN_4251 GBV_ILN_4305 GBV_ILN_4313 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4326 GBV_ILN_4333 GBV_ILN_4334 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4393 44.38 Pharmakologie AR 108 |
| allfields_unstemmed |
10.1016/j.intimp.2022.108722 doi (DE-627)ELV008074909 (ELSEVIER)S1567-5769(22)00206-5 DE-627 ger DE-627 rda eng 610 DE-600 PHARM DE-84 fid 44.38 bkl Hu, Fang verfasserin aut Drug resistance biomarker ABCC4 of selinexor and immune feature in multiple myeloma 2022 nicht spezifiziert zzz rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier The treatment of relapse or refractory multiple myeloma (RRMM) is still a big challenge in clinic. Recently, several clinical trials indicated that the XPO1 inhibitor, selinexor could significantly improve the remission rate in MM patients. However, the heterogeneous genetic background greatly influenced the efficiency of selinexor among MM. Here, we tried to characterized the biomarkers associated with selinexor sensitivity by analyzing gene expression data in MM patients. We found the cytogenetic background of selinexor sensitive MM patients was not limited to specific cytogenetic subtypes. In addition, by weighted gene co-expression network analysis (WGCNA), we obtained 10 key genes which showed a strong correlation with the selinexor sensitivity in MM patients. Notably, ABCC4 (MRP4) was the only gene which was both differentially expressed and proved to be clinical prognostic valuable (both for event-free survival and overall survival) in MM patients. We further validated the heterogenous expression of ABCC4 in MM cell lines and its value as a novel indicator for selinexor sensitivity. Moreover, immune infiltration analysis showed that ABCC4 expression had a significantly positive correlation with NK infiltration as well as immunotherapy target TIM-3 (HAVCR2) expression. Collectively, our findings indicated that ABCC4 might be a predictive biomarker of selinexor sensitivity in MM patients, which could be enhanced if combined with immunotherapy drugs such as TIM-3 inhibitor. RRMM Selinexor XPO1 ABCC4 Immune infiltration Chen, Xiao-Qin verfasserin aut Li, Xue-Ping verfasserin aut Lu, Yu-Xiu verfasserin aut Chen, Si-Liang verfasserin aut Wang, Da-Wei verfasserin aut Liang, Yang verfasserin aut Dai, Yu-Jun verfasserin aut Enthalten in International immunopharmacology Amsterdam [u.a.] : Elsevier Science, 2001 108 Online-Ressource (DE-627)330614630 (DE-600)2049924-3 (DE-576)259272272 1878-1705 nnns volume:108 GBV_USEFLAG_U SYSFLAG_U GBV_ELV FID-PHARM SSG-OLC-PHA SSG-OPC-PHA GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_32 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_74 GBV_ILN_90 GBV_ILN_95 GBV_ILN_100 GBV_ILN_101 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_224 GBV_ILN_370 GBV_ILN_602 GBV_ILN_702 GBV_ILN_2003 GBV_ILN_2004 GBV_ILN_2005 GBV_ILN_2011 GBV_ILN_2014 GBV_ILN_2015 GBV_ILN_2020 GBV_ILN_2021 GBV_ILN_2025 GBV_ILN_2027 GBV_ILN_2034 GBV_ILN_2038 GBV_ILN_2044 GBV_ILN_2048 GBV_ILN_2049 GBV_ILN_2050 GBV_ILN_2056 GBV_ILN_2059 GBV_ILN_2061 GBV_ILN_2064 GBV_ILN_2065 GBV_ILN_2068 GBV_ILN_2111 GBV_ILN_2112 GBV_ILN_2113 GBV_ILN_2118 GBV_ILN_2122 GBV_ILN_2129 GBV_ILN_2143 GBV_ILN_2147 GBV_ILN_2148 GBV_ILN_2152 GBV_ILN_2153 GBV_ILN_2190 GBV_ILN_2336 GBV_ILN_2507 GBV_ILN_2522 GBV_ILN_4035 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4242 GBV_ILN_4251 GBV_ILN_4305 GBV_ILN_4313 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4326 GBV_ILN_4333 GBV_ILN_4334 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4393 44.38 Pharmakologie AR 108 |
| allfieldsGer |
10.1016/j.intimp.2022.108722 doi (DE-627)ELV008074909 (ELSEVIER)S1567-5769(22)00206-5 DE-627 ger DE-627 rda eng 610 DE-600 PHARM DE-84 fid 44.38 bkl Hu, Fang verfasserin aut Drug resistance biomarker ABCC4 of selinexor and immune feature in multiple myeloma 2022 nicht spezifiziert zzz rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier The treatment of relapse or refractory multiple myeloma (RRMM) is still a big challenge in clinic. Recently, several clinical trials indicated that the XPO1 inhibitor, selinexor could significantly improve the remission rate in MM patients. However, the heterogeneous genetic background greatly influenced the efficiency of selinexor among MM. Here, we tried to characterized the biomarkers associated with selinexor sensitivity by analyzing gene expression data in MM patients. We found the cytogenetic background of selinexor sensitive MM patients was not limited to specific cytogenetic subtypes. In addition, by weighted gene co-expression network analysis (WGCNA), we obtained 10 key genes which showed a strong correlation with the selinexor sensitivity in MM patients. Notably, ABCC4 (MRP4) was the only gene which was both differentially expressed and proved to be clinical prognostic valuable (both for event-free survival and overall survival) in MM patients. We further validated the heterogenous expression of ABCC4 in MM cell lines and its value as a novel indicator for selinexor sensitivity. Moreover, immune infiltration analysis showed that ABCC4 expression had a significantly positive correlation with NK infiltration as well as immunotherapy target TIM-3 (HAVCR2) expression. Collectively, our findings indicated that ABCC4 might be a predictive biomarker of selinexor sensitivity in MM patients, which could be enhanced if combined with immunotherapy drugs such as TIM-3 inhibitor. RRMM Selinexor XPO1 ABCC4 Immune infiltration Chen, Xiao-Qin verfasserin aut Li, Xue-Ping verfasserin aut Lu, Yu-Xiu verfasserin aut Chen, Si-Liang verfasserin aut Wang, Da-Wei verfasserin aut Liang, Yang verfasserin aut Dai, Yu-Jun verfasserin aut Enthalten in International immunopharmacology Amsterdam [u.a.] : Elsevier Science, 2001 108 Online-Ressource (DE-627)330614630 (DE-600)2049924-3 (DE-576)259272272 1878-1705 nnns volume:108 GBV_USEFLAG_U SYSFLAG_U GBV_ELV FID-PHARM SSG-OLC-PHA SSG-OPC-PHA GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_32 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_74 GBV_ILN_90 GBV_ILN_95 GBV_ILN_100 GBV_ILN_101 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_224 GBV_ILN_370 GBV_ILN_602 GBV_ILN_702 GBV_ILN_2003 GBV_ILN_2004 GBV_ILN_2005 GBV_ILN_2011 GBV_ILN_2014 GBV_ILN_2015 GBV_ILN_2020 GBV_ILN_2021 GBV_ILN_2025 GBV_ILN_2027 GBV_ILN_2034 GBV_ILN_2038 GBV_ILN_2044 GBV_ILN_2048 GBV_ILN_2049 GBV_ILN_2050 GBV_ILN_2056 GBV_ILN_2059 GBV_ILN_2061 GBV_ILN_2064 GBV_ILN_2065 GBV_ILN_2068 GBV_ILN_2111 GBV_ILN_2112 GBV_ILN_2113 GBV_ILN_2118 GBV_ILN_2122 GBV_ILN_2129 GBV_ILN_2143 GBV_ILN_2147 GBV_ILN_2148 GBV_ILN_2152 GBV_ILN_2153 GBV_ILN_2190 GBV_ILN_2336 GBV_ILN_2507 GBV_ILN_2522 GBV_ILN_4035 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4242 GBV_ILN_4251 GBV_ILN_4305 GBV_ILN_4313 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4326 GBV_ILN_4333 GBV_ILN_4334 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4393 44.38 Pharmakologie AR 108 |
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10.1016/j.intimp.2022.108722 doi (DE-627)ELV008074909 (ELSEVIER)S1567-5769(22)00206-5 DE-627 ger DE-627 rda eng 610 DE-600 PHARM DE-84 fid 44.38 bkl Hu, Fang verfasserin aut Drug resistance biomarker ABCC4 of selinexor and immune feature in multiple myeloma 2022 nicht spezifiziert zzz rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier The treatment of relapse or refractory multiple myeloma (RRMM) is still a big challenge in clinic. Recently, several clinical trials indicated that the XPO1 inhibitor, selinexor could significantly improve the remission rate in MM patients. However, the heterogeneous genetic background greatly influenced the efficiency of selinexor among MM. Here, we tried to characterized the biomarkers associated with selinexor sensitivity by analyzing gene expression data in MM patients. We found the cytogenetic background of selinexor sensitive MM patients was not limited to specific cytogenetic subtypes. In addition, by weighted gene co-expression network analysis (WGCNA), we obtained 10 key genes which showed a strong correlation with the selinexor sensitivity in MM patients. Notably, ABCC4 (MRP4) was the only gene which was both differentially expressed and proved to be clinical prognostic valuable (both for event-free survival and overall survival) in MM patients. We further validated the heterogenous expression of ABCC4 in MM cell lines and its value as a novel indicator for selinexor sensitivity. Moreover, immune infiltration analysis showed that ABCC4 expression had a significantly positive correlation with NK infiltration as well as immunotherapy target TIM-3 (HAVCR2) expression. Collectively, our findings indicated that ABCC4 might be a predictive biomarker of selinexor sensitivity in MM patients, which could be enhanced if combined with immunotherapy drugs such as TIM-3 inhibitor. RRMM Selinexor XPO1 ABCC4 Immune infiltration Chen, Xiao-Qin verfasserin aut Li, Xue-Ping verfasserin aut Lu, Yu-Xiu verfasserin aut Chen, Si-Liang verfasserin aut Wang, Da-Wei verfasserin aut Liang, Yang verfasserin aut Dai, Yu-Jun verfasserin aut Enthalten in International immunopharmacology Amsterdam [u.a.] : Elsevier Science, 2001 108 Online-Ressource (DE-627)330614630 (DE-600)2049924-3 (DE-576)259272272 1878-1705 nnns volume:108 GBV_USEFLAG_U SYSFLAG_U GBV_ELV FID-PHARM SSG-OLC-PHA SSG-OPC-PHA GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_32 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_74 GBV_ILN_90 GBV_ILN_95 GBV_ILN_100 GBV_ILN_101 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_224 GBV_ILN_370 GBV_ILN_602 GBV_ILN_702 GBV_ILN_2003 GBV_ILN_2004 GBV_ILN_2005 GBV_ILN_2011 GBV_ILN_2014 GBV_ILN_2015 GBV_ILN_2020 GBV_ILN_2021 GBV_ILN_2025 GBV_ILN_2027 GBV_ILN_2034 GBV_ILN_2038 GBV_ILN_2044 GBV_ILN_2048 GBV_ILN_2049 GBV_ILN_2050 GBV_ILN_2056 GBV_ILN_2059 GBV_ILN_2061 GBV_ILN_2064 GBV_ILN_2065 GBV_ILN_2068 GBV_ILN_2111 GBV_ILN_2112 GBV_ILN_2113 GBV_ILN_2118 GBV_ILN_2122 GBV_ILN_2129 GBV_ILN_2143 GBV_ILN_2147 GBV_ILN_2148 GBV_ILN_2152 GBV_ILN_2153 GBV_ILN_2190 GBV_ILN_2336 GBV_ILN_2507 GBV_ILN_2522 GBV_ILN_4035 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4242 GBV_ILN_4251 GBV_ILN_4305 GBV_ILN_4313 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4326 GBV_ILN_4333 GBV_ILN_4334 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4393 44.38 Pharmakologie AR 108 |
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Drug resistance biomarker ABCC4 of selinexor and immune feature in multiple myeloma |
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Drug resistance biomarker ABCC4 of selinexor and immune feature in multiple myeloma |
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Hu, Fang Chen, Xiao-Qin Li, Xue-Ping Lu, Yu-Xiu Chen, Si-Liang Wang, Da-Wei Liang, Yang Dai, Yu-Jun |
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drug resistance biomarker abcc4 of selinexor and immune feature in multiple myeloma |
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Drug resistance biomarker ABCC4 of selinexor and immune feature in multiple myeloma |
| abstract |
The treatment of relapse or refractory multiple myeloma (RRMM) is still a big challenge in clinic. Recently, several clinical trials indicated that the XPO1 inhibitor, selinexor could significantly improve the remission rate in MM patients. However, the heterogeneous genetic background greatly influenced the efficiency of selinexor among MM. Here, we tried to characterized the biomarkers associated with selinexor sensitivity by analyzing gene expression data in MM patients. We found the cytogenetic background of selinexor sensitive MM patients was not limited to specific cytogenetic subtypes. In addition, by weighted gene co-expression network analysis (WGCNA), we obtained 10 key genes which showed a strong correlation with the selinexor sensitivity in MM patients. Notably, ABCC4 (MRP4) was the only gene which was both differentially expressed and proved to be clinical prognostic valuable (both for event-free survival and overall survival) in MM patients. We further validated the heterogenous expression of ABCC4 in MM cell lines and its value as a novel indicator for selinexor sensitivity. Moreover, immune infiltration analysis showed that ABCC4 expression had a significantly positive correlation with NK infiltration as well as immunotherapy target TIM-3 (HAVCR2) expression. Collectively, our findings indicated that ABCC4 might be a predictive biomarker of selinexor sensitivity in MM patients, which could be enhanced if combined with immunotherapy drugs such as TIM-3 inhibitor. |
| abstractGer |
The treatment of relapse or refractory multiple myeloma (RRMM) is still a big challenge in clinic. Recently, several clinical trials indicated that the XPO1 inhibitor, selinexor could significantly improve the remission rate in MM patients. However, the heterogeneous genetic background greatly influenced the efficiency of selinexor among MM. Here, we tried to characterized the biomarkers associated with selinexor sensitivity by analyzing gene expression data in MM patients. We found the cytogenetic background of selinexor sensitive MM patients was not limited to specific cytogenetic subtypes. In addition, by weighted gene co-expression network analysis (WGCNA), we obtained 10 key genes which showed a strong correlation with the selinexor sensitivity in MM patients. Notably, ABCC4 (MRP4) was the only gene which was both differentially expressed and proved to be clinical prognostic valuable (both for event-free survival and overall survival) in MM patients. We further validated the heterogenous expression of ABCC4 in MM cell lines and its value as a novel indicator for selinexor sensitivity. Moreover, immune infiltration analysis showed that ABCC4 expression had a significantly positive correlation with NK infiltration as well as immunotherapy target TIM-3 (HAVCR2) expression. Collectively, our findings indicated that ABCC4 might be a predictive biomarker of selinexor sensitivity in MM patients, which could be enhanced if combined with immunotherapy drugs such as TIM-3 inhibitor. |
| abstract_unstemmed |
The treatment of relapse or refractory multiple myeloma (RRMM) is still a big challenge in clinic. Recently, several clinical trials indicated that the XPO1 inhibitor, selinexor could significantly improve the remission rate in MM patients. However, the heterogeneous genetic background greatly influenced the efficiency of selinexor among MM. Here, we tried to characterized the biomarkers associated with selinexor sensitivity by analyzing gene expression data in MM patients. We found the cytogenetic background of selinexor sensitive MM patients was not limited to specific cytogenetic subtypes. In addition, by weighted gene co-expression network analysis (WGCNA), we obtained 10 key genes which showed a strong correlation with the selinexor sensitivity in MM patients. Notably, ABCC4 (MRP4) was the only gene which was both differentially expressed and proved to be clinical prognostic valuable (both for event-free survival and overall survival) in MM patients. We further validated the heterogenous expression of ABCC4 in MM cell lines and its value as a novel indicator for selinexor sensitivity. Moreover, immune infiltration analysis showed that ABCC4 expression had a significantly positive correlation with NK infiltration as well as immunotherapy target TIM-3 (HAVCR2) expression. Collectively, our findings indicated that ABCC4 might be a predictive biomarker of selinexor sensitivity in MM patients, which could be enhanced if combined with immunotherapy drugs such as TIM-3 inhibitor. |
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