multiple myeloma;
DNA damage response;
doxorubicin;
drug resistance;
type 1 interferon (IFN-I);
GAMMA-H2AX;
ALPHA;
RADIATION;
MARKER;
D O I:
10.3389/fonc.2024.1357996
中图分类号:
R73 [肿瘤学];
学科分类号:
100214 ;
摘要:
Introduction Multiple myeloma (MM) is a malignant plasma cell disease caused by abnormal proliferation of clonal plasma cells in bone marrow. Upfront identification of tumor subgroups with specific biological markers has the potential to improve biologically-driven therapy. Previously, we established a molecular classification by stratifying multiple myeloma into two subtypes with a different prognosis based on a gene module co-expressed with MCL-1 (MCL1-M).Methods Gene Ontology (GO) analysis with differentially expressed genes was performed to identify signal pathway. Drug sensitivity was analyzed using the OncoPredict algorithm. Drug sensitivity of different myeloma cell lines was detected by CCK8 and flow cytometry. RNA-seq was performed on drug-sensitive cell lines before and after adriamycin treatment. RT-qPCR was used to further verify the sequencing results. The expression of gamma-H2AX and dsDNA in sensitive and resistant cell lines was detected by immunofluorescence method.Results In our study, we demonstrated that MCL1-M low MM were more sensitive to anthracyclines. We treated different myeloma cell lines with doxorubicin in vitro and discovered the association of drug sensitivity with IFN signaling. Herein, we demonstrate that the doxorubicin-sensitive myeloma cell line showed significant DNA damage and up-regulated expression of genes related to the IFN response, which was not observed in drug-insensitive cell lines.Discussion Our results suggest that the active IFN signaling pathway may serve as a marker for predicting chemotherapy sensitivity in patients with myeloma. With our MCL1-M molecular classification system, we can screen patients with a potentially good response to the interferon signaling pathway and provide individualized treatment for MM. We propose IFN-a as adjuvant therapy for patients with myeloma sensitive to anthracyclines to further improve the therapeutic effect and prolong the survival of patients.
机构:
Dana Farber Canc Inst, LeBow Inst Myeloma Therapeut, Jerome Lipper Multiple Myeloma Ctr, Boston, MA 02115 USADana Farber Canc Inst, LeBow Inst Myeloma Therapeut, Jerome Lipper Multiple Myeloma Ctr, Boston, MA 02115 USA
Xing, Lijie
Liu, Jiye
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Med Sch, LeBow Inst Myeloma Therapeut, Dana Farber Canc Inst, Dept Med Oncol, Boston, MA 02115 USA
Harvard Med Sch, Jerome Lipper Multiple Myeloma Ctr, Dana Farber Canc Inst, Dept Med Oncol, Boston, MA 02115 USADana Farber Canc Inst, LeBow Inst Myeloma Therapeut, Jerome Lipper Multiple Myeloma Ctr, Boston, MA 02115 USA
Liu, Jiye
Li, Yuyin
论文数: 0引用数: 0
h-index: 0
机构:
Dana Farber Canc Inst, LeBow Inst Myeloma Therapeut, Jerome Lipper Multiple Myeloma Ctr, Boston, MA 02115 USADana Farber Canc Inst, LeBow Inst Myeloma Therapeut, Jerome Lipper Multiple Myeloma Ctr, Boston, MA 02115 USA
Li, Yuyin
Lin, Liang
论文数: 0引用数: 0
h-index: 0
机构:
Dana Farber Canc Inst, LeBow Inst Myeloma Therapeut, Jerome Lipper Multiple Myeloma Ctr, Boston, MA 02115 USADana Farber Canc Inst, LeBow Inst Myeloma Therapeut, Jerome Lipper Multiple Myeloma Ctr, Boston, MA 02115 USA
Lin, Liang
Wen, Kenneth
论文数: 0引用数: 0
h-index: 0
机构:
Dana Farber Canc Inst, LeBow Inst Myeloma Therapeut, Jerome Lipper Multiple Myeloma Ctr, Boston, MA 02115 USADana Farber Canc Inst, LeBow Inst Myeloma Therapeut, Jerome Lipper Multiple Myeloma Ctr, Boston, MA 02115 USA
Wen, Kenneth
Cho, Shih-Feng
论文数: 0引用数: 0
h-index: 0
机构:
Dana Farber Canc Inst, LeBow Inst Myeloma Therapeut, Jerome Lipper Multiple Myeloma Ctr, Brookline, MA USADana Farber Canc Inst, LeBow Inst Myeloma Therapeut, Jerome Lipper Multiple Myeloma Ctr, Boston, MA 02115 USA
Cho, Shih-Feng
Yu, Tengteng
论文数: 0引用数: 0
h-index: 0
机构:
Dana Farber Canc Inst, LeBow Inst Myeloma Therapeut, Jerome Lipper Multiple Myeloma Ctr, Brookline, MA USADana Farber Canc Inst, LeBow Inst Myeloma Therapeut, Jerome Lipper Multiple Myeloma Ctr, Boston, MA 02115 USA
Yu, Tengteng
An, Gang
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Blood Dis Hosp, Tianjin, Peoples R China
Peking Union Med Coll, Tianjin, Peoples R ChinaDana Farber Canc Inst, LeBow Inst Myeloma Therapeut, Jerome Lipper Multiple Myeloma Ctr, Boston, MA 02115 USA
An, Gang
Qiu, Lugui
论文数: 0引用数: 0
h-index: 0
机构:
Peking Union Med Coll, Tianjin, Peoples R China
Chinese Acad Med, State Key Lab Expt Hematol, Inst Hematol & Blood Dis Hosp, Sci, Tianjin, Peoples R ChinaDana Farber Canc Inst, LeBow Inst Myeloma Therapeut, Jerome Lipper Multiple Myeloma Ctr, Boston, MA 02115 USA
Qiu, Lugui
Munshi, Nikhil C.
论文数: 0引用数: 0
h-index: 0
机构:
Dana Farber Canc Inst, Boston, MA 02115 USADana Farber Canc Inst, LeBow Inst Myeloma Therapeut, Jerome Lipper Multiple Myeloma Ctr, Boston, MA 02115 USA
Munshi, Nikhil C.
Anderson, Kenneth C.
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Med Sch, Dana Farber Canc Inst, Dept Med Oncol, Jerome Lipper Multiple Myeloma Ctr, Boston, MA 02115 USADana Farber Canc Inst, LeBow Inst Myeloma Therapeut, Jerome Lipper Multiple Myeloma Ctr, Boston, MA 02115 USA
机构:
Fourth Mil Med Univ, Xijing Hosp, Dept Hematol, Xian 710032, Shaanxi, Peoples R ChinaFourth Mil Med Univ, Xijing Hosp, Dept Hematol, Xian 710032, Shaanxi, Peoples R China
Tang, Hailong
Shu, Mimi
论文数: 0引用数: 0
h-index: 0
机构:
Fourth Mil Med Univ, Xijing Hosp, Dept Hematol, Xian 710032, Shaanxi, Peoples R ChinaFourth Mil Med Univ, Xijing Hosp, Dept Hematol, Xian 710032, Shaanxi, Peoples R China
Shu, Mimi
Dai, Bo
论文数: 0引用数: 0
h-index: 0
机构:
Shaanxi Ctr Stem Cell Applicat Engn Res, Xian, Shaanxi, Peoples R ChinaFourth Mil Med Univ, Xijing Hosp, Dept Hematol, Xian 710032, Shaanxi, Peoples R China
Dai, Bo
Xu, Li
论文数: 0引用数: 0
h-index: 0
机构:
Fourth Mil Med Univ, Xijing Hosp, Dept Hematol, Xian 710032, Shaanxi, Peoples R ChinaFourth Mil Med Univ, Xijing Hosp, Dept Hematol, Xian 710032, Shaanxi, Peoples R China
Xu, Li
Dong, Baoxia
论文数: 0引用数: 0
h-index: 0
机构:
Fourth Mil Med Univ, Xijing Hosp, Dept Hematol, Xian 710032, Shaanxi, Peoples R ChinaFourth Mil Med Univ, Xijing Hosp, Dept Hematol, Xian 710032, Shaanxi, Peoples R China
Dong, Baoxia
Gao, Guangxun
论文数: 0引用数: 0
h-index: 0
机构:
Fourth Mil Med Univ, Xijing Hosp, Dept Hematol, Xian 710032, Shaanxi, Peoples R ChinaFourth Mil Med Univ, Xijing Hosp, Dept Hematol, Xian 710032, Shaanxi, Peoples R China
Gao, Guangxun
Chen, Xiequn
论文数: 0引用数: 0
h-index: 0
机构:
Fourth Mil Med Univ, Xijing Hosp, Dept Hematol, Xian 710032, Shaanxi, Peoples R ChinaFourth Mil Med Univ, Xijing Hosp, Dept Hematol, Xian 710032, Shaanxi, Peoples R China
机构:
Chinese Acad Med Sci, Inst Hematol, Tianjin, Peoples R China
Chinese Acad Med Sci, Blood Dis Hosp, Tianjin, Peoples R China
Peking Union Med Coll, Tianjin, Peoples R ChinaChinese Acad Med Sci, Inst Hematol, Tianjin, Peoples R China
Hao, Mu
Qin, Yu
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Inst Hematol, Tianjin, Peoples R China
Chinese Acad Med Sci, Blood Dis Hosp, Tianjin, Peoples R China
Peking Union Med Coll, Tianjin, Peoples R ChinaChinese Acad Med Sci, Inst Hematol, Tianjin, Peoples R China
Qin, Yu
Zang, Meirong
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Inst Hematol, Tianjin, Peoples R China
Chinese Acad Med Sci, Blood Dis Hosp, Tianjin, Peoples R China
Peking Union Med Coll, Tianjin, Peoples R ChinaChinese Acad Med Sci, Inst Hematol, Tianjin, Peoples R China
Zang, Meirong
Xu, Yan
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Inst Hematol, Tianjin, Peoples R China
Chinese Acad Med Sci, Blood Dis Hosp, Tianjin, Peoples R China
Peking Union Med Coll, Tianjin, Peoples R ChinaChinese Acad Med Sci, Inst Hematol, Tianjin, Peoples R China
Xu, Yan
An, Gang
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Inst Hematol, Tianjin, Peoples R China
Chinese Acad Med Sci, Blood Dis Hosp, Tianjin, Peoples R China
Peking Union Med Coll, Tianjin, Peoples R ChinaChinese Acad Med Sci, Inst Hematol, Tianjin, Peoples R China
An, Gang
Li, Changhong
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Inst Hematol, Tianjin, Peoples R China
Chinese Acad Med Sci, Blood Dis Hosp, Tianjin, Peoples R China
Peking Union Med Coll, Tianjin, Peoples R ChinaChinese Acad Med Sci, Inst Hematol, Tianjin, Peoples R China
Li, Changhong
Yang, Ye
论文数: 0引用数: 0
h-index: 0
机构:
Univ Iowa, Iowa City, IA USAChinese Acad Med Sci, Inst Hematol, Tianjin, Peoples R China
Yang, Ye
Gu, Zhimin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Iowa, Iowa City, IA USAChinese Acad Med Sci, Inst Hematol, Tianjin, Peoples R China
Gu, Zhimin
Zhan, Fenghuang
论文数: 0引用数: 0
h-index: 0
机构:
Univ Iowa, Iowa City, IA USAChinese Acad Med Sci, Inst Hematol, Tianjin, Peoples R China
Zhan, Fenghuang
Qiu, Lugui
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Med Sci, Inst Hematol, Tianjin, Peoples R China
Chinese Acad Med Sci, Blood Dis Hosp, Tianjin, Peoples R China
Peking Union Med Coll, Tianjin, Peoples R ChinaChinese Acad Med Sci, Inst Hematol, Tianjin, Peoples R China
机构:
Stanford University,Division of Blood and Marrow Transplant and Cell Therapy, Department of MedicineStanford University,Division of Blood and Marrow Transplant and Cell Therapy, Department of Medicine
Hitomi Hosoya
Mia Carleton
论文数: 0引用数: 0
h-index: 0
机构:
Stanford University,Division of Oncology, Department of MedicineStanford University,Division of Blood and Marrow Transplant and Cell Therapy, Department of Medicine
Mia Carleton
Kailee Tanaka
论文数: 0引用数: 0
h-index: 0
机构:
Stanford University,Division of Oncology, Department of MedicineStanford University,Division of Blood and Marrow Transplant and Cell Therapy, Department of Medicine
Kailee Tanaka
Brian Sworder
论文数: 0引用数: 0
h-index: 0
机构:
University of California,Division of Hematology/Oncology, Department of MedicineStanford University,Division of Blood and Marrow Transplant and Cell Therapy, Department of Medicine
Brian Sworder
Shriya Syal
论文数: 0引用数: 0
h-index: 0
机构:
Stanford University,Center for Cell Therapy, Stanford Cancer InstituteStanford University,Division of Blood and Marrow Transplant and Cell Therapy, Department of Medicine
Shriya Syal
Bita Sahaf
论文数: 0引用数: 0
h-index: 0
机构:
Stanford University,Center for Cell Therapy, Stanford Cancer InstituteStanford University,Division of Blood and Marrow Transplant and Cell Therapy, Department of Medicine
Bita Sahaf
Alisha M. Maltos
论文数: 0引用数: 0
h-index: 0
机构:
Stanford University,Department of PathologyStanford University,Division of Blood and Marrow Transplant and Cell Therapy, Department of Medicine
Alisha M. Maltos
Oscar Silva
论文数: 0引用数: 0
h-index: 0
机构:
Stanford University,Department of PathologyStanford University,Division of Blood and Marrow Transplant and Cell Therapy, Department of Medicine
Oscar Silva
Henning Stehr
论文数: 0引用数: 0
h-index: 0
机构:
Stanford University,Department of PathologyStanford University,Division of Blood and Marrow Transplant and Cell Therapy, Department of Medicine
Henning Stehr
Vanna Hovanky
论文数: 0引用数: 0
h-index: 0
机构:
Stanford University,Division of Blood and Marrow Transplant and Cell Therapy, Department of MedicineStanford University,Division of Blood and Marrow Transplant and Cell Therapy, Department of Medicine
Vanna Hovanky
George Duran
论文数: 0引用数: 0
h-index: 0
机构:
Stanford University,Division of Oncology, Department of MedicineStanford University,Division of Blood and Marrow Transplant and Cell Therapy, Department of Medicine
George Duran
Tian Zhang
论文数: 0引用数: 0
h-index: 0
机构:
Stanford University,Division of Hematology, Department of MedicineStanford University,Division of Blood and Marrow Transplant and Cell Therapy, Department of Medicine
Tian Zhang
Michaela Liedtke
论文数: 0引用数: 0
h-index: 0
机构:
Stanford University,Division of Hematology, Department of MedicineStanford University,Division of Blood and Marrow Transplant and Cell Therapy, Department of Medicine
Michaela Liedtke
Sally Arai
论文数: 0引用数: 0
h-index: 0
机构:
Stanford University,Division of Blood and Marrow Transplant and Cell Therapy, Department of MedicineStanford University,Division of Blood and Marrow Transplant and Cell Therapy, Department of Medicine
Sally Arai
David Iberri
论文数: 0引用数: 0
h-index: 0
机构:
Stanford University,Division of Hematology, Department of MedicineStanford University,Division of Blood and Marrow Transplant and Cell Therapy, Department of Medicine
David Iberri
David Miklos
论文数: 0引用数: 0
h-index: 0
机构:
Stanford University,Division of Blood and Marrow Transplant and Cell Therapy, Department of MedicineStanford University,Division of Blood and Marrow Transplant and Cell Therapy, Department of Medicine
David Miklos
Michael S. Khodadoust
论文数: 0引用数: 0
h-index: 0
机构:
Stanford University,Division of Oncology, Department of MedicineStanford University,Division of Blood and Marrow Transplant and Cell Therapy, Department of Medicine
Michael S. Khodadoust
Surbhi Sidana
论文数: 0引用数: 0
h-index: 0
机构:
Stanford University,Division of Blood and Marrow Transplant and Cell Therapy, Department of MedicineStanford University,Division of Blood and Marrow Transplant and Cell Therapy, Department of Medicine
Surbhi Sidana
David M. Kurtz
论文数: 0引用数: 0
h-index: 0
机构:
Stanford University,Division of Oncology, Department of MedicineStanford University,Division of Blood and Marrow Transplant and Cell Therapy, Department of Medicine