Metabolomics Analysis Reveals Altered Metabolic Pathways and Response to Doxorubicin in Drug-Resistant Triple-Negative Breast Cancer Cells
被引:11
作者:
Rushing, Blake R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ N Carolina, Dept Nutr, Chapel Hill, NC 27599 USA
Univ N Carolina, Nutr Res Inst, Kannapolis, NC 28081 USAUniv N Carolina, Dept Nutr, Chapel Hill, NC 27599 USA
Rushing, Blake R.
[1
,2
]
Molina, Sabrina
论文数: 0引用数: 0
h-index: 0
机构:
Univ N Carolina, Nutr Res Inst, Kannapolis, NC 28081 USAUniv N Carolina, Dept Nutr, Chapel Hill, NC 27599 USA
Molina, Sabrina
[2
]
Sumner, Susan
论文数: 0引用数: 0
h-index: 0
机构:
Univ N Carolina, Dept Nutr, Chapel Hill, NC 27599 USA
Univ N Carolina, Nutr Res Inst, Kannapolis, NC 28081 USAUniv N Carolina, Dept Nutr, Chapel Hill, NC 27599 USA
Sumner, Susan
[1
,2
]
机构:
[1] Univ N Carolina, Dept Nutr, Chapel Hill, NC 27599 USA
[2] Univ N Carolina, Nutr Res Inst, Kannapolis, NC 28081 USA
metabolomics;
triple-negative breast cancer;
drug resistance;
doxorubicin;
chemotherapy;
ROLES;
D O I:
10.3390/metabo13070865
中图分类号:
Q5 [生物化学];
Q7 [分子生物学];
学科分类号:
071010 ;
081704 ;
摘要:
This study aimed to investigate metabolic changes following the acquisition of resistance to doxorubicin in the triple-negative breast cancer (TNBC) cell line MDA-MB-231. Two drug-resistant cell lines, DOX-RES-50 and DOX-RES-100, were generated by treating MDA-MB-231 cells with doxorubicin for 24 h and allowing them to recover for six weeks. Both drug-resistant cell lines demonstrated an increase in doxorubicin IC50 values, indicating acquired drug resistance. Metabolomics analysis showed clear separation between the parental MDA-MB-231 cell line and the drug-resistant cell lines. Pathway analysis revealed that arginine and proline metabolism, glutathione metabolism, and beta-alanine metabolism were significantly perturbed in the drug-resistant cell lines compared to the parental cell line. After matching signals to an in-house library of reference standards, significant decreases in short- and medium-chain acylcarnitines and significant increases in long-chain acylcarnitines, 5-oxoproline, and 7-ketodeoxycholic acid were observed in the resistant cell lines as compared to the parental MDA-MB-231 cell line. In addition to baseline metabolic differences, we also investigated differences in metabolic responses in resistant cell lines upon a second exposure at multiple concentrations. Results indicate that whereas the parental MDA-MB-231 cell line had many metabolites that responded to doxorubicin in a dose-dependent manner, the two resistant cell lines lost a dose-dependent response for the majority of these metabolites. The study's findings provide insight into how metabolism is altered during the acquisition of resistance in TNBC cells and how the metabolic response to doxorubicin changes upon repeated treatment. This information can potentially identify novel targets to prevent or reverse multi-drug resistance in TNBC, and also demonstrate the usefulness of metabolomics technology in identifying new mechanisms of drug resistance in cancer and potential drug targets.
机构:
Univ Nova Lisboa, NOVA Med Sch NMS, Ctr Toxicogen & Human Hlth ToxOmics, Fac Ciencias Medicas FCM, P-1169056 Lisbon, PortugalUniv Nova Lisboa, NOVA Med Sch NMS, Ctr Toxicogen & Human Hlth ToxOmics, Fac Ciencias Medicas FCM, P-1169056 Lisbon, Portugal
Barata, Isabel S.
Gomes, Bruno C.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Nova Lisboa, NOVA Med Sch NMS, Ctr Toxicogen & Human Hlth ToxOmics, Fac Ciencias Medicas FCM, P-1169056 Lisbon, PortugalUniv Nova Lisboa, NOVA Med Sch NMS, Ctr Toxicogen & Human Hlth ToxOmics, Fac Ciencias Medicas FCM, P-1169056 Lisbon, Portugal
Gomes, Bruno C.
Rodrigues, Antonio S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Nova Lisboa, NOVA Med Sch NMS, Ctr Toxicogen & Human Hlth ToxOmics, Fac Ciencias Medicas FCM, P-1169056 Lisbon, PortugalUniv Nova Lisboa, NOVA Med Sch NMS, Ctr Toxicogen & Human Hlth ToxOmics, Fac Ciencias Medicas FCM, P-1169056 Lisbon, Portugal
Rodrigues, Antonio S.
Rueff, Jose
论文数: 0引用数: 0
h-index: 0
机构:
Univ Nova Lisboa, NOVA Med Sch NMS, Ctr Toxicogen & Human Hlth ToxOmics, Fac Ciencias Medicas FCM, P-1169056 Lisbon, PortugalUniv Nova Lisboa, NOVA Med Sch NMS, Ctr Toxicogen & Human Hlth ToxOmics, Fac Ciencias Medicas FCM, P-1169056 Lisbon, Portugal
Rueff, Jose
Kranendonk, Michel
论文数: 0引用数: 0
h-index: 0
机构:
Univ Nova Lisboa, NOVA Med Sch NMS, Ctr Toxicogen & Human Hlth ToxOmics, Fac Ciencias Medicas FCM, P-1169056 Lisbon, PortugalUniv Nova Lisboa, NOVA Med Sch NMS, Ctr Toxicogen & Human Hlth ToxOmics, Fac Ciencias Medicas FCM, P-1169056 Lisbon, Portugal
Kranendonk, Michel
Esteves, Francisco
论文数: 0引用数: 0
h-index: 0
机构:
Univ Nova Lisboa, NOVA Med Sch NMS, Ctr Toxicogen & Human Hlth ToxOmics, Fac Ciencias Medicas FCM, P-1169056 Lisbon, PortugalUniv Nova Lisboa, NOVA Med Sch NMS, Ctr Toxicogen & Human Hlth ToxOmics, Fac Ciencias Medicas FCM, P-1169056 Lisbon, Portugal
机构:
Changhua Christian Hosp, Comprehens Breast Canc Ctr, Changhua 50006, TaiwanChanghua Christian Hosp, Comprehens Breast Canc Ctr, Changhua 50006, Taiwan
Chen, Dar-Ren
论文数: 引用数:
h-index:
机构:
Lu, Dah-Yuu
Lin, Hui-Yi
论文数: 0引用数: 0
h-index: 0
机构:
China Med Univ, Sch Pharm, Taichung 40402, TaiwanChanghua Christian Hosp, Comprehens Breast Canc Ctr, Changhua 50006, Taiwan
Lin, Hui-Yi
Yeh, Wei-Lan
论文数: 0引用数: 0
h-index: 0
机构:
Changhua Christian Hosp, Dept Cell & Tissue Engn, Changhua 50006, TaiwanChanghua Christian Hosp, Comprehens Breast Canc Ctr, Changhua 50006, Taiwan
机构:
Univ Texas Southwestern Med Ctr, Res Inst, Childrens Med Ctr, Dallas, TX 75390 USAUniv Texas Southwestern Med Ctr, Res Inst, Childrens Med Ctr, Dallas, TX 75390 USA
DeBerardinis, Ralph J.
Chandel, Navdeep S.
论文数: 0引用数: 0
h-index: 0
机构:
Northwestern Univ, Feinberg Sch Med, Dept Med, Chicago, IL 60611 USAUniv Texas Southwestern Med Ctr, Res Inst, Childrens Med Ctr, Dallas, TX 75390 USA
机构:
Univ Texas MD Anderson Canc Ctr, Inst Appl Canc Sci, Houston, TX 77030 USA
Univ Texas MD Anderson Canc Ctr, Ctr Coclin Trials Res, Houston, TX 77030 USAUniv Texas MD Anderson Canc Ctr, Dept Expt Radiat Oncol, Houston, TX 77030 USA
Chang, Qing
Bristow, Christopher
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Inst Appl Canc Sci, Houston, TX 77030 USA
Univ Texas MD Anderson Canc Ctr, Ctr Coclin Trials Res, Houston, TX 77030 USAUniv Texas MD Anderson Canc Ctr, Dept Expt Radiat Oncol, Houston, TX 77030 USA
Bristow, Christopher
Carugo, Alessandro
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Inst Appl Canc Sci, Houston, TX 77030 USA
Univ Texas MD Anderson Canc Ctr, Ctr Coclin Trials Res, Houston, TX 77030 USAUniv Texas MD Anderson Canc Ctr, Dept Expt Radiat Oncol, Houston, TX 77030 USA
Carugo, Alessandro
Shao, Jiansu
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Dept Expt Radiat Oncol, Houston, TX 77030 USAUniv Texas MD Anderson Canc Ctr, Dept Expt Radiat Oncol, Houston, TX 77030 USA
Shao, Jiansu
Ma, Xiaoyan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Inst Appl Canc Sci, Houston, TX 77030 USA
Univ Texas MD Anderson Canc Ctr, Ctr Coclin Trials Res, Houston, TX 77030 USAUniv Texas MD Anderson Canc Ctr, Dept Expt Radiat Oncol, Houston, TX 77030 USA
Ma, Xiaoyan
Harris, Angela
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Inst Appl Canc Sci, Houston, TX 77030 USA
Univ Texas MD Anderson Canc Ctr, Ctr Coclin Trials Res, Houston, TX 77030 USAUniv Texas MD Anderson Canc Ctr, Dept Expt Radiat Oncol, Houston, TX 77030 USA
Harris, Angela
Mundi, Prabhjot
论文数: 0引用数: 0
h-index: 0
机构:
Columbia Univ, Med Ctr, Dept Syst Biol, New York, NY 10032 USAUniv Texas MD Anderson Canc Ctr, Dept Expt Radiat Oncol, Houston, TX 77030 USA
Mundi, Prabhjot
Lau, Rosanna
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Dept Pathol, Houston, TX 77030 USAUniv Texas MD Anderson Canc Ctr, Dept Expt Radiat Oncol, Houston, TX 77030 USA
Lau, Rosanna
Ramamoorthy, Vandhana
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Inst Appl Canc Sci, Houston, TX 77030 USA
Univ Texas MD Anderson Canc Ctr, Ctr Coclin Trials Res, Houston, TX 77030 USAUniv Texas MD Anderson Canc Ctr, Dept Expt Radiat Oncol, Houston, TX 77030 USA
Ramamoorthy, Vandhana
Wu, Yun
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Dept Pathol, Houston, TX 77030 USAUniv Texas MD Anderson Canc Ctr, Dept Expt Radiat Oncol, Houston, TX 77030 USA
Wu, Yun
Alvarez, Mariano J.
论文数: 0引用数: 0
h-index: 0
机构:
Columbia Univ, Med Ctr, Dept Syst Biol, New York, NY 10032 USA
DarwinHealth Inc, New York, NY 10018 USAUniv Texas MD Anderson Canc Ctr, Dept Expt Radiat Oncol, Houston, TX 77030 USA
Alvarez, Mariano J.
Califano, Andrea
论文数: 0引用数: 0
h-index: 0
机构:
Columbia Univ, Med Ctr, Dept Syst Biol, New York, NY 10032 USAUniv Texas MD Anderson Canc Ctr, Dept Expt Radiat Oncol, Houston, TX 77030 USA
Califano, Andrea
Moulder, Stacy L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Dept Breast Med Oncol, Houston, TX 77030 USAUniv Texas MD Anderson Canc Ctr, Dept Expt Radiat Oncol, Houston, TX 77030 USA
Moulder, Stacy L.
Symmans, William F.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Dept Pathol, Houston, TX 77030 USAUniv Texas MD Anderson Canc Ctr, Dept Expt Radiat Oncol, Houston, TX 77030 USA
Symmans, William F.
Marszalek, Joseph R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Inst Appl Canc Sci, Houston, TX 77030 USA
Univ Texas MD Anderson Canc Ctr, Ctr Coclin Trials Res, Houston, TX 77030 USAUniv Texas MD Anderson Canc Ctr, Dept Expt Radiat Oncol, Houston, TX 77030 USA
Marszalek, Joseph R.
Heffernan, Timothy P.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Inst Appl Canc Sci, Houston, TX 77030 USA
Univ Texas MD Anderson Canc Ctr, Ctr Coclin Trials Res, Houston, TX 77030 USAUniv Texas MD Anderson Canc Ctr, Dept Expt Radiat Oncol, Houston, TX 77030 USA
机构:
PSL Res Univ, Inst Curie, CNRS, UMR3348, Orsay, France
Univ Paris Saclay, Univ Paris Sud, CNRS, UMR3348, Orsay, FrancePSL Res Univ, Inst Curie, CNRS, UMR3348, Orsay, France
El Banna, Nadine
Huang, Meng-Er
论文数: 0引用数: 0
h-index: 0
机构:
PSL Res Univ, Inst Curie, CNRS, UMR3348, Orsay, France
Univ Paris Saclay, Univ Paris Sud, CNRS, UMR3348, Orsay, FrancePSL Res Univ, Inst Curie, CNRS, UMR3348, Orsay, France
机构:
Univ Nova Lisboa, NOVA Med Sch NMS, Ctr Toxicogen & Human Hlth ToxOmics, Fac Ciencias Medicas FCM, P-1169056 Lisbon, PortugalUniv Nova Lisboa, NOVA Med Sch NMS, Ctr Toxicogen & Human Hlth ToxOmics, Fac Ciencias Medicas FCM, P-1169056 Lisbon, Portugal
Barata, Isabel S.
Gomes, Bruno C.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Nova Lisboa, NOVA Med Sch NMS, Ctr Toxicogen & Human Hlth ToxOmics, Fac Ciencias Medicas FCM, P-1169056 Lisbon, PortugalUniv Nova Lisboa, NOVA Med Sch NMS, Ctr Toxicogen & Human Hlth ToxOmics, Fac Ciencias Medicas FCM, P-1169056 Lisbon, Portugal
Gomes, Bruno C.
Rodrigues, Antonio S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Nova Lisboa, NOVA Med Sch NMS, Ctr Toxicogen & Human Hlth ToxOmics, Fac Ciencias Medicas FCM, P-1169056 Lisbon, PortugalUniv Nova Lisboa, NOVA Med Sch NMS, Ctr Toxicogen & Human Hlth ToxOmics, Fac Ciencias Medicas FCM, P-1169056 Lisbon, Portugal
Rodrigues, Antonio S.
Rueff, Jose
论文数: 0引用数: 0
h-index: 0
机构:
Univ Nova Lisboa, NOVA Med Sch NMS, Ctr Toxicogen & Human Hlth ToxOmics, Fac Ciencias Medicas FCM, P-1169056 Lisbon, PortugalUniv Nova Lisboa, NOVA Med Sch NMS, Ctr Toxicogen & Human Hlth ToxOmics, Fac Ciencias Medicas FCM, P-1169056 Lisbon, Portugal
Rueff, Jose
Kranendonk, Michel
论文数: 0引用数: 0
h-index: 0
机构:
Univ Nova Lisboa, NOVA Med Sch NMS, Ctr Toxicogen & Human Hlth ToxOmics, Fac Ciencias Medicas FCM, P-1169056 Lisbon, PortugalUniv Nova Lisboa, NOVA Med Sch NMS, Ctr Toxicogen & Human Hlth ToxOmics, Fac Ciencias Medicas FCM, P-1169056 Lisbon, Portugal
Kranendonk, Michel
Esteves, Francisco
论文数: 0引用数: 0
h-index: 0
机构:
Univ Nova Lisboa, NOVA Med Sch NMS, Ctr Toxicogen & Human Hlth ToxOmics, Fac Ciencias Medicas FCM, P-1169056 Lisbon, PortugalUniv Nova Lisboa, NOVA Med Sch NMS, Ctr Toxicogen & Human Hlth ToxOmics, Fac Ciencias Medicas FCM, P-1169056 Lisbon, Portugal
机构:
Changhua Christian Hosp, Comprehens Breast Canc Ctr, Changhua 50006, TaiwanChanghua Christian Hosp, Comprehens Breast Canc Ctr, Changhua 50006, Taiwan
Chen, Dar-Ren
论文数: 引用数:
h-index:
机构:
Lu, Dah-Yuu
Lin, Hui-Yi
论文数: 0引用数: 0
h-index: 0
机构:
China Med Univ, Sch Pharm, Taichung 40402, TaiwanChanghua Christian Hosp, Comprehens Breast Canc Ctr, Changhua 50006, Taiwan
Lin, Hui-Yi
Yeh, Wei-Lan
论文数: 0引用数: 0
h-index: 0
机构:
Changhua Christian Hosp, Dept Cell & Tissue Engn, Changhua 50006, TaiwanChanghua Christian Hosp, Comprehens Breast Canc Ctr, Changhua 50006, Taiwan
机构:
Univ Texas Southwestern Med Ctr, Res Inst, Childrens Med Ctr, Dallas, TX 75390 USAUniv Texas Southwestern Med Ctr, Res Inst, Childrens Med Ctr, Dallas, TX 75390 USA
DeBerardinis, Ralph J.
Chandel, Navdeep S.
论文数: 0引用数: 0
h-index: 0
机构:
Northwestern Univ, Feinberg Sch Med, Dept Med, Chicago, IL 60611 USAUniv Texas Southwestern Med Ctr, Res Inst, Childrens Med Ctr, Dallas, TX 75390 USA
机构:
Univ Texas MD Anderson Canc Ctr, Inst Appl Canc Sci, Houston, TX 77030 USA
Univ Texas MD Anderson Canc Ctr, Ctr Coclin Trials Res, Houston, TX 77030 USAUniv Texas MD Anderson Canc Ctr, Dept Expt Radiat Oncol, Houston, TX 77030 USA
Chang, Qing
Bristow, Christopher
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Inst Appl Canc Sci, Houston, TX 77030 USA
Univ Texas MD Anderson Canc Ctr, Ctr Coclin Trials Res, Houston, TX 77030 USAUniv Texas MD Anderson Canc Ctr, Dept Expt Radiat Oncol, Houston, TX 77030 USA
Bristow, Christopher
Carugo, Alessandro
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Inst Appl Canc Sci, Houston, TX 77030 USA
Univ Texas MD Anderson Canc Ctr, Ctr Coclin Trials Res, Houston, TX 77030 USAUniv Texas MD Anderson Canc Ctr, Dept Expt Radiat Oncol, Houston, TX 77030 USA
Carugo, Alessandro
Shao, Jiansu
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Dept Expt Radiat Oncol, Houston, TX 77030 USAUniv Texas MD Anderson Canc Ctr, Dept Expt Radiat Oncol, Houston, TX 77030 USA
Shao, Jiansu
Ma, Xiaoyan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Inst Appl Canc Sci, Houston, TX 77030 USA
Univ Texas MD Anderson Canc Ctr, Ctr Coclin Trials Res, Houston, TX 77030 USAUniv Texas MD Anderson Canc Ctr, Dept Expt Radiat Oncol, Houston, TX 77030 USA
Ma, Xiaoyan
Harris, Angela
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Inst Appl Canc Sci, Houston, TX 77030 USA
Univ Texas MD Anderson Canc Ctr, Ctr Coclin Trials Res, Houston, TX 77030 USAUniv Texas MD Anderson Canc Ctr, Dept Expt Radiat Oncol, Houston, TX 77030 USA
Harris, Angela
Mundi, Prabhjot
论文数: 0引用数: 0
h-index: 0
机构:
Columbia Univ, Med Ctr, Dept Syst Biol, New York, NY 10032 USAUniv Texas MD Anderson Canc Ctr, Dept Expt Radiat Oncol, Houston, TX 77030 USA
Mundi, Prabhjot
Lau, Rosanna
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Dept Pathol, Houston, TX 77030 USAUniv Texas MD Anderson Canc Ctr, Dept Expt Radiat Oncol, Houston, TX 77030 USA
Lau, Rosanna
Ramamoorthy, Vandhana
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Inst Appl Canc Sci, Houston, TX 77030 USA
Univ Texas MD Anderson Canc Ctr, Ctr Coclin Trials Res, Houston, TX 77030 USAUniv Texas MD Anderson Canc Ctr, Dept Expt Radiat Oncol, Houston, TX 77030 USA
Ramamoorthy, Vandhana
Wu, Yun
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Dept Pathol, Houston, TX 77030 USAUniv Texas MD Anderson Canc Ctr, Dept Expt Radiat Oncol, Houston, TX 77030 USA
Wu, Yun
Alvarez, Mariano J.
论文数: 0引用数: 0
h-index: 0
机构:
Columbia Univ, Med Ctr, Dept Syst Biol, New York, NY 10032 USA
DarwinHealth Inc, New York, NY 10018 USAUniv Texas MD Anderson Canc Ctr, Dept Expt Radiat Oncol, Houston, TX 77030 USA
Alvarez, Mariano J.
Califano, Andrea
论文数: 0引用数: 0
h-index: 0
机构:
Columbia Univ, Med Ctr, Dept Syst Biol, New York, NY 10032 USAUniv Texas MD Anderson Canc Ctr, Dept Expt Radiat Oncol, Houston, TX 77030 USA
Califano, Andrea
Moulder, Stacy L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Dept Breast Med Oncol, Houston, TX 77030 USAUniv Texas MD Anderson Canc Ctr, Dept Expt Radiat Oncol, Houston, TX 77030 USA
Moulder, Stacy L.
Symmans, William F.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Dept Pathol, Houston, TX 77030 USAUniv Texas MD Anderson Canc Ctr, Dept Expt Radiat Oncol, Houston, TX 77030 USA
Symmans, William F.
Marszalek, Joseph R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Inst Appl Canc Sci, Houston, TX 77030 USA
Univ Texas MD Anderson Canc Ctr, Ctr Coclin Trials Res, Houston, TX 77030 USAUniv Texas MD Anderson Canc Ctr, Dept Expt Radiat Oncol, Houston, TX 77030 USA
Marszalek, Joseph R.
Heffernan, Timothy P.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Inst Appl Canc Sci, Houston, TX 77030 USA
Univ Texas MD Anderson Canc Ctr, Ctr Coclin Trials Res, Houston, TX 77030 USAUniv Texas MD Anderson Canc Ctr, Dept Expt Radiat Oncol, Houston, TX 77030 USA
机构:
PSL Res Univ, Inst Curie, CNRS, UMR3348, Orsay, France
Univ Paris Saclay, Univ Paris Sud, CNRS, UMR3348, Orsay, FrancePSL Res Univ, Inst Curie, CNRS, UMR3348, Orsay, France
El Banna, Nadine
Huang, Meng-Er
论文数: 0引用数: 0
h-index: 0
机构:
PSL Res Univ, Inst Curie, CNRS, UMR3348, Orsay, France
Univ Paris Saclay, Univ Paris Sud, CNRS, UMR3348, Orsay, FrancePSL Res Univ, Inst Curie, CNRS, UMR3348, Orsay, France