Early Detection of Pancreatic Intraepithelial Neoplasias (PanINs) in Transgenic Mouse Model by Hyperpolarized 13C Metabolic Magnetic Resonance Spectroscopy

被引:12
|
作者
Dutta, Prasanta [1 ]
Pando, Susana Castro [2 ]
Mascaro, Marilina [2 ]
Riquelme, Erick [2 ]
Zoltan, Michelle [2 ]
Zacharias, Niki M. [1 ,3 ]
Gammon, Seth T. [1 ]
Piwnica-Worms, David [1 ]
Pagel, Mark D. [1 ]
Sen, Subrata [4 ]
Maitra, Anirban [5 ]
Shams, Shayan [6 ]
McAllister, Florencia [2 ]
Bhattacharya, Pratip K. [1 ]
机构
[1] Univ Texas MD Anderson Canc Ctr, Dept Canc Syst Imaging, Houston, TX 77054 USA
[2] Univ Texas MD Anderson Canc Ctr, Dept Clin Canc Prevent, Houston, TX 77030 USA
[3] Univ Texas MD Anderson Canc Ctr, Dept Urol, Houston, TX 77030 USA
[4] Univ Texas MD Anderson Canc Ctr, Dept Translat Mol Pathol, Houston, TX 77030 USA
[5] Univ Texas MD Anderson Canc Ctr, Dept Pathol, Houston, TX 77030 USA
[6] Univ Texas Hlth Sci Ctr Houston, Sch Biomed Informat, Houston, TX 77030 USA
基金
美国国家卫生研究院;
关键词
metabolic plasticity and PanINs progression; metabolic imaging; metabolic rewiring; kinetic rate constant and modeling; early detection; pancreatic cancer; hyperpolarization; MRS; CANCER; DISEASE; IL-17;
D O I
10.3390/ijms21103722
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
While pancreatic cancer (PC) survival rates have recently shown modest improvement, the disease remains largely incurable. Early detection of pancreatic cancer may result in improved outcomes and therefore, methods for early detection of cancer, even premalignant lesions, may provide more favorable outcomes. Pancreatic intraepithelial neoplasias (PanINs) have been identified as premalignant precursor lesions to pancreatic cancer. However, conventional imaging methods used for screening high-risk populations do not have the sensitivity to detect PanINs. Here, we have employed hyperpolarized metabolic imaging in vivo and nuclear magnetic resonance (H-1-NMR) metabolomics ex vivo to identify and understand metabolic changes, towards enabling detection of early PanINs and progression to advanced PanINs lesions that precede pancreatic cancer formation. Progression of disease from tissue containing predominantly low-grade PanINs to tissue with high-grade PanINs showed a decreasing alanine/lactate ratio from high-resolution NMR metabolomics ex vivo. Hyperpolarized magnetic resonance spectroscopy (HP-MRS) allows over 10,000-fold sensitivity enhancement relative to conventional magnetic resonance. Real-time HP-MRS was employed to measure non-invasively changes of alanine and lactate metabolites with disease progression and in control mice in vivo, following injection of hyperpolarized [1-C-13] pyruvate. The alanine-to-lactate signal intensity ratio was found to decrease as the disease progressed from low-grade PanINs to high-grade PanINs. The biochemical changes of alanine transaminase (ALT) and lactate dehydrogenase (LDH) enzyme activity were assessed. These results demonstrate that there are significant alterations of ALT and LDH activities during the transformation from early to advanced PanINs lesions. Furthermore, we demonstrate that real-time conversion kinetic rate constants (k(PA) and k(PL)) can be used as metabolic imaging biomarkers of pancreatic premalignant lesions. Findings from this emerging HP-MRS technique can be translated to the clinic for detection of pancreatic premalignant lesion in high-risk populations.
引用
收藏
页数:12
相关论文
共 50 条
  • [21] Metabolic alterations in a rat model of hepatic ischaemia reperfusion injury: In vivo hyperpolarized 13C MRS and metabolic imaging
    Moon, Chung-Man
    Shin, Sang-Soo
    Lim, Nam-Yeol
    Kim, Seul-Kee
    Kang, Yang-Joon
    Kim, Hyoung-Ook
    Lee, Seung-Jin
    Beak, Byung-Hyun
    Kim, Yun-Heon
    Jeong, Gwang-Woo
    LIVER INTERNATIONAL, 2018, 38 (06) : 1117 - 1127
  • [22] Metabolic Changes in Different Stages of Liver Fibrosis: In vivo Hyperpolarized 13C MR Spectroscopy and Metabolic Imaging
    Moon, Chung-Man
    Shin, Sang-Soo
    Heo, Suk-Hee
    Lim, Hyo-Soon
    Moon, Myeong-Ju
    Surendran, Suchithra Poilil
    Kim, Ga-Eon
    Park, Il-Woo
    Jeong, Yong-Yeon
    MOLECULAR IMAGING AND BIOLOGY, 2019, 21 (05) : 842 - 851
  • [23] Metabolic Changes in Different Stages of Liver Fibrosis: In vivo Hyperpolarized 13C MR Spectroscopy and Metabolic Imaging
    Chung-Man Moon
    Sang-Soo Shin
    Suk-Hee Heo
    Hyo-Soon Lim
    Myeong-Ju Moon
    Suchithra Poilil Surendran
    Ga-Eon Kim
    Il-Woo Park
    Yong-Yeon Jeong
    Molecular Imaging and Biology, 2019, 21 : 842 - 851
  • [24] Dual hyperpolarized [1-13C]pyruvate and [13C]urea magnetic resonance imaging of prostate cancer
    de Kouchkovsky, Ivan
    Nguyen, Hao
    Chen, Hsin-Yu
    Liu, Xiaoxi
    Qin, Hecong
    Stohr, Bradley A.
    Delos Santos, Romelyn
    Ohliger, Michael A.
    Wang, Zhen Jane
    Bok, Robert A.
    Gordon, Jeremy W.
    Larson, Peder E. Z.
    Frost, Mary
    Okamoto, Kimberly
    Gebrezgiabhier, Daniel
    Cooperberg, Matthew
    Vigneron, Daniel B.
    Kurhanewicz, John
    Aggarwal, Rahul
    JOURNAL OF MAGNETIC RESONANCE OPEN, 2024, 21
  • [25] Assessing Oxidative Stress in Tumors by Measuring the Rate of Hyperpolarized [1-13C]Dehydroascorbic Acid Reduction Using 13C Magnetic Resonance Spectroscopy
    Timm, Kerstin N.
    Hu, De-En
    Williams, Michael
    Wright, Alan J.
    Kettunen, Mikko I.
    Kennedy, Brett W. C.
    Larkin, Timothy J.
    Dzien, Piotr
    Marco-Rius, Irene
    Bohndiek, Sarah E.
    Brindle, Kevin M.
    JOURNAL OF BIOLOGICAL CHEMISTRY, 2017, 292 (05) : 1737 - 1748
  • [26] Detection of 13C labeling of glutamate and glutamine in human brain by proton magnetic resonance spectroscopy
    An, Li
    Li, Shizhe
    Ferraris Araneta, Maria
    Johnson, Christopher S.
    Shen, Jun
    SCIENTIFIC REPORTS, 2022, 12 (01)
  • [27] Development of specialized magnetic resonance acquisition techniques for human hyperpolarized [13C,15N2]urea + [1-13C]pyruvate simultaneous perfusion and metabolic imaging
    Liu, Xiaoxi
    Tang, Shuyu
    Mu, Changhua
    Qin, Hecong
    Cui, Di
    Lai, Ying-Chieh
    Riselli, Andrew M.
    Delos Santos, Romelyn
    Carvajal, Lucas
    Gebrezgiabhier, Daniel
    Bok, Robert A.
    Chen, Hsin-Yu
    Flavell, Robert R.
    Gordon, Jeremy W.
    Vigneron, Daniel B.
    Kurhanewicz, John
    Larson, Peder E. Z.
    MAGNETIC RESONANCE IN MEDICINE, 2022, 88 (03) : 1039 - 1054
  • [28] An intact small animal model of myocardial ischemia-reperfusion: Characterization of metabolic changes by hyperpolarized 13C MR spectroscopy
    Yoshihara, Hikari A. I.
    Bastiaansen, Jessica A. M.
    Berthonneche, Corinne
    Comment, Arnaud
    Schwitter, Juerg
    AMERICAN JOURNAL OF PHYSIOLOGY-HEART AND CIRCULATORY PHYSIOLOGY, 2015, 309 (12): : H2058 - H2066
  • [29] Imaging cerebral 2-ketoisocaproate metabolism with hyperpolarized 13C Magnetic Resonance Spectroscopic Imaging
    Butt, Sadia A.
    Sogaard, Lise V.
    Magnusson, Peter O.
    Lauritzen, Mette H.
    Laustsen, Christoffer
    Akeson, Per
    Ardenkjaer-Larsen, Jan H.
    JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM, 2012, 32 (08) : 1508 - 1514
  • [30] THE USE OF C-13-MAGNETIC RESONANCE SPECTROSCOPY IN METABOLIC RESEARCH
    LOMBARDI, J
    GRAHAM, CR
    JOURNAL OF NUTRITIONAL BIOCHEMISTRY, 1995, 6 (10) : 516 - 521