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
  • [1] Early detection of pancreatic intraepithelial neoplasms (PanINs) in transgenic mouse model by hyperpolarized 13C metabolic magnetic resonance imaging
    Dutta, Prasanta
    Zhang, Yu
    Zoltan, Michelle
    Mascaro, Marilina
    Riquelme, Erick
    Lee, Jaehyuk
    Maitra, Anirban
    McAllister, Florencia
    Bhattacharya, Pratip
    CANCER RESEARCH, 2017, 77
  • [2] Hyperpolarized 13C Metabolic Magnetic Resonance Spectroscopy and Imaging
    Kubala, Eugen
    Munoz-Alvarez, Kim A.
    Topping, Geoffrey
    Hundshammer, Christian
    Feuerecker, Benedikt
    Gomez, Pedro A.
    Pariani, Giorgio
    Schilling, Franz
    Glaser, Steffen J.
    Schulte, Rolf F.
    Menzel, Marion I.
    Schwaiger, Markus
    JOVE-JOURNAL OF VISUALIZED EXPERIMENTS, 2016, (118): : 1 - 16
  • [3] Hyperpolarized 13C pyruvate magnetic resonance spectroscopy for in vivo metabolic phenotyping of rat HCC
    Bliemsrieder, Elisabeth
    Kaissis, Georgios
    Grashei, Martin
    Topping, Geoffrey
    Altomonte, Jennifer
    Hundshammer, Christian
    Lohoefer, Fabian
    Heid, Irina
    Keim, Dominik
    Gebrekidan, Selamawit
    Trajkovic-Arsic, Marija
    Winkelkotte, Aline
    Steiger, Katja
    Nawroth, Roman
    Siveke, Jens
    Schwaiger, Markus
    Makowski, Marcus
    Schilling, Franz
    Braren, Rickmer
    SCIENTIFIC REPORTS, 2021, 11 (01)
  • [4] Hyperpolarized 13C pyruvate magnetic resonance spectroscopy for in vivo metabolic phenotyping of rat HCC
    Elisabeth Bliemsrieder
    Georgios Kaissis
    Martin Grashei
    Geoffrey Topping
    Jennifer Altomonte
    Christian Hundshammer
    Fabian Lohöfer
    Irina Heid
    Dominik Keim
    Selamawit Gebrekidan
    Marija Trajkovic-Arsic
    AM Winkelkotte
    Katja Steiger
    Roman Nawroth
    Jens Siveke
    Markus Schwaiger
    Marcus Makowski
    Franz Schilling
    Rickmer Braren
    Scientific Reports, 11
  • [5] Detection of Tumor Response to a Vascular Disrupting Agent by Hyperpolarized 13C Magnetic Resonance Spectroscopy
    Bohndiek, Sarah E.
    Kettunen, Mikko I.
    Hu, De-en
    Witney, Timothy H.
    Kennedy, Brett W. C.
    Gallagher, Ferdia A.
    Brindle, Kevin M.
    MOLECULAR CANCER THERAPEUTICS, 2010, 9 (12) : 3278 - 3288
  • [6] Hyperpolarized 13C magnetic resonance metabolic imaging: application to brain tumors
    Park, Ilwoo
    Larson, Peder E. Z.
    Zierhut, Matthew L.
    Hu, Simon
    Bok, Robert
    Ozawa, Tomoko
    Kurhanewicz, John
    Vigneron, Daniel B.
    VandenBerg, Scott R.
    James, C. David
    Nelson, Sarah J.
    NEURO-ONCOLOGY, 2010, 12 (02) : 133 - 144
  • [7] Imaging Brain Metabolism Using Hyperpolarized 13C Magnetic Resonance Spectroscopy
    Le Page, Lydia M.
    Guglielmetti, Caroline
    Taglang, Celine
    Chaumeil, Myriam M.
    TRENDS IN NEUROSCIENCES, 2020, 43 (05) : 343 - 354
  • [8] Detection of inflammatory cell function using 13C magnetic resonance spectroscopy of hyperpolarized [6-13C]-arginine
    Chloé Najac
    Myriam M. Chaumeil
    Gary Kohanbash
    Caroline Guglielmetti
    Jeremy W. Gordon
    Hideho Okada
    Sabrina M. Ronen
    Scientific Reports, 6
  • [9] Detection of inflammatory cell function using 13C magnetic resonance spectroscopy of hyperpolarized [6-13C]-arginine
    Najac, Chloe
    Chaumeil, Myriam M.
    Kohanbash, Gary
    Guglielmetti, Caroline
    Gordon, Jeremy W.
    Okada, Hideho
    Ronen, Sabrina M.
    SCIENTIFIC REPORTS, 2016, 6
  • [10] DNP-hyperpolarized 13C magnetic resonance metabolic imaging for cancer applications
    Nelson, S. J.
    Vigneron, D.
    Kurhanewicz, J.
    Chen, A.
    Bok, R.
    Hurd, R.
    APPLIED MAGNETIC RESONANCE, 2008, 34 (3-4) : 533 - 544