Measurement of cellular-interstitial water exchange time in tumors based on diffusion-time-dependent diffusional kurtosis imaging.

TitleMeasurement of cellular-interstitial water exchange time in tumors based on diffusion-time-dependent diffusional kurtosis imaging.
Publication TypeJournal Article
Year of Publication2021
AuthorsZhang J, Lemberskiy G, Moy L, Fieremans E, Novikov DS, Kim SGene
JournalNMR Biomed
Volume34
Issue6
Paginatione4496
Date Published2021 06
ISSN1099-1492
KeywordsAnimals, Brain Neoplasms, Breast Neoplasms, Diffusion Tensor Imaging, Disease Models, Animal, Female, Glioma, Humans, Mammary Neoplasms, Animal, Mice, Inbred BALB C, Mice, Inbred C57BL, Neoplasms, Water
Abstract

PURPOSE: To assess the feasibility of using diffusion-time-dependent diffusional kurtosis imaging (tDKI) to measure cellular-interstitial water exchange time (τ ) in tumors, both in animals and in humans.

METHODS: Preclinical tDKI studies at 7 T were performed with the GL261 glioma model and the 4T1 mammary tumor model injected into the mouse brain. Clinical studies were performed at 3 T with women who had biopsy-proven invasive ductal carcinoma. tDKI measurement was conducted using a diffusion-weighted STEAM pulse sequence with multiple diffusion times (20-800 ms) at a fixed echo time, while keeping the b-values the same (0-3000 s/mm ) by adjusting the diffusion gradient strength. The tDKI data at each diffusion time t were used for a weighted linear least-squares fit method to estimate the diffusion-time-dependent diffusivity, D(t), and diffusional kurtosis, K(t).

RESULTS: Both preclinical and clinical studies showed that, when diffusion time t ≥ 200 ms, D(t) did not have a noticeable change while K(t) decreased monotonically with increasing diffusion time in tumors and t ≥ 100 ms for the cortical ribbon of the mouse brain. The estimated τ averaged median and interquartile range (IQR) of GL261 and 4T1 tumors were 93 (IQR = 89) ms and 68 (78) ms, respectively. For the cortical ribbon, the estimated τ averaged median and IQR were 41 (34) ms for C57BL/6 and 30 (17) ms for BALB/c. For invasive ductal carcinoma, the estimated τ median and IQR of the two breast cancers were 70 (94) and 106 (92) ms.

CONCLUSION: The results of this proof-of-concept study substantiate the feasibility of using tDKI to measure cellular-interstitial water exchange time without using an exogenous contrast agent.

DOI10.1002/nbm.4496
Alternate JournalNMR Biomed
PubMed ID33634508
PubMed Central IDPMC8170918
Grant ListP30 CA016087 / CA / NCI NIH HHS / United States
P30 AG066512 / AG / NIA NIH HHS / United States
R01 CA219964 / CA / NCI NIH HHS / United States
UH3 CA228699 / CA / NCI NIH HHS / United States
S10 OD018337 / OD / NIH HHS / United States
UG3 CA228699 / CA / NCI NIH HHS / United States
R01 CA160620 / CA / NCI NIH HHS / United States
P41 EB017183 / EB / NIBIB NIH HHS / United States
Related Institute: 
MRI Research Institute (MRIRI)

Weill Cornell Medicine
Department of Radiology
525 East 68th Street New York, NY 10065