Sarmad Siddiqui1, Mehrdad Pourfathi1, Andreas Habertheuer2, Yi Xin1, Hooman Hamedani1, Prashanth Vallabhajosyula2, Ali Naji2, and Rahim R. Rizi1
1Radiology, University of Pennsylvania, Philadelphia, PA, United States, 2University of Pennsylvania, Philadelphia, PA, United States
Synopsis
Post-transplant
lungs are clinically monitored using regular radiography and/or CT
scans to detect rejection. We proposed that a metabolic biomarker may
provide higher sensitivity than conventional tools at the onset of
rejection, before permanent structural changes in the lungs. Using HP
[1-13C] pyruvate CSI, we found that the HP
lactate-to-pyruvate ratio in the transplanted lung was significantly
elevated in the rejected cohort (~1.7-fold on day 3, ~2.7-fold on day
7) compared to the non-rejected cohort and can be potentionally used
as an early predictor of lung rejection.
Introduction
Post-transplant
lungs are clinically monitored using regular radiography and/or CT
scans to detect rejection. We propose that a metabolic biomarker may
provide higher sensitivity than conventional tools at the onset of
rejection, before permanent structural changes in the lungs. Here, we
demonstrated that a hyperpolarized (HP) [1-13C] pyruvate
MRI-based biomarker can predict lung rejection earlier than microCT
in an orthotopic rat lung transplantation model.Methods
Methods: Left
lung allografts (rejected) or syngeneic isografts (non-rejected) were
transplanted from Fischer to Fischer rats (n= 5, mass= 270±47g),
or Wistar Furth to Wistar Furth rats (n= 5, mass= 291±31g),
respectively. A triple axis precision system was used to place
intrathoracically and stabilize the vascular clips to clamp the
bronchovascular structures, thereby avoiding interference with either
the heart or contralateral lung movement. A single-suture bronchial
anastomosis technique and proximal cuffing approach was used, as
previously reported [3]. Animals were monitored post-surgery to
assess recovery. Gated micro-computed tomography (μCT)
(current= 60mA, voltage= 40kV, reconstructed isotropically at 200 um)
was performed on days 0, 3, 7, and 14 to detect structural and
ventilation changes. Lungs were segmented using ITK-SNAP to obtain
volume and tissue density. HP [1-13C]-pyruvate MR imaging
was performed on days 3, 7 and 14. Animals were imaged while supine
in a 4.7T magnet (Varian Inc.). HP [1-13C]-pyruvate
(28.6mg, 15mM OX063, 1.5mM Dotarem Gd) was polarized using a
HyperSense DNP polarizer, and ~1.2mL (4mL/kg, 80mM) of HP agent was
injected via the tail vein over 6s. HP [1-13C]-pyruvate
chemical shift imaging (CSI) was performed using a 2D slice selective
phase-encoded FID-CSI sequence, as previously reported (TR/TE=
35.7/0.35ms, α= 9°, FOV= 45x45x15mm3) [4]. Spectra were
reconstructed, processed and analyzed using custom MATLAB scripts.Results
Figure 1 shows
representative slices from CT scans on days 0, 3, 7, and 14. By day
3, native (right) lung ventilation in both cohorts was almost fully
recovered. By day 7, the non-rejected cohort has complete
ventilation, whereas the rejected cohort has no ventilation in the
transplanted lung. Figure 2 shows the quantified parameters obtained
from the segmented lung CT’s: native lungs in both cohorts are not
significantly different on days 3 or 7. Figure 3 shows representative
HP pyruvate and HP lactate maps of rejected and non-rejected cohorts
on days 3 and 7. Hyperperfusion (via HP pyruvate distribution) is
observed on day 3 in both cohorts; by day 7, however, the
non-rejected cohort exhibits normal perfusion, whereas the pyruvate
is primarily shunted towards the healthy native lung in the rejected
cohort. HP lactate is elevated in both lungs on day 3 in the rejected
cohort, but remains significantly elevated in the transplanted lung
despite minimal perfusion. In comparison, the lactate distribution
has returned to baseline in both lungs in the non-rejected cohort, as
reflected in their respective lactate-to-pyruvate ratios (figure 4).
On day 3, lactate-to-pyruvate is significantly greater in the native
lungs of the rejected cohort (0.16±0.08)
compared to those of the non-rejected cohort (0.08±0.03)
. More importantly, the
lactate-to-pyruvate ratio in the rejected transplanted lung
(0.20±0.05)
is much greater than any other lung, and significantly different (p =
0.013) from the transplanted lung in the non-rejected cohort
(0.11±0.04).
By day 7, the rejected lung has a lactate-to-pyruvate of 0.41±0.15,
which is at least 2.7-fold higher than the next cohort, suggesting
full rejection on day 7. Figure 5 shows immunohistochemistry stained
slides for T-cell proliferation in both rejected and non-rejected
cohorts, suggesting a possible source of the elevated lactate signal.Discussion
CT results show little difference in transplanted lungs between
cohorts on day 3, suggesting that in this model CT imaging is unable
to predict rejection this early. The elevated pyruvate signal in the
native lungs of the rejected and non-rejected transplantations was
most likely due to increased perfusion as blood flow was shunted from
the recently transplanted left lung to the healthy right lung.
Although lactate signal was elevated in the native lung in both
cases, the lactate-to-pyruvate ratio was comparable to that of both
lungs in the non-rejected cohort. However, both lactate signal and
lactate-to-pyruvate ratio in the transplanted lung was significantly
elevated in the rejected cohort (~1.5-fold on day 3, ~2.7-fold on day
7) compared to the non-rejected cohort. The source of this increased
lactate-to-pyruvate is most likely a combination of hypoxia,
inflammation, and early rejection on day 3, whereas it may be
primarily driven by the activated CD8+ T-cells by day 7, as suggested
by the IHC staining.Conclusions
This study
demonstrated that the lactate-to-pyruvate ratio derived from HP
[1-13C]-pyruvate MRI can be used as a potential metabolic
biomarker to assess the recovery of both native and transplanted
lungs post-transplantation.Acknowledgements
No acknowledgement found.References
[1] Naka, et al. cAMP-Mediated Vascular Protection in an
Orthotopic Rat Lung Transplant Model. Circulation Research, 1996.
[2] de Perrot, et al. Effect of ventilator-induced lung injury on the
development of reperfusion injury in a rat lung transplant model.
Cardiothoracic Transplantation, 2002.
[3] Habertheuer, et al. Innovate, simplified orthotopic lung
transplantation in rats. Journal of Surgical Research, 2013.
[4] Pourfathi, et al. In-vivo Assessment of Lung Injury Using
Hyperpolarized Carbon-13 MRI in a Two-hit Model of Acid Aspiration
and VILI. ISMRM, Singapore, 2016.
[5] H. Shaghaghi et
al., “Metabolic spectroscopy of inflammation in a bleomycin-induced
lung injury model using hyperpolarized 1-13C pyruvate,” NMR
Biomed., vol. 27, no. 8, pp. 939–947, Aug. 2014.