D G Gadian’s research while affiliated with Great Ormond Street Hospital for Children NHS Foundation Trust and other places

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Publications (354)


First-in-human in-vivo depiction of paraganglioma metabolism by hyperpolarised 13C-magnetic resonance
  • Article

September 2023

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62 Reads

BJR|case reports

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Myuri Moorthy

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Lorna Smith

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[...]

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Shonit Punwani

Phaeochromocytomas (PCC) and paragangliomas (PGL), cumulatively referred to as PPGLs, are neuroendocrine tumours arising from neural crest-derived cells in the sympathetic and parasympathetic nervous systems. Predicting future tumour behaviour and the likelihood of metastatic disease remains problematic as genotype–phenotype correlations are limited, the disease has variable penetrance and, to date, no reliable molecular, cellular or histological markers have emerged. Tumour metabolism quantification can be considered as a method to delineating tumour aggressiveness by utilising hyperpolarised ¹³ C-MR (HP-MR). The technique may provide an opportunity to non-invasively characterise disease behaviour. Here, we present the first instance of the analysis of PPGL metabolism via HP-MR in a single case.


FIGURE 4: Example of the mpMRI data from a subject with PCa. (Left to right) (a) T2-weighted image (T2W), (b) diffusion-weighted Image (DWI)-b2000, (c) apparent diffusion coefficient (ADC) map and (d) dynamic contrast-enhanced MRI (DCE). In each image, the tumor location is outlined with red arrows.
FIGURE 6: Signal intensity images for [1-13 C] pyruvate and [1-13 C] lactate (subject 2) were overlaid on a selected 1 H T 2 W MR slice (slice 5 from Fig. 5) showing measurements up to 91 seconds post-injection of hyperpolarized [1-13 C] pyruvate.
FIGURE 7: Signal-to-noise time courses for pyruvate (blue) and lactate (red) for the (a) tumor site (time course shown in b) and (c) a healthy tissue area (time course shown in d) for subject 2. The regions analyzed included (a) the tumor and (c) the healthy transition zone (TZ). The area-under-the-curve (AUC) ratios calculated from the lactate to pyruvate time courses are shown (LP AUC ratio), as well as the forward rate constant (k P ) for a one directional kinetic model was also derived for both the healthy and tumorous regions. The metrics were then tabulated (e).
Correlation Between Empirical and Simulated Signals Using ME-bSSFP at Δf = 0 Hz and Δf = À385 Hz
Quantification of Prostate Cancer Metabolism Using 3D Multiecho bSSFP and Hyperpolarized [1-13 C] Pyruvate: Metabolism Differs Between Tumors of the Same Gleason Grade
  • Article
  • Full-text available

October 2022

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139 Reads

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12 Citations

Journal of Magnetic Resonance Imaging

Background: Three-dimensional (3D) multiecho balanced steady-state free precession (ME-bSSFP) has previously been demonstrated in preclinical hyperpolarized (HP) 13 C-MRI in vivo experiments, and it may be suitable for clinical metabolic imaging of prostate cancer (PCa). Purpose: To validate a signal simulation framework for the use of sequence parameter optimization. To demonstrate the feasibility of ME-bSSFP for HP 13 C-MRI in patients. To evaluate the metabolism in PCa measured by ME-bSSFP. Study type: Retrospective single-center cohort study. Phantoms/population: Phantoms containing aqueous solutions of [1-13 C] lactate (2.3 M) and [13 C] urea (8 M). Eight patients (mean age 67 ± 6 years) with biopsy-confirmed Gleason 3 + 4 (n = 7) and 4 + 3 (n = 1) PCa. FIELD STRENGTH/SEQUENCES: 1 H MRI at 3 T with T2 -weighted turbo spin-echo sequence used for spatial localization and spoiled dual gradient-echo sequence used for B0 -field measurement. ME-bSSFP sequence for 13 C MR spectroscopic imaging with retrospective multipoint IDEAL metabolite separation. Assessment: The primary endpoint was the analysis of pyruvate-to-lactate conversion in PCa and healthy prostate regions of interest (ROIs) using model-free area under the curve (AUC) ratios and a one-directional kinetic model (kP ). The secondary objectives were to investigate the correlation between simulated and experimental ME-bSSFP metabolite signals for HP 13 C-MRI parameter optimization. Statistical tests: Pearson correlation coefficients with 95% confidence intervals and paired t-tests. The level of statistical significance was set at P < 0.05. Results: Strong correlations between simulated and empirical ME-bSSFP signals were found (r > 0.96). Therefore, the simulation framework was used for sequence optimization. Whole prostate metabolic HP 13 C-MRI, observing the conversion of pyruvate into lactate, with a temporal resolution of 6 seconds was demonstrated using ME-bSSFP. Both assessed metrics resulted in significant differences between PCa (mean ± SD) (AUC = 0.33 ± 012, kP = 0.038 ± 0.014) and healthy (AUC = 0.15 ± 0.10, kP = 0.011 ± 0.007) ROIs. Data conclusion: Metabolic HP 13 C-MRI in the prostate using ME-bSSFP allows for differentiation between aggressive PCa and healthy tissue. Evidence level: 2 TECHNICAL EFFICACY: Stage 1.

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A reproducible dynamic phantom for sequence testing in hyperpolarised 13 C-magnetic resonance

March 2022

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53 Reads

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3 Citations

The British journal of radiology

Objectives To develop a phantom system which can be integrated with an automated injection system, eliminating the experimental variability that arises with manual injection; for the purposes of pulse sequence testing and metric derivation in hyperpolarised ¹³ C-MR. Methods The custom dynamic phantom was machined from Ultem and filled with an NADH and LDH mixture dissolved in phosphate buffered saline. Hyperpolarised [1- ¹³ C]-pyruvate was then injected into the phantom (n = 8) via an automated syringe pump and the conversion of pyruvate to lactate monitored through a 13C imaging sequence. Results The phantom showed low coefficient of variation for the lactate to pyruvate peak signal heights (11.6%) and dynamic area-under curve ratios (11.0%). The variance for the LDH enzyme rate constant (kP) was also seen to be low at 15.6%. Conclusion The dynamic phantom demonstrates high reproducibility for quantification of 13C-hyperpolarised MR derived metrics. Establishing such a phantom is needed to facilitate development of hyperpolarsed ¹³ C-MR pulse sequenced; and moreover, to enable multi site hyperpolarised ¹³ C-MR clinical trials where assessment of metric variability across sites is critical. Advances in knowledge The dynamic phantom developed during the course of this study will be a useful tool in testing new pulse sequences and standardisation in future hyperpolarised work.


Sir Rex Edward Richards. 28 October 1922—15 July 2019

March 2021

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12 Reads

Biographical Memoirs of Fellows of the Royal Society

Rex Richards was renowned for his research in the field of nuclear magnetic resonance (NMR). Very early on, in the late 1940s, when NMR was in the domain of physicists, he foresaw that the technique might play an important role in chemistry. He embarked on a highly successful research career in which he combined the design and development of new NMR spectrometers with novel applications, initially in chemistry and subsequently in the biological sciences. One major outcome was the establishment of the Oxford Enzyme Group's NMR research programme. Another was the development of ³¹ P NMR spectroscopy as a non-invasive method of probing the biochemistry of intact biological tissue. Rex was an outstanding teacher and mentor. He also had highly impressive administrative skills, as recognized through successive appointments at the University of Oxford as head of the Physical Chemistry Department, then warden of Merton College and finally vice-chancellor. He was subsequently appointed director of the Leverhulme Trust and became widely respected in the arts world, as reflected by his remarkable array of committee memberships at the National and Tate Galleries.


Fig. 1. Participants' behavioural scores (A) Grooved Pegboard; (B) Rotary Pursuit -average time-on-target in each block, bars represent ± 1 standard error; (C) DASH (transformed into z-scores), and; (D) VMI (transformed into z-scores). Red horizontal lines represent the population average. (For interpretation of the references to colour in this figure legend, the reader is referred to the web version of this article.)
Whole-brain VBM of grey matter for contrast 'controls > patients'
Automated volumetry of subcortical structures.
Structure-function relationships.
Volume reduction of caudate nucleus is associated with movement coordination deficits in patients with hippocampal atrophy due to perinatal hypoxia-ischaemia

October 2020

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108 Reads

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14 Citations

NeuroImage Clinical

Acute sentinel hypoxia-ischaemia in neonates can target the hippocampus, mammillary bodies, thalamus, and the basal ganglia. Our previous work with paediatric patients with a history of hypoxia-ischaemia has revealed hippocampal and diencephalic damage that impacts cognitive memory. However, the structural and functional status of other brain regions vulnerable to hypoxia-ischaemia, such as the basal ganglia, has not been investigated in these patients. Furthermore, it is not known whether there are any behavioural sequelae of such damage, especially in patients with no diagnosis of neurological disorder. Based on the established role of the basal ganglia and the thalamus in movement coordination, we studied manual motor function in 20 participants exposed to neonatal hypoxia-ischaemia, and a group of 17 healthy controls of comparable age. The patients’ handwriting speed and accuracy was within the normal range (Detailed Assessment of Speed of Handwriting), and their movement adaptation learning (Rotary Pursuit task) was comparable to the control group’s performance. However, as a group, patients showed an impairment in the Grooved Pegboard task and a trend for impairment in speed of movement while performing the Rotary Pursuit task, suggesting that some patients have subtle deficits in fine, complex hand movements. Voxel-based morphometry and volumetry showed bilateral reduction in grey matter volume of the thalamus and caudate nucleus. Reduced volumes in the caudate nucleus correlated across patients with performance on the Grooved Pegboard task. In summary, the fine movement coordination deficit affecting the hand and the wrist in patients exposed to early hypoxic-ischaemic brain injury may be related to reduced volumes of the caudate nucleus, and consistent with anecdotal parental reports of clumsiness and coordination difficulties in this cohort.


Residual hippocampal subregions disrupt spatial perception and recall in developmental amnesia

July 2020

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227 Reads

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1 Citation

The hippocampus is critical for cognitive memory and spatial processing but what are the specific functions of the different hippocampal subregions in humans? Can we provide evidence of functional correlations between cognitive performance and volumes of residual hippocampal subregions in patients with hippocampal damage? Here, we studied a large cohort of patients with Developmental Amnesia. These patients present with severe, bilateral damage to the hippocampus resulting from neonatal exposure to hypoxic-ischemic episodes. We used magnetic resonance imaging to estimate the volume of three hippocampal subregions: the Uncus, the Subiculum, and the CA-fields-dentate gyrus. We show that the level of volume reduction of the Uncus correlates positively with recall performance in patients. Also, we show that the level of volume reduction of the Subiculum correlates positively with spatial performance in patients. Altogether, these paradoxical findings suggest that following hippocampal damage of early onset, the brain is more likely to compensate for hippocampal function when the damage is more severe.


Mutations in thyroid hormone receptor α1 cause premature neurogenesis and progenitor cell depletion in human cortical development

October 2019

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185 Reads

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32 Citations

Proceedings of the National Academy of Sciences

Significance Thyroid hormone deficiencies are the most common preventable causes of intellectual disability. We report that mutations in the thyroid hormone receptor α1 gene ( THRA ) that result in intellectual disability also reduce brain size. Using human THRA mutation stem cell models, we studied the impact of THRA mutations on human brain development by combining quantitative lineage analysis, gene expression analyses, and novel assays of neuroepithelium formation. We found that THRA regulates the balance between progenitor self-renewal and neurogenesis, and thus overall brain size. Importantly, these in vitro results are consistent with in vivo evidence from magnetic resonance imaging of people with these mutations, advancing our understanding of thyroid hormone action in human brain development.


Figure 1: (a)(Medial Lateral Oblique) MLO and (b) (Cranio-caudal) CC mammographic views of the right breast demonstrating extensive malignant micro calcification (outlined with white arrowheads) and an ill-defined mass (red star) on the MLO view.
Figure 2. Corresponding sonographic image shows an irregular hypoechoic 2 cm likely malignant mass (a) with likely pathological right axillary lymph node (b).
Figure 5. HP-MRI: (a) Coronal T 2 weighted image with spectroscopic grid. The black square over the tumour denotes the location of the four spectra presented in (b). (b) Four spectra across the black square in the tumour area acquired 25 sec after injection. (c) Summed spectrum, derived from the addition of the four spectra (b) across the tumour, with the [1-13 C] pyruvate signal (~171 ppm), the [1-13 C] pyruvate-hydrate signal (~179 ppm) and [1-13 C]-lactate signal (~184 ppm).
Figure 6 shows the summed 13 C spectrum from the region of interest (4 voxels) in the tumour acquired at 6 different points after the injection: 1 st measurement at 25 seconds, 2 nd measurement at 35 seconds, 3 rd measurement at 45 seconds, 4 th measurement 55 seconds, 5 th measurement 65 seconds, 6 th measurement 75 seconds. Figure 6b illustrates the temporal
Figure 6. (a) Six summed spectra acquired at six different points after the injection: first measurement at 25 sec, second measurement at 35 sec, third measurement at 45 sec, fourth measurement at 55 sec, fifth measurement at 65 sec, sixth measurement 75 sec. (b) The peak areas of lactate and pyruvate over time. The pyruvate peak area was divided by four for ease of view.
Hyperpolarised 13c magnetic resonance imaging: a new horizon for non-invasive diagnosis of aggressive breast cancer

May 2019

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121 Reads

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14 Citations

BJR|case reports

Hyperpolarised ¹³ C MRI (HP-MRI) is a novel imaging technique that allows real-time analysis of metabolic pathways in vivo. ¹ The technology to conduct HP-MRI in humans has recently become available and is starting to be clinically applied. As knowledge of molecular biology advances, it is increasingly apparent that cancer cell metabolism is related to disease outcomes, with lactate attracting specific attention. ² Recent reviews of breast cancer screening programs have raised concerns and increased public awareness of over treatment. The scientific community needs to shift focus from improving cancer detection alone to pursuing novel methods of distinguishing aggressive breast cancers from those which will remain indolent. HP-MRI offers the opportunity to identify aggressive tumour phenotypes and help monitor/predict therapeutic response. Here we report one of the first cases of breast cancer imaged using HP-MRI alongside correlative conventional imaging, including breast MRI.


Figure 2. (a) Axial T 2 weighted turbo spin echo MRI through kidney. Renal tumor (arrows) and normal-appearing renal tissue (arrow head) are shown. (b) 1 cm thick axial slice of kidney at the level of the renal hilum and 15 tissue samples (1-10 tumor samples and 11-15 non-tumor samples). Images from 13 C CSI first acquisition (c-f). (c) Corresponding spectra of the arrowed region on (b) (region 5). The spectrum shows prominent signals from lactate (left) and pyruvate (right). (d) Interpolated hyperpolarized 1-[ 13 C] pyruvate map overlaid on T 2 weighted turbo spin echo MRI. (e) Interpolated hyperpolarized 1-[ 13 C] lactate map overlaid on T 2 weighted turbo spin echo MRI. (f) Interpolated hyperpolarized 1-[ 13 C] lactate/ pyruvate map overlaid on T 2 weighted turbo spin echo MRI. Bottom row depicts intratumoral heterogeneity of; pyruvate delivery (d), pyruvate to lactate metabolic conversion (e) and the ratio of lactate to pyruvate map (f) (a.u.). CSI, chemical shift imaging.
Figure 3. (a) Bar chart of liquid chromatography-mass spectrometry analysis. The graph depicts liquid chromatographymass spectrometry analysis of the multiregional samples from the tumor. The highest level of lactate accumulation was found in region 5 (red bar) in consistence with the findings of hyperpolarized 1-[ 13 C] lactate map (Figure 2e, red arrow). Colored bars correspond to colored circles in Figure 2b. (b) Box and whisker plot of liquid chromatography-mass spectrometry analysis of the multiregional samples from tumor and non-tumor areas. The median and interquartile range of the weight of lactate per sampled area was 3.7 μg/mg of tissue wet weight and 0.89 for tumor samples and 2.4 μg/mg of tissue wet weight and 0.18 for non-tumor samples respectively (p = 0.002). The boundaries of the box show 25th and 75th percentiles, and the line within the box is the median. Whiskers show 10th and 90th percentiles.
First-in-human in vivo non-invasive assessment of intra-tumoral metabolic heterogeneity in renal cell carcinoma

March 2019

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133 Reads

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50 Citations

BJR|case reports

Intratumoral genetic heterogeneity and the role of metabolic reprogramming in renal cell carcinoma have been extensively documented. However, the distribution of these metabolic changes within the tissue has not been explored. We report on the first-in-human in vivo non-invasive metabolic interrogation of renal cell carcinoma using hyperpolarized carbon-13 (13C) MRI and describe the validation of in vivo lactate metabolic heterogeneity against multi regional ex vivo mass spectrometry. hyperpolarized carbon-13 (13C)-MRI provides an in vivo assessment of metabolism and provides a novel opportunity to safely and non-invasively assess cancer heterogeneity.


Table 3 : Summary of developmental milestones in patients
Table 4 : Summary of neuropsychological parameters in patients
Figure 6:
N-Acetylaspartate/Total Creatine (NAA/Cr) ratio measured by MRS
Mutations in thyroid hormone receptor α1 cause premature neurogenesis and progenitor cell depletion in human cortical development

January 2019

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210 Reads

Mutations in the thyroid hormone receptor α 1 gene (THRA) have recently been identified as a cause of intellectual deficit in humans. Patients present with structural abnormalities including microcephaly, reduced cerebellar volume and decreased axonal density. Here, we show that directed differentiation of THRA mutant patient-derived iPSCs to forebrain neural progenitors is markedly reduced, but mutant progenitor cells can generate deep and upper cortical layer neurons and form functional neuronal networks. Quantitative lineage tracing shows that THRA mutation-containing progenitor cells exit the cell cycle prematurely, resulting in reduced clonal output. Using a novel micropatterned chip assay, we find that spatial self-organisation of mutation-containing progenitor cells is impaired, consistent with downregulated expression of cell-cell adhesion genes. These results reveal for the first time that thyroid hormone receptor α1 is required for normal neural progenitor cell proliferation and organisation in human cerebral cortical development. They also exemplify novel quantitative approaches for studying neurodevelopmental disorders using patient-derived cells in vitro.


Citations (73)


... Increased tumour epithelial cell density, not lactate abundance, explains the ability of HP-13 C-MRI to distinguish PCa from the benign prostate Our first step in the biological validation of HP-13 C-MRI was aimed at dissecting the specific mechanisms behind its ability to detect PCa by distinguishing it from the healthy prostate. In the HP-13 C-MRI cohort, both hyperpolarised [1-13 C]pyruvate and [1-13 C]lactate were measured in histopathologically-proven tumour areas (n = 13) (P < 0.001 for both; Fig. 2b) which corresponded to local metabolic hotspots on k PL maps (P < 0.001; Supplementary Fig. 1a) and were in line with similar findings described in prior clinical reports 3,4,30 . A similar trend was noted in the DESI-MSI cohort, where the whole-core measurements of absolute lactate abundance were significantly higher in tumour samples compared to benign specimens (P < 0.0001; Fig. 2c), in keeping with prior studies using bulk MSI 31,32 . ...

Reference:

Metabolic imaging across scales reveals distinct prostate cancer phenotypes
Quantification of Prostate Cancer Metabolism Using 3D Multiecho bSSFP and Hyperpolarized [1-13 C] Pyruvate: Metabolism Differs Between Tumors of the Same Gleason Grade

Journal of Magnetic Resonance Imaging

... Dynamic phantoms that aim to mimic metabolite kinetics have also been developed (79)(80)(81), and have the potential to more closely mimic the HP experiment, but so far these are not widely used. ...

A reproducible dynamic phantom for sequence testing in hyperpolarised 13 C-magnetic resonance
  • Citing Article
  • March 2022

The British journal of radiology

... 121,125,134 For example, the Carollia striatum has a distinct caudate nucleus and putamen separated by an internal capsule (Figure 2), as seen in the primate brain. 121,124 The caudate nucleus is a structure associated with motor function [135][136][137] and reward recognition, [138][139][140][141] and is a known target of Alzheimer's disease (AD) and Parkinson's disease (PD). [142][143][144][145][146] The putamen is heavily affected in neurodegenerative disease as well. ...

Volume reduction of caudate nucleus is associated with movement coordination deficits in patients with hippocampal atrophy due to perinatal hypoxia-ischaemia

NeuroImage Clinical

... The availability of a large cohort of patients with hippocampal damage caused by early life hypoxia/ischaemia enabled us to document the relationship between degree of hippocampal atrophy and extent of deficit in recall, but not recognition (Patai et al., 2015). Importantly, we recently discovered that the deficit in recall is specific to the integrity of the anterior region of the hippocampus, namely, the uncus (Chareyron, Bastos, Buck, Saunders, Mishkin, Gadian and Vargha-Khadem, 2020). Here, we observed an inverse relationship between memory recall and residual uncal volumes in a uniquely large group of patients with developmental amnesia. ...

Residual hippocampal subregions disrupt spatial perception and recall in developmental amnesia

... The levels of plasma TH in Xenopus liaevis tadpole were elevated during metamorphosis climax (Shi et al., 1996). T3 primarily affects biological metabolism via TH receptors (TR) in all vertebrates (Cheng et al., 2010;Krieger et al., 2019;Shi, 2021). TR double knockout (TRDKO) in Xenopus tropicalis tadpoles with or without T3 treatment revealed that TR is extremely important to coordinate the effects of T3 on metamorphosis (Wang et al., 2023). ...

Mutations in thyroid hormone receptor α1 cause premature neurogenesis and progenitor cell depletion in human cortical development

Proceedings of the National Academy of Sciences

... Although it has been shown that a basic 2D MRSI approach based on phase encoding and FID readout can be successfully applied for HP 13 C imaging in breast (15) and kidney (13), major advantages in terms of spatiotemporal resolution and coverage have been realized using tailored approaches based on metabolite-specific imaging (43,62) and chemical shift encoding (43), which have facilitated multi-slice or 3D dynamic acquisitions over large FOVs in the abdomen (4,37,46). The significant respiratory motion encountered in these regions can directly blur 13 C images, and has further favored these rapid acquisition strategies. ...

Hyperpolarised 13c magnetic resonance imaging: a new horizon for non-invasive diagnosis of aggressive breast cancer

BJR|case reports

... On the other side, Hakimi et al. 52 and Li et al. 53 identified how ccRCC metabolic clusters are linked to tumour stages and to survival outcomes, but they have only addressed intertumoral rather than intratumoural heterogeneity. Applying HP 13 C-MRI, Tran et al. 54 reported the highest lactate determined on mass spectrometry (MS) corresponding to the highest 13 C-lactate signal within a single ccRCC, but have not investigated intratumoural variation of grades or investigated metabolism beyond pyruvate-tolactate conversion. ...

First-in-human in vivo non-invasive assessment of intra-tumoral metabolic heterogeneity in renal cell carcinoma

BJR|case reports

... Among cyanotic congenital heart diseases, Transposition of the Great Arteries (TGA) is one of the most common diseases with incidence of 0.2 to 0.3/1000 births. After birth the cyanotic complications of the TGA become life threatening and should be treated that 50% of the fetus die within the first month without treatment [1]. TGA is usually associated with high risk of hypoxia and ischemia which may result in brain injury in new born patients. ...

D2.4 Reduced grey matter concentrations in infants with transposition of the great arteries
  • Citing Conference Paper
  • October 2017

Archives of Disease in Childhood

... Subsequent cohort studies examined children with specific HI aetiologies, including children treated for acute hypoxemic respiratory failure (AHRF; Cooper et al., 2015), and children treated during the neonatal period for transposition of the great arteries (TGA) using a corrective arterial switch operation (Muñoz-López et al., 2017). A substantial number of those patients (45% in Cooper et al., 2015;33% in Muñoz-López et al., 2017) showed marked memory impairments (defined by clinical criteria using standardised tests), and on the group level, this was associated with significant reduction in bilateral hippocampal volume, on a background of otherwise normal cognitive and neurological outcome. ...

Hippocampal damage and Memory Impairment in Congenital Cyanotic Heart Disease: Hippocampal-dependent memory loss in cyanotic heart disease

Hippocampus

... In humans, hypoxic-ischemic events experienced early in life can damage specific subcortical brain structures such as the hippocampus, the basal ganglia, and the thalamus (Caine & Watson, 2000;de Vries & Groenendaal, 2010;Dzieciol et al., 2017;Gadian et al., 2000;Guderian et al., 2015;Sie et al., 2000). White matter (WM) abnormalities have also been found in newborns with hypoxicischemic encephalopathy Gao et al., 2012;Porter et al., 2010), and these abnormalities can persist into adolescence (Nagy et al., 2005). ...

Hippocampal and diencephalic pathology in developmental amnesia

Cortex