Pradeep Kumar1, Rajeev Kumar2, Sanjay Thulkar3, Sanjay Sharma4, Maroof Ahmad Khan5, and Virendra Kumar1
1NMR and MRI Facility, AIIMS, New Delhi, India, 2Urology, AIIMS, New Delhi, India, 3Radiology , IRCH, AIIMS, New Delhi, India, 4Radiadiagnosis,RPC, AIIMS, New Delhi, India, 5Biostatistics, AIIMS, New Delhi, India
Synopsis
Keywords: Prostate, Blood, Metabolomics
Prostate cancer (PCa)
with metastases remains incurable diseases requiring early diagnosis and
effective treatments. To investigate and integrate the blood plasma
metabolomic profiles with clinical parameters to distinguish PCa patients with metastasis
from those without bone metastasis using 1H-NMR spectroscopy for
establishing potential biomarker/s.
Significant changes in liver enzyme ALP, ALT, and AST levels were observed
in metastatic PCa. Pathway analysis revealed dysregulation of nitrogen and
carbon metabolism. The discovery of metabolites in blood associate with
clinical parameters for understanding PCa related pathophysiological mechanisms
of bone and liver metastases.
Introduction
Metastatic prostate cancer (PCa), remains
incurable with a 5-year survival rate of 30%. The most common metastatic sites are
bone (84%), distant lymph nodes (10.6%), liver (10.2%), and thorax (9.1%) etc1. PCa patients are more prone to liver and bone metastasis
because in these patients elevated levels of liver function tests and these
liver enzymes more specific for pathological changes in liver and bones2. Sensitive
and specific diagnostic and prognostic tumor biomarker/s for PCa bone metastases
will help in clinical management. Thus, the present study is based
on 1H-NMR, investigates and integrated for the differences in the
metabolic profiling of blood plasma and clinical parameters PCa patients with
bone metastases and non-metastases
Method
Total 50 subjects
included in this study. Blood samples were collected from bone metastases
PCa patients [(n = 20 mean age: 63.5 ±10.0 years; PSA: 134.3 (43.95-1360) ng/mL;
GS (7-10)] and PCa patients without metastases [(n =30, mean age: 67 ± 8.3 years;
PSA: 14.67 (5.02-111.90) ng/mL); GS (6-9)], in morning pre-prandial after
overnight fasting.
Liver function tests, liver enzyme (ALP, ALT &AST), proteins and
ratio were obtained. Each blood sample was centrifuged at 5000 rpm for 10 minutes
at 4°C and plasma was separated and stored at -80°C until NMR
experiments were carried out. Proton spectra of blood plasma samples were
carried out at 700 MHz spectrometer (Agilent, USA) using 1D CPMG with pre-saturation.
The following parameters were used for 1D NMR experiment: 64 scans with a 70s
relaxation delay and a spectral
width of 9124.1 Hz with an echo
time of 15ms. 2D TOCSY and COSY experiment were carried out for
assignments of metabolite peaks. Metabolites
levels were compared in two groups using unpaired Man Whitney U test. A
p-value <0.05 was considered significant. Univariate (ROC) curve analysis
and multivariate (OPLS-DA and VIP) score statistical and pathway analysis were carried
out using MetaboAnalyst 5.0.
Result
Figure
1 shows the representative 1D-CPMG 1H spectrum of blood plasma
sample of a PCa patient with metastases (A) and from patient without metastases
(B). In all, 24 metabolites were assigned using 1D and 2D NMR. NMR based metabolomics profile
analysis. VIP score and AUC are shown in Figure1. Significantly higher
concentration 3HOB, lactate, alanine, acetate, acetoacetate, glutamate, pyruvate,
glutamine, DMA, creatine, phosphocreatine, choline, GPC, glycine, creatinine, glucose
and betaine was found in metastases PCa as compared to non-metastases patients
(Table 1). Furthermore analysis, statistically significant difference between alanine
transaminase (ALT) and aspartate transaminase (AST), alkaline phosphatase (ALP)
in patients (Table 2). Heatmap correction (liver enzyme, proteins ratio) and Box
& whisker plots (ALT, AST and ALP) presentation are shown in Figure2. Pathway
enrichment analysis using the KEGG and SMPDB revealed potential involvement of nitrogen
and carbon metabolism in PCa (Figure3).
Discussion
The present study revealed
significantly higher concentration of Alanine,
pyruvate, glutamine and glutamate in blood plasma of PCa patients with metastases
as compared to non-metastases. Accordingly, enzyme ALT, AST and ALP higher levels were directly
correlated to disease severity and prognosis1. An increase in AST levels may indicate
liver damage, disease or muscle damage. Both alanine and aspartate aminotransferases catalyze
the conversion of alpha-ketoglutarate and amino acid to glutamate and another
product. In the case of ALT, the amino acid and product are alanine and
pyruvate2. In the case of AST, the amino acid and product are
aspartate and oxaloacetate and both are involved in TCA and urea cycle of the
hepatic cells. Altered ALT and AST enzymes may change the
carbon and nitrogen metabolism3. ALP is an enzyme found in the liver and bone and is
important for breaking down proteins4. Thus, ALP may be an indicator of bone metastatic tumor load5.
A higher level of ketone body acetoacetate,
acetate and 3HOB were seen in bone
metastases PCa patients. These are produced by liver
from fatty acids oxidation and converted into acetyl CoA, which then enters the
TCA cycle. Higher level of acetate
may be reflecting increased utilization of lipid demands to meet the energy
requirements for cell growth and proliferation in metastatic cancer cells6.
A significantly increased
concentration of membrane metabolite choline, GPC, betaine and DMA in bone
PCa patients with metastases indicating a higher
proliferation of metastatic PCa cells. Furthermore, alteration of glucose metabolism (glucose and lactate)
energy metabolism (creatine, phosphocreatine, creatinine), and nucleic
acid metabolism (glycine) were observed in bone metastases with PCa patients7.
These metabolic reprogramming of the amino acids, glycolysis, Krebs cycle and interconnected
with fatty acids, ketone body and nucleic acid metabolism. Altered nitrogen and
carbon metabolism were found from our data being present between the
top-enriched pathways in patients.
Conclusion
This preliminary study
demonstrated that NMR based integrated metabolomics with clinical parameters may
be useful for distinguishing metastases PCa patients and non- metastases
patients. Further our
results provided a better
understanding of the metabolic pathway alterations through changes in amino
acids, ketone bodies, phospholipids, and energy metabolites with may be
associated cell growth and progression to lethal conditions of the patients. The
variations found in the blood plasma metabolomic may reflect a more complex
systemic perturbation induced by bone metastases, which might affect carbon and
nitrogen metabolism in liver. Acknowledgements
ICMR-RA for the Fellowship (Code No. 2020-8295)References
1.
Gandaglia
G, Abdollah F, Schiffmann J et al. Prostate. 2014;74(2):210-216.
2.
Huang XJ,
Choi YK, Im HS et al.Sensors (Basel). 200, 31;6(7):756–82.
3.
McGill MR.
EXCLI J. 2016, 15; 15:817-828.
4.
Moussa M,
Chakra MA. J Surg Case Rep. 2019 10;2019(10):rjz291.
5.
Lorente JA,
Morote J, Raventos C et al. J Urol. 1996;155(4):1348-1351.
6.
Salciccia
S, Capriotti AL, Laganà A, et al . Int J Mol Sci. 2021;22(9):4367.
7.
Giskeødegård
GF, Hansen AF Bertilsson H et al. Bri
J Cancer. 2015; 113(12):1712–1719.