Metformin is one of the most used hyperglycemic control therapeutics in patients with diabetes, although the exact mechanism of action is still not fully understood (1,2). Metformin is the preferred antihyperglycemic drug in patients with type 2 diabetes; its use in patients with type 1 diabetes is limited however (3,4). A potential serious side effect of metformin treatment is lactic acidosis, which has reduced the applicability in renal-impaired patients; however, this has been questioned recently (5,6). These together support further investigations of, first, the exact mechanism of action and, second, the noninvasive methods for monitoring the treatment, in particular the organ-specific modulations imposed by metformin and their complex interorgan interactions, which historically have been especially difficult to assess.

This is particularly true in diseases where several organs are simultaneously affected, such as the cardio-renal syndrome, where dysfunction of one organ affects the other and vice versa and where the use of pharmacological interventions in the treatment of one organ can have detrimental effects on the other and vice versa (7,8). Thus the understanding of the organ-specific phenotypic characteristics in diabetes and the therapy-induced alterations is essential in the development of new treatments.

In this issue of Diabetes, the study by Lewis et al. (9) demonstrates that a metformin-induced redox change and following redistribution of the lactate and pyruvate pools via lactate dehydrogenase (LDH), which reflect a shift in the cosubstrates [NAD+]:[NADH], products [lactate]:[pyruvate], LDH concentration, and/or activation or inhibition of LDH itself, are directly monitored both acutely and chronically, with similar reprogrammed metabolic patterns.

Interestingly, the study finds an organ-specific metabolic pattern with an increased lactate production in the liver compared with the heart and potentially more important an increased lactate production following acute infusion of metformin (45 min prior to the examination), which was sustained during the full chronic period of 4 weeks of oral metformin treatment.

The study indicates that metformin reduces the glucogenic pathway (increased lactate pool) and in turn that no aerobic alterations are observed. Thus in spite of the acute and chronic metformin treatment–induced metabolic shift, both the liver and heart maintain normal oxidative metabolism. The whole-cell [NAD+]:[NADH] do not reflect the altered redox state, whereas a tendency to redox alterations was seen in the mitochondrial [acetoacetate]:[β-hydroxybutyrate] in the liver, similar to what has previously been seen in liver (2). The major finding of Lewis et al. (9) is the [lactate]:[pyruvate] redox dependency on the [1-13C]pyruvate:[1-13C]lactate conversion is already present acutely, and thus it is very likely that this change will be indicative of the [lactate]:[pyruvate] redox at 4 weeks, allowing for prognostic determination of the response to metformin if the redox state is associated with the outcome of metformin treatment (Fig. 1).

Figure 1

An altered redox state following acute and chronic metformin treatment is observable with hyperpolarized [1-13C]pyruvate MR, originating from an increased [lactate]:[pyruvate] in both the liver and heart (observable as [1-13C]lactate:[1-13C]pyruvate). Only the chronic metformin-treated liver showed an altered mitochondrial redox via the [acetoacetate]:[β-hydroxybutyrate]. ACAC, acetoacetate; β-HB, β-hydroxybutyrate.

Figure 1

An altered redox state following acute and chronic metformin treatment is observable with hyperpolarized [1-13C]pyruvate MR, originating from an increased [lactate]:[pyruvate] in both the liver and heart (observable as [1-13C]lactate:[1-13C]pyruvate). Only the chronic metformin-treated liver showed an altered mitochondrial redox via the [acetoacetate]:[β-hydroxybutyrate]. ACAC, acetoacetate; β-HB, β-hydroxybutyrate.

Close modal

A potential limitation in the translation of hyperpolarized MR to the clinic is that the metabolic conversion associated with hyperpolarized MR examinations are limited to apparent rate constant mapping, and several factors determine the accurate rate constant. This can be largely overcome by investigating the same patient several times, thus acting as his or her own control. This is particularly relevant in monitoring the effects of treatments and development of diseases over time (10).

The prognostic potential of using hyperpolarized MR to detect organ-specific metabolic fingerprints in relation to diseases, and in particular the acute response to therapeutic interventions, and coupling them to the outcome of chronic treatment is a tremendous opportunity for researchers and clinicians.

The recent successful translation of hyperpolarized [1-13C]pyruvate MR examinations in prostate cancer patients (11) has paved the way for the use in other patient groups (1215), such as patient with diabetes. It is now time to investigate the potential for this novel tool to aid in the assessment of diabetes, associated complications, and the treatment of these.

The hyperpolarized 13C MRI methodology, dynamic nuclear polarization MRI, increases the signal of an injectable biomarker substrate, often [1-13C]pyruvate, more than 10,000 times (1114). The inherent low signal originating from the in vivo pool of carbons (approximately 1% of all carbons are 13C) is almost MRI invisible, and thus the labeling in a specific molecular position with the nonradioactive isotope 13C in combination with the increased signal of the biomarker substrate (>10,000 times) enables the injection of the biomarker and subsequent monitoring of the dynamic distribution and following enzymatic fate of the substrate inside cells into its metabolic derivatives, such as [1-13C]lactate, [1-13C]alanine, and 13CO2/H13CO3− in real time.

This dynamic measurement of the metabolism of 13C-labeled substrates is inherently radiation free and is conveniently performed in combination with the standard MRI examination. A limiting factor is the decay of the signal, which limits the investigations to fast metabolic processes (currently less than 2 min). The use of hyperpolarized [1-13C]pyruvate MRI provides an opportunity to combine the flexibility and safety of MR-based imaging with an exceptional signal-to-noise ratio. Exploration of injectable 13C-labeled substances has only recently entered human trials (11).

See accompanying article, p. 3544.

Acknowledgments. C.L. acknowledges support from Danish Research Council for Independent Research.

Duality of Interest. No potential conflicts of interest relevant to this article were reported.

1.
UK Prospective Diabetes Study (UKPDS) Group
.
Effect of intensive blood-glucose control with metformin on complications in overweight patients with type 2 diabetes (UKPDS 34)
.
Lancet
1998
;
352
:
854
865
[PubMed]
2.
Madiraju
AK
,
Erion
DM
,
Rahimi
Y
, et al
.
Metformin suppresses gluconeogenesis by inhibiting mitochondrial glycerophosphate dehydrogenase
.
Nature
2014
;
510
:
542
546
[PubMed]
3.
Meyer
L
,
Bohme
P
,
Delbachian
I
, et al
.
The benefits of metformin therapy during continuous subcutaneous insulin infusion treatment of type 1 diabetic patients
.
Diabetes Care
2002
;
25
:
2153
2158
[PubMed]
4.
Faichney
JD
,
Tate
PW
.
Metformin in type 1 diabetes: is this a good or bad idea?
Diabetes Care
2003
;
26
:
1655
[PubMed]
5.
Nye
HJ
,
Herrington
WG
.
Metformin: the safest hypoglycaemic agent in chronic kidney disease?
Nephron Clin Pract
2011
;
118
:
c380
c383
[PubMed]
6.
Rocha
A
,
Almeida
M
,
Santos
J
,
Carvalho
A
.
Metformin in patients with chronic kidney disease: strengths and weaknesses
.
J Nephrol
2013
;
26
:
55
60
[PubMed]
7.
Anavekar
NS
,
McMurray
JJ
,
Velazquez
EJ
, et al
.
Relation between renal dysfunction and cardiovascular outcomes after myocardial infarction
.
N Engl J Med
2004
;
351
:
1285
1295
[PubMed]
8.
Bongartz
LG
,
Braam
B
,
Gaillard
CA
, et al
.
Target organ cross talk in cardiorenal syndrome: animal models
.
Am J Physiol Renal Physiol
2012
;
303
:
F1253
F1263
[PubMed]
9.
Lewis AJM, Miller JJJ, McCallum C, et al. Assessment of metformin-induced changes in cardiac and hepatic redox state using hyperpolarized[1-13C]pyruvate. Diabetes 2016:65:3544–3551
10.
Serrao
EM
,
Kettunen
MI
,
Rodrigues
TB
, et al
.
MRI with hyperpolarised [1-13C]pyruvate detects advanced pancreatic preneoplasia prior to invasive disease in a mouse model
.
Gut
2016
;
65
:
465
475
[PubMed]
11.
Nelson
SJ
,
Kurhanewicz
J
,
Vigneron
DB
, et al
.
Metabolic imaging of patients with prostate cancer using hyperpolarized [1-¹³C]pyruvate
.
Sci Transl Med
2013
;
5
:
198ra108
[PubMed]
12.
Kurhanewicz
J
,
Vigneron
DB
,
Brindle
K
, et al
.
Analysis of cancer metabolism by imaging hyperpolarized nuclei: prospects for translation to clinical research
.
Neoplasia
2011
;
13
:
81
97
[PubMed]
13.
Tyler
DJ
,
Neubauer
S
.
Science to practice: hyperpolarized metabolic MR imaging--the light at the end of the tunnel for clinical (13)C MR spectroscopy?
Radiology
2016
;
278
:
639
641
[PubMed]
14.
Laustsen
C
.
Hyperpolarized renal magnetic resonance imaging: potential and pitfalls
.
Front Physiol
2016
;
7
:
72
[PubMed]
15.
Serrao
EM
,
Brindle
KM
.
Potential clinical roles for metabolic imaging with hyperpolarized [1-(13)C]pyruvate
.
Front Oncol
2016
;
6
:
59
[PubMed]
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