Analytical validation of an automated assay for the measurement of adenosine deaminase (ADA) and its isoenzymes in saliva and a pilot evaluation ...

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Clin Chem Lab Med 2021; 59(9): 1592–1599

Lorena Franco-Martínez, Fernando Tecles, Alberto Torres-Cantero, Enrique Bernal,
Indra San Lázaro, María José Alcaraz, María R. Vicente-Romero, Elsa Lamy,
Cristina Sánchez-Resalt, Camila P. Rubio, Asta Tvarijonaviciute, Silvia Martínez-Subiela*
and José J. Cerón

Analytical validation of an automated assay for
the measurement of adenosine deaminase (ADA)
and its isoenzymes in saliva and a pilot evaluation
of their changes in patients with SARS-CoV-2
infection
https://doi.org/10.1515/cclm-2021-0324                                    accurate way, and evaluate the possible changes of these
Received January 25, 2021; accepted April 15, 2021;                       analytes in individuals with SARS-CoV-2 infection.
published online April 28, 2021                                           Methods: The validation, in addition to the evaluation of
                                                                          precision and accuracy, included the analysis of the effects
Abstract
                                                                          of the main procedures that are currently being used for
                                                                          SARS-CoV-2 inactivation in saliva and a pilot study to
Objectives: The aim of the present study was to validate a
                                                                          evaluate the possible changes in salivary tADA and
commercially available automated assay for the measure-
                                                                          isoenzymes in individuals infected with SARS-CoV-2.
ment of total adenosine deaminase (tADA) and its
                                                                          Results: The automated assay proved to be accurate and
isoenzymes (ADA1 and ADA2) in saliva in a fast and
                                                                          precise, with intra- and inter-assay coefficients of variation
                                                                          below 8.2%, linearity under dilution linear regression with
                                                                          R2 close to 1, and recovery percentage between 80 and 120%
Lorena Franco-Martínez and Fernando Tecles have contributed equally       in all cases. This assay was affected when the sample is
to the manuscript.
                                                                          treated with heat or SDS for virus inactivation but tolerated
*Corresponding author: Prof. Silvia Martínez-Subiela,                     Triton X-100 and NP-40. Individuals with SARS-CoV-2
Interdisciplinary Laboratory of Clinical Analysis Interlab-UMU,           infection (n=71) and who recovered from infection (n=11)
Regional Campus of International Excellence Mare Nostrum,                 had higher mean values of activity of tADA and its
University of Murcia, Ed.16, 4th floor, Espinardo, Murcia 30100, Spain,    isoenzymes than healthy individuals (n=35).
Phone: +34 868887168, E-mail: silviams@um.es. https://orcid.org/
                                                                          Conclusions: tADA and its isoenzymes ADA1 and ADA2
0000-0002-1524-1558
Lorena Franco-Martínez, Fernando Tecles, Camila P. Rubio, Asta
                                                                          can be measured accurately and precisely in saliva sam-
Tvarijonaviciute and José J. Cerón, Interdisciplinary Laboratory of       ples in a rapid, economical, and reproducible way and can
Clinical Analysis Interlab-UMU, Regional Campus of International          be analyzed after chemical inactivation with Triton X-100
Excellence Mare Nostrum, University of Murcia, Espinardo, Murcia,         and NP-40. Besides, the changes observed in tADA and
Spain. https://orcid.org/0000-0003-3375-4274 (L. Franco-Martínez)         isoenzymes in individuals with COVID-19 open the possi-
Alberto Torres-Cantero and Indra San Lázaro, Preventive Medicine,
                                                                          bility of their potential use as non-invasive biomarkers in
Hospital Clínico Universitario Virgen de la Arrixaca, IMIB, Universidad
de Murcia, Murcia, Spain                                                  this disease.
Enrique Bernal and María José Alcaraz, Unit of Infectious Diseases,
                                                                          Keywords: analytical validation; assay; biomarkers;
Hospital General Universitario Reina Sofía, Universidad De Murcia,
Murcia, Spain                                                             COVID-19; SARS-CoV-2.
María R. Vicente-Romero, Unit of Microbiology, Hospital General
Universitario Reina Sofía, Universidad De Murcia, Murcia, Spain
Elsa Lamy, Mediterranean Institute for Agriculture, Environment and       Introduction
Development (MED), Advanced Research and Training Institute (IIFA),
University of Évora, Évora, Portugal. https://orcid.org/0000-0002-
                                                                          Adenosine deaminase (ADA, EC 3.5.4.4) is an enzyme that,
9370-1337
Cristina Sánchez-Resalt, Sport Medicine Centre, University of Murcia,     among other biological roles, catalyses the conversion of the
Espinardo, Murcia, Spain                                                  toxic molecules adenosine and/or deoxyadenosine to inosine
Franco-Martínez et al.: Adenosine deaminase automatic analysis in saliva              1593

and deoxyinosine, respectively [1]. This enzyme is present in          In this paper, it is hypothesized that tADA, ADA1, and
most tissues, especially in those with a lymphoid origin [2].      ADA2 might be quantified in saliva by an automated spec-
There are two ADA isoenzymes: ADA1 and ADA2, that can be           trophotometric method and that, due to their relationship
differentiated by addition to the sample of erythro-9-             with the immune system, they could potentially change in
(2-hydroxy-3-nonyl) adenine (EHNA). EHNA is a specific              COVID-19 patients. Thus, the objectives of the present study
ADA1 isoenzyme inhibitor that, at a proper concentration, is       were to validate an automated commercially available
able to completely inhibit ADA1 isoenzyme whereas remains          spectrophotometric method for the measurement of tADA
ADA2 unaffected [3]. In humans, ADA1 is mainly present in          and its isoenzymes in human saliva and to perform a pilot
lymphocytes and macrophages, whereas ADA2 is predomi-              study to evaluate if salivary tADA, ADA1, and ADA2 change
nant in plasma [4–8]. In lymphoid tissues, ADA participates        in diseased and convalescent COVID-19 patients compared
in mononuclear cell maturation from monocyte to macro-             to healthy controls.
phage, as well as in the differentiation of B and T lymphocytes
[9–11]. Therefore, the level of this enzymatic activity in serum
reflects the cell-mediated immunity [12], being a biomarker of      Materials and methods
chronic inflammation [13] and situations in which circulating
levels of T lymphocytes are high [14, 15]. Serum levels of ADA     Participants and procedures
were shown to increase in many clinical conditions,
including infections [16, 17], inflammation [4, 13], immuno-        Saliva samples from 13 healthy individuals (adults, six females) were
mediated disorders [6, 18, 19], and malignancies [20–24]. In       used to characterize the ADA isoforms and establish the optimal
addition, ADA can also increase in serum due to leakage of         concentration of EHNA to be used for ADA1 inhibition. For the
enzymes from damaged cells [25, 26].                               calculation of imprecision and accuracy, samples from three healthy
                                                                   individuals and three individuals infected with SARS-CoV-2 showing
     Saliva is a biofluid with increasing medicine applica-
                                                                   increases in tADA values were used.
tions since it is easy, safe, pain-free, and stress-free to              Besides, saliva samples from 10 of the 13 healthy individuals used
sampling [27]. This non-invasive specimen can reflect the           for ADA characterization (adults, five females) were used for studying
physiological and physiopathological state not only of the         the influence of SARS-CoV-2 inactivation protocols in ADA analysis,
oral cavity but of all the organism [28]. Various biomarkers       and saliva from 117 individuals (adults, 64 females) were used for the
of the immune system, inflammation, muscle damage,                  study of ADA changes in COVID-19.
                                                                         In all cases, participants were asked not to exercise, eat, drink,
stress, oxidative status, or anaerobic metabolism, among
                                                                   smoke, or brush their teeth for at least 1 h before saliva collection. An
others, have been studied in saliva, showing the potential of      oral exploration of the subjects was performed to discard the presence
this biofluid. In the same line, total ADA (tADA) has been          of inflammation or bleeding. All the studies were in accordance with
measured in saliva, and higher levels were observed in the         the ethical standards of the Institutional and/or National Research
presence of oral malignancies [29], Sjögren’s syndrome [30],       Committee (1349/2016) and with the 1964 Helsinki Declaration and its
                                                                   later amendments or comparable ethical standards. All participants
and obesity [3]. However, no reports have been found in
                                                                   were informed of the purpose and experimental procedures of the
which ADA activity of the different isoenzymes had been            study and signed a written informed consent form prior to their
characterized in human saliva.                                     participation. This study was approved by the Ethical Committee of the
     The current COVID-19 pandemic caused by SARS-CoV-2            University of Murcia and the Ethical Committee of the IMIB-Arrixaca.
virus has implied two main changes of paradigm in the field              Saliva was collected under supervision by passive drool using
of saliva analysis. One is the change in the way of dealing        5 mL polystyrene tubes with round bottoms [34]. Then, immediately
                                                                   after the collection, the saliva was stored on ice until arrival at the
with saliva when used as a specimen for clinical analysis,
                                                                   laboratory, weighed, centrifuged (4,000×g, 10 min, 4 °C), and the
since there is a need for inactivation of the SARS-CoV-2 virus     supernatants were stored at −80 °C until further analysis. No samples
to minimize the risk of disease transmission. For this pur-        showed blood contamination as determined by visual inspection.
pose, different inactivation protocols have been described,
including the inactivation with heat [31, 32] or chemical non-     Analytical validation of the assay for ADA analysis
ionic procedures including NP-40 or Triton X-100 [31]. The
second one is the consideration of the saliva as a fluid that       ADA was measured using a commercially available spectrophoto-
can be used for diagnosis and monitoring by the direct             metric assay (Adenosine Deaminase assay kit, Diazyme Laboratories,
detection of the virus or antibodies, and also because             Poway, California, USA) adapted to an automated analyser. In this
                                                                   method, 50 µL of Reagent 1 containing 2 mM 4-aminoantipyrine
various biomarkers related to inflammation and immune
                                                                   (4-AA), 0.1 U/mL purine nucleoside phosphorylase (PNP), 0.2 U/mL
system, including ADA [33], could be used in this disease.         xanthine oxidase (XOD), and 0.6 U/mL peroxidase in 50 mM Tris-HCl
However, to the authors’ knowledge, there are no reports           buffer (pH 8.0) is pipetted to the reaction cuvette with 10 µL of sample.
about the behaviour of ADA in saliva in COVID-19 patients.         After 180 s, 25 µL of Reagent 2 containing 10 mM adenosine and 50 mM
1594           Franco-Martínez et al.: Adenosine deaminase automatic analysis in saliva

N-ethyl-N-(2-hydroxy-3-sulfopropyl)-3-methylaniline (EHSTP) in                Group). To avoid inter-assay imprecision, all samples were measured in
50 mM Tris-HCl buffer (pH 4.0) is added. Adenosine is deaminated by           the same run.
ADA present in the sample to form inosine, which is then converted
to hypoxanthine by purine nucleoside phosphorilase. Hypoxanthine
is then oxidized by xanthine oxidase appearing hydrogen peroxide              ADA in saliva in diseased and convalescent COVID-19
as a product of this reaction, which is further reacted with N-ethyl-N-       patients and healthy controls
(2-hydroxy-3-sulfopropyl)-3-methylaniline and 4-aminoantipyrine
in the presence of peroxidase to generate quinine dye which is                Three groups of individuals were used in this pilot study:
kinetically monitored at 550 nm wavelength and 37 °C after 486 s [35].        –    –Individuals that did not have any clinical sign of disease for at
Manufacturer’s control solutions of two different values (Diazyme                 least 3 weeks prior to sampling and were negative to SARS-CoV-2
Adenosine Deaminase Control Set, DZ117A-CON 2 Level, Diazyme                      infection (n=35, 21 women, aged between 24 and 51 years old)
Laboratories, Poway, California, USA) were used for the quality                   (healthy control group, HC).
control analysis throughout the study. According to the data                  –   Individuals that had mild clinical signs of the disease, recovered
provided by the manufacturer of the kit, the clinical validation of the           satisfactorily and were sampled at least 10 days after the cessa-
assay in serum showed
Franco-Martínez et al.: Adenosine deaminase automatic analysis in saliva            1595

inhibition of ADA1 was achieved with 1 mM EHNA (0.12 mM                 Table : Intra- and inter-assay coefficients of variation (CV) of total
in the reaction mixture). ADA1 was the predominant isoform              adenosine deaminase (tADA) and isoenzyme  (ADA) in three pools
                                                                        of saliva samples with different enzymatic activities.
in saliva, observing values below the lower limit of detection
for ADA2 in 2 out of 13 samples. Our results indicated that the
                                                                        Assay     Comparison       Pool     Mean, IU/L      SD, IU/L     CV, %
EHNA concentration of 1 mM was the most appropriate since
                                                                                  Intra                           .         .       .
it showed similar inhibition of ADA1 than the higher con-
                                                                        tADA                                     .         .       .
centrations of 4 mM. Using 1 mM EHNA, the median
                                                                                                                 .         .       .
(25th–75th percentiles) for ADA1 and ADA2 in saliva were                          Inter                           .         .       .
4.82 (3.25–6.50) and 0.49 (0.14–2.12) IU/L, respectively.                                                        .         .       .
     For tADA, the intra- and inter-assay CVs were lower than                                                    .         .       .
5.0 and 6.2%, respectively (Table 1). Spiking recovery ranged                     Intra                           .         .       .
                                                                        ADA                                      .         .       .
from 100.20 to 105.74%. Linearity under dilution of the saliva
                                                                                                                 .         .       .
samples in ultrapure water resulted in a linear regression                        Inter                           .         .       .
equation with R2 close to 1 in the three samples analysed                                                         .         .       .
(Figure 2). The lower limit of detection of the assay was                                                        .         .       .
0.08 U/L and the lower limit of quantification was 0.19 U/L.             SD, standard deviation.
     For ADA2, the intra- and inter-assay CVs were below 7.6
and 8.2%, respectively (Table 1). Spiking recovery ranged
from 96.67 to 99.60%, and linearity under dilution showed               NP-40 and Triton X-100 treatments did not show signifi-
correlation coefficients of R2>0.98 in all cases (Figure 2). The         cant changes in the measured ADA activities.
lower limit of detection for ADA2 was 0.07 U/L and the lower
limit of quantification was 0.11 U/L.
                                                                        ADA in saliva in diseased and convalescent
                                                                        COVID-19 patients and healthy controls
Influence of SARS-CoV-2 inactivation
protocols in salivary ADA                                               Results of the pilot study with healthy, COVID-19 convales-
                                                                        cent, and COVID-19 diseased individuals on salivary ADA
Results of the SARS-CoV-2 inactivation protocols on sali-               levels are summarized in Figure 3. The groups of diseased
vary ADA levels are summarized in Table 2. When the                     individuals and convalescents had significantly higher
effects of the different inactivation protocols were evalu-             tADA values compared to healthy, with median (25th–75th
ated, three of them (H65, H92 and SDS) showed a marked                  percentiles) of 10.3 (3.78–18.8), 10.5 (4.75–17.3), and 2.8
reduction in tADA and its isoenzymes, with values close to              (1.75–3) IU/L, respectively. Also, for ADA1, values were
zero. On the other side, the samples inactivated using                  higher for diseased and convalescents, with values of 3.7
                                                                        (1.4–8.8) and 4.03 (2.84–7.56) IU/L, respectively, compara-
                                                                        tively to healthy individuals with values of 1.5 (0.8–2) IU/L.
                                                                        For ADA2, values were 6.7 (2.42–10.1), 4.6 (1.73–8.73), and
                                                                        0.88 (0.38–1.13) IU/L, respectively for diseased, convales-
                                                                        cent, and healthy groups. No significant differences were
                                                                        observed between diseased and convalescents.

                                                                        Discussion
                                                                        To the authors’ knowledge this is the first report in which
                                                                        ADA isoenzymes are characterized in human saliva sam-
                                                                        ples, and an automated assay for their measurement is
Figure 1: Adenosine deaminase (ADA) activity in saliva from 13
                                                                        described and analytically validated. In addition, it is
healthy humans before and after adding erythro-9-(2-hydroxy-
3-nonyl) adenina (EHNA) to the samples at different concentrations.     described that this assay can be performed in saliva sam-
Asterisks indicate statistically significant results vs. the original   ples treated with NP-40 or Triton X-100 for inactivation of
samples (***p
1596                                 Franco-Martínez et al.: Adenosine deaminase automatic analysis in saliva

                                                                                                                                                                               Figure 2: Representative graph of linearity
                                                                                                                                                                               under dilution of total adenosine
                                                                                                                                                                               deaminase (tADA) and ADA2 in saliva.

Table : Median (th–th percentile) ADA (tADA) and its isoforms (ADA and ADA) in saliva after the different inactivation SARS-CoV-
treatments.

                                                    NT                                            H                                           H                            SDS                  NP                  Triton

tADA, IU/L                           . (.–.)         . (. –.)             b           a
                                                                                                                . (. –.)
                                                                                                                          b                          a
                                                                                                                                                             . (. –.)
                                                                                                                                                                   b       b     a
                                                                                                                                                                                      . (.–.)       . (.–.)
ADA, IU/L                            . (.–.)        .b (.b–.)a                                .b (.b–.)a                            .b (.b–.)a      . (.–.)      . (.–.)
ADA, IU/L                           . (.–.)               (–.)a                                        (–.)a                                       (–.)a     . (.–.)        . (.–.)

NT, no inactivation treatment (control); H,  °C heat; H,  °C heat; SDS, .% SDS; NP, .% NP-; Triton, .% Triton X-.
a
  Differences of statistical relevance vs. NT measurements. bLower limit of detection has been indicated since no value was obtained.

                       150
                                                                                          ****        ****                                                   ***   ****
                                                                                50                                                             60
                                                         ADA2 activity (IU/L)
tADA activity (IU/L)

                                                                                                                        ADA1 activity (IU/L)

                                  ****       ****                               40
                       100                                                                                                                     40
                                                                                30

                                                                                20                                                                                             Figure 3: Adenosine deaminase (tADA) and
                       50                                                                                                                      20
                                                                                                                                                                               its isoforms (ADA2 and ADA1) activities in
                                                                                10
                                                                                                                                                                               saliva in healthy (HC), 10 days after positive
                        0                                                        0                                                                                             SARS-CoV-2 PCR (CONV) and COVID-19
                                                                                                                                                0
                                                                                                                                                                               symptomatic individuals (DIS).
                              A

                                         A

                                                A

                                                                                               2

                                                                                                          2
                                                                                      2

                                                                                                                                                               1

                                                                                                                                                                       1
                                                                                                                                                         1
                              D

                                     D

                                              D

                                                                                              A

                                                                                                      A
                                                                                      A

                                                                                                                                                              A

                                                                                                                                                                       A
                                                                                                                                                     A

                                                                                                                                                                               Asteriks indicate differences of statistical
                             tA

                                   tA

                                             tA

                                                                                              D

                                                                                                      D
                                                                                      D

                                                                                                                                                             D

                                                                                                                                                                       D
                                                                                                                                                     D
                                                                                          A

                                                                                                   A
                                                                                  A

                                                                                                                                                         A

                                                                                                                                                                   A
                                                                                                                                                 A
                         IS

                                         V
                               C

                                                                                                  V
                                                                                       C
                                                                                 IS

                                                                                                                                                                               relevance between the groups (***p
Franco-Martínez et al.: Adenosine deaminase automatic analysis in saliva           1597

usually leads to denaturation and/or aggregation and the            additional studies to gain knowledge about the possible
denaturing effect of SDS [39, 40]. On the other side, NP-40         application of these enzymes in different clinical situations.
and Triton X-100 inactivation protocols did not cause al-
terations in ADA or its isoenzymes in saliva and could be
                                                                    Acknowledgments: The authors thank all participants that
used in routine settings.
                                                                    agreed to participate in this study. We also want to
      The increases found in tADA and their isoenzymes in
                                                                    particularly acknowledge the patients and the the Biobank
patients with COVID-19 could be related to the presence of T
                                                                    of Region of Murcia Network, IMIB Biobank (PT17/0015/
lymphocyte activation and increased monocytes/macro-
                                                                    0038) integrated in the Spanish National Biobanks
phage activity, since this enzyme has been previously asso-
                                                                    Network for their collaboration.
ciated with these cells [41]. Increases of ADA in serum have
                                                                    Research funding: LFM was granted with a predoctoral
been reported for tuberculosis [42, 43]. As well, serum in-
                                                                    contract ‘FPU’ from the University of Murcia, Spain. AT was
creases of the isoenzyme ADA2 has been described in other
                                                                    granted a post-doctoral fellowship “Ramón y Cajal” by
viral diseases such as immunodeficiency virus infection [44].
                                                                    “Ministerio de Economía y Competitividad”, Spain. This work
It was also interesting to observe that ADA levels remain
                                                                    was supported by a grant from the Program for Research
elevated, comparatively to control, even during convales-
                                                                    Groups of Excellence of the Seneca Foundation, Murcia,
cence, suggesting that assessment of ADA in saliva can be
                                                                    Spain (grant 19894/GERM/15) and CEECIND/04397/2017 from
useful in COVID-19 management in different phases of the
                                                                    the Portuguese Science Foundation.
disease. It would be of interest in the future to perform studies
                                                                    Author contributions: All authors have accepted
involving a larger number of patients in which it could be
                                                                    responsibility for the entire content of this manuscript and
explored the behaviour of ADA in individuals with different
                                                                    approved its submission.
severity of clinical signs and also to evaluate if there could be
                                                                    Competing interests: The authors report no other conflicts
a relationship between this enzyme and the prognosis of the
                                                                    of interest. The authors alone are responsible for the
disease. In addition, the relation of ADA with other bio-
                                                                    content and writing of the paper.
markers of inflammation and changes in lymphocyte subsets
                                                                    Informed consent: Informed consent was obtained from all
population would be of interest to be explored. If the results of
                                                                    individuals included in this study.
these trials were satisfactory, the measurements of ADA in
                                                                    Ethical approval: Research involving human subjects
saliva could be used as marker of lymphocyte T activation.
                                                                    complied with all relevant national regulations,
This could complement the assays that are currently used in
                                                                    institutional policies and is in accordance with the tenets
this disease for the pathogen detection and the quantification
                                                                    of the Helsinki Declaration (as revised in 2013), and has
of antibodies produced, with the advantage that all these
                                                                    been approved by Ethical Committee of the University of
measurements could be performed in saliva [33]. The present
                                                                    Murcia and the Ethical Committee of the IMIB-Arrixaca.
study presents some limitations. First, although no saliva
sample showed blood contamination by visual inspection and
none of the participants showed apparent oral diseases, an
objective criterion such as haemoglobin or transferrin mea-
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