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. 2022 Oct 25;2022:2739869. doi: 10.1155/2022/2739869

Table 1.

Proteomic salivary biomarkers.

Author Country Number of samples Biomarker category Biomarker Saliva collection time Saliva collection method Sample processing Test method Results
Azeem et al. [28] India 96 OSCC patients / 96 tobacco chewers without lesions/96 healthy patients Protein PBSA FSA 9 am-12 pm Unstimulated whole saliva Centrifuged at 3000 rpm/15 min. Spectrophotometric Salivary PBSA and FSA are significantly raised in tobacco chewers and OSCC patients.
Chang et al. [43] Taiwan 269 OSCC patients /578 OPMD/313 healthy patients Protein MMP1 Unstimulated whole saliva Centrifuged at 3000 × g/15 min/4°C.
Stored at -80°C.
ELISA MMP1 levels in saliva distinguish between OSCC patients and healthy controls.
MMP1 levels in OSCC patients was strongly correlated with tumor progression.
Chi et al. [41] China 30 OSCC patients /30 healthy patients Protein ANXA2, CA2, CD44, CSTA, DSG3, EGFR, ENO1, FLNA, GANAB, HSPA5, IL-6, ISG15, KRT18, LGALS3BPMMP1, MMP2, MMP3, MYO5A, OASL, PADI1, S100A2, SERPINE1, SPP1, STAT1, TIMP1, TNC, TYMP, ULBP2, WARS, YWHAB Morning and afternoon Unstimulated Centrifuged at 3000 × g/15 min/4 °C. SISCAPA-MRM MMP1, PADI1, TNC, CSTA and MMP3 showed significant levels in OSCC patients and a high level of disease discrimination.
Cohen et al. [47] USA 150 OSCC patients /150 healthy patients Protein SolCD44, TP Unstimulated saliva Transport on ice
Storage at -80°C
Sandwich ELISA Association of solCD44 with worse progression-free survival data.
Csősz et al. [30] Hungary 20 OSCC patients/17 healthy patients Protein Proteomic profile Between 9 a.m. and 11 a.m. Unstimulated saliva Centrifuged at 4100 × g/15 min/4 °C.
Stored -70°C
LC-MS analysis/ELISA None of the studied proteins turned to be a potential biomarker in OSCC.
Csősz et al. [31] Hungary 55 OSCC patients/52 healthy patients Protein IL-1α, IL-1β, IL-6, IL-8, TNF-α, VEGF catalase, profilin-1, S100A9, CD59, galectin-3-bindig protein, CD44, thioredoxin and keratin-19 Between 9 a.m. and 11 a.m. Unstimulated saliva Centrifuged at 4.000 × g/15 min/4 °C.
Stored at -70°C.
LC-MS analysis The validation of IL-6, S100A9 and thioredoxin revealed the potential utility of combination of IL-6 and S100A9.
Dikova et al. [40] Spain 66 OSCC patients / 33 OHL/33 OPVL/25 healthy patients Protein IL-1α, IL-6, IL-8, IP-10, MCP-1, TNF-α, HCC-1, and PF-4 Unstimulated whole saliva Centrifuged at 3,000 × g/15 min/4 °C.
Stored at -80°C.
ELISA multiplex immunoassay L-6, IL-8, TNF-α, HCC-1, discriminate between OSCC and healthy patients.
IL-6, IL-8, and PF-4 discriminate OSCC from OLK without specifying the type.
Ghallab et al. [44] Egypt 15 early stage OSCC patients/15 OPMD patients/15 healthy patients Protein Chemerin, MMP-9 in serum and saliva Morning Unstimulated whole saliva Centrifuged at 10000 × g/2 min. 2 min/10,000 × g
Stored at−80°C.
ELISA Serum and salivary levels of chemerin and MMP-9 in patients with OSCC were significantly higher than OPMLs and control group. Patients with OPMLs showed also elevated profiles for serum and salivary chemerin and MMP-9 com- pared to control group.
Heawchaiyaphum et al. [48] Thailand 92 OSCC patients/83 healthy patients Protein HP
PRDX-2
ZAG
Centrifuged at 1200 rpm /15 min/4°C.
Stored at –80°C.
LC-MS/MS
Western blot
PRDX-2 and ZAG upregulated in OSCCc
HP upregulated in OSCC.
IGHA2 downregulated in OSCC.
Hsiao et al. [49] Taiwan 9 OSCC patients / 5 healthy patients Protein MMP1 Unstimulated whole saliva Centrifuged at 3000 × g/15 min/4°C.
Sored at-80°C.
ImmunoMALDI analysis Elevated MMP1 levels in saliva in 7 of 9 OSCC patients.
MMP1 was not detectable in healthy subjects.
Ishikawa et al. [50] Japan 39 OC patients /31 healthy patients Protein Cornulin,
Alfa2 macroglobulin-like protein, hemoglobin subunit beta, Ig kapa chain V-II region V kappa 167,
Kininogen-1
Transmembrane protease serine 11D
Unstimulated saliva Centrifuged at 2600 × g/15 min/4°C. LC-MS/MS Cornulin lower in patiens with OC.
The combination of all the analized biomarkers have a high accuracy for differenciating between patients with oral cancer and control.
Kang et al. [33] China 20 OSCC patients/20 OSCC patients from OLK/20 OSCC patients from OLP/20 OLK/20 OLP/20 healthy patients Protein KLK5
uPA
Stimulated for 10 minutes Centrifuged at 10000 × g/10 min/4 °C.
Stored at -80°C.
ELISA The results suggested that the combination of KLK5 and uPA could represent a potential biomarker for determining the malignant transformation of OLK or OLP into OSCC.
Khyani et al. [38] Pakistan 35 OPMD/35 OSCC patients
35 healthy patients
Cytokine IL-6, IL-8 Unstimulated saliva Centrifuged at 4500 rpm/15 min/4°C.
Stored at -20°C.
ELISA IL-6 levels not significantly elevated in all groups.
IL-8 levels significantly elevated in all groups.
Ko et al. [51] Taiwan 86 OSCC pateients/35 healthy patients Protein AKR1B10 Unstimulated whole saliva Centrifuged at 1000 × g/10 min/4 °C.
Stored at -80°C.
ELISA AKR1B10 levels were significantly higher in the patients with OSCC than in the normal controls. Higher salivary AKR1B10 levels were significantly associated with larger tumor size, more advanced clinical stage, and areca quid chewing habit.
Lee et al. [39] Taiwan 41 OSCC patients/
24 healthy patients
Cytokine EGF, Eotaxin, G-CSF, IFN- g, GRO, IL-10, IL-1α, IL-1β, IL-6, IL-8, IP-10, MIP-1β, TNF-α, VEGF Unstimulated saliva Centrifuged at 3000 rpm/20 min/4°C.
Stored at -80°C.
Multiplex (Luminex bead-based) Eotaxin, IL-1β, IL-6, IL-8, MIP-1β, TNF-α: Significant differences between early stage OSCC patients and healthy patients.
Lin et al. [52] Poland 5 OSCC patients/5 healthy patients Protein Global proteomic profile 10 a.m. to 12 p.m Unstimulated whole saliva Centrifuged at 2600 g/20 min/4°C.
Stored at -80°C.
LC-MS/MS Oral cancer may have varied pathological effects on the saliva proteome.
Michailidou et al. [32] Greece 34 OSCC patients/20 OLK patients/31 helathy patients Protein IL-1B, IL-8, OAZ and SAT Morning Unstimulated saliva Centrifuged at 2600 × g/15 min/4 °C.
Stored at -80°C.
RT-PCR SAT and IL-8 mRNAs have good discriminatory ability for oral squamous cell carcinoma patients
Only 81.3% sensitivity and 73.9% specificity in the diagnosis of oral squamous cell carcinoma at an early stage.
Peisker et al. [29] Germany 30 OSCC patients/30 healthy controls Protein MMP-9 Between 7 -8 am Stimulated saliva Centrifuged at 1000 × g/20 °C/2 min. ELISA The elevation of salivary levels of MMP-9 may be a useful adjunctive diagnostic tool for detection of OSCC.
Rai et al. [26] India 25 OSCC patients /24 healthy patients Cytokines IL-6
IL-8
TNF-α
IFN-γ
GM-CSF
9.00 am to11.00 am Unstimulated whole saliva Centrifuged at 9300 g/5 min. Stored at -20°C. Bio-Plex pro™ human cytokines assay The largest amount of S. Anginosus, V. Parvula, P. Endodontalis and P. Anaerobius may help to the development of OSCC via increased expression of proinflamatory cytokines.
Seyedmajidi et al. [53] Iran 20 OSCC patients/20 healthy patients Protein Soluble CD44 in serum and saliva 10 a.m. to 12 p.m. Unstimulated whole saliva Centrifuged at 2000 and 11000 rpm/10 min.
Stored at -80°C.
ELISA There was no statistically significant difference in serum and saliva solCD44 level between the patient and control groups. There was no significant correlation between the solCD44 level in each patient and control group in serum.
Shan et al. [46] China 20 OSCC patients/20 OPMD patients/20 healthy patients Protein SLC3A2
S100A2
IL1RN
Morning Unstimulated whole saliva Centrifuged at 2600 × g/15 min/4°C.
Stored at -80°C.
iTRAQ y ELISA SLC3A2 and S100A2 levels were significantly increased in the OSCC group compared to healthy controls and OPMD.
IL1RN levels were significantly decreased in the OSCC group compared to healthy controls and OPMD.
Singh et al. [25] India 31 OSCC TNM I-II and 27
27 TNM III-IV patients/30 OPMD patients/29 post treatment patients/
42 healthy patients
Protein IL-1β
IL-8
LGALS3BP
Morning Unstimulated Centrifuged at 1000 × g/20 min/2-8°C.
Stored at -80°C.
ELISA IL-1β and IL-8 were significantly elevated in all stages OSCC patients.
LGALS3BP was elevated in early OSCC patients.
Sivadasan et al. [22] India 15 dysplasticOLK/15 LP 15 OSCC N0 15 OSCC N+ patients/15 healthy patients Protein 93 proteins Morning Unstimulated Centrifuged at 2000 rpm/4°C/10 min and centrifuged at 14000 rpm.
Storage at -80°C.
LC-MS and ELISA CD44, S1000A7 and S100P levels significantly altered in patients with leukoplakia with dysplasia and OSCC.
Wang et al. [54] China 79 OSCC patients/31 OPMD patients
80 healthy patients
Protein SNCG Unstimulated Centrifuged at 1000 × g/2 min/room temperature.
Stored at -80°C.
ELISA SNCG expression is related with medium and low degrees of cell differentiation in OSCC.
Yu et al. [55] Taiwan 103 low risk OPMD/130 high riskOPMD/
131 OSCC patients/
96 healthy patients
Protein ANXA2
HSPA5
KNG1
MMP1
Unstimulated whole saliva Centrifuged at 3000 × g/15 min/4°C.
Stored at -80°C.
LC-MRM-MS The four-protein panel could be used to diagnose OSCC with an 80% specificity.
Zanotti et al. [45] Italy 63 OSCC patients/
60 healthy patients
Protein EGFR Unstimulated Centrifuged 13000 rpm/3 min. Storage at -80°C. Sandwich ELISA Higher EGFR concentration in saliva in OSCC patients.
Higher EGFR levels in patients with higher T category.
Worse prognosis in patients with higher EGFR levels.
Zheng et al. [27] China 112 OSCC patients
30 OPML
60 healthy subjects
Protein Naa10p
CEA
9.00 am to 11.00 am Unstimulated whole saliva Saliva: Centrifuged at 800 × g/2 min/room temperature.
Blood: Centrifuged at 1200 × g/10 min/room temperature.
Stored at -80 °C.
ELISA Combined diagnosis of Naa10p and CEA significantly increased both sensitivity and specificity.
Combined diagnosis with Naa10p and CEA used like salivary biomarkers resulted more sensitive than serum.

FSA: free sialic acid; PBSA: salivary protein-bound sialic acid; OHL: oral homogeneous leukoplakia; OPVL: oral proliferative verrucous leukoplakia; OPMD: oral potentially malignant disorder; OLK: oral leukoplakia; OLP: oral lichen planus; OC: oral cancer; OSCC: oral squamous cell carcinoma; ELISA: enzyme-linked immunosorbent assay; LC-MRM-MS: liquid chromatography-multiple reaction monitoring-mass spectrometry; SISCAPA-MRM: stable isotope standards and capture by anti-peptide antibodies coupled with multiple reaction monitoring-mass spectrometry; RT-PCR: real-time polymerase chain reaction; iTRAQ: isobaric tags for relative and absolute quantitation, SNCG: synuclein-gamma; EGFR: epidermal growth factor receptor; CEA: carcinoembryonic antigen; KLK5: kallikrein 5; Upa: urokinase-type plasminogen activator; MMP: metalloproteinase; TNF-α: tumour necrosis factor-α: IL: interleukine; KNG1: kininogen 1, HSPA5: heat shock 70 kDa protein 5; ANXA2: annexin 2; S1OOA2: S100 calcium-binding protein A2; IFN-γ: interferon-γ; GM-CSF: granulocyte macrophage colony-stimulating factor;.