Cited by 95Biosensors and Analytical DetectionSARS-CoV-2 detection and testingSalivary Gland Disorders and Functions

A Review on Saliva-Based Health Diagnostics: Biomarker Selection and Future Directions

Open access
Kumari, Swati, Samara, Mesk, Ampadi Ramachandran, Remya, Gosh, Sujoy, George, Haritha, Wang, Rong, Pesavento, Russell P., Mathew, Mathew T.·2024·Biomedical Materials & Devices

Abstract

The human body has a unique way of saying when something is wrong with it. The molecules in the body fluids can be helpful in the early detection of diseases by enabling health and preventing disease progression. These biomarkers enabling better healthcare are becoming an extensive area of research interest. Biosensors that detect these biomarkers are becoming the future, especially Point Of Care (POC) biosensors that remove the need to be physically present in the hospital. Detection of complex and systemic diseases using biosensors has a long way to go. Saliva-based biosensors are gaining attention among body fluids due to their non-invasive collection and ability to detect periodontal disease and identify systemic diseases. The possibility of saliva-based diagnostic biosensors has gained much publicity, with companies sending home kits for ancestry prediction. Saliva-based testing for covid 19 has revealed effective clinical use and relevance of the economic collection. Based on universal biomarkers, the detection of systemic diseases is a booming research arena. Lots of research on saliva-based biosensors is available, but it still poses challenges and limitations as POC devices. This review paper talks about the relevance of saliva and its usefulness as a biosensor. Also, it has recommendations that need to be considered to enable it as a possible diagnostic tool. Graphical abstract

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1007/s44174-023-00090-z

Cites

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • Buffer systems, artificial saliva, and selected saliva/serum samples show that PDA-based biosensing platforms can achieve improved biomolecule immobilization, signal transduction, fluorescence/electrochemical/SERS detection, and salivary biomarker analysis.

    “Buffer systems, artificial saliva, and selected saliva/serum samples show improved biomolecule immobilization, signal transduction, fluorescence/electrochemical/SERS detection, and salivary biomarker analysis.”

    From Polydopamine-Based Biomaterials in Oral Medicine: Applications, Mechanisms, and Translational Challenges (2026) · cites this paper as [94]

    Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.

    Experimental — accuracy not yet measured
  • Based on these measurements, the time required for the local pH to reach the critical threshold of 5.5 can be estimated, providing quantitative support for individualized caries risk assessment and personalized fluoride intervention strategies.

    “Based on these measurements, the time required for the local pH to reach the critical threshold of 5.5 can be estimated, thereby providing quantitative support for individualized caries risk assessment and personalized fluoride intervention strategies.44,93,94”

    From Polydopamine-Based Biomaterials in Oral Medicine: Applications, Mechanisms, and Translational Challenges (2026) · cites this paper as [94]

    Split into 2 atoms — 0 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 1 unverifiable. Expand the claim to see per-atom verdicts.

    Experimental — accuracy not yet measured
  • Urease and glucose oxidase co-immobilized on the sensing interface allow simultaneous acquisition of urea hydrolysis rates and lactic acid production rates by differential potentiometry.

    “In parallel, urease and glucose oxidase are co-immobilized on the sensing interface, allowing simultaneous acquisition of urea hydrolysis rates and lactic acid production rates by differential potentiometry.”

    From Polydopamine-Based Biomaterials in Oral Medicine: Applications, Mechanisms, and Translational Challenges (2026) · cites this paper as [94]

    The “Urea as Biomarker” section discusses salivary urea and possible optical or electrochemical biosensors, while the References list separately cites a biosensor for salivary lactate. Neither passage addresses co-immobilized urease and glucose oxidase, simultaneous measurement of the two rates, or differential potentiometry (searched those terms and a lactate-sensor paraphrase; page numbers were unavailable). (LLM, conf=0.74)

    Experimental — accuracy not yet measured
  • When integrated with disposable microfluidic chambers, the PDA-modified screen-printed carbon electrode platform enables on-site quantification of bacterial load.

    “When integrated with disposable microfluidic chambers, this platform enables on-site quantification of bacterial load.”

    From Polydopamine-Based Biomaterials in Oral Medicine: Applications, Mechanisms, and Translational Challenges (2026) · cites this paper as [94]

    The Biosensor Selections section describes a disposable saliva test strip and a separate paper-based device for glucose quantification, but not a PDA-modified screen-printed carbon electrode for bacterial-load measurement. Searches for the electrode, disposable microfluidic chambers, and on-site bacterial-load quantification found no passage addressing that combination. The retrieved copy provides section labels but no page numbers. (LLM, conf=0.73)

    Experimental — accuracy not yet measured

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

The citation lists haven’t been fetched yet

References 97 · Cited by 95

Research works printed but not linked: 105

  1. [1]Fábián TK Hermann P Beck A Fejérdy P Fábián G Salivary defense proteins: their network and role in innate and acquired oral immunity Int. J. Mol. Sci. 2012 13 4 4295 4320 10.3390/ijms13044295 22605979 PMC3344215 · DOI
  2. [2]King RB Bakos J Hoff CD Marko L Poly(tertiary phosphines and arsines). 17. Poly(tertiary phosphines) containing terminal neomenthyl groups as ligands in asymmetric homogeneous hydrogenation catalysts J. Org. Chem. 1979 44 18 3095 3100 10.1021/jo01332a001 · DOI
  3. [3]Baumann T Kozik J Lussi A Carvalho TS Erosion protection conferred by whole human saliva, dialysed saliva, and artificial saliva Sci. Rep. 2016 6 June 6 13 10.1038/srep34760 27703230 PMC5050492 · DOI
  4. [4]A. Punj, Secretions of Human Salivary Gland, vol. i (IntechOpen, 2018), pp. 3–11. 10.5772/57353 · DOI
  5. [5]Basbaum C Tsuda T Takeuchi K Royce F Jany B Lysozyme and mucin cDNAs as tools for the study of serous and mucous cell differentiation Chest 1992 101 3 SUPPL. 45S 47S 10.1378/chest.101.3_Supplement.45S 1541201 PMC7094328 · DOI
  6. [6]Madalli VB Saliva—a diagnostic tool IOSR J. Dent. Med. Sci. 2013 11 6 96 99 10.9790/0853-1169699 · DOI
  7. [8]de Almeida PDV Saliva composition and functions: a comprehensive review J. Contemp. Dent. Pract. 2008 9 3 2 80 18335122
  8. [9]Roblegg E Coughran A Sirjani D The composition, function and role of saliva in maintaining oral health: a review Int. J. Contemp. Dent. Med. Rev. 2019 2017 133 141 10.15713/ins.ijcdmr.121 · DOI
  9. [10]Proctor GB Carpenter GH Salivary secretion: mechanism and neural regulation Monogr. Oral Sci. 2014 24 14 29 10.1159/000358781 24862591 · DOI
  10. [11]Lee Y-H Wong DT Saliva: an emerging biofluid for early detection of diseases Am. J. Dent. 2009 22 4 241 248 19824562 PMC2860957
  11. [13]Wong DT Salivary diagnostics powered by nanotechnologies, proteomics and genomics J. Am. Dent. Assoc. 2006 137 3 313 321 10.14219/jada.archive.2006.0180 16570464 · DOI
  12. [14]Malamud D Saliva as a diagnostic fluid Dent. Clin. N. Am. 2011 55 1 159 178 10.1016/j.cden.2010.08.004 21094724 PMC3011946 · DOI
  13. [15]Yoshizawa JM Schafer CA Schafer JJ Farrell JJ Paster BJ Wong DTW Salivary biomarkers: toward future clinical and diagnostic utilities Clin. Microbiol. Rev. 2013 26 4 781 791 10.1128/CMR.00021-13 24092855 PMC3811231 · DOI
  14. [16]Abdul Rehman S Role of salivary biomarkers in detection of cardiovascular diseases (CVD) Proteomes 2017 10.3390/proteomes5030021 PMC5620538 28783097 · DOI
  15. [17]Gomar-Vercher S Simón-Soro A Montiel-Company JM Almerich-Silla JM Mira A Stimulated and unstimulated saliva samples have significantly different bacterial profiles PLoS ONE 2018 13 6 1 12 10.1371/journal.pone.0198021 PMC5983451 29856779 · DOI
  16. [18]Weber F Barrantes A Real-time formation of salivary films onto polymeric materials for dental applications: differences between unstimulated and stimulated saliva Colloids Surf. B 2017 154 203 209 10.1016/j.colsurfb.2017.03.022 28343118 · DOI
  17. [19]Navazesh M Methods for collecting saliva Ann. N. Y. Acad. Sci. 1993 694 72 77 10.1111/j.1749-6632.1993.tb18343.x 8215087 · DOI
  18. [20]Bhalla N Jolly P Formisano N Estrela P Introduction to biosensors Essays Biochem. 2016 60 1 1 8 10.1042/EBC20150001 27365030 PMC4986445 · DOI
  19. [21]Aita A SARS-CoV-2 identification and IgA antibodies in saliva: one sample two tests approach for diagnosis Clin. Chim. Acta 2020 510 September 717 722 10.1016/j.cca.2020.09.018 32946791 PMC7492139 · DOI
  20. [22]Al Lawati HAJ Hassanzadeh J Dual-function 2D cobalt metal-organic framework embedded on paper as a point-of-care diagnostic device: application for the quantification of glucose Anal. Chim. Acta 2020 1139 15 26 10.1016/j.aca.2020.09.026 33190698 · DOI
  21. [23]AlMoharib HS AlMubarak A AlRowis R Geevarghese A Preethanath RS Anil S Oral fluid based biomarkers in periodontal disease: Part 1 Saliva. J. Int. Oral Health JIOH 2014 6 4 95 103 PMC4148585 25214743
  22. [24]AlRowis R AlMoharib HS AlMubarak A Bhaskardoss J Preethanath RS Anil S Oral fluid-based biomarkers in periodontal disease—Part 2. Gingival crevicular fluid J. Int. Oral Health JIOH 2014 6 5 126 135 PMC4229821 25395809
  23. [25]Rathnayake N Salivary biomarkers for detection of systemic diseases PLoS ONE 2013 8 4 e61356 10.1371/journal.pone.0061356 23637817 PMC3634781 · DOI
  24. [26]Paluszkiewicz C Saliva as a first-line diagnostic tool: a spectral challenge for identification of cancer biomarkers J. Mol. Liq. 2020 10.1016/j.molliq.2020.112961 · DOI
  25. [27]Rahnama M Czupkałło Ł Kozicka-Czupkałło M Łobacz M Gingival crevicular fluid—composition and clinical importance in gingivitis and periodontitis Pol. J. Public Health 2014 2 8 10.2478/pjph-2014-0022 · DOI
  26. [28]Atram P Patil P Saify F Rathod V Gotmare S Gingival crevicular fluid: as a diagnostic marker in HIV positive patients J. Int. Soc. Prev. Community Dent. 2015 5 1 24 30 10.4103/2231-0762.151969 25767763 PMC4355846 · DOI
  27. [29]Park O-J Kim J Kim HY Kwon Y Yun C-H Han SH Streptococcus gordonii induces bone resorption by increasing osteoclast differentiation and reducing osteoblast differentiation Microb. Pathog. 2019 126 218 223 10.1016/J.MICPATH.2018.11.005 30414445 · DOI
  28. [30]Kim AR Streptococcus gordonii lipoproteins induce IL-8 in human periodontal ligament cells Mol. Immunol. 2017 91 September 218 224 10.1016/j.molimm.2017.09.009 28963931 · DOI
  29. [31]De Wijk RA Prinz JF Engelen L Weenen H The role of α-amylase in the perception of oral texture and flavour in custards Physiol. Behav. 2004 83 1 81 91 10.1016/j.physbeh.2004.07.014 15501494 · DOI
  30. [32]Della Ventura B Sakač N Funari R Velotta R Flexible immunosensor for the detection of salivary α-amylase in body fluids Talanta 2017 174 52 58 10.1016/J.TALANTA.2017.05.075 28738617 · DOI
  31. [33]Peng CH Xia YC Wu Y Zhou ZF Cheng P Xiao P Influencing factors for saliva urea and its application in chronic kidney disease Clin. Biochem. 2013 46 3 275 277 10.1016/j.clinbiochem.2012.10.029 23122988 · DOI
  32. [34]Evans R Diagnostic performance of a saliva urea nitrogen dipstick to detect kidney disease in Malawi Kidney Int. Rep. 2017 2 2 219 227 10.1016/j.ekir.2016.12.006 29142958 PMC5678625 · DOI
  33. [35]Kumar S Panwar S Kumar S Augustine S Malhotra BD Biofunctionalized non-invasive impedometric biosensor for efficient detection of oral cancer Nanomater. - MDPI 2019 9 9 14 10.3390/nano9091190 PMC6780737 31443571 · DOI
  34. [36]Out D Hall RJ Granger DA Page GG Woods SJ Assessing salivary C-reactive protein: longitudinal associations with systemic inflammation and cardiovascular disease risk in women exposed to intimate partner violence Brain. Behav. Immun. 2012 26 4 543 551 10.1016/j.bbi.2012.01.019 22326517 PMC3334360 · DOI
  35. [37]Mirzaii-Dizgah I Riahi E Salivary high-sensitivity cardiac troponin T levels in patients with acute myocardial infarction Oral Dis. 2013 19 2 180 184 10.1111/j.1601-0825.2012.01968.x 22834943 · DOI
  36. [38]Mirzaii-Dizgah I Jafari-Sabet M Unstimulated whole saliva creatine phosphokinase in acute myocardial infarction Oral Dis. 2011 17 6 597 600 10.1111/j.1601-0825.2011.01817.x 21635668 · DOI
  37. [39]Foo JYY NT-ProBNP levels in saliva and its clinical relevance to heart failure PLoS ONE 2012 7 10 e48452 10.1371/journal.pone.0048452 23119023 PMC3485201 · DOI
  38. [40]Hojo Y Ikeda U Ueno S Arakawa H Shimada K Expression of matrix metalloproteinases in patients with acute myocardial infarction Jpn. Circ. J. 2001 65 2 71 75 10.1253/jcj.65.71 11216828 · DOI
  39. [41]Ayisi NK Gupta SV Qualtiere LF Modified tetrazolium-based colorimetric method for determining the activities of anti-HIV compounds J. Virol. Methods 1991 33 3 335 344 10.1016/0166-0934(91)90033-v 1664434 · DOI
  40. [42]Tuomainen AM Serum matrix metalloproteinase-8 concentrations are associated with cardiovascular outcome in men Arterioscler. Thromb. Vasc. Biol. 2007 27 12 2722 2728 10.1161/ATVBAHA.107.154831 17932311 · DOI
  41. [43]Salivary Biomarkers for Detection of Systemic Diseases. 10.1371/journal.pone.0061356 PMC3634781 23637817 · DOI
  42. [44]Miller CS Utility of salivary biomarkers for demonstrating acute myocardial infarction J. Dent. Res. 2014 93 7 Suppl 72S 79S 10.1177/0022034514537522 24879575 PMC4107546 · DOI
  43. [45]Satish BNVS Srikala P Maharudrappa B Awanti SM Kumar P Hugar D Saliva: a tool in assessing glucose levels in Diabetes Mellitus J. Int. Oral Health 2014 6 2 114 117 PMC4037799 24876711
  44. [46]Xie Z Lnc-PCDH9-13:1 is a hypersensitive and specific biomarker for early hepatocellular carcinoma EBioMedicine 2018 33 57 67 10.1016/j.ebiom.2018.06.026 30045829 PMC6085584 · DOI
  45. [47]You XY Jiang J Yin FZ Preliminary observation on human saliva alpha-fetoprotein in patients with hepatocellular carcinoma Chin. Med. J. (Engl.) 1993 106 3 179 182 7686840
  46. [48]González V Detection of hepatitis C virus antibodies in oral fluid specimens for prevalence studies Eur. J. Clin. Microbiol. Infect. Dis. Off. Publ. Eur. Soc. Clin. Microbiol. 2008 27 2 121 126 10.1007/s10096-007-0408-z 18027006 · DOI
  47. [50]Drobnik A Judd C Banach D Egger J Konty K Rude E Public health implications of rapid hepatitis C screening with an oral swab for community-based organizations serving high-risk populations Am. J. Public Health 2011 101 11 2151 2155 10.2105/AJPH.2011.300251 21940910 PMC3222414 · DOI
  48. [51]Äyräväinen L Inflammatory biomarkers in saliva and serum of patients with rheumatoid arthritis with respect to periodontal status Ann. Med. 2018 50 4 333 344 10.1080/07853890.2018.1468922 29683364 · DOI
  49. [52]Mirrielees J Rheumatoid arthritis and salivary biomarkers of periodontal disease J. Clin. Periodontol. 2010 37 12 1068 1074 10.1111/j.1600-051X.2010.01625.x 20880053 PMC2980566 · DOI
  50. [53]Arif S Qudsia S Urooj S Chaudry N Arshad A Andleeb S Blueprint of quartz crystal microbalance biosensor for early detection of breast cancer through salivary autoantibodies against ATP6AP1 Biosens. Bioelectron. 2015 65 62 70 10.1016/j.bios.2014.09.088 25461139 · DOI
  51. [54]Streckfus CF Arreola D Edwards C Bigler L Salivary protein profiles among HER2/neu-receptor-positive and -negative breast cancer patients: support for using salivary protein profiles for modeling breast cancer progression J. Oncol. 2012 2012 e413256 10.1155/2012/413256 PMC3335259 22570650 · DOI
  52. [55]Streckfus C Bigler L Tucci M Thigpen JT A preliminary study of CA15-3, c-erbB-2, epidermal growth factor receptor, cathepsin-D, and p53 in saliva among women with breast carcinoma Cancer Investig. 2000 18 2 101 109 10.3109/07357900009038240 10705871 · DOI
  53. [56]Streckfus C Bigler L Tucci M Thigpen JT A preliminary study of CA15-3, c-erbB-2, epidermal growth factor receptor, cathepsin-D, and p53 in saliva among women with breast carcinoma Cancer Invest. 2000 18 2 101 109 10.3109/07357900009038240 10705871 · DOI
  54. [57]Laidi F Bouziane A Errachid A Zaoui F Usefulness of salivary and serum auto-antibodies against tumor biomarkers HER2 and MUC1 in breast cancer screening Asian Pac. J. Cancer Prev. 2016 17 1 335 339 10.7314/APJCP.2016.17.1.335 26838233 · DOI
  55. [58]Porto-Mascarenhas EC Salivary biomarkers in the diagnosis of breast cancer: a review Crit. Rev. Oncol. Hematol. 2017 110 62 73 10.1016/j.critrevonc.2016.12.009 28109406 · DOI
  56. [59]Grody WW Cystic fibrosis: molecular diagnosis, population screening, and public policy Arch. Pathol. Lab. Med. 1999 123 11 1041 1046 10.5858/1999-123-1041-CF 10539904 · DOI
  57. [60]Davis PB Pathophysiology of cystic fibrosis with emphasis on salivary gland involvement J. Dent. Res. 1987 66 667 671 10.1177/00220345870660S210 2442229 · DOI
  58. [61]Parisi MR Point-of-care testing for HCV infection: recent advances and implications for alternative screening New Microbiol. 2014 37 4 449 457 25387283
  59. [62]Foley JD Salivary biomarkers associated with myocardial necrosis: results from an alcohol septal ablation model Oral Surg. Oral Med. Oral Pathol. Oral Radiol. 2012 114 5 616 623 10.1016/j.oooo.2012.05.024 23021916 PMC3736120 · DOI
  60. [63]Gupta S Nayak MT Sunitha J Dawar G Sinha N Rallan NS Correlation of salivary glucose level with blood glucose level in diabetes mellitus J. Oral Maxillofac. Pathol. 2017 21 3 334 339 10.4103/jomfp.JOMFP_222_15 29391704 PMC5763852 · DOI
  61. [64]McNeely TB Dealy M Dripps DJ Orenstein JM Eisenberg SP Wahl SM Secretory leukocyte protease inhibitor: a human saliva protein exhibiting anti-human immunodeficiency virus 1 activity in vitro J. Clin. Invest. 1995 96 1 456 464 10.1172/JCI118056 7615818 PMC185219 · DOI
  62. [65]Wotman S Baer L Mandel ID Laragh JH Salivary electrolytes, renin, and aldosterone during sodium loading and depletion J. Appl. Physiol. 1973 35 3 322 324 10.1152/jappl.1973.35.3.322 4775135 · DOI
  63. [66]Slomiany BL Murty VL Slomiany A Salivary lipids in health and disease Prog. Lipid Res. 1985 24 4 311 324 10.1016/0163-7827(85)90009-8 3916593 · DOI
  64. [67]Actis AB Perovic NR Defagó D Beccacece C Eynard AR Fatty acid profile of human saliva: a possible indicator of dietary fat intake Arch. Oral Biol. 2005 50 1 1 6 10.1016/j.archoralbio.2004.08.001 15598411 · DOI
  65. [68]Freel SA Characterization of human immunodeficiency virus type 1 in saliva and blood plasma by V3-specific heteroduplex tracking assay and genotype analyses J. Virol. 2001 75 10 4936 4940 10.1128/JVI.75.10.4936-4940.2001 11312368 PMC114251 · DOI
  66. [69]Granade TC Detection of antibodies to human immunodeficiency virus type 1 in oral fluids: a large-scale evaluation of immunoassay performance Clin. Diagn. Lab. Immunol. 1998 5 2 171 175 10.1128/CDLI.5.2.171-175.1998 9521138 PMC121353 · DOI
  67. [70]Delaney KP Performance of an oral fluid rapid HIV-1/2 test: experience from four CDC studies AIDS Lond. Engl. 2006 20 12 1655 1660 10.1097/01.aids.0000238412.75324.82 16868447 · DOI
  68. [72]Ratner L Complete nucleotide sequence of the AIDS virus, HTLV-III Nature 1985 313 6000 6000 10.1038/313277a0 2578615 · DOI
  69. [73]Hodinka RL Nagashunmugam T Malamud D Detection of human immunodeficiency virus antibodies in oral fluids Clin. Diagn. Lab. Immunol. 1998 5 419 426 10.1128/CDLI.5.4.419-426.1998 9665942 PMC95593 · DOI
  70. [74]Estévez PT Satoguina J Nwakanma DC West S Conway DJ Drakeley CJ Human saliva as a source of anti-malarial antibodies to examine population exposure to Plasmodium falciparum Malar. J. 2011 10 1 104 10.1186/1475-2875-10-104 21527045 PMC3112448 · DOI
  71. [75]de Molon RS Rossa C Thurlings RM Cirelli JA Koenders MI Linkage of periodontitis and rheumatoid arthritis: current evidence and potential biological interactions Int. J. Mol. Sci. 2019 10.3390/ijms20184541 PMC6769683 31540277 · DOI
  72. [76]Eftekhari A Hasanzadeh M Sharifi S Dizaj SM Khalilov R Ahmadian E Bioassay of saliva proteins: the best alternative for conventional methods in non-invasive diagnosis of cancer Int. J. Biol. Macromol. 2019 124 1246 1255 10.1016/j.ijbiomac.2018.11.277 30513307 · DOI
  73. [79]Labat C Inflammatory mediators in saliva associated with arterial stiffness and subclinical atherosclerosis J. Hypertens. 2013 31 11 2251 2258 10.1097/HJH.0b013e328363dccc 23868086 PMC3819311 · DOI
  74. [80]Patil S Albogami S Hosmani J Mujoo S Kamil MA Mansour MA Abdul HN Bhandi S Ahmed SSSJ Artificial intelligence in the diagnosis of oral diseases: applications and pitfalls Diagnostics (Basel). 2022 12 5 1029 10.3390/diagnostics12051029 35626185 PMC9139975 · DOI
  75. [81]Kosaka T Salivary inflammatory cytokines may be novel markers of carotid atherosclerosis in a Japanese general population: the Suita study Atherosclerosis 2014 237 1 123 128 10.1016/j.atherosclerosis.2014.08.046 25238219 · DOI
  76. [82]Pay JB Shaw AM Towards salivary C-reactive protein as a viable biomarker of systemic inflammation Clin. Biochem. 2019 68 1 8 10.1016/j.clinbiochem.2019.04.006 30995442 · DOI
  77. [83]Zheng H Salivary biomarkers indicate obstructive sleep apnea patients with cardiovascular diseases Sci. Rep. 2014 4 7046 10.1038/srep07046 25395095 PMC4231342 · DOI
  78. [84]Aitken JP α-2-macroglobulin in saliva is associated with glycemic control in patients with type 2 diabetes mellitus Dis. Markers 2015 2015 128653 10.1155/2015/128653 25821337 PMC4363888 · DOI
  79. [85]Xu Z Saliva-coated titanium biosensor detects specific bacterial adhesion and bactericide caused mass loading upon cell death Biosens. Bioelectron. 2019 129 198 207 10.1016/J.BIOS.2019.01.035 30721795 · DOI
  80. [86]Zou C-S Preparation of disposable saliva α-amylase biosensor Chin. J. Anal. Chem. 2008 36 9 1217 1220 10.1016/S1872-2040(08)60068-7 · DOI
  81. [87]Soni A Surana RK Jha SK Smartphone based optical biosensor for the detection of urea in saliva Sens. Actuators B Chem. 2018 269 346 353 10.1016/J.SNB.2018.04.108 · DOI
  82. [88]Zangheri M Chemiluminescence-based biosensor for monitoring astronauts' health status during space missions: results from the International Space Station Biosens. Bioelectron. 2019 129 July 260 268 10.1016/j.bios.2018.09.059 30292340 · DOI
  83. [89]Griesche C Baeumner AJ Biosensors to support sustainable agriculture and food safety TrAC 2020 128 115906 10.1016/j.trac.2020.115906 · DOI
  84. [90]Malvano F Pilloton R Albanese D A novel impedimetric biosensor based on the antimicrobial activity of the peptide nisin for the detection of Salmonella spp Food Chem. 2020 325 April 126868 10.1016/j.foodchem.2020.126868 32387945 · DOI
  85. [91]Abid SA Biosensors as a future diagnostic approach for COVID-19 Life Sci. 2021 273 October 119117 10.1016/j.lfs.2021.119117 33508293 PMC7834970 · DOI
  86. [92]Gupta V Kaur A Salivary glucose levels in diabetes mellitus patients: a case-control study J. Oral Maxillofac. Pathol 2020 24 1 187 10.4103/jomfp.JOMFP_15_20 32508478 PMC7269279 · DOI
  87. [93]Mascarenhas P Fatela B Barahona I Effect of diabetes mellitus type 2 on salivary glucose—a systematic review and meta-analysis of observational studies PLoS ONE 2014 9 7 e101706 10.1371/journal.pone.0101706 25025218 PMC4098915 · DOI
  88. [94]Bhattacharyya A Chandra S Singh A Raj V Gupta B Salivary glucose levels and oral candidal carriage in Type 2 diabetics J. Oral Biol. Craniofacial Res. 2018 8 3 158 164 10.1016/j.jobcr.2016.11.004 PMC6107908 30191100 · DOI
  89. [95]Pérez-Ros P Navarro-Flores E Julián-Rochina I Martínez-Arnau FM Cauli O Changes in salivary amylase and glucose in diabetes: a scoping review Diagn. Basel Switz. 2021 11 3 453 10.3390/diagnostics11030453 PMC8001770 33800850 · DOI
  90. [96]Amer S Yousuf M Siddqiui PQ Alam J Salivary glucose concentrations in patients with diabetes mellitus—a minimally invasive technique for monitoring blood glucose levels Pak. J. Pharm. Sci. 2001 14 1 33 37 16414850
  91. [97]Naseri R Mozaffari HR Ramezani M Sadeghi M Effect of diabetes mellitus type 2 on salivary glucose, immunoglobulin A, total protein, and amylase levels in adults: a systematic review and meta-analysis of case-control studies J. Res. Med. Sci. 2018 23 89 10.4103/jrms.JRMS_135_18 30505327 PMC6225459 · DOI
  92. [98]Indira M Chandrashekar P Kattappagari KK Chandra LPK Chitturi RT Bv RR Evaluation of salivary glucose, amylase, and total protein in Type 2 diabetes mellitus patients Indian J. Dent. Res. 2015 26 3 271 275 10.4103/0970-9290.162883 26275194 · DOI
  93. [99]Abd-Elraheem SE El Saeed AM Mansour HH Salivary changes in type 2 diabetic patients Diabetes Metab. Syndr. 2017 11 Suppl 2 S637 S641 10.1016/j.dsx.2017.04.018 28511885 · DOI
  94. [100]Mrag M Saliva diagnostic utility in patients with type 2 diabetes: future standard method J. Med. Biochem. 2020 39 2 140 148 10.2478/jomb-2019-0019 33033445 PMC7526023 · DOI
  95. [101]Cha YJ Performance evaluation of the OraQuick hepatitis C virus rapid antibody test Ann. Lab. Med. 2013 33 3 184 189 10.3343/alm.2013.33.3.184 23667844 PMC3646192 · DOI
  96. [102]Augustine SAJ Rapid salivary IgG antibody screening for hepatitis A J. Clin. Microbiol. 2020 10.1128/JCM.00358-20 PMC7512171 32759356 · DOI
  97. [103]Bıyıkoğlu B Periodontal therapy in chronic periodontitis lowers gingival crevicular fluid interleukin-1beta and DAS28 in rheumatoid arthritis patients Rheumatol. Int. 2013 33 10 2607 2616 10.1007/s00296-013-2781-5 23728274 · DOI
  98. [104]Hitchon CA Antibodies to porphyromonas gingivalis are associated with anticitrullinated protein antibodies in patients with rheumatoid arthritis and their relatives J. Rheumatol. 2010 37 6 1105 1112 10.3899/jrheum.091323 20436074 · DOI
  99. [105]Okada M Kobayashi T Ito S Yokoyama T Abe A Murasawa A Yoshie H Periodontal treatment decreases levels of antibodies to porphyromonas gingivalis and citrulline in patients with rheumatoid arthritis and periodontitis J. Periodontol. 2013 84 12 e74 e84 10.1902/jop.2013.130079 23701010 · DOI
  100. [106]Zhang W Du Y Wang ML Non-invasive glucose monitoring using saliva nano-biosensor Sens. Bio-Sens. Res. 2015 4 23 29 10.1016/j.sbsr.2015.02.002 · DOI · Paper page
  101. [107]Use of thiolated oligonucleotides as anti-fouling diluents in electrochemical peptide-based sensors - Chemical Communications (RSC Publishing). https://pubs.rsc.org/en/content/articlelanding/2014/cc/c4cc01290a#!divAbstract. Accessed 7 June 2021. 24668223
  102. [109]Christodoulides N Application of microchip assay system for the measurement of C-reactive protein in human saliva Lab. Chip 2005 5 3 261 269 10.1039/b414194f 15726202 · DOI
  103. [110]Liang Y-H Chang C-C Chen C-C Chu-Su Y Lin C-W Development of an Au/ZnO thin film surface plasmon resonance-based biosensor immunoassay for the detection of carbohydrate antigen 15–3 in human saliva Clin. Biochem. 2012 45 18 1689 1693 10.1016/j.clinbiochem.2012.09.001 22981930 · DOI
  104. [111]Jokerst JV Nano-bio-chips for high performance multiplexed protein detection: determinations of cancer biomarkers in serum and saliva using quantum dot bioconjugate labels Biosens. Bioelectron. 2009 24 12 3622 3629 10.1016/j.bios.2009.05.026 19576756 PMC2740498 · DOI
  105. [112]Kwan RCH Leung HF Hon PYT Cheung HCF Hirota K Renneberg R Amperometric biosensor for determining human salivary phosphate Anal. Biochem. 2005 343 2 263 267 10.1016/j.ab.2005.05.021 15993373 · DOI

Authors
Kumari, S., Samara, M., Ampadi Ramachandran, R., Gosh, S., George, H., Wang, R., Pesavento, R. P., & Mathew, M. T.
Affiliations
  • University of Illinois Chicago (US)
  • Illinois Institute of Technology (US)
Corresponding author
Mathew, Mathew T.
Venue
Biomedical Materials & Devices
Published
2023-06-06
Volume
2
Issue
1
Pages
121-138
ISSN
  • 2731-4812 (ISSN-L)
  • 2731-4820
OpenAlex
W4380854633
Cited by
95
References
97
Citations by year
2026: 28 · 2025: 46 · 2024: 20 · 2023: 1
FWCI
2.13
Type
journal article
Language
en
Open access
Locations
  • Biomedical Materials & Devices (publishedVersion)
  • PubMed Central (publishedVersion)
  • PubMed (publishedVersion)
Funders
NIH (R01 DE031832)
Topics
  • Physical Sciences › Engineering › Biomedical Engineering › Biosensors and Analytical Detection
  • Health Sciences › Medicine › Infectious Diseases › SARS-CoV-2 detection and testing
  • Health Sciences › Medicine › Physiology › Salivary Gland Disorders and Functions
Keywords
salivary biomarkers, point-of-care testing, non-invasive diagnosis, periodontal diagnosis, systemic disease detection, ancestry inference, early diagnosis

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review