Abstract
Hypobaric hypoxia (HH), a pathophysiological condition caused by an ascent to a high altitude. It occurs due to a deficiency of oxygen at the tissue level. Saliva is an advantageous biological sample because of easy, low cost and minimally invasive sample collection and processing. Although few reports have documented the effect of long term exposure to hypobaric hypoxia on salivary proteome but short term proteome based study remains uninvestigated. In this study, age-matched male SD rats were exposed to simulated hypobaric hypoxia (~ 25,000 ft, 7620 m) for 1 day (HD1), 3 days (HD3) and 7 days (HD7) followed by iTRAQ based LCMS/MS comparison with normoxic controls. Oxidative stress being the main event of hypobaric hypoxia suggested an initial increase in levels of oxidative stress parameters such as reactive oxygen species (ROS) and lipid peroxidation; and decrease in antioxidant enzymes such as the activity of catalase and reduced glutathione. Based on iTRAQ, out of 67 differentially expressed proteins, 36 (22 up-regulated and 14 down-regulated), 45 (24 up-regulated and 21 down-regulated), and 45 (19 up-regulated and 26 down-regulated) were modulated in HD1, HD3, and HD7 group respectively. Few proteins such as BPI fold-containing family A member 2, cystatin, and carbonic anhydrase 1 showed many folds differential expression in exposed groups as compared to normoxia. Through Ingenuity Pathways analysis, we have observed glucocorticoid receptor signaling and MSP-RON pathway to be most significantly affected. Glucocorticoid receptor signaling and MSP-RON signalling being the most significant pathways involved modulated proteins such as annexin 1, hsp90, keratin, actin-beta, and kallikrein 1. These proteins were found to aid in acclimatization and survival during hypobaric hypoxia. Taken together, this study provided the proof of concept for footprints of hypobaric hypoxia-mediated events during short term exposure through rat salivary proteome.
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Abbreviations
- iTRAQ:
-
Isobaric tags for relative and absolute quantification
- LCMS/MS:
-
Liquid chromatography based mass spectrometry
- HH:
-
Hypobaric hypoxia
References
Ahmad Y, Shukla D, Garg I, Sharma NK, Saxena S, Malhotra V, Bhargava K (2011) Identification of haptoglobin and apolipoprotein AI as biomarkers for high altitude pulmonary edema. Funct Integr Genom 11:407
Ahmad Y, Sharma NK, Garg I, Ahmad MF, Sharma M, Bhargava K (2013) An insight into the changes in human plasma proteome on adaptation to hypobaric hypoxia. PLoS ONE 8:e67548
Ahmad Y, Sharma NK, Ahmad MF, Sharma M, Garg I, Bhargava K (2014) Proteomic identification of novel differentiation plasma protein markers in hypobaric hypoxia-induced rat model. PLoS ONE 9:e98027
Alves JB, Alves MS, Naito Y (1994) Induction of synthesis of the rat cystatin S protein by the submandibular gland during the acute phase of experimental Chagas disease. Mem Inst Oswaldo Cruz 89:81–85
Ambatipudi S, Bhosale PG, Heath E, Pandey M, Kumar G, Kane S, Patil A, Maru GB, Desai RS, Watt FM, Mahimkar MB (2013) Downregulation of keratin 76 expression during oral carcinogenesis of human, hamster and mouse. PLoS ONE 8:e70688
Anamika Gangwar SJ, Paul S, Ahmad Y, Bhargava K (2019) Biofluids in hypobaric hypoxia: best possible use, investigative strategies and putative markers. J Proteins Proteom 10:191–206
Baitharu I, Deep SN, Jain V, Prasad D, Ilavazhagan G (2013) Inhibition of glucocorticoid receptors ameliorates hypobaric hypoxia induced memory impairment in rat. Behav Brain Res 240:76–86
Cai X, Wong YF, Zhou H, Xie Y, Liu ZQ, Jiang ZH, Bian ZX, Xu HX, Liu L (2006) The comparative study of Sprague-Dawley and Lewis rats in adjuvant-induced arthritis. Naunyn Schmiedebergs Arch Pharmacol 373:140–147
Campo J, Perea MA, del Romero J, Cano J, Hernando V, Bascones A (2006) Oral transmission of HIV, reality or fiction? An update. Oral Dis 12:219–228
Chiappin S, Antonelli G, Gatti R, De Palo EF (2007) Saliva specimen: a new laboratory tool for diagnostic and basic investigation. Clin Chim Acta 383:30–40
Coimbra-Costa D, Alva N, Duran M, Carbonell T, Rama R (2017) Oxidative stress and apoptosis after acute respiratory hypoxia and reoxygenation in rat brain. Redox Biol 12:216–225
Colaianna M, Schiavone S, Zotti M, Tucci P, Morgese MG, Backdahl L, Holmdahl R, Krause KH, Cuomo V, Trabace L (2013) Neuroendocrine profile in a rat model of psychosocial stress: relation to oxidative stress. Antioxid Redox Signal 18:1385–1399
da Costa G, Lamy E, Capelae SF, Andersen J, Sales BE, Coelho AV (2008) Salivary amylase induction by tannin-enriched diets as a possible countermeasure against tannins. J Chem Ecol 34:376–387
Debevec T, Millet GP, Pialoux V (2017) Hypoxia-induced oxidative stress modulation with physical activity. Front Physiol 8:84
Denny P, Hagen FK, Hardt M, Liao L, Yan W, Arellanno M, Bassilian S, Bedi GS, Boontheung P, Cociorva D, Delahunty CM, Denny T, Dunsmore J, Faull KF, Gilligan J, Gonzalez-Begne M, Halgand F, Hall SC, Han X, Henson B, Hewel J, Hu S, Jeffrey S, Jiang J, Loo JA, Ogorzalek Loo RR, Malamud D, Melvin JE, Miroshnychenko O, Navazesh M, Niles R, Park SK, Prakobphol A, Ramachandran P, Richert M, Robinson S, Sondej M, Souda P, Sullivan MA, Takashima J, Than S, Wang J, Whitelegge JP, Witkowska HE, Wolinsky L, Xie Y, Xu T, Yu W, Ytterberg J, Wong DT, Yates JR, Fisher SJ (2008) The proteomes of human parotid and submandibular/sublingual gland salivas collected as the ductal secretions. J Proteome Res 7:1994–2006
Elverdin JC, Chiarenza AP, Frid AB, Giglio MJ (1995) Effects of chronic hypoxia on the secretory responses of rat salivary glands. Arch Oral Biol 40:459–462
Gaur P, Saini S, Vats P, Kumar B (2018) Regulation, signalling and functions of hormonal peptides in pulmonary vascular remodelling during hypoxia. Endocrine 59:466–480
Gumprecht LA, Long CR, Soper KA, Smith PF, Haschek-Hock WM, Keenan KP (1993) The early effects of dietary restriction on the pathogenesis of chronic renal disease in Sprague-Dawley rats at 12 months. Toxicol Pathol 21:528–537
Hackett PH, Roach RC (2004) High altitude cerebral edema. High Alt Med Biol 5:136–146
Hassan MN, Belibasakis GN, Gumus P, Ozturk VO, Emingil G, Bostanci N (2018) Annexin-1 as a salivary biomarker for gingivitis during pregnancy. J Periodontol 89:875–882
Hernandez R, Blanco S, Peragon J, Pedrosa JA, Peinado MA (2013) Hypobaric hypoxia and reoxygenation induce proteomic profile changes in the rat brain cortex. Neuromol Med 15:82–94
Honore PM, De Bels D, Spapen HD (2018) BPI fold-containing family a member 2 as a biomarker of acute kidney injury-close but no (clinical) cigar? Ann Transl Med 6:191
Hu S, Loo JA, Wong DT (2006) Human body fluid proteome analysis. Proteomics 6:6326–6353
Jain K, Suryakumar G, Prasad R, Ganju L (2013) Upregulation of cytoprotective defense mechanisms and hypoxia-responsive proteins imparts tolerance to acute hypobaric hypoxia. High Alt Med Biol 14:65–77
Jain K, Suryakumar G, Ganju L, Singh SB (2014) Differential hypoxic tolerance is mediated by activation of heat shock response and nitric oxide pathway. Cell Stress Chaperones 19:801–812
Jain S, Ahmad Y, Bhargava K (2018) Salivary proteome patterns of individuals exposed to high altitude. Arch Oral Biol 96:104–112
Jain S, Paul S, Meena RN, Gangwar A, Panjwani U, Ahmad Y, Bhargava K (2019) Saliva panel of protein candidates: a comprehensive study for assessing high altitude acclimatization. Nitric Oxide 95:1–11
Jain S, Paul S, Meena RN, Gangwar A, Panjwani U, Ahmad Y, Bhargava K (2020) Saliva panel of protein candidates: a comprehensive study for assessing high altitude acclimatization. Nitric Oxide 95:1–11
Jefferson JA, Simoni J, Escudero E, Hurtado ME, Swenson ER, Wesson DE, Schreiner GF, Schoene RB, Johnson RJ, Hurtado A (2004) Increased oxidative stress following acute and chronic high altitude exposure. High Alt Med Biol 5:61–69
Jin F, Wu Q, Lu YF, Gong QH, Shi JS (2008) Neuroprotective effect of resveratrol on 6-OHDA-induced Parkinson's disease in rats. Eur J Pharmacol 600:78–82
Kaczor-Urbanowicz KE, Martin Carreras-Presas C, Aro K, Tu M, Garcia-Godoy F, Wong DT (2017) Saliva diagnostics - Current views and directions. Exp Biol Med (Maywood) 242:459–472
Kota SK, Pernicone E, Leaf DE, Stillman IE, Waikar SS, Kota SB (2017) BPI fold-containing family a member 2/parotid secretory protein is an early biomarker of AKI. J Am Soc Nephrol 28:3473–3478
Kumar S, Sharma P, Bansal A, Sharma PC, Aggarwal KK (2014) Hypobaric hypoxia-mediated protein expression in plasma of susceptible & tolerant rats. Indian J Med Res 140:756–765
Lamy E, Graca G, da Costa G, Franco C, Baptista ES, Coelho AV (2010) Changes in mouse whole saliva soluble proteome induced by tannin-enriched diet. Proteome Sci 8:65
Lee SH, Lee PH, Kim BG, Seo HJ, Baek AR, Park JS, Lee JH, Park SW, Kim DJ, Park CS, Jang AS (2018) Annexin A1 in plasma from patients with bronchial asthma: its association with lung function. BMC Pulm Med 18:1
Li K, Gesang L, Dan Z, Gusang L (2017) Transcriptome reveals the overexpression of a kallikrein gene cluster (KLK1/3/7/8/12) in the Tibetans with high altitude-associated polycythemia. Int J Mol Med 39:287–296
Ma TT, Wang Y, Zhou XL, Jiang H, Guo R, Jia LN, Chang H, Gao Y, Yao XY, Gao ZM, Pan L (2015) Research on rat models of hypobaric hypoxia-induced pulmonary hypertension. Eur Rev Med Pharmacol Sci 19:3723–3730
Magalhaes J, Ascensao A, Soares JM, Ferreira R, Neuparth MJ, Marques F, Duarte JA (2005) Acute and severe hypobaric hypoxia increases oxidative stress and impairs mitochondrial function in mouse skeletal muscle. J Appl Physiol 99:1247–1253
Mairbaurl H, Schwobel F, Hoschele S, Maggiorini M, Gibbs S, Swenson ER, Bartsch P (2003) Altered ion transporter expression in bronchial epithelium in mountaineers with high-altitude pulmonary edema. J Appl Physiol 95:1843–1850
Malathi ER, Aravindha Babu N, Jimson S (2016) Saliva as a diagnostic tool. Biomed Pharmacol J 9:867
Martinez JR, Martinez AM, Garrett L, Korman P (1979) Chronically reserpinized rat as a model for cystic fibrosis: Na+ transport inhibitory effect in submaxillary saliva. Pediatr Res 13:1156–1159
Milani M, Laranjeira AB, de Vasconcellos JF, Brandalise SR, Nowill AE, Yunes JA (2015) Plasma Hsp90 level as a marker of early acute lymphoblastic leukemia engraftment and progression in mice. PLoS ONE 10:e0129298
Nakamura-Kiyama M, Ono K, Masuda W, Hitomi S, Matsuo K, Usui M, Nakashima K, Yokota M, Inenaga K (2014) Changes of salivary functions in experimental periodontitis model rats. Arch Oral Biol 59:125–132
Nayar G, Gauna A, Chukkapalli S, Velsko I, Kesavalu L, Cha S (2016) Polymicrobial infection alter inflammatory microRNA in rat salivary glands during periodontal disease. Anaerobe 38:70–75
Ou LC, Smith RP (1983) Probable strain differences of rats in susceptibilities and cardiopulmonary responses to chronic hypoxia. Respir Physiol 53:367–377
Padhy G, Sethy NK, Ganju L, Bhargava K (2013) Abundance of plasma antioxidant proteins confers tolerance to acute hypobaric hypoxia exposure. High Alt Med Biol 14:289–297
Patlolla AK, Barnes C, Yedjou C, Velma VR, Tchounwou PB (2009) Oxidative stress, DNA damage, and antioxidant enzyme activity induced by hexavalent chromium in Sprague-Dawley rats. Environ Toxicol 24:66–73
Paul S, Bhargava K, Ahmad Y (2017a) The meta-analytical paradigm in an in silico hybrid: Pathways and networks perturbed during exposure to varying degrees of hypobaric hypoxia. Proteom Clin Appl. https://doi.org/10.1002/prca.201600160
Paul S, Gangwar A, Bhargava K, Ahmad Y (2017b) STAT3-RXR-Nrf2 activates systemic redox and energy homeostasis upon steep decline in pO2 gradient. Redox Biol 14:423–438
Peinado MA, Hernandez R, Peragon J, Ovelleiro D, Pedrosa JA, Blanco S (2014) Proteomic characterization of nitrated cell targets after hypobaric hypoxia and reoxygenation in rat brain. J Proteomics 109:309–321
Ramos EJ, Xu Y, Romanova I, Middleton F, Chen C, Quinn R, Inui A, Das U, Meguid MM (2003) Is obesity an inflammatory disease? Surgery 134:329–335
Reaven GM (1991) Insulin resistance, hyperinsulinemia, hypertriglyceridemia, and hypertension. Parallels between human disease and rodent models. Diabetes Care 14:195–202
Reuter S, Gupta SC, Chaturvedi MM, Aggarwal BB (2010) Oxidative stress, inflammation, and cancer: how are they linked? Free Radic Biol Med 49:1603–1616
San T, Polat S, Cingi C, Eskiizmir G, Oghan F, Cakir B (2013) Effects of high altitude on sleep and respiratory system and theirs adaptations. Sci World J 2013:241569
Sarndahl E, Bergstrom I, Nijm J, Forslund T, Perretti M, Jonasson L (2010) Enhanced neutrophil expression of annexin-1 in coronary artery disease. Metabolism 59:433–440
Schafer CA, Schafer JJ, Yakob M, Lima P, Camargo P, Wong DT (2014) Saliva diagnostics: utilizing oral fluids to determine health status. Monogr Oral Sci 24:88–98
Schneider PB, Moonie S, Fulkerson ND, Nicholas J, Bammler T, Voss JG (2013) Simulated flight, muscle genetics, and inflammatory indicators in mice. Aviat Space Environ Med 84:840–844
Scott J, Gradwell E (1989) A quantitative study of the effects of chronic hypoxia on the histological structure of the rat major salivary glands. Arch Oral Biol 34:315–319
Sequeira I, Neves JF, Carrero D, Peng Q, Palasz N, Liakath-Ali K, Lord GM, Morgan PR, Lombardi G, Watt FM (2018) Immunomodulatory role of Keratin 76 in oral and gastric cancer. Nat Commun 9:3437
Sharma NK, Sethy NK, Bhargava K (2013) Comparative proteome analysis reveals differential regulation of glycolytic and antioxidant enzymes in cortex and hippocampus exposed to short-term hypobaric hypoxia. J Proteom 79:277–298
Sharp FR, Bernaudin M (2004) HIF1 and oxygen sensing in the brain. Nat Rev Neurosci 5:437–448
Shi Y, Liu X, Lou J, Han X, Zhang L, Wang Q, Li B, Dong M, Zhang Y (2014) Plasma levels of heat shock protein 90 alpha associated with lung cancer development and treatment responses. Clin Cancer Res 20:6016–6022
Terrizzi AR, Fernandez-Solari J, Lee CM, Conti MI, Martinez MP (2016) Deleterious effect of chronic continuous hypoxia on oral health. Arch Oral Biol 72:1–7
Underwood DC, Bochnowicz S, Osborn RR, Louden CS, Hart TK, Ohlstein EH, Hay DW (1998) Chronic hypoxia-induced cardiopulmonary changes in three rat strains: inhibition by the endothelin receptor antagonist SB 217242. J Cardiovasc Pharmacol 31(Suppl 1):S453–S455
Vij AG, Dutta R, Satija NK (2005) Acclimatization to oxidative stress at high altitude. High Alt Med Biol 6:301–310
Wang H, Joseph JA (1999) Quantifying cellular oxidative stress by dichlorofluorescein assay using microplate reader. Free Radic Biol Med 27:612–616
Wilson MH, Newman S, Imray CH (2009) The cerebral effects of ascent to high altitudes. Lancet Neurol 8:175–191
Wu LY, Juan CC, Ho LT, Hsu YP, Hwang LS (2004) Effect of green tea supplementation on insulin sensitivity in Sprague-Dawley rats. J Agric Food Chem 52:643–648
Yang T, Huang QY, Shan FB, Guan LB, Cai MC (2012) Effects of acute hypobaric hypoxia and exhaustive exercise on AMP-activated protein kinase phosphorylation in rat skeletal muscle. Sheng Li Xue Bao 64:193–198
Yao HP, Zhou YQ, Zhang R, Wang MH (2013) MSP-RON signalling in cancer: pathogenesis and therapeutic potential. Nat Rev Cancer 13:466–481
Yoshizawa JM, Schafer CA, Schafer JJ, Farrell JJ, Paster BJ, Wong DT (2013) Salivary biomarkers: toward future clinical and diagnostic utilities. Clin Microbiol Rev 26:781–791
Yuan F, Guo Z, Xu Y, Wang X, Bu HM, Zhong N, Zhang Y, Zhou ZN (2008) Comparison of the effects of chronic intermittent hypobaric hypoxia and continuous hypobaric hypoxia on hemodynamics in rats. Sheng Li Xue Bao 60:687–694
Zuehlke AD, Moses MA, Neckers L (2018) Heat shock protein 90: its inhibition and function. Philos Trans R Soc Lond B Biol Sci. https://doi.org/10.1098/rstb.2016.0527
Acknowledgements
This work was supported by grants (DIP-263) from Defence Research and Development Organization (DRDO), Ministry of Defence, Government of India. Authors would like to acknowledge Central Instrumentation Facility, University of Delhi south campus, Delhi for LC-MS/MS facility. Shikha Jain is recipient of Senior Research Fellowship from University Grants Commission (UGC). Subhojit Paul is recipient of Senior Research Fellowship from Council of Scientific and Industrial Research (CSIR). Anamika Gangwar is recipient of Senior Research Fellowship from Department of Science and Technology (DST-INSPIRE).
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Conceived and designed the experiments by YA and KB. Experiments were performed by SJ, SP and AG. Representative figures were designed by SJ. Manuscript was written by SJ. Manuscript was critically evaluated by YA and KB.
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Jain, S., Paul, S., Gangwar, A. et al. Quantitative proteomics reveal an altered pattern of protein expression in saliva of hypobaric hypoxia-induced rat model. J Proteins Proteom 11, 81–92 (2020). https://doi.org/10.1007/s42485-020-00037-8
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DOI: https://doi.org/10.1007/s42485-020-00037-8