High-Throughput Sequencing Technology Assisted Investigation of the Correlation Between Intestinal Flora, Serum Biochemistry, Blood Lipids, and Tumour Markers in Patients with Gastric Cancer and Healthy Plateau Residents
- Authors: Zhu L.1, Wang B.1, Liu L.2, Han P.1, Ji L.1, Zhang Z.3, Zhang J.1
-
Affiliations:
- Department of Science and Education, Qinghai Provincial Peoples Hospital
- Department of General Surgery, Qinghai Provincial Peoples Hospital
- Department of Oncosurgery, Qinghai Provincial Peoples Hospital
- Issue: Vol 27, No 7 (2024)
- Pages: 996-1010
- Section: Chemistry
- URL: https://vietnamjournal.ru/1386-2073/article/view/644922
- DOI: https://doi.org/10.2174/1386207326666230808110029
- ID: 644922
Cite item
Full Text
Abstract
Aim:The goal is to use high-throughput sequencing technology to compare and study the structure and variety of intestinal flora in people with gastric cancer and healthy people in the Qinghai-Tibet Plateau.
Background:Recent research has connected gut flora structure to numerous disorders. Metabolites, endotoxins, and immunomodulatory modulation might cause gastrointestinal or other systemic diseases and affect gastric cancer treatment and prognosis. We used the correlation study to uncover biomarkers associated with good intestinal flora and gastric cancer groups on the plateau to investigate their involvement in gastric cancer development.
Objectives:To investigate the possible links between intestinal flora and gastric cancer in the Qinghai Plateau region using a variety of clinical phenotypic data and to investigate the flora that may be linked to gastric cancer.
Methods:The 22 Qinghai Province tertiary hospital gastric cancer patients and 30 healthy people had their fresh faeces collected. To examine intestinal flora diversity and composition, 52 patients underwent 16S rDNA high-throughput gene sequencing of intestinal bacteria. The correlation between clinical phenotypes and the top 15 dominant intestinal flora at the phylum level was analyzed.
Results:The difference in total protein TP between the healthy group and the gastric cancer group was statistically significant (P(<0.001). Globulin was significantly different (P(<0.05), TC of total cholesterol was significantly different (P(<0.05). High-density lipoprotein showed statistical significance (P(<0.05).The difference in low-density lipoprotein was statistically significant (P(<0.001). Alphafetoprotein was significantly different (P(<0.05). CA72-4 carbohydrate antigen (P(<0.05).
Conclusion:There were significant differences in total protein, globulin, total cholesterol, high density lipoprotein, low-density lipoprotein, alpha-fetoprotein and carbohydrate antigen CA72-4 in patients with gastric cancer in the plateau area compared with the healthy group, and the different clinical variables were correlated with intestinal flora at some phylum and genus levels.
About the authors
Linghong Zhu
Department of Science and Education, Qinghai Provincial Peoples Hospital
Email: info@benthamscience.net
Bo Wang
Department of Science and Education, Qinghai Provincial Peoples Hospital
Email: info@benthamscience.net
Linxun Liu
Department of General Surgery, Qinghai Provincial Peoples Hospital
Email: info@benthamscience.net
Pei Han
Department of Science and Education, Qinghai Provincial Peoples Hospital
Email: info@benthamscience.net
Li Ji
Department of Science and Education, Qinghai Provincial Peoples Hospital
Email: info@benthamscience.net
Zilong Zhang
Department of Oncosurgery, Qinghai Provincial Peoples Hospital
Author for correspondence.
Email: info@benthamscience.net
Jingni Zhang
Department of Science and Education, Qinghai Provincial Peoples Hospital
Author for correspondence.
Email: info@benthamscience.net
References
- Local Chronicles Compilation Committee of Qinghai Province. 2020.
- Fan, Z.; Zhang, Z.; Jianguo, X.; Ji, B.; From, D. 2014 to 2018, the disease composition and influencing factors of malignant tumour inpatients at Qinghai Provincial Peoples Hospital were studied. China Cancer, 2021, 30(05), 370-378.
- Sung, H.; Ferlay, J.; Siegel, R.L.; Laversanne, M.; Soerjomataram, I.; Jemal, A.; Bray, F. Global Cancer Statistics 2020: GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries. CA Cancer J. Clin., 2021, 71(3), 209-249. doi: 10.3322/caac.21660 PMID: 33538338
- Rong, G.; Xiong, Y.; Yang, Y.; Liu, Z.; Xiang, Z.; Lu, Y. From 1979 to 2008,6362 cases of gastric cancer were detected by gastroscopy in Qinghai province. World Chin. Digest. J., 2012, 20(36), 3777-3781. doi: 10.11569/wcjd.v20.i36.3777
- Singh, R.K. Key heterocyclic cores for smart anticancer drugdesign Part II; Bentham Science Publishers, 2022. doi: 10.2174/97898150400741220101
- Singh, R.K.; Kumar, S.; Prasad, D.N.; Bhardwaj, T.R. Therapeutic journery of nitrogen mustard as alkylating anticancer agents: Historic to future perspectives. Eur. J. Med. Chem., 2018, 151, 401-433. doi: 10.1016/j.ejmech.2018.04.001 PMID: 29649739
- Wilson, I.D.; Nicholson, J.K. Gut microbiome interactions with drug metabolism, efficacy, and toxicity. Transl. Res., 2017, 179(204), 204-222. doi: 10.1016/j.trsl.2016.08.002 PMID: 27591027
- Murakami, M.; Iwamoto, J.; Honda, A.; Tsuji, T.; Tamamushi, M.; Ueda, H.; Monma, T.; Konishi, N.; Yara, S.; Hirayama, T.; Miyazaki, T.; Saito, Y.; Ikegami, T.; Matsuzaki, Y. Detection of gut dysbiosis due to reduced clostridium subcluster XIVa using the fecal or serum bile acid profile. Inflamm. Bowel Dis., 2018, 24(5), 1035-1044. doi: 10.1093/ibd/izy022 PMID: 29688473
- Simonyte Sjödin, K.; Vidman, L.; Rydén, P.; West, C.E. Emerging evidence of the role of gut microbiota in the development of allergic diseases. Curr. Opin. Allergy Clin. Immunol., 2016, 16(4), 390-395. doi: 10.1097/ACI.0000000000000277 PMID: 27253486
- Roy, S.; Trinchieri, G. Microbiota: A key orchestrator of cancer therapy. Nat. Rev. Cancer, 2017, 17(5), 271-285. doi: 10.1038/nrc.2017.13 PMID: 28303904
- Zhang, Z.; Zhu, L.; Ma, Y.; Wang, B.; Ci, C.; Zhang, J.; Zhou, Y.; Dou, C.; Gu, Q.; An, Y.; Lan, Y.; Zhao, J. Study on the characteristics of intestinal flora composition in gastric cancer patients and healthy people in the qinghai-tibet plateau. Appl. Biochem. Biotechnol., 2022, 194(4), 1510-1526. doi: 10.1007/s12010-021-03732-4 PMID: 34792749
- Carmo Bastos, M.L.; Silva-Silva, J.V.; Neves Cruz, J.; Palheta da Silva, A.R.; Bentaberry-Rosa, A.A.; da Costa Ramos, G.; de Sousa Siqueira, J.E.; Coelho-Ferreira, M.R.; Percário, S.; Santana Barbosa Marinho, P.; Marinho, A.M.R.; de Oliveira Bahia, M.; Dolabela, M.F. Alkaloid from Geissospermum sericeum benth. & hook.f. ex miers (apocynaceae) induce apoptosis by caspase pathway in human gastric cancer cells. Pharmaceuticals, 2023, 16(5), 765. doi: 10.3390/ph16050765 PMID: 37242548
- Alves, F.S.; Cruz, J.N.; de Farias Ramos, I.N.; do Nascimento Brandão, D.L.; Queiroz, R.N.; da Silva, G.V.; da Silva, G.V.; Dolabela, M.F.; da Costa, M.L.; Khayat, A.S.; de Arimatéia Rodrigues do Rego, J.; do Socorro Barros Brasil, D. Evaluation of antimicrobial activity and cytotoxicity effects of extracts of Piper nigrum L. and piperine. Separations, 2022, 10(1), 21. doi: 10.3390/separations10010021
- Bolger, A.M.; Lohse, M.; Usadel, B. Trimmomatic: A flexible trimmer for Illumina sequence data. Bioinformatics, 2014, 30(15), 2114-2120. doi: 10.1093/bioinformatics/btu170 PMID: 24695404
- Rognes, T.; Flouri, T.; Nichols, B.; Quince, C.; Mahé, F. VSEARCH: A versatile open source tool for metagenomics. PeerJ, 2016, 4e2584. doi: 10.7717/peerj.2584 PMID: 27781170
- Kumar, S.; Sharma, B.; Bhardwaj, T.R.; Singh, R.K. Design, synthesis and studies on novel polymeric prodrugs of erlotinib for colon drug delivery. Anticancer. Agents Med. Chem., 2021, 21(3), 383-392. doi: 10.2174/1871520620666200811124013 PMID: 32781967
- Kumar, S.; Sharma, B.; Thakur, K.; Bhardwaj, T.R.; Prasad, D.N.; Singh, R.K. Recent advances in the development of polymeric nanocarrier formulations for the treatment of colon cancer. Drug Deliv. Lett., 2019, 9(1), 2-14. doi: 10.2174/2210303108666181109120710
- Gaulke, C.A.; Sharpton, T.J. The influence of ethnicity and geography on human gut microbiome composition. Nat. Med., 2018, 24(10), 1495-1496. doi: 10.1038/s41591-018-0210-8 PMID: 30275567
- Malfertheiner, P.; Megraud, F; O'Morain, CA management of helicobacter pylori infection-the maastricht V/florence consensus report. Gut., 2017, 66(1), 6-30.
- Chang, S.C.; Goldstein, B.Y.; Mu, L.; Cai, L.; You, N.C.Y.; He, N.; Ding, B.G.; Zhao, J.K.; Yu, S.Z.; Heber, D.; Zhang, Z.F.; Lu, Q.Y. Plasma folate, vitamin B12, and homocysteine and cancers of the esophagus, stomach, and liver in a Chinese population. Nutr. Cancer, 2015, 67(2), 212-223. doi: 10.1080/01635581.2015.989375 PMID: 25607998
- Feng, X. Clinical significance of serum CA199, CEA, CRP, and CA72-4 detection in GC patients. China J. Cancer Prev. Treat., 2019, 26(S1), 68-70.
- Karimi, P.; Islami, F.; Anandasabapathy, S.; Freedman, N.D.; Kamangar, F. Gastric cancer: Descriptive epidemiology, risk factors, screening, and prevention. Cancer Epidemiol. Biomarkers Prev., 2014, 23(5), 700-713. doi: 10.1158/1055-9965.EPI-13-1057 PMID: 24618998
- Hashmi, S.; Wang, Y.; Suman, D.S.; Parhar, R.S.; Collison, K.; Conca, W.; Al-Mohanna, F.; Gaugler, R. Human cancer: Is it linked to dysfunctional lipid metabolism? Biochim. Biophys. Acta, Gen. Subj., 2015, 1850(2), 352-364. doi: 10.1016/j.bbagen.2014.11.004 PMID: 25450488
- Asano, K.; Kubo, M.; Yonemoto, K.; Doi, Y.; Ninomiya, T.; Tanizaki, Y.; Arima, H.; Shirota, T.; Matsumoto, T.; Iida, M.; Kiyohara, Y. Impact of serum total cholesterol on the incidence of gastric cancer in a population-based prospective study: The Hisayama study. Int. J. Cancer, 2008, 122(4), 909-914. doi: 10.1002/ijc.23191 PMID: 17957783
- Nam, S.Y.; Park, B.J.; Nam, J.H. The impact of helicobacter pylori eradication and high-density lipoprotein on the development of de novo gastric cancer. Gastrointest. Endosc., 2019, 90, 448-456. doi: 10.1016/j.gie.2019.04.232 PMID: 31034810
- Ning, W.; Fu, L. Sui, Chengguang Correlation analysis of serum IGF-1 with CEA, CA125, CA199, and CA724 levels in patients with gastric cancer and its significance in the diagnosis of gastric cancer. Chin. J. Lab. Daig., 2021, 25(2), 194-197.
- Xiong, S.; Zipeng, Xv.; Nan, Y. combined detection of tumour markers, serum pepsinogen, and gastrin-17 in the diagnosis of gastric cancer. Chin. J. Basic Clin. Surg., 2019, 26(8), 923-928.
- Donemei, T.; Cheng, X. A comparison of the utility of biopsy under the gastroscope versus surgical pathology in the diagnosis of gastric cancer. J. Color. Anal Surgery, 2018, 24(S2), 19-20.
- Dong, J.; Xiao, S.; Hongwei, F. Comparative study of SOX and XELOX regimens on serum tumor markers, survival and tolerance in patients with recurrent gastric cancer after surgery. J. Practical. Can., 2021, 36(5), 831-835.
- Liu, Y.; Cheng, S.; Qing, Q. The role of CEA, AFP, and CA242 in the pathological diagnosis and prognosis evaluation of gastric cancer. Hebei Med. J., 2017, 39(9), 1335-1337.
- Colcher, D.; Hand, P.H.; Nuti, M.; Schlom, J. A spectrum of monoclonal antibodies reactive with human mammary tumor cells. Proc. Natl. Acad. Sci. USA, 1981, 78(5), 3199-3203. doi: 10.1073/pnas.78.5.3199 PMID: 6789331
- Shi, N.; Na, Z.; Yan, J. The importance of detecting serum carcinoembryonic antigen, CA72-4, and CA19-9 in the early detection of gastric cancer. Guide to Chinese Medicine, 2021, 19(20), 2.
- Yan, Z.; Li, Y.; Yuhong, Xv. The utility of serum pepsinogen in conjunction with CA724 in the differential diagnosis of gastric cancer. International Journal of Immunology, 2017, 40(4), 40I-403.
- Yongxin, X.; Chunyang, T.; Jie, G. Changes and significance of serum annexin A1, carbohydrate antigen 72-4, pepsinogen I and gastrin-17 levels in patients with gastric cancer. Cancer Prog., 2020, 18(23), 2413-2416.
- Dias-Jácome, E.; Libânio, D.; Borges-Canha, M. A systematic review of the role of non-Helicobacter pylori bacteria in gastric microbiota and carcinogenesis. Revista Espaola De Enfermedades Digestivas, 2016, 108(9), 530-540. doi: 10.17235/reed.2016.4261/2016 PMID: 27604361
- Ferreira, R.M.; Pereira-Marques, J.; Pinto-Ribeiro, I.; Costa, J.L.; Carneiro, F.; Machado, J.C.; Figueiredo, C. Gastric microbial community profiling reveals a dysbiotic cancer-associated microbiota. Gut, 2018, 67(2), 226-236. doi: 10.1136/gutjnl-2017-314205 PMID: 29102920
- Fan, Y.; Pedersen, O. Gut microbiota in human metabolic health and disease. Nat. Rev. Microbiol., 2021, 19(1), 55-71. doi: 10.1038/s41579-020-0433-9 PMID: 32887946
- Boulange, C.L.; Neves, A.L.; Chilloux, J. The gut microbiotas influence on inflammation, obesity, and metabolic disease. Genome Med., 2016, 8(1), 42. doi: 10.1186/s13073-016-0303-2 PMID: 27098727
- Wang, Z.; Koonen, D.; Hofker, M.; Fu, J. Gut microbiome and lipid metabolism. Curr. Opin. Lipidol., 2016, 27(3), 216-224. doi: 10.1097/MOL.0000000000000308 PMID: 27054442
- Li, M. Correlation between nonalcoholic fatty liver disease and Helicobacter pylori infection; Kunming Medical University, 2019.
- Xiao, M. Effect of the accelerated rehabilitation surgery concept on postoperative clinical indicators and disease-free function of elderly patients with gastric Cancer. J. Clinic Med. Prac., 2015, 19(10), 34-36.
- Imhann, F.; Bonder, M.J.; Vich Vila, A.; Fu, J.; Mujagic, Z.; Vork, L.; Tigchelaar, E.F.; Jankipersadsing, S.A.; Cenit, M.C.; Harmsen, H.J.M.; Dijkstra, G.; Franke, L.; Xavier, R.J.; Jonkers, D.; Wijmenga, C.; Weersma, R.K.; Zhernakova, A. Proton pump inhibitors affect the gut microbiome. Gut, 2016, 65(5), 740-748. doi: 10.1136/gutjnl-2015-310376 PMID: 26657899
- Gao, F.; Li, M.; Liu, Y.; Gao, C.; Wen, S.; Tang, L. Intestinal dysbacteriosis induces changes of T lymphocyte subpopulations in Peyers patches of mice and orients the immune response towards humoral immunity. Gut Pathog., 2012, 4(1), 19. doi: 10.1186/1757-4749-4-19 PMID: 23228177
- Johnson, BM; Gaudreau, MC; Gudi, R; Brown, R; Gilkeson, G; Vasu, C Gut microbiota differently contributes to intestinal immune phenotype and systemic autoimmune progression in female and male lupus-prone mice. J. Autoimmun., 2020, 108, 102420. doi: 10.1016/j.jaut.2020.102420
- Li, N.; Bai, C.; Lin, Z. Fecal flora differences between patients with digestive tract tumours and healthy people. Acta Academiae Medicinae Sinicae, 2019, 41(5), 636-645. PMID: 31699194
Supplementary files
