Skip to main content
Log in

Metagenomic Analysis of the Faecal Microbiome of Rats with 1, 2-Dimethylhydrazine Induced Colon Cancer and Prophylactic Whole-Cell Carotenoid Intervention

  • Original research article
  • Published:
Indian Journal of Microbiology Aims and scope Submit manuscript

Abstract

Rapidly evolving sequencing technologies have enabled efficient sequencing of complex genomes and metagenomes. Here, we have presented our metagenomic analysis of rat faeces isolated DNA, sequenced using long-read sequencing technology. The microbiome changes in the rat faeces after sixteen weeks of prolonged administration of subcutaneous 1,2 dimethylhydrazine to induce colon carcinogenesis and oral carotenoid-rich whole-cell lyophilised Dunaliella salina supplement. The faecal pellets were aseptically collected, and DNA was isolated and sequenced subsequently. The post-sequencing analysis revealed that the rat gut microbiome is highly complex and diverse. There was a significant difference between the microbiome of rats that received Dunaliella salina supplement in comparison with rats treated with 1,2 dimethylhydrazine and control rats. We observed the dominance of Bacteroidetes over Firmicutes in both cases of administration. The dominance was notably contributed by individuals like B. vulgatus, B. dorei, B. fragilis, P. ruminicola, and P. copri. The presence of protozoans like Trypanosoma, Trichomonas, and Leishmania was also identified among other commensal eukaryotes. Moreover, there was an abundant presence of bacteriophages targeting probiotic organisms like Lactobacillus among the identified DNA viruses.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

Availability of Data

The raw sequence reads of this metagenome project are submitted at the Sequence Read Archive (SRA) and can be accessed using Accession Number PRJNA622417.

Abbreviations

DSLP:

Dunaliella salina Lyophilised powder

DMH:

Dimethyl hydrazine

MG RAST:

Metagenomics rapid annotation based on subsystems technology

GUS:

Glucuronidase

References

  1. Shin J, Lee S, Go MJ et al (2016) Analysis of the mouse gut microbiome using full-length 16S rRNA amplicon sequencing. Sci Rep 6:1–10. https://doi.org/10.1038/srep29681

    Article  CAS  Google Scholar 

  2. Matturro B, Mascolo G, Rossetti S (2020) Microbiome changes and oxidative capability of an anaerobic PCB dechlorinating enrichment culture after oxygen exposure. N Biotechnol 56:96–102. https://doi.org/10.1016/j.nbt.2019.12.004

    Article  CAS  PubMed  Google Scholar 

  3. Likhachev A, Anisimov V, Parvanova L, Pozharisski K (1985) Effect of exogenous β-glucuronidase on the carcinogenicity of 1,2-dimethylhydrazine in rats: evidence that carcinogenic intermediates form conjugates and act through their subsequent enzymatic release. Carcinogenesis 6:679–681. https://doi.org/10.1093/carcin/6.5.679

    Article  CAS  PubMed  Google Scholar 

  4. Lyu Y, Wu L, Wang F et al (2018) Carotenoid supplementation and retinoic acid in immunoglobulin A regulation of the gut microbiota dysbiosis. Exp Biol Med 243:613–620. https://doi.org/10.1177/1535370218763760

    Article  CAS  Google Scholar 

  5. Srinivasan R, Chaitanyakumar A, Mageswari A, Gomathi A, Kumar JGSP, Jayasindu M et al (2017) Oral administration of lyophilized Dunaliella salina, a carotenoid-rich marine alga, reduces tumor progression in mammary cancer induced rats. https://doi.org/10.1039/c7fo01328k

  6. Gomathinayagam S, Gothandam KM (2020) Amelioration of doxorubicininduced cardiotoxicity by oral lyophilized Dunaliella salina supplement in a female Wistar rat model with active estrous cycle and surgical menopause. Phcog Mag 2020:16. https://doi.org/10.4103/pm.pm_52_20

    Article  CAS  Google Scholar 

  7. Emerich S, Fiala (1973) Investigations into the metabolism and mode of action of the colon carcinogen 1, 2-dimethylhydrazine. J Biophys Biochem Cytol 219:214–219

    Google Scholar 

  8. Reddy BS, Weisburger JH, Narisawa T, Wynder EL (1974) Colon carcinogenesis in germ-free rats with 1,-dimethylhydrazine and N-methyl-N’-nitro-N-nitrosoguanidine. Cancer Res 34:2368–2372

    CAS  PubMed  Google Scholar 

  9. Goldin BR, Gorbach SL (1981) Effect of antibiotics on incidence of rat intestinal tumors induced by 1, 2-dimethylhydrazine dihydrochloride. J Natl Cancer Inst 67:877–880. https://doi.org/10.1093/jnci/67.4.877

    Article  CAS  PubMed  Google Scholar 

  10. Ericsson AC, Gagliardi J, Bouhan D et al (2018) The influence of caging, bedding, and diet on the composition of the microbiota in different regions of the mouse gut. Sci Rep 8:1–13. https://doi.org/10.1038/s41598-018-21986-7

    Article  CAS  Google Scholar 

  11. Randall DW, Kieswich J, Swann J et al (2019) Batch effect exerts a bigger influence on the rat urinary metabolome and gut microbiota than uraemia: a cautionary tale. Microbiome 7:1–10. https://doi.org/10.1186/s40168-019-0738-y

    Article  Google Scholar 

  12. Sheahan T, Hakstol R, Kailasam S et al (2019) Rapid metagenomics analysis of EMS vehicles for monitoring pathogen load using nanopore DNA sequencing. PLoS ONE 14:1–20. https://doi.org/10.1371/journal.pone.0219961

    Article  CAS  Google Scholar 

  13. Liu X, Tan J, Yang H et al (2019) Characterization of skin microbiome in tinea pedis. Indian J Microbiol 59:422–427. https://doi.org/10.1007/s12088-019-00816-y

    Article  PubMed  PubMed Central  Google Scholar 

  14. Ma Q, Li Y, Wang J et al (2020) Investigation of gut microbiome changes in type 1 diabetic mellitus rats based on high-throughput sequencing. Biomed Pharmacother 124:109873. https://doi.org/10.1016/j.biopha.2020.109873

    Article  CAS  PubMed  Google Scholar 

  15. Cani PD (2018) Human gut microbiome: hopes, threats and promises. Gut 67:1716–1725. https://doi.org/10.1136/gutjnl-2018-316723

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  16. González-Prendes R, Pena RN, Solé E et al (2019) Modulatory effect of protein and carotene dietary levels on pig gut microbiota. Sci Rep 9:1–9. https://doi.org/10.1038/s41598-019-51136-6

    Article  CAS  Google Scholar 

  17. Wiese M, Bashmakov Y, Chalyk N et al (2019) Prebiotic effect of lycopene and dark chocolate on gut microbiome with systemic changes in liver metabolism, skeletal muscles and skin in moderately obese persons. Biomed Res Int. https://doi.org/10.1155/2019/4625279

    Article  PubMed  PubMed Central  Google Scholar 

  18. Manju V, Nalini N (2007) Protective role of luteolin in 1,2-dimethylhydrazine induced experimental colon carcinogenesis. Cell Biochem Funct 25:189–194. https://doi.org/10.1002/cbf.1305

    Article  CAS  PubMed  Google Scholar 

Download references

Funding

This research did not receive any specific grant from funding agencies in the public, commercial, or not-for-profit sectors.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Gothandam Kodiveri Muthukaliannan.

Ethics declarations

Conflict of interest

The authors declare no conflicts of interest.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Electronic supplementary material

Below is the link to the electronic supplementary material.

Supplementary material 1 (XLSX 62 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Gomathinayagam, S., Kodiveri Muthukaliannan, G. Metagenomic Analysis of the Faecal Microbiome of Rats with 1, 2-Dimethylhydrazine Induced Colon Cancer and Prophylactic Whole-Cell Carotenoid Intervention. Indian J Microbiol 61, 38–44 (2021). https://doi.org/10.1007/s12088-020-00909-z

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12088-020-00909-z

Keywords

Navigation