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DOI: 10.5935/2526-8732.20220328
METABOLOMIC APPROACHES APPLIED TO THE STUDY OF CERVICAL CANCER: A SYSTEMATIC REVIEW
Financial support: None to declare.

ABSTRACT
Background: Cervical cancer (CC) is the fourth leading cause of cancer among women in the world. Metabolomics can provide a deeper understanding of the underlying metabolic alterations associated with its pathophysiology.
Objective: To systematically analyze metabolomic approaches and findings used in the study of cervical cancer.
Selection Criteria: Studies that included the use of metabolomics, obtained through biological samples, from patients diagnosed with CC.
Data collection and Analysis: The review was conducted according to the PRISMA guidelines, and registered in PROSPERO. The terms of Medical Subject Headings (MeSH) and Health Sciences Descriptors (DeCS) corresponding to “Metabolomics” and “Cervical Cancer” were used as descriptors. Article quality was reviewed based on the QUADOMICS criteria.
Results: A total of 17 articles were selected for systematic review. Study quality evaluation using QUADOMICS demonstrated heterogeneous results. The main changes in metabolite levels associated with cervical cancer were identified in alanine, creatine, valine, tyrosine, isoleucine, phosphatidylcholine, acetate, lactate and β-glucose. Some amino acid levels were reduced in patients with CC and changes in energy metabolism pathways were observed. Eight articles tested the diagnostic capacity of metabolomics, obtaining results for sensitivity > 90%, specificity between 73% and 99% and AUC between 0.78 and 0.99.
Conclusion: The results suggest that patients with CC present alterations in energy metabolism, amino acids and glycerolphospholipids, pointing to a potential group of specific biomarkers.
Publikationsverlauf
Eingereicht: 03. Januar 2022
Angenommen: 08. Juli 2022
Artikel online veröffentlicht:
29. September 2022
© 2022. The Author(s). This is an open access article published by Thieme under the terms of the Creative Commons Attribution 4.0 International License, permitting copying and reproduction so long as the original work is given appropriate credit (https://creativecommons.org/licenses/by/4.0/)
Thieme Revinter Publicações Ltda.
Rua do Matoso 170, Rio de Janeiro, RJ, CEP 20270-135, Brazil
Natalia Damasceno Almeida, Marcos Almeida Matos, Milena Bastos Brito, Amancio Jose de Souza. METABOLOMIC APPROACHES APPLIED TO THE STUDY OF CERVICAL CANCER: A SYSTEMATIC REVIEW. Brazilian Journal of Oncology 2022; 18: e-20220328.
DOI: 10.5935/2526-8732.20220328
-
REFERENCES
- 1
World Health Organization,
International Agency for Research on Cancer. Globocan.
(World) in 2018, all cancers, females, all ages. World Heal Organ [internet]. 2018
[Access in: 09/02/2020]. Available in: https://cutt.ly/ihjmtKW
MissingFormLabel
- 2
Instituto Nacional de Câncer (Brasil).
Estimativa 2020. Incidência do Câncer no Brasil. Rio de Janeiro: INCA; 2020. . [Access
in: 09/02/2020]. [Internet] Available in: https://www.inca.gov.br/sites/ufu.sti.inca.local/files/media/document/estimativa-2020-incidencia-de-cancer-no-brasil.pdf
MissingFormLabel
- 3
Instituto Nacional de Câncer (Brasil).
Atlas da Mortalidade. [Internet]. 2020 [Access in: 09/02/2020]. Available in: https://mortalidade.inca.gov.br/MortalidadeWeb/
MissingFormLabel
- 4
Serrano B,
Brotons M,
Bosch FX,
Bruni L.
Epidemiology and burden of HPV-related disease. Best Pract Res Clin Obstet Gynaecol
[Internet] 2018; [Access in: 09/19/2020]; 47: 14-26 Available in: https://doi.org/10.1016/j.bpobgyn.2017.08.006
MissingFormLabel
- 5
Petry KU.
HPV and cervical cancer. Scand J Clin Lab Invest Suppl. [Internet] 2014; [Access
in: 09/02/2020]; 244: 59-62 Available in: https://doi.org/10.3109/00365513.2014.936683
MissingFormLabel
- 6
Li B,
He X,
Jia W,
Li H.
Novel Applications of Metabolomics in Personalized Medicine: A Mini-Review. Molecules.
[Internet] 2017; [Access in: 09/02/2020]; 22 (07) 1-10 Available in: ttps://doi.org/10.3390/molecules22071173
MissingFormLabel
- 7
Kumar A,
Misra BB.
Challenges and Opportunities in Cancer Metabolomics. Proteomics. [Internet] 2019;
[Access in: 09/02/2020]; 19: 21-22 Available in: https://doi.org/10.1002/pmic.201900042
MissingFormLabel
- 8
Galvão TF,
Pansani TSA,
Harrad D.
Principais itens para relatar Revisões sistemáticas e Meta-análises: A recomendação
PRISMA. Epidemiol e Serviços Saúde. [Internet] 2015; [Access in: 10/10/2020]; 24
(02) 335-342 Available in: https://doi.org/10.5123/S1679-49742015000200017
MissingFormLabel
- 9
Lumbreras B,
Porta M,
Márquez S,
Pollán M,
Parker LA,
Hernández-Aguado I.
QUADOMICS: An adaptation of the Quality Assessment of Diagnostic Accuracy Assessment
(QUADAS) for the evaluation of the methodological quality of studies on the diagnostic
accuracy of '-omics'-based technologies. Clin Biochem [Internet] 2008; [Access in:
10/10/2020]; 41 16-17 1316-1325 Available in: http://dx.doi.org/10.1016/j.clinbiochem.2008.06.018
MissingFormLabel
- 10
Whiting P,
Rutjes A. W,
Reitsma J. B,
Bossuyt P. M,
Kleijnen J.
The development of QUADAS: a tool for the quality assessment of studies of diagnostic
accuracy included in systematic reviews. BMC medical research methodology. [Internet]
2003; [Access in: 10/9/2020]; 3: 25-25 Available in: https://doi.org/10.1186/1471-2288-3-25
MissingFormLabel
- 11
Abudula A,
Rouzi N,
Xu L,
Yang Y,
Hasimu A.
Tissue-based metabolomics reveals potential biomarkers for cervical carcinoma and
HPV infection. Bosnian journal of basic medical sciences. [Internet] 2020; [Access
in: 09/28/2020]; 20 (01) 78-87 Available in: https://doi.org/10.17305/bjbms.2019.4359
MissingFormLabel
- 12
Rodríguez-Esquivel M,
Rosales J,
Castro R,
Apresa-García T,
Garay Ó,
Romero-Morelos P,
Marrero-Rodríguez D,
Taniguchi-Ponciano K,
López-Romero R,
Guerrero-Flores H,
Morales B,
Mendoza-Rodríguez M,
Mosso-Lara D,
Núñez-Nolasco I,
Castro-Alba P,
Meza-Toledo S. E,
Salcedo M.
Volatolome of the Female Genitourinary Area: Toward the Metabolome of Cervical Cancer.
Archives of medical research. [Internet] 2018; [Access in: 09/28/2020]; 49 (01)
27-35 Available in: https://doi.org/10.1016/j.arcmed.2018.04.004
MissingFormLabel
- 13
Ilhan Z. E,
Łaniewski P,
Thomas N,
Roe D. J,
Chase D. M,
Herbst-Kralovetz M. M.
Deciphering the complex interplay between microbiota, HPV, inflammation and cancer
through cervicovaginal metabolic profiling. EBioMedicine. [Internet] 2019; [Access
in: 09/28/2020]; 44: 675-690 Available in: https://doi.org/10.1016/j.ebiom.2019.04.028
MissingFormLabel
- 14
Khan I,
Nam M,
Kwon M,
Seo S. S,
Jung S,
Han J. S,
Hwang G. S,
Kim M. K.
LC/MS-Based Polar Metabolite Profiling Identified Unique Biomarker Signatures for
Cervical Cancer and Cervical Intraepithelial Neoplasia Using Global and Targeted Metabolomics.
Cancers. [Internet] 2019; [Access in: 09/28/2020]; 11 (04) 511-511 Available in:
https://doi.org/10.3390/cancers11040511
MissingFormLabel
- 15
Paraskevaidi M,
Cameron S,
Whelan E,
Bowden S,
Tzafetas M,
Mitra A,
Semertzidou A,
Athanasiou A,
Bennett P. R,
MacIntyre D. A,
Takats Z,
Kyrgiou M.
Laser-assisted rapid evaporative ionisation mass spectrometry (LA-REIMS) as a metabolomics
platform in cervical cancer screening. EBioMedicine [Internet] 2020; [Access in:
09/28/2020]; 60: 103017-103017 Available in: https://doi.org/10.1016/j.ebiom.2020.103017
MissingFormLabel
- 16
Yang K,
Xia B,
Wang W,
Cheng J,
Yin M,
Xie H,
Li J,
Ma L,
Yang C,
Li A,
Fan X,
Dhillon H. S,
Hou Y,
Lou G,
Li K.
A Comprehensive Analysis of Metabolomics and Transcriptomics in Cervical Cancer. Scientific
reports. [Internet] 2017; [Access in: 10/13/2020]; 7: 43353-43353 Available in:
https://doi.org/10.1038/srep43353
MissingFormLabel
- 17
Ye N,
Liu C,
Shi P.
Metabolomics analysis of cervical cancer, cervical intraepithelial neoplasia and chronic
cervicitis by 1H NMR spectroscopy. European journal of gynaecological oncology. [Internet]
2015; [Access in: 10/13/2020]; 36 (02) 174-180 Available in: https://pubmed.ncbi.nlm.nih.gov/26050356/
MissingFormLabel
- 18
Zhou H,
Li Q,
Wang T,
Liang H,
Wang Y,
Duan Y,
Song M,
Wang Y,
Jin H.
Prognostic biomarkers of cervical squamous cell carcinoma identified via plasma metabolomics.
Medicine. [Internet] 2019; [Access in: 10/13/2020]; 98 (26) e16192 Available in:
https://doi.org/10.1097/MD
MissingFormLabel
- 19
De Silva S. S,
Payne G. S,
Thomas V,
Carter P. G,
Ind T. E,
deSouza N. M.
Investigation of metabolite changes in the transition from pre-invasive to invasive
cervical cancer measured using (1)H and (31) P magic angle spinning MRS of intact
tissue. NMR in biomedicine. [Internet] 2009; [Access in: 10/13/2020]; 22 (02) 1316-1325
191–19841(16–17) Available in: https://doi.org/10.1002/nbm.1302
MissingFormLabel
- 20
Hasim A,
Ali M,
Mamtimin B,
Ma J. Q,
Li Q. Z,
Abudula A.
Metabonomic signature analysis of cervical carcinoma and precancerous lesions in women
by (1) H NMR spectroscopy. Experimental and therapeutic medicine. [Internet] 2012;
[Access in: 10/10/2020]; 3 (06) 945-951 Available in: https://doi.org/10.3892/etm.2012.509
MissingFormLabel
- 21
Hasim A,
Aili A,
Maimaiti A,
Mamtimin B,
Abudula A,
Upur H.
Plasma-free amino acid profiling of cervical cancer and cervical intraepithelial neoplasia
patients and its application for early detection. Molecular biology reports. [Internet]
2013; [Access in: 10/13/2020]; 40 (10) 5853-5859 Available in: https://doi.org/10.1007/s11033-013-2691-3
MissingFormLabel
- 22
Shi P,
Zhang L,
Ye N.
Serum Metabolomic Analysis of Cervical Cancer Patients by Gas Chromatography-Mass
Spectrometry. Asian J. Chem. [Internet] 2015; [Access in: 10/13/2020]; 27 (02) 547-551
Available in: https://doi.org/10.14233/ajchem.2015.17027
MissingFormLabel
- 23
Sitter B,
Bathen T,
Hagen B,
Arentz C,
Skjeldestad F. E,
Gribbestad I. S.
Cervical cancer tissue characterized by high-resolution magic angle spinning MR spectroscopy.
Magma (New York, N.Y.). [Internet] 2004; [Access in: 10/13/2020]; 16 (04) 174-181
Available in: https://doi.org/10.1007/s10334-003-0025-5
MissingFormLabel
- 24
Yin M. Z,
Tan S,
Li X,
Hou Y,
Cao G,
Li K,
Kou J,
Lou G.
(2016). Identification of phosphatidylcholine and lysophosphatidylcholine as novel
biomarkers for cervical cancers in a prospective cohort study. Tumour biology: the
journal of the International Society for Oncodevelopmental Biology and Medicine. [Internet]
[Access in: 10/13/2020]; 37 (04) 5485-5492 2016. Available in: https://doi.org/10.1007/s13277-015-4164-x
MissingFormLabel
- 25
Chen X,
Yi C,
Yang M. J,
Sun X,
Liu X,
Ma H,
Li Y,
Li H,
Wang C,
He Y,
Chen G,
Chen S,
Yu L,
Yu D.
(2021). Metabolomics study reveals the potential evidence of metabolic reprogramming
towards the Warburg effect in precancerous lesions. Journal of Cancer 12 (05) 1563-1574
https://doi.org/10.7150/jca.54252
MissingFormLabel
- 26
Nam M,
Seo S. S,
Jung S,
Jang S. Y,
Lee J,
Kwon M,
Khan I,
Ryu D. H,
Kim M. K,
Hwang G. S.
(2021). Comparable Plasma Lipid Changes in Patients with High-Grade Cervical Intraepithelial
Neoplasia and Patients with Cervical Cancer. Journal of proteome research 20 (01)
740-750 https://doi.org/10.1021/acs.jproteome.0c00640
MissingFormLabel
- 27
Cheng F,
Wen Z,
Feng X,
Wang X,
Chen Y.
(2020). A serum lipidomic strategy revealed potential lipid biomarkers for early-stage
cervical cancer. Life sciences 260: 118489-118489 https://doi.org/10.1016/j.lfs.2020.118489
MissingFormLabel
- 28
Fontham ETH,
Wolf AMD,
Church TR.
et al.
Cervical Cancer Screening for Individuals at Average Risk: 2020 Guideline Update from
the American Cancer Society. CA Cancer J Clin. [Internet] 2020; [Access in: 03/08/2021].
Available in:
MissingFormLabel
- 29
Ahmed-Salim Y,
Galazis N,
Bracewell-Milnes T,
Phelps D. L,
Jones B. P,
Chan M,
Munoz-Gonzales M. D,
Matsuzono T,
Smith J. R,
Yazbek J,
Krell J,
Ghaem-Maghami S,
Saso S.
The application of metabolomics in ovarian cancer management: a systematic review.
International journal of gynecological cancer : official journal of the International
Gynecological Cancer SocietyAdvance online publication. [Internet] 2020; [Access
in: 02/23/2021] Available in:
MissingFormLabel
- 30
Li Z,
Zhang H.
Reprogramming of glucose, fatty acid and amino acid metabolism for cancer progression.
Cellular and molecular life sciences: CMLS, [Internet] 2016; [Access in: 02/23/2021]
73 (02) 377-392 Available in: https://doi.org/10.1007/s00018-015-2070-4
MissingFormLabel
- 31
Turkoglu O,
Zeb A,
Graham S,
Szyperski T,
Szender J. B,
Odunsi K,
Bahado-Singh R.
Metabolomics of biomarker discovery in ovarian cancer: a systematic review of the
current literature. Metabolomics: Official journal of the Metabolomic Society. [Internet]
2016; [Access in: 02/27/2021] 12 (04) 60-60 Available in: https://doi.org/10.1007/s11306-016-0990-0
MissingFormLabel
- 32
Kanehisa M.
Toward pathway engineering: a new database of genetic and molecular pathways. Science
& Technology Japan, [Internet] 1996; [Access in: 02/27/2021]. (59) 34-38 Available
in: https://www.kanehisa.jp/docs/archive/stj.pdf
MissingFormLabel
- 33
Liberti M. V,
Locasale J. W.
The Warburg Effect: How Does it Benefit Cancer Cells?. Trends in biochemical sciences.
[Internet] 2016; [Access in: 02/27/2021] 41 (03) 211-218 Available in: https://doi.org/10.1016/j.tibs.2015.12.001
MissingFormLabel
- 34
Hsu P. P,
Sabatini D. M.
Cancer cell metabolism: Warburg and beyond. Cell, [Internet] 2008; [Access in: 03/14/2021]
134 (05) 703-707 Available in: https://doi.org/10.1016/j.cell.2008.08.021
MissingFormLabel
- 35
Vazquez A,
Liu J,
Zhou Y,
Oltvai Z. N.
Catabolic efficiency of aerobic glycolysis: the Warburg effect revisited. BMC systems
biology, [Internet] 2010; [Access in: 03/23/2021] 4: 58-58 Available in: https://doi.org/10.1016/j.tibs.2015.12.001
MissingFormLabel
- 36
Pascale R. M,
Calvisi D. F,
Simile M. M,
Feo C. F,
Feo F.
The Warburg Effect 97 Years after Its Discovery. Cancers. [Internet] 2020; [Access
in: 02/27/2021] 12 (10) 2819-2819 Available in: https://doi.org/10.3390/cancers12102819
MissingFormLabel
- 37
Wang H,
Tso V. K,
Slupsky C. M,
Fedorak R. N.
Metabolomics and detection of colorectal cancer in humans: a systematic review. Future
oncology (London, England). [Internet] 2010; [Access in: 02/27/2021] 6 (09) 1395-1406
Available in: https://doi.org/10.2217/fon.10.107
MissingFormLabel
- 38
Glunde K,
Penet M. F,
Jiang L,
Jacobs M. A,
Bhujwalla Z. M.
Choline metabolism-based molecular diagnosis of cancer: an update. Expert review of
molecular diagnostics. [Internet] 2015; [Access in: 02/27/2021] 15 (06) 735-747
Available in: https://doi.org/10.1586/14737159.2015.1039515
MissingFormLabel
- 39
Ridgway N. D.
The role of phosphatidylcholine and choline metabolites to cell proliferation and
survival. Critical reviews in biochemistry and molecular biology. [Internet] 2013;
[Access in: 02/23/2021] 48 (01) 20-38 Available in: https://doi.org/10.3109/10409238.2012.735643
MissingFormLabel
- 40
Rižner T. L.
Discovery of biomarkers for endometrial cancer: current status and prospects. Expert
review of molecular diagnostics. [Internet] 2016; [Access in: 03/02/2021] 16 (12)
1315-1336 1258302 Available in: https://doi.org/10.1080/14737159.2016
MissingFormLabel