Exploration of the molecular mechanisms of cervical cancer based on mRNA expression profiles and predicted microRNA interactions

The molecular mechanisms of cervical cancer have been minimally explored with multi-omics data. In the present study, mRNA expression profiles were analyzed and combined with predicted miRNA interactions to contribute to the characterization of the underlying regulatory mechanisms of cervical cancer...

Full description

Saved in:
Bibliographic Details
Published inOncology letters Vol. 15; no. 6; pp. 8965 - 8972
Main Authors Zhao, Liang, Zhang, Zhechao, Lou, Hongyan, Liang, Jingjing, Yan, Xiaojian, Li, Wenfeng, Xu, Yunsheng, Ou, Rongying
Format Journal Article
LanguageEnglish
Published Greece Spandidos Publications 01.06.2018
Spandidos Publications UK Ltd
D.A. Spandidos
Subjects
Online AccessGet full text

Cover

Loading…
Abstract The molecular mechanisms of cervical cancer have been minimally explored with multi-omics data. In the present study, mRNA expression profiles were analyzed and combined with predicted miRNA interactions to contribute to the characterization of the underlying regulatory mechanisms of cervical cancer. A total of 92 significantly differentially expressed genes (DEGs) were identified in 33 tumor samples by comparison with 29 normal samples. mRNA-miRNA interaction network analysis revealed that 16 out of the 92 DEGs, including checkpoint kinase 1 ( ), SRY-box 17 ( ), centrosomal protein 55, cyclin dependent kinase inhibitor 2A ( ), and inhibitor of DNA binding 4, were the targets of 4 miRNAs which were previously reported to be involved in the regulation of cervical cancer. Tumor and normal samples could be distinctly classified into two groups based on the expression of the 16 DEGs. Furthermore, survival analysis using the SurvExpress database indicated that the 16 DEGs could individually significantly differentiate low- and high-risk cervical cancer groups. Overall, multiple biological processes are likely to participate in the progression of cervical cancer based on the pathway and function enrichment identified for the DEGs. The dysregulation of is associated with the regulation of embryonic development, the determination of cell fate and likely promotes cancer cell transformation. The dysregulation of and further promote cancer cell proliferation by affecting the cell cycle checkpoint in response to DNA damage. The identification of critical genes and biological processes associated with cervical cancer may be beneficial for the exploration of the molecular mechanisms.
AbstractList The molecular mechanisms of cervical cancer have been minimally explored with multi-omics data. In the present study, mRNA expression profiles were analyzed and combined with predicted miRNA interactions to contribute to the characterization of the underlying regulatory mechanisms of cervical cancer. A total of 92 significantly differentially expressed genes (DEGs) were identified in 33 tumor samples by comparison with 29 normal samples. mRNA-miRNA interaction network analysis revealed that 16 out of the 92 DEGs, including checkpoint kinase 1 ( CHEK1 ), SRY-box 17 ( SOX17 ), centrosomal protein 55, cyclin dependent kinase inhibitor 2A ( CDKN2A ), and inhibitor of DNA binding 4, were the targets of 4 miRNAs which were previously reported to be involved in the regulation of cervical cancer. Tumor and normal samples could be distinctly classified into two groups based on the expression of the 16 DEGs. Furthermore, survival analysis using the SurvExpress database indicated that the 16 DEGs could individually significantly differentiate low- and high-risk cervical cancer groups. Overall, multiple biological processes are likely to participate in the progression of cervical cancer based on the pathway and function enrichment identified for the DEGs. The dysregulation of SOX17 is associated with the regulation of embryonic development, the determination of cell fate and likely promotes cancer cell transformation. The dysregulation of CHEK1 and CDKN2A further promote cancer cell proliferation by affecting the cell cycle checkpoint in response to DNA damage. The identification of critical genes and biological processes associated with cervical cancer may be beneficial for the exploration of the molecular mechanisms.
The molecular mechanisms of cervical cancer have been minimally explored with multi-omics data. In the present study, mRNA expression profiles were analyzed and combined with predicted miRNA interactions to contribute to the characterization of the underlying regulatory mechanisms of cervical cancer. A total of 92 significantly differentially expressed genes (DEGs) were identified in 33 tumor samples by comparison with 29 normal samples. mRNA-miRNA interaction network analysis revealed that 16 out of the 92 DEGs, including checkpoint kinase 1 (CHEK1), SRY-box 17 (SOX17), centrosomal protein 55, cyclin dependent kinase inhibitor 2A (CDKN2A), and inhibitor of DNA binding 4, were the targets of 4 miRNAs which were previously reported to be involved in the regulation of cervical cancer. Tumor and normal samples could be distinctly classified into two groups based on the expression of the 16 DEGs. Furthermore, survival analysis using the SurvExpress database indicated that the 16 DEGs could individually significantly differentiate low- and high-risk cervical cancer groups. Overall, multiple biological processes are likely to participate in the progression of cervical cancer based on the pathway and function enrichment identified for the DEGs. The dysregulation of SOX17 is associated with the regulation of embryonic development, the determination of cell fate and likely promotes cancer cell transformation. The dysregulation of CHEK1 and CDKN2A further promote cancer cell proliferation by affecting the cell cycle checkpoint in response to DNA damage. The identification of critical genes and biological processes associated with cervical cancer may be beneficial for the exploration of the molecular mechanisms.
The molecular mechanisms of cervical cancer have been minimally explored with multi-omics data. In the present study, mRNA expression profiles were analyzed and combined with predicted miRNA interactions to contribute to the characterization of the underlying regulatory mechanisms of cervical cancer. A total of 92 significantly differentially expressed genes (DEGs) were identified in 33 tumor samples by comparison with 29 normal samples. mRNA-miRNA interaction network analysis revealed that 16 out of the 92 DEGs, including checkpoint kinase 1 ( ), SRY-box 17 ( ), centrosomal protein 55, cyclin dependent kinase inhibitor 2A ( ), and inhibitor of DNA binding 4, were the targets of 4 miRNAs which were previously reported to be involved in the regulation of cervical cancer. Tumor and normal samples could be distinctly classified into two groups based on the expression of the 16 DEGs. Furthermore, survival analysis using the SurvExpress database indicated that the 16 DEGs could individually significantly differentiate low- and high-risk cervical cancer groups. Overall, multiple biological processes are likely to participate in the progression of cervical cancer based on the pathway and function enrichment identified for the DEGs. The dysregulation of is associated with the regulation of embryonic development, the determination of cell fate and likely promotes cancer cell transformation. The dysregulation of and further promote cancer cell proliferation by affecting the cell cycle checkpoint in response to DNA damage. The identification of critical genes and biological processes associated with cervical cancer may be beneficial for the exploration of the molecular mechanisms.
Audience Academic
Author Li, Wenfeng
Zhao, Liang
Xu, Yunsheng
Zhang, Zhechao
Lou, Hongyan
Ou, Rongying
Yan, Xiaojian
Liang, Jingjing
AuthorAffiliation 3 Department of Gynaecology and Obstetrics, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325000, P.R. China
4 Department of Radiation Oncology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325000, P.R. China
1 Laboratory for Advanced Interdisciplinary Research, Institute of Translational Medicine, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325000, P.R. China
2 Division of PET/CT, Department of Radiology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325000, P.R. China
5 Department of Dermatovenereology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325000, P.R. China
AuthorAffiliation_xml – name: 2 Division of PET/CT, Department of Radiology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325000, P.R. China
– name: 4 Department of Radiation Oncology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325000, P.R. China
– name: 3 Department of Gynaecology and Obstetrics, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325000, P.R. China
– name: 5 Department of Dermatovenereology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325000, P.R. China
– name: 1 Laboratory for Advanced Interdisciplinary Research, Institute of Translational Medicine, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325000, P.R. China
Author_xml – sequence: 1
  givenname: Liang
  surname: Zhao
  fullname: Zhao, Liang
  organization: Division of PET/CT, Department of Radiology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325000, P.R. China
– sequence: 2
  givenname: Zhechao
  surname: Zhang
  fullname: Zhang, Zhechao
  organization: Department of Gynaecology and Obstetrics, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325000, P.R. China
– sequence: 3
  givenname: Hongyan
  surname: Lou
  fullname: Lou, Hongyan
  organization: Department of Gynaecology and Obstetrics, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325000, P.R. China
– sequence: 4
  givenname: Jingjing
  surname: Liang
  fullname: Liang, Jingjing
  organization: Department of Gynaecology and Obstetrics, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325000, P.R. China
– sequence: 5
  givenname: Xiaojian
  surname: Yan
  fullname: Yan, Xiaojian
  organization: Department of Gynaecology and Obstetrics, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325000, P.R. China
– sequence: 6
  givenname: Wenfeng
  surname: Li
  fullname: Li, Wenfeng
  organization: Department of Radiation Oncology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325000, P.R. China
– sequence: 7
  givenname: Yunsheng
  surname: Xu
  fullname: Xu, Yunsheng
  organization: Department of Dermatovenereology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325000, P.R. China
– sequence: 8
  givenname: Rongying
  surname: Ou
  fullname: Ou, Rongying
  organization: Department of Gynaecology and Obstetrics, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang 325000, P.R. China
BackLink https://www.ncbi.nlm.nih.gov/pubmed/29805632$$D View this record in MEDLINE/PubMed
BookMark eNptkttrFDEYxYNUbF375rMMCOKDu-Y6k7wIS6kXKAqizyGT-aaTkknWZKbUN_90M7Yuu2ICuZDfd0JOzlN0EmIAhJ4TvGFS0bfRbygmciO54o_QGWkUXRMs6cl-3fBTdJ7zDS5N1ETK-gk6pUqWDaNn6Nfl3c7HZCYXQxX7ahqgGqMHO3uTqhHsYILLY17OLKRbZ42vrAllXbUmQ1eVuvHr520Fd7sEOS86uxR75yFXJnRlA52zUyFHZ1NcUBcmSMYud-Zn6HFvfIbzh3mFvr-__HbxcX315cOni-3V2gqCpzWolnDgrWU9V01ds76nlDUtFcCJMLzlknRWgCS8Bmhky9rOKkaNUICLIWyF3t3r7uZ2hM5CmJLxepfcaNJPHY3TxyfBDfo63mqhhGwYKQKvHwRS_DFDnvTosgXvTYA4Z00xrzEhTSML-vIf9CbOKZTnFUoJzlSND6hr40G70Mdyr11E9VYILhimZVihzX-o0jsofpY0LE4fF7w6KBjA-GnI0c9_3D4G39yD5VdyTtDvzSBYL-nS0eslXXpJV8FfHBq4h_9mif0GSMfL8w
CitedBy_id crossref_primary_10_3389_fonc_2018_00368
crossref_primary_10_18699_vjgb_24_39
crossref_primary_10_1155_2020_5478574
crossref_primary_10_1186_s12885_021_08412_4
ContentType Journal Article
Copyright COPYRIGHT 2018 Spandidos Publications
Copyright Spandidos Publications UK Ltd. 2018
Copyright: © Zhao et al. 2018
Copyright_xml – notice: COPYRIGHT 2018 Spandidos Publications
– notice: Copyright Spandidos Publications UK Ltd. 2018
– notice: Copyright: © Zhao et al. 2018
DBID NPM
AAYXX
CITATION
3V.
7X7
7XB
8FI
8FJ
8FK
ABUWG
AFKRA
AN0
BENPR
CCPQU
FYUFA
GHDGH
K9.
M0S
PQEST
PQQKQ
PQUKI
PRINS
7X8
5PM
DOI 10.3892/ol.2018.8494
DatabaseName PubMed
CrossRef
ProQuest Central (Corporate)
ProQuest Health & Medical Collection
ProQuest Central (purchase pre-March 2016)
Hospital Premium Collection
Hospital Premium Collection (Alumni Edition)
ProQuest Central (Alumni) (purchase pre-March 2016)
ProQuest Central (Alumni Edition)
ProQuest Central
British Nursing Database
AUTh Library subscriptions: ProQuest Central
ProQuest One Community College
Health Research Premium Collection
Health Research Premium Collection (Alumni)
ProQuest Health & Medical Complete (Alumni)
Health & Medical Collection (Alumni Edition)
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Academic
ProQuest One Academic UKI Edition
ProQuest Central China
MEDLINE - Academic
PubMed Central (Full Participant titles)
DatabaseTitle PubMed
CrossRef
ProQuest One Academic Eastern Edition
ProQuest Health & Medical Complete (Alumni)
British Nursing Index with Full Text
ProQuest Central (Alumni Edition)
ProQuest One Community College
ProQuest Hospital Collection
Health Research Premium Collection (Alumni)
ProQuest Central China
ProQuest Hospital Collection (Alumni)
ProQuest Central
ProQuest Health & Medical Complete
Health Research Premium Collection
ProQuest One Academic UKI Edition
Health and Medicine Complete (Alumni Edition)
ProQuest One Academic
ProQuest Central (Alumni)
MEDLINE - Academic
DatabaseTitleList

PubMed

ProQuest One Academic Eastern Edition
Database_xml – sequence: 1
  dbid: NPM
  name: PubMed
  url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed
  sourceTypes: Index Database
– sequence: 2
  dbid: 7X7
  name: ProQuest Health & Medical Collection
  url: https://search.proquest.com/healthcomplete
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Medicine
EISSN 1792-1082
EndPage 8972
ExternalDocumentID A554530245
10_3892_ol_2018_8494
29805632
Genre Journal Article
GroupedDBID ---
0R~
3V.
53G
7X7
8FI
8FJ
AAKDD
ABDBF
ABJNI
ABUWG
ACGFS
ADBBV
AENEX
AFKRA
AHMBA
ALIPV
ALMA_UNASSIGNED_HOLDINGS
AN0
BENPR
BNQBC
BPHCQ
BVXVI
C45
CCPQU
EBD
EBS
EJD
ESX
F5P
FYUFA
H13
HMCUK
HUR
HZ~
IAO
IHR
IHW
IPNFZ
ITC
NPM
O9-
OK1
OVD
PQQKQ
PROAC
RIG
RPM
TEORI
UKHRP
W2D
AAYXX
CITATION
7XB
8FK
K9.
PQEST
PQUKI
PRINS
7X8
5PM
ID FETCH-LOGICAL-c510t-e9b14e4bc3f497663ff2237b25e415a4b481dc5e8146ee78b3bdc932a59e00823
IEDL.DBID RPM
ISSN 1792-1074
IngestDate Tue Sep 17 21:25:45 EDT 2024
Fri Jun 28 10:20:06 EDT 2024
Thu Oct 10 18:11:45 EDT 2024
Thu Feb 22 23:37:37 EST 2024
Fri Feb 02 04:24:15 EST 2024
Tue Aug 20 22:13:53 EDT 2024
Fri Aug 23 03:19:59 EDT 2024
Sat Sep 28 08:47:24 EDT 2024
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed false
IsScholarly true
Issue 6
Keywords differentially expressed genes
microRNA
survival analysis
cervical cancer
Language English
License This is an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non-commercial and no modifications or adaptations are made.
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c510t-e9b14e4bc3f497663ff2237b25e415a4b481dc5e8146ee78b3bdc932a59e00823
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 23
OpenAccessLink https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5958731/
PMID 29805632
PQID 2095439608
PQPubID 2044954
PageCount 8
ParticipantIDs pubmedcentral_primary_oai_pubmedcentral_nih_gov_5958731
proquest_miscellaneous_2046011778
proquest_journals_2095439608
gale_infotracmisc_A554530245
gale_infotracacademiconefile_A554530245
gale_healthsolutions_A554530245
crossref_primary_10_3892_ol_2018_8494
pubmed_primary_29805632
PublicationCentury 2000
PublicationDate 2018-06-01
PublicationDateYYYYMMDD 2018-06-01
PublicationDate_xml – month: 06
  year: 2018
  text: 2018-06-01
  day: 01
PublicationDecade 2010
PublicationPlace Greece
PublicationPlace_xml – name: Greece
– name: Athens
PublicationTitle Oncology letters
PublicationTitleAlternate Oncol Lett
PublicationYear 2018
Publisher Spandidos Publications
Spandidos Publications UK Ltd
D.A. Spandidos
Publisher_xml – name: Spandidos Publications
– name: Spandidos Publications UK Ltd
– name: D.A. Spandidos
SSID ssj0000561886
Score 2.2543826
Snippet The molecular mechanisms of cervical cancer have been minimally explored with multi-omics data. In the present study, mRNA expression profiles were analyzed...
SourceID pubmedcentral
proquest
gale
crossref
pubmed
SourceType Open Access Repository
Aggregation Database
Index Database
StartPage 8965
SubjectTerms Analysis
Annotations
Care and treatment
Cell cycle
Cell division
Cervical cancer
Datasets
Development and progression
Encyclopedias
Gene expression
Genetic aspects
Genomes
Health aspects
Human papillomavirus
Kinases
Medical screening
Messenger RNA
Metastasis
MicroRNA
Oncology
Ontology
Proteins
SummonAdditionalLinks – databaseName: AUTh Library subscriptions: ProQuest Central
  dbid: BENPR
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV3dS-QwEA9-gPgiftx562eEO3zKuW2TNnmSVRQRXERO8C00aYoL11a3K_jon-5Mm63WBx-XTLppZibza-aLkN_B0CYqc0OmhIoZzwLD0jTiLJYplh4JjbCY73wzjq_u-fWDePAXbrUPq5yfic1BnVUW78jhI10JMJ7xUJ4-PTPsGoXeVd9CY5EshwFHN-3y2cX49q67ZUF8LJt2jyB4IcPowzb6Hex0eFKh7yGQfyVXvGeXvp7On8xTP3Tyky26XCdrHkTSUcv1DbLgyk2ycuPd5FvkrY2sazadVjkFkEeLeR9cWjjM9p3URY1jtjks4GkW-T-laNYyCvOKu_GIulcfKFtS3927pmmZwQ_8M0CrtMCIPiTFwhPTNk2i_kHuLy_-nV8x32qBWVDKGXPKBNxxY6OcA0CJozwH3JCYUDiw8Ck3HHCtFQ4vDJ1LpIlMZgH6pUK5xln3kyyVVel-EVjm0GYG24RHgM4cV6E1QuQwKbdW5uGA_JlvtH5qK2po-BJBhujqv0aGaGTIgBwiF3SbD9opoh4BAMJWR1wMyHFDgaoIzLCpzyiAdeB-9Cj3epSgQrY_POe09ipc6w-BG5CjbhhnYlha6aoXpOExFtVLgGa7FYzunUIlQfoieN-kJzIdARb27o-Uk8emwLdQQiZRsPP9snbJKm5WG7e2R5Zm0xe3DwhpZg68GrwDOsoRcQ
  priority: 102
  providerName: ProQuest
Title Exploration of the molecular mechanisms of cervical cancer based on mRNA expression profiles and predicted microRNA interactions
URI https://www.ncbi.nlm.nih.gov/pubmed/29805632
https://www.proquest.com/docview/2095439608
https://search.proquest.com/docview/2046011778
https://pubmed.ncbi.nlm.nih.gov/PMC5958731
Volume 15
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3fa9swED7aDsZexn7XXZdpsLEnJ7El2dZjVlrKIKGUFfJmLFlmgdoucQp77J--O8kO8R73aHSKFd2d77P13R3A12huUlXaeaikSkJRRjosCi7CJCuo9EispaF85-Uqub4TP9dyfQRyyIVxpH2jN9Pmvp42m9-OW_lQm9nAE5vdLC-kklnKo9kxHKecH7yi-4LeSZS5Do9oa3FIhENPeMfQHM9aOm6IsmkmFLXkiVWG8jweRaV_n80HwWlMnDyIRFev4GUPIdnCL_U1HNnmDTxf9ofkb-HJ8-rclrO2YgjxWD10wWW1pVzfTVd3NGbcowJ_zZD2t4yCWslwXn27WjD7p6fJNqzv7d2xoinxgm6GWJXVxOcjUSo7sfVJEt07uLu6_HVxHfaNFkKDLrkLrdKRsEIbXgmEJwmvKkQNqY6lxfheCC0Q1Rpp6XOhtWmmuS4NAr9CKuuO6t7DSdM29hRwmXNTamoSzhGbWaFio6WscFJlTFbFAXwbNjp_8PU0cnwPId3k7X1OuslJNwF8Ji3kPht074b5AuEPNToSMoDvToIcEZVhij6fANdB-zGSPB9JogOZ8fCg6bx34A4XoiRitWSeBfBlP0wziZTW2PaRZERCJfVSlPngDWP_nwbDCiAdmcxegMp6j0fQ2l157966z_575kd4QfvoCW3ncLLbPtpPCJ12eoIOs04n8OzH5ermduIc5y-RYBuO
link.rule.ids 230,315,733,786,790,891,12083,21416,27955,27956,31752,31753,33777,33778,43343,43838,53825,53827,74100,74657
linkProvider National Library of Medicine
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1Lb9QwEB7BVgIuqLwXCjUSiJNhk9iJfUJb1GqB7gpVrdSbFTuOWqlJymYrceSnM5N4Q8OBY-Rx4nhmPJ_teQC8i2Yu04WfcS11ykURWZ7nieCpyin1SGylo3jn5SpdnIlv5_I8HLi1wa1yuyZ2C3XRODojx026lmg805n6fP2TU9Uoul0NJTTuwg6l3FQT2Dk4XP04GU5ZCB-rrtwjCl7Myfuw935HOx1_aujuIVIfldBiZJf-XZ1vmaex6-QtW3S0Cw8DiGTznuuP4I6vH8O9ZbgmfwK_e8-6btJZUzIEeaza1sFllado38u2aqnNdYsFvs0R_9eMzFrBsF91spoz_ys4ytYsVPduWV4X-EAfQ7TKKvLoI1JKPLHuwyTap3B2dHj6ZcFDqQXuUCk33GsbCS-sS0qBACVNyhJxQ2Zj6dHC58IKxLVOejow9D5TNrGFQ-iXS-27y7pnMKmb2r8AHObMFZbKhCeIzrzQsbNSltipdE6V8RTebyfaXPcZNQzuRIghprkyxBBDDJnCPnHB9PGggyKaOQIgKnUk5BQ-dBSkisgMl4eIAhwHzceIcm9EiSrkxs1bTpugwq35K3BTeDs0U09yS6t9c0M0IqWkehnSPO8FY_inWCuUvgT_NxuJzEBAib3HLfXlRZfgW2qpsiR6-f9h7cP9xeny2Bx_XX1_BQ9o4noftj2YbNY3_jWipY19E1TiD1C_FGc
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1Lb9QwEB5BkSouFW-2FGokECfTPOzEPlUrYFUeXSFEpb1ZseOISk3SbrYSR356ZxJvaDhwXHmcdTwzni_25xmAN3Hkcl36iGupMy7K2PKiSAXPVEGpRxIrHd13Pl1mJ2fiy0quAv-pC7TK7ZrYL9Rl62iPHD_StcTgmUXqqAq0iO8fF8eXV5wqSNFJayincRfuYZSMqIxDvsrH_RZCyqov_IgmmHDiIQ48eIzYyVFLpxCxeq-EFpMI9e86fStQTUmUt6LS4gHsBTjJ5oP-H8Id3zyC3dNwYP4Y_gwcu376WVsxhHus3lbEZbWne7_nXd1Rm-uXDXyaI0tYMwpwJcN-9Y_lnPnfgTLbsFDnu2NFU-IP-jPErawmbh-JUgqK9XBhonsCZ4tPPz-c8FB0gTt0zw332sbCC-vSSiBUydKqQgSR20R6jPWFsAIRrpOetg69z5VNbekQBBZS-_7Y7insNG3jnwMOM3KlpYLhKeI0L3TirJQVdqqcU1Uyg7fbiTaXQ24Ng98kpBDTXhhSiCGFzOCQtGCGm6GjS5o5QiEqeiTkDN71EuSUqAxXhLsFOA6aj4nkwUQSnclNm7eaNsGZO_PX9GbwemymnkRQa3x7TTIio_R6Oco8GwxjfKdEK7S-FN83n5jMKEApvqctzfmvPtW31FLlabz__2Edwi76gvn2efn1BdyneRvIbAews1lf-5cImzb2Ve8PN2JsFyQ
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Exploration+of+the+molecular+mechanisms+of+cervical+cancer+based+on+mRNA+expression+profiles+and+predicted+microRNA+interactions&rft.jtitle=Oncology+letters&rft.au=Zhao%2C+Liang&rft.au=Zhang%2C+Zhechao&rft.au=Lou%2C+Hongyan&rft.au=Liang%2C+Jingjing&rft.date=2018-06-01&rft.pub=D.A.+Spandidos&rft.issn=1792-1074&rft.eissn=1792-1082&rft.volume=15&rft.issue=6&rft.spage=8965&rft.epage=8972&rft_id=info:doi/10.3892%2Fol.2018.8494&rft_id=info%3Apmid%2F29805632&rft.externalDBID=PMC5958731
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1792-1074&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1792-1074&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1792-1074&client=summon