Mendelian randomization study reveals causal association between skin microbiome and skin cancers

Increasing evidence indicates a link between the skin microbiome and different types of skin cancer, but it is still uncertain if this connection is causal. This study aimed to investigate the causal relationship between genetically predicted skin microbiome and skin cancer, including basal cell car...

Full description

Saved in:
Bibliographic Details
Published inScientific reports Vol. 15; no. 1; pp. 21590 - 9
Main Authors He, Yong, Li, Liming, Li, Yuancheng, Wang, Xiaoke, Qian, Leqi, Yang, Jiajia, Jiang, Mingjun
Format Journal Article
LanguageEnglish
Published London Nature Publishing Group UK 01.07.2025
Nature Portfolio
Subjects
Online AccessGet full text

Cover

Loading…
Abstract Increasing evidence indicates a link between the skin microbiome and different types of skin cancer, but it is still uncertain if this connection is causal. This study aimed to investigate the causal relationship between genetically predicted skin microbiome and skin cancer, including basal cell carcinoma (BCC), cutaneous squamous cell carcinoma (CSCC), cutaneous melanoma (CM), and actinic keratosis (AK). A two-sample Mendelian randomization (MR) analysis was conducted using summary datasets of public genome-wide association study (GWAS) statistics. Multiple methods, including inverse variance weighted (IVW), MR-Egger, weighted median, weighted mode, and robust adjusted profile score (RAPS), were applied. Sensitivity analyses were performed to assess the robustness of the results, and a reverse MR analysis was conducted to evaluate potential reverse causality. A total of 1224 SNPs were selected as instrumental variables (IVs) for 78 genus-level skin microbes. Six genus-level skin microbes exhibited suggestive associations with skin cancer. Sensitivity and horizontal pleiotropy analyses confirmed the robustness of these relationships. Reverse MR analysis showed no evidence of reverse causality between the identified skin microbiota taxa and skin cancers. This study identifies potential causal relationships between skin microbiota and four skin cancers. Additional studies are needed to confirm these results and elucidate the underlying mechanisms.
AbstractList Increasing evidence indicates a link between the skin microbiome and different types of skin cancer, but it is still uncertain if this connection is causal. This study aimed to investigate the causal relationship between genetically predicted skin microbiome and skin cancer, including basal cell carcinoma (BCC), cutaneous squamous cell carcinoma (CSCC), cutaneous melanoma (CM), and actinic keratosis (AK). A two-sample Mendelian randomization (MR) analysis was conducted using summary datasets of public genome-wide association study (GWAS) statistics. Multiple methods, including inverse variance weighted (IVW), MR-Egger, weighted median, weighted mode, and robust adjusted profile score (RAPS), were applied. Sensitivity analyses were performed to assess the robustness of the results, and a reverse MR analysis was conducted to evaluate potential reverse causality. A total of 1224 SNPs were selected as instrumental variables (IVs) for 78 genus-level skin microbes. Six genus-level skin microbes exhibited suggestive associations with skin cancer. Sensitivity and horizontal pleiotropy analyses confirmed the robustness of these relationships. Reverse MR analysis showed no evidence of reverse causality between the identified skin microbiota taxa and skin cancers. This study identifies potential causal relationships between skin microbiota and four skin cancers. Additional studies are needed to confirm these results and elucidate the underlying mechanisms.
Abstract Increasing evidence indicates a link between the skin microbiome and different types of skin cancer, but it is still uncertain if this connection is causal. This study aimed to investigate the causal relationship between genetically predicted skin microbiome and skin cancer, including basal cell carcinoma (BCC), cutaneous squamous cell carcinoma (CSCC), cutaneous melanoma (CM), and actinic keratosis (AK). A two-sample Mendelian randomization (MR) analysis was conducted using summary datasets of public genome-wide association study (GWAS) statistics. Multiple methods, including inverse variance weighted (IVW), MR-Egger, weighted median, weighted mode, and robust adjusted profile score (RAPS), were applied. Sensitivity analyses were performed to assess the robustness of the results, and a reverse MR analysis was conducted to evaluate potential reverse causality. A total of 1224 SNPs were selected as instrumental variables (IVs) for 78 genus-level skin microbes. Six genus-level skin microbes exhibited suggestive associations with skin cancer. Sensitivity and horizontal pleiotropy analyses confirmed the robustness of these relationships. Reverse MR analysis showed no evidence of reverse causality between the identified skin microbiota taxa and skin cancers. This study identifies potential causal relationships between skin microbiota and four skin cancers. Additional studies are needed to confirm these results and elucidate the underlying mechanisms.
Increasing evidence indicates a link between the skin microbiome and different types of skin cancer, but it is still uncertain if this connection is causal. This study aimed to investigate the causal relationship between genetically predicted skin microbiome and skin cancer, including basal cell carcinoma (BCC), cutaneous squamous cell carcinoma (CSCC), cutaneous melanoma (CM), and actinic keratosis (AK). A two-sample Mendelian randomization (MR) analysis was conducted using summary datasets of public genome-wide association study (GWAS) statistics. Multiple methods, including inverse variance weighted (IVW), MR-Egger, weighted median, weighted mode, and robust adjusted profile score (RAPS), were applied. Sensitivity analyses were performed to assess the robustness of the results, and a reverse MR analysis was conducted to evaluate potential reverse causality. A total of 1224 SNPs were selected as instrumental variables (IVs) for 78 genus-level skin microbes. Six genus-level skin microbes exhibited suggestive associations with skin cancer. Sensitivity and horizontal pleiotropy analyses confirmed the robustness of these relationships. Reverse MR analysis showed no evidence of reverse causality between the identified skin microbiota taxa and skin cancers. This study identifies potential causal relationships between skin microbiota and four skin cancers. Additional studies are needed to confirm these results and elucidate the underlying mechanisms.Increasing evidence indicates a link between the skin microbiome and different types of skin cancer, but it is still uncertain if this connection is causal. This study aimed to investigate the causal relationship between genetically predicted skin microbiome and skin cancer, including basal cell carcinoma (BCC), cutaneous squamous cell carcinoma (CSCC), cutaneous melanoma (CM), and actinic keratosis (AK). A two-sample Mendelian randomization (MR) analysis was conducted using summary datasets of public genome-wide association study (GWAS) statistics. Multiple methods, including inverse variance weighted (IVW), MR-Egger, weighted median, weighted mode, and robust adjusted profile score (RAPS), were applied. Sensitivity analyses were performed to assess the robustness of the results, and a reverse MR analysis was conducted to evaluate potential reverse causality. A total of 1224 SNPs were selected as instrumental variables (IVs) for 78 genus-level skin microbes. Six genus-level skin microbes exhibited suggestive associations with skin cancer. Sensitivity and horizontal pleiotropy analyses confirmed the robustness of these relationships. Reverse MR analysis showed no evidence of reverse causality between the identified skin microbiota taxa and skin cancers. This study identifies potential causal relationships between skin microbiota and four skin cancers. Additional studies are needed to confirm these results and elucidate the underlying mechanisms.
ArticleNumber 21590
Author Qian, Leqi
Jiang, Mingjun
Li, Liming
Li, Yuancheng
Wang, Xiaoke
He, Yong
Yang, Jiajia
Author_xml – sequence: 1
  givenname: Yong
  surname: He
  fullname: He, Yong
  organization: Hospital for Skin Diseases, Institute of Dermatology, Chinese Academy of Medical Sciences & Peking Union Medical College
– sequence: 2
  givenname: Liming
  surname: Li
  fullname: Li, Liming
  organization: Hospital for Skin Diseases, Institute of Dermatology, Chinese Academy of Medical Sciences & Peking Union Medical College, Key Laboratory of Basic and Translational Research on Immune-Mediated Skin Diseases, Chinese Academy of Medical Sciences
– sequence: 3
  givenname: Yuancheng
  surname: Li
  fullname: Li, Yuancheng
  organization: Hospital for Skin Diseases, Institute of Dermatology, Chinese Academy of Medical Sciences & Peking Union Medical College
– sequence: 4
  givenname: Xiaoke
  surname: Wang
  fullname: Wang, Xiaoke
  organization: Hospital for Skin Diseases, Institute of Dermatology, Chinese Academy of Medical Sciences & Peking Union Medical College
– sequence: 5
  givenname: Leqi
  surname: Qian
  fullname: Qian, Leqi
  organization: Hospital for Skin Diseases, Institute of Dermatology, Chinese Academy of Medical Sciences & Peking Union Medical College
– sequence: 6
  givenname: Jiajia
  surname: Yang
  fullname: Yang, Jiajia
  email: yangjiajia_1230@163.com
  organization: Department of Infection Management, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Gusu School, Nanjing Medical University
– sequence: 7
  givenname: Mingjun
  surname: Jiang
  fullname: Jiang, Mingjun
  email: drmingjunjiang@163.com
  organization: Hospital for Skin Diseases, Institute of Dermatology, Chinese Academy of Medical Sciences & Peking Union Medical College
BackLink https://www.ncbi.nlm.nih.gov/pubmed/40596493$$D View this record in MEDLINE/PubMed
BookMark eNp9kstu1TAQhi1URC_0BVigLNmE-ppjrxCquFRqxQbW1sSeHHxI7GInReXp8Wnaqt3gja3xP9_YM_8xOYgpIiFvGH3PqNBnRTJldEu5aumGd6rlL8gRp7IeBOcHT86H5LSUHa1LcSOZeUUOJVWmk0YcEbjC6HEMEJsM0acp_IU5pNiUefG3TcYbhLE0DpYCYwOlJBdWQY_zH8Qq_BViMwWXUx_ShE2lrDEH0WEur8nLoSLw9H4_IT8-f_p-_rW9_Pbl4vzjZetk180tbFjntOz9wKTgDBWlRjEJPXipmaNKU80VSt1rBsYMbsOU84PwvZKgqRAn5GLl-gQ7e53DBPnWJgj2LpDy1kKegxvR9p4yVoGb2gYp1GAqdZDK6WHgzkheWR9W1vXST-gdxjnD-Az6_CaGn3abbizjnJlO7V_z7p6Q0-8Fy2ynUByOI0RMS7F1Lp1QHZNdlb59WuyxysOQqoCvgtrjUjIOjxJG7d4MdjWDrWawd2aw-y-INalUcdxitru05Fgn8L-sf7lwt5A
Cites_doi 10.3390/ijms23031813
10.1016/s0140-6736(23)00821-8
10.1093/ije/dyz200
10.1128/mBio.00019-12
10.1002/gepi.21758
10.1128/jb.01480-09
10.1111/j.1365-2133.2008.08437.x
10.3389/fmicb.2023.1275374
10.1016/j.semcancer.2021.12.010
10.1111/jgh.14281
10.1111/1346-8138.15633
10.1111/bjd.20964
10.1016/j.jid.2022.03.017
10.1016/j.ajhg.2017.06.005
10.1038/nri.2016.48
10.1016/j.jaad.2021.12.066
10.1126/science.1260144
10.1186/s12916-023-02982-9
10.1038/s41467-022-33906-5
10.1111/bjd.17989
10.1093/ije/dyv080
10.1084/jem.20090207
10.1128/msystems.01119-23
10.1016/s1470-2045(23)00348-0
10.1016/j.jaad.2021.02.082
10.1186/s12943-023-01854-3
10.1093/bjd/ljad371
10.1038/s41590-023-01500-6
10.3322/caac.21820
10.1001/jama.2016.21189
10.1186/s12864-020-06971-7
10.1016/j.jaad.2021.03.109
10.1186/s12866-022-02458-5
10.3389/fcimb.2018.00167
10.1016/j.canlet.2023.216406
10.1093/ije/dyy258
10.1099/ijs.0.64218-0
10.1038/s41588-019-0350-x
10.1002/1878-0261.13070
10.1038/s41588-018-0099-7
10.1016/j.metabol.2022.155220
10.1038/nrmicro.2017.157
10.1128/mBio.01432-18
10.7150/jca.52943
10.1093/bioinformatics/btw373
10.1084/jem.20171079
10.1128/jcm.00213-07
10.1136/bmj.k601
10.1038/s43586-021-00092-5
ContentType Journal Article
Copyright The Author(s) 2025
2025. The Author(s).
The Author(s) 2025 2025
Copyright_xml – notice: The Author(s) 2025
– notice: 2025. The Author(s).
– notice: The Author(s) 2025 2025
DBID C6C
AAYXX
CITATION
CGR
CUY
CVF
ECM
EIF
NPM
7X8
5PM
DOA
DOI 10.1038/s41598-025-07265-2
DatabaseName Springer Nature OA Free Journals
CrossRef
Medline
MEDLINE
MEDLINE (Ovid)
MEDLINE
MEDLINE
PubMed
MEDLINE - Academic
PubMed Central (Full Participant titles)
DOAJ Directory of Open Access Journals
DatabaseTitle CrossRef
MEDLINE
Medline Complete
MEDLINE with Full Text
PubMed
MEDLINE (Ovid)
MEDLINE - Academic
DatabaseTitleList MEDLINE


MEDLINE - Academic

Database_xml – sequence: 1
  dbid: C6C
  name: Springer Nature OA Free Journals
  url: http://www.springeropen.com/
  sourceTypes: Publisher
– sequence: 2
  dbid: DOA
  name: DOAJ Directory of Open Access Journals
  url: https://www.doaj.org/
  sourceTypes: Open Website
– sequence: 3
  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: 4
  dbid: EIF
  name: MEDLINE
  url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search
  sourceTypes: Index Database
DeliveryMethod fulltext_linktorsrc
Discipline Biology
EISSN 2045-2322
EndPage 9
ExternalDocumentID oai_doaj_org_article_bd0115807059435f948bf45c8ff2c942
PMC12219653
40596493
10_1038_s41598_025_07265_2
Genre Journal Article
GroupedDBID 0R~
4.4
53G
5VS
7X7
88E
88I
8FE
8FH
8FI
8FJ
AAFWJ
AAJSJ
AAKDD
AASML
ABDBF
ABUWG
ACGFS
ACUHS
ADBBV
ADRAZ
AENEX
AEUYN
AFKRA
AFPKN
ALIPV
ALMA_UNASSIGNED_HOLDINGS
AOIJS
AZQEC
BAWUL
BBNVY
BCNDV
BENPR
BHPHI
BPHCQ
BVXVI
C6C
CCPQU
DIK
DWQXO
EBD
EBLON
EBS
ESX
FYUFA
GNUQQ
GROUPED_DOAJ
GX1
HCIFZ
HH5
HMCUK
HYE
KQ8
LK8
M1P
M2P
M7P
M~E
NAO
OK1
PHGZM
PHGZT
PIMPY
PQQKQ
PROAC
PSQYO
RNT
RNTTT
RPM
SNYQT
UKHRP
AAYXX
CITATION
CGR
CUY
CVF
ECM
EIF
NPM
7X8
PJZUB
PPXIY
PQGLB
PUEGO
5PM
ID FETCH-LOGICAL-c466t-a716c84bdf14321e5009514abad481c0580825e48b81a99fc715cdf3db54a8033
IEDL.DBID DOA
ISSN 2045-2322
IngestDate Wed Aug 27 01:32:53 EDT 2025
Thu Aug 21 18:33:08 EDT 2025
Tue Aug 26 08:57:54 EDT 2025
Sat Jul 05 01:30:32 EDT 2025
Thu Jul 03 08:43:19 EDT 2025
Wed Jul 02 02:43:50 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 1
Keywords Genetic correlation
Mendelian randomization
Skin microbiome
Skin cancer
Language English
License 2025. The Author(s).
Open Access This article is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License, which permits any non-commercial use, sharing, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if you modified the licensed material. You do not have permission under this licence to share adapted material derived from this article or parts of it. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by-nc-nd/4.0/.
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c466t-a716c84bdf14321e5009514abad481c0580825e48b81a99fc715cdf3db54a8033
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 23
OpenAccessLink https://doaj.org/article/bd0115807059435f948bf45c8ff2c942
PMID 40596493
PQID 3226356146
PQPubID 23479
PageCount 9
ParticipantIDs doaj_primary_oai_doaj_org_article_bd0115807059435f948bf45c8ff2c942
pubmedcentral_primary_oai_pubmedcentral_nih_gov_12219653
proquest_miscellaneous_3226356146
pubmed_primary_40596493
crossref_primary_10_1038_s41598_025_07265_2
springer_journals_10_1038_s41598_025_07265_2
PublicationCentury 2000
PublicationDate 2025-07-01
PublicationDateYYYYMMDD 2025-07-01
PublicationDate_xml – month: 07
  year: 2025
  text: 2025-07-01
  day: 01
PublicationDecade 2020
PublicationPlace London
PublicationPlace_xml – name: London
– name: England
PublicationTitle Scientific reports
PublicationTitleAbbrev Sci Rep
PublicationTitleAlternate Sci Rep
PublicationYear 2025
Publisher Nature Publishing Group UK
Nature Portfolio
Publisher_xml – name: Nature Publishing Group UK
– name: Nature Portfolio
References J Bowden (7265_CR31) 2015; 44
L Moitinho-Silva (7265_CR24) 2022; 13
Y Belkaid (7265_CR12) 2016; 16
Y Belkaid (7265_CR13) 2014; 346
M Verbanck (7265_CR32) 2018; 50
7265_CR17
P Aggarwal (7265_CR4) 2021; 85
Y Song (7265_CR40) 2007; 45
7265_CR15
P Wu (7265_CR42) 2018; 8
7265_CR19
YJ Chen (7265_CR47) 2018; 33
PM Visscher (7265_CR20) 2017; 101
JR Staley (7265_CR26) 2016; 32
O The Lancet (7265_CR10) 2023; 24
GV Long (7265_CR8) 2023; 402
EA Langan (7265_CR45) 2019; 181
DB Eisen (7265_CR6) 2021; 85
VK Ridaura (7265_CR34) 2018; 215
A Yacouba (7265_CR43) 2022; 86
L Marongiu (7265_CR41) 2021; 15
TD Allen (7265_CR36) 2006; 56
7265_CR23
K Yu (7265_CR29) 2023; 21
X Guo (7265_CR38) 2022; 13
CD George (7265_CR7) 2024; 190
S Burgess (7265_CR30) 2013; 37
KP Williams (7265_CR39) 2010; 192
S Sanna (7265_CR25) 2019; 51
7265_CR9
7265_CR37
NM Davies (7265_CR21) 2018; 362
AY Voigt (7265_CR18) 2022; 142
G Davey Smith (7265_CR22) 2017; 317
A Gavriilidou (7265_CR46) 2020; 21
J Kappelin (7265_CR5) 2022; 186
M Perez (7265_CR2) 2022; 87
AL Byrd (7265_CR11) 2018; 16
S Mizuhashi (7265_CR16) 2021; 48
M Mortaja (7265_CR3) 2023; 575
J Bowden (7265_CR28) 2019; 48
AL Cogen (7265_CR33) 2008; 158
D Gill (7265_CR27) 2019; 48
L Wang (7265_CR35) 2009; 206
7265_CR48
7265_CR49
N Hasan (7265_CR1) 2023; 22
Q Liu (7265_CR14) 2023; 24
7265_CR44
References_xml – ident: 7265_CR19
  doi: 10.3390/ijms23031813
– volume: 402
  start-page: 485
  year: 2023
  ident: 7265_CR8
  publication-title: Lancet (London England)
  doi: 10.1016/s0140-6736(23)00821-8
– volume: 48
  start-page: 1468
  year: 2019
  ident: 7265_CR27
  publication-title: Int. J. Epidemiol.
  doi: 10.1093/ije/dyz200
– ident: 7265_CR48
  doi: 10.1128/mBio.00019-12
– volume: 37
  start-page: 658
  year: 2013
  ident: 7265_CR30
  publication-title: Genet. Epidemiol.
  doi: 10.1002/gepi.21758
– volume: 192
  start-page: 2305
  year: 2010
  ident: 7265_CR39
  publication-title: J. Bacteriol.
  doi: 10.1128/jb.01480-09
– volume: 158
  start-page: 442
  year: 2008
  ident: 7265_CR33
  publication-title: Br. J. Dermatol.
  doi: 10.1111/j.1365-2133.2008.08437.x
– ident: 7265_CR37
  doi: 10.3389/fmicb.2023.1275374
– volume: 86
  start-page: 875
  year: 2022
  ident: 7265_CR43
  publication-title: Sem. Cancer Biol.
  doi: 10.1016/j.semcancer.2021.12.010
– volume: 33
  start-page: 1844
  year: 2018
  ident: 7265_CR47
  publication-title: J. Gastroenterol. Hepatol.
  doi: 10.1111/jgh.14281
– volume: 48
  start-page: e15
  year: 2021
  ident: 7265_CR16
  publication-title: J. Dermatol.
  doi: 10.1111/1346-8138.15633
– volume: 186
  start-page: 963
  year: 2022
  ident: 7265_CR5
  publication-title: Br. J. Dermatol.
  doi: 10.1111/bjd.20964
– volume: 142
  start-page: 2773
  year: 2022
  ident: 7265_CR18
  publication-title: J. Invest. Dermatol.
  doi: 10.1016/j.jid.2022.03.017
– volume: 101
  start-page: 5
  year: 2017
  ident: 7265_CR20
  publication-title: Am. J. Hum. Genet.
  doi: 10.1016/j.ajhg.2017.06.005
– volume: 16
  start-page: 353
  year: 2016
  ident: 7265_CR12
  publication-title: Nat. Rev. Immunol.
  doi: 10.1038/nri.2016.48
– volume: 87
  start-page: 255
  year: 2022
  ident: 7265_CR2
  publication-title: J. Am. Acad. Dermatol.
  doi: 10.1016/j.jaad.2021.12.066
– volume: 346
  start-page: 954
  year: 2014
  ident: 7265_CR13
  publication-title: Sci. (New York N Y)
  doi: 10.1126/science.1260144
– volume: 21
  start-page: 271
  year: 2023
  ident: 7265_CR29
  publication-title: BMC Med.
  doi: 10.1186/s12916-023-02982-9
– volume: 13
  start-page: 6204
  year: 2022
  ident: 7265_CR24
  publication-title: Nat. Commun.
  doi: 10.1038/s41467-022-33906-5
– volume: 181
  start-page: 1254
  year: 2019
  ident: 7265_CR45
  publication-title: Br. J. Dermatol.
  doi: 10.1111/bjd.17989
– volume: 44
  start-page: 512
  year: 2015
  ident: 7265_CR31
  publication-title: Int. J. Epidemiol.
  doi: 10.1093/ije/dyv080
– volume: 206
  start-page: 1457
  year: 2009
  ident: 7265_CR35
  publication-title: J. Exp. Med.
  doi: 10.1084/jem.20090207
– ident: 7265_CR44
  doi: 10.1128/msystems.01119-23
– volume: 24
  start-page: 823
  year: 2023
  ident: 7265_CR10
  publication-title: Lancet Oncol.
  doi: 10.1016/s1470-2045(23)00348-0
– volume: 85
  start-page: e209
  year: 2021
  ident: 7265_CR6
  publication-title: J. Am. Acad. Dermatol.
  doi: 10.1016/j.jaad.2021.02.082
– volume: 22
  start-page: 168
  year: 2023
  ident: 7265_CR1
  publication-title: Mol. Cancer
  doi: 10.1186/s12943-023-01854-3
– volume: 190
  start-page: 465
  year: 2024
  ident: 7265_CR7
  publication-title: Br. J. Dermatol.
  doi: 10.1093/bjd/ljad371
– volume: 24
  start-page: 895
  year: 2023
  ident: 7265_CR14
  publication-title: Nat. Immunol.
  doi: 10.1038/s41590-023-01500-6
– ident: 7265_CR9
  doi: 10.3322/caac.21820
– volume: 317
  start-page: 589
  year: 2017
  ident: 7265_CR22
  publication-title: Jama
  doi: 10.1001/jama.2016.21189
– volume: 21
  start-page: 569
  year: 2020
  ident: 7265_CR46
  publication-title: BMC Genom.
  doi: 10.1186/s12864-020-06971-7
– volume: 85
  start-page: 388
  year: 2021
  ident: 7265_CR4
  publication-title: J. Am. Acad. Dermatol.
  doi: 10.1016/j.jaad.2021.03.109
– ident: 7265_CR15
  doi: 10.1186/s12866-022-02458-5
– volume: 8
  start-page: 167
  year: 2018
  ident: 7265_CR42
  publication-title: Front. Cell. Infect. Microbiol.
  doi: 10.3389/fcimb.2018.00167
– volume: 575
  start-page: 216406
  year: 2023
  ident: 7265_CR3
  publication-title: Cancer Lett.
  doi: 10.1016/j.canlet.2023.216406
– volume: 48
  start-page: 728
  year: 2019
  ident: 7265_CR28
  publication-title: Int. J. Epidemiol.
  doi: 10.1093/ije/dyy258
– volume: 56
  start-page: 1311
  year: 2006
  ident: 7265_CR36
  publication-title: Int. J. Syst. Evol. MicroBiol.
  doi: 10.1099/ijs.0.64218-0
– volume: 51
  start-page: 600
  year: 2019
  ident: 7265_CR25
  publication-title: Nat. Genet.
  doi: 10.1038/s41588-019-0350-x
– volume: 15
  start-page: 3363
  year: 2021
  ident: 7265_CR41
  publication-title: Mol. Oncol.
  doi: 10.1002/1878-0261.13070
– volume: 50
  start-page: 693
  year: 2018
  ident: 7265_CR32
  publication-title: Nat. Genet.
  doi: 10.1038/s41588-018-0099-7
– ident: 7265_CR49
  doi: 10.1016/j.metabol.2022.155220
– volume: 16
  start-page: 143
  year: 2018
  ident: 7265_CR11
  publication-title: Nat. Rev. Microbiol.
  doi: 10.1038/nrmicro.2017.157
– ident: 7265_CR17
  doi: 10.1128/mBio.01432-18
– volume: 13
  start-page: 1555
  year: 2022
  ident: 7265_CR38
  publication-title: J. Cancer
  doi: 10.7150/jca.52943
– volume: 32
  start-page: 3207
  year: 2016
  ident: 7265_CR26
  publication-title: Bioinformatics
  doi: 10.1093/bioinformatics/btw373
– volume: 215
  start-page: 785
  year: 2018
  ident: 7265_CR34
  publication-title: J. Exp. Med.
  doi: 10.1084/jem.20171079
– volume: 45
  start-page: 1746
  year: 2007
  ident: 7265_CR40
  publication-title: J. Clin. Microbiol.
  doi: 10.1128/jcm.00213-07
– volume: 362
  start-page: k601
  year: 2018
  ident: 7265_CR21
  publication-title: BMJ
  doi: 10.1136/bmj.k601
– ident: 7265_CR23
  doi: 10.1038/s43586-021-00092-5
SSID ssj0000529419
Score 2.4509742
Snippet Increasing evidence indicates a link between the skin microbiome and different types of skin cancer, but it is still uncertain if this connection is causal....
Abstract Increasing evidence indicates a link between the skin microbiome and different types of skin cancer, but it is still uncertain if this connection is...
SourceID doaj
pubmedcentral
proquest
pubmed
crossref
springer
SourceType Open Website
Open Access Repository
Aggregation Database
Index Database
Publisher
StartPage 21590
SubjectTerms 631/326
631/67
Carcinoma, Basal Cell - genetics
Carcinoma, Basal Cell - microbiology
Carcinoma, Squamous Cell - genetics
Carcinoma, Squamous Cell - microbiology
Genetic correlation
Genome-Wide Association Study
Humanities and Social Sciences
Humans
Keratosis, Actinic - genetics
Keratosis, Actinic - microbiology
Melanoma - genetics
Melanoma - microbiology
Mendelian randomization
Mendelian Randomization Analysis
Microbiota - genetics
multidisciplinary
Polymorphism, Single Nucleotide
Science
Science (multidisciplinary)
Skin - microbiology
Skin cancer
Skin Microbiome
Skin Neoplasms - genetics
Skin Neoplasms - microbiology
SummonAdditionalLinks – databaseName: Springer Nature OA Free Journals
  dbid: C6C
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1LixQxEA7riuBFfDu-iOBNGzvpSndy1MFlEdaTC3sLeeog0yPTMwf_vVXp7pHRRfCazqtTlapKquoLY69jk7uQQqw6L3IFyWiUg6Cq0GXnZBMBSob3xef2_BI-XamrEybnXJgStF8gLYuYnqPD3g2oaCgZTKqq7iRFZt1gNwm6nbh62S4P9yrkuQJhpvyYutHXND3SQQWq_zr78u8wyT98pUUFnd1ldybbkb8fZ3uPnaT-Prs1vib58wFzF3SdTdcWHBVQ3KynFEteIGQ5YTUhr_Hg9gP24n7ThU_BWnz4vur5ejViM60Tx17GskC8sR0essuzj1-W59X0gkIVoG13lcPTUNDgY0azSIqkikUFzrsIWoRaaTohJtBeC2dMDp1QIeYmegVO103ziJ32mz49YdwFHXMNSYQ2o4mlvfMtGmuAVY2UqV2wN_Oa2h8jUIYtDu5G25ECFilgCwWsXLAPtOyHmgRyXQo22692Irr1kexVjUJJGRwyG5xnBhV0zjIYwE5ezUSzuCnI0-H6tNkPFqUU4e6hFliwxyMRD0MBPTgEplkwfUTeo7kcf-lX3wrwtpCSABix6duZE-y05Yd__OzT_6v-jN2WI7NWtXjOTnfbfXqBls_Ovyys_gsUHf6_
  priority: 102
  providerName: Springer Nature
Title Mendelian randomization study reveals causal association between skin microbiome and skin cancers
URI https://link.springer.com/article/10.1038/s41598-025-07265-2
https://www.ncbi.nlm.nih.gov/pubmed/40596493
https://www.proquest.com/docview/3226356146
https://pubmed.ncbi.nlm.nih.gov/PMC12219653
https://doaj.org/article/bd0115807059435f948bf45c8ff2c942
Volume 15
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1Lb9QwEB5BERIXxJvwWBmJG0SNHSexj9tVq2qlVgiotDfLT7FCm0XN7qH_vmM7W7qA4MIpkuM49szYM7ZnvgF47-rQWW9d2RkaSu6lwHWQN6XtgtasdpynCO-z8_b0gs8XzeJWqq_oE5bhgTPhDo2LRotAyWwkqvYguTCBN1aEwKzkafVFnXdrM5VRvZnkVI5RMlUtDgfUVDGajDVl1bHo2rWniRJg_5-szN-dJX-5MU2K6OQRPBwtSDLNPX8Md3z_BO7nnJJXT0GfxUPteHhBUA259WoMtCQJSJZExCaUOGL1dsBW9E_ukNFliwzflz1ZLTNC08oTbCWX2Sghl8MzuDg5_jo7Lcc8CqXlbbspNe6JrODGBTSOGPVNsqu4NtpxQW2F1MV9okfCCqqlDLajjXWhdqbhWlR1_RwO-nXvXwLRVrhQcU9tG5AbwmjTosnGsapkzLcFfNjRVP3IcBkqXXPXQmUOKOSAShxQrICjSPabmhHqOhWgAKhRANS_BKCAdzumKZwa8b5D9369HRSuVRF9D3VBAS8yE29-xWPaIS7rAsQee_f6sv-mX35L8NuUsQjDiJ9-3EmCGif-8JfBvvofg30ND1gW4bKib-Bgc7n1b9Eq2pgJ3O0W3QTuTafzL3N8Hh2ff_qMpbN2NkmT4xoKzQ1z
linkProvider Directory of Open Access Journals
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1Lb9QwELZKEYJLxbMs5WEkbhARO-PEPsKKaoFuT63Um-UnrKrNos3ugX_P2EkWLVRIXB2_4hl7Ptsznwl546vYuOB80VgWCwhK4joIonBNNIZXHiBHeM_P69klfLkSVweEj7Ew2Wk_U1rmZXr0DnvfoaFJwWBcFGXDk2fWLXIbsXad3Lim9XR3rpJuroCpIT6mrOQNRfdsUKbqvwlf_u0m-cddaTZBp_fJ0YAd6Ye-tw_IQWgfkjv9a5I_HxEzT8fZ6diCogHyq-UQYkkzhSxNXE2oa9SZbYe1mN9yoYOzFu2uFy1dLnpupmWgWEuf5pJurLvH5PL008V0VgwvKBQO6npTGNwNOQnWR4RFnAWRERUYazxI5koh0w4xgLSSGaWia5hwPlbeCjCyrKon5LBdteEpocZJH0sIzNURIZa0xtYI1gCzKs5DPSFvxzHVP3qiDJ0vuCupewlolIDOEtB8Qj6mYd_lTCTXOWG1_qYHoWvrE16VuCgJhU1Ghf2MIJyMkTsFWMnrUWgaJ0W66TBtWG07jatU4t1DKzAhx70Qd01BenAIVDUhck-8e33Z_9IuvmfibcZ5ImDEou9GTdDDlO_-8bPP_i_7K3J3djE_02efz7-ekHu8V9yiZM_J4Wa9DS8QBW3sy6z2vwA3BQG9
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1Lb9QwEB6VIhAXVN5LeRiJGwRix07sI11YlUcrDlTqzfITVmiz1Wb3wL_v2EkWLVRIXB2_4hl7PtsznwFe-io2LjhfNJbGggclcR3konBNNIZVnvMc4X1yWh-f8U_n4nwP6jEWJjvtZ0rLvEyP3mFvOzQ0KRiMiaJsWPLMenPh4zW4jni7TJuuaT3dnq2k2ytO1RAjU1byiuI7dijT9V-FMf92lfzjvjSbodkB3B7wI3nX9_gO7IX2LtzoX5T8dQ_MSTrSTkcXBI2QXy6GMEuSaWRJ4mtCfSPObDqsxfyWDRkctkj3c96SxbznZ1oEgrX0aS7px6q7D2ezD9-mx8XwikLheF2vC4M7Iie59RGhEaNBZFTFjTWeS-pKIdMuMXBpJTVKRddQ4XysvBXcyLKqHsB-u2zDIyDGSR9LHqirI8IsaY2tEbBxzKoYC_UEXo1jqi96sgydL7krqXsJaJSAzhLQbAJHadi3ORPRdU5Yrr7rQfDa-oRZJS5MQmGTUWE_IxdOxsic4ljJi1FoGidGuu0wbVhuOo0rVeLeQ0swgYe9ELdN8fToEFfVBOSOeHf6svulnf_I5NuUsUTCiEVfj5qgh2nf_eNnH_9f9udw8-v7mf7y8fTzIdxivd4WJX0C--vVJjxFILS2z7LWXwLcjwLG
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=Mendelian+randomization+study+reveals+causal+association+between+skin+microbiome+and+skin+cancers&rft.jtitle=Scientific+reports&rft.au=He%2C+Yong&rft.au=Li%2C+Liming&rft.au=Li%2C+Yuancheng&rft.au=Wang%2C+Xiaoke&rft.date=2025-07-01&rft.eissn=2045-2322&rft.volume=15&rft.issue=1&rft.spage=21590&rft_id=info:doi/10.1038%2Fs41598-025-07265-2&rft_id=info%3Apmid%2F40596493&rft.externalDocID=40596493
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2045-2322&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2045-2322&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2045-2322&client=summon