CD138 - multiple myeloma cells express high level of CHK1 which correlated to overall survival in MM patient
Multiple myeloma (MM) is a disease in which abnormal plasma cells proliferate and secrete monoclonal immunoglobulin in the bone marrow. The main characteristic of plasma cells is the expression of the cell surface antigen syndecan-1 (CD138). However, the expression of CD138 is limited to terminally...
Saved in:
Published in | Aging (Albany, NY.) Vol. 12; no. 22; pp. 23067 - 23081 |
---|---|
Main Authors | , , , , , , , |
Format | Journal Article |
Language | English |
Published |
United States
Impact Journals
10.11.2020
|
Subjects | |
Online Access | Get full text |
Cover
Loading…
Abstract | Multiple myeloma (MM) is a disease in which abnormal plasma cells proliferate and secrete monoclonal immunoglobulin in the bone marrow. The main characteristic of plasma cells is the expression of the cell surface antigen syndecan-1 (CD138). However, the expression of CD138 is limited to terminally differentiated plasma cells during B cell development. A small subpopulation (2~5%) of human MM cells that lack CD138 expression has been shown to possess enormous proliferation potential
experiment and in animal models, and they also can differentiate into CD138
plasma cells. Thus, this small subset of MM cells was regarded as myeloma cancer stem cell (MCSC). However, its characteristics associated with the pathogenesis of MM remain unclear. In this study, we analyzed the gene expression data of CD138 cell lines downloaded from Gene Expression Omnibus (GEO) database. Limma package in RStudio was used to identify differentially expressed genes (DEGs). Genes enrichment and protein-protein interaction (PPI) network analysis were performed on DAVID and STRING databases. Furthermore, overall survival (OS) analysis in MM patient was utilized to screen out the hub-genes closely associate with the MM pathogenesis process. Hub-genes expression validation and receiver operating characteristic curve (ROC) analysis was performed in different stages of plasma cell disorder diseases. Finally, we verified these findings in MM patient samples. Through integrated bioinformatics analysis of MM CD138
and CD138
cell lines, we found that CDC7, CDK1, and CHK1 are highly expressed in CD138
MM cells. These genes are crucial in the G2/M phase of the cell cycle pathway, which is closely related to the malignant proliferation in various tumor cells. Of note, we found that patients with high expression of CDC7, CDK1, and CHK1 had shorter overall survival time. The expression of CHK1 was significantly increased in MM cells compared with normal plasma cell (NPC) and MGUS. More importantly, we further clarified that the expression of CHK1 in release/refraction MM (R/R MM) has obviously increased compared with new diagnosed MM (ND MM). |
---|---|
AbstractList | Multiple myeloma (MM) is a disease in which abnormal plasma cells proliferate and secrete monoclonal immunoglobulin in the bone marrow. The main characteristic of plasma cells is the expression of the cell surface antigen syndecan-1 (CD138). However, the expression of CD138 is limited to terminally differentiated plasma cells during B cell development. A small subpopulation (2~5%) of human MM cells that lack CD138 expression has been shown to possess enormous proliferation potential
in vitro
experiment and in animal models, and they also can differentiate into CD138
+
plasma cells. Thus, this small subset of MM cells was regarded as myeloma cancer stem cell (MCSC). However, its characteristics associated with the pathogenesis of MM remain unclear. In this study, we analyzed the gene expression data of CD138 cell lines downloaded from Gene Expression Omnibus (GEO) database. Limma package in RStudio was used to identify differentially expressed genes (DEGs). Genes enrichment and protein-protein interaction (PPI) network analysis were performed on DAVID and STRING databases. Furthermore, overall survival (OS) analysis in MM patient was utilized to screen out the hub-genes closely associate with the MM pathogenesis process. Hub-genes expression validation and receiver operating characteristic curve (ROC) analysis was performed in different stages of plasma cell disorder diseases. Finally, we verified these findings in MM patient samples. Through integrated bioinformatics analysis of MM CD138
-
and CD138
+
cell lines, we found that CDC7, CDK1, and CHK1 are highly expressed in CD138
-
MM cells. These genes are crucial in the G2/M phase of the cell cycle pathway, which is closely related to the malignant proliferation in various tumor cells. Of note, we found that patients with high expression of CDC7, CDK1, and CHK1 had shorter overall survival time. The expression of CHK1 was significantly increased in MM cells compared with normal plasma cell (NPC) and MGUS. More importantly, we further clarified that the expression of CHK1 in release/refraction MM (R/R MM) has obviously increased compared with new diagnosed MM (ND MM). Multiple myeloma (MM) is a disease in which abnormal plasma cells proliferate and secrete monoclonal immunoglobulin in the bone marrow. The main characteristic of plasma cells is the expression of the cell surface antigen syndecan-1 (CD138). However, the expression of CD138 is limited to terminally differentiated plasma cells during B cell development. A small subpopulation (2~5%) of human MM cells that lack CD138 expression has been shown to possess enormous proliferation potential experiment and in animal models, and they also can differentiate into CD138 plasma cells. Thus, this small subset of MM cells was regarded as myeloma cancer stem cell (MCSC). However, its characteristics associated with the pathogenesis of MM remain unclear. In this study, we analyzed the gene expression data of CD138 cell lines downloaded from Gene Expression Omnibus (GEO) database. Limma package in RStudio was used to identify differentially expressed genes (DEGs). Genes enrichment and protein-protein interaction (PPI) network analysis were performed on DAVID and STRING databases. Furthermore, overall survival (OS) analysis in MM patient was utilized to screen out the hub-genes closely associate with the MM pathogenesis process. Hub-genes expression validation and receiver operating characteristic curve (ROC) analysis was performed in different stages of plasma cell disorder diseases. Finally, we verified these findings in MM patient samples. Through integrated bioinformatics analysis of MM CD138 and CD138 cell lines, we found that CDC7, CDK1, and CHK1 are highly expressed in CD138 MM cells. These genes are crucial in the G2/M phase of the cell cycle pathway, which is closely related to the malignant proliferation in various tumor cells. Of note, we found that patients with high expression of CDC7, CDK1, and CHK1 had shorter overall survival time. The expression of CHK1 was significantly increased in MM cells compared with normal plasma cell (NPC) and MGUS. More importantly, we further clarified that the expression of CHK1 in release/refraction MM (R/R MM) has obviously increased compared with new diagnosed MM (ND MM). Abstract only |
Author | He, Aili Shen, Ying Feng, Yuandong Zhang, Peihua Li, Fangmei Wang, Fangxia Wu, Dong Chen, Hongli |
Author_xml | – sequence: 1 givenname: Dong surname: Wu fullname: Wu, Dong organization: Department of Hematology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China – sequence: 2 givenname: Peihua surname: Zhang fullname: Zhang, Peihua organization: Department of Hematology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China – sequence: 3 givenname: Fangmei surname: Li fullname: Li, Fangmei organization: Department of Hematology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China – sequence: 4 givenname: Ying surname: Shen fullname: Shen, Ying organization: Department of Hematology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China – sequence: 5 givenname: Hongli surname: Chen fullname: Chen, Hongli organization: Department of Hematology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China – sequence: 6 givenname: Yuandong surname: Feng fullname: Feng, Yuandong organization: Department of Hematology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China – sequence: 7 givenname: Aili surname: He fullname: He, Aili organization: Department of Hematology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China – sequence: 8 givenname: Fangxia surname: Wang fullname: Wang, Fangxia organization: Department of Hematology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/33197893$$D View this record in MEDLINE/PubMed |
BookMark | eNpVkc1v1DAQxS1URD_gyBX5yCXFzjhe-4KEtrRFtOLSu-U4k42REwc7Sdn_vmm3VOU0I83Te6P3OyVHQxyQkI-cnXMlofxid37YnXMmmJRvyAnXoipEpfTRq_2YnOb8mzFZVUK-I8cAXG-UhhMSthccFC1oP4fJjwFpv8cQe0sdhpAp_h0T5kw7v-towAUDjS3dXv_k9L7zrqMupoTBTtjQKdK4YLIh0DynxS82UD_Q21s62snjML0nb1sbMn54nmfk7vL73fa6uPl19WP77aZwoDZTwYFV2DDmeINgWyg5U22tbKW4hqasOVTS2dpyQMZLlFrX2imLogaBHOGMfD3YjnPdY-PW5PUpMybf27Q30Xrz_2XwndnFxWw2QoKA1eDzs0GKf2bMk-l9fuzDDhjnbEohOei1_mqVFgepSzHnhO1LDGfmCZB5AmQOgFb9p9e_vaj_EYEHwfOPlQ |
CitedBy_id | crossref_primary_10_18632_aging_203288 crossref_primary_10_3389_fcell_2021_739011 crossref_primary_10_3389_fmolb_2022_833771 crossref_primary_10_3390_vaccines10101721 crossref_primary_10_3389_fonc_2024_1370854 |
ContentType | Journal Article |
Copyright | Copyright: © 2020 Wu et al. |
Copyright_xml | – notice: Copyright: © 2020 Wu et al. |
DBID | CGR CUY CVF ECM EIF NPM AAYXX CITATION 7X8 5PM |
DOI | 10.18632/aging.104066 |
DatabaseName | Medline MEDLINE MEDLINE (Ovid) MEDLINE MEDLINE PubMed CrossRef MEDLINE - Academic PubMed Central (Full Participant titles) |
DatabaseTitle | MEDLINE Medline Complete MEDLINE with Full Text PubMed MEDLINE (Ovid) CrossRef MEDLINE - Academic |
DatabaseTitleList | MEDLINE CrossRef |
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: 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 | Medicine Biology |
EISSN | 1945-4589 |
EndPage | 23081 |
ExternalDocumentID | 10_18632_aging_104066 33197893 |
Genre | Research Support, Non-U.S. Gov't Journal Article |
GroupedDBID | --- 53G ADBBV ALMA_UNASSIGNED_HOLDINGS AOIJS BAWUL CGR CUY CVF DIK E3Z ECM EIF FRP GX1 HYE KQ8 M48 NPM O5R O5S OK1 PGMZT RPM W2D AAYXX CITATION 7X8 5PM |
ID | FETCH-LOGICAL-c387t-1305ed00c1de3af32108fb8a58193d2b1356caba13e012e699b9c8ae4b34e1e3 |
IEDL.DBID | RPM |
ISSN | 1945-4589 |
IngestDate | Tue Sep 17 21:24:06 EDT 2024 Fri Aug 16 01:05:53 EDT 2024 Fri Aug 23 02:25:48 EDT 2024 Sat Sep 28 08:22:59 EDT 2024 |
IsDoiOpenAccess | true |
IsOpenAccess | true |
IsPeerReviewed | false |
IsScholarly | true |
Issue | 22 |
Keywords | multiple myeloma CD138 CHK1 cancer stem cell bioinformatics |
Language | English |
License | This is an open access article distributed under the terms of the Creative Commons Attribution License (CC BY 3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
LinkModel | DirectLink |
MergedId | FETCHMERGED-LOGICAL-c387t-1305ed00c1de3af32108fb8a58193d2b1356caba13e012e699b9c8ae4b34e1e3 |
Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 Equal contribution |
OpenAccessLink | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7746343/ |
PMID | 33197893 |
PQID | 2461391865 |
PQPubID | 23479 |
PageCount | 15 |
ParticipantIDs | pubmedcentral_primary_oai_pubmedcentral_nih_gov_7746343 proquest_miscellaneous_2461391865 crossref_primary_10_18632_aging_104066 pubmed_primary_33197893 |
PublicationCentury | 2000 |
PublicationDate | 20201110 |
PublicationDateYYYYMMDD | 2020-11-10 |
PublicationDate_xml | – month: 11 year: 2020 text: 20201110 day: 10 |
PublicationDecade | 2020 |
PublicationPlace | United States |
PublicationPlace_xml | – name: United States |
PublicationTitle | Aging (Albany, NY.) |
PublicationTitleAlternate | Aging (Albany NY) |
PublicationYear | 2020 |
Publisher | Impact Journals |
Publisher_xml | – name: Impact Journals |
SSID | ssj0065546 |
Score | 2.3412778 |
Snippet | Multiple myeloma (MM) is a disease in which abnormal plasma cells proliferate and secrete monoclonal immunoglobulin in the bone marrow. The main characteristic... Abstract only |
SourceID | pubmedcentral proquest crossref pubmed |
SourceType | Open Access Repository Aggregation Database Index Database |
StartPage | 23067 |
SubjectTerms | Adult Aged Checkpoint Kinase 1 - metabolism Female Gene Expression Regulation, Neoplastic Humans Kaplan-Meier Estimate Male Middle Aged Multiple Myeloma - diagnosis Multiple Myeloma - metabolism Multiple Myeloma - mortality Protein Interaction Maps Research Paper Sensitivity and Specificity Syndecan-1 - metabolism |
SummonAdditionalLinks | – databaseName: Scholars Portal Open Access Journals dbid: M48 link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwdV1Nb9NAEB1BEVUvVSmlTQtokBA3U9uza68PVYUCVQQKp1bqzVrbYyWSa0OTqM2_747tBNLC2d49zIfnjfftG4CP2uW_yVThBRz7nopt4IlsnWe5HWJXhpGWi8Ljn9HoSn2_1td_JIV6A87-2drJPKmr2-rz_e_luUv4M0l4E1F42s7zkdNKVz-fw4tQuSZdWHxqfaAQCRmrl9h8smQHtslFYmwS2qxOTyDnY-bkX6XoYg92ewyJXzqnv4JnXO_Dy26q5HIftsf9eflrqIZfAzLo4Yo3iDdLrpobi_LDfoZ83_JgUUSLsRL-EDYlDkc_ArybTPMJ5jK8o3J4tMB5g0L3tFWFs4X7wLgQxWmN4zH22qwHcHnx7XI48vr5Cl5OJpYp9L7mwvfzoGCypdzmMWVmrHYogYowC0hHuc1sQOzKGEdJkiW5sawyUhwwvYGtuqn5CNAYVXIcZaGmRGk2iaaSlPLJ4QtK2A7g08qs6a9ORSOV7kNckbauSDtXDODDyuipi3Oxha25WcxS0b2jxK3QAzjsnLDeauW9AcQb7lm_IBram0_q6aTV0nboNyJFx__d8wR2QmmxW-bfW9ia3y74ncMh8-x9G2EPYMnbXw priority: 102 providerName: Scholars Portal |
Title | CD138 - multiple myeloma cells express high level of CHK1 which correlated to overall survival in MM patient |
URI | https://www.ncbi.nlm.nih.gov/pubmed/33197893 https://search.proquest.com/docview/2461391865 https://pubmed.ncbi.nlm.nih.gov/PMC7746343 |
Volume | 12 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1Nb9QwEB11K1H1gqB8LR_VICFu6cYZO3GOaKGsQEEcirS3yE4m2hXZpGJ31fbfY-ejYuHGJZfEUeR59jzHz28A3ik3_rWVZSA4CQOZGBF427rAcFfEropi5Q8KZ9_ixQ_5ZamWR6DGszCdaL-w64um3lw061WnrbzeFLNRJzb7ns0dZYlJ0mwCEwfQcYneT7-xl10NZpo6pmjWFfvxW5kuuZ7CCTnMJTqlwzz0D7n8WyP5R9K5fAQPB7aIH_qvegxH3JzBg75-5N0ZnGTDzvgT-Dn_KNykgqNAEDd3XLcbg_7P_Bb5thO8oncnxtoLhbCtcL74KvBmtS5WWPgqHbUjniXuWvS6TlPXuN27mcRhEdcNZhkOJqxP4ery09V8EQyFFIKCdOLLzYeKyzAsRMlkKn9sR1dWG-XoAJWRFaTiwlgjiF2-4jhNbVpow9KSZMH0DI6btuEXgFrLipPYRopSqViniiqSMiRHJChlM4X3Y6_m171dRu6XGT4SeReJvI_EFN6OfZ47QPu-MA23-23uDe4odS3UFJ73Mbh_1Ri8KSQH0bl_wJtlH95xGOpMswfMvPzvlq_gNPJr7U4C-BqOd7_2_MYRkp09h8nnpXDXTOrzDoy_AWnS4yw |
link.rule.ids | 230,315,730,783,787,888,24330,27936,27937,53804,53806 |
linkProvider | National Library of Medicine |
linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1Lb9QwEB6VIkovPEppl6eRELfsJhk7cY5ooVpoU3FYUG-R7Uy0q2aTqrurPn49dh4VW05wdhwl-caez_HnbwA-Cjv-pea5F1DsezxWgeds6zxFTRG7IoyEOyicnkaTn_z7mTjbAtGfhWlE-0bPh1W5GFbzWaOtvFiYUa8TG_1Ix5ayRMhx9AAe2vHq836R3k7AkRNedXaaMsJw1JT7cZuZNr3uwg7aqItlgpuZ6C96eV8l-UfaOXoKv_oHbtUm58P1Sg_N7T0vx39-o2fwpCOi7HPb_By2qNqDR21pyps92Em7TfcXcD7-Etj5ivXaQ7a4obJeKOZ--i8ZXTdaWuaMj1npNEisLth4chywq9nczJhxBUBKy2lztqqZk4yqsmTLtZ2kbJizecXSlHX-rvswPfo6HU-8rkaDZ1DGrpK9Lyj3fRPkhKpwJ4JkoaUSlmlgHuoARWSUVgGSTYUUJYlOjFTENXIKCF_CdlVXdAhMSl5QHOlQYMIFyURggZz7aDkKJqQG8KmHK7tonTgyt4JxEGcNxFkL8QA-9GBmdqy4b6EqqtfLzHnnYWJ7iAEctODe3aqPigHEG7DfXeB8uDdbLJiNH3cH3qv_7vkeHk-m6Ul28u30-DXshm5J3ygN38D26nJNby3vWel3TZT_BuQ2A2g |
linkToPdf | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1db9MwFL2CIaq9MBiMlQ0wEuItzYc_4jyiblVhZNrDkCZeItu5UaulSUVbjfHrsfMxreNtz7GjJOfa9zg-PhfgM7fjX2qWeyHGgcdiFXrOts5T2BSxKyLB3UHh9FxMf7LvV_zqXqmvRrRv9HxUlYtRNZ812srlwvi9Tsy_SMeWsgjKqL_MC_8pPLNjNhD9Qr2dhIUTX3WWmlLQyG9K_rgNTZtid2FAbeTFMqHb2eg_ivlQKXkv9Uz24Ff_0K3i5Hq0WeuR-fvAz_FRb_USXnSElHxtm7yCJ1jtw_O2ROXtPgzSbvP9NVyPT0I7b5Feg0gWt1jWC0Xcz_8VwT-NppY4A2RSOi0SqQsynp6F5GY2NzNiXCGQ0nLbnKxr4qSjqizJamMnKxvuZF6RNCWdz-sbuJycXo6nXlerwTNUxq6ifcAxDwIT5khV4U4GyUJLxS3joHmkQ8qFUVqFFG1KRJEkOjFSIdOUYYj0AHaqusJDIFKyAmOhI04TxlEmnBaUsYBarkITVEP40kOWLVtHjsytZBzMWQNz1sI8hE89oJkdM-5bqArrzSpzHno0sT34EN62AN_dqo-MIcRb0N81cH7c21csoI0vdwfgu0f3_AiDi5NJ9uPb-dkR7EZuZd8IDo9hZ_17g-8t_VnrD02g_wMLKQXo |
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=CD138+-+multiple+myeloma+cells+express+high+level+of+CHK1+which+correlated+to+overall+survival+in+MM+patient&rft.jtitle=Aging+%28Albany%2C+NY.%29&rft.au=Wu%2C+Dong&rft.au=Zhang%2C+Peihua&rft.au=Li%2C+Fangmei&rft.au=Shen%2C+Ying&rft.date=2020-11-10&rft.eissn=1945-4589&rft.volume=12&rft.issue=22&rft.spage=23067&rft_id=info:doi/10.18632%2Faging.104066&rft_id=info%3Apmid%2F33197893&rft.externalDocID=33197893 |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1945-4589&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1945-4589&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1945-4589&client=summon |