Application of R2 and Apparent Diffusion Coefficient in Estimating Tumor Grade and T Category of Bladder Cancer
The objective of our study was to compare the feasibility of R2* and apparent diffusion coefficient (ADC) for differentiating tumor grade and T category of bladder cancer. In this prospective study, 58 patients with pathologically confirmed bladder cancers underwent pretreatment T2*-weighted imaging...
Saved in:
Published in | American journal of roentgenology (1976) Vol. 214; no. 2; pp. 383 - 389 |
---|---|
Main Authors | , , , , , , |
Format | Journal Article |
Language | English |
Published |
United States
01.02.2020
|
Subjects | |
Online Access | Get full text |
ISSN | 0361-803X 1546-3141 1546-3141 |
DOI | 10.2214/AJR.19.21668 |
Cover
Loading…
Abstract | The objective of our study was to compare the feasibility of R2* and apparent diffusion coefficient (ADC) for differentiating tumor grade and T category of bladder cancer.
In this prospective study, 58 patients with pathologically confirmed bladder cancers underwent pretreatment T2*-weighted imaging and DWI on a 3-T MRI unit. The apparent transverse relaxation rate R2*, which is derived from T2*-weighted imaging, and ADC, which is derived from DWI, were calculated and compared between low- and high-grade bladder cancers as well as between non-muscle-invasive bladder cancers (NMIBCs) and muscle-invasive bladder cancers (MIBCs) using the Mann-Whitney
test. The diagnostic performances of R2*, ADC, and the combination of R2* and ADC were evaluated through an ROC analysis.
Significant differences were found in R2* (mean ± SD, 16.55 ± 5.54 vs 20.96 ± 7.75 s
;
= 0.001) and ADC (1.62 ± 0.31 vs 1.33 ± 0.21 × 10
mm
/s;
< 0.001) between lowand high-grade bladder cancers. R2* was significantly higher (22.56 ± 8.41 vs 18.06 ± 6.46 s
;
0.008) and ADC was considerably lower (1.21 ± 0.18 vs 1.53 ± 0.27 × 10
mm
/s;
< 0.001) in MIBCs than in NMIBCs. The AUCs for differentiating low-from high-grade groups were 0.714 using R2* and 0.779 using ADC. AUCs for distinguishing between NMIBC and MIBC groups using R2* and ADC were 0.682 and 0.850, respectively.
In addition to ADC, R2* can be used as a quantitative imaging biomarker to provide additional information for tumor characterization of bladder cancer. |
---|---|
AbstractList | OBJECTIVE. The objective of our study was to compare the feasibility of R2* and apparent diffusion coefficient (ADC) for differentiating tumor grade and T category of bladder cancer. SUBJECTS AND METHODS. In this prospective study, 58 patients with pathologically confirmed bladder cancers underwent pretreatment T2*-weighted imaging and DWI on a 3-T MRI unit. The apparent transverse relaxation rate R2*, which is derived from T2*-weighted imaging, and ADC, which is derived from DWI, were calculated and compared between low- and high-grade bladder cancers as well as between non-muscle-invasive bladder cancers (NMIBCs) and muscle-invasive bladder cancers (MIBCs) using the Mann-Whitney U test. The diagnostic performances of R2*, ADC, and the combination of R2* and ADC were evaluated through an ROC analysis. RESULTS. Significant differences were found in R2* (mean ± SD, 16.55 ± 5.54 vs 20.96 ± 7.75 s-1; p = 0.001) and ADC (1.62 ± 0.31 vs 1.33 ± 0.21 × 10-3 mm2/s; p < 0.001) between lowand high-grade bladder cancers. R2* was significantly higher (22.56 ± 8.41 vs 18.06 ± 6.46 s-1; p = 0.008) and ADC was considerably lower (1.21 ± 0.18 vs 1.53 ± 0.27 × 10-3 mm2/s; p < 0.001) in MIBCs than in NMIBCs. The AUCs for differentiating low-from high-grade groups were 0.714 using R2* and 0.779 using ADC. AUCs for distinguishing between NMIBC and MIBC groups using R2* and ADC were 0.682 and 0.850, respectively. CONCLUSION. In addition to ADC, R2* can be used as a quantitative imaging biomarker to provide additional information for tumor characterization of bladder cancer.OBJECTIVE. The objective of our study was to compare the feasibility of R2* and apparent diffusion coefficient (ADC) for differentiating tumor grade and T category of bladder cancer. SUBJECTS AND METHODS. In this prospective study, 58 patients with pathologically confirmed bladder cancers underwent pretreatment T2*-weighted imaging and DWI on a 3-T MRI unit. The apparent transverse relaxation rate R2*, which is derived from T2*-weighted imaging, and ADC, which is derived from DWI, were calculated and compared between low- and high-grade bladder cancers as well as between non-muscle-invasive bladder cancers (NMIBCs) and muscle-invasive bladder cancers (MIBCs) using the Mann-Whitney U test. The diagnostic performances of R2*, ADC, and the combination of R2* and ADC were evaluated through an ROC analysis. RESULTS. Significant differences were found in R2* (mean ± SD, 16.55 ± 5.54 vs 20.96 ± 7.75 s-1; p = 0.001) and ADC (1.62 ± 0.31 vs 1.33 ± 0.21 × 10-3 mm2/s; p < 0.001) between lowand high-grade bladder cancers. R2* was significantly higher (22.56 ± 8.41 vs 18.06 ± 6.46 s-1; p = 0.008) and ADC was considerably lower (1.21 ± 0.18 vs 1.53 ± 0.27 × 10-3 mm2/s; p < 0.001) in MIBCs than in NMIBCs. The AUCs for differentiating low-from high-grade groups were 0.714 using R2* and 0.779 using ADC. AUCs for distinguishing between NMIBC and MIBC groups using R2* and ADC were 0.682 and 0.850, respectively. CONCLUSION. In addition to ADC, R2* can be used as a quantitative imaging biomarker to provide additional information for tumor characterization of bladder cancer. The objective of our study was to compare the feasibility of R2* and apparent diffusion coefficient (ADC) for differentiating tumor grade and T category of bladder cancer. In this prospective study, 58 patients with pathologically confirmed bladder cancers underwent pretreatment T2*-weighted imaging and DWI on a 3-T MRI unit. The apparent transverse relaxation rate R2*, which is derived from T2*-weighted imaging, and ADC, which is derived from DWI, were calculated and compared between low- and high-grade bladder cancers as well as between non-muscle-invasive bladder cancers (NMIBCs) and muscle-invasive bladder cancers (MIBCs) using the Mann-Whitney test. The diagnostic performances of R2*, ADC, and the combination of R2* and ADC were evaluated through an ROC analysis. Significant differences were found in R2* (mean ± SD, 16.55 ± 5.54 vs 20.96 ± 7.75 s ; = 0.001) and ADC (1.62 ± 0.31 vs 1.33 ± 0.21 × 10 mm /s; < 0.001) between lowand high-grade bladder cancers. R2* was significantly higher (22.56 ± 8.41 vs 18.06 ± 6.46 s ; 0.008) and ADC was considerably lower (1.21 ± 0.18 vs 1.53 ± 0.27 × 10 mm /s; < 0.001) in MIBCs than in NMIBCs. The AUCs for differentiating low-from high-grade groups were 0.714 using R2* and 0.779 using ADC. AUCs for distinguishing between NMIBC and MIBC groups using R2* and ADC were 0.682 and 0.850, respectively. In addition to ADC, R2* can be used as a quantitative imaging biomarker to provide additional information for tumor characterization of bladder cancer. |
Author | Shen, Yaqi Li, Zhen Feng, Cui Wang, Yanchun Hu, Xuemei Kamel, Ihab R. Hu, Daoyu |
Author_xml | – sequence: 1 givenname: Yanchun surname: Wang fullname: Wang, Yanchun organization: Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Ave, Qiaokou District, Wuhan 430030, China – sequence: 2 givenname: Yaqi surname: Shen fullname: Shen, Yaqi organization: Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Ave, Qiaokou District, Wuhan 430030, China – sequence: 3 givenname: Xuemei surname: Hu fullname: Hu, Xuemei organization: Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Ave, Qiaokou District, Wuhan 430030, China – sequence: 4 givenname: Zhen surname: Li fullname: Li, Zhen organization: Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Ave, Qiaokou District, Wuhan 430030, China – sequence: 5 givenname: Cui surname: Feng fullname: Feng, Cui organization: Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Ave, Qiaokou District, Wuhan 430030, China – sequence: 6 givenname: Daoyu surname: Hu fullname: Hu, Daoyu organization: Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Ave, Qiaokou District, Wuhan 430030, China – sequence: 7 givenname: Ihab R. surname: Kamel fullname: Kamel, Ihab R. organization: Department of Radiology, Johns Hopkins Hospital, Johns Hopkins University, Baltimore, MD |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/31670586$$D View this record in MEDLINE/PubMed |
BookMark | eNptkc1PGzEQxa0KVAL01jPysYdu8Ni7tvcYUsqHkJBQkHpbOd4xcrWxg7174L_HCZQD6mmkN783mpl3TA5CDEjId2BzzqE-X9w-zKGdc5BSfyEzaGpZCajhgMyYkFBpJv4ckeOc_zLGlG7VV3IkQCrWaDkjcbHdDt6a0cdAo6MPnJrQ06KahGGkv7xzU941lxGd89bvVB_oZR79ptjCE11Nm5joVTI97s0rujQjPsX0spt4MZi-x1S0YDGdkkNnhozf3usJefx9uVpeV3f3VzfLxV1lOZNjBaZGvgbVy0YaVfZmYNq1dM5pw3QjmBDa1lCj0K52qgFslFCtloJbixLFCfnxNneb4vOEeew2PlscBhMwTrnjApiCtpWioGfv6LTeYN9tUzksvXT_nlSAn2-ATTHnhO4DAdbtMuhKBh203T6DgvNPuPXj_sFjMn74v-kVEyWHvQ |
CitedBy_id | crossref_primary_10_1016_j_crad_2023_10_027 crossref_primary_10_1186_s43055_025_01432_1 crossref_primary_10_1002_nbm_5174 crossref_primary_10_3390_bioengineering10070745 crossref_primary_10_3390_life12101510 crossref_primary_10_1007_s00261_024_04758_y crossref_primary_10_1097_RLI_0000000000001099 crossref_primary_10_3389_fonc_2024_1277698 crossref_primary_10_1016_j_acra_2024_07_002 crossref_primary_10_3390_diagnostics14040442 crossref_primary_10_3748_wjg_v27_i12_1182 crossref_primary_10_3389_fonc_2021_704039 crossref_primary_10_1097_RCT_0000000000001688 crossref_primary_10_3389_fonc_2021_670156 crossref_primary_10_1002_cam4_5782 crossref_primary_10_1007_s00330_021_08203_2 crossref_primary_10_1002_jmri_27770 crossref_primary_10_3390_app12031278 crossref_primary_10_1016_j_urolonc_2024_02_008 crossref_primary_10_1186_s12880_023_01029_y crossref_primary_10_1007_s00261_024_04786_8 crossref_primary_10_1007_s00261_024_04788_6 crossref_primary_10_1007_s00261_021_03369_1 |
Cites_doi | 10.1016/j.mri.2014.12.002 10.1002/jmri.25041 10.1002/jmri.24148 10.2214/AJR.18.20718 10.1002/jmri.23891 10.1016/j.eururo.2004.04.008 10.1080/09553000903043059 10.1016/j.acra.2014.04.007 10.1016/j.mri.2009.12.010 10.1016/j.mric.2008.07.008 10.1007/s00330-013-2937-4 10.2214/AJR.10.6319 10.1053/srao.2001.18104 10.1016/j.eururo.2016.06.020 10.1007/s11255-004-8869-9 10.1080/09553000601002324 10.1016/j.eururo.2016.05.041 10.1097/MD.0000000000002951 10.1148/radiol.2492071681 10.1148/radiol.2483071280 10.2214/AJR.14.13802 10.2214/AJR.12.10348 10.1002/nbm.2804 10.1016/j.eururo.2018.04.029 10.1097/MOU.0b013e328356aecf 10.1002/nbm.1632 10.1007/s00330-014-3167-0 10.1148/radiol.2511080873 10.2214/AJR.17.17798 10.1007/s004280100400 10.2214/AJR.14.13147 |
ContentType | Journal Article |
DBID | AAYXX CITATION CGR CUY CVF ECM EIF NPM 7X8 |
DOI | 10.2214/AJR.19.21668 |
DatabaseName | CrossRef Medline MEDLINE MEDLINE (Ovid) MEDLINE MEDLINE PubMed MEDLINE - Academic |
DatabaseTitle | CrossRef MEDLINE Medline Complete MEDLINE with Full Text PubMed MEDLINE (Ovid) MEDLINE - Academic |
DatabaseTitleList | MEDLINE - Academic MEDLINE |
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 |
EISSN | 1546-3141 |
EndPage | 389 |
ExternalDocumentID | 31670586 10_2214_AJR_19_21668 |
Genre | Research Support, Non-U.S. Gov't Journal Article |
GroupedDBID | --- -DD .55 .GJ 1CY 1KJ 23M 2WC 34G 39C 3O- 53G 5GY 5RE AAEJM AAWTL AAYXX ABOCM ADBBV AENEX AFFNX AI. AJJEV ALMA_UNASSIGNED_HOLDINGS BAWUL C1A CITATION CS3 DIK E3Z EBS EJD F5P GX1 H13 J5H L7B LSO MJL P2P SJN TR2 TRR TWZ UDS VH1 W2D W8F WH7 WOQ X7M YJK YQI YQJ ZGI ZVN ZXP ACRZS CGR CUY CVF ECM EIF NPM PKN 7X8 |
ID | FETCH-LOGICAL-c206t-1a4e2b17d656a700701a9b6fff8a08530338c414e38f4f751e573798632cce6e3 |
ISSN | 0361-803X 1546-3141 |
IngestDate | Fri Jul 11 04:30:10 EDT 2025 Wed Feb 19 02:30:43 EST 2025 Tue Jul 01 01:22:34 EDT 2025 Thu Apr 24 23:10:27 EDT 2025 |
IsPeerReviewed | true |
IsScholarly | true |
Issue | 2 |
Keywords | T2-weighted imaging MRI bladder cancer DWI |
Language | English |
LinkModel | OpenURL |
MergedId | FETCHMERGED-LOGICAL-c206t-1a4e2b17d656a700701a9b6fff8a08530338c414e38f4f751e573798632cce6e3 |
Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 |
PMID | 31670586 |
PQID | 2310719963 |
PQPubID | 23479 |
PageCount | 7 |
ParticipantIDs | proquest_miscellaneous_2310719963 pubmed_primary_31670586 crossref_primary_10_2214_AJR_19_21668 crossref_citationtrail_10_2214_AJR_19_21668 |
ProviderPackageCode | CITATION AAYXX |
PublicationCentury | 2000 |
PublicationDate | 2020-02-00 |
PublicationDateYYYYMMDD | 2020-02-01 |
PublicationDate_xml | – month: 02 year: 2020 text: 2020-02-00 |
PublicationDecade | 2020 |
PublicationPlace | United States |
PublicationPlace_xml | – name: United States |
PublicationTitle | American journal of roentgenology (1976) |
PublicationTitleAlternate | AJR Am J Roentgenol |
PublicationYear | 2020 |
References | R21 R20 R23 R22 R25 R24 R27 R26 R29 R28 R1 R2 R3 R4 R5 R6 R7 R8 R9 R30 Avni R (R12) 2011; 24 R10 R31 R11 R14 R13 R16 R15 R18 R17 R19 |
References_xml | – ident: R13 doi: 10.1016/j.mri.2014.12.002 – ident: R25 doi: 10.1002/jmri.25041 – ident: R5 doi: 10.1002/jmri.24148 – ident: R8 doi: 10.2214/AJR.18.20718 – ident: R18 doi: 10.1002/jmri.23891 – ident: R9 doi: 10.1016/j.eururo.2004.04.008 – ident: R16 doi: 10.1080/09553000903043059 – ident: R24 doi: 10.1016/j.acra.2014.04.007 – ident: R14 doi: 10.1016/j.mri.2009.12.010 – ident: R27 doi: 10.1016/j.mric.2008.07.008 – ident: R19 doi: 10.1007/s00330-013-2937-4 – ident: R23 doi: 10.2214/AJR.10.6319 – ident: R15 doi: 10.1053/srao.2001.18104 – ident: R3 doi: 10.1016/j.eururo.2016.06.020 – ident: R10 doi: 10.1007/s11255-004-8869-9 – ident: R11 doi: 10.1080/09553000601002324 – ident: R2 doi: 10.1016/j.eururo.2016.05.041 – ident: R29 doi: 10.1097/MD.0000000000002951 – ident: R31 doi: 10.1148/radiol.2492071681 – ident: R17 doi: 10.1148/radiol.2483071280 – ident: R22 doi: 10.2214/AJR.14.13802 – ident: R7 doi: 10.2214/AJR.12.10348 – ident: R20 doi: 10.1002/nbm.2804 – ident: R4 doi: 10.1016/j.eururo.2018.04.029 – ident: R1 doi: 10.1097/MOU.0b013e328356aecf – volume: 24 start-page: 569 year: 2011 ident: R12 publication-title: NMR Biomed doi: 10.1002/nbm.1632 – ident: R21 doi: 10.1007/s00330-014-3167-0 – ident: R30 doi: 10.1148/radiol.2511080873 – ident: R6 doi: 10.2214/AJR.17.17798 – ident: R26 doi: 10.1007/s004280100400 – ident: R28 doi: 10.2214/AJR.14.13147 |
SSID | ssj0007897 |
Score | 2.3873081 |
Snippet | The objective of our study was to compare the feasibility of R2* and apparent diffusion coefficient (ADC) for differentiating tumor grade and T category of... OBJECTIVE. The objective of our study was to compare the feasibility of R2* and apparent diffusion coefficient (ADC) for differentiating tumor grade and T... |
SourceID | proquest pubmed crossref |
SourceType | Aggregation Database Index Database Enrichment Source |
StartPage | 383 |
SubjectTerms | Adult Aged Aged, 80 and over Diffusion Magnetic Resonance Imaging - methods Female Humans Male Middle Aged Neoplasm Grading Neoplasm Staging Prospective Studies Urinary Bladder Neoplasms - diagnostic imaging Urinary Bladder Neoplasms - pathology Urinary Bladder Neoplasms - surgery |
Title | Application of R2 and Apparent Diffusion Coefficient in Estimating Tumor Grade and T Category of Bladder Cancer |
URI | https://www.ncbi.nlm.nih.gov/pubmed/31670586 https://www.proquest.com/docview/2310719963 |
Volume | 214 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1Lb9QwELaWIiEuiDflJSPBaZUldhInORZaKIVyKKnYcom8iU1XahMImws_ht_KjO1406qVChdrNYodZeezZ8b2fEPIy7quwa5qHcQ5NlqFgQQ7HEiIVYTIlAwF5jvvfxa7h_HePJlPJn9Gt5b61WJW_b4wr-R_tAoy0Ctmyf6DZv2gIIDfoF9oQcPQXknHW-vTZ0Mqws1RAEil4VzaXmrd424YzHplqCJQumymOzCv0VNtvk-L_rTtpu87WdtzhAJzAk3aCo745gQXpg5kgI1u7Mj6k54R9UTXwvhI-mponZABCryQ0VbDV7c3fQSjHfcelV9cgsiR_Llcowwl816dKi_7ZC4efDt2yWtuqwLi0tBf-xhStBiYRFMAGIyPW3FjAYbAsl8NSzK3iaUOe3y0wEa27I2z1ZEtP3TeDHDoj3QUewczls84E7Zyz1m27XNW0N9NhKgI-5fQu2R5aXpfI9c5hCG48G9_-OgtfZqZ4j3-s2xiBfZ-PX73WZfnkjjG-DPFbXLLBSJ0y6LqDpmo5i65se-uWtwj7QhctNX0gFPABx3ART246AhcdNnQNbioARc14DKdCzqAC0d04KIWXPfJ4bud4u1u4KpzBBUPxSpgMlZ8wdIaIgKZIm0Uk_lCaK0zCX48uEZRVsUsVlGmY50mTCVplOaZiHhVKaGiB2SjaRv1iFABRkKmEFjIOIlZGMq6yjWLNTivla5FtEmmwx9YVo66HiuonJQXKWuTvPJP_7CULZc892LQRQlrKh6UyUa1_a8SY54Ur-fDmx9aJfmRkDkiTDLx-IpveUJurqfCU7Kx6nr1DPzY1eK5AdNfrfKY-Q |
linkProvider | Flying Publisher |
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=Application+of+R2+and+Apparent+Diffusion+Coefficient+in+Estimating+Tumor+Grade+and+T+Category+of+Bladder+Cancer&rft.jtitle=American+journal+of+roentgenology+%281976%29&rft.au=Wang%2C+Yanchun&rft.au=Shen%2C+Yaqi&rft.au=Hu%2C+Xuemei&rft.au=Li%2C+Zhen&rft.date=2020-02-01&rft.issn=0361-803X&rft.eissn=1546-3141&rft.volume=214&rft.issue=2&rft.spage=383&rft.epage=389&rft_id=info:doi/10.2214%2FAJR.19.21668&rft.externalDBID=n%2Fa&rft.externalDocID=10_2214_AJR_19_21668 |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0361-803X&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0361-803X&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0361-803X&client=summon |