A novel logistic model based on clinicopathological features predicts microsatellite instability in colorectal carcinomas

被引:12
|
作者
Colomer, A
Erill, N
Vidal, A
Calvo, M
Roman, R
Verdú, M
Cordon-Cardo, C
Puig, X
机构
[1] Mem Sloan Kettering Canc Ctr, Div Mol Pathol, New York, NY 10021 USA
[2] BIOPAT, Grp Assistencia, Barcelona, Spain
[3] HISTOPAT Laboratoris, Barcelona, Spain
[4] Univ Barcelona, Dept Stat, Barcelona, Spain
关键词
hereditary nonpolyposis colorectal cancer; sporadic colorectal cancer; microsatellite instability; DNA replication errors; logistic model;
D O I
10.1097/01.pas.0000177800.65959.48
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
High-frequency microsatellite instability has been reported to be associated with good prognosis in colorectal adenocarcinoma. However, methods to assess microsatellite instability (MIN) are based on genetic assays and are not ideally suited to most histopathology laboratories. The aim of the present study was to develop a model for prediction of MIN status in colorectal cancer based on phenotypic characteristics. Clinicopathological features of a cohort of 204 patients with primary colon cancer were retrospectively reviewed following predetermined criteria. Genetic assessment of MIN status was performed on DNA extracted from sections of formalin-fixed, paraffinembedded specimens by testing a panel of 11 microsatellite markers. Logistic regression analysis generated a mathematical tool capable of identifying colorectal tumors displaying MIN status with a sensitivity of 77.8% and a specificity of 96.8%. Features associated with instability included the proximal location of the lesions, occurrence of solid and/or mucinous differentiation, absence of cribriform struclures, presence of peritumoral Crohn-like reaction, expansive growth pattern, high Ki67 proliferative index, and p53-negative phenotype. This approach predicts microsatellite instability in colorectal carcinoma with an overall assigned accuracy of 95.1% and a negative predictive value of 97.8%. Implementation of this tool to routine histopathological studies could improve the management of patients with colorectal cancer, especially those presenting with stage II and III of the disease. It will also assist in identifying a subset of patients likely to benefit from adjuvant chemotherapy.
引用
收藏
页码:213 / 223
页数:11
相关论文
共 50 条
  • [41] Radiomics features based on internal and marginal areas of the tumor for the preoperative prediction of microsatellite instability status in colorectal cancer
    Ma, Yi
    Lin, Changsong
    Liu, Song
    Wei, Ying
    Ji, Changfeng
    Shi, Feng
    Lin, Fan
    Zhou, Zhengyang
    FRONTIERS IN ONCOLOGY, 2022, 12
  • [42] Identification of MARCKS, FLJ11383 and TAF1B as putative novel target genes in colorectal carcinomas with microsatellite instability
    Kim, NG
    Rhee, H
    Li, LS
    Kim, H
    Lee, JS
    Kim, JH
    Kim, H
    ONCOGENE, 2002, 21 (33) : 5081 - 5087
  • [43] Identification of MARCKS, FLJ11383 and TAF1B as putative novel target genes in colorectal carcinomas with microsatellite instability
    Nam-Gyun Kim
    Hwanseok Rhee
    Long Shan Li
    Hyunki Kim
    Jin-Sung Lee
    Joo-Hang Kim
    Nam Kyu Kim
    Hoguen Kim
    Oncogene, 2002, 21 : 5081 - 5087
  • [44] Clinicopathological characteristics of colorectal cancer with family history: an evaluation of family history as a predictive factor for microsatellite instability
    Park, In Ja
    Kim, Hee Cheol
    Yoon, Yong Sik
    Yu, Chang Sik
    Jang, Se Jin
    Kim, Jin Cheon
    JOURNAL OF KOREAN MEDICAL SCIENCE, 2007, 22 : S91 - S97
  • [45] Novel Biocartis Idylla™ cartridge-based assay for detection of microsatellite instability in colorectal cancer tissues
    Mindiola-Romero, Andres E.
    Green, Donald C.
    Al-Turkmani, M. Rabie
    Godwin, Kelley N.
    Mackay, Anna C.
    Tafe, Laura J.
    Ren, Bing
    Tsongalis, Gregory J.
    EXPERIMENTAL AND MOLECULAR PATHOLOGY, 2020, 116
  • [46] Clinicopathological characteristics of high microsatellite instability/mismatch repair-deficient colorectal cancer: A narrative review
    Mei, Wei-Jian
    Mi, Mi
    Qian, Jing
    Xiao, Nan
    Yuan, Ying
    Ding, Pei-Rong
    FRONTIERS IN IMMUNOLOGY, 2022, 13
  • [47] Colorectal carcinomas with high microsatellite instability: Defining a distinct immunologic and molecular entity with respect to prognostic markers
    Edmonston, TB
    Cuesta, KH
    Burkholder, S
    Barusevicius, A
    Rose, D
    Kovatich, AJ
    Boman, B
    Fry, R
    Fishel, R
    Palazzo, JP
    HUMAN PATHOLOGY, 2000, 31 (12) : 1506 - 1514
  • [48] Alterations of the K-ras and p53 genes and microsatellite instability in sporadic colorectal carcinomas
    Hasegawa, A
    Fukushima, T
    Mashiko, M
    Nakano, K
    Suzuki, S
    Endo, Y
    Ohki, S
    Hatakeyama, Y
    Koyama, Y
    Inoue, N
    Takebayashi, Y
    Sekikawa, K
    Takenoshita, SI
    ANTICANCER RESEARCH, 2004, 24 (3B) : 2047 - 2052
  • [49] Clinicopathological features and phenotypic classification of de novo-type colorectal carcinomas differ from those of colorectal carcinomas derived from flat adenomas
    Koga, Yutaka
    Hirahashi, Minako
    Ohishi, Yoshihiro
    Oda, Yoshinao
    PATHOLOGY INTERNATIONAL, 2019, 69 (06) : 331 - 340
  • [50] Prediction of Microsatellite Instability in Colorectal Cancer Using a Machine Learning Model Based on PET/CT Radiomics
    Kim, Soyoung
    Lee, Jae-Hoon
    Park, Eun Jung
    Lee, Hye Sun
    Baik, Seung Hyuk
    Jeon, Tae Joo
    Lee, Kang Young
    Ryu, Young Hoon
    Kang, Jeonghyun
    YONSEI MEDICAL JOURNAL, 2023, 64 (05) : 320 - 326