| Literature DB >> 29329588 |
Yuko Takehara1, Takeshi Nagasaka2, Akihiro Nyuya3, Tomoko Haruma4, Junko Haraga4, Yoshiko Mori1, Keiichiro Nakamura4, Toshiyoshi Fujiwara1, C Richard Boland5, Ajay Goel6.
Abstract
BACKGROUND: To screen tumors with microsatellite instability (MSI) arising due to DNA mismatch repair deficiency (dMMR), a panel of five quasi-monomorphic mononucleotide-repeat markers amplified in a multiplex PCR (Pentaplex) are commonly used. In spite of its several strengths, the pentaplex assay is not robust at detecting the loss of MSH6-deficiency (dMSH6). In order to overcome this challenge, we designed this study to develop and optimize a panel of four quasi-monomorphic mononucleotide-repeat markers (Tetraplex) for identifying solid tumors with dMMR, especially dMSH6.Entities:
Keywords: Colorectal cancer; DNA mismatch repair; Endometrial cancer; Hypermutated tumors; Microsatellite instability
Mesh:
Substances:
Year: 2018 PMID: 29329588 PMCID: PMC5767035 DOI: 10.1186/s12967-017-1376-4
Source DB: PubMed Journal: J Transl Med ISSN: 1479-5876 Impact factor: 5.531
Fig. 1Frequency of allele-size distribution (in base pairs) for the four individual markers in the test set. Allele-size distribution from 212 pMMR tumors and their corresponding normal mucosa, 45 dMLH1, 45 dMSH2, and 15 dMSH6 tumors. For each marker, gray shading indicates the adjusted QMVR
Performance characteristics of each MSI marker for the identification of MMR-deficient CRCs in the test set (317 CRCs)
| Marker | References | Sensitivity% (95% CI) | Specificity% (95% CI) for pMMR | PPV% (95% CI) for dMMR | NPV% (95% CI) for pMMR | |
|---|---|---|---|---|---|---|
| CAT25 | QMVR | for dMMR (n = 105) | 94.3 (88.1–97.4) | 100.0 (98.2–100) | 100 (96.3–100) | 97.3 (94.1–98.7) |
| dMLH1 (n = 45) | 93.3 (82.1–97.7) | |||||
| dMSH2 (n = 45) | 100 (92.1–100) | |||||
| dMSH6 (n = 15) | 80.0 (54.8–93.0) | |||||
| NR21 | QMVR | for dMMR (n = 105) | 91.4 (84.5–95.4) | 99.5 (97.4–99.9) | 99.0 (94.3–99.8) | 95.9 (92.4–97.8) |
| dMLH1 (n = 45) | 95.6 (85.2–98.8) | |||||
| dMSH2 (n = 45) | 97.8 (88.4–99.6) | |||||
| dMSH6 (n = 15) | 60.0 (35.7–80.2) | |||||
| NR27 | QMVR | for dMMR (n = 105) | 94.3 (88.1–97.4) | 97.6 (94.6–99.0) | 95.2 (89.2–97.9) | 97.2 (94.0–98.7) |
| dMLH1 (n = 45) | 95.6 (85.2–98.8) | |||||
| dMSH2 (n = 45) | 100 (92.1–100) | |||||
| dMSH6 (n = 15) | 73.3 (48.0–89.1) | |||||
| BAT26 | QMVR | for dMMR (n = 105) | 95.2 (89.3–97.9) | 98.1 (95.2–99.3) | 96.2 (90.5–98.5) | 97.7 (94.6–99.0) |
| dMLH1 (n = 45) | 97.8 (88.4–99.6) | |||||
| dMSH2 (n = 45) | 100 (92.1–100) | |||||
| dMSH6 (n = 15) | 73.3 (48.0–89.1) | |||||
PPV positive predictive value, NPV negative predictive value
Performance characteristics of Tetraplex system with reference to QMVR for identification of MMR-deficient CRCs in the test set
| No. of markers displaying allelic variation | The Tetraplex marker panel | |||
|---|---|---|---|---|
| Sensitivity (%) | Specificity (%) | PPV (%) | NPV (%) | |
| 4 | 88.6 (81.1–93.3) | 100 (98.2–100) | 100 (96.0–100) | 94.6 (90.9–96.9) |
| 3 | 95.2 (89.3–97.9) | 100 (98.2–100) | 100 (96.3–100) | 97.7 (94.7–99.0) |
| 2 | 96.2 (90.6–98.5) | 100 (98.2–100) | 100 (96.4–100) | 98.1 (95.3–99.3) |
| 1 | 97.1 (91.9–99.0) | 95.3 (91.5–97.4) | 91.1 (84.3–95.1) | 98.6 (95.8–99.5) |
Results are expressed as percentages (%), with 95% confidence intervals in parentheses
PPV positive predictive value, NPV negative predictive value
Fig. 2The performance of the Tetraplex system in the test set. A colored circle denotes a positive for allelic variation (or MSI), and an empty circle indicates a negative for variation (or microsatellite stable) in this specific allele
Fig. 3Frequency of allele-size distribution (in base pairs) for the four individual markers in the validation set. Allele-size distribution from 97 pMMR ECs: 23 dMLH1, eight dMSH2, eight dMSH6, and two PMS2-deficient ECs. For each marker, gray shading indicates the adjusted QMVR
Performance characteristics of each MSI marker for the identification of MMR-deficient ECs in validation test set (n = 138)
| Marker | References | Sensitivity% (95% CI) | Specificity% (95% CI) for pMMR | PPV% (95%CI) for dMMR | NPV% (95% CI) for pMMR | |
|---|---|---|---|---|---|---|
| CAT25 | QMVR | for dMMR (n = 41) | 80.5 (66.0–89.8) | 100 (96.2–100) | 100 (89.6–100) | 92.4 (85.7–96.1) |
| dMLH1 (n = 23) | 82.6 (62.9–93.0) | |||||
| dMSH2 (n = 8) | 100 (67.5–100) | |||||
| dMSH6 (n = 8) | 50.0 (21.5–78.5) | |||||
| dPMS2 (n = 2) | 100 (34.2–100) | |||||
| NR21 | QMVR | for dMMR (n = 41) | 78.1 (63.3–88.0) | 99.0 (94.4–99.8) | 97.0 (84.7–99.5) | 91.4 (84.5–95.4) |
| dMLH1 (n = 23) | 69.6 (49.1–84.4) | |||||
| dMSH2 (n = 8) | 100 (67.5–100) | |||||
| dMSH6 (n = 8) | 62.5 (30.6–86.3) | |||||
| dPMS2 (n = 2) | 100 (34.2–100) | |||||
| NR27 | QMVR | for dMMR (n = 41) | 90.2 (77.5–96.1) | 99.0 (94.4–99.8) | 97.4 (86.5–99.5) | 96.0 (90.2–98.4) |
| dMLH1 (n = 23) | 95.7 (79.0–99.2) | |||||
| dMSH2 (n = 8) | 100 (67.5–100) | |||||
| dMSH6 (n = 8) | 62.5 (30.6–86.3) | |||||
| dPMS2 (n = 2) | 100 (34.2–100) | |||||
| BAT26 | QMVR | for dMMR (n = 39) | 87.8 (74.5–94.7) | 100 (96.2–100) | 100 (90.4–100) | 95.1 (89.0–97.9) |
| dMLH1 (n = 23) | 91.3 (73.2–97.6) | |||||
| dMSH2 (n = 8) | 100 (67.5–100) | |||||
| dMSH6 (n = 8) | 62.5 (30.6–86.3) | |||||
| dPMS2 (n = 2) | 100 (34.2–100) | |||||
PPV, positive predictive value, NPV negative predictive value
Performance characteristics of Tetraplex system with reference to QMVR for identification of MMR-deficient ECs in the validation set (n = 138)
| No. of markers displaying allelic variation | The Tetraplex marker panel | |||
|---|---|---|---|---|
| Sensitivity (%) | Specificity (%) | PPV (%) | NPV (%) | |
| 4 | 70.7 (55.5–82.4) | 100 (96.2–100) | 100 (88.3–100) | 89.0 (81.7–93.6) |
| 3 | 85.4 (71.6–93.1) | 100 (96.2–100) | 100 (90.1–100) | 94.2 (87.9–97.3) |
| 2 | 87.8 (74.5–94.7) | 100 (96.2–100) | 100 (90.4–100) | 95.1 (89.0–97.9) |
| 1 | 92.7 (80.6–97.5) | 97.9 (92.8–99.4) | 95.0 (83.5–98.6) | 96.9 (91.4–99.0) |
Results are expressed as percentages (%), with 95% confidence intervals in parentheses
PPV positive predictive value, NPV negative predictive value
Fig. 4The performance of the Tetraplex system on the validation set. A colored circle denotes a positive for allelic variation (or MSI), and an empty circle indicates a negative for variation (or microsatellite stable) in this specific allele