Table 1.
Gene /panel | Material | Cancer samples | Stage | Effect of methylation | Survival / Response | Method | Ref |
---|---|---|---|---|---|---|---|
APC1A, CDKN2A, RASSF1A | Tissue | 111 | I-IV | Poor survival | *RR = 2.20, P = .037 | Pyrosequencing | [174] |
AGBL4, FLI1, TWIST1 | Plasma | 353 | I-IV | Poor DFS | HR= 2.00, P = .001 | MALDI-TOF | [175] |
*HR = 0.495, P = .495 | |||||||
CDKN2A | Tissue | 902 | I-IV | Poor OS | HR = 1.36, P = .004 | qMSP | [176] |
*HR = 1.03, P = .78 | |||||||
CDKN2A | Tissue | 111 | I-IV | Poor survival | P = .036 | Pyrosequencing | [174] |
*P = .065 | |||||||
CDKN2A, KRAS mut | Tissue | 86 | I-III | Poor OS | *HR = 3.0, P = .036 | MSP | [177] |
CDKN2A, NEUROG | Tissue | 497 (FOLFOX) | II-III | Worse OS | *HR = 2.89, P = .002 | qMSP | [178] |
CDX2 | Tissue | 72 | I-IV | Poor OS | *HR = 3.02, P = .030 | MSP | [179] |
CIMP | Tissue | 1035 | I-IV | Poor OS | *HR = 1.89, P < .001 | qMSP | [39] |
Poor TTR | *HR = 1.86, P < .001 | ||||||
CIMP | Tissue | 206 | I-IV | Poor OS | P = .029 | qMSP | [33] |
*CIMP not included | |||||||
CIMP | Tissue | 734 | I-IV | Poor OS | P = .009, *P = .451 | qMSP | [34] |
Poor DFS | P = .008, *P = .337 | ||||||
CIMP | Tissue | 190 (cohort 1) | I-IV | Poor CSS | *HR = 1.84, P > .05 | qMSP | [35] |
574 (cohort 2) | *HR = 1.10, P > .05 | ||||||
CIMP | Tissue | 272 (MSS) | I-IV | Poor relative survival | *HR = 2.90, P = .001 | MSP | [36] |
CIMP | Tissue | 649 | I-IV | Improved CSS | *HR = 0.44, P < .05 | qMSP | [32] |
CIMP | Tissue | 24 (CIMP+) | II-III | 5-FU improved survival | P = .022 | qMSP | [40] |
100 (CIMP−) | 5-FU no survival benefit | P = .988 | |||||
CIMP | Tissue | 67 (CIMP+) | III | 5-FU improved survival | P = .002 | MSP | [41] |
140 (CIMP−) | 5-FU no survival benefit | P = .60 | |||||
CIMP | Tissue | 615 | III | Poor OS | HR = 1.36, P = .044 | qMSP | [42] |
*P = .031 | |||||||
CIMP | Tissue | 145 (CIMP+) | III | IFL (vs 5-FU/LV) improved OS | HR = 0.62, P = .07 | qMSP | [42] |
470 (CIMP−) | IFL (vs FU/LV) worse OS | HR = 1.38, P = .049 | |||||
CIMP | Tissue | 12 (CIMP+) | II-III | 5-FU worse DFS | P = .023 | MSP | [46] |
38 (CIMP−) | 5-FU no survival benefit | P = .146 | |||||
CIMP/MLH1 | Tissue | 115 | II | Poor DFS | *HR = 3.16, P = .011 | qMSP | [180] |
Poor OS | *HR = 4.70, P = .002 | ||||||
CREB1 | Tissue | 33 (rectum) | II-III | Predictive of lower response to radiation | P = .031(histology) | qMSP | [181] |
DIRAS1 | Tissue | 146 | I-IV | Poor OS | P = .012 | MSP | [182] |
FOXE1 | Tissue | 396 | I-IV | Poor OS | P = .008 | Illumina HM450 | [183] |
HLTF | Serum | 103 | IV | Poor OS | *HR = 1.8, P = .04 | qMSP | [49] |
HLTF | Serum | 77 | I-IV | Poor OS | RR = 3.0, P = .008 | qMSP | [184] |
HOPX | Tissue | 170 | III | Poor DSS | *HR = 1.40, P = .035 | qMSP | [185] |
HPP1 | Plasma | 467 | IV | Poor OS | HR = 1.86, P < .05 | qMSP | [48] |
HPP1 | Plasma (after therapy initiated) | 467 | IV | Predictive of non-responders to bevacizumab comb therapy | AUC = 0.77, NPV = 97.7 (RECIST) | qMSP | [48] |
HPP1 | Serum | 103 | IV | Poor OS | *HR = 1.6, P < .05 | qMSP | [49] |
HPP1 | Serum | 77 | I-IV | Poor OS | RR = 5.1, P = .001 | qMSP | [184] |
HPP1, HLTF | Serum | 77 | I-IV | Poor OS | *RR = 3.4, P = .007 | qMSP | [184] |
IGFBP3 | Tissue | 34 (training) | II | Improved RFS | *HR = 6.46, P = .012 | qMSP | [186] |
81 (validation) | *HR = 2.40, P = .029 | ||||||
IGFBP3 | Tissue | 425 | II-III | Improved DFS | *HR = 0.49, P < .01 | Pyrosequencing | [47] |
IGFBP3 | Tissue | 89 (methylated) | II-III | Chemotherapy no survival benefit | P = .20 | Pyrosequencing | [47] |
157 (unmethylated) | Chemotherapy survival benefit | P = .040 | |||||
KISS1 | Tissue | 100 (validation 1) | I-III | Poor DSS and OS | P = .034 (DSS), P = .015 (OS) | MSP, BGS | [187] |
190 (validation 2) | P = .030 (DSS) | ||||||
MGMT | Plasma | 49 (TMZ) | IV | Improved PFS | P = .008 | MethylBEAMing | [53] |
MGMT | Tissue | 68 | IV | Improved response to dacarbazine | DCR = 44% (methylated), DCR = 6% (unmethylated), P = .012 | MSP | [188] |
MGMT | Tissue | 61 (training) | IV | Improved response to alkylating agents | PPV = 0.67, NPV = 0.89 (RECIST) | MethylBEAMing | [53] |
21 (validation) | PPV = 0.5, NPV = 0.67 (RECIST) | ||||||
MGMT | Tissue | 111 | I-IV | Improved survival | *RR = .36, P = .023 | Pyrosequencing | [174] |
MLH1 | Tissue | 195 | I-IV | Improved OS | *HR = .56, P = .01 | MS-MLPA | [189] |
PCDH10, SPARC, UCHL1 | Tissue | 71 (5-FU/LV) | II | Poor DFS and OS | P = .069 (DFS), P = .139 (OS) | qMSP | [190] |
72 (surveillance) | Improved DFS and OS | P = .031 (DFS), P = .003 (OS) | |||||
RARb2 | Tissue | 73 | I-IV | Poor OS | P = .026 | MSP | [191] |
RET | Tissue | 233 (series 1) | II | Poor OS | *HR = 2.46, P < .05 | MSP, pyrosequencing | [192] |
231 (series 2) | *HR = 1.13, P > .05 | ||||||
294 (series 3) | *HR = 1.91, P < .05 | ||||||
SEPT9 | Serum (after 1y follow-up) | 137 | II-III | Poor CSS | *HR = 2.69, P < .05 | qMSP | [193] |
SFRP2 | Tissue | 77 | I-IV | Poor OS | *HR = 5.15, P = .041 | MSP | [194] |
SHISA3 | Tissue | 120 (OS) | I-IV | Poor OS | *HR = 2.9, P = .002 | Pyrosequencing | [195] |
83 (DFS) | II-III | Poor DFS | *HR = 4.0, P = .003 | ||||
SLFN11 | Tissue | 128 | T1-T4/N0-N2 | Poor OS | *HR = 0.44, P = .022 | MSP | [196] |
Poor RFS | *HR = 0.44, P = .023 | ||||||
SYK | Tissue | 139 | I-IV | Poor OS | *HR = 1.77, P = .001 | MSP | [197] |
SYNPO2 | Tissue | 31 (training) | I-IV | Poor DSS and OS | P = 0.132 (DSS) | MSP, BGS | [198] |
100 (validation 1) | II | P = .046 (DSS), P = .031 (OS) | |||||
48 (validation 2) | II-III | P = .012 (DSS), P = .009 (OS) | |||||
TAC1 | Serum (after 6 months follow-up) | 144 | II-III | Poor CSS | *HR = 4.12, P ≤ .001 | qMSP | [193] |
Poor DFS | *HR = 5.72, P < .001 | ||||||
TFAP2E | Tissue | 74 (cohort I) | IV | Lower response to 5-FU | P < .001 (RECIST) | qMSP | [51] |
36 (cohort II) | IV | P < .001 (RECIST) | |||||
42 (cohort III) | P < .001 (histology) | ||||||
68 (cohort IV) | P < .001 (histology) | ||||||
TFAP2E | Tissue | 193 | I-III | Improved OS | *HR = 2.24, P = .025 | MS-HRM | [199] |
Improved RFS | *HR = 2.44, P = .025 | ||||||
TFAP2E | Tissue | 154 (chemotherapy) | II-III | Improved OS | *HR = 2.55, P = .017 | MS-HRM | [199] |
Improved RFS | *HR = 2.36, P = .032 | ||||||
WNT5A | Tissue | 126 (treated with 5-FU) | I-IV | Improved PFS | P < .005 | MSP | [52] |
WRN | Tissue | 88 (treated with irinotecan) | NA | Improved OS | P < .001 | MSP | [200] |
Abbreviations: BGS, bisulfite genomic sequencing; COBRA, combined bisulfite restriction analysis; DCR, disease control rate (= partial response+ stable disease); DFS, disease free survival; DSS, disease specific survival; HR, hazard ratio; MSP, methylation specific PCR; MSS, microsatellite stable; NA, not available; NPV. Negative predictive value; OS, overall survival; PFS, progression free survival; PPV, positive predictive value; qMSP, quantitative methylation specific PCR; RECIST, response evaluation criteria in solid tumors; RFS, recurrence/relapse-free survival; RR, relative risk; TTR, time to recurrence.
Multivariate.