| Literature DB >> 26300994 |
Imran Nawaz1,2, Khalid Moumad3,4, Debora Martorelli5, Moulay Mustapha Ennaji6, Xiaoying Zhou1,7, Zhe Zhang7, Riccardo Dolcetti5, Meriem Khyatti4, Ingemar Ernberg1, Li-Fu Hu1.
Abstract
BACKGROUND: Silencing of tumor suppressor genes (TSGs) or activation of oncogenes by, e.g., aberrant promoter methylation, may be early events during carcinogenesis. The methylation status of such genes can be used for early detection of cancer. We are pursuing this approach in our efforts to develop markers for early detection and follow-up of nasopharyngeal carcinoma (NPC). We set out to develop this approach to allow identification of NPC from Morocco and then also compared with NPC samples from different geographical locations and different ethnicity with different NPC incidences, Epstein-Barr virus (EBV) prevalence, and environments.Entities:
Keywords: Biomarker; Bisulfite conversion; DNA methylation; Early diagnosis; MMSP; Morocco; NPC; Screening; TSGs
Year: 2015 PMID: 26300994 PMCID: PMC4546349 DOI: 10.1186/s13148-015-0119-8
Source DB: PubMed Journal: Clin Epigenetics ISSN: 1868-7075 Impact factor: 6.551
Sensitivity and specificity of markers in DNAs from NPC samples (n = 44) and non-cancerous controls (n = 18) from Morocco using MSP
| Marker gene | Sensitivity %a | Specificity %b |
|---|---|---|
|
| 82 (36/44) | 94 (17/18) |
| U- | 59 (26/44) | 94 (17/18) |
| M- | 66 (29/44) | 94 (17/18) |
| M- | 25 (11/44) | 72 (13/18) |
| M- | 50 (22/44) | 100 (18/18) |
| M- | 45 (20/44) | 100 (18/18) |
| M- | 69 (11/16) | 80 (4/5) |
| M- | 40 (16/40) | 67 (4/6) |
| M- | 47 (17/36) | 75 (6/8) |
| M- | 100 (10/10) | 25 (2/8) |
| M- | 0 (0/4) | 100 (3/3) |
| M- | 57 (4/7) | 67 (6/9) |
aSensitivity = number of positive cases in NPC patients/total number of NPC cases tested
bSpecificity = (total number of tested non-cancerous controls − number of positive cases in tested non-cancerous controls)/total number of tested non-cancerous controls
Comparison of sensitivity and specificity of DAPK and combination of ITGA9 and P16 (where either or both of them were methylated) on NPC samples (n = 44) and non-cancerous controls (n = 18) from Morocco
| Marker gene | Sensitivity | Specificity |
|---|---|---|
| M- | 25 % (11/44) | 72 % (13/18) |
| M- | 70 % (31/44) | 100 % (18/18) |
Fig. 1MMSP assay applied to DNAs from NPC tissue and non-cancerous control from Morocco. A mixture of cell line DNA from CNE1 and Namalwa was used as a positive control (see the “Methods” section) as follows: P1: 40 ng CNE1 and Namalwa DNA in 1:2 ratio; P2: 5 ng CNE1 and Namalwa DNA in 1:2 ratio. Water was used as a blank control. T NPC tissue, N non-cancerous controls
Sensitivity and specificity of markers in EBNA1 positive NPC samples (n = 36) and non-cancerous controls (n = 18) from Morocco using modified MMSP assay
| Marker gene | Sensitivity %(positive cases/total) | Specificity % (total cases − positive cases/total control cases) |
|---|---|---|
| U- | 72 (26/36) | 94 (17/18) |
| M- | 56 (20/36) | 100 (18/18) |
| M- | 78 (28/36) | 94 (17/18) |
| M- | 50 (18/36) | 100 (18/18) |
Different combinations of modified MMSP markers observed in NPC samples selected on the basis that they were EBV (EBNA1)-positive (n = 36) and non-cancerous controls (n = 18) from Morocco
| Marker genes/combinations | 1 | 2 | 3 | 4 | 5 | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
|
| + | + | + | + | + | + | + | + | + | + | + |
| U- | - | + | - | + | + | - | - | + | + | - | + |
| M- | - | - | - | + | - | + | - | + | - | + | + |
| M- | - | - | - | - | + | + | + | + | + | + | + |
| M- | - | - | + | - | - | - | + | - | + | + | + |
| NPC samples ( | 1 | 4 | 1 | 2 | 3 | 2 | 2 | 6 | 5 | 4 | 6 |
| Control ( | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
| EBNA1 + at least 3 methylation markers | Sn: 58 % (21/36) | ||||||||||
| Sp: 100 % (18/18) | |||||||||||
| EBNA1 + at least 2 methylation markers | Sn: 83 % (30/36) | ||||||||||
| Sp: 94 % (17/18) | |||||||||||
| EBNA1 + at least 1 methylation marker | Sn: 97 % (35/36) | ||||||||||
| Sp: 94 % (17/18) | |||||||||||
Comparison of sensitivity and specificity of previous and modified MMSP markers on DNAs from NPC and control samples from Morocco, Italy, and China using at least any one viral or cellular marker (irrespective of EBNA1 status)
| Origin | DNA source | Previous panel of markers | Modified panel of markers | ||
|---|---|---|---|---|---|
| Sensitivity | Specificity | Sensitivity | Specificity | ||
| Morocco | Tumor | 84 % (37/44) | 67 % (12/18) | 89 % (39/44) | 94 % (17/18) |
| Italy | Tumor | 93 % (14/15) | NA | ||
| Serum | 91 % (10/11) | 50 % (4/8) | |||
| China | Tumor | 100 % (5/5) | 50 % (1/2) | ||
| Serum | 80 % (4/5) | NA | |||
| Total | Tumor | 84 % (37/44) | 67 % (12/18) | 91 % (58/64) | 90 % (18/20) |
| Serum | 88 % (14/16) | 50 % (4/8) | |||
NA not applicable
Fig. 2MMSP assay applied to DNAs from matched NPC tissue and serum from China. A mixture of cell line DNA from CNE1 and Namalwa was used as a positive control as follows: P1: 40 ng CNE1 and Namalwa DNA in 1:2 ratio; P2: 10 ng CNE1 and Namalwa DNA in 1:2 ratio; P3: 5 ng CNE1 and Namalwa DNA in 1:2 ratio. Water was used as a blank control. T NPC tissue, S serum
Fig. 3MMSP assay applied to DNAs from matched NPC tissue, serum, and non-cancerous serum from Italy. A mixture of cell line DNA from CNE1 and Namalwa was used as a positive control as follows: P1: 40 ng CNE1 and Namalwa DNA in 1:2 ratio; P2: 5 ng CNE1 and Namalwa DNA in 1:2 ratio. Water was used as a blank control. T NPC tissue, S serum, NS non-cancerous serum
Sequence of MSP primers used in the study
| Marker | Primer sequence (5′–3′) | Size (bp) | Refs | |
|---|---|---|---|---|
|
| F | AAGAGGTTTAGGAGTTTTAGTAGTTAGTTAT | 130 | a |
| R | CACCTTCTTAATAATATTCAAAATAATC | 130 | ||
| U- | F | GGGGGGATTTGTTTTTTTAATATAAATATAT | 145 | a |
| R | TAAAATATAAACCCAAAAAAATTTACA | 145 | ||
| M- | F | GTTGTTGGTTCGGAGATTATATTTC | 230 | a |
| R | AAAACAACCCGAATAAAAAACG | 230 | ||
| M- | F | GGGTTTTGCGAGAGCGCG | 169 | [ |
| R | GCTAACAAACGCGAACCG | 169 | ||
| M- | F | CGAGTATTCGTTTACGGC | 106 | a |
| R | CTTCCTCCGATACTAACG | 106 | ||
| M- | F | GGATAGTCGGATCGAGTTAACGTC | 98 | [ |
| R | CCCTCCCAAACGCCGA | 98 | ||
| M- | F |
| 213 | a |
| R |
| 213 | ||
| M- | F | TTAGGTGGTTTTTTTTGATTTTAAT | 192 | a |
| R | AAATTATCAAAACCCTTTTTCTAAACCAA | 192 | ||
| M- | F | GTAGTTCGGCGTCGTTTTAC | 123 | [ |
| R | CGAAACCGTCTATCGATACG | 123 | ||
| M- | F | GGGGAGCGGGTTAGTCGTC | 140 | [ |
| R | GAACCCGCAAACTCGTAACGTC | 140 | ||
| M- | F | GGGCGTTTTATTGGGCGTATC | 198 | a |
| R |
| 198 | ||
| M- | F | ATTTTAGTTTTAGGGTGCGGTC | 233 | a |
| R | AACTCCAATCGAAAATAACGTC | 233 | ||
| M- | F | TCGAGGTTGGCGATCGCG | 171 | [ |
| R | CGCAAACTCGCTCCGACCG | 171 |
aPrimers designed in our lab using MethPrimer