The 26-year-old midfielder, who has 12 senior caps, was tipped to make it into Roy Hodgson's squad for the friendly with Denmark earlier this month after embarking on a blistering run of form for his club.
However, he did not make it and that, he believes, has sealed the fate of his World Cup dreams despite the absence of Arsenal's Theo Walcott through injury.
Adam Johnson: "I think a lot of people saw me as almost a certainty [for the Denmark squad], but if you look at the last squad it was almost all top-eight [players] bar [Cardiff defender Steven] Caulker.
"I think that says a lot about the selection. I don't think it really matters how well you are playing - it's who you play for.
"If you look at the last 10 squads, Southampton have been playing well, they are in the top eight - and the rest are Everton, Tottenham, Man United, City, clubs like that.
"I came to Sunderland to play more, rather than thinking about England, but some games I wasn't even on the bench at City but I was still in the England squad.
"Now I'm playing more and I can't get a cap. It's just a fact - it's not me being sour.
"Some players, if they weren't playing for the big clubs, wouldn't be anywhere near it [the squad]."
NEWCASTLE UNITED 2013/14
PREMIER LEAGUE
FULHAM 1 NEWCASTLE 0
Krul, Yanga-Mbiwa, Williamson, Coloccini, Dummett, Sissoko, Tiote, Anita (81' Marveaux), Gouffran, de Jong (86' Armstrong), Cisse (71' Shola Ameobi).
Subs: Gosling, Haidara, S Taylor, Alnwick
HULL CITY 1 NEWCASTLE 4
Krul, Debuchy, Williamson, Yanga-Mbiwa, Dummett, Sissoko, Tiote, Anita, Gouffran, de Jong (90' Gosling), Remy
Subs: Cisse, Haidara, Marveaux, Shola Ameobi, S Taylor, Alnwick
NEWCASTLE 1 ASTON VILLA 0 (Remy)
Krul, Debuchy, Williamson, Coloccini, Dummett, Sissoko, Cheick Tiote (89' Gosling), Anita, Gouffran, Remy, Cisse (72' de Jong).
Subs: Yanga-Mbiwa, Haidara, Elliot, Shola Ameobi, S Taylor
NEWCASTLE 0 SPURS 4
Krul, Debuchy, Williamson, S Taylor, Santon (45' Dummett), Anita, Sissoko, Gouffran, de Jong (63' Ben Arfa), Sammy Ameobi (71' Marveaux), Cisse
Subs: Yanga-Mbiwa, Gosling, Elliot, Shola Ameobi
CHELSEA 3 NEWCASTLE 0
Krul, Debuchy (40' Yanga-Mbiwa), Williamson, S Taylor, Dummett, Anita (84' Marveaux), Santon, Ben Arfa (64' Gosling), Sissoko, Sammy Ameobi, de Jong.
Subs: Haidara, Elliot, Shola Ameobi, Armstrong
NEWCASTLE 0 SUNDERLAND 3
Krul, Debuchy, Williamson, S Taylor, Santon (64' Dummett), Anita (74' Marveaux), Tiote, Sissoko, Ben Arfa, Sammy Ameobi (45' de Jong), Shola Ameobi.
Subs: Yanga-Mbiwa, Haidara, Elliot, Armstrong
NORWICH 0 NEWCASTLE 0
Krul, Debuchy, Williamson, S Taylor, Santon, Anita, Tiote, Ben Arfa (75' Shola Ameobi), Sissoko, Sammy Ameobi (87' Haidara), Remy
Subs: Yanga-Mbiwa, Gosling, Elliot, Dummett, Armstrong
WEST HAM 1 NEWCASTLE 3 (Cabaye 2, Remy)
Krul, Yanga-Mbiwa, Williamson, S Taylor, Santon (74' Dummett), Tiote, Anita (60' Shola Ameobi), Sissoko, Cabaye, Gouffran, Remy (78' Ben Arfa)
Subs: Cisse, Haidara, Elliot, Obertan
NEWCASTLE 0 MAN CITY 2
Krul, Yanga-Mbiwa (82' Ben Arfa), Williamson, S Taylor, Santon, Anita (73' Cisse), Tiote, Sissoko, Cabaye, Gouffran (82' Haidara), Remy
Subs: Gosling, Elliot, Marveaux, Sammy Ameobi
WEST BROM 1 NEWCASTLE 0
Krul, Debuchy, Williamson, Coloccini (65' Yanga-Mbiwa), Santon, Cabaye, Tiote, Gouffran (45' Ben Arfa), Sissoko, Remy, Shola Ameobi (76' Haidara).
Subs: Anita, Cisse, Elliot, S Taylor
NEWCASTLE 0 ARSENAL 1
Krul, Debuchy, Williamson, Coloccini, Santon, Anita (74' Shola Ameobi), Tiote, Sissoko (79' Haidara), Cabaye, Gouffran (62' Ben Arfa), Remy
Subs: Cisse, Yanga-Mbiwa, Elliot, Sammy Ameobi
NEWCASTLE 5 STOKE CITY 1 (Remy 2, Gouffran, Cabaye, Cisse pen)
Krul, Debuchy, Williamson, Coloccini, Santon (61' Haidara), Anita (45' Shola Ameobi), Sissoko, Ben Arfa, Cabaye, Gouffran (72' Cisse), Remy
Subs: Yanga-Mbiwa, Elliot, Obertan, S Taylor
CRYSTAL PALACE 0 NEWCASTLE 3 (Cabaye, Gabbidon og, Ben Arfa pen)
Krul, Debuchy, Williamson, Coloccini, Santon, Anita, Tiote, Sissoko, Cabaye (79' Ben Arfa), Gouffran, Remy (75' Shola Ameobi).
Subs: Cisse, Yanga-Mbiwa, Haidara, Elliot, Obertan
NEWCASTLE 1 SOUTHAMPTON 1 (Gouffran)
Krul, Debuchy, Williamson, Coloccini, Santon (78' Haidara), Sissoko, Anita, Tiote, Gouffran (73' Ben Arfa), Shola Ameobi (61' Cisse), Remy
Subs: Yanga-Mbiwa, Elliot, Obertan, Sammy Ameobi
MAN UTD 0 NEWCASTLE 1 (Cabaye)
Krul, Debuchy (83' Yanga-Mbiwa), Williamson, Coloccini, Santon, Cabaye (78' Shola Ameobi), Tiote, Anita, Sissoko, Remy, Gouffran (57' Ben Arfa).
Subs: Cisse, Gutierrez, Elliot, Obertan
SWANSEA 3 NEWCASTLE 0
Krul, Debuchy, Williamson (77' Yanga-Mbiwa), Coloccini, Santon (56' Haidara), Sissoko, Tiote, Cabaye, Gouffran, Shola Ameobi (67' Obertan), Remy
Subs: Anita, Elliot, Sammy Ameobi, Dummett
NEWCASTLE 2 WBA 1 (Gouffran, Sissoko)
Krul, Debuchy, Williamson, Coloccini, Santon, Sissoko (90+5' Cisse), Tiote, Cabaye, Gouffran, Shola Ameobi, Remy (84' Anita)
Subs: Ben Arfa, Yanga-Mbiwa, Elliot, Obertan, Sammy Ameobi
NEWCASTLE 2 NORWICH CITY 1 (Remy, Gouffran)
Krul, Yanga-Mbiwa, Williamson, Coloccini, Santon, Sissoko, Tiote, Cabaye (68' Anita), Gouffran (83' Ben Arfa), Shola Ameobi (74' Cisse), Remy.
Subs: Haidara, Elliot, Obertan, Sammy Ameobi
TOTTENHAM 0 NEWCASTLE UTD 1 (Remy)
Krul, Debuchy, Williamson, Yanga-Mbiwa, Santon, Sissoko, Cabaye, Tiote, Gouffran (85' Obertan), Remy (75' Cisse), Shola Ameobi (60' Anita).
Subs: Coloccini, Ben Arfa, Elliot, Sammy Ameobi
NEWCASTLE UTD 2 CHELSEA 0 (Gouffran, Remy)
Krul, Debuchy, Williamson, Yanga-Mbiwa, Santon, Sissoko, Cabaye, Tiote (53' Anita), Gouffran (85' Obertan), Shola Ameobi (62' Cisse).
Subs: Ben Arfa, Elliot, Sammy Ameobi, Tavernier.
SUNDERLAND 2 NEWCASTLE 1 (Debuchy)
Krul, Debuchy, Williamson, Dummett, Santon, Sissoko (45' Cisse), Tiote, Cabaye, Gouffran (86' Sammy Ameobi), Ben Arfa, Remy (70' Shola Ameobi).
Subs: Anita, Haidara, Elliot, Obertan.
NEWCASTLE UTD 2 LIVERPOOL 2 (Cabaye, Dummett)
Krul, Debuchy, Williamson, Yanga-Mbiwa, Santon, Cabaye (78' Sammy Ameobi), Tiote, Gouffran, Sissoko (45' Dummett), Remy, Ben Arfa (78' Anita).
Subs: Cisse, Elliot, Obertan, Dummett.
CARDIFF CITY 1 NEWCASTLE 2 (Remy 2)
Krul, Debuchy, Williamson, Coloccini, Santon, Tiote, Cabaye (86' Ben Arfa), Gouffran, Sissoko, Remy (71' Gutierrez), Cisse
Subs: Anita, Yanga-Mbiwa, Elliot, Sammy Ameobi, Dummett
EVERTON 3 NEWCASTLE 2 (Cabaye, Remy)
Krul, Debuchy, Yanga-Mbiwa (46' Williamson), Coloccini, Santon, Tiote, Anita (69' Cisse), Ben Arfa (46' Cabaye), Sissoko, Gouffran, Remy
Subs: Elliot, Obertan, Sammy Ameobi, Dummett
NEWCASTLE 2 HULL CITY 3 (Remy 2)
Krul, Debuchy (86' Tiote), Yanga-Mbiwa, Coloccini, Santon, Cabaye (62' Gouffran), Anita, Sissoko, Ben Arfa, Cisse (73' Marveaux), Remy
Subs: Williamson, Elliot, Sammy Ameobi, Dummett
ASTON VILLA 1 NEWCASTLE 2 (Ben Arfra, Gouffran)
Krul, Debuchy, Coloccini, Yanga-Mbiwa, Santon, Anita (74' Tiote), Cabaye (88' Sammy Ameobi), Ben Arfa, Sissoko, Remy (63' Gouffran), Cisse
Subs: Elliot, Marveaux, S Taylor, Dummett
NEWCASTLE 1 FULHAM 0 (Ben Arfa)
Krul, Debuchy, Yanga-Mbiwa, Coloccini, Santon, Ben Arfa, Sissoko, Anita 65' (Cabaye), Marveaux 74' (Remy), Shola Ameobi 65' (Gouffran), Cisse
Subs: Gosling, Elliot, Sammy Ameobi, Dummett
NEWCASTLE 0 WEST HAM 0
Krul, Debuchy, Yanga-Mbiwa, Coloccini, Santon, Ben Arfa, Sissoko, Anita, Marveaux 66' (Sammy Ameobi), Shola Ameobi, Cisse 72'
Subs: Gosling, Bigirimana, Elliot, Vuckic, Dummett
MAN CITY 4 NEWCASTLE 0
Krul, Debuchy, Coloccini, S Taylor, Yanga-Mbiwa, Sissoko, Tiote, Gouffran 45+4' (Dummett), Ben Arfa 65' (Sammy Ameobi), Gutierrez 44' (Anita), Cisse
Subs: Elliot, Marveaux, Shola Ameobi, Obertan
LEAGUE CUP
NEWCASTLE 0 MAN CITY 2 (AET)
Krul, Debuchy, Williamson, Yanga-Mbiwa, Haidara (45 Dummett, 80 Ben Arfa), Anita, Tiote, Gouffran, Sissoko, Shola Ameobi (66 Cabaye), Cisse
Subs: Remy, Elliot, Obertan, Sammy Ameobi
NEWCASTLE 2 LEEDS UTD 0 (Cisse, Gouffran)
Krul, Debuchy, Williamson, Coloccini, Dummett, Gouffran (90' Vuckic), Anita (80' Gosling), Tiote, Marveaux, Sammy Ameobi, Cisse (71' Obertan).
Subs: Ben Arfa, Yanga-Mbiwa, Bigirimana, Alnwick
MORECAMBE 0 NEWCASTLE 2 (Shola Ameobi, Sammy Ameobi)
Elliot, Debuchy, Yanga-Mbiwa, Good, Dummett, Bigirimana, Gosling, Marveaux 88' (Sissoko), Vuckic 46' (Shola Ameobi), Sammy Ameobi, Gouffran 71' (Ben Arfa)
Subs: Santon, Anita, Alnwick, Streete
FA CUP
NEWCASTLE 1 CARDIFF CITY 2 (Cisse)
Elliot, Santon, S Taylor, Yanga-Mbiwa, Haidara, Sissoko (85' Shola Ameobi), Tiote, Anita, Gouffran (63' Obertan), Ben Arfa, Cisse (85' Remy).
Subs: Williamson, Sammy Ameobi, Dummett, Alnwick
Saturday March 22
12:45 Chelsea v Arsenal
15:00 Cardiff City v Liverpool
15:00 Everton v Swansea City
15:00 Hull City v West Brom
15:00 Manchester City v Fulham
15:00 Newcastle United v Crystal Palace
15:00 Norwich City v Sunderland
17:30 West Ham United v Man Utd
Sunday March 23
13:30 Tottenham v Southampton
16:00 Aston Villa v Stoke City
Tuesday March 25
19:45 Arsenal v Swansea City
19:45 Man Utd v Manchester City
19:45 Newcastle United v Everton
Wednesday March 26
19:45 West Ham United v Hull City
20:00 Liverpool v Sunderland
1 Chelsea 66
2 Liverpool 62
3 Arsenal 62
4 Man City 60
5 Tottenham 53
6 Everton 51
7 Man Utd 48
8 Southampton 45
9 Newcastle 43
10 A Villa 34
11 Stoke City 34
12 West Ham 31
13 Hull City 30
14 Swansea 29
15 Norwich 29
16 West Brom 28
17 C Palace 28
18 Sunderland 25
19 Cardiff 25
20 Fulham 24