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Table 3 Related works

From: Data-intensive analysis of HIV mutations

Author

Proteins

Drugs

Protein positions

Mutation patterns

Number of sequences

Method

Hoffman et al. 2003 [12]

Protease

PI

PR10, PR12, PR13, PR14,

(PR10,PR93) (PR12,PR19)

1179

Mutual

   

PR15, PR19, PR20, PR30,

(PR35,PR38)(PR63,PR64)

(Subtype B)

information

   

PR32, PR35, PR36, PR37,

(PR37,PR41)(PR62,PR71)

  
   

PR41, PR46, PR48, PR54,

(PR71,PR77) (PR71,PR93)

  
   

PR57, PR60, PR62, PR63,

(PR77,PR93)(PR12,PR19)

  
   

PR64, PR69, PR71, PR72,

(PR15,PR77)(PR20,PR36)

  
   

PR73, PR77, PR82, PR84,

(PR30,PR88)(PR35,PR36)

  
   

PR88, PR90, PR93

(PR35,PR37)(PR36,PR62)

  
    

(PR36,PR77)(PR46,PR82)

  
    

(PR46,PR84)(PR48,PR54)

  
    

(PR48,PR82)(PR54,PR82)

  
    

(PR63,PR64)(PR63,PR90)

  
    

(PR77,PR93)(PR84,PR90)

  
    

(PR73,PR90)

  

Alteri et al. 2009 [13]

Reverse

PI,

RT41, RT65, RT67,

(RT215,RT41,RT210)

213

Binomial

 

transcriptase

NRTI,

RT69, RT70, RT74, RT75,

(RT60,RT103)

(Subtype B)

correlation

  

NNRTI

RT77, RT100, RT101,

  

coefficient,

   

RT103, RT106, RT115,

  

Benjamini-

   

RT116, RT151, RT181,

  

Hochberg

   

RT184,RT188, RT190,

  

method

   

RT210, RT215, RT219,

   
   

RT225, RT230, RT236,

   

Doherty et al. 2011 [14]

Protease

PI

PR10, PR24, PR30,

(PR10,PR32,PR33,

398

Optimal

   

PR32, PR33, PR43,

PR46,PR47,PR54,

 

integer

   

PR46, PR47, PR48,

PR71,PR73,PR84,PR90)

 

programming-

   

PR50, PR53, PR54,

(PR10,PR33,PR43,PR46,

 

based

   

PR71, PR73, PR74,

PR54,PR71,PR82,PR84,PR90)

 

clustering

   

PR76, PR82, PR83,

(PR10,PR24,PR46,

  
   

PR84, PR88, PR90

PR54,PR71,PR74,PR82)

  
    

(PR32,PR33,PR46,PR53,

  
    

PR54,PR71,PR84,PR90)

  
    

(PR10,PR30,PR32,PR33,PR46,

  
    

PR54,PR71,PR84,PR88,PR90)

  
    

(PR10,PR33,PR43,PR46,PR48,

  
    

PR50,PR54,PR71,PR82)

  
    

(PR10,PR32,PR46,

  
    

PR71,PR82,PR84)

  
    

(PR10,PR46,PR54,PR82,PR90)

  
    

(PR10,PR48,PR54,PR71,

  
    

PR73,PR76,PR84,PR90)

  
    

(PR10,PR24,PR32,PR33, PR43,

  
    

PR46,PR54,PR71,PR82,PR84)

  
    

(PR10,PR24,PR30,

  
    

PR33,PR43,PR53,PR88)

  
    

(PR10,PR43,PR47,PR48,

  
    

PR53,PR54,PR71,PR82,PR84)

  
    

(PR10,PR32,PR46,

  
    

PR47,PR71,PR82,PR90)

  
    

(PR10,PR33,PR54,

  
    

PR73,PR84,PR90)

  
    

(PR10,PR46,PR71,PR84,PR90)

  
    

(PR10,PR54,PR71,

  
    

PR73,PR82,PR90)

  
    

(PR10,PR32,PR33,

  
    

PR47,PR71,PR82,PR90)

  
    

(PR10,PR46,PR54,

  
    

PR71,PR82,PR90)

  
    

(PR10,PR24,PR33,PR46,

  
    

PR54,PR71,PR82)

  
    

(PR10,PR48,PR54,PR82,PR90)

  
    

(PR10,PR32,PR43,

  
    

PR46,PR47,PR82)

  
    

(PR10,PR54,PR71,PR82)

  
    

(PR10,PR46,PR47,

  
    

PR71,PR88,PR90)

  
    

(PR10,PR33,PR43,PR46,

  
    

PR50,PR54,PR71,

  
    

PR73,PR82,PR90)

  
    

(PR10,PR33,PR46,

  
    

PR54,PR71,PR88,PR90)

  
    

(PR10,PR46,PR71,

  
    

PR74,PR88,PR90)

  
    

(PR10,PR54,PR74,PR76,PR82)

  
    

(PR73,PR90)

  
    

(PR10,PR46,PR90)

  
    

(PR10,PR71,PR90)

  
    

(PR10,PR46,PR71)

  
    

(PR10,PR24,PR46,PR54,PR82)

  

Heider et al. 2013 [15]

Reverse

NRTI

RT1 to RT240

(RT41,RT70,

600

Multilabel

 

transcriptase

  

RT210,RT215)

(Subtype B)

classification

    

(RT41,RT65,RT67,

  
    

RT70,RT210,RT215,RT219)

  
    

(RT65,RT74,RT115)

  
    

(RT151,RT62,RT69,

  
    

RT75,RT77,RT116)

  

Yahi et al. 1999 [16]

Protease

PI,

PR63, PR77,PR71,

(PR10,PR46) (PR46,PR71)

287

Chi-square

 

and

NRTI,

PR10, PR93, PR 36

(PR46,PR90) (PR71,PR82)

 

or Kendall

 

Reverse

NNRTI

PR82, PR46, PR20,

(PR10,PR82) (PR54,PR82)

 

and

 

transcriptase

 

PR90 and PR54

(PR82,PR90) (PR71,PR90)

 

Fisher’s

   

RT215, RT41, RT67,

(PR10,PR90) (PR46,PR90)

 

two-tailed

   

RT69, RT70, RT184,

(PR54,PR90) (PR77,PR90)

  
   

RT210 and RT219

(PR82,PR90)

  
    

(RT41,RT210) (RT67,RT70)

  
    

(RT69,RT70) (RT70,RT219)

  
    

(RT41,RT210) (RT184,RT210)

  
    

(RT210,RT215) (RT70,RT219)

  
    

(RT67,RT219) (RT69,RT219)

  

Melikian et al. 2013 [28]

Reverse

NNRTI

 

(RT101,RT103,RT106,

1752

Least

 

transcriptase

  

RT181,RT188,RT190)

(1681

angle

    

(RT100,RT101,RT103,

Subtype B)

regression

    

RT106,RT188,RT190)

 

(LARS)

    

(RT101,RT181,RT190,RT227)

  
    

(RT100,RT101,RT181,

  
    

RT190,RT227)

  
  1. Protease positions are represented by the prefix PR and reverse transcriptase positions by the prefix RT.