Candidates' selection according to any algorithm for multiple donors
Source:R/mult.R
donor_recipient_pairs.RdOrdering of waitlisted candidates for a each donor in a pool of donors and according to any algorithm.
Usage
donor_recipient_pairs(
df.donors = donors,
df.candidates = candidates,
df.abs = cabs,
algorithm = lima,
n = 2,
check.validity = TRUE,
...
)Arguments
- df.donors
A data frame containing demographics and medical information for a pool of donors. For
ukalgorithm must have their respective columns.- df.candidates
A data frame containing demographics and medical information for a group of waitlisted transplant candidates. For
ukalgorithm must have respective columns.- df.abs
A data frame with candidates' antibodies.
- algorithm
The name of the function to use. Valid options are:
lima,et,pts,uk(without quotation)- n
A positive integer to slice the first candidates.
- check.validity
Logical to decide whether to validate input arguments.
- ...
all the parameters used on the algorithm function.
Value
A list with the number of elements equal to the number of rows on donors' data frame. Each element have a data frame with selected candidates by donor.
Examples
# \donttest{
donor_recipient_pairs(df.donors = donors,
df.candidates = candidates,
df.abs = cabs,
algorithm = lima,
n = 2,
check.validity = TRUE)
#> $`1`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 436 A 24 24 49 51 15 4 2 1 1 4 66 46 62 96
#> 2: 81 A 2 23 15 49 15 4 1 1 1 3 44 46 91 0
#> HI cp SP urgent
#> 1: TRUE Orange 0 0
#> 2: FALSE Yellow 0 0
#>
#> $`2`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 317 O 1 68 51 58 13 9 1 2 2 5 31 55 113 0
#> 2: 112 O 2 29 44 44 4 12 2 2 2 6 58 55 104 0
#> HI cp SP urgent
#> 1: FALSE Orange 0 0
#> 2: FALSE Orange 0 0
#>
#> $`3`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 317 O 1 68 51 58 13 9 2 2 1 5 31 32 113 0
#> 2: 487 O 2 33 15 27 11 7 2 1 2 5 55 32 103 0
#> HI cp SP urgent
#> 1: FALSE Orange 0 0
#> 2: FALSE Orange 0 0
#>
#> $`4`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 464 A 1 3 35 57 13 7 1 2 1 4 52 35 48 88
#> 2: 129 A 2 24 40 45 14 10 2 2 2 6 59 35 75 90
#> HI cp SP urgent
#> 1: TRUE Orange 0 0
#> 2: TRUE Orange 0 0
#>
#> $`5`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 215 A 2 25 50 51 11 7 1 2 1 4 68 73 66 0
#> 2: 239 A 11 32 35 44 4 7 1 2 1 4 66 73 66 0
#> HI cp SP urgent
#> 1: FALSE Yellow 1 0
#> 2: FALSE Yellow 1 0
#>
#> $`6`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 129 A 2 24 40 45 14 10 1 2 2 5 59 41 75 90
#> 2: 318 A 1 2 18 44 11 7 1 1 1 3 66 41 61 0
#> HI cp SP urgent
#> 1: TRUE Orange 0 0
#> 2: FALSE Yellow 0 0
#>
#> $`7`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 16 O 3 24 8 18 3 13 1 1 1 3 66 75 60 0
#> 2: 324 O 1 11 8 35 3 13 1 2 1 4 69 75 81 0
#> HI cp SP urgent
#> 1: FALSE Yellow 1 0
#> 2: FALSE Yellow 1 0
#>
#> $`8`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 65 AB 2 2 35 51 11 4 1 2 2 5 62 64 63 0
#> 2: 74 AB 2 11 14 57 11 7 1 2 1 4 39 64 52 0
#> HI cp SP urgent
#> 1: FALSE Yellow 0 0
#> 2: FALSE Green 0 0
#>
#> $`9`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 445 A 2 66 49 51 4 11 0 1 1 2 40 54 81 98
#> 2: 143 A 2 24 7 44 15 4 0 1 1 2 20 54 73 86
#> HI cp SP urgent
#> 1: TRUE Orange 0 0
#> 2: TRUE Orange 0 0
#>
#> $`10`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 143 A 2 24 7 44 15 4 1 1 1 3 20 40 73 86
#> 2: 386 A 1 3 44 51 4 7 1 0 0 1 47 40 71 0
#> HI cp SP urgent
#> 1: TRUE Orange 0 0
#> 2: FALSE Yellow 0 0
#>
#> $`11`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 212 A 23 32 14 44 7 7 1 1 1 3 53 43 84 0
#> 2: 286 A 3 29 35 44 1 4 1 0 2 3 25 43 72 0
#> HI cp SP urgent
#> 1: FALSE Yellow 0 0
#> 2: FALSE Yellow 0 0
#>
#> $`12`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 242 O 2 11 18 35 1 11 1 0 1 2 54 50 81 94
#> 2: 259 O 3 32 27 35 1 7 1 0 2 3 67 50 107 90
#> HI cp SP urgent
#> 1: TRUE Orange 0 0
#> 2: TRUE Orange 0 0
#>
#> $`13`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 124 A 2 24 41 52 15 3 0 2 1 3 30 32 27 88
#> 2: 215 A 2 25 50 51 11 7 1 1 0 2 68 32 66 0
#> HI cp SP urgent
#> 1: TRUE Orange 0 0
#> 2: FALSE Yellow 0 0
#>
#> $`14`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 317 O 1 68 51 58 13 9 2 1 1 4 31 51 113 0
#> 2: 112 O 2 29 44 44 4 12 1 2 2 5 58 51 104 0
#> HI cp SP urgent
#> 1: FALSE Orange 0 0
#> 2: FALSE Orange 0 0
#>
#> $`15`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 205 A 2 3 35 50 3 11 1 2 1 4 43 38 62 96
#> 2: 298 A 3 33 51 51 15 16 1 1 1 3 31 38 73 0
#> HI cp SP urgent
#> 1: TRUE Orange 0 0
#> 2: FALSE Yellow 0 0
#>
#> $`16`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 205 A 2 3 35 50 3 11 0 1 2 3 43 55 62 96
#> 2: 353 A 2 29 7 51 1 13 1 1 0 2 43 55 61 0
#> HI cp SP urgent
#> 1: TRUE Orange 0 0
#> 2: FALSE Yellow 0 0
#>
#> $`17`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 317 O 1 68 51 58 13 9 1 1 1 3 31 52 113 0
#> 2: 487 O 2 33 15 27 11 7 2 2 1 5 55 52 103 0
#> HI cp SP urgent
#> 1: FALSE Orange 0 0
#> 2: FALSE Orange 0 0
#>
#> $`18`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 344 A 1 3 35 49 1 4 2 2 0 4 70 68 69 0
#> 2: 215 A 2 25 50 51 11 7 1 1 2 4 68 68 66 0
#> HI cp SP urgent
#> 1: FALSE Yellow 1 0
#> 2: FALSE Yellow 1 0
#>
#> $`19`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 6 B 23 33 14 44 7 7 0 2 1 3 51 46 76 0
#> 2: 328 B 3 33 38 51 11 12 1 2 2 5 27 46 70 0
#> HI cp SP urgent
#> 1: FALSE Yellow 0 0
#> 2: FALSE Yellow 0 0
#>
#> $`20`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 205 A 2 3 35 50 3 11 0 1 2 3 43 45 62 96
#> 2: 436 A 24 24 49 51 15 4 2 2 1 5 66 45 62 96
#> HI cp SP urgent
#> 1: TRUE Orange 0 0
#> 2: TRUE Orange 0 0
#>
#> $`21`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 212 A 23 32 14 44 7 7 1 2 1 4 53 45 84 0
#> 2: 22 A 1 11 51 57 4 7 2 1 1 4 50 45 71 0
#> HI cp SP urgent
#> 1: FALSE Yellow 0 0
#> 2: FALSE Yellow 0 0
#>
#> $`22`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 65 AB 2 2 35 51 11 4 1 2 1 4 62 55 63 0
#> 2: 74 AB 2 11 14 57 11 7 0 2 1 3 39 55 52 0
#> HI cp SP urgent
#> 1: FALSE Yellow 0 0
#> 2: FALSE Green 0 0
#>
#> $`23`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 259 O 3 32 27 35 1 7 0 1 1 2 67 48 107 90
#> 2: 320 O 3 11 7 35 15 14 0 1 1 2 52 48 103 80
#> HI cp SP urgent
#> 1: TRUE Orange 0 0
#> 2: FALSE Orange 0 0
#>
#> $`24`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 249 B 1 2 8 50 3 7 0 0 1 1 40 60 48 82
#> 2: 28 B 2 68 8 39 3 11 1 1 1 3 34 60 58 62
#> HI cp SP urgent
#> 1: FALSE Yellow 0 0
#> 2: FALSE Yellow 0 0
#>
#> $`25`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 259 O 3 32 27 35 1 7 1 2 1 4 67 56 107 90
#> 2: 112 O 2 29 44 44 4 12 1 2 1 4 58 56 104 0
#> HI cp SP urgent
#> 1: TRUE Orange 0 0
#> 2: FALSE Orange 0 0
#>
#> $`26`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 17 A 1 31 8 18 3 14 1 1 1 3 47 55 88 0
#> 2: 318 A 1 2 18 44 11 7 0 1 2 3 66 55 61 0
#> HI cp SP urgent
#> 1: FALSE Yellow 0 0
#> 2: FALSE Yellow 0 0
#>
#> $`27`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 22 A 1 11 51 57 4 7 1 1 1 3 50 52 71 0
#> 2: 17 A 1 31 8 18 3 14 2 1 1 4 47 52 88 0
#> HI cp SP urgent
#> 1: FALSE Yellow 0 0
#> 2: FALSE Yellow 0 0
#>
#> $`28`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 385 A 2 24 15 35 3 11 1 2 1 4 49 44 103 90
#> 2: 205 A 2 3 35 50 3 11 1 2 1 4 43 44 62 96
#> HI cp SP urgent
#> 1: TRUE Orange 0 0
#> 2: TRUE Orange 0 0
#>
#> $`29`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 487 O 2 33 15 27 11 7 2 2 0 4 55 52 103 0
#> 2: 112 O 2 29 44 44 4 12 2 1 2 5 58 52 104 0
#> HI cp SP urgent
#> 1: FALSE Orange 0 0
#> 2: FALSE Orange 0 0
#>
#> $`30`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 129 A 2 24 40 45 14 10 2 1 2 5 59 40 75 90
#> 2: 246 A 1 24 15 27 11 13 1 2 2 5 34 40 45 86
#> HI cp SP urgent
#> 1: TRUE Orange 0 0
#> 2: TRUE Orange 0 0
#>
#> $`31`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 340 A 1 11 18 35 1 13 1 0 1 2 56 38 63 0
#> 2: 27 A 11 29 35 44 1 11 1 1 0 2 29 38 2 52
#> HI cp SP urgent
#> 1: FALSE Yellow 0 0
#> 2: FALSE Yellow 0 0
#>
#> $`32`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 112 O 2 29 44 44 4 12 1 1 1 3 58 41 104 0
#> 2: 317 O 1 68 51 58 13 9 1 1 2 4 31 41 113 0
#> HI cp SP urgent
#> 1: FALSE Orange 0 0
#> 2: FALSE Orange 0 0
#>
#> $`33`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 397 O 1 2 39 57 7 8 0 2 1 3 68 65 83 0
#> 2: 470 O 2 29 44 44 4 7 0 2 1 3 65 65 77 0
#> HI cp SP urgent
#> 1: FALSE Yellow 1 0
#> 2: FALSE Yellow 1 0
#>
#> $`34`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 385 A 2 24 15 35 3 11 0 1 1 2 49 31 103 90
#> 2: 205 A 2 3 35 50 3 11 0 1 1 2 43 31 62 96
#> HI cp SP urgent
#> 1: TRUE Orange 0 0
#> 2: TRUE Orange 0 0
#>
#> $`35`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 112 O 2 29 44 44 4 12 1 1 1 3 58 42 104 0
#> 2: 317 O 1 68 51 58 13 9 2 2 2 6 31 42 113 0
#> HI cp SP urgent
#> 1: FALSE Orange 0 0
#> 2: FALSE Orange 0 0
#>
#> $`36`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 194 B 2 32 14 58 1 13 1 1 1 3 24 62 46 90
#> 2: 136 B 24 24 15 39 1 8 2 1 2 5 50 62 37 88
#> HI cp SP urgent
#> 1: TRUE Orange 0 0
#> 2: TRUE Orange 0 0
#>
#> $`37`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 487 O 2 33 15 27 11 7 1 2 1 4 55 52 103 0
#> 2: 408 O 29 30 14 57 13 7 2 2 0 4 61 52 93 90
#> HI cp SP urgent
#> 1: FALSE Orange 0 0
#> 2: TRUE Orange 0 0
#>
#> $`38`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 317 O 1 68 51 58 13 9 2 1 1 4 31 46 113 0
#> 2: 112 O 2 29 44 44 4 12 1 1 2 4 58 46 104 0
#> HI cp SP urgent
#> 1: FALSE Orange 0 0
#> 2: FALSE Orange 0 0
#>
#> $`39`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 317 O 1 68 51 58 13 9 1 2 2 5 31 50 113 0
#> 2: 112 O 2 29 44 44 4 12 2 2 2 6 58 50 104 0
#> HI cp SP urgent
#> 1: FALSE Orange 0 0
#> 2: FALSE Orange 0 0
#>
#> $`40`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 246 A 1 24 15 27 11 13 0 1 1 2 34 30 45 86
#> 2: 326 A 24 32 8 40 3 12 1 2 1 4 41 30 69 86
#> HI cp SP urgent
#> 1: TRUE Orange 0 0
#> 2: TRUE Orange 0 0
#>
#> $`41`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 246 A 1 24 15 27 11 13 2 2 2 6 34 55 45 86
#> 2: 22 A 1 11 51 57 4 7 1 2 1 4 50 55 71 0
#> HI cp SP urgent
#> 1: TRUE Orange 0 0
#> 2: FALSE Yellow 0 0
#>
#> $`42`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 239 A 11 32 35 44 4 7 1 2 1 4 66 68 66 0
#> 2: 442 A 3 25 7 15 13 4 1 2 2 5 68 68 98 0
#> HI cp SP urgent
#> 1: FALSE Yellow 1 0
#> 2: FALSE Yellow 1 0
#>
#> $`43`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 317 O 1 68 51 58 13 9 1 1 2 4 31 42 113 0
#> 2: 112 O 2 29 44 44 4 12 1 2 2 5 58 42 104 0
#> HI cp SP urgent
#> 1: FALSE Orange 0 0
#> 2: FALSE Orange 0 0
#>
#> $`44`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 335 O 1 68 35 35 11 8 2 1 0 3 66 68 87 0
#> 2: 130 O 1 2 8 18 11 4 2 1 1 4 72 68 99 0
#> HI cp SP urgent
#> 1: FALSE Yellow 1 0
#> 2: FALSE Yellow 1 0
#>
#> $`45`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 408 O 29 30 14 57 13 7 2 1 0 3 61 50 93 90
#> 2: 317 O 1 68 51 58 13 9 1 2 1 4 31 50 113 0
#> HI cp SP urgent
#> 1: TRUE Orange 0 0
#> 2: FALSE Orange 0 0
#>
#> $`46`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 487 O 2 33 15 27 11 7 0 2 1 3 55 22 103 0
#> 2: 236 O 2 33 14 44 10 10 0 1 2 3 38 22 90 88
#> HI cp SP urgent
#> 1: FALSE Orange 0 0
#> 2: TRUE Orange 0 0
#>
#> $`47`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 73 AB 2 2 44 58 11 13 2 2 1 5 71 68 15 0
#> 2: 65 AB 2 2 35 51 11 4 2 1 2 5 62 68 63 0
#> HI cp SP urgent
#> 1: FALSE Green 1 0
#> 2: FALSE Yellow 0 0
#>
#> $`48`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 397 O 1 2 39 57 7 8 1 1 2 4 68 66 83 0
#> 2: 130 O 1 2 8 18 11 4 1 2 2 5 72 66 99 0
#> HI cp SP urgent
#> 1: FALSE Yellow 1 0
#> 2: FALSE Yellow 1 0
#>
#> $`49`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 246 A 1 24 15 27 11 13 2 2 2 6 34 58 45 86
#> 2: 212 A 23 32 14 44 7 7 1 1 1 3 53 58 84 0
#> HI cp SP urgent
#> 1: TRUE Orange 0 0
#> 2: FALSE Yellow 0 0
#>
#> $`50`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 344 A 1 3 35 49 1 4 2 1 0 3 70 67 69 0
#> 2: 215 A 2 25 50 51 11 7 1 2 1 4 68 67 66 0
#> HI cp SP urgent
#> 1: FALSE Yellow 1 0
#> 2: FALSE Yellow 1 0
#>
#> $`51`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 385 A 2 24 15 35 3 11 1 1 2 4 49 52 103 90
#> 2: 446 A 2 24 15 51 13 4 1 0 1 2 67 52 64 0
#> HI cp SP urgent
#> 1: TRUE Orange 0 0
#> 2: FALSE Yellow 0 0
#>
#> $`52`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 464 A 1 3 35 57 13 7 2 2 2 6 52 43 48 88
#> 2: 17 A 1 31 8 18 3 14 2 0 1 3 47 43 88 0
#> HI cp SP urgent
#> 1: TRUE Orange 0 0
#> 2: FALSE Yellow 0 0
#>
#> $`53`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 17 A 1 31 8 18 3 14 2 1 1 4 47 62 88 0
#> 2: 243 A 2 24 7 49 4 4 0 2 2 4 22 62 73 0
#> HI cp SP urgent
#> 1: FALSE Yellow 0 0
#> 2: FALSE Yellow 0 0
#>
#> $`54`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 385 A 2 24 15 35 3 11 1 1 1 3 49 57 103 90
#> 2: 464 A 1 3 35 57 13 7 1 2 0 3 52 57 48 88
#> HI cp SP urgent
#> 1: TRUE Orange 0 0
#> 2: TRUE Orange 0 0
#>
#> $`55`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 317 O 1 68 51 58 13 9 1 2 2 5 31 63 113 0
#> 2: 487 O 2 33 15 27 11 7 2 2 1 5 55 63 103 0
#> HI cp SP urgent
#> 1: FALSE Orange 0 0
#> 2: FALSE Orange 0 0
#>
#> $`56`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 112 O 2 29 44 44 4 12 2 2 1 5 58 53 104 0
#> 2: 487 O 2 33 15 27 11 7 2 2 1 5 55 53 103 0
#> HI cp SP urgent
#> 1: FALSE Orange 0 0
#> 2: FALSE Orange 0 0
#>
#> $`57`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 143 A 2 24 7 44 15 4 1 1 1 3 20 62 73 86
#> 2: 314 A 2 2 44 50 13 4 1 1 0 2 46 62 62 0
#> HI cp SP urgent
#> 1: TRUE Orange 0 0
#> 2: FALSE Yellow 0 0
#>
#> $`58`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 143 A 2 24 7 44 15 4 0 1 1 2 20 56 73 86
#> 2: 246 A 1 24 15 27 11 13 0 2 1 3 34 56 45 86
#> HI cp SP urgent
#> 1: TRUE Orange 0 0
#> 2: TRUE Orange 0 0
#>
#> $`59`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 145 B 24 32 15 39 13 8 2 2 2 6 71 42 44 86
#> 2: 288 B 3 24 7 7 15 15 1 1 2 4 61 42 22 82
#> HI cp SP urgent
#> 1: TRUE Orange 0 0
#> 2: FALSE Yellow 0 0
#>
#> $`60`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 145 B 24 32 15 39 13 8 1 2 2 5 71 53 44 86
#> 2: 28 B 2 68 8 39 3 11 1 1 1 3 34 53 58 62
#> HI cp SP urgent
#> 1: TRUE Orange 0 0
#> 2: FALSE Yellow 0 0
#>
#> $`61`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 112 O 2 29 44 44 4 12 1 1 1 3 58 26 104 0
#> 2: 317 O 1 68 51 58 13 9 1 2 2 5 31 26 113 0
#> HI cp SP urgent
#> 1: FALSE Orange 0 0
#> 2: FALSE Orange 0 0
#>
#> $`62`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 314 A 2 2 44 50 13 4 2 0 0 2 46 63 62 0
#> 2: 442 A 3 25 7 15 13 4 1 2 0 3 68 63 98 0
#> HI cp SP urgent
#> 1: FALSE Yellow 0 0
#> 2: FALSE Yellow 0 0
#>
#> $`63`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 317 O 1 68 51 58 13 9 1 1 2 4 31 43 113 0
#> 2: 112 O 2 29 44 44 4 12 2 2 1 5 58 43 104 0
#> HI cp SP urgent
#> 1: FALSE Orange 0 0
#> 2: FALSE Orange 0 0
#>
#> $`64`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 317 O 1 68 51 58 13 9 1 2 1 4 31 39 113 0
#> 2: 112 O 2 29 44 44 4 12 1 2 2 5 58 39 104 0
#> HI cp SP urgent
#> 1: FALSE Orange 0 0
#> 2: FALSE Orange 0 0
#>
#> $`65`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 444 B 3 30 18 35 15 13 1 1 0 2 51 46 35 78
#> 2: 336 B 2 2 7 14 1 13 2 1 1 4 45 46 62 70
#> HI cp SP urgent
#> 1: FALSE Yellow 0 0
#> 2: FALSE Yellow 0 0
#>
#> $`66`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 16 O 3 24 8 18 3 13 1 1 1 3 66 66 60 0
#> 2: 130 O 1 2 8 18 11 4 2 1 1 4 72 66 99 0
#> HI cp SP urgent
#> 1: FALSE Yellow 1 0
#> 2: FALSE Yellow 1 0
#>
#> $`67`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 408 O 29 30 14 57 13 7 2 1 0 3 61 62 93 90
#> 2: 487 O 2 33 15 27 11 7 1 2 1 4 55 62 103 0
#> HI cp SP urgent
#> 1: TRUE Orange 0 0
#> 2: FALSE Orange 0 0
#>
#> $`68`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 487 O 2 33 15 27 11 7 1 1 1 3 55 53 103 0
#> 2: 112 O 2 29 44 44 4 12 1 2 1 4 58 53 104 0
#> HI cp SP urgent
#> 1: FALSE Orange 0 0
#> 2: FALSE Orange 0 0
#>
#> $`69`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 487 O 2 33 15 27 11 7 1 1 1 3 55 44 103 0
#> 2: 317 O 1 68 51 58 13 9 2 2 1 5 31 44 113 0
#> HI cp SP urgent
#> 1: FALSE Orange 0 0
#> 2: FALSE Orange 0 0
#>
#> $`70`
#> ID bg A1 A2 B1 B2 DR1 DR2 mmA mmB mmDR mmHLA age donor_age dialysis cPRA
#> 1: 436 A 24 24 49 51 15 4 1 2 1 4 66 58 62 96
#> 2: 446 A 2 24 15 51 13 4 0 1 0 1 67 58 64 0
#> HI cp SP urgent
#> 1: TRUE Orange 0 0
#> 2: FALSE Yellow 0 0
#>
# }