Table 2

Main characteristics of the included studies: measured outcome, definitions of failure and immunogenicity to anti-TNFα treatment, determination and prevalence of HLA-DQA1*05, and relevant conclusions.

First author, yearOutcomeFailure definitionMeasure of immunogenicityTherapeutic drug monitoringLine of treatment with anti-TNFαDetermination of HLAPrevalence of HLAMain outcome for failure [HLA +/-]Immunogenicity outcome [HLA +/-]
Aleman Gonzalez, 202223FailureTDNANo infoNo infoNo info46.7%No difference according to HLA carriage
p = 0.3
NA
Angulo McGrath, 202112FailureLORNANo infoNo infoNo info42.0%HLA + had increased probability of LOR
Multivariate: HR = 2.32, 95% CI 1.07–5.02, p = 0.03
NA
Bangma, 202024ImmunogenicityNARadio-immunoassay, Drug-tolerant
Cut-off: ≥12 AU/mL
No infoNo infoSNP WGS and genome-wide genotyping array39.6%NANo difference according to HLA carriage
HLA+: 27%, HLA–: 20%
OR = 1.65, 95% CI 0.95–2.85, p = 0.075
Colman, 202113,25Failure ImmunogenicityLORECLIA, Drug tolerant
Cut-off [ng/mL]: low [22–200],
medium [201–1000], high [>1000]
Proactive1st line: 100%PCR-SSO49.0%No difference according to HLA carriage
HLA+: 24%, HLA–: 46%, p = 0.17
No difference according to HLA carriage
HLA+: 60.0%, HLA –: 69.2%, p = 0.69
Davis Gonzalez, 20229FailureaPNR, LOR, TD, AENANo infoFirst-line CD: 41.1%b
First-line UC: 45.2%b
PCR-SSPCD: 41.0%
UC: 38.0%
No difference according to HLA carriage
p >0.30 for the 4 outcomes assessed
NA
Doherty, 202326FailureTDNANo info1st line: 100%HLA imputation38.1%HLA + had increased probability of shorter TD but only for homozygous carriers
p = 0.007
NA
Fuentes Valenzuela, 202327FailurePNR, LOR, TD, AEΝΑProactiveFirst-line: 92.9%
Second-line: 7.1%
PCR-SSOCD: 42.2%
UC: 63.6%
HLA + had decreased probability of TD
HLA+: 15.4%, HLA–: 38.3%
HR = 0.31, 95% CI 0.12–0.81, p = 0.02
NA
Gonzalez, 202128Failure ImmunogenicityTDNo infoNo infoNo infoNo info39.1%No difference according to HLA carriage
HR = 2.36, 95% CI = 0.89–6.25, p = 0.06
HLA + had increased probability of ADA formation HLA+: 59%, HLA–: 24%, p = 0.002
HR = 4.54, 95% CI = 1.73–11.89
Gu, 202218Failurea ImmunogenicityTDNo infoNo infoNo infoPCR-SSO42.9%No difference according to HLA carriage
p = 0.89
HLA + had increased probability of ADA formation HLA+: 27.0%, HLA–: 10.7%, p = 0.01
Guardiola, 201929FailureLORNANo infoNo infoNo info31.0%HLA + had increased probability of LOR
Multivariate: HR = 3.5, 95% CI 1.6–7.5, p = 0.002
NA
Guardiola Capon, 202010FailureLORNANo infoNo infoNo info45.0%HLA + had increased probability of LOR
Multivariate HR = 2.74, 95% CI 1.2–6.2, p = 0.02
NA
Hu, 202119ImmunogenicityNATime to ADA detection by IC assay
Cut-off ≥ 30 ng/mL
ReactiveFirst-line: 100%SNP
genotyping
No infoNANo difference according to HLA carriage
No statistical data provided
Ioannou, 202130ImmunogenicityNACut-off: ≥ 10 AU/mLNo infoNo infoSNP WGSIFX: 41.9%
ADL: 50.9%
NAHLA + had increased probability of ADA formation, but only for ADL
IFX: HLA+: 32.2%, HLA–: 25.6%, p = 0.28
ADL: HLA+: 41.5%, HLA–: 15.7%, p = 0.004
Laserna Mendieta, 202311FailureTDNAReactiveFirst-line: 90.8%
Second-line: 9.2%
PCR-SSO & SNP genotypingPCR-SSO: 40.5%
SNP: 38.2%
No difference according to HLA carriage
PCR-SSO: HLA+: 52.8%, HLA–: 47.4%, p = 0.544
SNP: HLA+: 52.0%, HLA–: 48.1%, p = 0.668
NA
Lopez Blanco, 202231ImmunogenicityNAELISA
Cut-off ≥ 10 AU/mL
No infoNo infoPCR-SSO57.7%NANo difference according to HLA carriage
HLA+: 11.6%, HLA–: 10.2%
Pascual Oliver, 202332FailurePNR, LOR, AENANo
[specified that proactive approach was not followed]
First-line: 100%PCR-SSO42.4%No difference according to HLA carriage
p >0.30 for the three outcomes assessed
NA
Salvador Martín, 202333FailureTDNANo infoFirst-line: 93.5%
Second-line: 6.5%
SNP genotypingCD: 45.8%
UC: 40.8%
IFX: 43.0%
ADL: 48.2%
HLA + had increased probability of TD only for CD and ADL
CD, Multivariate: HR = 2.07, 95% CI 1.07–3.99, p = 0.030
UC, Multivariate: HR = 1.40, 95% CI, 0.68–2.89, p = 0.358
IFX, Multivariate: HR = 1.44, 95% CI 0.79–2.62, p = 0.237
ADL, Multivariate: HR = 2.32, 95% CI 1.02–5.26, p = 0.044
NA
Sazonovs, 20207Failure ImmunogenicityTDELISA, Drug tolerant
cut-off: >10 AU/mL
ProactiveFirst-line: 100%SNP
genotyping/HLA imputation
39.0%HLA + had increased probability of TD only for ADL in monotherapy
No statistical data provided
HLA + had increased probability of ADA formation
IFX: HR = 1.92, 95% CI, 1.57–2.33
ADL: HR = 1.89, 95% CI, 1.32–2.70
Shimoda, 202334FailureTDNANo infoFirst-line: 100%SNP array genotyping19.6%HLA + had increased probability of TD
Multivariate: HR = 2.23, 95% CI 1.10–4.51, p = 0.026
NA
Spencer, 202214Failure ImmunogenicityTDHomogeneous mobility shift assay, Drug-tolerant
Cut-off: ≥ 1.19 µg/mL
ProactiveFirst-line: 77.9%
Second-line: 23.1%
SNP
Risk immune test
45.6%No difference according to HLA carriage
p = 0.58
No difference according to HLA carriage
HLA+: 10.6%, HLA–: 13.8%
HR = 0.7, 95% CI 0.2–2.0, p = 0.55
Suris Marin, 202135FailureLOR, TDNANo infoNo infoNo info39.4%HLA + had increased probability of LOR
Multivariate: HR = 1.90, 95% CI 1.14–3,31, p = 0.015
NA
Wilson, 201936Failure ImmunogenicityLOR, TD, AEELISA, Drug-sensitive
Cut-off: no info
No infoNo infoSNP
allelic discrimination
40.1%HLA + had increased probability of LOR and TD
LOR: HR = 2.34, 95% CI 1.41–3.88, p = 0.001
TD: HR = 2.27, 95% CI 1.46–3.43, p = 2.5 × 10–4
HLA + had increased probability of ADA formation HLA+: 25.7%, HLA –: 4.5%,
HR = 7.29, 95% CI 2.97–17.19, p = 1.5 × 10–5
Zhu, 202337ImmunogenicityNAELISA, Drug-tolerant
Cut-off: titres of 1:20 and ≥1.:60 were considered low- and high-titre, respectively.
ProactiveFirst-line: 94.2%
Second-line: 5.8%c
SNP
genotyping
36.5%NAHLA + had increased probability of ADA formation HLA+: 71.1%, HLA–: 43.9%, p = 0.01
OR = 2.94, 95% CI 1.19–7.3, p = 0.02
First author, yearOutcomeFailure definitionMeasure of immunogenicityTherapeutic drug monitoringLine of treatment with anti-TNFαDetermination of HLAPrevalence of HLAMain outcome for failure [HLA +/-]Immunogenicity outcome [HLA +/-]
Aleman Gonzalez, 202223FailureTDNANo infoNo infoNo info46.7%No difference according to HLA carriage
p = 0.3
NA
Angulo McGrath, 202112FailureLORNANo infoNo infoNo info42.0%HLA + had increased probability of LOR
Multivariate: HR = 2.32, 95% CI 1.07–5.02, p = 0.03
NA
Bangma, 202024ImmunogenicityNARadio-immunoassay, Drug-tolerant
Cut-off: ≥12 AU/mL
No infoNo infoSNP WGS and genome-wide genotyping array39.6%NANo difference according to HLA carriage
HLA+: 27%, HLA–: 20%
OR = 1.65, 95% CI 0.95–2.85, p = 0.075
Colman, 202113,25Failure ImmunogenicityLORECLIA, Drug tolerant
Cut-off [ng/mL]: low [22–200],
medium [201–1000], high [>1000]
Proactive1st line: 100%PCR-SSO49.0%No difference according to HLA carriage
HLA+: 24%, HLA–: 46%, p = 0.17
No difference according to HLA carriage
HLA+: 60.0%, HLA –: 69.2%, p = 0.69
Davis Gonzalez, 20229FailureaPNR, LOR, TD, AENANo infoFirst-line CD: 41.1%b
First-line UC: 45.2%b
PCR-SSPCD: 41.0%
UC: 38.0%
No difference according to HLA carriage
p >0.30 for the 4 outcomes assessed
NA
Doherty, 202326FailureTDNANo info1st line: 100%HLA imputation38.1%HLA + had increased probability of shorter TD but only for homozygous carriers
p = 0.007
NA
Fuentes Valenzuela, 202327FailurePNR, LOR, TD, AEΝΑProactiveFirst-line: 92.9%
Second-line: 7.1%
PCR-SSOCD: 42.2%
UC: 63.6%
HLA + had decreased probability of TD
HLA+: 15.4%, HLA–: 38.3%
HR = 0.31, 95% CI 0.12–0.81, p = 0.02
NA
Gonzalez, 202128Failure ImmunogenicityTDNo infoNo infoNo infoNo info39.1%No difference according to HLA carriage
HR = 2.36, 95% CI = 0.89–6.25, p = 0.06
HLA + had increased probability of ADA formation HLA+: 59%, HLA–: 24%, p = 0.002
HR = 4.54, 95% CI = 1.73–11.89
Gu, 202218Failurea ImmunogenicityTDNo infoNo infoNo infoPCR-SSO42.9%No difference according to HLA carriage
p = 0.89
HLA + had increased probability of ADA formation HLA+: 27.0%, HLA–: 10.7%, p = 0.01
Guardiola, 201929FailureLORNANo infoNo infoNo info31.0%HLA + had increased probability of LOR
Multivariate: HR = 3.5, 95% CI 1.6–7.5, p = 0.002
NA
Guardiola Capon, 202010FailureLORNANo infoNo infoNo info45.0%HLA + had increased probability of LOR
Multivariate HR = 2.74, 95% CI 1.2–6.2, p = 0.02
NA
Hu, 202119ImmunogenicityNATime to ADA detection by IC assay
Cut-off ≥ 30 ng/mL
ReactiveFirst-line: 100%SNP
genotyping
No infoNANo difference according to HLA carriage
No statistical data provided
Ioannou, 202130ImmunogenicityNACut-off: ≥ 10 AU/mLNo infoNo infoSNP WGSIFX: 41.9%
ADL: 50.9%
NAHLA + had increased probability of ADA formation, but only for ADL
IFX: HLA+: 32.2%, HLA–: 25.6%, p = 0.28
ADL: HLA+: 41.5%, HLA–: 15.7%, p = 0.004
Laserna Mendieta, 202311FailureTDNAReactiveFirst-line: 90.8%
Second-line: 9.2%
PCR-SSO & SNP genotypingPCR-SSO: 40.5%
SNP: 38.2%
No difference according to HLA carriage
PCR-SSO: HLA+: 52.8%, HLA–: 47.4%, p = 0.544
SNP: HLA+: 52.0%, HLA–: 48.1%, p = 0.668
NA
Lopez Blanco, 202231ImmunogenicityNAELISA
Cut-off ≥ 10 AU/mL
No infoNo infoPCR-SSO57.7%NANo difference according to HLA carriage
HLA+: 11.6%, HLA–: 10.2%
Pascual Oliver, 202332FailurePNR, LOR, AENANo
[specified that proactive approach was not followed]
First-line: 100%PCR-SSO42.4%No difference according to HLA carriage
p >0.30 for the three outcomes assessed
NA
Salvador Martín, 202333FailureTDNANo infoFirst-line: 93.5%
Second-line: 6.5%
SNP genotypingCD: 45.8%
UC: 40.8%
IFX: 43.0%
ADL: 48.2%
HLA + had increased probability of TD only for CD and ADL
CD, Multivariate: HR = 2.07, 95% CI 1.07–3.99, p = 0.030
UC, Multivariate: HR = 1.40, 95% CI, 0.68–2.89, p = 0.358
IFX, Multivariate: HR = 1.44, 95% CI 0.79–2.62, p = 0.237
ADL, Multivariate: HR = 2.32, 95% CI 1.02–5.26, p = 0.044
NA
Sazonovs, 20207Failure ImmunogenicityTDELISA, Drug tolerant
cut-off: >10 AU/mL
ProactiveFirst-line: 100%SNP
genotyping/HLA imputation
39.0%HLA + had increased probability of TD only for ADL in monotherapy
No statistical data provided
HLA + had increased probability of ADA formation
IFX: HR = 1.92, 95% CI, 1.57–2.33
ADL: HR = 1.89, 95% CI, 1.32–2.70
Shimoda, 202334FailureTDNANo infoFirst-line: 100%SNP array genotyping19.6%HLA + had increased probability of TD
Multivariate: HR = 2.23, 95% CI 1.10–4.51, p = 0.026
NA
Spencer, 202214Failure ImmunogenicityTDHomogeneous mobility shift assay, Drug-tolerant
Cut-off: ≥ 1.19 µg/mL
ProactiveFirst-line: 77.9%
Second-line: 23.1%
SNP
Risk immune test
45.6%No difference according to HLA carriage
p = 0.58
No difference according to HLA carriage
HLA+: 10.6%, HLA–: 13.8%
HR = 0.7, 95% CI 0.2–2.0, p = 0.55
Suris Marin, 202135FailureLOR, TDNANo infoNo infoNo info39.4%HLA + had increased probability of LOR
Multivariate: HR = 1.90, 95% CI 1.14–3,31, p = 0.015
NA
Wilson, 201936Failure ImmunogenicityLOR, TD, AEELISA, Drug-sensitive
Cut-off: no info
No infoNo infoSNP
allelic discrimination
40.1%HLA + had increased probability of LOR and TD
LOR: HR = 2.34, 95% CI 1.41–3.88, p = 0.001
TD: HR = 2.27, 95% CI 1.46–3.43, p = 2.5 × 10–4
HLA + had increased probability of ADA formation HLA+: 25.7%, HLA –: 4.5%,
HR = 7.29, 95% CI 2.97–17.19, p = 1.5 × 10–5
Zhu, 202337ImmunogenicityNAELISA, Drug-tolerant
Cut-off: titres of 1:20 and ≥1.:60 were considered low- and high-titre, respectively.
ProactiveFirst-line: 94.2%
Second-line: 5.8%c
SNP
genotyping
36.5%NAHLA + had increased probability of ADA formation HLA+: 71.1%, HLA–: 43.9%, p = 0.01
OR = 2.94, 95% CI 1.19–7.3, p = 0.02

ADA, anti-drug antibodies; ADL, adalimumab; AE, adverse events; AU, arbitrary units; CD, Crohn’s disease; HLA, human leukocyte antigens; HLA-, non-carrier of HLA-DQA1*05; HLA+, carrier of HLA-DQA1*05; HR, hazard ratio; IC, immunochromatography; IFX, infliximab; OR, odds ratio; PCR-SSO, polymerase chain reaction-sequence specific oligonucleotide; PCR-SSP, polymerase chain reaction-sequence specific primer; PNR, primary non-response; SNP, single nucleotide polymorphism, LOR, secondary loss of response; TD, treatment discontinuation; UC, ulcerative colitis; WGS, whole-genome sequencing; wPCDAI, weighted Paediatric Crohn’s Disease Activity Index.

aThe outcomes were measured for events per each treatment, and not for patients as in the remaining included studies.

bThe data correspond to number of biologic treatments.

cHad received IFX previously.

Table 2

Main characteristics of the included studies: measured outcome, definitions of failure and immunogenicity to anti-TNFα treatment, determination and prevalence of HLA-DQA1*05, and relevant conclusions.

First author, yearOutcomeFailure definitionMeasure of immunogenicityTherapeutic drug monitoringLine of treatment with anti-TNFαDetermination of HLAPrevalence of HLAMain outcome for failure [HLA +/-]Immunogenicity outcome [HLA +/-]
Aleman Gonzalez, 202223FailureTDNANo infoNo infoNo info46.7%No difference according to HLA carriage
p = 0.3
NA
Angulo McGrath, 202112FailureLORNANo infoNo infoNo info42.0%HLA + had increased probability of LOR
Multivariate: HR = 2.32, 95% CI 1.07–5.02, p = 0.03
NA
Bangma, 202024ImmunogenicityNARadio-immunoassay, Drug-tolerant
Cut-off: ≥12 AU/mL
No infoNo infoSNP WGS and genome-wide genotyping array39.6%NANo difference according to HLA carriage
HLA+: 27%, HLA–: 20%
OR = 1.65, 95% CI 0.95–2.85, p = 0.075
Colman, 202113,25Failure ImmunogenicityLORECLIA, Drug tolerant
Cut-off [ng/mL]: low [22–200],
medium [201–1000], high [>1000]
Proactive1st line: 100%PCR-SSO49.0%No difference according to HLA carriage
HLA+: 24%, HLA–: 46%, p = 0.17
No difference according to HLA carriage
HLA+: 60.0%, HLA –: 69.2%, p = 0.69
Davis Gonzalez, 20229FailureaPNR, LOR, TD, AENANo infoFirst-line CD: 41.1%b
First-line UC: 45.2%b
PCR-SSPCD: 41.0%
UC: 38.0%
No difference according to HLA carriage
p >0.30 for the 4 outcomes assessed
NA
Doherty, 202326FailureTDNANo info1st line: 100%HLA imputation38.1%HLA + had increased probability of shorter TD but only for homozygous carriers
p = 0.007
NA
Fuentes Valenzuela, 202327FailurePNR, LOR, TD, AEΝΑProactiveFirst-line: 92.9%
Second-line: 7.1%
PCR-SSOCD: 42.2%
UC: 63.6%
HLA + had decreased probability of TD
HLA+: 15.4%, HLA–: 38.3%
HR = 0.31, 95% CI 0.12–0.81, p = 0.02
NA
Gonzalez, 202128Failure ImmunogenicityTDNo infoNo infoNo infoNo info39.1%No difference according to HLA carriage
HR = 2.36, 95% CI = 0.89–6.25, p = 0.06
HLA + had increased probability of ADA formation HLA+: 59%, HLA–: 24%, p = 0.002
HR = 4.54, 95% CI = 1.73–11.89
Gu, 202218Failurea ImmunogenicityTDNo infoNo infoNo infoPCR-SSO42.9%No difference according to HLA carriage
p = 0.89
HLA + had increased probability of ADA formation HLA+: 27.0%, HLA–: 10.7%, p = 0.01
Guardiola, 201929FailureLORNANo infoNo infoNo info31.0%HLA + had increased probability of LOR
Multivariate: HR = 3.5, 95% CI 1.6–7.5, p = 0.002
NA
Guardiola Capon, 202010FailureLORNANo infoNo infoNo info45.0%HLA + had increased probability of LOR
Multivariate HR = 2.74, 95% CI 1.2–6.2, p = 0.02
NA
Hu, 202119ImmunogenicityNATime to ADA detection by IC assay
Cut-off ≥ 30 ng/mL
ReactiveFirst-line: 100%SNP
genotyping
No infoNANo difference according to HLA carriage
No statistical data provided
Ioannou, 202130ImmunogenicityNACut-off: ≥ 10 AU/mLNo infoNo infoSNP WGSIFX: 41.9%
ADL: 50.9%
NAHLA + had increased probability of ADA formation, but only for ADL
IFX: HLA+: 32.2%, HLA–: 25.6%, p = 0.28
ADL: HLA+: 41.5%, HLA–: 15.7%, p = 0.004
Laserna Mendieta, 202311FailureTDNAReactiveFirst-line: 90.8%
Second-line: 9.2%
PCR-SSO & SNP genotypingPCR-SSO: 40.5%
SNP: 38.2%
No difference according to HLA carriage
PCR-SSO: HLA+: 52.8%, HLA–: 47.4%, p = 0.544
SNP: HLA+: 52.0%, HLA–: 48.1%, p = 0.668
NA
Lopez Blanco, 202231ImmunogenicityNAELISA
Cut-off ≥ 10 AU/mL
No infoNo infoPCR-SSO57.7%NANo difference according to HLA carriage
HLA+: 11.6%, HLA–: 10.2%
Pascual Oliver, 202332FailurePNR, LOR, AENANo
[specified that proactive approach was not followed]
First-line: 100%PCR-SSO42.4%No difference according to HLA carriage
p >0.30 for the three outcomes assessed
NA
Salvador Martín, 202333FailureTDNANo infoFirst-line: 93.5%
Second-line: 6.5%
SNP genotypingCD: 45.8%
UC: 40.8%
IFX: 43.0%
ADL: 48.2%
HLA + had increased probability of TD only for CD and ADL
CD, Multivariate: HR = 2.07, 95% CI 1.07–3.99, p = 0.030
UC, Multivariate: HR = 1.40, 95% CI, 0.68–2.89, p = 0.358
IFX, Multivariate: HR = 1.44, 95% CI 0.79–2.62, p = 0.237
ADL, Multivariate: HR = 2.32, 95% CI 1.02–5.26, p = 0.044
NA
Sazonovs, 20207Failure ImmunogenicityTDELISA, Drug tolerant
cut-off: >10 AU/mL
ProactiveFirst-line: 100%SNP
genotyping/HLA imputation
39.0%HLA + had increased probability of TD only for ADL in monotherapy
No statistical data provided
HLA + had increased probability of ADA formation
IFX: HR = 1.92, 95% CI, 1.57–2.33
ADL: HR = 1.89, 95% CI, 1.32–2.70
Shimoda, 202334FailureTDNANo infoFirst-line: 100%SNP array genotyping19.6%HLA + had increased probability of TD
Multivariate: HR = 2.23, 95% CI 1.10–4.51, p = 0.026
NA
Spencer, 202214Failure ImmunogenicityTDHomogeneous mobility shift assay, Drug-tolerant
Cut-off: ≥ 1.19 µg/mL
ProactiveFirst-line: 77.9%
Second-line: 23.1%
SNP
Risk immune test
45.6%No difference according to HLA carriage
p = 0.58
No difference according to HLA carriage
HLA+: 10.6%, HLA–: 13.8%
HR = 0.7, 95% CI 0.2–2.0, p = 0.55
Suris Marin, 202135FailureLOR, TDNANo infoNo infoNo info39.4%HLA + had increased probability of LOR
Multivariate: HR = 1.90, 95% CI 1.14–3,31, p = 0.015
NA
Wilson, 201936Failure ImmunogenicityLOR, TD, AEELISA, Drug-sensitive
Cut-off: no info
No infoNo infoSNP
allelic discrimination
40.1%HLA + had increased probability of LOR and TD
LOR: HR = 2.34, 95% CI 1.41–3.88, p = 0.001
TD: HR = 2.27, 95% CI 1.46–3.43, p = 2.5 × 10–4
HLA + had increased probability of ADA formation HLA+: 25.7%, HLA –: 4.5%,
HR = 7.29, 95% CI 2.97–17.19, p = 1.5 × 10–5
Zhu, 202337ImmunogenicityNAELISA, Drug-tolerant
Cut-off: titres of 1:20 and ≥1.:60 were considered low- and high-titre, respectively.
ProactiveFirst-line: 94.2%
Second-line: 5.8%c
SNP
genotyping
36.5%NAHLA + had increased probability of ADA formation HLA+: 71.1%, HLA–: 43.9%, p = 0.01
OR = 2.94, 95% CI 1.19–7.3, p = 0.02
First author, yearOutcomeFailure definitionMeasure of immunogenicityTherapeutic drug monitoringLine of treatment with anti-TNFαDetermination of HLAPrevalence of HLAMain outcome for failure [HLA +/-]Immunogenicity outcome [HLA +/-]
Aleman Gonzalez, 202223FailureTDNANo infoNo infoNo info46.7%No difference according to HLA carriage
p = 0.3
NA
Angulo McGrath, 202112FailureLORNANo infoNo infoNo info42.0%HLA + had increased probability of LOR
Multivariate: HR = 2.32, 95% CI 1.07–5.02, p = 0.03
NA
Bangma, 202024ImmunogenicityNARadio-immunoassay, Drug-tolerant
Cut-off: ≥12 AU/mL
No infoNo infoSNP WGS and genome-wide genotyping array39.6%NANo difference according to HLA carriage
HLA+: 27%, HLA–: 20%
OR = 1.65, 95% CI 0.95–2.85, p = 0.075
Colman, 202113,25Failure ImmunogenicityLORECLIA, Drug tolerant
Cut-off [ng/mL]: low [22–200],
medium [201–1000], high [>1000]
Proactive1st line: 100%PCR-SSO49.0%No difference according to HLA carriage
HLA+: 24%, HLA–: 46%, p = 0.17
No difference according to HLA carriage
HLA+: 60.0%, HLA –: 69.2%, p = 0.69
Davis Gonzalez, 20229FailureaPNR, LOR, TD, AENANo infoFirst-line CD: 41.1%b
First-line UC: 45.2%b
PCR-SSPCD: 41.0%
UC: 38.0%
No difference according to HLA carriage
p >0.30 for the 4 outcomes assessed
NA
Doherty, 202326FailureTDNANo info1st line: 100%HLA imputation38.1%HLA + had increased probability of shorter TD but only for homozygous carriers
p = 0.007
NA
Fuentes Valenzuela, 202327FailurePNR, LOR, TD, AEΝΑProactiveFirst-line: 92.9%
Second-line: 7.1%
PCR-SSOCD: 42.2%
UC: 63.6%
HLA + had decreased probability of TD
HLA+: 15.4%, HLA–: 38.3%
HR = 0.31, 95% CI 0.12–0.81, p = 0.02
NA
Gonzalez, 202128Failure ImmunogenicityTDNo infoNo infoNo infoNo info39.1%No difference according to HLA carriage
HR = 2.36, 95% CI = 0.89–6.25, p = 0.06
HLA + had increased probability of ADA formation HLA+: 59%, HLA–: 24%, p = 0.002
HR = 4.54, 95% CI = 1.73–11.89
Gu, 202218Failurea ImmunogenicityTDNo infoNo infoNo infoPCR-SSO42.9%No difference according to HLA carriage
p = 0.89
HLA + had increased probability of ADA formation HLA+: 27.0%, HLA–: 10.7%, p = 0.01
Guardiola, 201929FailureLORNANo infoNo infoNo info31.0%HLA + had increased probability of LOR
Multivariate: HR = 3.5, 95% CI 1.6–7.5, p = 0.002
NA
Guardiola Capon, 202010FailureLORNANo infoNo infoNo info45.0%HLA + had increased probability of LOR
Multivariate HR = 2.74, 95% CI 1.2–6.2, p = 0.02
NA
Hu, 202119ImmunogenicityNATime to ADA detection by IC assay
Cut-off ≥ 30 ng/mL
ReactiveFirst-line: 100%SNP
genotyping
No infoNANo difference according to HLA carriage
No statistical data provided
Ioannou, 202130ImmunogenicityNACut-off: ≥ 10 AU/mLNo infoNo infoSNP WGSIFX: 41.9%
ADL: 50.9%
NAHLA + had increased probability of ADA formation, but only for ADL
IFX: HLA+: 32.2%, HLA–: 25.6%, p = 0.28
ADL: HLA+: 41.5%, HLA–: 15.7%, p = 0.004
Laserna Mendieta, 202311FailureTDNAReactiveFirst-line: 90.8%
Second-line: 9.2%
PCR-SSO & SNP genotypingPCR-SSO: 40.5%
SNP: 38.2%
No difference according to HLA carriage
PCR-SSO: HLA+: 52.8%, HLA–: 47.4%, p = 0.544
SNP: HLA+: 52.0%, HLA–: 48.1%, p = 0.668
NA
Lopez Blanco, 202231ImmunogenicityNAELISA
Cut-off ≥ 10 AU/mL
No infoNo infoPCR-SSO57.7%NANo difference according to HLA carriage
HLA+: 11.6%, HLA–: 10.2%
Pascual Oliver, 202332FailurePNR, LOR, AENANo
[specified that proactive approach was not followed]
First-line: 100%PCR-SSO42.4%No difference according to HLA carriage
p >0.30 for the three outcomes assessed
NA
Salvador Martín, 202333FailureTDNANo infoFirst-line: 93.5%
Second-line: 6.5%
SNP genotypingCD: 45.8%
UC: 40.8%
IFX: 43.0%
ADL: 48.2%
HLA + had increased probability of TD only for CD and ADL
CD, Multivariate: HR = 2.07, 95% CI 1.07–3.99, p = 0.030
UC, Multivariate: HR = 1.40, 95% CI, 0.68–2.89, p = 0.358
IFX, Multivariate: HR = 1.44, 95% CI 0.79–2.62, p = 0.237
ADL, Multivariate: HR = 2.32, 95% CI 1.02–5.26, p = 0.044
NA
Sazonovs, 20207Failure ImmunogenicityTDELISA, Drug tolerant
cut-off: >10 AU/mL
ProactiveFirst-line: 100%SNP
genotyping/HLA imputation
39.0%HLA + had increased probability of TD only for ADL in monotherapy
No statistical data provided
HLA + had increased probability of ADA formation
IFX: HR = 1.92, 95% CI, 1.57–2.33
ADL: HR = 1.89, 95% CI, 1.32–2.70
Shimoda, 202334FailureTDNANo infoFirst-line: 100%SNP array genotyping19.6%HLA + had increased probability of TD
Multivariate: HR = 2.23, 95% CI 1.10–4.51, p = 0.026
NA
Spencer, 202214Failure ImmunogenicityTDHomogeneous mobility shift assay, Drug-tolerant
Cut-off: ≥ 1.19 µg/mL
ProactiveFirst-line: 77.9%
Second-line: 23.1%
SNP
Risk immune test
45.6%No difference according to HLA carriage
p = 0.58
No difference according to HLA carriage
HLA+: 10.6%, HLA–: 13.8%
HR = 0.7, 95% CI 0.2–2.0, p = 0.55
Suris Marin, 202135FailureLOR, TDNANo infoNo infoNo info39.4%HLA + had increased probability of LOR
Multivariate: HR = 1.90, 95% CI 1.14–3,31, p = 0.015
NA
Wilson, 201936Failure ImmunogenicityLOR, TD, AEELISA, Drug-sensitive
Cut-off: no info
No infoNo infoSNP
allelic discrimination
40.1%HLA + had increased probability of LOR and TD
LOR: HR = 2.34, 95% CI 1.41–3.88, p = 0.001
TD: HR = 2.27, 95% CI 1.46–3.43, p = 2.5 × 10–4
HLA + had increased probability of ADA formation HLA+: 25.7%, HLA –: 4.5%,
HR = 7.29, 95% CI 2.97–17.19, p = 1.5 × 10–5
Zhu, 202337ImmunogenicityNAELISA, Drug-tolerant
Cut-off: titres of 1:20 and ≥1.:60 were considered low- and high-titre, respectively.
ProactiveFirst-line: 94.2%
Second-line: 5.8%c
SNP
genotyping
36.5%NAHLA + had increased probability of ADA formation HLA+: 71.1%, HLA–: 43.9%, p = 0.01
OR = 2.94, 95% CI 1.19–7.3, p = 0.02

ADA, anti-drug antibodies; ADL, adalimumab; AE, adverse events; AU, arbitrary units; CD, Crohn’s disease; HLA, human leukocyte antigens; HLA-, non-carrier of HLA-DQA1*05; HLA+, carrier of HLA-DQA1*05; HR, hazard ratio; IC, immunochromatography; IFX, infliximab; OR, odds ratio; PCR-SSO, polymerase chain reaction-sequence specific oligonucleotide; PCR-SSP, polymerase chain reaction-sequence specific primer; PNR, primary non-response; SNP, single nucleotide polymorphism, LOR, secondary loss of response; TD, treatment discontinuation; UC, ulcerative colitis; WGS, whole-genome sequencing; wPCDAI, weighted Paediatric Crohn’s Disease Activity Index.

aThe outcomes were measured for events per each treatment, and not for patients as in the remaining included studies.

bThe data correspond to number of biologic treatments.

cHad received IFX previously.

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