We discuss different pre-infusion, post-infusion and post-CAR T-cell relapse prognostic factors influencing the outcomes of anti-CD19 CAR T-cell therapy in patients with relapsed or refractory large B-cell lymphomas. Despite the overall positive results of anti-CD19 CAR T-cell therapy, a significant percentage of patients relapse. We summarize the efforts made to identify predictive factors for response and durable remissions and survival. In the pre-infusion setting, the patient-related factors discussed include Eastern Cooperative Oncology Group performance status, age, and comorbidities. Disease-related factors like tumor burden, histology, and biological features are also considered. In addition, inflammation-related factors and CAR T-cell product-related factors are considered. After CAR T-cell infusion, factors such as disease response assessed by 18FDG-PET/CT scan, liquid biopsy monitoring, and CAR T-cell expansion become crucial in predicting survival outcomes. Response to 18FDG-PET/CT scan is a widely used test for confirming response and predicting survival. Liquid biopsy, in combination with 18FDG-PET/CT scan, has shown potential in predicting outcomes. CAR T-cell expansion and persistence have shown mixed effects on survival, with some studies indicating their association with response. In the setting of post-CAR T-cell relapse, prognostic factors include refractory disease, time of relapse, and elevated lactate dehydrogenase levels at CAR T-cell infusion. Enrollment in clinical trials is crucial for improving outcomes in these patients. Overall, we discuss a comprehensive overview of prognostic factors that can influence the outcomes of anti-CD19 CAR T-cell therapy in patients with relapsed or refractory large B-cell lymphomas, highlighting the need for personalized approaches in treatment decision-making.

1.
Neelapu
SS
,
Locke
FL
,
Bartlett
NL
, et al.
Axicabtagene ciloleucel CAR T-cell therapy in refractory large B-cell lymphoma
.
N Engl J Med
.
2017
;
377
(
26
):
2531
-
2544
.
doi:10.1056/NEJMoa1707447
.
2.
Schuster
SJ
,
Bishop
MR
,
Tam
CS
, et al
;
JULIET Investigators
.
Tisagenlecleucel in adult relapsed or refractory diffuse large B-cell lymphoma
.
N Engl J Med
.
2019
;
380
(
1
):
45
-
56
.
doi:10.1056/NEJMoa1804980
.
3.
Abramson
JS
,
Palomba
ML
,
Gordon
LI
, et al.
Lisocabtagene maraleucel for patients with relapsed or refractory large B-cell lymphomas (TRANSCEND NHL 001): a multicentre seamless design study
.
Lancet
.
2020
;
396
(
10254
):
839
-
852
.
doi:10.1016/S0140-6736(20)31366-0
.
4.
Locke
FL
,
Miklos
DB
,
Jacobson
CA
, et al
;
All ZUMA-7 Investigators and Contributing Kite Members
.
Axicabtagene ciloleucel as second-line therapy for large B-cell lymphoma
.
N Engl J Med
.
2022
;
386
(
7
):
640
-
654
.
doi:10.1056/NEJMoa2116133
.
5.
Kamdar
M
,
Solomon
SR
,
Arnason
J
, et al
;
TRANSFORM Investigators
.
Lisocabtagene maraleucel versus standard of care with salvage chemotherapy followed by autologous stem cell transplantation as second-line treatment in patients with relapsed or refractory large B-cell lymphoma (TRANSFORM): results from an interim analysis of an open-label, randomised, phase 3 trial
.
Lancet
.
2022
;
399
(
10343
):
2294
-
2308
.
doi:10.1016/S0140-6736(22)00662-6
.
6.
Locke
FL
,
Ghobadi
A
,
Jacobson
CA
, et al.
Long-term safety and activity of axicabtagene ciloleucel in refractory large B-cell lymphoma (ZUMA-1): a single-arm, multicentre, phase 1-2 trial
.
Lancet Oncol
.
2019
;
20
(
1
):
31
-
42
.
doi:10.1016/S1470-2045(18)30864-7
.
7.
Jacobson
CA
,
Hunter
BD
,
Redd
R
, et al.
Axicabtagene ciloleucel in the non-trial setting: outcomes and correlates of response, resistance, and toxicity
.
J Clin Oncol
.
2020
;
38
(
27
):
3095
-
3106
.
doi:10.1200/JCO.19.02103
.
8.
Kittai
AS
,
Huang
Y
,
Gordon
M
, et al.
Comorbidities predict inferior survival in patients receiving chimeric antigen receptor T cell therapy for diffuse large B cell lymphoma: a multicenter analysis
.
Transplant Cell Ther
.
2021
;
27
(
1
):
46
-
52
.
doi:10.1016/j.bbmt.2020.09.028
.
9.
Nastoupil
LJ
,
Jain
MD
,
Feng
L
, et al.
Standard-of-care axicabtagene ciloleucel for relapsed or refractory large B-cell lymphoma: results from the US lymphoma CAR T consortium
.
J Clin Oncol
.
2020
;
38
(
27
):
3119
-
3128
.
doi:10.1200/JCO.19.02104
.
10.
Jacobson
CA
,
Locke
FL
,
Ma
L
, et al.
Real-world evidence of axicabtagene ciloleucel for the treatment of large B cell lymphoma in the United States
.
Transplant Cell Ther
.
2022
;
28
(
9
):
581.e1
-
581581.e8
.
doi:10.1016/j.jtct.2022.05.026
.
11.
Kwon
M
,
Iacoboni
G
,
Reguera
JL
, et al.
Axicabtagene ciloleucel compared to tisagenlecleucel for the treatment of aggressive B-cell lymphoma
.
Haematologica
.
2023
;
108
(
1
):
110
-
121
.
doi:10.3324/haematol.2022.280805
.
12.
Dreger
P
,
Holtick
U
,
Subklewe
M
, et al
;
German Lymphoma Alliance (GLA)
;
German stem cell transplantation registry (DRST)
.
Impact of age on outcome of CAR-T cell therapies for large B-cell lymphoma: the GLA/DRST experience
.
Bone Marrow Transpl
.
2023
;
58
(
2
):
229
-
232
.
doi:10.1038/s41409-022-01867-4
.
13.
Shouse
G
,
Danilov
AV
,
Artz
A
.
CAR T-cell therapy in the older person: indications and risks
.
Curr Oncol Rep
.
2022
;
24
(
9
):
1189
-
1199
.
doi:10.1007/s11912-022-01272-6
.
14.
Smith
M
,
Dai
A
,
Ghilardi
G
, et al.
Gut microbiome correlates of response and toxicity following anti-CD19 CAR T cell therapy
.
Nat Med
.
2022
;
28
(
4
):
713
-
723
.
doi:10.1038/s41591-022-01702-9
.
15.
Trujillo
JA
,
Godfrey
J
,
Hu
Y
, et al.
Primary resistance to CD19-directed chimeric antigen receptor T-cell therapy in T-cell/histiocyte-rich large B-cell lymphoma
.
Blood
.
2021
;
137
(
24
):
3454
-
3459
.
doi:10.1182/blood.2020009148
.
16.
Ali
A
,
Goy
A
,
Dunleavy
K
.
CAR T-cell therapy in highly aggressive B-cell lymphoma: emerging biological and clinical insights
.
Blood
.
2022
;
140
(
13
):
1461
-
1469
.
doi:10.1182/blood.2022016226
.
17.
Garcia-Recio
M
,
Wudhikarn
K
,
Pennisi
M
, et al.
The international prognostic index is associated with outcomes in diffuse large B cell lymphoma after chimeric antigen receptor T cell therapy
.
Transplant Cell Ther
.
2021
;
27
(
3
):
233
-
240
.
doi:10.1016/j.jtct.2020.10.022
.
18.
Dean
EA
,
Mhaskar
RS
,
Lu
H
, et al.
High metabolic tumor volume is associated with decreased efficacy of axicabtagene ciloleucel in large B-cell lymphoma
.
Blood Adv
.
2020
;
4
(
14
):
3268
-
3276
.
doi:10.1182/bloodadvances.2020001900
.
19.
Vercellino
L
,
Di Blasi
R
,
Kanoun
S
, et al.
Predictive factors of early progression after CAR T-cell therapy in relapsed/refractory diffuse large B-cell lymphoma
.
Blood Adv
.
2020
;
4
(
22
):
5607
-
5615
.
doi:10.1182/bloodadvances.2020003001
.
20.
Roddie
C
,
Neill
L
,
Osborne
W
, et al.
Effective bridging therapy can improve CD19 CAR-T outcomes while maintaining safety in patients with large B-cell lymphoma
.
Blood Adv
.
2023
;
7
(
12
):
2872
-
2883
.
doi:10.1182/bloodadvances.2022009019
.
21.
Bethge
WA
,
Martus
P
,
Schmitt
M
, et al.
GLA/DRST real-world outcome analysis of CAR T-cell therapies for large B-cell lymphoma in Germany
.
Blood
.
2022
;
140
(
4
):
349
-
358
.
doi:10.1182/blood.2021015209
.
22.
Shouval
R
,
Fein
JA
,
Labopin
M
, et al.
Development and validation of a disease risk stratification system for patients with haematological malignancies: a retrospective cohort study of the European Society for Blood and Marrow Transplantation registry
.
Lancet Haematol
.
2021
;
8
(
3
):
e205
-
e215
.
doi:10.1016/S2352-3026(20)30394-X
.
23.
Jain
MD
,
Ziccheddu
B
,
Coughlin
CA
, et al.
Whole-genome sequencing reveals complex genomic features underlying anti-CD19 CAR T-cell treatment failures in lymphoma
.
Blood
.
2022
;
140
(
5
):
491
-
503
.
doi:10.1182/blood.2021015008
.
24.
Cherng
H-J
,
Sun
R
,
Sugg
B
, et al.
Risk assessment with low-pass whole- genome sequencing of cell-free DNA before CD19 CAR T-cell therapy for large B-cell lymphoma
.
Blood
.
2022
;
140
(
5
):
504
-
515
.
doi:10.1182/blood.2022015601
.
25.
Locke
FL
,
Rossi
JM
,
Neelapu
SS
, et al.
Tumor burden, inflammation, and product attributes determine outcomes of axicabtagene ciloleucel in large B-cell lymphoma
.
Blood Adv
.
2020
;
4
(
19
):
4898
-
4911
.
doi:10.1182/bloodadvances.2020002394
.
26.
Monfrini
C
,
Stella
F
,
Aragona
V
, et al.
Phenotypic composition of commercial anti-CD19 CAR T cells affects in vivo expansion and disease response in patients with large B-cell lymphoma
.
Clin Cancer Res
.
2022
;
28
(
15
):
3378
-
3386
.
doi:10.1158/1078-0432.CCR-22-0164
.
27.
Deng
Q
,
Han
G
,
Puebla-Osorio
N
, et al.
Characteristics of anti-CD19 CAR T cell infusion products associated with efficacy and toxicity in patients with large B cell lymphomas
.
Nat Med
.
2020
;
26
(
12
):
1878
-
1887
.
doi:10.1038/s41591-020-1061-7
.
28.
Bachy
E
,
Le Gouill
S
,
Di Blasi
R
, et al.
A real-world comparison of tisagenlecleucel and axicabtagene ciloleucel CAR T cells in relapsed or refractory diffuse large B cell lymphoma
.
Nat Med
.
2022
;
28
(
10
):
2145
-
2154
.
doi:10.1038/s41591-022-01969-y
.
29.
Kuhnl
A
,
Roddie
C
,
Kirkwood
AA
, et al.
Early FDG-PET response predicts CAR-T failure in large B-cell lymphoma
.
Blood Adv
.
2022
;
6
(
1
):
321
-
326
.
doi:10.1182/bloodadvances.2021005807
.
30.
Al Zaki
A
,
Feng
L
,
Watson
G
, et al.
Day 30 SUVmax predicts progression in patients with lymphoma achieving PR/SD after CAR T-cell therapy
.
Blood Adv
.
2022
;
6
(
9
):
2867
-
2871
.
doi:10.1182/bloodadvances.2021006715
.
31.
Guidetti
A
,
Dodero
A
,
Lorenzoni
A
, et al.
Combination of Deauville score and quantitative positron emission tomography parameters as a predictive tool of anti-CD19 chimeric antigen receptor T-cell efficacy
.
Cancer
.
2023
;
129
(
2
):
255
-
263
.
doi:10.1002/cncr.34532
.
32.
Frank
MJ
,
Hossain
NM
,
Bukhari
A
, et al.
Monitoring of circulating tumor DNA improves early relapse detection after axicabtagene ciloleucel infusion in large B-cell lymphoma: results of a prospective multi-institutional trial
.
J Clin Oncol
.
2021
;
39
(
27
):
3034
-
3043
.
doi:10.1200/JCO.21.00377
.
33.
Kurtz
DM
,
Soo
J
,
Co Ting Keh
L
, et al.
Enhanced detection of minimal residual disease by targeted sequencing of phased variants in circulating tumor DNA
.
Nat Biotechnol
.
2021
;
39
(
12
):
1537
-
1547
.
doi:10.1038/s41587-021-00981-w
.
34.
Mutter
JA
,
Alig
SK
,
Esfahani
MS
, et al.
Circulating tumor DNA profiling for detection, risk stratification, and classification of brain lymphomas
.
J Clin Oncol
.
2023
;
41
(
9
):
1684
-
1694
.
doi:10.1200/JCO.22.00826
.
35.
Westin
JR
,
Oluwole
OO
,
Kersten
MJ
, et al
;
ZUMA-7 Investigators
;
Kite Members
.
Survival with axicabtagene ciloleucel in large B-cell lymphoma
.
N Engl J Med
.
2023
;
389
(
2
):
148
-
157
.
doi:10.1056/NEJMoa2301665
.
36.
Zurko
J
,
Nizamuddin
I
,
Epperla
N
, et al.
Peri-CAR-T practice patterns and survival predictors for all CAR-T patients and post-CAR-T failure in aggressive B-NHL
.
Blood Adv
.
2023
;
7
(
12
):
2657
-
2669
.
doi:10.1182/bloodadvances.2022008240
.
37.
Di Blasi
R
,
Le Gouill
S
,
Bachy
E
, et al.
Outcomes of patients with aggressive B-cell lymphoma after failure of anti-CD19 CAR T-cell therapy: a DESCAR-T analysis
.
Blood
.
2022
;
140
(
24
):
2584
-
2593
.
doi:10.1182/blood.2022016945
.
38.
Alarcon Tomas
A
,
Fein
JA
,
Fried
S
, et al.
Outcomes of first therapy after CD19-CAR-T treatment failure in large B-cell lymphoma
.
Leukemia
.
2023
;
37
(
1
):
154
-
163
.
doi:10.1038/s41375-022-01739-2
.
39.
Iacoboni
G
,
Iraola-Truchuelo
J
,
Mussetti
A
.
Salvage treatment with novel agents is preferable to standard chemotherapy in patients with large B-cell lymphoma progressing after chimeric antigen receptor T-cell therapy
.
Blood
. (
2022
)
140
:
378
-
380
.
doi:10.1182/blood-2022-169219
.
40.
Spiegel
JY
,
Dahiya
S
,
Jain
MD
, et al.
Outcomes of patients with large B-cell lymphoma progressing after axicabtagene ciloleucel
.
Blood
.
2020
;
140
(
Supplement 1
):
378
380
.
doi:10.1182/blood-2022-169219
.
41.
Chow
VA
,
Gopal
AK
,
Maloney
DG
, et al.
Outcomes of patients with large B-cell lymphomas and progressive disease following CD19-specific CAR T-cell therapy
.
Am J Hematol
.
2019
;
94
(
8
):
E209
-
E213
.
doi:10.1002/ajh.25505
.
42.
Iacoboni
G
,
Simó
M
,
Villacampa
G
, et al.
Prognostic impact of total metabolic tumor volume in large B-cell lymphoma patients receiving CAR T-cell therapy
.
Ann Hematol
.
2021
;
100
(
9
):
2303
-
2310
.
doi:10.1007/s00277-021-04560-6
.
43.
Shouval
R
,
Alarcon Tomas
A
,
Fein
JA
, et al.
Impact of TP53 genomic alterations in large B-cell lymphoma treated with CD19-chimeric antigen receptor T-cell therapy
.
J Clin Oncol
.
2022
;
40
(
4
):
369
-
381
.
doi:10.1200/JCO.21.02143
.
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