| Literature DB >> 35370422 |
Agnieszka Karczmarczyk1, Maciej Korpysz2, Sylwia Bilska3, Joanna Purkot1, Marek Hus3, Krzysztof Giannopoulos1,4.
Abstract
Purpose: Among hematological malignancies, the expression profile of programmed cell death-1 (PD-1) and its ligands in multiple myeloma (MM) is still debated by numerous research groups. In current study, we characterized the expression of PD-1 and its ligands both on RNA and protein levels in MM patients. We have also attempted to analyze whether daratumumab therapy might overcome CD38-mediated immunosuppression that inhibits in particular CD8+ T-cell function. Patients andEntities:
Keywords: PD-1; PD-L1; PD-L2; daratumumab; multiple myeloma
Year: 2022 PMID: 35370422 PMCID: PMC8974248 DOI: 10.2147/CMAR.S351383
Source DB: PubMed Journal: Cancer Manag Res ISSN: 1179-1322 Impact factor: 3.989
Clinical Characteristics of the Studied Groups
| Characteristics | Flow Cytometry BMMCs | qRT-PCR CD138+ PCs | qRT-PCR BMMCs |
|---|---|---|---|
| Number of patients | 98 | 30 | 38 |
| Age, years | |||
| Median | 65 | 69 | 65 |
| Range | 38–85 | 50–82 | 42–82 |
| Gender, n (%) | |||
| Female | 50 (51.02) | 21 (70.0) | 11 (28.95) |
| Male | 48 (48.98) | 9 (30.0) | 27 (71.05) |
| International staging system (ISS), n (%) | |||
| I | 27 (27.56) | 4 (13.33) | 10 (26.32) |
| II | 30 (30.61) | 13 (43.33) | 14 (36.84) |
| III | 35 (35.71) | 11 (36.67) | 12 (31.58) |
| Not available | 6 (6.12) | 2 (6.67) | 2 (5.26) |
| Monoclonal protein type, n (%) | |||
| IgG | 60 (61.22) | 17 (56.66) | 23 (60.53) |
| IgA | 21 (21.43) | ||
| Light chain | 12 (12.24) | ||
| Not available | 5 (5.11) | ||
| Monoclonal protein concentration, n (%)* | |||
| < 3 g/dl | 43 (43.88) | 13 (43.33) | 19 (50.0) |
| ≥ 3 g/dl | 36 (36.73) | 10 (33.34) | 17 (44.74) |
| Not available | 19 (19.39) | 7 (23.33) | 2 (5.26) |
| Plasma cell (%) | |||
| Median | 25 | 37 | 18 |
| Range | 10–84 | 10–84 | 10–80 |
| Hemoglobin, n (%) | |||
| < 10 g/dl | 32 (32.65) | 14 (46.67) | 10 (26.32) |
| ≥ 10 g/dl | 62 (63.27) | ||
| Not available | 4 (4.08) | ||
| Serum creatinine, n (%) | |||
| < 2 mg/dl | 81 (82.65) | 25 (83.33) | 30 (78.95) |
| ≥2 mg/dl | 14 (14.29) | ||
| Not available | 3 (3.06) | ||
| Serum calcium, n (%) | |||
| < 2.55 mmol/l | 73 (74.49) | 23 (76.67) | 27 (71.05) |
| ≥ 2.55 mmol/l | 17 (17.35) | 6 (20.0) | 6 (15.79) |
| Not available | 8 (8.16) | 1 (3.33) | 5 (13.16) |
| Lactate dehydrogenase, n (%) | |||
| Normal | 63 (64.29) | 20 (66.67) | 24 (63.16) |
| High | 4 (4.08) | 3 (10.00) | 2 (5.26) |
| Not available | 31 (31.63) | 7 (23.33) | 12 (31.58) |
| High risk cytogenetics, n (%)** | |||
| Yes | 17 (17.35) | 3 (10.0) | 8 (21.05) |
| No | 39 (39.80) | 7 (23.33) | 16 (42.11) |
| Not available | 42 (42.85) | 20 (66.67) | 14 (36.84) |
Notes: *Intact immunoglobulin MM; **del17p, t(4;14) or t(14;16).
Abbreviations: BMMCs, bone marrow mononuclear cells; PCs, plasma cells; qRT-PCR, quantitative reverse transcriptase-polymerase chain reaction.
Clinical Characteristics of the Groups Analyzed for PD-1 and PD-1L Expression on CD4+ and CD8+ Cells
| Characteristics | BMMCs | PBMCs |
|---|---|---|
| Numbers of patients | 45 | 21 |
| Age, years | ||
| Median | 67.5 | 63 |
| Range | 42–82 | 43–85 |
| Gender, n (%) | ||
| Female | 24 (53.33) | 12 (57.14) |
| Male | 21 (46.67) | 9 (42.86) |
| International staging system (ISS), n (%) | ||
| I | 14 (31.11) | 6 (28.57) |
| II | 14 (31.11) | 4 (19.05) |
| III | 16 (35.56) | 10 (47.62) |
| Not available | 1 (2.22) | 1 (4.76) |
| Monoclonal protein type, n (%) | ||
| IgG | 26 (57.78) | 11 (52.38) |
| IgA | 12 (26.67) | 9 (42.86) |
| Light chain | 7 (15.55) | 1 (4.76) |
| Monoclonal protein concentration, n (%)* | ||
| < 3 g/dl | 26 (57.78) | 13 (61.90) |
| ≥ 3 g/dl | 12 (26.67) | |
| Not available | 7 (15.55) | |
| Plasma cell (%) | ||
| Median | 20 | 35 |
| Range | 10–89 | 10–80 |
| Hemoglobin, n (%) | ||
| < 10 g/dl | 12 (26.67) | 10 (47.62) |
| ≥ 10 g/dl | 33 (73.33) | 11 (52.38) |
| Serum creatinine, n (%) | ||
| < 2 mg/dl | 40 (88.89) | 10 (47.62) |
| ≥2 mg/dl | 5 (11.11) | 11 (52.38) |
| Serum calcium, n (%) | ||
| < 2.55 mmol/l | 25 (55.56) | 13 (61.91) |
| ≥ 2.55 mmol/l | 4 (8.89) | 6 (28.57) |
| Not available | 16 (35.55) | 2 (9.52) |
| Lactate dehydrogenase, n (%) | ||
| Normal | 26 (57.78) | 9 (42.86) |
| High | 2 (4.44) | 4 (19.05) |
| Not available | 17 (37.78) | 8 (38.09) |
| High risk cytogenetics, n (%)** | ||
| Yes | 3 (6.67) | 8 (38.09) |
| No | 11 (24.44) | 4 (19.05) |
| Not available | 31 (68.89) | 9 (42.86) |
Notes: *Intact immunoglobulin MM; **del17p, t(4;14) or t(14;16).
Abbreviations: BMMCs, bone marrow mononuclear cells; PBMCs, peripheral blood mononuclear cells.
Primers Sequences
| Transcript Name | Sequences of Primers |
|---|---|
| PD-1_fl | F: 5’-CTCAGGGTGACAGAGAGAAG-3’ |
| R: 5’-GACACCAACCACCAGGGTTT-3’ | |
| PD-1_ Δex2 | F: 5’-GGTTCTTAGAGAGAAGGGCA-3’ |
| R: 5’-GACACCAACCACCAGGGTTT-3’ | |
| PD-1_ Δex3 | F: 5’-AGGGTGACAGGGACAATAGG-3’ |
| R: 5’-CCATAGTCCACAGAGAACAC-3’ | |
| PD-1_ Δex2,3 | F: 5’-TGGTTCTTAGGGACAATAGG-3ʹ |
| R: 5’-TCTTCTCTCGCCACTGGAAA-3’ | |
| Δex2,3,4_PD-1 | F: 5’-TGGTTCTTAGAAGGAGGACC-3’ |
| R: 5’-TCTTCTCTCGCCACTGGAAA-3’ | |
| PD-L1_fl | F: 5’-TATGGTGGTGCCGACTACAA-3’ |
| R: 5’- TGCTTGTCCAGATGACTTCG-3’ | |
| PD-L1_ Δex2 | F: 5’-ACGCCCCATACAACAAAATC-3’ |
| R: 5’-CTCTTGGAATTGGTGGTGGT-3’ | |
| PD-L2_ fl | F: 5’-GACTCTGAAAGTCAAAGCTTCC-3’ |
| R: 5ʹTCAATGCTGGCCAAAGTAAG-3’ | |
| PD-L2_ Δex3 | F: 5’-CTGAAAGTCAAAGGTCAGATGG-3’ |
| R: 5’-TGTCACCACAACAAAGAGGG-3’ | |
| PD-L2_ Δex3,fs | F: 5’-GAAAGAGCCACTTTGCTGGA-3’ |
| R: 5’-TCCTGGGTTCCATCTTTGAC-3’ |
Abbreviations: F, forward; R, reverse; PD-1_fl, full length PD-1; PD-1_ Δex2, PD-1 lacking exon 2; PD-1_Δex3, PD-1 lacking exon 3; PD-1_ Δex2,3, PD-1 lacking exons 2 and 3; PD-1_ Δex2,3,4, PD-1 lacking exons 2, 3 and 4; PD-L1_fl, full length PD-L1; PD-L1_ Δex2, PD-L1 lacking exon 2; PD-L2_fl, full length PD-L2; PD-L2_ Δex3, PD-L2 lacking exon 3, without a frame shift; PD-L2_ Δex3,fs, PD-L2 lacking exon 3, with a frame shift.
Median Expression of PDCD1, PDCD1LG1, PDCD1LG2 and Their Splicing Variants
| Splicing Variant | PCs | BMMCs | Statistical Significance ( |
|---|---|---|---|
| fl_PD-1 | 0.0803 | 0.0989 | 0.0006 |
| Δex2_PD-1 | 0.0151 | 0.0703 | 0.0001 |
| Δex3_PD-1 | 0.0648 | 0.0787 | 0.0002 |
| Δex2,3_PD-1 | 0.000 | 0.0610 | 0.0013 |
| Δex2,3,4_PD-1 | 0.0629 | 0.0691 | 0.0185 |
| fl_PD-L1 | 0.2495 | 0.1507 | < 0.0001 |
| Δex2_PD-L1 | 0.2603 | 0.1437 | < 0.0001 |
| fl_PD-L2 | 0.1471 | 0.1011 | < 0.0001 |
| Δex3_PD-L2 | 0.1404 | 0.0817 | < 0.0001 |
| Δex3,fs_PD-L2 | 0.0669 | 0.0567 | 0.0126 |
Notes: The PDCD1, PDCD1LG1, PDCD1LG2 and their splicing variants mRNA expression was calculated as inverse ratio of the difference in cycle threshold (1/ΔCt) method. ΔCt is the difference between the Ct value of the target gene and the Ct value of GAPDH gene.
Abbreviations: PCs, plasma cells; BMMCs, bone marrow mononuclear cells.
Figure 1The surface expression of PD-1 on plasma cells and B cells in BM (N=98) of MM patients and B cells derived from PB of HVs (N=10). The central line shows the median.
Figure 2The proportion of PD-L1- and PD-L2-expressing plasma cells and B cells in the bone marrow of patients with multiple myeloma. The central line shows the median.
Figure 3The comparison of PD-1 expression on CD4+ and CD8+ T cells in BM (N=45) (B) and PB (N=21) (A) of MM patients. The central line shows the median.
Figure 4The surface expression of PD-1 on CD8+ (A) and CD4+ (B) T cells in PB (N=21) and BM (n=45) of MM patients and HVs (N=30). The central line shows the median.
Figure 5The comparison of PD-1-expression T cells determined by mean fluorescence intensity (MFI) in peripheral blood of RRMM patients before and after 5 cycles of daratumumab treatment. The central line shows the median.