| Literature DB >> 35740597 |
Birgitte Sandfeld-Paulsen1, Ninna Aggerholm-Pedersen2,3, Mie Hessellund Samson1, Holger Jon Møller1.
Abstract
Multiple Myeloma (MM) often present with unspecific symptoms, which can lead to diagnostic delay. Serum-free light chain (sFLC) ratio is suggested to replace urine protein electrophoresis (UPE) in the diagnostic work-up of myeloma. We aimed to investigate the performance of the sFLC-ratio in general practice (GP) compared to UPE, just as we explored different sFLC-ratio cut-offs' influence on diagnostic values. In a cohort of 13,210 patients from GP measures of sFLC-ratio, serum protein electrophoresis (SPE), or UPE were compared to diagnoses of incident M-component related diseases acquired from Danish health registers. UPE and sFLC-ratio equally improved diagnostic values when combined with SPE (sensitivity: SPE and UPE: 95.6 (90.6-98.4); SPE and sFLC-ratio: 95.1 (90.2-98.0)). The addition of the sFLC-ratio to SPE resulted in the identification of 13 patients with MGUS, light chain disease and amyloidosis, which was in line with the addition of UPE to SPE. The number of false-positive tests was UPE and SPE: 364 (11%) and sFLC-ratio and SPE: 677(19%). Expanding sFLC-ratio reference range to 0.26-4.32 resulted in a significant reduction in false positives n = 226 (6%) without loss of patients with clinical plasma cell dyscrasias. sFLC-ratio improves the diagnostic value of SPE in GP. However, due to low specificity and a large number of false positives, expanded cut-off values should be considered.Entities:
Keywords: Multiple Myeloma; diagnostic work-up; general practice; serum-free light chain (sFLC) ratio
Year: 2022 PMID: 35740597 PMCID: PMC9221199 DOI: 10.3390/cancers14122930
Source DB: PubMed Journal: Cancers (Basel) ISSN: 2072-6694 Impact factor: 6.575
Figure 1Flowchart.* MCD: monoclonal disease that includes Myelomatosis, MGUS, plasmacytoma, amyloidosis, heavy chain disease and Waldenstrom macroglobulinemia.
Patients characteristics.
| Patients Characteristics | Total | Patients without MCD | Patients with MCD |
|---|---|---|---|
| Total, | 13,210 | 12,916 | 294 |
| Age | |||
| Years, Median (range) | 64 (1–106) | 64 (1–106) | 70 (39–97) |
| Sex | |||
| Female, | 7961 (60) | 7841 (61) | 120 (41) |
| Male, | 5249 (40) | 5075 (39) | 174 (59) |
| Creatinine, µmol/L, Median (range) | 71 (40–280) | 71 (41–189) | 76 (40–280) |
| Number of patients for each analysis, | |||
| sFLC κ:λ | 3742 (28) | 3595 (28) | 144 (49) |
| SPE | 12,950 (98) | 12,658 (98) | 292 (99) |
| UPE | 3373 (26) | 3237 (25) | 136 (46) |
| Combinations of analyses, | |||
| SPE | 6717 (51) | 6619 (51) | 98 (33) |
| SPE and UPE | 2649 (20) | 2598 (20) | 51 (17) |
| UPE | 102 (<1) | 101 (1) | 1(<1) |
| SPE and FLC ratio | 2964 (22) | 2905 (22) | 59 (20) |
| UPE and FLC ratio | 2 (<1) | 2 (<1) | 0 |
| FLC ratio | 156 (<1) | 155 (1) | 1 (<1) |
| SPE, UPE and FLC ratio | 620 (5) | 536 (4) | 84 (29) |
MCD, Monoclonal immunoglobulin disease (Myeloma, MGUS, plasmacytoma, amyloidosis, Waldenström macroglobulinemia); sFLC κ:λ, serum-free light chain κ:λ ratio; SPE, serum monoclonal protein; UPE, urine monoclonal protein.
Figure 2Kernel density of sFLC κ, sFLC λ and the sFLCκ:λ ratio. Kernel density plot depicts the density for sFLC κ, sFLC λ and sFLC κ:λ ratio values for patients with MCD (red line) and patients without MCD (blue line).
Diagnostic values.
| Diagnostic Tests | Total (N) | MCD (N) | Sensitivity | Specificity | PPV | NPV | False Positive N (%) | False Negative N (%) |
|---|---|---|---|---|---|---|---|---|
| Individual tests | ||||||||
| SPE | 12,950 | 292 | 89.7 (85.7–93.0) | 95.9 (95.6–96.3) | 33.7 (30.4–37.2) | 99.8 (99.6–99.8) | 515 (4) | 30 (<1) |
| UPE | 3373 | 136 | 50.7 (42.0–59.4) | 92.3 (91.3–93.2) | 21.6 (17.2–26.6) | 97.8 (97.2–98.3) | 250 (7) | 67 (2) |
| sFLC κ:λ (0.26–1.65) | 3742 | 144 | 71.5 (63.4–78.7) | 83.7 (82.5–84.9) | 14.9 (12.4–17.8) | 98.7 (98.2–99.0) | 586 (16) | 41 (1) |
| sFLC κ:λ (0.26–4.32) | 3742 | 144 | 51.4 (42.9–59.8) | 97.8 (97.3–98.3) | 48.4 (40.2–56.6) | 98.0 (97.5–98.5) | 79 (2) | 70 (2) |
| sFLC κ:λ (0.26–7.0) | 3742 | 144 | 43.8 (35.5–52.3) | 98.4 (98.0–98.8) | 52.9 (43.6–62.2) | 97.8 (97.2–98.2) | 56 (1) | 81 (2) |
| sFLC κ:λ (0.1–10.0) | 3742 | 144 | 34.7 (27.0–43.1) | 99.4 (99.0–99.6) | 68.5 (56.6–78.9) | 97.4 (96.9–97.9) | 23 (1) | 93 (2) |
| Combination of test * | 3269 | 135 | 95.6 (90.6–98.4) | 88.4 (87.2–89.5) | 26.2 (22.3–30.3) | 99.8 (99.5–99.9) | 364 (11) | 6 (<1) |
| SPE and sFLC κ:λ (0.26–1.65) b | 3584 | 143 | 95.1 (90.2–98.0) | 80.3 (79.0–81.6) | 16.7 (14.2–19.5) | 99.7 (99.5–99.9) | 677 (19) | 7 (<1) |
| SPE a | 3269 | 135 | 87.4 (80.6–92.5) | 95.0 (94.2–95.7) | 42.9 (37.0–49.0) | 99.4 (99.1–99.7) | 157 (5) | 17 (3) |
| SPE b | 3584 | 143 | 86.0 (79.2–91.2) | 95.1 (94.3–95.8) | 42.1 (36.4–48.0) | 99.4 (99.1–99.6) | 169 (5) | 20 (1) |
| UPE a | 3269 | 135 | 50.4 (41.6–59.1) | 92.2 (91.2–93.1) | 21.8 (17.3–26.8) | 97.7 (97.1–98.2) | 244 (7) | 67 (2) |
| sFLC κ:λ (0.26–1.65) b | 3584 | 143 | 71.3 (63.2–78.6) | 83.3 (82.1–84.6) | 15.1 (12.5–18.0) | 98.6 (98.1–99.0) | 573 (16) | 41 (7) |
| Alternative reference ranges for sFLC κ:λ | 3584 | 143 | 93.0 (87.5–96.6) | 93.6 (92.7–94.4) | 37.7 (32.6–43.0) | 99.7 (99.4–99.9) | 229 (6) | 10 (<1) |
| FLC- κ:λ b | 3584 | 143 | 51.0 (42.6–59.5) | 97.8 (97.2–98.2) | 48.7 (40.4–57.0) | 98.0 (97.4–98.4) | 77 (2) | 70 (2) |
| SPE + sFLC κ:λ (0.26–7.00) b | 3584 | 143 | 92.3 (86.7–96.1) | 94.0 (93.2–94.8) | 39.2 (33.9–44.6) | 99.7 (99.4–99.8) | 205 (6) | 11 (<1) |
| sFLC κ:λ b | 3584 | 143 | 43.4 (35.1–51.9) | 98.4 (98.0–98.8) | 53.4 (44.0–62.8) | 97.7 (97.1–98.1) | 54 (2) | 81 (2) |
| SPE + sFLC κ:λ (0.1–10) b | 3584 | 143 | 92.3 (86.7–96.1) | 94.8 (94.0–95.5) | 42.3 (36.8–48.0) | 99.7 (99.4–99.8) | 180 (5) | 11 (<1) |
| sFLC κ:λ b | 3584 | 143 | 34.3 (26.5–47.7) | 99.3 (99.0–99.6) | 68.1 (56.0–78.6) | 97.3 (96.7–97.8) | 23 (<1) | 94 (3) |
* When testing and comparing combinations of diagnostic tests, only patients with matched samples were included. The combined result was considered positive if one test was outside the reference interval. For comparison reasons, each individual test was also evaluated in the subgroups of patients with a combination of tests available. a tested in the subgroup of patients with measurements of SPE and UPE available. b tested in the subgroup of patients with measurements of SPE and sFLC κ:λ available. MCD, Monoclonal immunoglobulin disease (Myelomatosis, MGUS, plasmacytoma, amyloidosis, Waldenström macroglobulinemia, Heavy Chain Disease); NPV, negative predictive value, PPV, positive predictive value; sFLC κ:λ, serum-free light chain κ:λ ratio; SPE, serum monoclonal protein; UMP, urine monoclonal protein.
Patients not identified by SMP.
| Patient | Diagnosis | κ | λ | sFLC κ:λ | UPE | Days from Sample until Diagnosis |
|---|---|---|---|---|---|---|
| 1 | MM | 1728 | 1 | 1728 | N/A | 2 |
| 2 | MM | 13 | 386 | 0.03 | pos | 150 |
| 3 | Amyloidosis | 681 | 11 | 61.9 | N/A | 35 |
| 4 | Amyloidosis * | 64 | 859 | 0.07 | pos | 47 |
| 5 | WM * | 33 | 6 | 5.48 | pos | 65 |
| 6 | MGUS | 27 | 15 | 1.8 ** | neg | 34 |
| 7 | MGUS | 1350 | 6 | 225 | pos | 351 |
| 8 | MGUS | 559 | 18 | 31.1 | pos | 9 |
| 9 | MGUS* | 155 | 36 | 4.31 ** | pos | 890 |
| 10 | MGUS | 490 | 39 | 12.6 | pos | 17 |
| 11 | MGUS | 187 | 7 | 26.7 | pos | 12 |
| 12 | MGUS* | 22 | 13 | 1.69 ** | pos | 20 |
| 13 | MGUS | 13 | 287 | 0.05 | pos | 2 |
Information on the 13 patients identified by sFLC and with a negative M-component in plasma (SPE). All patients had creatinine within the normal range. sFLC κ:λ, serum-free light chain κ:λ ratio; UPE, urine monoclonal protein; N/A: not assed; WM: Waldenström macroglobulinemia.* serum monoclonal protein appears during the follow-up period. ** Due to the low sFLC κ:λ ratio, the patient would not be identified if cut-off values were changed.
Comorbidity.
| Comorbidity | Comorbidity Prior to Blood Test | Comorbidity 3 Months after Blood Test | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MCD | Non-MCD | MCD | Non-MCD | |||||||||||
| Total | sFLC Abnomal | sFLC Normal | sFLC Abnormal | sFLC Normal | Total | sFLC Abnormal | sFLC Normal | sFLC Abnormal | sFLC Normal | |||||
| Myocardial infarction | 152 | 4 | 0 | NA | 24 | 124 | 0.98 | 166 | 4 | 0 | NA | 25 | 137 | 0.76 |
| Congestive heart failure | 398 | 9 | 2 | NA | 62 | 325 | 0.88 | 438 | 10 | 3 | NA | 72 | 353 | 0.70 |
| Peripheral vascular | 386 | 5 | 4 | NA | 56 | 321 | 0.43 | 437 | 7 | 5 | 0.32 | 63 | 362 | 0.38 |
| Cerebrovascular | 205 | 5 | 0 | NA | 34 | 166 | 0.78 | 232 | 5 | 0 | NA | 38 | 189 | 0.85 |
| CPD | 290 | 7 | 2 | NA | 45 | 236 | 0.90 | 344 | 7 | 2 | NA | 49 | 286 | 0.39 |
| Diabetes | 210 | 5 | 0 | NA | 42 | 163 | 0.09 | 251 | 5 | 0 | NA | 50 | 196 | 0.08 |
| Diabetes with end-organ damage | 68 | 2 | 0 | NA | 12 | 54 | 0.84 | 79 | 2 | 0 | NA | 14 | 63 | 0.65 |
| Renal disease | 82 | 0 | 2 | NA | 25 | 55 | <0.001 | 118 | 2 | 2 | NA | 32 | 82 | 0.001 |
| Mild liver disease | 15 | 1 | 0 | NA | 2 | 12 | NA | 24 | 1 | 0 | NA | 2 | 21 | NA |
| Ulcer disease | 51 | 2 | 1 | NA | 7 | 41 | 1.00 | 76 | 3 | 1 | NA | 8 | 64 | 0.26 |
| Connective tissue disease | 50 | 1 | 0 | NA | 11 | 48 | 0.24 | 67 | 8 | 1 | NA | 14 | 52 | 0.27 |
| Any tumour | 204 | 5 | 1 | NA | 53 | 145 | <0.001 | 396 | 8 | 1 | NA | 77 | 310 | 0.04 |
| Leukaemia | 2 | 0 | 0 | 1 | 1 | NA | 10 | 0 | 0 | 4 | 6 | NA | ||
| Lymphoma | 0 | 4 | 1 | 0 | NA | 0 | 3 | NA | ||||||
| Metastatic solid tumor | 57 | 2 | 1 | NA | 14 | 40 | 0.05 | 907 | 17 | 8 | 0.64 | 138 | 744 | 0.55 |
* the number of patients with the condition are reported in this table and compared to the number of patients without the condition by the the Pearson chi2 or exact T-test. CPD: Chronic pulmonary disease; MCD: Monoclonal immunoglobulin disease (Myeloma, MGUS, plasmacytoma, amyeloidosis, Mb Waldenström); NA: non assed; sFLC, serum free light chain κ:λ ratio.