Introduction
Multiple myeloma is a neoplasm characterized by the presence of plasma cell clones that produce an abnormal immunoglobulin (component M), which leads to osseous destruction, anemia, renal function deterioration, and hypercalcemia1. It represents around 10% of the hematological neoplasms and mainly affects individuals over 60 years old2. Its treatment has experienced a rapid evolution; chemotherapy has been displaced by drugs that activate the immune system, redirecting it in a specific manner to identify and eliminate malignant plasma cells3,4. At present, the most effective treatment consists of a combination of drugs (double, triple, or quadruple), which include immunomodulatory agents (lenalidomide and thalidomide), proteasome inhibitors (bortezomib, carfilzomib, and ixazomib), and monoclonal antibodies (daratumumab and isatuximab), followed by high doses of chemotherapy and hematopoietic stem cell transplantation5,6.
In the Latin American context, and despite the clinical and biological characteristics of the diagnosis which are similar to those in other regions of the world7, there are great differences, due to, mainly, the limited access to specialized centers and a considerably late diagnosis8,9. The Hispanic population faces additional vulnerabilities, such as the low level of participation in clinical trials, and the limited access to new specific therapeutic strategies, such as CAR-T cells, compared to the Anglo population10.
This has led most of the patients to be treated with drugs which are more readily available at a more affordable cost. Among the drugs used in the region, thalidomide and lenalidomide are used as immunomodulators, bortezomib is used as a proteasome inhibitor, combined as a triplet and, in some cases, as a quadruple, along with the monoclonal antibodies anti-CD3811.
A rarely discussed aspect that is present in every health-care system is financial toxicity, which affects individuals with a lower educational level mainly, having a significant impact on the quality of life12.
Finally, a late diagnosis leads to more patients presenting complications, some irreversible, such as kidney failure or the presence of acute extramedullary disease. In addition, more patients are diagnosed at very advanced stages in the region (International Staging System [ISS] 3), which makes the comparison of results of various clinical studies difficult.
In Mexico, multiple myeloma is still considered an uncommon disease with significant underreporting, since very few centers have the necessary tools for the diagnosis, as well as the required drugs to complete first-line treatment13.
The main purpose of this real-life study was to describe the characteristics of patients with multiple myeloma treated at the reference center in Mexico City, identifying the severity and the rate of favorable responses to both treatments available.
Materials and methods
This retrospective study involves research on the clinical records of patients diagnosed with multiple myeloma treated at Hospital General de México between 2020 and 2023. We included the clinical records of patients who were considered eligible for transplant due to their functional status and who were given some treatment strategy comprising a combination of drugs (double or triple). The excluded criteria included: 1. Incomplete clinical records, 2. Clinical records of patients who abandoned treatment or could not continue with the treatment due to economic or distance issues; 3. Clinical records of patients who presented severe sepsis before the beginning of either treatment (Fig. 1).
Two treatment schemes were analyzed thalidomide 100 mg-200 mg PO daily alone or in combination with dexamethasone 40 mg PO every 24 h on days 1-4, 8-11 of each cycle, and treatment based on bortezomib 1.3 mg/m2 SC on days 1, 4, 8, 11 to the thalidomide and dexamethasone (TD) scheme for a total of six treatment cycles14,15 bortezomib, thalidomide, and dexamethasone (VTD).
The response criteria were established in accordance with the International Multiple Myeloma Working Group criteria. Patients with a greater than partial response (very good partial response and response complete) were considered responders.
The combination of albumin and beta2 microglobulin (ISS score) was used for risk stratification. Renal function deterioration was considered with a creatinine > 2 mg/dL at diagnosis16. In cases where cytogenetic results were available, they were described within the general characteristics.
Statistical analysis
The demographic characteristics of the study were presented using median (range) for quantitative variables and cases n, [%] for categorical variables. Non-parametric analysis was used for every variable since they did not follow a normal distribution according to the Shapiro-Wilk test. The difference between the groups was calculated using a Mann-Whitney U test for the quantitative variables and Chi-squared tests for the categorical variables. To determine the relationship between the main variables and the main outcomes (time until the next treatment and overall survival), we calculated the odds ratio. In addition, we used Kaplan-Meier estimates to analyze the time until the next treatment and overall survival. Regardless of the median value, differences between groups were analyzed with a Log-Rank test, and the data were presented in median values. We established a p <0.05 as a statistical difference. We conducted all statistical analyses using the SPSS version 25 (SPSS Statistics for Windows, Version 27.0. Armonk, NY: IBM Corp) software and generated figures using GraphPad Prisma version 7.
Ethical considerations
As per the second title of the General Health Law on Health Research, specifically in Chapter I, article 17, the research study poses no risk to the human patient. The researchers involved in the study confirm that all ethical aspects of privacy and confidentiality have been met while dealing with retrospective information. In addition, the information gathered will be solely used for academic and research purposes. It is also important to note that the researchers involved in this study have no economic, pharmaceutical, political, or social interest in said research.
Results
Patients' general characteristics
A total of 83 patients with a diagnosis of multiple myeloma were studied between January 2020 and June 2023, 54.2% (n = 45) belonged to the male gender and 45.8% (n = 38) to the female gender, and the average age was 57 years (ranging between 34 and 90 years old), not finding a significant difference between genders (p = 0.667, 95% confidence interval [IC]).
The average time for diagnosis was 375 days (with a range from 260 to 490 days, 95% IC), but 24.1% (n = 20) were diagnosed a year after the symptoms began.
Most of the cases were referred by a primary health-care physician (n = 23, 27.7%), whereas a limited number of cases were referred by a specialist (nephrologist [n = 5, 6%], orthopedist [n = 11, 11.2%], internist [n = 19, 22.9%], oncologist [n = 3, 3.6%] or hematologist [n = 3, 3.6%]). In 16.9% (n = 14) of the cases, the referral happened at the emergency department. In terms of comorbidities, the main ones were diabetes mellitus (n = 11, 12.4%) as well as hypertension (n = 9, 10.8%).
Clinical considerations
The main symptom was pain (n = 72, 86.7%), appearing mainly in the lumbar region, followed by anemia (n = 55, 66.3%), and renal function deterioration (n = 42, 50.6%). Among bone lesions, the majority corresponded to lytic lesions (n = 39, 47%), fractures (n = 24, 28.9%), or the presence of extramedullary disease (n = 14, 16.9%).
In terms of the functional state, 54.2% (n = 45) presented an electrocorticography (ECOG) above 1 (ECOG 2: n = 23, 27.7%, ECOG 3: n = 18, 21.7%, ECOG 4: n = 4, 4.8%). When analyzing the frailty index, 30.1% (n = 25) was considered functional, whereas 37.3% (n = 31) was considered intermediate, and 32.5% (n = 27) was considered frail.
Biological characteristics
When analyzing the different subtypes of clonality, the immunoglobulin G (IgG) type was the most frequent variant (79.5%) (IgG kappa: n = 33, 39.8% and IgG lambda: n = 26, 31.3%), followed by the IgG variant (n = 7, 8.4%), the IgA variant (unrestricted IgA: 3, 3.6%, IgA kappa: 7, 8.4/, and IgA lambda: 3, 3.6%), and a case of IgE kappa type (1.2%).
In terms of the risk, when combining the ISS risk score (albumin and macroglobulin B2), most cases corresponded to an ISS 3 (n = 43, 51.8%), an ISS 2 (n = 28, 33.7%), and an ISS 1 (n = 12, 14.5%).
Regarding the cytogenetics, the most frequent finding was a normal karyotype (n = 36, 43.4%); in 39 of the cases the karyotype was not assessable (47%), and in 6% (n = 5) it did not present development. In a limited number of samples (n = 3), it was possible to identify some type of abnormality.
Within the abnormalities in the laboratory, 47% (n = 39) presented a level of hemoglobin below 10 g/dL, 28.9% (n = 24) debuted with a level of creatinine above 2 mg/dL, and close to a third of the cases (n = 35, 42.2%) presented a level of albumin below 3g/dL when diagnosed. The main characteristics of the patients are described in table 1.
Table 1 Demographic characteristics of the study population
| Variants | TD (n = 31) | VTD (n = 52) | p |
|---|---|---|---|
| Age (years) | 58.00 (49.00-90.00) | 52.00 (34.00-80.00) | 0.038 |
| Gender (M:F) | 18:13 | 27:25 | 0.377 |
| Time to diagnosis, n (%) | |||
| < 6 months | 09 (29.0) | 30 (57.7) | 0.010 |
| > 6 months | 22 (71.0) | 22 (42.3) | |
| Type of myeloma, n (%) | |||
| IgA | 02 (06.5) | 04 (07.6) | |
| IgA kappa | 02 (06.5) | 05 (09.6) | |
| IgA lambda | 01 (03.2) | 02 (03.8) | |
| IgE kappa | 01 (03.2) | 00 (00.0) | |
| IgG | 04 (12.9) | 03 (05.8) | |
| IgG kappa | 13 (41.9) | 20 (38.5) | |
| IgG lambda | 08 (25.8) | 18 (34.6) | |
| Anemia, n (%) | |||
| Presence | 19 (61.3) | 36 (69.2) | 0.307 |
| Absence | 12 (38.7) | 16 (30.8) | |
| Pain, n (%) | |||
| Presence | 27 (87.1) | 45 (86.5) | 0.610 |
| Absence | 04 (12.9) | 07 (13.5) | |
| Kidney failure, n (%) | |||
| Presence | 16 (51.6) | 26 (50) | 0.534 |
| Absence | 15 (48.4) | 26 (50) | |
| Bone status, n (%) | |||
| No lesions | 03 (09.7) | 03 (05.8) | |
| Lytic lesions | 13 (41.9) | 26 (50.0) | |
| Fractures | 11 (35.5) | 13 (25.0) | |
| Plasmocytoma | 04 (12.9) | 10 (19.2) | |
| Frailty score, n (%) | |||
| Functional | 21 (67.7) | 37 (71.2) | 0.465 |
| Not functional | 10 (32.3) | 15 (28.8) | |
| IMPEDE score, n (%) | |||
| High | 21 (67.7) | 24 (46.2) | 0.046 |
| Low | 10 (32.3) | 28 (53.8) | |
| ISS, n (%) | |||
| 1 | 02 (06.5) | 10 (19.2) | |
| 2 | 09 (29.0) | 19 (36.5) | |
| 3 | 20 (64.5) | 23 (44.2) | |
| Response to 1st treatment, n (%) | |||
| Response | 09 (29.0) | 35 (67.3) | 0.001 |
| No response | 22 (71.0) | 17 (32.7) | |
| Leukocytes | 5.20 | 5.40 | 0.980 |
| (× 103/µL) | (2.10-15.20) | (2.37-28.30) | |
| Hemoglobin | 11.10 | 9.60 | 0.321 |
| (mg/dL) | (2.80-15.20) | (4.50-15.20) | |
| Platelets | 191.00 | 221.00 | 0.411 |
| (× 103/µL) | (9.00-616.00) | (37.00-493.00) | |
| Creatinine | 1.00 | 1.31 | 0.513 |
| (mg/dL) | (0.50-9.40) | (0.30-12.50) | |
| Albumin | 2.70 | 3.30 | 0.029 |
| (mg/dL) | (1.70-4.20) | (1.96-5.00) | |
| LDH | 201.00 | 197.50 | 0.976 |
| (mg/dL) | (60.00-415.00) | (5.10-500.00) | |
| GFR | 74.00 | 52.00 | 0.479 |
| (mL/min/m2) | (06.00-109.00) | (04.00-144.00) |
The Mann-Whitney U test was used for non-parametric variables and is expressed in median (range), and the χ2 test for qualitative variables and is expressed in absolute values (%). Statistical significance was considered with a p < 0.05. M: male; F: female; IMPEDE: immunomodulatory agent, body mass index, pelvic hip or femur fracture, erythropoietin stimulating agent, dexamethasone/doxorubicin, Asian ethnicity/race; ISS: International staging system; LDH: lactic dehydrogenase; GFR: glomerular filtration rate; IgG: immunoglobulin G.
Types of treatment and responses
Both combinations analyzed were thalidomide-dexamethasone (n = 31, 37.3%), and bortezomib-thalidomide-dexamethasone (n = 52, 62.7%).
In conjunction with the oncological treatment, 16.9% of the cases were combined with radiotherapy, and 45.6% (n = 38) received an addition to the treatment of zoledronic acid or denosumab.
Response to the treatment
When analyzing the overall responses, 45.7% (n = 38) presented a favorable response (full remission or very good partial response), whereas 54.3% (n = 45) presented a non-optimal response (partial response, progression, or stable disease). Of the total cases, 33.7% were considered to have progression criteria. When analyzing the responses to each of the treatments, patients treated through the triplet (VTD) presented a higher rate of favorable responses compared to the patients who received a scheme based exclusively on thalidomide (59.6% vs. 22.5%, p = 0.001, 95% IC). Similarly, the cases treated with the TD scheme presented progression with a higher frequency than the VTD scheme (54.8% vs. 21.1%, p = 0.011, 95% IC). When comparing the effectiveness of both treatments, the time until the next treatment, the patients treated with the TD scheme presented a prolonged time until the following treatment compared to the VTD scheme (536 vs. 479 days, p = 0.38 95% IC) despite the fact that the cases treated with the TD scheme included a higher range of cases with progression. In Fig. 2A and B, the general comparison and detailed range of the responses between both treatments are presented.
Overall survival and associated risk factors
The average survival time was 662 days, with a survival of 3 years in 41% of cases. When comparing the survival according to the type of treatment, no difference between TD or VTD (Log Rank 0.076) was registered, and, despite patients with TD presenting a higher risk of progression, this difference was not reflected in the time until the next treatment (Log Rank 0.288). The overall survival and time until the following treatment are presented in Fig. 3A and B. Fig. 4A and B could include a forest plot on the main variables and the need to initiate the next line of treatment; however, only the triplet (VTD) had an impact on the ratio of favorable responses OR: 0.19 (IC 95% 0.075-0.523; p < 0.001).
Discussion
This real-life study presents the experience of both main combinations used for the treatment of patients with multiple myeloma considered eligible for a transplant. After the introduction of the generic formulation of bortezomib, the inclusion of bortezomib in the TD scheme became more attainable, allowing to treat the majority of patients with triplets (VTD). Other treatments, such as the usage of monoclonal antibodies or stronger drugs such as lenalidomide or carfilzomib, were more limited and destined for patients with social health insurance, used mainly in subsequent lines of treatment17,18.
Thalidomide is one of the first drugs considered an immunomodulator (IMiD), used at first as a sedative to prevent nausea in pregnant women, it is now one of the most popular drugs for the treatment of MM due to its anti-inflammatory effect in the microenvironment as a stimulant for various lymphocyte subpopulations (CD4+ and CD8+), increasing the levels of IL-2 and interferon γ19,20. At present, new and stronger drugs have emerged such as lenalidomide or pomalidomide which, combined with proteasome inhibitors (VRd or KRd) or monoclonal antibodies (elotuzumab-Rd, daratumumab-Rd, isatuximab-pomalidomide-dexamethasone), have become a better option in those patients in relapse or resistant to the first treatment or who are not eligible for a transplant21,22.
Due to the accessibility and cost, both thalidomide and bortezomib are the drugs used with more frequency, be it as a triplet (VTD) or as a double (TD). Despite these combinations having been displaced by more effective combinations, it is important to understand the ratio of favorable responses and their duration, especially since the drugs used are generic. In Turkey, Mersin et al. evaluated the responses to generic bortezomib when compared to the original without finding a difference in the responses or adverse events23.
In this study, the greater ratio of favorable responses was found in the group treated with bortezomib (67.3%), although the percentage of complete responses remained low (3.8%). These data are consistent with the available evidence on combinations based on bortezomib in various clinical trials (APEX, GIMEMA-MM-03-05, and HOVON-65)24,25.
Since its introduction, bortezomib has presented a synergy with both immunomodulatory agents as well as with chemotherapy (cyclophosphamide and melafan) in various trials, improving the survival and the response to an autologous transplant26,27. Another aspect of the combination of an IP with an immunomodulator is its safety profile since the combination of drugs such as anthracyclines (doxorubicin and idarubicin) were more toxic and never better than the double28.
One of the important aspects of our series is that a significant difference in the overall survival between the treatment regimens (TD vs. VTD) was not found; this had already been described in the first series that compared these combinations before an autologous transplant, where the main benefit was found in the favorable response ratio29.
When analyzing the group of patients treated with VTD and comparing it to the response ratio in studies where a monoclonal antibody was included (CASSIOPEIA study; VTD vs. daratumumab-VTD), the ratio of favorable responses (RC+VGPR) of the VTD scheme was similar to our series (56.1% vs. 67.3%), but the percentage of full remissions registered for the clinical trial was slightly greater (8.9% vs. 3.8%)30.
When trying to select the first-line treatment that is more effective without combining it with monoclonal antibodies, Rosiñol et al. analyzed the data from several patient databases treated with VRd (PETHEMA, GEM2012 and IFM2009) or VTD (PETHEMA, GEM2005 and IFM2013-04), who presented a greater benefit with the use of VRd, in particular when reaching a negative measurable residual disease31. Similar to the Cassiopeia study (VTD vs. D-VTD), the VRd combination was also challenged with the combination of the monoclonal antibodies anti-CD38. In the GRIFFIN study, Voorhees et al. studied the effect of VRd versus D-VRD; in patients eligible for transplant, they proved an advantage both in the ratio of complete responses (CR/CRs) at the end of the induction (19.2% for D-VRd vs. 13.3% with VRd), with measurable residual disease (21.2% vs. 5.8%), and survival free of progression32. When analyzing the results of the different first-line combinations (VTD, VRd, and CyBorD), no significant differences were identified between the ratio of favorable responses (above the partial response), which suggests that VTD remains an effective triplet as a first-line scheme in patients who are eligible for a transplant.
Finally, the greatest benefit at the first line is achieved with the inclusion of the monoclonal antibody anti-CD38 (daratumumab), which allows a greater ratio of complete responses, as well as a greater ratio of negative measurable residual disease as opposed to the schemes based exclusively on IP or immunomodulators33.
Conclusion
With this real-life data, we conclude that the combination of VTD presents similar evidence in terms of the response to other series around the world, including the results from clinical trials (Cassiopeia study); even when most of the drugs were generic, the responses were superior to the TD combination, without having an influence on survival. When the combination with daratumumab is not available, VTD is a useful first-line option for patients eligible for a transplant.










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