Presenting Symptoms in Newly Diagnosed Myeloma, Relation to Organ Damage, and Implications for Symptom-Directed Screening: A Secondary Analysis from the Tackling Early Morbidity and Mortality in Myeloma (TEAMM) Trial
Abstract
:Simple Summary
Abstract
1. Introduction
2. Materials and Methods
2.1. Data Collection
2.2. Analysis of Symptoms
2.3. Statistical Analysis
2.4. Patient Involvement
3. Results
3.1. Symptom Profile
3.2. Relationship between Symptoms and Baseline Parameters
Symptom Burden
3.3. Symptoms and Their Relationship to Organ Damage, Decline in PS and ISS
3.4. Comparison of Patients with a Prior Diagnosis of Precursor Disease Versus ‘De Novo’ Myeloma
4. Discussion
4.1. Profile of Patient Symptoms: Patients Rarely Complain of ‘Bone Pain’
4.2. Symptoms and Relationship to Organ Damage
4.3. Comparison between Patients with De Novo Myeloma versus Those with a Previous Diagnosis of PD
4.4. Implications for Practice
4.4.1. Symptom Profile and Changes to Guidelines
4.4.2. Benefits of Detecting Those with PD
4.4.3. Morbidity of Bone Disease
4.5. Strengths and Limitations
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Lyratzopoulos, G.; Neal, R.D.; Barbiere, J.M.; Rubin, G.P.; Abel, G.A. Variation in number of general practitioner consultations before hospital referral for cancer: Findings from the 2010 National Cancer Patient Experience Survey in England. Lancet Oncol 2012, 13, 353–365. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Howell, D.A.; Smith, A.G.; Jack, A.; Patmore, R.; MacLeod, U.; Mironska, E.; Roman, E. Time-to-diagnosis and symptoms of myeloma, lymphomas and leukaemias: A report from the Haematological Malignancy Research Network. BMC Blood Disord. 2013, 13, 9. [Google Scholar] [CrossRef] [Green Version]
- Friese, C.R.; Abel, G.A.; Magazu, L.S.; Neville, B.A.; Richardson, L.C.; Earle, C.C. Diagnostic delay and complications for older adults with multiple myeloma. Leuk. Lymphoma 2009, 50, 392–400. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Goldschmidt, N.; Zamir, L.; Poperno, A.; Kahan, N.R.; Paltiel, O. Presenting Signs of Multiple Myeloma and the Effect of Diagnostic Delay on the Prognosis. J. Am. Board Fam. Med. 2016, 29, 702–709. [Google Scholar] [CrossRef] [Green Version]
- Lacey, K.; Bishop, J.F.; Cross, H.L.; Chondros, P.; Lyratzopoulos, G.; Emery, J.D. Presentations to general practice before a cancer diagnosis in Victoria: A cross-sectional survey. Med. J. Aust. 2016, 205, 66–71. [Google Scholar] [CrossRef] [Green Version]
- A Life Worth Living: The Impact of a Delayed Diagnosis on Myeloma Patients’ Quality of Life. Myeloma UK, March 2022. Available online: https://myeloma.org.uk/documents/a-life-worth-living/ (accessed on 3 December 2022).
- Kariyawasan, C.C.; Hughes, D.A.; Jayatillake, M.M.; Mehta, A.B. Multiple myeloma: Causes and consequences of delay in diagnosis. QJM Int. J. Med. 2007, 100, 635–640. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Forbes, L.J.; Warburton, F.; Richards, M.A.; Ramirez, A.J. Risk factors for delay in symptomatic presentation: A survey of cancer patients. Br. J. Cancer 2014, 111, 581–588. [Google Scholar] [CrossRef]
- Shephard, E.A.; Neal, R.D.; Rose, P.; Walter, F.M.; Litt, E.J.; Hamilton, W.T. Quantifying the risk of multiple myeloma from symptoms reported in primary care patients: A large case-control study using electronic records. Br. J. Gen. Pract. 2015, 65, e106-13. [Google Scholar] [CrossRef] [Green Version]
- Koo, M.M.; Hamilton, W.; Walter, F.M.; Rubin, G.P.; Lyratzopoulos, G. Symptom Signatures and Diagnostic Timeliness in Cancer Patients: A Review of Current Evidence. Neoplasia 2018, 20, 165–174. [Google Scholar] [CrossRef]
- Myeloma Statistics: Cancer Research UK.; Cancer Research UK Myeloma Statistics. Available online: https://www.cancerresearchuk.org/health-professional/cancer-statistics/statistics-by-cancer-type/myeloma#heading-Zero (accessed on 3 December 2022).
- Go, R.S.; Gundrum, J.D.; Neuner, J.M. Determining the clinical significance of monoclonal gammopathy of undetermined significance: A SEER-Medicare population analysis. Clin Lymphoma Myeloma Leuk 2015, 15, 177.e4–186.e4. [Google Scholar] [CrossRef] [Green Version]
- Sigurdardottir, E.E.; Turesson, I.; Lund, S.H.; Lindqvist, E.K.; Mailankody, S.; Korde, N.; Kristinsson, S.Y. The role of diagnosis and clinical follow-up of monoclonal gammopathy of undetermined significance on survival in multiple myeloma. JAMA Oncol. 2015, 1, 168–174. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Rögnvaldsson, S.; Love, T.J.; Thorsteinsdottir, S.; Reed, E.R.; Óskarsson, J.Þ.; Pétursdóttir, Í.; Sigurðardóttir, G.Á.; Viðarsson, B.; Önundarson, P.T.; Agnarsson, B.A.; et al. Iceland screens, treats or prevents multiple myeloma (iStopMM): A population-based screening study for monoclonal gammopathy of undetermined significance and randomized controlled trial of follow-up strategies. Blood Cancer J. 2021, 11, 94, Erratum in Blood Cancer J. 2023, 13, 39. [Google Scholar] [CrossRef] [PubMed]
- Atkin, C.; Iqbal, G.; Planche, T.; Pratt, G.; Yong, K.; Wood, J.; Raynes, K.; Low, E.; Higgins, H.; Neal, R.D.; et al. Diagnostic pathways in multiple myeloma and their relationship to end organ damage: An analysis from the Tackling Early Morbidity and Mortality in Myeloma (TEAMM) trial. Br. J. Haematol. 2021, 192, 997–1005. [Google Scholar] [CrossRef] [PubMed]
- Drayson, M.T.; Bowcock, S.; Planche, T.; Iqbal, G.; Pratt, G.; Yong, K.; Wood, J.; Raynes, K.; Higgins, H.; Dawkins, B.; et al. Levofloxacin prophylaxis in patients with newly diagnosed myeloma (TEAMM): A multicentre, double-blind, placebo-controlled, randomised, phase 3 trial. Lancet Oncol. 2019, 20, 1760–1772. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- International Myeloma Working Group. Criteria for the classification of monoclonal gammopathies, multiple myeloma and related disorders: A report of the International Myeloma Working Group. Br. J. Haematol. 2003, 121, 749–757. [Google Scholar] [CrossRef] [Green Version]
- Rajkumar, S.V.; Dimopoulos, M.A.; Palumbo, A.; Blade, J.; Merlini, G.; Mateos, M.V.; San Miguel, J.F. International Myeloma Working Group updated criteria for the diagnosis of multiple myeloma. Lancet Oncol. 2014, 15, e538–e548. [Google Scholar] [CrossRef] [PubMed]
- Weller, D.; Vedsted, P.; Rubin, G.; Walter, F.M.; Emery, J.; Scott, S.; Campbell, C.; Andersen, R.S.; Hamilton, W.; Olesen, F.; et al. The Aarhus statement: Improving design and reporting of studies on early cancer diagnosis. Br. J. Cancer 2012, 106, 1262–1267. [Google Scholar] [CrossRef]
- Kyle, R.A.; Gertz, M.A.; Witzig, T.E.; Lust, J.A.; Lacy, M.Q.; Dispenzieri, A.; Fonseca, R.; Rajkumar, S.V.; Offord, J.R.; Larson, D.R.; et al. Review of 1027 Patients with newly diagnosed multiple myeloma. Mayo Clin Proc. 2003, 78, 21–33. [Google Scholar] [CrossRef] [PubMed]
- Howell, D.A.; Warburton, F.; Ramirez, A.J.; Roman, E.; Smith, A.G.; Forbes, L.J.L. Risk factors and time to symptomatic presentation in leukaemia, lymphoma and myeloma. Br. J. Cancer 2015, 113, 1114–1120. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Howell, D.A.; Hart, R.I.; Smith, A.G.; Macleod, U.; Patmore, R.; Cook, G.; Roman, E. Myeloma: Patient accounts of their pathways to diagnosis. PLoS ONE 2018, 13, e0194788. [Google Scholar] [CrossRef] [Green Version]
- Suspected Cancer: Recognition and Referral. National Institute for Health and Care Excellence (NICE). NICE guideline [NG12]. Available online: https://www.nice.org.uk/guidance/ng12 (accessed on 3 December 2022).
- Atkin, C.E. Diagnostic Delay in Plasma Cell Dyscrasias. University of Birmingham. M.D. 2019. Available online: https://etheses.bham.ac.uk/id/eprint/8854/ (accessed on 15 June 2023).
- Gittoes, N.; McLellan, A.R.; Cooper, A.; Dockery, F.; Davenport, G.; Goodwin, V. Effective Secondary Prevention of Fragility Fractures: Clinical Standards for Fracture Liaison Services; National Osteoporosis Society: Bath, UK, 2019. [Google Scholar]
- Ramsenthaler, C.; Kane, P.; Gao, W.; Siegert, R.J.; Edmonds, P.M.; Schey, S.A.; Higginson, I.J. Prevalence of symptoms in patients with multiple myeloma: A systematic review and meta-analysis. Eur. J. Haematol. 2016, 97, 416–429. [Google Scholar] [CrossRef]
- Hamilton, W.; Watson, J.; Round, A. Investigating fatigue in primary care. BMJ 2010, 341, c4259. [Google Scholar] [CrossRef]
- Zhou, L.; Yu, Q.; Wei, G.; Wang, L.; Huang, Y.; Hu, K.; Hu, Y.; Huang, H. Measuring the global, regional, and national burden of multiple myeloma from 1990 to 2019. BMC Cancer 2021, 21, 606. [Google Scholar] [CrossRef]
- Henschke, N.; Maher, C.G.; Refshauge, K.M.; Herbert, R.D.; Cumming, R.G.; Bleasel, J.; York, J.; Das, A.; McAuley, J.H. Prevalence of and screening for serious spinal pathology in patients presenting to primary care settings with acute low back pain. Arthritis Rheum 2009, 60, 3072–3080. [Google Scholar] [CrossRef]
- Koshiaris, C.; Van den Bruel, A.; Oke, J.L.; Nicholson, B.D.; Shephard, E.; Braddick, M.; Hamilton, W. Early detection of multiple myeloma in primary care using blood tests: A case–control study in primary care. Br. J. Gen. Pract. 2018, 68, e586–e593. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- McIlroy, G.; Mytton, J.; Evison, F.; Yadav, P.; Drayson, M.T.; Cook, M.; Pratt, G.; Cockwell, P.; Pinney, J.H. Increased fracture risk in plasma cell dyscrasias is associated with poorer overall survival. Br. J. Haematol. 2017, 179, 61–65. [Google Scholar] [CrossRef] [PubMed]
- Courant, M.; Orazio, S.; Monnereau, A.; Preterre, J.; Combe, C.; Rigothier, C. Incidence, prognostic impact and clinical outcomes of renal impairment in patients with multiple myeloma: A population-based registry. Nephrol. Dial. Transplant. 2021, 36, 482–490. [Google Scholar] [CrossRef] [PubMed]
- Wennmann, M.; Goldschmidt, H.; Mosebach, J.; Hielscher, T.; Bäuerle, T.; Komljenovic, D.; McCarthy, P.L.; Merz, M.; Schlemmer, H.; Raab, M.; et al. Whole-body magnetic resonance imaging plus serological follow up for early identification of progression in smouldering myeloma patients to prevent development of end-organ damage. Br. J. Haematol. 2022, 199, 65–75. [Google Scholar] [CrossRef]
- Landgren, O.; Kyle, R.A.; Pfeiffer, R.M.; Katzmann, J.A.; Caporaso, N.E.; Hayes, R.B.; Rajkumar, S.V. Monoclonal gammopathy of undetermined significance (MGUS) consistently precedes multiple myeloma: A prospective study. Blood J. Am. Soc. Hematol. 2009, 113, 5412–5417. [Google Scholar] [CrossRef] [Green Version]
- Landgren, O.; Hofmann, J.N.; McShane, C.M.; Santo, L.; Hultcrantz, M.; Korde, N.; Mailankody, S.; Kazandjian, D.; Murata, K.; Thoren, K.; et al. Association of Immune Marker Changes with Progression of Monoclonal Gammopathy of Undetermined Significance to Multiple Myeloma. JAMA Oncol. 2019, 5, 1293–1301. [Google Scholar] [CrossRef]
- Mateos, M.V.; Hernández, M.T.; Salvador, C.; de la Rubia, J.; de Arriba, F.; López-Corral, L.; San-Miguel, J. Lenalidomide-dexamethasone versus observation in high-risk smoldering myeloma after 12 years of median follow-up time: A randomized, open-label study. Eur. J. Cancer 2022, 174, 243–250. [Google Scholar] [CrossRef] [PubMed]
- Lonial, S.; Jacobus, S.; Fonseca, R.; Weiss, M.; Kumar, S.; Orlowski, R.Z.; Kaufman, J.L.; Yacoub, A.M.; Buadi, F.K.; O’Brien, T.; et al. Randomized Trial of Lenalidomide Versus Observation in Smoldering Multiple Myeloma. J. Clin. Oncol. 2020, 38, 1126–1137. [Google Scholar] [CrossRef] [PubMed]
- Li, J.; Wang, Y.; Li, P. The impact on early diagnosis and survival outcome of M-protein screening-driven diagnostic approach to multiple myeloma in China: A cohort study. J. Cancer 2019, 10, 4807–4813. [Google Scholar] [CrossRef]
- Thorsteinsdóttir, S.; Gíslason, G.K.; Aspelund, T.; Rögnvaldsson, S.; Óskarsson, J.Þ.; Sigurðardóttir, G.Á.; Kristinsson, S.Y. Prevalence of smoldering multiple myeloma based on nationwide screening. Nat. Med. 2023, 29, 467–472. [Google Scholar] [CrossRef] [PubMed]
- Love, T.J.; Rögnvaldsson, S.; Thorsteinsdottir, S.; Aspelund, T.; Reed, E.R.; Vidarsson, B.; Onundarson, P.T.; Agnarsson, B.A.; Sigurdardottir, M.; Sveinsdottir, S.V.; et al. Prevalence of MGUS is high in the iStopMM study but the prevalence of IgA MGUS does not increase with age in the way that other immunoglobulin subtypes do. Am. Soc. Hematol. Annu. Meet. 2022, 140, 256–258. [Google Scholar] [CrossRef]
- Nador, G.; Ramasamy, K.; Panitsas, F.; Pratt, G.; Sadler, R.; Javaid, M.K. Testing and management for monoclonal gammopathy of uncertain significance and myeloma patients presenting with osteoporosis and fragility fractures. Rheumatology 2019, 58, 1142–1153. [Google Scholar] [CrossRef] [PubMed]
- Agarwal, G.; Milan, C.; Mohsin, Z.; Mahoney, S.; White, G.; Stevens, P.; Connacher, S.; Osborne, P.; Eckert, R.; Sadler, R.; et al. Multiple myeloma screening within a fracture liaison service (FLS). Osteoporos. Int. 2022, 33, 937–941. [Google Scholar] [CrossRef]
- Abrahamsen, B.; Andersen, I.; Christensen, S.S.; Madsen, J.S.; Brixen, K. Utility of testing for monoclonal bands in serum of patients with suspected osteoporosis: Retrospective, cross sectional study. BMJ 2005, 330, 818. [Google Scholar] [CrossRef] [Green Version]
- Togawa, D.; Lieberman, I.H.; Bauer, T.W.; Reinhardt, M.K.; Kayanja, M.M. Histological evaluation of biopsies obtained from vertebral compression fractures: Unsuspected myeloma and osteomalacia. Spine 2005, 30, 781–786. [Google Scholar] [CrossRef] [PubMed]
- National Osteoporosis Guideline Group. Clinical Guideline for the Prevention and Treatment of Osteoporosis. Available online: https://www.nogg.org.uk/full-guideline (accessed on 3 December 2022).
- Landgren, O.; Graubard, B.I.; Katzmann, J.A.; Kyle, R.A.; Ahmadizadeh, I.; Clark, R.; Kumar, S.K.; Dispenzieri, A.; Greenberg, A.J.; Therneau, T.M.; et al. Racial disparities in the prevalence of monoclonal gammopathies: A population-based study of 12 482 persons from the National Health and Nutritional Examination Survey. Leukemia 2014, 28, 1537–1542. [Google Scholar] [CrossRef] [Green Version]
- Landgren, O.; Graubard, B.I.; Kumar, S.; Kyle, R.A.; Katzmann, J.A.; Murata, K.; Costello, R.; Dispenzieri, A.; Caporaso, N.; Mailankody, S.; et al. Prevalence of myeloma precursor state monoclonal gammopathy of undetermined significance in 12 372 individuals 10–49 years old: A population-based study from the National Health and Nutrition Examination Survey. Blood Cancer J. 2017, 7, e618. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Atkin, C.; Reddy-Kolanu, V.; Drayson, M.T.; Sapey, E.; Richter, A.G. The prevalence and significance of monoclonal gammopathy of undetermined significance in acute medical admissions. Br. J. Haematol. 2020, 189, 1127–1135. [Google Scholar] [CrossRef] [PubMed]
- Koshiaris, C.; Van den Bruel, A.; Nicholson, B.D.; Lay-Flurrie, S.; Hobbs, F.R.; Oke, J.L. Clinical prediction tools to identify patients at highest risk of myeloma in primary care: A retrospective open cohort study. Br. J. Gen. Pract. 2021, 71, e347–e355. [Google Scholar] [CrossRef] [PubMed]
- Heaney, J.L.J.; Richter, A.; Bowcock, S.; Pratt, G.; Child, J.A.; Jackson, G.; Morgan, G.; Turesson, I.; Drayson, M.T. Excluding myeloma diagnosis using revised thresholds for serum free light chain ratios and M-protein levels. Haematologica 2020, 105, e169–e171. [Google Scholar] [CrossRef]
- Land, J.; Hackett, J.; Sidhu, G.; Heinrich, M.; McCourt, O.; Yong, K.L.; Fisher, A.; Beeken, R.J. Myeloma patients’ experiences of a supervised physical activity programme: A qualitative study. Support Care Cancer 2022, 30, 6273–6286. [Google Scholar] [CrossRef]
No Reported Bodily Symptoms N = 67 | Symptoms Reported N = 895 | p * | ||||
---|---|---|---|---|---|---|
Factor | Grouping | N | % | N | % | |
Age (years) | Median | 67 | 67 | 0.84 | ||
IQR | 64–77 | 59–75 | ||||
Ethnicity (White versus non-White) | White | 64 | 95 | 812 | 91 | >0.99 |
Gender | Male | 44 | 66 | 557 | 62 | >0.99 |
Planned high intensity treatment | Yes | 31 | 46 | 492 | 55 | >0.99 |
PS 6 months before diagnosis MM | 0–1 | 63 | 94 | 815 | 91 | >0.99 |
2–4 | 2 | 3 | 48 | 5 | ||
Unavailable | 2 | 3 | 32 | 4 | ||
PS at diagnosis of MM | 0–1 | 61 | 91 | 663 | 74 | 0.01 |
2–4 | 6 | 9 | 214 | 24 | ||
Unavailable | 0 | 0 | 18 | 2 | ||
Decline in PS | No change | 56 | 84 | 480 | 54 | 0.001 |
Deteriorated | 9 | 13 | 382 | 43 | ||
Unavailable | 2 | 3 | 33 | 4 | ||
ISS | 1 | 17 | 25 | 196 | 22 | >0.99 |
2 | 28 | 42 | 322 | 36 | ||
3 | 13 | 19 | 234 | 26 | ||
Unavailable | 9 | 14 | 143 | 16 | ||
Hypercalcaemia | Yes | 3 | 5 | 42 | 5 | >0.99 |
No | 53 | 79 | 655 | 73 | ||
Unavailable | 11 | 16 | 198 | 22 | ||
Renal impairment | Yes | 12 | 18 | 136 | 15 | >0.99 |
No | 54 | 81 | 746 | 83 | ||
Unavailable | 1 | 1 | 13 | 1 | ||
Anaemia | Yes | 23 | 34 | 376 | 42 | >0.99 |
No | 35 | 52 | 344 | 38 | ||
Unavailable | 9 | 14 | 175 | 20 | ||
Bone disease | Yes | 29 | 43 | 651 | 73 | 0.001 |
No | 37 | 55 | 238 | 27 | ||
Unavailable | 1 | 2 | 6 | <1 | ||
Vertebral fracture | Yes | 6 | 9 | 264 | 30 | 0.008 |
No | 21 | 31 | 377 | 42 | ||
Number of CRAB features | 0 | 11 | 16 | 63 | 7 | 0.01 |
1 | 30 | 45 | 338 | 38 | ||
2 | 10 | 15 | 232 | 26 | ||
3+ | 3 | 5 | 59 | 7 | ||
Unavailable | 13 | 19 | 203 | 23 | ||
Precursor disease | Yes | 31 | 46 | 118 | 13 | 0.02 |
No | 36 | 54 | 777 | 87 |
Categories of Self-Reported Symptoms and Other Reasons for Referral | Initial Symptoms or Abnormality Reported N = 962 | Total Symptoms or Abnormalities Reported at MM Diagnosis N = 962 | ||
---|---|---|---|---|
N | % | N | % | |
Back pain | 301 | 31 | 364 | 38 |
Other pain (excluding back pain) | 234 | 24 | 295 | 31 |
Chest pain | 80 | 8 | 97 | 10 |
Pain (general) | 59 | 6 | 73 | 8 |
Hip pain | 40 | 4 | 53 | 6 |
Shoulder pain | 26 | 3 | 39 | 4 |
Systemic symptoms | 208 | 22 | 265 | 28 |
Fatigue | 122 | 13 | 155 | 16 |
Weight loss | 72 | 7 | 89 | 9 |
Self-reported anaemia | 69 | 7 | 113 | 12 |
Respiratory symptoms | 59 | 6 | 74 | 8 |
Gastrointestinal symptoms | 53 | 6 | 73 | 8 |
Abdominal pain | 26 | 3 | 35 | 4 |
Nausea & vomiting | 17 | 2 | 23 | 2 |
Infection | 42 | 4 | 54 | 6 |
Lower respiratory tract infection * | 23 | 2 | 31 | 3 |
Neurological symptoms | 33 | 3 | 53 | 6 |
Abnormal blood results (suggestive of myeloma) | 29 | 3 | 51 | 5 |
Self-reported renal problems | 21 | 2 | 46 | 5 |
Other abnormal blood results | 21 | 2 | 32 | 3 |
Other symptoms | 19 | 2 | 23 | 2 |
Bleeding/thrombosis | 16 | 2 | 24 | 2 |
Lump | 9 | 1 | 12 | 1 |
Urological symptoms | 6 | 1 | 8 | 1 |
Change in ECOG Group | ||||||||
---|---|---|---|---|---|---|---|---|
Factor | Grouping | Improved/No Change (n = 25/511) | Deteriorated n = 391 | Total n = 927 | p * | |||
N | % | N | % | N | % | |||
Gender | Female | 199 | 37 | 141 | 36 | 340 | 37 | >0.99 |
Male | 337 | 63 | 250 | 64 | 587 | 63 | ||
Ethnicity | White | 483 | 90 | 359 | 92 | 842 | 91 | >0.99 |
Other | 53 | 10 | 31 | 8 | 84 | 9 | ||
Age (years) | N | 536 | 391 | 962 | >0.99 | |||
Median | 67 | 67 | 67 | |||||
IQR | 60–75 | 60–75 | 60–75 | |||||
Back pain at diagnosis | No | 360 | 67 | 210 | 54 | 570 | 61 | 0.002 |
Yes | 176 | 33 | 181 | 46 | 357 | 39 | ||
Other pain at diagnosis | No | 384 | 72 | 261 | 67 | 645 | 70 | >0.99 |
Yes | 152 | 28 | 130 | 33 | 282 | 30 | ||
Systemic symptoms at | No | 399 | 74 | 269 | 69 | 668 | 72 | >0.99 |
diagnosis | Yes | 137 | 26 | 122 | 31 | 259 | 28 | |
Any fracture | No | 379 | 71 | 201 | 52 | 580 | 63 | 0.002 |
Yes | 153 | 29 | 187 | 48 | 340 | 37 | ||
Vertebral fracture | Yes | 109 | 20 | 146 | 37 | 255 | 28 | 0.002 |
eGFR group | <40 mL/min | 79 | 15 | 67 | 17 | 146 | 16 | >0.99 |
40+ mL/min | 454 | 85 | 318 | 83 | 772 | 84 | ||
ISS | I | 130 | 30 | 75 | 22 | 205 | 26 | 0.36 |
II | 189 | 43 | 151 | 44 | 340 | 43 | ||
III | 121 | 28 | 119 | 34 | 240 | 31 | ||
Hypercalcaemia | Absent | 404 | 96 | 279 | 92 | 683 | 94 | 0.72 |
Present | 18 | 4 | 25 | 8 | 43 | 6 | ||
Renal impairment | Absent | 394 | 91 | 266 | 86 | 660 | 89 | >0.99 |
Present | 40 | 9 | 42 | 14 | 82 | 11 | ||
Anaemia | Absent | 242 | 55 | 119 | 39 | 361 | 49 | 0.002 |
Present | 195 | 45 | 188 | 61 | 383 | 51 | ||
Bone disease | Absent | 193 | 36 | 74 | 19 | 267 | 29 | 0.002 |
Present | 339 | 64 | 314 | 81 | 653 | 71 | ||
Number of CRAB | 0 | 59 | 14 | 14 | 5 | 73 | 10 | 0.002 |
features | 1 | 229 | 55 | 126 | 42 | 355 | 49 | |
2 | 111 | 27 | 121 | 40 | 232 | 32 | ||
3+ | 18 | 4 | 41 | 14 | 59 | 8 | ||
Precursor disease | No | 430 | 80 | 356 | 91 | 785 | 85 | 0.002 |
Yes | 106 | 20 | 35 | 9 | 141 | 15 | ||
Number of symptoms | 0 | 127 | 24 | 43 | 11 | 170 | 19 | 0.002 |
at diagnosis | 1 | 239 | 46 | 202 | 52 | 441 | 48 | |
2 | 100 | 19 | 97 | 25 | 197 | 22 | ||
3 | 42 | 8 | 33 | 9 | 75 | 8 | ||
4+ | 16 | 3 | 12 | 3 | 28 | 3 |
Risk Factor | Parameter Estimate | Standard Error | p-Value | Odds Ratio | 95% CI |
---|---|---|---|---|---|
1.a Vertebral fractures, N = 943, event = 270 | |||||
Intercept | −2.54 | - | - | - | - |
Back pain (absent versus present) | 1.82 | 0.16 | <0.0001 | 6.14 | 4.47–8.44 |
Bone disease/non-vertebral fracture (absent versus present) | 1.31 | 0.35 | 0.0002 | 3.71 | 1.88–7.32 |
Age group (≤65, >65 years) | 0.46 | 0.16 | 0.005 | 1.58 | 1.15–2.17 |
1.b Vertebral fractures with fall in ECOG considered, N = 908, events = 255 | |||||
Intercept | −2.97 | - | - | - | - |
Back pain (absent versus present) | 1.82 | 0.17 | <0.0001 | 6.17 | 4.43–8.61 |
Fall in ECOG (absent versus present) | 0.79 | 0.17 | <0.0001 | 2.19 | 1.58–3.05 |
Bone disease/non-vertebral fracture (absent versus present) | 1.17 | 0.36 | 0.001 | 3.23 | 1.60–6.54 |
Age group (≤65, >65 years) | 0.43 | 0.17 | 0.01 | 1.54 | 1.11–2.15 |
2.a eGFR < 40, N = 948, events = 148 | |||||
Intercept | −2.55 | - | - | - | - |
Back pain (absent versus present) | −0.82 | 0.21 | 0.0001 | 0.44 | 0.29–0.67 |
Age group (≤65, >65 years) | 0.76 | 0.20 | 0.0002 | 2.14 | 1.44–3.19 |
GI symptoms (absent versus present) | 0.80 | 0.29 | 0.005 | 2.23 | 1.28–3.91 |
Other pain (absent versus present) | −0.60 | 0.22 | 0.007 | 0.55 | 0.36–0.85 |
Bone disease/non-vertebral fracture (absent versus present) | −2.22 | 1.02 | 0.03 | 0.11 | 0.02–0.80 |
Initial Symptoms or Abnormality Reported ɸ | Total Symptoms or Abnormalities Reported at MM Diagnosis | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
Patient Reported Symptom Categories | Precursor Disease (n = 149) | De Novo Myeloma (n = 813) | Precursor Disease (n = 149) | De Novo Myeloma (n = 813) | ||||||
N | % | N | % | p * | N | % | N | % | p * | |
Back pain | 13 | 9 | 288 | 35 | 0.003 | 30 | 20 | 334 | 41 | 0.003 |
Other pain (excl. back pain) | 21 | 14 | 213 | 26 | 0.06 | 38 | 26 | 257 | 32 | >0.99 |
Systemic symptoms | 14 | 9 | 194 | 24 | 0.003 | 25 | 17 | 240 | 30 | 0.06 |
Anaemia (self-reported) | 12 | 8 | 57 | 7 | >0.99 | 30 | 20 | 83 | 10 | 0.03 |
Respiratory symptoms | 3 | 2 | 56 | 7 | >0.99 | 5 | 3 | 69 | 8 | 0.96 |
Gastrointestinal symptoms | 3 | 2 | 50 | 6 | >0.99 | 5 | 3 | 68 | 8 | >0.99 |
Infection | 4 | 3 | 38 | 5 | >0.99 | 7 | 5 | 47 | 6 | >0.99 |
Neurological symptoms | 5 | 3 | 28 | 3 | >0.99 | 9 | 6 | 44 | 5 | >0.99 |
Abnormal blood results (suggestive of myeloma) | 4 | 3 | 25 | 3 | >0.99 | 7 | 5 | 44 | 5 | >0.99 |
Bone disease and fracture (patient-reported) | 1 | 1 | 23 | 3 | >0.99 | 5 | 3 | 37 | 5 | >0.99 |
Other abnormal blood results | 9 | 6 | 12 | 1 | 0.06 | 13 | 9 | 19 | 2 | 0.01 |
Renal problems (self-reported) | 1 | 1 | 20 | 2 | >0.99 | 5 | 3 | 41 | 5 | >0.99 |
Other symptoms—not specified | 2 | 1 | 17 | 2 | >0.99 | 3 | 2 | 20 | 2 | >0.99 |
Bleeding/thrombosis | 2 | 1 | 14 | 2 | >0.99 | 3 | 2 | 21 | 3 | >0.99 |
Lumps | 2 | 1 | 7 | 1 | >0.99 | 3 | 2 | 9 | 1 | >0.99 |
Urological symptoms | 0 | 0 | 6 | 1 | >0.99 | 0 | 0 | 8 | 1 | >0.99 |
Precursor Disease N = 149 | De Novo Myeloma N = 813 | |||||
---|---|---|---|---|---|---|
Factor | Grouping | N | % | N | % | p * |
Age (years) | Median | 70 | 67 | 0.06 | ||
IQR | 62–78 | 59–74 | ||||
Ethnicity | White | 138 | 93 | 738 | 91 | >0.99 |
Gender | Male | 81 | 54 | 520 | 64 | 0.42 |
Planned high intensity treatment | Yes | 69 | 46 | 454 | 56 | 0.56 |
PS 6 m before | 0–1 | 136 | 91 | 742 | 91 | >0.99 |
2–4 | 6 | 4 | 44 | 5 | ||
Unavailable | 7 | 5 | 27 | 3 | ||
PS at entry | 0–1 | 126 | 85 | 598 | 74 | 0.001 |
2–4 | 17 | 11 | 203 | 25 | ||
Unavailable | 6 | 4 | 12 | 1 | ||
Decline in PS | No change | 106 | 71 | 430 | 53 | 0.001 |
Deteriorated | 35 | 24 | 356 | 44 | ||
Unavailable | 8 | 5 | 27 | 3 | ||
ISS | 1 | 39 | 26 | 174 | 21 | 0.04 |
2 | 63 | 42 | 287 | 35 | ||
3 | 20 | 13 | 227 | 28 | ||
Unavailable | 27 | 18 | 125 | 15 | ||
Hypercalcaemia | Yes | 2 | 1 | 43 | 5 | >0.99 |
No | 114 | 77 | 594 | 73 | ||
Unavailable | 33 | 22 | 176 | 22 | ||
Renal impairment | Yes | 18 | 12 | 130 | 16 | >0.99 |
No | 128 | 86 | 672 | 83 | ||
Unavailable | 3 | 2 | 11 | 1 | ||
Anaemia | Yes | 44 | 30 | 355 | 44 | 0.03 |
No | 76 | 51 | 303 | 37 | ||
Unavailable | 29 | 19 | 155 | 19 | ||
Bone disease | Yes | 82 | 55 | 598 | 74 | 0.001 |
No | 67 | 45 | 208 | 26 | ||
Unavailable | 0 | 0 | 7 | <1 | ||
Vertebral fracture | Present | 27 | 18 | 243 | 30 | 0.001 |
Absent | 53 | 36 | 345 | 42 | ||
Unavailable | 69 | 46 | 225 | 28 | ||
Number of CRAB features | 0 | 31 | 21 | 44 | 5 | 0.001 |
1 | 61 | 41 | 309 | 38 | ||
2 | 23 | 15 | 216 | 27 | ||
3+ | 0 | 0 | 62 | 8 | ||
Unavailable | 34 | 23 | 182 | 22 |
Symptom | N | Study Method/Symptom Recording | Back Pain | Other Pain: Generalised or Any Part of Body | Bone Pain | Chest Pain +/− Rib Pain | General Systemic Symptoms | Anaemia as Trigger for Referral | Tiredness or Fatigue | Night Sweats | Weight Loss | Infection | Unexplained Fracture or Bone Lesions | Short of Breath | Bleeding | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Study Country | ||||||||||||||||
TEAMM trial/UK | 962 | Questionnaire/ Patient own words -free text | 38 | 31 | 4 | 10 | 28 | 12 | 16 | 1 | 9 | 6 | 4 | 6 | 3 | |
Shephard 2015 */UK | 2703 | Primary care datalink (CPRD)/Predetermined GP symptom list | 28 | 26 Chest 15, joint 4, rib 3, combined bone 4 | 4 | 18 | 4 | 6 | 10 | 3 | ||||||
Howell 2015 [21], *,°/UK | 134 | Questionnaire/Predetermined specialist symptom list | 73.7 | 52.5 | 43.2 | 10.2 | 16.9 | 5.1 | 18.6 | 12.7 | ||||||
Howell 2013 [2] *,µ/UK | 493 | HMRN registry/ Patient own words -free text | 46.2 | 2.4 | 21.1 | 6.4 | 11.3 Joint problem/fracture | 6.8 | ||||||||
Forbes 2014 [8] *,°/UK | 134 | Questionnaire/ Predetermined specialist symptom list | 65.7 musculoskeletal, chest, abdominal | 47 fatigue, weight loss, anorexia | 20.1 SOB and cough | 6 | ||||||||||
Goldschmidt 2016 [4]/Israel | 110 | Insurance registry/predetermined symptom fields | 58 | 34 | 25 | 9 | ||||||||||
Kariyawasan 2007 [7]/UK | 92 | Retrospective healthcare record review | 67 | 14 asthenia | 9 | 5 | 5 | |||||||||
Kyle 2003/USA [20] | 1027 | Retrospective healthcare record review | 58 | 32 | 24 | |||||||||||
NICE guidelines for suspected cancer [23] ɸ | yes | No | Yes | No | No | No | No | No | No | Yes |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Bowcock, S.; Atkin, C.; Iqbal, G.; Pratt, G.; Yong, K.; Neal, R.D.; Planche, T.; Karunanithi, K.; Jenkins, S.; Stern, S.; et al. Presenting Symptoms in Newly Diagnosed Myeloma, Relation to Organ Damage, and Implications for Symptom-Directed Screening: A Secondary Analysis from the Tackling Early Morbidity and Mortality in Myeloma (TEAMM) Trial. Cancers 2023, 15, 3337. https://doi.org/10.3390/cancers15133337
Bowcock S, Atkin C, Iqbal G, Pratt G, Yong K, Neal RD, Planche T, Karunanithi K, Jenkins S, Stern S, et al. Presenting Symptoms in Newly Diagnosed Myeloma, Relation to Organ Damage, and Implications for Symptom-Directed Screening: A Secondary Analysis from the Tackling Early Morbidity and Mortality in Myeloma (TEAMM) Trial. Cancers. 2023; 15(13):3337. https://doi.org/10.3390/cancers15133337
Chicago/Turabian StyleBowcock, Stella, Catherine Atkin, Gulnaz Iqbal, Guy Pratt, Kwee Yong, Richard D. Neal, Tim Planche, Kamaraj Karunanithi, Stephen Jenkins, Simon Stern, and et al. 2023. "Presenting Symptoms in Newly Diagnosed Myeloma, Relation to Organ Damage, and Implications for Symptom-Directed Screening: A Secondary Analysis from the Tackling Early Morbidity and Mortality in Myeloma (TEAMM) Trial" Cancers 15, no. 13: 3337. https://doi.org/10.3390/cancers15133337
APA StyleBowcock, S., Atkin, C., Iqbal, G., Pratt, G., Yong, K., Neal, R. D., Planche, T., Karunanithi, K., Jenkins, S., Stern, S., Arnott, S., Toth, P., Wandroo, F., Dunn, J., & Drayson, M. T., on behalf of the TEAMM Trial Management Group and Trial Investigators. (2023). Presenting Symptoms in Newly Diagnosed Myeloma, Relation to Organ Damage, and Implications for Symptom-Directed Screening: A Secondary Analysis from the Tackling Early Morbidity and Mortality in Myeloma (TEAMM) Trial. Cancers, 15(13), 3337. https://doi.org/10.3390/cancers15133337