D-Dimer beyond Diagnosis of Pulmonary Embolism: Its Implication for Long-Term Prognosis in Cardio-Oncology Era
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Design and Subjects
2.2. Data Collection
2.3. Statistical Analysis
3. Results
3.1. The Patient Characteristics at Baseline
3.2. The Severity of PE and the Primary Trigger Leading to PE Diagnosis
3.3. Initial Treatment of PE and Treatment Response
3.4. Post-Discharge Outcome
4. Discussion
4.1. CAT-PE in Contemporary Clinical Practice
4.2. Time Course Changes and Prognostic Significance of D-Dimer
4.3. Limitations
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Patients with Malignancies (N = 120) | ||
---|---|---|
Primary Site of Malignancy | ||
ovary | 24 (20%) | |
colon | 21 (17%) | |
stomach | 12 (10%) | |
uterus | 10 (8.3%) | |
lung | 9 (7.5%) | |
lymphocyte (lymphoma) | 7 (5.8%) | |
mammary gland | 6 (5.0%) | |
pancreas | 5 (4.2%) | |
bladder | 4 (3.3%) | |
prostate | 3 (2.5%) | |
liver | 3 (2.5%) | |
unknown | 3 (2.5%) | |
kidney | 2 (1.6%) | |
skin | 2 (1.6%) | |
duodenum | 2 (1.6%) | |
adipose tissue | 1 (0.8%) | |
anus | 1 (0.8%) | |
bone marrow (myeloma) | 1 (0.8%) | |
brain | 1 (0.8%) | |
larynx | 1 (0.8%) | |
pharynx | 1 (0.8%) | |
retroperitoneum | 1 (0.8%) | |
Chemotherapy | 43 (36%) | |
Radiation | 3 (2.5%) |
Malignancy | |||
---|---|---|---|
No (N = 139) | Yes (N = 120) | p | |
age (years) | 62 (42–77) | 71 (61–78) | 0.001 |
sex (male, %) | 45 (32%) | 52 (43%) | 0.069 |
BMI | 22.7 (21.0–25.6) | 22.8 (20.0–25.2) | 0.36 |
BSA | 1.59 (1.47–1.76) | 1.58 (1.44–1.71) | 0.36 |
Triggers of PE | |||
bed rest | 34 (24%) | 8 (7%) | <0.001 |
post-operation | 25 (18%) | 18 (15%) | 0.52 |
pregnancy | 17 (12%) | 0 (0%) | <0.001 |
infection | 12 (9%) | 8 (7%) | 0.55 |
collagen disease | 8 (6%) | 2 (2%) | 0.076 |
bone fracture | 8 (6%) | 0 (0%) | 0.008 |
congenital disease | 2 (1.4%) | 0 (0%) | 0.50 |
drug-induced | 9 (6%) | 4 (3%) | 0.27 |
Comorbidities/Medical history | |||
hypertension | 51 (37%) | 42 (35%) | 0.78 |
dyslipidemia | 24 (17%) | 15 (13%) | 0.28 |
diabetes mellitus | 19 (14%) | 15 (13%) | 0.78 |
hemodialysis | 1 (1%) | 0 (0%) | 1.0 |
stroke | 11 (8%) | 8 (7%) | 0.70 |
venous thromboembolism | 11 (8%) | 10 (8%) | 0.90 |
arterial thromboembolism | 3 (2%) | 2 (2%) | 1.0 |
Social history | |||
tobacco (never/ex/current) | 97/25/17 (70%/18%/12%) | 65/33/22 (54%/28%/18%) | 0.035 |
alcohol | 49 (35%) | 42 (35%) | 0.97 |
Medication | |||
antiplatelet | 8 (6%) | 6 (5%) | 0.78 |
anticoagulant | 12 (9%) | 7 (6%) | 0.37 |
Initial treatment | 0.59 | ||
heparin | 111 (83%) | 96 (80%) | |
DOAC | 20 (15%) | 21 (18%) | |
others | 3 (2%) | 3 (3%) | |
Treatment at discharge | <0.001 | ||
warfarin | 39 (30%) | 5 (5%) | |
DOAC | 79 (61%) | 91 (82%) | |
none | 12 (9%) | 15 (13%) | |
In-hospital death | 9 (6%) | 8 (7%) | 0.95 |
Model 1 | Model 2 | |||||||
---|---|---|---|---|---|---|---|---|
β | SEM | t-Value | p Value | β | SEM | t-Value | p Value | |
age | −0.033 | 0.051 | −0.39 | 0.70 | −0.006 | 0.050 | −0.07 | 0.95 |
sex (female) | −0.076 | 0.80 | −0.97 | 0.33 | −0.060 | 0.79 | −0.78 | 0.44 |
BMI | −0.019 | 0.18 | −0.24 | 0.81 | −0.018 | 0.18 | −0.24 | 0.81 |
PE severity | ||||||||
massive/non-massive | −0.090 | 2.27 | −0.74 | 0.46 | −0.093 | 2.25 | −0.77 | 0.44 |
sub-massive/non-massive | 0.067 | 1.92 | 0.56 | 0.57 | 0.076 | 1.90 | 0.65 | 0.52 |
Treatment at discharge | ||||||||
DOACs/None | −0.053 | 1.21 | −0.71 | 0.48 | −0.022 | 1.20 | −0.30 | 0.76 |
DOACr/None | −0.12 | 1.43 | −1.43 | 0.16 | −0.14 | 1.42 | −1.72 | 0.09 |
Warfarin/None | 0.005 | 1.76 | 0.06 | 0.95 | −0.010 | 1.71 | −0.12 | 0.91 |
Malignancy status | ||||||||
malignancy (yes) | 0.32 | 0.79 | 3.95 | <0.001 | - | - | - | - |
active malignancy (yes) | - | - | - | - | 0.35 | 0.79 | 4.51 | <0.001 |
All Cause Death | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Model 1 | Model 2 | |||||||||||
HR | 95% CI | p | HR | 95% CI | p | |||||||
D-dimer at PE onset | 1.01 | 0.996–1.03 | 0.14 | |||||||||
D-dimer at discharge | 1.06 | 1.03–1.09 | <0.001 | |||||||||
Anticoagulation therapy at discharge | ||||||||||||
DOACs/None | 0.31 | 0.11–0.88 | 0.028 | 0.11 | 0.027–0.46 | 0.003 | ||||||
DOACr/None | 0.19 | 0.063–0.55 | 0.002 | 0.081 | 0.017–0.39 | 0.002 | ||||||
Warfarin/None | 0.61 | 0.15–2.47 | 0.49 | 0.16 | 0.027–0.99 | 0.049 | ||||||
Malignancy status | ||||||||||||
(active/no) | 23.8 | 6.79–83.6 | <0.001 | 9.32 | 2.50–34.7 | <0.001 | ||||||
(active/inactive) | 5.30 | 1.92–14.6 | 0.001 | 4.17 | 1.16–15.0 | 0.028 | ||||||
MACE | MI + Stroke | Major Bleeding | ||||||||||
HR | 95% CI | p | HR | 95% CI | p | HR | 95% CI | p | ||||
Anticoagulation therapy at discharge | ||||||||||||
DOACs/None | 0.15 | 0.030–0.72 | 0.018 | 0.48 | 0.051–4.54 | 0.52 | 0.44 | 0.12–1.66 | 0.23 | |||
DOACr/None | 0.025 | 0.003–0.19 | <0.001 | 0.086 | 0.006–1.18 | 0.066 | 0.18 | 0.040–0.82 | 0.027 | |||
Warfarin/None | 0.074 | 0.006–0.89 | 0.041 | 0.27 | 0.015–5.10 | 0.38 | 1.02 | 0.25–4.21 | 0.98 | |||
Malignancy status | ||||||||||||
(active/no) | 17.0 | 3.09–93.7 | 0.001 | 9.52 | 1.72–52.6 | 0.010 | 3.39 | 1.34–8.60 | 0.010 | |||
(active/inactive) | 8.05 | 0.95–68.1 | 0.056 | 4.89 | 0.56–42.8 | 0.15 | 8.15 | 1.04–63.8 | 0.046 |
Malignancy Status | |||||||||
---|---|---|---|---|---|---|---|---|---|
No | Inactive | Active | |||||||
HR | 95% CI | p | HR | 95% CI | p | HR | 95% CI | p | |
D-dimer at discharge | 0.63 | 0.21–1.19 | 0.20 | 1.67 | 1.18–3.74 | <0.001 | 1.05 | 1.03–1.08 | <0.001 |
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Himeno, M.; Nagatomo, Y.; Miyauchi, A.; Sakamoto, A.; Kiyose, K.; Yukino-Iwashita, M.; Kawai, A.; Naganuma, T.; Maekawara, S.; Naito, A.; et al. D-Dimer beyond Diagnosis of Pulmonary Embolism: Its Implication for Long-Term Prognosis in Cardio-Oncology Era. J. Pers. Med. 2023, 13, 226. https://doi.org/10.3390/jpm13020226
Himeno M, Nagatomo Y, Miyauchi A, Sakamoto A, Kiyose K, Yukino-Iwashita M, Kawai A, Naganuma T, Maekawara S, Naito A, et al. D-Dimer beyond Diagnosis of Pulmonary Embolism: Its Implication for Long-Term Prognosis in Cardio-Oncology Era. Journal of Personalized Medicine. 2023; 13(2):226. https://doi.org/10.3390/jpm13020226
Chicago/Turabian StyleHimeno, Masafumi, Yuji Nagatomo, Akira Miyauchi, Aimi Sakamoto, Keita Kiyose, Midori Yukino-Iwashita, Akane Kawai, Tsukasa Naganuma, Satonori Maekawara, Ayami Naito, and et al. 2023. "D-Dimer beyond Diagnosis of Pulmonary Embolism: Its Implication for Long-Term Prognosis in Cardio-Oncology Era" Journal of Personalized Medicine 13, no. 2: 226. https://doi.org/10.3390/jpm13020226
APA StyleHimeno, M., Nagatomo, Y., Miyauchi, A., Sakamoto, A., Kiyose, K., Yukino-Iwashita, M., Kawai, A., Naganuma, T., Maekawara, S., Naito, A., Kagami, K., Yumita, Y., Yasuda, R., Toya, T., Ikegami, Y., Masaki, N., & Adachi, T. (2023). D-Dimer beyond Diagnosis of Pulmonary Embolism: Its Implication for Long-Term Prognosis in Cardio-Oncology Era. Journal of Personalized Medicine, 13(2), 226. https://doi.org/10.3390/jpm13020226