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 Table 2. Factors associated with severe COVID-19 and or mortality on multivariable regression analysis #

 Factors associated with severe COVID-19 and or mortality
 Comorbidities                                            Treatment exposure
 Study  Cancer type  ECOG   Cancer status  Laboratory
 Age  Male   Smoking  Others  status  variables  For COVID           For cancer
 gender
 [13]
 Yang et al.  All cancers (N =   NA  OR = 3.86  NA  NA  NA  NA  NA  NA  Cytotoxic chemotherapy*
 105)  (1.57-                                                        (OR = 3.51, 95%CI: 1.16-
 9.50), P =                                                          10.59, P = 0.026)
 0.0033)
 [10]
 Mehta et al.  All cancers (N =   Age < 65 (OR  NA  NA  - Higher composite  NA  NA  Elevated D-  NA  NA
 105)  = 0.23,   comorbidity   dimer, lactate,
 95%CI: 0.07-  score** (OR = 1.52,   and LDH
 0.6)  95%CI: 1.02-2.33)
 - ICU admission
 (OR = 4.83, 95%CI:
 1.46-17.15)
 [16]
 Luo et al.  Lung cancer (N =   Advancing age  NA  OR 2.9,   - COPD (OR =   NA  NA  NA  NA  NA
 101)  (OR = 2.01,   95%CI:   3.87, 95%CI: 1.35-
 95%CI: 1.34-  1.07-9.44)  9.68)
 3.19)  - HTN (OR = 2.68,
 95%CI: 1.14-6.14)
 [8]
 Lee et al.  All cancers (N =   OR = 9.42,   OR = 1.67  NA  - HTN (OR = 1.95,   NA  NA  NA  NA  NA
 800)  95%CI: 6.56-  (1.19-  1.36-2.80, P <
 10.02, P <   2.34), P =   0.001)
 0.0001  0.003)  - CVD (OR = 2.32,
 1.47-3.64)
 [7]
 Kuderer et al.  All cancers (N =   Increased age  OR = 1.63,  OR = 1.60,   Number of   ECOG 2 or  Active cancer   Azithromycin +
 928)  (OR = 1.84,   95%CI:   95%CI:   comorbidities (two  more (OR =  (progressing vs.   hydroxychloroquine (vs.
 95%CI: 1.53-  1.07-2.48  1.03-2.47   vs. none: OR =   3.89,   remission: OR =   treatment with neither: OR
 2.21)  4.50, 95%CI: 1.33-  95%CI 2.11- 5.20, 95%CI: 2.77-  = 2.93, 95%CI: 1.79-4.79)
 15.28)  7.18),  9.77)
 [11,20]
 Garassino et al.  Lung cancer (N =   Age > 65 (OR  NA  NA  NA  ECOG  ≥ 1   NA  NA  NA  Use of steroids
 400)  = 1.70, 95%CI:   (OR = 2.14,                                  (equivalent of prednisone
 1.09-2.63, P =   95%CI: 1.11-                                       > 10 mg/day) (OR =
 0.018)  4.11, P <                                                   1.49, 95%CI: 1.00-2.23, P
  0.001)                                                             = 0.052)
                                                                     Chemotherapy (+ or -
                                                                     immunotherapy) (OR =
                                                                     1.71, 95%CI: 1.12-2.63, P
                                                                     = 0.025)

 #
 - Only positive associations reported. *Within 4 weeks before symptom onset; **Composite score defined as the sum of indicators for diabetes mellitus (DM), hypertension, chronic lung disease, chronic kidney
 disease, coronary artery disease, and congestive heart failure capped at a maximum of 3. NA: Not applicable; OR: odds ratio; CI: confidence interval; ICU: intensive care unit; LDH: lactate dehydrogenase; COPD:
 chronic obstructive pulmonary disease; HTN: hypertension; ECOG: Eastern Cooperative Oncology Group.
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