Retrospective Study
Copyright ©The Author(s) 2022.
World J Clin Oncol. May 24, 2022; 13(5): 339-351
Published online May 24, 2022. doi: 10.5306/wjco.v13.i5.339
Table 1 Patient demographic, clinical, baseline laboratory parameter and tumour characteristics, n (%)
CharacteristicsAnalysable population (n = 123)
Age, yr
Median59
Range 19-82
< 65 91 (74)
65-74 25 (20.3)
≥ 757 (5.7)
Sex
Male59 (48)
Female64 (52)
Smoking status
Never smoked 69 (58.9)
Smoker (former/current)31 (26.3)
Unknown18 (15.2)
Obesity status
Not specified106 (86.2)
Obese13 (10.4)
Data missing4 (3.4)
Number of comorbidities
054 (43.9)
132 (26)
≥ 237 (30.1)
Type of malignancy
Thorax10 (8.1)
GIT9 (7.3)
HPB40 (32.5)
GUT49 (39.8)
Others15 (12.2)
Cancer status
Remission or no evidence of disease 8 (6.5)
Present, stable, or responding to treatment 66 (53.7)
Present, progressive disease unknown49 (39.8)
ECOG performance status
0 or 190 (73.2)
218 (14.6)
≥ 315 (12.2)
Type of anticancer therapy
None in the 4 wk before COVID-19 diagnosis14 (11.4)
Non-cytotoxic therapy targeted therapy/endocrine therapy9 (7.3)
Immunotherapy3 (2.4)
Cytotoxic systemic therapy90 (73.2)
External beam radiotherapy7 (5.7)
Recent surgery
None in the 4 wk before COVID-19 diagnosis113 (91.9)
Yes10 (8.9)
Baseline laboratory parameters
C Reactive protein44 (35.8)
D-Dimer11 (8.9)
IL-65 (4.1)
RT-PCR test (viral load)
Mild (17-24)49 (39.8)
Moderate (25-31)30 (24.4)
High (> 31)44 (35.8)
HRCT score
Mild77 (62.6)
Moderate38 (30.8)
Severe8 (6.5)
Treatment of COVID-19
Hydroxychloroquine (HCQ) alone, azithromycin alone or with combination HCQ/azithromycin/ivermectin22 (17.9)
+ Steroids36 (293)
+ Remdesivir29 (23.6)
+ Tocilizumab3 (2.4)
+ Plasma therapy11 (8.9)
Neither22 (17.9)
Table 2 Primary and Secondary outcomes by potential prognostic variables (n = 123), n (%)

Admitted to ICU
Met composite endpoint
Required mechanical ventilation
Died
Total (n = 123)20 (16.2)30 (24.3)10 (8.1)18 (14.6)
Age, yr
< 65 (n = 91)18 (19.7)22 (22.2)9 (9.9)16 (17.6)
65-74 (n = 25)1 (4)5 (20)1 (4)1 (4)
≥ 75 (n = 7)1 (14.3)3 (42.8)01 (14.3)
Sex
Male (n = 59)6 (10.2)11 (18.6)3 (5)5 (8.5)
Female (n = 64)14 (21.8)19 (29.7)7 (10.9)13 (20.3)
Number of comorbidities
0 (n = 54)6 (11.1)9 (16.7)04 (7.4)
1 (n = 32)5 (15.6)11 (34.4)4 (12.5)5 (15.6)
≥ 2 (n = 37)9 (24.3)10 (27)6 (16.2)9 (24.3)
Type of malignancy
Thorax (n = 10)1 (10)2 (20)1 (10)1 (10)
GIT (n = 9)5 (55.5)6 (66.6)3 (33.3)4 (44.5)
HPB (n = 40)8 (20)14 (35)4 (10)7 (17.3)
GUT (n = 49)5 (10)7 (14.2)2 (4)5 (10)
Others (n = 15)1 (6.7)1 (6.7)01 (6.7)
Cancer status
Remission or no evidence of disease (n = 8)02 (25)00
Present, stable, or responding to treatment (n = 66)6 (9.9)9 (13.6)5 (7.6)5 (7.6)
Present, progressive disease unknown (n = 49)14 (28.6)19 (38.7)5 (10)13 (26.5)
ECOG performance status
0 or 1 (n = 90)010 (11.1)00
2 (n = 18)2 (11.1)5 (27.7)2 (11.1)4 (22.2)
≥ 3 (n = 15)15 (100)15 (100)8 (53.3)14 (93.3)
Type of anticancer therapy
None in the 4 wk before COVID-19 diagnosis (n = 14)6 (42.5)8 (57.1)3 (21.4)5 (35.7)
Non-cytotoxic therapy targeted therapy/endocrine therapy (n = 9)2 (22.2)5 (55.5)1 (11.1)2 (22.2)
Immunotherapy (n = 3)0000
Cytotoxic systemic therapy (n = 90)11 (12.2)16 (17.7)6 (6.7)10 (11.1)
External beam radiotherapy (n = 7)1 (14.3)1 (14.3)01 (14.3)
Recent surgery
None in the 4 wk before COVID-19 diagnosis (n = 113)19 (16.8)28 (24.8)9 (8)17 (15)
Yes (n = 10)1 (10)2 (20)1 (10)1 (10)
RT-PCR Test (viral load)
Mild (n = 49)5 (10.2)8 (16.3)3 (6.1)5 (10.2)
Moderate (n = 30)5 (16.7)9 (30)4 (13.3)5 (16.7)
High (n = 44)10 (22.7)13 (29.5)3 (6.8)8 (18.1)
HRCT Score
Mild (n = 77)7 (9)13 (16.9)05 (6.5)
Moderate (n = 38)7 (18.4)11 (28.9)4 (10.5)7 (18.4)
Severe (n = 8)6 (75)6 (75)6 (75)6 (75)
Treatment of COVID-19
Hydroxychloroquine (HCQ) alone, azithromycin alone or with combination HCQ/azithromycin/ivermectin (n = 22)1 (4.5)3 (13.6)01 (4.5)
+ Steroids (n = 36)4 (11.1)8 (22.2)2 (5.6)4 (11.1)
+ Remdesivir (n = 29)8 (27.6)11 (37.9)4 (13.8)7 (24.1)
+ Tocilizumab (n = 3)1 (33.3)1 (33.3)01 (33.3)
+ Plasma therapy (n = 11)6 (54.4)7 (63.6)4 (36.6)4 (36.6)
Neither (n = 22)0000
Table 3 Univariate regression models of potential variables associated with 30 d all-cause mortality (n = 123)

Odds ratio
P value
Age, yr
< 65 1
65-74 0.48 (0.13-1.78)0.2756
≥ 751.42 (0.26-7.88)0.6883
Sex
Male1
Female1.22 (0.51-2.96)0.6567
Smoking status
Never smoked1
Smoker (former/current)5.54 (2.05-14.99)0.0008
Unknown 2.19 (0.39-12.21)0.3711
Obesity status
Not specified1
Obese0.69 (0.14-3.32)0.6414
Number of comorbidities
01
12.67 (0.83-8.56)0.0993
≥ 23.38 (1.12-10.20)0.0303
Type of malignancy
Thorax1
GIT2.57 (0.19-34.48)0.4758
HPB4.5 (0.51-39.44)0.1744
GUT1.5 (0.16-13.75)0.7198
Others1.38 (0.11-17.67)0.8022
Cancer status
Remission or no evidence of disease 1
Present, stable, or responding to treatment 1.02 (0.16-6.43)0.9832
Present, progressive disease unknown25.5 (5.14-126.59)0.0001
Type of anticancer therapy
None in the 4 wk before COVID-19 diagnosis 1
Non-cytotoxic therapy targeted therapy/endocrine therapy0.13 (0.01-1.28)0.08
Immunotherapy00.9981
Cytotoxic systemic therapy0.19 (0.06-0.63)0.0067
External beam radiotherapy0.2 (0.02-2.18)0.1867
Recent surgery
None in the 4 wk before COVID-19 diagnosis 1
Yes0.41 (0.05-3.38)0.4053
Baseline laboratory parameters
C reactive protein1
D-dimer4.44 (1.76-11.23)0.0016
IL-618.48 (1.96-173.82)0.0108
HRCT score
Mild1
Moderate3.44 (1.3-9.12)0.0132
Severe7.44 (1.58-35.1)0.0112
RT-PCR Test (viral load)
Mild (49)1
Moderate (30)1.28 (0.40-4.14)0.6786
High (44)1.71 (0.62-4.76)0.3933
Treatment of COVID-19
Hydroxychloroquine (HCQ) alone, azithromycin alone or with combination HCQ/azithromycin/ivermectin1
+ Steroids3.91 (0.39-39.31)
+ Remdesivir31.06 (3.79-255.41)0.2470
+ Tocilizumab0.0014
+ Plasma therapy75.25 (7.30-775.28)0.0003
Presentation
Asymptomatic1
Symptomatic11.1 (1.43-85.85)0.0211
Managed at
Home-based care1
Ward admission121.6 (21.8-677.7)< 0.0001
ICU admission0.4 (0.04-3.57)0.4119