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Kulkarni et al. J Cancer Metastasis Treat 2021;7:31  https://dx.doi.org/10.20517/2394-4722.2021.36  Page 3 of 8

               Table 1. Key studies highlighting the mortality rates in all cancers and lung cancers
                                                                  Mortality in patients with  Mortality in patients with
                Study          Study population  Study size (N)
                                                                  any cancer          lung cancer
                     [9]
                Dai et al.     Chinese           105 (All cancers)   11.4%            18.1%
                                                 22 (Lung cancer)
                      [13]
                Yang et al.    Chinese           205 (All cancers)   20%              25%
                                                 25 (Lung cancer)
                       [10]
                Mehta et al.   United States     218 (All cancers)   28%              55%
                                                 11 (Lung cancer)
                Luo et al. [16]  United States   101 (Lung cancer)  NA                25%
                     [8]
                Lee et al.     United Kingdom    800 (All cancers)   28%              14%
                                                 90 (Lung cancer)
                        [7]
                Kuderer et al.  United States and Canada 928 (All cancers)   13%      26%
                                                 92 (Lung cancer)
                         [11,20]
                Garassino et al.  European       400 (Lung cancer)  NA                35%
               NA: Not applicable.

               chemotherapy (but not targeted therapy) within 4 weeks before symptom onset (OR = 3.51, 95%CI: 1.16-
               10.59, P = 0.026) and male sex (OR = 3.86, 95%CI: 1.57-9.50, P = 0.0033) were associated with increased
               mortality.


               In the United States, one of the first studies to report experience with cancer and COVID-19 was the single-
               institution study from the Montefiore Health system in New York, NY, the epicenter of infection in the
               early stages of the pandemic. In this study, 218 patients with cancer and COVID-19 were included . The
                                                                                                    [10]
               mortality was 28% across all cancers. Amongst patients with solid tumor malignancies, the eleven patients
               with lung cancer had the highest mortality (55%). In the multivariate model, older age (age < 65, OR = 0.23,
               95%CI: 0.07-0.6), higher composite comorbidity score (composite score defined as the sum of indicators for
               diabetes mellitus, hypertension, chronic lung disease, chronic kidney disease, coronary artery disease, and
               congestive heart failure capped at a maximum of 3) (OR = 1.52, 95%CI: 1.02-2.33), ICU admission (OR =
               4.83, 95%CI: 1.46-17.15), and elevated inflammatory markers (D-dimer, lactate, and lactate dehydrogenase)
               were significantly associated with mortality. Advanced metastatic disease and active disease showed a trend
               for increased mortality but did not meet statistical significance. Similarly, active chemotherapy or radiation
               treatment was not associated with increased fatality. The number of patients on immunotherapy was
               negligible.


               Another single-institution study from New York showed that patients with lung cancer (N = 102) and
               COVID-19 had high rates of hospitalization (65%) and death (25%) . Similar to other studies, advancing
                                                                         [16]
               age (OR = 2.01, 95%CI: 1.34-3.19), smoking history [OR = 2.9, 95%CI: 1.07-9.44, comparing the median
               (23.5 pack-years) to never-smoker], COPD (OR = 3.87, 95%CI: 1.35-9.68), and hypertension (OR = 2.68,
               95%CI: 1.14-6.14) were associated with increased risk of severe COVID-19. Active/metastatic lung cancer,
               history of prior thoracic radiation or thoracic surgery did not appear to impact the severity of COVID-19
               infection. Another smaller study in patients with lung cancer (N = 41) who received immunotherapy
               showed numerical increase in COVID-19 severity (univariate OR, 1.18-1.81 for severity outcomes);
               however, when adjusted for smoking history, immunotherapy exposure did not significantly impact risk of
               hospitalization, ICU admission, or death .
                                                 [18]
               COVID‐19 and Cancer Consortium (CCC-19) from the US, and the United Kingdom Coronavirus Cancer
               Monitoring Project (UKCCMP) are the two largest pan-cancer cohorts to study the impact of cancer on
               COVID-19 infection. The UKCCMP study analyzed 800 patients with a diagnosis of cancer and
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