Hello everyone!
I created this report using our REDCap COVID-19 imaging database.


Data collection

This table shows how much data we have already collected in REDCap.


Tables with outcomes

We tentatively chose the primary endpoint as a composite of:



This table shows some outcomes for each of 125 patients that are entered in the database.



Interactive table with all vatiables

This is a table with all the variables in the database.

It can be overwhelming because it has 631 variables, but they can be filtered:
  1. By variable type, by checking boxes below Type ov variable
  2. By p value by moving the knob under “p value filter”
  3. You can search for a variable’s name (upper right corner of the table)
Values are presented similarly to a table in a journal: mean and standard deviation for normally distributed continuous variables and median and IQR for non-normally distributed variabes. For categorical variables n and (%). P values are calculated by appropriate tests (chi2, Mann-Whitney or Welch t-test).

Red color indicates p < 0.05.

link to codebook in REDCap with list and explanation of all variables


Plots

Boxplot - ECHO MV E Vmax

Boxplot - ECHO Mid LV diameter

Boxplot - CT max LV diameter

Fractional area change

Vena cave diameter


References

JACC - Right Ventricular Dilation in Hospitalized Patients with COVID-19 Infection

Circulation - The Spectrum of Cardiac Manifestations in Coronavirus Disease 2019 (COVID-19) – a Systematic Echocardiographic Study.

AJC - Prognostic Value of Left Ventricular Global Longitudinal Strain in COVID-19

EHJ CI -Global evaluation of echocardiography in patients with COVID-19

JACC CI-Prognostic Value of Right Ventricular Longitudinal Strain in Patients with COVID-19

##   [1]   NA   NA 36.0   NA   NA 26.0   NA   NA 28.0   NA 51.0   NA   NA   NA   NA
##  [16] 25.0   NA   NA 33.0 44.0 36.0   NA   NA   NA 32.0   NA 34.0 34.0   NA 36.0
##  [31]   NA   NA 35.0 31.0 40.0   NA 44.0 21.0   NA   NA   NA 30.0 40.0   NA   NA
##  [46]   NA 17.0 40.0 39.0   NA 45.0 39.0 43.0 40.0 26.0 35.0 32.0 32.0 25.0 42.0
##  [61] 45.0 30.0 37.0 26.0   NA 30.0 28.0 32.0 38.0 33.0 30.0 27.0 27.0   NA   NA
##  [76]   NA 38.0 25.0 35.0 41.0 33.0 32.0 45.0 34.0 33.0 31.0 24.0 39.0 37.0 30.0
##  [91] 32.0 33.0 33.0 44.0 27.0 38.4 34.0 25.0 43.0 27.0 29.0 44.0 25.0 32.0 36.5
## [106] 37.0 23.0 16.0 34.0 23.0 40.0 38.0 27.0 34.0 39.0 37.0 35.0 37.0 38.0 36.0
## [121] 32.0 38.0 34.0 30.0 28.5
##   [1]   NA   NA 36.0   NA   NA 26.0   NA   NA 28.0   NA 51.0   NA   NA   NA   NA
##  [16] 25.0   NA   NA 33.0 44.0 36.0   NA   NA   NA 32.0   NA 34.0 34.0   NA 36.0
##  [31]   NA   NA 35.0 31.0 40.0   NA 44.0 21.0   NA   NA   NA 30.0 40.0   NA   NA
##  [46]   NA 17.0 40.0 39.0   NA 45.0 39.0 43.0 40.0 26.0 35.0 32.0 32.0 25.0 42.0
##  [61] 45.0 30.0 37.0 26.0   NA 30.0 28.0 32.0 38.0 33.0 30.0 27.0 27.0   NA   NA
##  [76]   NA 38.0 25.0 35.0 41.0 33.0 32.0 45.0 34.0 33.0 31.0 24.0 39.0 37.0 30.0
##  [91] 32.0 33.0 33.0 44.0 27.0 38.4 34.0 25.0 43.0 27.0 29.0 44.0 25.0 32.0 36.5
## [106] 37.0 23.0 16.0 34.0 23.0 40.0 38.0 27.0 34.0 39.0 37.0 35.0 37.0 38.0 36.0
## [121] 32.0 38.0 34.0 30.0 28.5
  composite_endpoint
Predictors Odds Ratios CI p
(Intercept) 0.00 0.00 – 0.11 0.056
age 1.02 0.92 – 1.14 0.659
gender [M] 0.50 0.03 – 5.38 0.590
bmi 0.97 0.83 – 1.11 0.657
hypertension [1] 0.07 0.00 – 1.68 0.138
diabetes_mellitus [1] 10.32 0.89 – 242.52 0.089
chf [1] 0.18 0.00 – 6.56 0.383
echo_basal_lv_diameter 1.36 1.10 – 1.90 0.022
Observations 32
R2 Tjur 0.359 
##   [1] F M M M M F F M F M M M M F F F F F M F F F M M M M M M F F M M M M M M M
##  [38] F F M F F M M M M M M F F M M M F M F F F F M M F M F M F F F F M M M F M
##  [75] F M M M M M F F M F F M F F M F M F F M F M F M M M F M F F F M F F M F M
## [112] F F F F F M M M M M F M F F
## Levels: F M 1
##   [1] 0.67   NA   NA 0.64 0.32 0.66 1.09   NA   NA   NA   NA   NA   NA   NA 1.31
##  [16]   NA   NA   NA   NA   NA   NA   NA   NA 1.38   NA   NA   NA   NA   NA 0.73
##  [31] 1.16   NA 1.17 1.09 0.76   NA 0.74   NA 0.95   NA 0.93 0.94   NA 1.17 0.57
##  [46] 0.95   NA 1.37 1.32 0.67 1.28   NA   NA   NA   NA   NA   NA   NA   NA   NA
##  [61]   NA   NA   NA   NA   NA   NA   NA   NA   NA   NA   NA   NA   NA   NA   NA
##  [76]   NA   NA   NA   NA   NA   NA   NA   NA   NA   NA   NA   NA   NA   NA   NA
##  [91]   NA   NA   NA   NA   NA   NA   NA   NA   NA   NA   NA   NA   NA   NA   NA
## [106]   NA   NA   NA   NA   NA   NA   NA   NA   NA   NA   NA   NA   NA   NA   NA
## [121]   NA   NA   NA   NA   NA
##   [1]  -6.4  -9.9    NA -13.2    NA -16.4 -12.8    NA    NA    NA    NA    NA
##  [13]    NA    NA    NA    NA    NA -11.0    NA    NA    NA    NA    NA -10.0
##  [25]    NA    NA    NA    NA    NA    NA    NA    NA    NA    NA    NA    NA
##  [37]    NA    NA -15.0    NA    NA -15.0    NA -25.0 -12.0 -21.0    NA -18.3
##  [49]  -9.7    NA -12.8    NA    NA    NA    NA    NA    NA    NA    NA    NA
##  [61]    NA    NA    NA    NA    NA    NA    NA    NA    NA    NA    NA    NA
##  [73]    NA    NA    NA    NA    NA    NA    NA    NA    NA    NA    NA    NA
##  [85]    NA    NA    NA    NA    NA    NA    NA    NA    NA    NA    NA    NA
##  [97]    NA    NA    NA    NA    NA    NA    NA    NA    NA    NA    NA    NA
## [109]    NA    NA    NA    NA    NA    NA    NA    NA    NA    NA    NA    NA
## [121]    NA    NA    NA    NA    NA

##   [1] 41.08527 39.09465       NA 40.65041       NA 67.47967 64.15094       NA
##   [9]       NA 43.97590 17.97386 48.38710       NA       NA 38.82353 36.53846
##  [17] 55.97826 48.64865       NA 10.12658       NA       NA 45.74468 46.22642
##  [25] 26.92308 31.65138       NA 38.51852       NA 50.89820 51.62791 32.02247
##  [33] 37.07317 53.64964 57.63889       NA 25.00000 30.70866 64.74820       NA
##  [41] 39.31624 52.63158 30.16949 54.40415 64.32432 47.21190 35.59322 40.90909
##  [49] 61.88525 27.63158 31.25000       NA       NA       NA       NA       NA
##  [57]       NA       NA       NA       NA       NA       NA       NA       NA
##  [65]       NA       NA       NA       NA       NA       NA       NA       NA
##  [73]       NA       NA       NA       NA       NA       NA       NA       NA
##  [81]       NA       NA       NA       NA       NA       NA       NA       NA
##  [89]       NA       NA       NA       NA       NA       NA       NA       NA
##  [97]       NA       NA       NA       NA       NA       NA       NA       NA
## [105]       NA       NA       NA       NA       NA       NA       NA       NA
## [113]       NA       NA       NA       NA       NA       NA       NA       NA
## [121]       NA       NA       NA       NA       NA

## [1] 3