I am going to present here an initial data summary of the thrombolytic experience in Hindu Rao Hospital from 2012-2018 which is going to be presented as a formal paper. Only complete cases with 4-5 sets of ECG were chosen in this analysis. THE ST resolution from ST elevation as a criteria for successful thrombolysis is described in literature as three categories: Complete(>70% resolution),Partial(30-70%) and None(<30%),the criteria of time period varies in different literature. We assessed for ST resolution at 60 minutes,90 minutes and 180 minutes(to account for prolonged infusion of streptokinase )

Key Objectives-

  1. Examine the Demographic table summary at a galance of two thrombolytics
  2. Evaluate presnce of circadian rhythm in onset of symptoms and if it is attenuated in Diabetics
  3. Evaluate ST resolution and its timeline and circadian variation and factors affecting it(therapy and location of infarct 4 Evaluate complication Frequency in both thrombolytics
  4. Evaluate frequency of adverse effects in both thrombolytics

Lets look at summary table first

Thrombolytics Summary Table
NstreptokinasetenecteplaseTest Statistic
7931
age110455461455868F1,108 = 1.87,P = 0.1741
sex : male1100
.
722
72.1525779
0
.
839
83.8712631
χ2
1
=
1.65,
P = 0.199
Diabetic : Non_Diabetic1100
.
658
65.8235279
0
.
677
67.7422131
χ2
1
=
0.04,
P = 0.848
Hypertensive : Non_Hypertensive1100
.
532
53.1654279
0
.
484
48.3871531
χ2
1
=
0.20,
P = 0.652
SBP110107123137111119134F1,108 = 0.16,P = 0.6901
HR110637787687883F1,108 = 0.11,P = 0.7461
resolution110χ2
2
=
2.35,
P = 0.309
    complete0
.
506
50.6334079
0
.
548
54.8391731
    partial0
.
316
31.6462579
0
.
387
38.7101231
    none0
.
177
17.7221479
0
.
065
6.452 231
complication110χ2
4
=
5.58,
P = 0.233
    Arrhythmia0
.
114
11.392 979
0
.
065
6.452 231
    Cardiogenic Shock0
.
177
17.7221479
0
.
097
9.677 331
    LVF0
.
177
17.7221479
0
.
129
12.903 431
    Recurrent Angina0
.
165
16.4561379
0
.
097
9.677 331
    Uncomplicated0
.
367
36.7092979
0
.
613
61.2901931
adverse_effect110χ2
2
=
1.43,
P = 0.489
    Allergic reaction0
.
038
3.797 379
0
.
000
0.000 031
    minor-moderate bleeding0
.
089
8.861 779
0
.
065
6.452 231
    No adverse effect0
.
873
87.3426979
0
.
935
93.5482931
Smoker : smoker1100
.
354
35.4432879
0
.
484
48.3871531
χ2
1
=
1.57,
P = 0.211
location110χ2
2
=
4.33,
P = 0.115
    Anterior0
.
481
48.1013879
0
.
613
61.2901931
    Inferior0
.
430
43.0383479
0
.
226
22.581 731
    Other0
.
089
8.861 779
0
.
161
16.129 531
onset110χ2
5
=
1.79,
P = 0.877
    0-40
.
165
16.4561379
0
.
161
16.129 531
    4-80
.
266
26.5822179
0
.
226
22.581 731
    8-120
.
063
6.329 579
0
.
032
3.226 131
    12-160
.
139
13.9241179
0
.
226
22.581 731
    16-200
.
165
16.4561379
0
.
129
12.903 431
    20-240
.
203
20.2531679
0
.
226
22.581 731
N is the number of non-missing value. 1Kruskal-Wallis test. 2Pearson test

While tenecteplase appears to be better in terms of complication and adverse effcet profile it doesnt attain statistical significance(possibly due to small sample size)

Lets look at onset of symptom

Diabetic onset percentage
Diabetic 0-4 13.51
Non_Diabetic 0-4 12.33
Diabetic 4-8 16.22
Non_Diabetic 4-8 20.55
Diabetic 8-12 10.81
Non_Diabetic 8-12 16.44
Diabetic 12-16 21.62
Non_Diabetic 12-16 12.33
Diabetic 16-20 24.32
Non_Diabetic 16-20 24.66
Diabetic 20-24 13.51
Non_Diabetic 20-24 13.70

We clearly see a morning surge in non Diabetics which is absent in Diabetics.

Lets visualise.

Lets perform a formal test

##               
##                0-4 4-8 8-12 12-16 16-20 20-24
##   Diabetic      10   5    2     4     7     9
##   Non_Diabetic   8  23    4    14    10    14
## 
##  Fisher's Exact Test for Count Data
## 
## data:  mi$Diabetic and mi$onset
## p-value = 0.1102
## alternative hypothesis: two.sided

While the test doenst attain statistical significance , there is a definite trend.

Lets look at pattern of ST resolution

Lets look at proportion

We clearly see Proportion of complete and partial resolution is higher in tenecteplase.

Lets look at resolution by location-

While it gives an idea about absolute numbers. It is difficult to think in proportion.

Now it is clearer Inferior has a slightly higher rate of complete and partial thrombolysis. Lets visualise it via individual thrmombolytics.

We see tenecteplase has minimum rates of no resolution, while it is effective even in all locations, however inferior wall has good thrmobolysis results even with streptokinase.

Lets look at Kaplan Meir’s curve of ST resolution with time

We can clearly see here that Tenecteplase takes an early lead in complete ST resolution percent due to bolus action but slowly by 3 hours Streptokinase catches up. However this difference can be important in very sick patients, but in this tudy it did not manifest as a difference in complication even though tenecteplase had an edge.

Lets see formal analysis

## Call: survfit(formula = Surv(time, thrombolysis) ~ therapy, data = mi)
## 
##                 therapy=streptokinase 
##  time n.risk n.event survival std.err lower 95% CI upper 95% CI
##    60     79      11    0.861  0.0390        0.788        0.941
##    90     68       5    0.797  0.0452        0.714        0.891
##   180     63      24    0.494  0.0562        0.395        0.617
## 
##                 therapy=tenecteplase 
##  time n.risk n.event survival std.err lower 95% CI upper 95% CI
##    60     31       8    0.742  0.0786        0.603        0.913
##    90     23       7    0.516  0.0898        0.367        0.726
##   180     16       2    0.452  0.0894        0.306        0.666

Now lets visualise circadian variation in resolution

resolution onset percentage
complete 0-4 8.77
none 0-4 6.25
partial 0-4 21.62
complete 4-8 12.28
none 4-8 31.25
partial 4-8 24.32
complete 8-12 5.26
none 8-12 25.00
partial 8-12 24.32
complete 12-16 15.79
none 12-16 18.75
partial 12-16 13.51
complete 16-20 36.84
none 16-20 18.75
partial 16-20 8.11
complete 20-24 21.05
partial 20-24 8.11

We see that there is a spike in no resolution in 4-8 i.e. in morning, so morning MI might be more resistant to thrombolytics and might require higher dose or PCI

Lets visualise

We can clearly see the resolution peaks towards evening and is lesser in early morning.

Lets visualise complications

We can clealy see that proprtion of uncomplicated MI is higher in tenecteplase,since we monitored hospital complications alone and didnt keep tab of mortality, we dont know how these complications behaved downstream.

Lets visualise complications by location

We see Inferior wall MI has lesse complications.

Lets visualise adverse effects.

We see that in our selected group there were no hemorrhagic strokes , though evidence of minor-moderate bleed and allergic reaction was higher in streptokinase group.

The adverse effects didnt achieve statistical significance.

Key take aways

  1. There is a circadian variation in onset of symptoms and ST resolution
  2. Complete ST resolution is slower in streptokinase though eventually catches up
  3. Inferior Wall MI tends to have better response to thrombolytics
  4. Complication rate is higher with streptokinase