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Leveraging Clinical Digitized Data to Understand Temporal Characteristics and Outcomes of Acute Myocardial Infarctions at a Tertiary Care Medical Centre in Pakistan from 1988–2018 – Methods and Results Cover

Leveraging Clinical Digitized Data to Understand Temporal Characteristics and Outcomes of Acute Myocardial Infarctions at a Tertiary Care Medical Centre in Pakistan from 1988–2018 – Methods and Results

Open Access
|Aug 2022

Figures & Tables

Figure 1

Schematic process flowchart highlighting the data management stratagem and study enrolment chart using STROBE guidelines.

Table 1

Validation of categorical variables (30-year dataset); n = 49.

CATEGORICAL VARIABLESOBSERVED AGREEMENT (%)ĸ STATISTIC
Sex97.9%0.95
AMI type (STEMI vs NSTEMI)97.9%0.94
Smoker91.8%0.80
Diabetes Mellitus95.9%0.91
Hypertension100.0%1.00
Dyslipidaemia97.9%0.93
Coronary Angiography95.9%0.91
Percutaneous Coronary Intervention97.9%0.95
Coronary Artery Bypass Graft100.0%1.00
Acute Kidney Injury83.6%0.53
Cardiogenic Shock97.9%0.79
Mortality100.0%1.00
CONTINUOUS VARIABLESINTRA-CLASS CORRELATION95% CI
Age0.990.98–0.99
Length of hospital stay0.950.91–0.97
Table 2

Total and decade-wise chronological trends of patient characteristics (n = 14,601).

1988–2018
TOTAL n = 14,601
n (%)
1988–1997
TOTAL n = 2544
n (%)
1998–2007
TOTAL n = 5102
n (%)
2008–2018
TOTAL n = 6955
n (%)
Ptrend
Age; Median (IQR)61 (52–70)58 (50–66)60 (52–70)63 (54–71)<0.001*
Range19–10122–9419–9619–101
Sex
Male10131 (69.4)1859 (73.1)3603 (70.6)4669 (67.1)<0.001
Female4470 (30.6)685 (26.9)1499 (29.4)2286 (32.9)
STEMI7651 (52.4)2076 (81.6)2714 (53.2)2861 (41.1)<0.001
NSTEMI6950 (47.6)468 (18.4)2388 (46.8)4094 (58.9)
RISK FACTORS
Current Smoker4388 (30.1)336 (13.2)1842 (36.1)2210 (31.8)<0.001
Diabetes Mellitus6985 (47.8)962 (37.8)2342 (45.9)3681 (52.9)<0.001
Hypertension9070 (62.1)1108 (43.6)3006 (58.9)4956 (71.3)<0.001
Dyslipidaemia3594 (24.6)284 (11.2)2264 (44.4)1046 (15.0)<0.001
PROCEDURES
Coronary Angiography7382 (50.6)110 (4.3)2699 (52.9)4573 (65.8)<0.001
Percutaneous Coronary Intervention4626 (31.7)17 (0.7)1366 (26.8)3243 (46.6)<0.001
Coronary Artery Bypass Graft1149 (7.9)16 (0.6)546 (10.7)587 (8.4)<0.001
COMPLICATIONS AND OUTCOMES
Acute Kidney Injury2295 (15.7)78 (3.1)347 (6.8)1870 (26.9)<0.001
Cardiogenic Shock1206 (8.3)142 (5.6)373 (7.3)691 (9.9)0.001
Heart Failure4129 (28.3)684 (26.9)1422 (27.9)2023 (29.1)0.072
In-hospital Mortality1507 (10.3)351 (13.8)513 (10.1)643 (9.2)<0.001
Length of hospital stay (days); median (IQR)4 (3–7)6 (4–8)5 (3–8)3 (2–6)<0.001*

[i] * p value of likelihood ratio chi-square test.

Figure 2

Trends in total number of AMI index admissions.

Table 3

Temporal trends of characteristics of STEMI (n = 7,651) and NSTEMI (n = 6,950).

STEMI (N = 7,651)
1988–1997
TOTAL n = 2076
n (%)
1998–2007
TOTAL n = 2714
n (%)
2008–2018
TOTAL n = 2861
n (%)
Ptrend
Age, in years, median (IQR)57 (49–65)58 (50–66)59 (50–68)<0.001*
Range22–9425–9619–100
Sex
Male1567 (75.5)2092 (77.1)2134 (74.6)0.360
Female509 (24.5)622 (22.9)727 (25.4)
RISK FACTORS
Current Smoker241 (11.6)1086 (40.0)1031 (36.0)<0.001
Diabetes Mellitus759 (36.6)1090 (40.2)1250 (43.7)<0.001
Hypertension851 (41.0)1386 (51.1)1735 (60.6)<0.001
Dyslipidaemia201 (9.7)1192 (43.9)412 (14.4)0.383
PROCEDURES
Coronary Angiography77 (3.7)1626 (59.9)2477 (86.6)<0.001
Percutaneous Coronary Intervention12 (0.6)961 (35.4)2088 (73.0)<0.001
Coronary Artery Bypass Graft12 (0.6)267 (9.8)223 (7.8)<0.001
COMPLICATIONS AND OUTCOMES
Acute Kidney Injury65 (3.1)148 (5.5)508 (17.8)<0.001
Cardiogenic Shock130 (6.3)287 (10.6)462 (16.1)<0.001
Heart Failure530 (25.5)523 (19.3)495 (17.3)<0.001
In-hospital Mortality314 (15.1)334 (12.3)331 (11.6)<0.001
Length of hospital stay (days); median (IQR)6 (4–8)4 (3–7)3 (2–5)<0.001*
NSTEMI (N = 6,950)
1988–1997
TOTAL n = 468
n (%)
1998–2007
TOTAL n = 2388
n (%)
2008–2018
TOTAL n = 4094
n (%)
Ptrend
Age; in years, median (IQR)61 (53–69)64 (55–72)65 (57–74)<0.001*
Range25–9020–9619–101
Sex
Male292 (62.4)1511 (63.3)2535 (61.9)0.418
Female176 (37.6)877 (36.7)1559 (38.1)
RISK FACTORS
Current Smoker95 (20.3)756 (31.7)1179 (28.8)0.289
Diabetes Mellitus203 (43.4)1252 (52.4)2431 (59.4)<0.001
Hypertension257 (54.9)1620 (67.8)3221 (78.7)<0.001
Dyslipidaemia83 (17.7)1072 (44.9)634 (15.5)<0.001
PROCEDURES
Coronary Angiography33 (7.1)1073 (44.9)2096 (51.2)<0.001
Percutaneous Coronary Intervention5 (1.1)405 (17.0)1155 (28.2)<0.001
Coronary Artery Bypass Graft4 (0.9)279 (11.7)364 (8.9)0.130
COMPLICATIONS AND OUTCOMES
Acute Kidney Injury13 (2.8)199 (8.3)1362 (33.3)<0.001
Cardiogenic Shock12 (2.6)86 (3.6)229 (5.6)<0.001
Heart Failure154 (32.9)899 (37.6)1528 (37.3)<0.001
In-hospital Mortality37 (7.9)179 (7.5)312 (7.6)0.973
Length of hospital stay (days); median (IQR)6 (4–8)5 (3–8)3 (2–6)<0.001*

[i] * p value of likelihood ratio chi-square test.

Figure 3

Trends in proportions of STEMI and NSTEMI.

Figure 4

Chronological trends of AMI mortality over three decades.

DOI: https://doi.org/10.5334/gh.1147 | Journal eISSN: 2211-8179
Language: English
Submitted on: Nov 16, 2021
Accepted on: May 30, 2022
Published on: Aug 18, 2022
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2022 Zainab Samad, Ali Aahil Noorali, Awais Farhad, Safia Awan, Nada Qaiser Qureshi, Minaz Mawani, Mushyada Ali, Laiba Masood, Ghufran Adnan, Linda K. Shaw, Fahim Haider Jafary, Salim S. Virani, Eric J. Velazquez, Zulfiqar Bhutta, Gerald S. Bloomfield, Javed Tai, published by Ubiquity Press
This work is licensed under the Creative Commons Attribution 4.0 License.