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Research Article| Volume 17, ISSUE 2, P195-199, April 2023

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Cardiac symptoms and yield of diagnostic tests among primary care patients with and without diabetes

  • Pieta Sundqvist
    Correspondence
    Corresponding author at: Institute of Clinical Medicine, Department of General Practice, University of Turku and Turku University Hospital, Medisiina A 2 krs, Kiinamyllynkatu 10, 20520 Turku, Finland.
    Affiliations
    Institute of Clinical Medicine, Department of General Practice, University of Turku and Turku University Hospital, Medisiina A 2 krs, Kiinamyllynkatu 10, 20520 Turku, Finland

    Wellbeing services county of Southwest Finland
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  • Päivi Rautava
    Affiliations
    Department of Public Health, University of Turku and Turku University Hospital, Medisiina A 2 krs, Kiinamyllynkatu 10, 20520 Turku, Finland

    Turku Clinical Research Centre, PL 52 20521, Kiinanmyllynkatu 4–8, Turku, Finland
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  • Hannu Kautiainen
    Affiliations
    Folkhälsan Research Center, Helsinki, Finland

    Unit of Primary Health Care, Kuopio University Hospital, Kuopio, Finland
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  • Päivi E. Korhonen
    Affiliations
    Institute of Clinical Medicine, Department of General Practice, University of Turku and Turku University Hospital, Medisiina A 2 krs, Kiinamyllynkatu 10, 20520 Turku, Finland
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Open AccessPublished:February 04, 2023DOI:https://doi.org/10.1016/j.pcd.2023.01.010

      Highlights

      • Symptoms that might indicate heart disease are common in primary care patients.
      • Chest pain/discomfort is the most prevalent symptom in the diabetic patients.
      • Ischemic heart disease was diagnosed in 15 % of the referred diabetic patients.
      • The yield of specific diagnoses is low compared to the diagnostic tests applied.

      Abstract

      Aims

      To compare the symptoms, diagnostic tests used, and clinical diagnoses made among diabetic and non-diabetic patients.

      Methods

      This is a register-based study of 704 primary care patients referred electively to cardiology specialists in the city of Turku, Finland, during the year 2016. The patient's medical history, cardiovascular medication use, risk factors, cardiac symptoms, diagnostic tests applied, and diagnoses made were gathered from the medical records. The angiography data was derived from the Hospital District of Southwest Finland data pool.

      Results

      Of the cohort, 120 (17 %) patients had diabetes mellitus. They were on average older (67 vs. 63 years, p = 0.009) and more often females (62 % vs. 38 %, p = 0.042) than the non-diabetic patients. Chest pain or discomfort was the most prevalent symptom in the diabetic patients and a sense of arrhythmia in the non-diabetic subjects. Ischemic heart disease was diagnosed more often in the person with diabetes (15 %) than in the non-diabetic (6 %) patients (p = 0.004). Cardiac arrhythmias were diagnosed in 26 % of the non-diabetic and 20 % of the diabetic subjects (p = 0.021).

      Conclusions

      Symptoms that might indicate heart disease, especially chest pain/discomfort, are common in both the diabetic and the non-diabetic patients in primary care. Several diagnostic tests are applied, possibly not to miss a life-threatening disease. However, many patients do not get a specific diagnosis for their concerns.

      Keywords

      1. Introduction

      Coronary artery disease (CAD) is perhaps the most dreaded cardiovascular disease because it remains the leading cause of death worldwide [
      • Roth G.A.
      • Mensah G.A.
      • Johnson C.O.
      • et al.
      Global burden of cardiovascular diseases and risk factors, 1990–2019: update from the GBD 2019 study.
      ]. Over the past few years, increased age-standardized death rates due to CAD have been reported in some high-income countries where the death rates were previously declining [
      • Roth G.A.
      • Mensah G.A.
      • Johnson C.O.
      • et al.
      Global burden of cardiovascular diseases and risk factors, 1990–2019: update from the GBD 2019 study.
      ]. One reason for this alarming trend is the increasing global burden of diabetes since 1990 [
      • Lin X.
      • Xu Y.
      • Pan X.
      • et al.
      Global, regional, and national burden and trend of diabetes in 195 countries and territories: an analysis from 1990 to 2025.
      ]. Cardiovascular diseases affect approximately 32 % of all people with type 2 diabetes [
      • Einarson T.R.
      • Acs A.
      • Ludwig C.
      • Panton U.H.
      Prevalence of cardiovascular disease in type 2 diabetes: a systematic literature review of scientific evidence from across the world in 2007-2017.
      ]. Moreover, arteriosclerotic progression occurs earlier and is more severe in people with diabetes than in the non-diabetic population [
      • Booth G.L.
      • Kapral M.K.
      • Fung K.
      • Tu J. v
      Relation between age and cardiovascular disease in men and women with diabetes compared with non-diabetic people: a population-based retrospective cohort study.
      ]. Thus, early recognition of CAD is essential to offer effective treatment and improve the patient's prognosis, especially if she/he has diabetes.
      Primary care physicians are usually the first point of contact for patients when they feel ill. The patient's symptoms and signs are often non-specific, posing a particular diagnostic challenge for a general practitioner (GP). Cardiac symptoms are common in the general population and are typical causes of seeking help or advice from GPs. Early signs of cardiac diseases, including CAD, may appear as chest pain/discomfort, dyspnea, effort intolerance, fatigue, and arrhythmia [

      Braunwald’s Heart Disease: A Textbook of Cardiovascular Medicine, 10th Edition (online access included), ProtoView. 2 (2015).

      ]. Atypical CAD symptoms, i.e., other than exertional chest pain/discomfort, are observed more frequently in individuals with diabetes [

      Braunwald’s Heart Disease: A Textbook of Cardiovascular Medicine, 10th Edition (online access included), ProtoView. 2 (2015).

      ,
      • Baweja P.S.
      • Sandesara P.B.
      • Ashraf M.J.
      Asymptomatic coronary artery disease in type II diabetes.
      ]. Diabetic patients also tend to have silent ischemia, the prevalence of asymptomatic CAD in patients with type 2 diabetes ranges from 20 % to 60 % [
      • Baweja P.S.
      • Sandesara P.B.
      • Ashraf M.J.
      Asymptomatic coronary artery disease in type II diabetes.
      ,
      • Wackers F.J.T.
      • Young L.H.
      • Inzucchi S.E.
      • et al.
      Detection of Silent Myocardial Ischemia in Asymptomatic Diabetic SubjectsThe DIAD study.
      ].
      The present study aims to compare the symptoms, diagnostic tests used, and clinical diagnoses made among diabetic and non-diabetic patients referred from primary care to cardiology specialists. We hypothesized that in the unselected patient population of primary care clinics, atypical symptoms of cardiac disease are frequent and more so in patients with diabetes than without.

      2. Methods

      The study population was gathered retrospectively from the municipal primary health care clinics of the city of Turku (185, 908 inhabitants in the year 2016)[

      Statistics Finland’s free-of-charge statistical databases, Municipalities and population numbers by municipality 2000–2020, (n.d.). 〈https://www.kuntaliitto.fi/haku?s=asukasluvut+kunnittain+2000–2020〉 (accessed May 10, 2022).

      ]. Medical records of the patients (n = 1295) referred to cardiology specialists (Turku University Hospital and Turku City Hospital) during the year 2016 were evaluated. For the present analyses, we excluded patients with previously diagnosed CAD.
      Medical history, cardiovascular medication use, risk factors (smoking status, family history of CAD, blood pressure, plasma lipids and glucose, estimated glomerular filtration rate, body mass index (BMI)), cardiac symptoms considered noteworthy by the GP and cardiologist, diagnostic tests applied, and diagnoses made were gathered from the medical records and the referral texts made by the GPs and from the medical records created by the cardiologists. The angiography data was collected from the Hospital District of Southwest Finland data pool. The symptoms and signs considered to be of cardiac origin were chest pain/discomfort, exertional dyspnea, sense of arrhythmia, referred pain, dizziness/syncope, symptomless pathological electrocardiogram (ECG), nausea, effort intolerance, and sweating. Diagnostic codes defined by the cardiologists were classified according to the International Classification of Diseases and Related Health Problems, 10th Revision (ICD-10).
      The institutional review board of the Hospital District of Southwest Finland and the review board of the Turku municipal health care center gave authorizations for this register-based study. As our study used routinely recorded administrative health records, informed consent was not required, nor were the participants contacted. Legal grounds for data handling are public interest and scientific research (EU General Data Protection Regulation 2016/679 (GDPR), Article 6(1)(e) and Article 9(2)(j); Data Protection Act, 4, Sections 4 and 6).

      3. Statistical analysis

      The descriptive statistics were presented as means with SDs or as counts with percentages. Statistical comparisons between the groups were made using the t-test, permutation test, chi-square test, or Fisher's exact test. Prevalence of symptoms and signs in patients with and without diabetes at the time of referral were analyzed using logistic regression models adjusted with age, sex, smoking, and family history of CAD. Hochberg's procedure was applied to correct levels of significance for multiple testing when appropriate. Normal distributions were evaluated graphically and with the Shapiro–Wilk W test. Stata 16.1 (StataCorp LP, College Station, TX, USA) was used for the analysis.

      4. Results

      4.1 Patient characteristics

      Primary care physicians referred 704 patients without previously diagnosed CAD to cardiology specialists at cardiac clinics in the city of Turku during the year 2016. In this cohort, there were 120 (17 %) patients with diabetes mellitus who were on average older (67 vs. 63 years, p = 0.009) and more often females (62 % vs. 38 %, p = 0.042) than the non-diabetic patients.
      Table 1 displays the comorbid conditions, risk factor levels, and the current cardiovascular medications at the time of the referral in general practice. The people with diabetes had a higher prevalence of hypertension and obstructive sleep apnea, whereas the non-diabetic patients more often had a family history of CAD. The mean BMI was higher in the diabetic subjects, who had lower HDL cholesterol and higher triglyceride concentrations than the non-diabetic subjects. The means of total and LDL cholesterol concentrations were lower in persons with diabetes than in the non-diabetic patients. The use of cardiovascular medications other than beta-blockers, clopidogrel, and oral anticoagulants was more frequent among the diabetic patients.
      Table 1Clinical characteristics of the study subjects according to the presence of diabetes mellitus. The numbers within the square brackets denote the number of patients with available data.
      Diabetes mellitus

      Not present

      N = 584
      Diabetes mellitus

      Present N = 120
      P-value
      Medical history, n (%)
      Cerebrovascular disease24 (4)7 (6)0.85
      Hypertension251 (43)84 (70)<0.001
      Atrial fibrillation99 (17)20 (17)0.94
      Familial hypercholesterolemia2 (0)0 (0)0.99
      Depression40 (7)12 (10)0.23
      Rheumatoid arthritis26 (4)5 (4)0.89
      Obstructive sleep apnoea25 (4)15 (13)<0.001
      Risk factors
      Smoking status, n (%)0.15
      Never smoked510 (87)98 (82)
      Current smoker39 (7)14 (12)
      Ex-smoker35 (6)8 (7)
      Family history of CAD, n (%)115 (20)12 (10)0.012
      Home blood pressure, mmHg, mean (SD)[287][66]
      Systolic134 (17)134 (14)0.69
      Diastolic78 (10)79 (11)0.45
      Office blood pressure, mmHg, mean (SD)[408][83]
      Systolic146 (23)146 (18)0.95
      Diastolic84 (12)84 (11)0.86
      Body mass index, kg/m2, mean (SD)28.6 (5.8) [156]32.9 (9.4) [53]<0.001
      Fasting plasma lipids, mmol/l, mean (SD)
      Total cholesterol5.24 (1.11) [405]4.49 (1.01) [108]<0.001
      HDL cholesterol1.66 (0.49) [399]1.36 (0.42) [108]<0.001
      LDL cholesterol3.01(0.99) [393]2.45 (0.83) [108]<0.001
      Triglycerides1.28 (0.79) [397]1.52 (0.66) [108]<0.001
      Fasting plasma glucose, mmol/l, mean (SD)5.72 (0.65) [437]7.72 (2.17)[13]0.004
      eGFR, ml/min/1.73 m2, mean (SD)73.8 (23.2) [469]75.4 (19.4) [111]0.50
      Current medication, n (%)
      Statin161 (28)66 (55)<0.001
      Beta-blocker225 (39)40 (33)0.28
      Calcium-channel blocker96 (16)30 (25)0.026
      ACE inhibitor or Angiotensin-receptor antagonist185 (32)65 (54)<0.001
      Diuretics80 (14)34 (28)<0.001
      Nitrates60 (10)13 (11)0.006
      Clopidogrel9 (2)1 (1)0.99
      Acetylsalicylic acid29 (5)13 (11)0.013
      Warfarin or new oral anticoagulant82 (14)26 (22)0.035
      Abbreviations: CAD, coronary artery disease; HDL, high-density lipoprotein; LDL, low-density lipoprotein; eGFR, estimated glomerular filtration rate; ACE, Angiotensin-converting enzyme

      4.2 Symptoms and signs

      Fig. 1 demonstrates the prevalence of symptoms and signs considered to be of cardiac origin in the diabetic and the non-diabetic patients after adjustment for age, sex, smoking, and family history of CAD. Chest pain/discomfort (43 %), exertional dyspnea (32 %), and sense of arrhythmia (28 %) were the most often reported symptoms by the diabetic patients. Sense of arrhythmia was the most frequent symptom (51 %) in the non-diabetic patients, followed by chest pain/discomfort (34 %) and exertional dyspnea (28 %). There was a statistically significant difference only regarding the sense of arrhythmia (p < 0.001 using Hochberg's multiple comparison procedure) between the diabetic and the non-diabetic patients after adjustment for age, sex, current smoking, and family history of CAD. Two or more simultaneous symptoms were present in 185 (32 %) non-diabetic patients and 37 (31 %) diabetic patients (p = 0.86). The mean number of symptoms reported by the diabetic patients was 1.2 (SD 0.7) and by the non-diabetic patients 1.4 (SD 0.7), p = 0.17.
      Fig. 1
      Fig. 1Prevalence of symptoms and signs in the patients with and without diabetes at the time of referral. Adjusted with age, sex, current smoking, and family history of coronary artery disease. Abbreviation: ECG, electrocardiogram.

      4.3 Diagnostic tests applied

      In the secondary care cardiac clinics, altogether 1069 diagnostic tests were performed on the 704 patients. Two or more diagnostic tests were applied to 294 (42 %) subjects. Echocardiography was the most often used diagnostic test, followed by exercise ECG and ambulatory ECG monitoring. Coronary computed tomographic angiography (CCTA) was performed on the diabetic patients more often than on the non-diabetics (p = 0.029), whereas ambulatory ECG monitoring was applied more often to the non-diabetics (p = 0.040). (Table 2).
      Table 2Diagnostic tests used in the non-diabetic and diabetic patients in secondary care cardiac clinics.
      Diabetes mellitus

      Not presentn= 584
      Diabetes mellitus

      Present

      n = 120
      P-value
      Echocardiography, n (%)300 (51)61 (51)0.91
      Exercise ECG n, n (%)244 (42)58 (48)0.19
      Exercise ECG with isotope perfusion imaging, n (%)3 (1)0 (0)0.98
      Stress echocardiography, n (%)4 (1)0 (0)0.95
      Coronary computed tomographic angiography, n (%)32 (5)13 (11)0.029
      Invasive coronary angiography, n (%)14 (2)5 (4)0.28
      Ambulatory ECG monitoring, n (%)274 (47)44 (37)0.040
      None, n (%)14 (2)3 (3)0.95
      Abbreviation: ECG, electrocardiogram
      Three hundred twelve non-diabetic patients were diagnosed with a specific disease, and all non-diabetics underwent a total of 949 investigations. Thus, for one diagnosis a non-diabetic patient underwent approximately three diagnostic tests. Among the subjects with diabetes, 61 were given a specific diagnosis and a total of 184 diagnostic tests were carried out. Thus, three tests were conducted per a single diagnosis.
      In the non-diabetic patients, sense of arrhythmia was predictive of cardiac disease, whereas chest pain/discomfort decreased the likelihood of cardiac disease. In the diabetic patients, the probability of cardiac disease increased in the patients with sense of arrhythmia or referred pain. (Table 3).
      Table 3Relationships between symptoms and probability of cardiac disease diagnosis in the non-diabetic and diabetic patients.
      Diabetes mellitus

      Not present
      P-valueDiabetes mellitus

      Present
      P-value
      OR (95 % CI)OR (95 % CI)
      Sense of arrhythmia1.70 (1.04–2.77)0.0334.46 (1.29–15.44)0.018
      Chest pain/discomfort0.40 (0.25–0.64)<0.0010.66 (0.22–2.01)0.47
      Exertional dyspnea0.92 (0.58–1.45)0.720.60 (0.18–1.94)0.39
      Referred pain1.91 (0.92–3.98)0.08315.37 (1.60 to >50.0)0.018
      Dizziness/syncope0.50 (0.22–1.10)0.0860.36 (0.06–2.20)0.27
      Symptomless pathological electrocardiogram0.90 (0.38–2.14)0.811.90 (0.36–10.14)0.45
      Nausea0.85 (0.42–1.74)0.660.60 (0.07–4.84)0.63
      Effort intolerance0.61 (0.24–1.55)0.300.58 (0.05–6.26)0.66
      Sweating0.47 (0.12–1.84)0.284.10 (0.35–47.34)0.26

      4.4 Diagnosis

      The most common diagnostic codes applied by the cardiologists were unspecified symptoms and signs (ICD-10 codes R00–R94) in both patient groups. A specific, non-symptomatic diagnosis was defined in 44 % of the non-diabetic and 45 % of the diabetic patients (p = 0.90). Fifteen percent of the patients did not receive any diagnosis after the cardiologist's consultation. The distribution of diagnosis was different between the diabetic and the non-diabetic subjects (p = 0.036). (Table 3) Ischemic heart disease was diagnosed more often in the person with diabetes (15 %) than in the non-diabetic (6 %) patients (p = 0.004). Cardiac arrhythmias (ICD-10 codes I48–I49) were diagnosed in 26 % of the non-diabetic and 20 % of the diabetic subjects (p = 0.021). (Table 3).

      5. Discussion

      In primary care patients referred electively to a cardiology specialist, chest pain or discomfort was the most prevalent symptom in the diabetic patients and a sense of arrhythmia in the non-diabetic subjects. However, the yield of specific diagnoses was low compared to the diagnostic tests applied. Table 4.
      Table 4Clinical diagnosis (ICD-10 codes) made by the cardiologists according to the presence of diabetes mellitus.
      Diabetes mellitus

      Not presentn= 650
      Diabetes mellitus

      Presentn= 120
      None, n (%)90 (14)15 (13)
      Hypertension (I10-I11), n (%)48 (7)10 (8)
      Ischemic heart disease (I20-I25), n (%)38 (6)18 (15)
      Arrythmias, n (%) Atrial fibrillation/flutter (I48)170 (26)

      72 (11)
      24 (20)

      13 (11)
      Respiratory disease (J00-J99), n (%)5 (1)2 (2)
      Other, n (%)

      Nonrheumatic aortic valve disorders (I35.9)

      Hypertensive heart disease (I11.0)

      Atrioventricular and left bundle-branch block (I44)

      Mitral (valve) insufficiency (I34.0)

      Other conduction disorders (I45)

      Cardiomyopathy (I42)
      51 (8)

      19 (3)

      10 (2)

      7 (1)

      7 (1)

      6 (1)

      5 (1)
      12 (10)

      5 (4)

      1 (1)

      2 (2)

      1 (1)

      2 (2)

      1 (1)
      Symptoms, signs, and abnormal clinical and laboratory findings, not elsewhere classified, n (%)

      R00 Abnormalities of heartbeat R07 Pain in throat and chest R06 Dyspnea R55 Syncope and collapse
      182 (28)

      46 (7)

      81 (12)

      32 (5)

      12 (2)
      39 (33)

      10 (8)

      18 (15)

      10 (8)

      5 (4)
      Contrary to our data, earlier studies have pointed out that people with diabetes have more atypical symptoms of CAD and that diabetes is a significant promoter of cardiac arrhythmias [
      • Wackers F.J.T.
      • Young L.H.
      • Inzucchi S.E.
      • et al.
      Detection of Silent Myocardial Ischemia in Asymptomatic Diabetic SubjectsThe DIAD study.
      ]. This difference may be explained by the fact that the patient population in primary care is typically healthier than in secondary care clinics. However, we cannot rule out the possibility that some patients with diabetes in our study population had autonomic neuropathy, which hindered them from recognizing arrhythmias.
      In our study, chest pain/discomfort seemed to decrease the likelihood of cardiac disease in the non-diabetic patients. In Finland, CAD has been so common in the general population that even mild chest sensations may reflect fears of heart disease and increase consultation rates in primary care. In the literature, 0.7–2.7 % of all GPs consultations, home visits, and telephone contacts during office hours are related to chest pain [
      • Hoorweg B.B.N.
      • Willemsen R.T.A.
      • Cleef L.E.
      • et al.
      Frequency of chest pain in primary care, diagnostic tests performed and final diagnoses.
      ].
      In our data, the majority of the patients had only one symptom, although it is possible that the GPs and cardiologists reported only symptoms of primary importance. Nevertheless, the number of diagnostic tests used was relatively high, especially considering the low diagnostic yield. In a study performed in Belgium and the Netherlands, GPs referred 40 % of their patients with chest pain symptoms to secondary care clinics, and 1.8 diagnostic tests were performed when laboratory tests were taken into account [
      • Hoorweg B.B.N.
      • Willemsen R.T.A.
      • Cleef L.E.
      • et al.
      Frequency of chest pain in primary care, diagnostic tests performed and final diagnoses.
      ]. In Finland, it is common that a cardiologist performs echocardiography (ECHO) bedside at the appointment. Another explanation for the high amount of ECHO examinations is that the guideline in force, the 2013 European guidelines of management of stable CAD, recommend ECHO for the first-line assessment for many cardiac symptoms [

      ESC GUIDELINES 2013 ESC guidelines on the management of stable coronary artery disease, (n.d.). https://doi.org/10.1093/eurheartj/eht296.

      ]. In the latest 2019 European guidelines for diagnosing and managing chronic coronary syndrome, non-invasive functional imaging for myocardial ischemia or CCTA is mentioned as one of the first-line tests for diagnosing CAD in symptomatic patients [
      • Neumann F.J.
      • Sechtem U.
      • Banning A.P.
      • et al.
      2019 ESC Guidelines for the diagnosis and management of chronic coronary syndromes The Task Force for the diagnosis and management of chronic coronary syndromes of the European Society of Cardiology (ESC).
      ].
      In our study, CAD was diagnosed in 8 % of the referred patients, 15 % of the diabetic, and 6 % of the non-diabetic subjects. In large datasets investigating symptomatic outpatients suspected to have CAD, obstructive CAD has been diagnosed in 14–23 % of the diabetic patients and in 8–12 % of the non-diabetic patients [
      • Winther S.
      • Schmidt S.E.
      • Mayrhofer T.
      • et al.
      Incorporating coronary calcification into pre-test assessment of the likelihood of coronary artery disease.
      ,
      • Douglas P.S.
      • Hoffmann U.
      • Patel M.R.
      • et al.
      Outcomes of anatomical versus functional testing for coronary artery disease.
      ,
      • Schmidt M.
      • Maeng M.
      • Madsen M.
      • et al.
      The Western Denmark heart registry: its influence on cardiovascular patient care.
      ,
      • Douglas P.S.
      • Hoffmann U.
      • Lee K.L.
      • et al.
      PROspective multicenter imaging study for evaluation of chest pain: rationale and design of the PROMISE trial.
      ,
      • Rosendal M.
      • Carlsen A.H.
      • Rask M.T.
      • Moth G.
      Symptoms as the main problem in primary care: a cross-sectional study of frequency and characteristics.
      ]. In a study conducted in Belgian and Dutch primary care, chest pain was present in 1 % of all GP consultations during a two-week period, 40 % of patients were referred to secondary care, and 8 % of all chest pain cases a potentially life-threatening disease was diagnosed. In addition, 8 % of the cases were missing working or final diagnosis [
      • Hoorweg B.B.N.
      • Willemsen R.T.A.
      • Cleef L.E.
      • et al.
      Frequency of chest pain in primary care, diagnostic tests performed and final diagnoses.
      ].
      In this study cohort, over 40 % of the diabetic and the non-diabetic patients got no specific diagnosis for their concerns. These people are challenging to primary health care because they often return to the appointments of the GPs suffering from the same symptoms. In Turku, a GP cannot refer patients directly to diagnostic tests, which makes clinical decisions difficult. If a GP has concerns about a patient's symptoms, a referral to a cardiology specialist is justified. A Danish study conducted in primary care reported that symptoms were the predominant reason for encounters, and in one-third of the patients with health problems, the GP could not make a specific diagnosis [
      • Rosendal M.
      • Carlsen A.H.
      • Rask M.T.
      • Moth G.
      Symptoms as the main problem in primary care: a cross-sectional study of frequency and characteristics.
      ]. In our research cohort, it seems that both GPs and cardiologists order several examinations for the patients probably not to miss a life-threatening disease. This is expensive for health care and may be rough for the patient. In the 2013 published European guidelines and 2015 published Finnish national guidelines, it is recommended to estimate a patient's pre-test probability for suspected CAD to assess the need for further examinations [

      ESC GUIDELINES 2013 ESC guidelines on the management of stable coronary artery disease, (n.d.). https://doi.org/10.1093/eurheartj/eht296.

      ,

      the M.A.B. of the F.D.S, Working group appointed by the Finnish Medical Society Duodecim, the Finnish Society of Internal Medicine, Curr. Care Guidel. of Chronic coronary syndrome published: 28.06.2022 |〈https://www.kaypahoito.fi/hoi50056〉.

      . By integrating a patient's age, sex, and type of chest pain, the pre-test probability allows a rational approach to referral for diagnostic testing [
      • Neumann F.J.
      • Sechtem U.
      • Banning A.P.
      • et al.
      2019 ESC Guidelines for the diagnosis and management of chronic coronary syndromes The Task Force for the diagnosis and management of chronic coronary syndromes of the European Society of Cardiology (ESC).
      ,
      • Douglas P.S.
      • Hoffmann U.
      • Patel M.R.
      • et al.
      Outcomes of anatomical versus functional testing for coronary artery disease.
      . However, a single GP may be concerned about atypical cardiac symptoms and give a referral to a cardiology specialist.
      There are limitations to our study. This is a retrospective, registry-based dataset. We do not know the type, duration, or possible complications of diabetes. We could not utilize cardiovascular risk assessment models because of limited information on cardiovascular risk factors. Indeed, there was a considerable amount of missing data on major cardiovascular risk factors in the medical records made by both the GPs and the cardiologists (Table 1).
      Further, we do not have data on all the patients who attended GPs' appointments seeking help for symptoms thought to be of cardiac origin in the city of Turku in 2016. Only the referred patients are included in our dataset. However, too little is known about the unselected patient population treated in primary care. Thus, our results may provide important information for clinicians and health care providers.
      In conclusion, symptoms that might indicate heart disease, especially chest pain/discomfort, are common in both the diabetic and the non-diabetic patients in primary care. Therefore, several diagnostic tests are applied, possibly not to miss a life-threatening disease. We encourage primary care physicians to estimate patient's pre-test probability for suspected CAD when considering referral to cardiology specialist assessment. However, many patients do not get a specific diagnosis for their concerns, even though they have persistent symptoms. More research is needed on the management of patients with symptoms not related to a known disease.

      Funding

      This work was supported by the Hospital District of Southwest Finland.

      Declaration of Competing Interest

      The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

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