Here, we report two families, who had prior knowledge of malaria and used bed nets regularly in the night contracted malaria on a sequential manner. The families lived in a close proximity to the construction sites and got infected with P. falciparum, P. vivax and mixed Plasmodium infections in a sequential manner. Adult members of the families worked as daily wage workers. Giemsa-stained thick and thin blood smears of all malaria patients were examined using Carl Zeiss Primo Star light microscope (Germany) by expert microscopists [12, 13] and infections were also confirmed by rapid diagnostic test (RDT) kits approved by the national malaria program [13, 16]. After confirmed diagnosis, intravenous blood (pre-treated) was collected to access biochemical and hematological parameters [14]. Serological tests were also performed to detect the presence of HIV, HCV and HBsAg levels [15]. Parasitaemia was also estimated on blood smears as described by WHO [16]. Two trained expert microscopists examined both thick and thin smears, and the senior expert (SKG) confirmed the final parasitaemia results.
All the cases were treated costless by the physicians at the Wenlock District Government Hospital, Mangalore [Figure 1] as per the treatment guidelines of National Vector Borne Disease Control Program (NVBDCP) [17]. All the patients were discharged on day 4 after confirming negative for Plasmodium infections. Medicines and food facilities were provided free of cost to each patient. Hospital stays and laboratory investigation charges were waived for below poverty line (BPL) patients, who were the study participants. For above poverty line (APL) patient’s, investigation charges were either discounted or waived by District Medical Superintend (DMO) of Wenlock Hospital, Mangalore. Local NGOs and private volunteers assisted with the patient’s essential needs. Each patient was followed-up weekly up to day 28 for P. vivax and day 42 for P. falciparum and mixed infections. Throughout the treatment and follow-up period and inconsistency between persistent bearing infections, there is no reinfection, recrudescence or relapse cases are seen in our two families study. The physical measurements, parasitological, serological test, hematological and biochemical values of the participants on admission are shown (Table 1). Details of follow-up and parasitaemia are presented (Table 2).
Table 1
Demographic, haematological and biochemical laboratory findings of two families at the time of admission
| Family – 1 | Family − 2 | |
Clinical Parameter | Case 1 | Case 2 | Case 3 | Case 4 | Case 5 | Case 1 | Case 2 | Case 3 | Case 4 | Case 5 | Case 6 | Ref. Range |
Age, year | 40 | 12 | 10 | 14 | 50 | 4 | 6 | 12 | 11 | 32 | 37 | |
Sex, male/female | Female | Female | Female | Male | Male | Female | Male | Female | Female | Female | Male | |
Weight, Kg | 49.3 | 28.8 | 26 | 30.2 | 62 | 14.8 | 18.5 | 35 | 32 | 54 | 61.5 | |
Height, Cm | 160 | 114.3 | 106.6 | 153 | 166 | 63.5 | 78.7 | 129.5 | 124.4 | 158 | 162.5 | |
Hemoglobin levels (g/dL) Packed Cell Volume (%) | 12.8 43.7 | 12.3 47.7 | 12.4 38.2 | 12.5 38.7 | 14 45.2 | 10.8 32.3 | 10.4 30.6 | 12.5 38.3 | 10.1 30.3 | 12.8 40.6 | 15.8 50.5 | 13–17 M & 12–16 F 35–45 |
Total RBC counts (million/mm3) | 5.77 | 4.97 | 4.76 | 4.73 | 4.23 | 4.58 | 3.97 | 4.46 | 3.69 | 4.75 | 5.54 | 4.0–6.0 million |
Platelet counts (per µL) | 93000 | 69000 | 103000 | 150000 | 99000 | 158000 | 160000 | 130000 | 95000 | 143000 | 157000 | 150000–4,10,000 |
Blood glucose (mg/dL) | 48 | 68 | 96 | 70 | 94 | 119 | 91 | 100 | 99 | 99 | 110 | 80–130 |
Blood urea (mg/dL) | 24 | 51 | 25 | 18.7 | 13.5 | 55 | 20 | 30 | 13 | 28.6 | 19.6 | 10–45 |
Serum creatinine (mg/dL) | 0.81 | 1.93 | 0.7 | 0.73 | 0.87 | 0.4 | 0.2 | 0.6 | 0.5 | 0.79 | 1.1 | 0.4–1.4 |
Serum bilirubin (mg/dL) | 1.04 | 23.7 | 1.51 | 0.6 | 1.3 | 1.01 | 1.69 | 0.83 | 1.29 | 1.76 | 1.54 | 0.3–1.2 |
AST, IU/L | 114 | 47 | 18 | 25.6 | 99 | 58 | 28 | 22 | 27 | 37 | 79 | 5.0–40.0 |
ALT, IU/L | 77.5 | 68.6 | 15 | 22.2 | 74 | 19 | 19.2 | 13 | 17 | 53.5 | 17 | 5.0–40.0 |
Alkaline phosphatase (IU/L) | 508.2 | 314 | 133 | 593.8 | 404.5 | 100 | 135 | 138 | 180 | 478.8 | 290.5 | 40–129 |
Total protein levels (g/dL) | 7.59 | 13.9 | 7.48 | 8.26 | 10.18 | 7.2 | 6.7 | 7.7 | 7 | 7.96 | 6.65 | 6.0–8.3 |
Albumin levels (g/dL) | 4.53 | 5.03 | 4.25 | 4.99 | 5.04 | 3.4 | 4.66 | 3.9 | 5 | 4.41 | 4.3 | 3.2–5.5 |
Globulin levels (g/dL) | 3.06 | 8.87 | 3.23 | 3.27 | 5.14 | 3.5 | 2.5 | 2 | 4.8 | 3.55 | 2.35 | 1.8–3.4 |
Table 2
Clinical follow-up for fever (°C) and parasitaemia (/µL)
Family-1 | Test Report | Day 0 | Day 1 | Day 2 | Day 3 | Day 7 | Day 14 | Day 21 | Day 28 | Day 35 | Day 42 |
Case 1 | Parasitaemia (per µL) | 15527 | 1054 | 52 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Temperature °C | 39.1 | 37.4 | 37.8 | 37.4 | 37 | 37.2 | 37.2 | 36.9 | 37 | 36.9 |
Case 2 | Parasitaemia (per µL) | 16786 | 1880 | 88 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Temperature °C | 38.6 | 37.9 | 37.6 | 37 | 37 | 36.8 | 37 | 37.4 | 37.2 | 37 |
Case 3 | Parasitaemia (per µL) | 14116 | 400 | 84 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Temperature °C | 38.8 | 37.9 | 36.9 | 36.8 | 37 | 37.2 | 37.2 | 36.8 | 36.8 | 36.8 |
Case 4 | Parasitaemia (per µL) | 5036 | 349 | 16 | 0 | 0 | 0 | 0 | 0 | Follow-up complete | Follow-up complete |
Temperature °C | 38.4 | 37 | 37.4 | 37.6 | 37 | 37.2 | 37 | 37 | nil | nil |
Case 5 | Parasitaemia (per µL) | 4089 | 83 | 0 | 0 | 0 | 0 | 0 | 0 | Follow-up complete | Follow-up complete |
Temperature °C | 38.4 | 37 | 37.9 | 37.2 | 36.8 | 37 | 37.2 | 37 | nil | nil |
Family-2 | Test Report | Day 0 | Day 1 | Day 2 | Day 3 | Day 7 | Day 14 | Day 21 | Day 28 | Day 35 | Day 42 |
Case 1 | Parasitaemia (per µL) | 6345 | 317 | 73 | 0 | 0 | 0 | 0 | 0 | Follow-up complete | Follow-up complete |
Temperature °C | 38.5 | 37.6 | 37.2 | 37 | 37.2 | 37.2 | 37 | 37 | nil | nil |
Case 2 | Parasitaemia (per µL) | 13988 | 1389 | 888 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Temperature °C | 38.8 | 37.6 | 37.4 | 37.2 | 37.2 | 37 | 37 | 37.2 | 37.2 | 37 |
Case 3 | Parasitaemia (per µL) | 4458 | 129 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Temperature °C | 38.7 | 37 | 38.2 | 37 | 36.8 | 36.9 | 36.8 | 37 | 37.2 | 37 |
Case 4 | Parasitaemia (per µL) | 4079 | 267 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Temperature °C | 38.5 | 37.2 | 37.2 | 37 | 36.8 | 36.9 | 37 | 37 | 37 | 37 |
Case 5 | Parasitaemia (per µL) | 5016 | 117 | 0 | 0 | 0 | 0 | 0 | 0 | Follow-up complete | Follow-up complete |
Temperature °C | 38.4 | 37.4 | 37.2 | 37 | 37.1 | 37.2 | 37.2 | 37 | nil | nil |
Case 6 | Parasitaemia (per µL) | 15508 | 1078 | 107 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Temperature °C | 39.1 | 37.6 | 37.2 | 37 | 37.2 | 37 | 37.2 | 37.5 | 36.9 | 36.8 |
Using QGIS software, study area maps were generated by combining multiple images and maps, simplifying the mapping process and making it accessible for research purposes [Figure 1]. Open-source data from mapcruzin.com was utilized, specifically from GIS shapefiles.htm for specific features [18]. The complete dataset was accessed to provide a detailed overview of QGIS functionalities [19]. The use of QGIS for study area mapping demonstrates its value as an important GIS technique, and we encourage others to explore its applications for their specific research needs.
QGIS (version 3.22) was employed for spatial analysis [^1^]. Patients’ resident and Hospital location in map.
Family-1 Case Report
This family has lived in the city at Bunts Hostel, Mangalore for three decades, which is close to the Ponni Delta construction site. The family has five members including two males and three females (father, mother, son and two daughters). The parents were the main income source of the family and annual income depends on daily wage. The three siblings attended school in the nearby city.
Case No. 1
On 24.09.2015, the mother of the family (40-year-old) went for her daily work and visited the outpatient department (OPD) of the hospital. On physical examination, she was very sick and ill. Her blood pressure was 136/92 mmHg, pulse rate was 86 beats/minute, and temperature was 39.1°C. She also complained of headache, vomiting, anorexia and fatigue and was found positive for P. falciparum infection.
Case No. 2
The eldest daughter in the family (12-year-old) came to malaria clinic on 15.12.2015. On physical examination, the girl was very ill. Her blood pressure was 110/74 mmHg, pulse rate was 74 beats/minute, body temperature was 38.6°C. She also presented shivering, headache, nausea and myalgia. She was also found positive for P. falciparum infection.
Case No. 3
The youngest daughter in the family (10-year-old) was admitted to the hospital on 18.02.2016. Her blood pressure was 120/80 mm of Hg, pulses rate was 72 beats/minute and temperature was 38.8°C. She had a fever with headache, chills with rigors for 1 day. The blood test results were positive for P. falciparum infection.
Case No. 4
The eldest son in the family (14-year-old) came with the complaint of fever and shivering to the hospital on 24.04.2016. His blood pressure was 108/76 mmHg, pulse rate was 78 beats/minute, body temperature was 38.6°C, but he had complained of headache, nausea and myalgia. The blood tests confirmed the presence of P. vivax infection.
Case No. 5
The father in the family (50-year-old) was admitted to the hospital on 20.06.2016 from his workplace. He presented chills and severe headache. His blood pressure was 140/90 mmHg, pulse rate was 84 beats/minute and temperature was 38.4°C. Shivering, nausea and myalgia were also observed. He was found positive for P. vivax infection.
Family 2 Case History
The family had resided in Thokottu under Ullal PHC∼10 km from the main city for two decades, which is close to the Palma Citius construction site. The family has six members in a house with two males and four females (father, mother, son and three daughters). The parents were the only source of income and annual income depends on daily wage. Out of the four siblings, two attended school in the nearby city
Case No. 1
The youngest daughter in the family (4-year-old) attended the hospital with her parents on 18.04.2016 with a complaint of overnight cold and sweating for two days. The girl appeared acutely ill. Her blood pressure was 100/70 mmHg, pulse rate was 88 beats/minute and body temperature was 38.5°C. She was found positive for P. vivax infection.
Case No. 2
The youngest son in the family (6-year-old) visited the hospital on 21.04.2016 along with his parents. His blood pressure was 110/78 mmHg, pulse rate was 96 beats/minute, and body temperature was 38.8°C. He complained of fever with headache, chills with cough for 1 day. Blood examinations revealed positive for mixed P. falciparum and P. vivax infections.
Case No. 3
The eldest daughter in the family (12-year-old) returned from school with current fever and immediately visited the hospital on 22.04.2016. She had no other visible illness, her blood pressure was 120/80 mmHg, pulse rate was 74 beats/minute and temperature was 38.7°C. Blood examinations revealed the presence of P. falciparum infection after cross examination (when first microscopist failed to detect the parasite). The RDT result was P. falciparum came after 20 minutes with a clear dark band.
Case No. 4
The second daughter in the family (11-year-old) visited the hospital on 12.11.2016 with acute illness. Her blood pressure was 100/68 mmHg, pulse rate was 72 beats/minute and temperature were 38.5°C. Blood examinations confirmed the presence of P. falciparum infection.
Case No. 5
The mother in the family (32-year-old) came to the hospital on 12.02.2017 with general weakness and headache for 1 day. Her blood pressure was 132/90 mm of Hg, pulse rate was 86 beats/minute and body temperature was 38.4°C. Blood examinations confirmed the presence of P. vivax infection.
Case No. 6
The father in the family (37-year-old) was admitted to the hospital on 20.06.2017. He presented severe headache, fatigue and general weakness. His blood pressure was 90/70 mm of Hg, pulse rate was 70 beats/minute with high grade fever of 39.1°C. He also complained about vomiting and anorexia. Blood examinations revealed the presence of P. falciparum infection.