Role of serum sodium on heart, anemia, and diabetes patients
This article examines the role of serum sodium (SNa) on heart, anemia, and diabetes patients based on a real data set of 299 patients and probabilistic modeling. It is derived herein that mean SNa is positively associated with the marginal effects of platelets count (PLC) (P = 0.0019), an...
Saved in:
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Academia.edu Journals
2023-12-01
|
| Series: | Academia Medicine |
| Online Access: | https://www.academia.edu/112478128/Role_of_serum_sodium_on_heart_anemia_and_diabetes_patients |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1823859680405880832 |
|---|---|
| author | Mahashweta Das Sunit Kumar Medda Shipra Banik Rabindra Nath Das |
| author_facet | Mahashweta Das Sunit Kumar Medda Shipra Banik Rabindra Nath Das |
| author_sort | Mahashweta Das |
| collection | DOAJ |
| description |
This article examines the role of serum sodium (SNa) on heart, anemia, and diabetes patients based on a real data set of 299 patients and probabilistic modeling. It is derived herein that mean SNa is positively associated with the marginal effects of platelets count (PLC) (P = 0.0019), anemia status (ANS) (P = 0.1053) (partially), creatinine phosphokinase (CRP) (P = 0.0462), smoking habit (SMH) (P= 0.1017), SEX (P = 0.0029), and the joint interaction effects (JIEs) of ejection fraction (EJF) and the status of high blood pressure (HBP), i.e., EJF*HBP (P = 0.1398); ANS and death event (DEE), i.e., ANS*DEE (P = 0.0009); age and time to follow-up (TTF), i.e., AGE*TTF (P = 0.0700); age and serum creatinine (SEC), i.e., AGE*SEC (P = 0.0901); EJF and SEC, i.e., EJF*SEC (P = 0.0044); and CRP and TTF, i.e., CRP*TTF (P = 0.0021). Mean SNa is negatively associated with the marginal effects of DEE (P = 0.0001), TTF (P= 0.0521), SEC (P = 0.0028), diabetes status (DIS) (P = 0.0121), and the JIEs of PLC*ANS (P = 0.1064), CRP*SMH (P = 0.0274), CRP*HBP (P = 0.0044), AGE*PLC (P = 0.0811), AGE*SEX (P = 0.0008), AGE*CRP (P = 0.0463), and EJF*PLC (P = 0.0420). The variance of SNa is marginally positively associated with AGE (P = 0.0933), DEE (P = 0.1408), and the JIEs of AGE*ANS (P = 0.0575), EJF*SEX (P = 0.1001), SEC*SMH (P = 0.0091), EJF*TTF (P = 0.0008), CRP*DIS (P = 0.0039), EJF*DEE (P = 0.0022), and SEC*DIS (P = 0.0001). Also the variance of SNa is marginally negatively associated with ANS (P = 0.0631), EJF (P = 0.0008), DIS (P = 0.0548), PLC (P = 0.0023), SMH (P = 0.0242), TTF (P = 0.0018), CRP (P = 0.0027), and the JIEs of AGE*DEE (P = 0.0003) and SEC*SEX (P = 0.1327). SNa maintains a complex relationship with different patients and factors, and they have both marginal and JIEs on SNa. Medical practitioners and researchers should care about the complicated functional roles of SNa. |
| format | Article |
| id | doaj-art-5109c5b342eb40daaec2782a192c5d1d |
| institution | Kabale University |
| issn | 2994-435X |
| language | English |
| publishDate | 2023-12-01 |
| publisher | Academia.edu Journals |
| record_format | Article |
| series | Academia Medicine |
| spelling | doaj-art-5109c5b342eb40daaec2782a192c5d1d2025-02-10T22:30:46ZengAcademia.edu JournalsAcademia Medicine2994-435X2023-12-011110.20935/AcadMed6167Role of serum sodium on heart, anemia, and diabetes patientsMahashweta Das0Sunit Kumar Medda1Shipra Banik2Rabindra Nath Das3Department of History, The University of Burdwan, Burdwan, 713104, West Bengal, India.Department of Surgery, Kalyani J.N.M. Hospital, Kalyani, 741235, West Bengal, India.Department of Physical Sciences, Independent University, Dhaka, 1510, Bangladesh.Department of Statistics, The University of Burdwan, Burdwan, 713104, West Bengal, India. This article examines the role of serum sodium (SNa) on heart, anemia, and diabetes patients based on a real data set of 299 patients and probabilistic modeling. It is derived herein that mean SNa is positively associated with the marginal effects of platelets count (PLC) (P = 0.0019), anemia status (ANS) (P = 0.1053) (partially), creatinine phosphokinase (CRP) (P = 0.0462), smoking habit (SMH) (P= 0.1017), SEX (P = 0.0029), and the joint interaction effects (JIEs) of ejection fraction (EJF) and the status of high blood pressure (HBP), i.e., EJF*HBP (P = 0.1398); ANS and death event (DEE), i.e., ANS*DEE (P = 0.0009); age and time to follow-up (TTF), i.e., AGE*TTF (P = 0.0700); age and serum creatinine (SEC), i.e., AGE*SEC (P = 0.0901); EJF and SEC, i.e., EJF*SEC (P = 0.0044); and CRP and TTF, i.e., CRP*TTF (P = 0.0021). Mean SNa is negatively associated with the marginal effects of DEE (P = 0.0001), TTF (P= 0.0521), SEC (P = 0.0028), diabetes status (DIS) (P = 0.0121), and the JIEs of PLC*ANS (P = 0.1064), CRP*SMH (P = 0.0274), CRP*HBP (P = 0.0044), AGE*PLC (P = 0.0811), AGE*SEX (P = 0.0008), AGE*CRP (P = 0.0463), and EJF*PLC (P = 0.0420). The variance of SNa is marginally positively associated with AGE (P = 0.0933), DEE (P = 0.1408), and the JIEs of AGE*ANS (P = 0.0575), EJF*SEX (P = 0.1001), SEC*SMH (P = 0.0091), EJF*TTF (P = 0.0008), CRP*DIS (P = 0.0039), EJF*DEE (P = 0.0022), and SEC*DIS (P = 0.0001). Also the variance of SNa is marginally negatively associated with ANS (P = 0.0631), EJF (P = 0.0008), DIS (P = 0.0548), PLC (P = 0.0023), SMH (P = 0.0242), TTF (P = 0.0018), CRP (P = 0.0027), and the JIEs of AGE*DEE (P = 0.0003) and SEC*SEX (P = 0.1327). SNa maintains a complex relationship with different patients and factors, and they have both marginal and JIEs on SNa. Medical practitioners and researchers should care about the complicated functional roles of SNa.https://www.academia.edu/112478128/Role_of_serum_sodium_on_heart_anemia_and_diabetes_patients |
| spellingShingle | Mahashweta Das Sunit Kumar Medda Shipra Banik Rabindra Nath Das Role of serum sodium on heart, anemia, and diabetes patients Academia Medicine |
| title | Role of serum sodium on heart, anemia, and diabetes patients |
| title_full | Role of serum sodium on heart, anemia, and diabetes patients |
| title_fullStr | Role of serum sodium on heart, anemia, and diabetes patients |
| title_full_unstemmed | Role of serum sodium on heart, anemia, and diabetes patients |
| title_short | Role of serum sodium on heart, anemia, and diabetes patients |
| title_sort | role of serum sodium on heart anemia and diabetes patients |
| url | https://www.academia.edu/112478128/Role_of_serum_sodium_on_heart_anemia_and_diabetes_patients |
| work_keys_str_mv | AT mahashwetadas roleofserumsodiumonheartanemiaanddiabetespatients AT sunitkumarmedda roleofserumsodiumonheartanemiaanddiabetespatients AT shiprabanik roleofserumsodiumonheartanemiaanddiabetespatients AT rabindranathdas roleofserumsodiumonheartanemiaanddiabetespatients |