Partial Least Squares Regression Analysis Between Body Mass Index, Abdominal Circumference, Hip Circumference, Hemoglobin, Body Composition, Uric Acid, Blood Sugar, Hemoglobin and Hematocrit with Face Analyzer in Adults

Skin is an important aspect of the human body. Many factors may influence skin health and its characteristics, including physiological and metabolic conditions such as obesity, blood sugar, hemoglobin and hematocrit, and uric acid. To establish a correlation between physiological and metabolic health parameters with skin-face analysis (roughness and wrinkles). This research was conducted in Kalam Kudus Foundation, West Jakarta, targeting individuals ≥17 years old, both men and women, following the inclusion and exclusion criteria. Skin health parameters used were roughness and wrinkles. The metabolic parameters studied were body mass index (BMI), waist circumference (WC), hip circumference (HC), body composition, blood sugar, hemoglobin (Hb), hematocrit (Ht), and uric acid. Our research shows negative coefficient results of BMI (-0,076 and –0,059), WC (-0,844 and -0,795), Hb (-0,069 and -0,074), Ht (-0,112 and -0,161), and uric acid (-0,155 and -0,170) with skin roughness and wrinkle. Other parameters such as HC (0,294 and 0,323), blood glucose (0,141 and 0,058), total body fat mass (0,321 and 0,345), visceral fat (0,234 and 0,203), total subcutaneous fat (0,319 and 0,391), and total muscle mass (0,725 and 0,890) result in a positive coefficient with skin roughness and wrinkle. An increase in BMI, WC, Hb, Ht, and uric acid is associated with better skin roughness and wrinkles while higher hip circumference, total body fat mass, visceral fat, total subcutaneous fat, total muscle mass, and blood sugar may worsen the skin condition. Keywords : Obesity, Blood Sugar, Hemoglobin, Hematocrit, Uric Acid, Skin Roughness, Wrinkles

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Journal
Malahayati Nursing Journal
Published
2024-11-27
DOI
https://doi.org/10.33024/mnj.v6i12.15873
Primary Topic
Liver Disease Diagnosis and Treatment
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article
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Partial Least Squares Regression Analysis Between Body Mass Index, Abdominal Circumference, Hip Circumference, Hemoglobin, Body Composition, Uric Acid, Blood Sugar, Hemoglobin and Hematocrit with Face Analyzer in Adults

Francis Christian, Yohanes Firmansyah, Sukmawati Tansil Tan, Cindy Christella Chandra
Malahayati Nursing Journal
Liver Disease Diagnosis and Treatment
article

Partial Least Squares Regression Analysis Between Body Mass Index, Abdominal Circumference, Hip Circumference, Hemoglobin, Body Composition, Uric Acid, Blood Sugar, Hemoglobin and Hematocrit with Face Analyzer in Adults

Francis Christian, Yohanes Firmansyah, Sukmawati Tansil Tan, Cindy Christella Chandra
article en

Abstract

Skin is an important aspect of the human body. Many factors may influence skin health and its characteristics, including physiological and metabolic conditions such as obesity, blood sugar, hemoglobin and hematocrit, and uric acid. To establish a correlation between physiological and metabolic health parameters with skin-face analysis (roughness and wrinkles). This research was conducted in Kalam Kudus Foundation, West Jakarta, targeting individuals ≥17 years old, both men and women, following the inclusion and exclusion criteria. Skin health parameters used were roughness and wrinkles. The metabolic parameters studied were body mass index (BMI), waist circumference (WC), hip circumference (HC), body composition, blood sugar, hemoglobin (Hb), hematocrit (Ht), and uric acid. Our research shows negative coefficient results of BMI (-0,076 and –0,059), WC (-0,844 and -0,795), Hb (-0,069 and -0,074), Ht (-0,112 and -0,161), and uric acid (-0,155 and -0,170) with skin roughness and wrinkle. Other parameters such as HC (0,294 and 0,323), blood glucose (0,141 and 0,058), total body fat mass (0,321 and 0,345), visceral fat (0,234 and 0,203), total subcutaneous fat (0,319 and 0,391), and total muscle mass (0,725 and 0,890) result in a positive coefficient with skin roughness and wrinkle. An increase in BMI, WC, Hb, Ht, and uric acid is associated with better skin roughness and wrinkles while higher hip circumference, total body fat mass, visceral fat, total subcutaneous fat, total muscle mass, and blood sugar may worsen the skin condition. Keywords : Obesity, Blood Sugar, Hemoglobin, Hematocrit, Uric Acid, Skin Roughness, Wrinkles

Malahayati Nursing JournalVol. 6(12)
Tarumanagara University (ID)
Openalex Percentile: Top 68%
Liver Disease Diagnosis and Treatment
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Partial Least Squares Regression Analysis Between Body Mass Index, Abdominal Circumference, Hip Circumference, Hemoglobin, Body Composition, Uric Acid, Blood Sugar, Hemoglobin and Hematocrit with Face Analyzer in Adults — Francis Christian, Yohanes Firmansyah, et al. · Malahayati Nursing Journal (2024) | TGRS Research Map | TGRS