A Framework for Fitness-for-Purpose and Reuse in Computational Phenotyping
November 17, 2025
Background
Mycoplasma is a disease in the upper and lower respiratory tracts. It is one of the members of Mollicutes class which also includes Ureaplasma.
Mycoplasma genus has >100 species to cause various symptoms and infections in humans.
Mycoplasmas lack cell walls and has spherical to filamentous cell structure with attachment organelles on filamentous M pneumoniae and M genitalium.
Mycoplasmas are small self-replicating organisms with small genome and low guanine and cytosine content. They live outside cells in respiratory and urogenital areas.
Scientists have isolated 17 species of Mycoplasma from the human body, out of those four types of organisms are responsible for clinical infections.
These four species are:
Mycoplasma pneumoniae
Mycoplasma hominis
Mycoplasma genitalium
Ureaplasma species
They commonly cause atypical pneumonia because of their lack of response to antibiotics.
Epidemiology
More than 2 million cases of mycoplasma infections occur annually. It causes 20% of hospitalized and more non-hospitalized community-acquired pneumonias.
Mycoplasma endemic in cities, epidemics every 3 to 7 years, incidence fluctuates annually in urban areas. The infections in Japan, Europe, and the US can be endemic or epidemic.
It is second to S pneumoniae for elderly bacterial pneumonia hospitalizations. Children with sickle cell disease and asplenia may face higher pneumonia risks.
There is misunderstanding about mycoplasma is uncommon in very young and older populations leads physicians to overlook it in respiratory infection diagnoses.
Anatomy
Pathophysiology
Pneumonia rare in infected and acute pharyngitis possible complication. Organism attaches to host cells in respiratory tract after inhalation.
It produces exotoxin believed to cause damage to respiratory epithelium during acute infection.
Organism can survive and reproduce inside cells, that occurs chronicity and treatment resistance.
Household infections are common, but person-to-person spread slower than many bacterial respiratory infections.
Organism can last in respiratory tract for months, or years in immunosuppressed patient post-infection.
Etiology
Causes of mycoplasma as:
Lack of Cell Wall
Respiratory Droplets
Pathogenesis
Adhesion
Pleomorphism
Small Genome
Transmission
Immune Evasion
Genetics
Prognostic Factors
Mycoplasma respiratory infection treated successfully with oral antibiotics in outpatient.
Elderly, infants, and immunocompromised struggle to recover from organism illness.
Reports of fulminant infection in healthy persons causes fatalities.
Clinical History
Clinical History:
Mycoplasma infections affect individuals of all age groups, but in the age group of 5 to 40 years old it occurs more.
Physical Examination
Physical examination
Joint examination
Respiratory examination
Age group
Associated comorbidity
Associated activity
Acuity of presentation
For respiratory Infections:
Low-grade fever, malaise, headache, and sore throat
For urogenital Infections:
Dysuria and urethral discharge
For systemic infections:
Fever, fatigue, and weight loss
Differential Diagnoses
Viral Respiratory Infections
Urinary Tract Infections
Bacterial Pneumonia
Bacterial Septic Arthritis
Laboratory Studies
Imaging Studies
Procedures
Histologic Findings
Staging
Treatment Paradigm
Management based on syndrome, not organism, for community-acquired pneumonia determines hospitalization or outpatient care.
The right treatment for pneumonia speeds up recovery, despite continued presence of organisms.
Physicians treat community-acquired pneumonia with empirically covers multiple bacterial agents since microbiologic diagnosis is rarely immediate.
A group of doctors and managed care organizations created management algorithms with decision trees for diagnostics and antimicrobial treatment.
Patient ability to tolerate oral medication, signs of hypoxia/toxicity, immunosuppression these factors assessed for potential bacteremia pneumonia.
by Stage
by Modality
Chemotherapy
Radiation Therapy
Surgical Interventions
Hormone Therapy
Immunotherapy
Hyperthermia
Photodynamic Therapy
Stem Cell Transplant
Targeted Therapy
Palliative Care
use-of-non-pharmacological-approach-for-mycoplasma
Proper indoor humidity and ventilation should maintain to reduce the chances of airborne pathogens.
Use HEPA air purifiers in high-risk areas for immunocompromised individuals. Good hygiene practices should follow to reduce risk of infection.
Disinfect/surface cleaning should be done of frequently touched surfaces such as doorhandles and light switches.
Proper education and awareness about mycoplasma should be provided and its related causes, and how to stop it with management strategies.
Appointments with a physician and preventing recurrence of disorder is an ongoing life-long effort.
Use of Macrolides
It inhibits bacterial growth to cause RNA-dependent protein synthesis to arrest.
It inhibits protein synthesis in bacterial cells that bind with 50S subunit of bacterial ribosomes.
Use of Tetracyclines
It inhibits protein synthesis and bacterial growth that binds to 30S ribosomal subunits of susceptible bacteria.
Use of Fluoroquinolones
It inhibits subunits of DNA gyrase in inhibition of bacterial DNA replication and transcription.
use-of-intervention-with-a-procedure-in-treating-mycoplasma
Bronchoscopy is performed to visualize the airways and collect samples from the lower respiratory tract.
use-of-phases-in-managing-mycoplasma
In the diagnosis phase, evaluation of medical history, laboratory test and imaging studies to confirm diagnosis.
Pharmacologic therapy is very effective in the treatment phase as it includes use of antibiotic therapy and intervention if required.
In supportive care and management phase, patients should receive required attention such as lifestyle modification and rehabilitation.
The regular follow-up visits with the physician are schedule to check the improvement of patients along with treatment response
Medication
Future Trends
Mycoplasma is a disease in the upper and lower respiratory tracts. It is one of the members of Mollicutes class which also includes Ureaplasma.
Mycoplasma genus has >100 species to cause various symptoms and infections in humans.
Mycoplasmas lack cell walls and has spherical to filamentous cell structure with attachment organelles on filamentous M pneumoniae and M genitalium.
Mycoplasmas are small self-replicating organisms with small genome and low guanine and cytosine content. They live outside cells in respiratory and urogenital areas.
Scientists have isolated 17 species of Mycoplasma from the human body, out of those four types of organisms are responsible for clinical infections.
These four species are:
Mycoplasma pneumoniae
Mycoplasma hominis
Mycoplasma genitalium
Ureaplasma species
They commonly cause atypical pneumonia because of their lack of response to antibiotics.
More than 2 million cases of mycoplasma infections occur annually. It causes 20% of hospitalized and more non-hospitalized community-acquired pneumonias.
Mycoplasma endemic in cities, epidemics every 3 to 7 years, incidence fluctuates annually in urban areas. The infections in Japan, Europe, and the US can be endemic or epidemic.
It is second to S pneumoniae for elderly bacterial pneumonia hospitalizations. Children with sickle cell disease and asplenia may face higher pneumonia risks.
There is misunderstanding about mycoplasma is uncommon in very young and older populations leads physicians to overlook it in respiratory infection diagnoses.
Pneumonia rare in infected and acute pharyngitis possible complication. Organism attaches to host cells in respiratory tract after inhalation.
It produces exotoxin believed to cause damage to respiratory epithelium during acute infection.
Organism can survive and reproduce inside cells, that occurs chronicity and treatment resistance.
Household infections are common, but person-to-person spread slower than many bacterial respiratory infections.
Organism can last in respiratory tract for months, or years in immunosuppressed patient post-infection.
Causes of mycoplasma as:
Lack of Cell Wall
Respiratory Droplets
Pathogenesis
Adhesion
Pleomorphism
Small Genome
Transmission
Immune Evasion
Mycoplasma respiratory infection treated successfully with oral antibiotics in outpatient.
Elderly, infants, and immunocompromised struggle to recover from organism illness.
Reports of fulminant infection in healthy persons causes fatalities.
Clinical History:
Mycoplasma infections affect individuals of all age groups, but in the age group of 5 to 40 years old it occurs more.
Physical examination
Joint examination
Respiratory examination
For respiratory Infections:
Low-grade fever, malaise, headache, and sore throat
For urogenital Infections:
Dysuria and urethral discharge
For systemic infections:
Fever, fatigue, and weight loss
Viral Respiratory Infections
Urinary Tract Infections
Bacterial Pneumonia
Bacterial Septic Arthritis
Management based on syndrome, not organism, for community-acquired pneumonia determines hospitalization or outpatient care.
The right treatment for pneumonia speeds up recovery, despite continued presence of organisms.
Physicians treat community-acquired pneumonia with empirically covers multiple bacterial agents since microbiologic diagnosis is rarely immediate.
A group of doctors and managed care organizations created management algorithms with decision trees for diagnostics and antimicrobial treatment.
Patient ability to tolerate oral medication, signs of hypoxia/toxicity, immunosuppression these factors assessed for potential bacteremia pneumonia.
Infectious Disease
Proper indoor humidity and ventilation should maintain to reduce the chances of airborne pathogens.
Use HEPA air purifiers in high-risk areas for immunocompromised individuals. Good hygiene practices should follow to reduce risk of infection.
Disinfect/surface cleaning should be done of frequently touched surfaces such as doorhandles and light switches.
Proper education and awareness about mycoplasma should be provided and its related causes, and how to stop it with management strategies.
Appointments with a physician and preventing recurrence of disorder is an ongoing life-long effort.
Infectious Disease
It inhibits bacterial growth to cause RNA-dependent protein synthesis to arrest.
It inhibits protein synthesis in bacterial cells that bind with 50S subunit of bacterial ribosomes.
Infectious Disease
It inhibits protein synthesis and bacterial growth that binds to 30S ribosomal subunits of susceptible bacteria.
Infectious Disease
It inhibits subunits of DNA gyrase in inhibition of bacterial DNA replication and transcription.
Infectious Disease
Bronchoscopy is performed to visualize the airways and collect samples from the lower respiratory tract.
Infectious Disease
In the diagnosis phase, evaluation of medical history, laboratory test and imaging studies to confirm diagnosis.
Pharmacologic therapy is very effective in the treatment phase as it includes use of antibiotic therapy and intervention if required.
In supportive care and management phase, patients should receive required attention such as lifestyle modification and rehabilitation.
The regular follow-up visits with the physician are schedule to check the improvement of patients along with treatment response
Mycoplasma is a disease in the upper and lower respiratory tracts. It is one of the members of Mollicutes class which also includes Ureaplasma.
Mycoplasma genus has >100 species to cause various symptoms and infections in humans.
Mycoplasmas lack cell walls and has spherical to filamentous cell structure with attachment organelles on filamentous M pneumoniae and M genitalium.
Mycoplasmas are small self-replicating organisms with small genome and low guanine and cytosine content. They live outside cells in respiratory and urogenital areas.
Scientists have isolated 17 species of Mycoplasma from the human body, out of those four types of organisms are responsible for clinical infections.
These four species are:
Mycoplasma pneumoniae
Mycoplasma hominis
Mycoplasma genitalium
Ureaplasma species
They commonly cause atypical pneumonia because of their lack of response to antibiotics.
More than 2 million cases of mycoplasma infections occur annually. It causes 20% of hospitalized and more non-hospitalized community-acquired pneumonias.
Mycoplasma endemic in cities, epidemics every 3 to 7 years, incidence fluctuates annually in urban areas. The infections in Japan, Europe, and the US can be endemic or epidemic.
It is second to S pneumoniae for elderly bacterial pneumonia hospitalizations. Children with sickle cell disease and asplenia may face higher pneumonia risks.
There is misunderstanding about mycoplasma is uncommon in very young and older populations leads physicians to overlook it in respiratory infection diagnoses.
Pneumonia rare in infected and acute pharyngitis possible complication. Organism attaches to host cells in respiratory tract after inhalation.
It produces exotoxin believed to cause damage to respiratory epithelium during acute infection.
Organism can survive and reproduce inside cells, that occurs chronicity and treatment resistance.
Household infections are common, but person-to-person spread slower than many bacterial respiratory infections.
Organism can last in respiratory tract for months, or years in immunosuppressed patient post-infection.
Causes of mycoplasma as:
Lack of Cell Wall
Respiratory Droplets
Pathogenesis
Adhesion
Pleomorphism
Small Genome
Transmission
Immune Evasion
Mycoplasma respiratory infection treated successfully with oral antibiotics in outpatient.
Elderly, infants, and immunocompromised struggle to recover from organism illness.
Reports of fulminant infection in healthy persons causes fatalities.
Clinical History:
Mycoplasma infections affect individuals of all age groups, but in the age group of 5 to 40 years old it occurs more.
Physical examination
Joint examination
Respiratory examination
For respiratory Infections:
Low-grade fever, malaise, headache, and sore throat
For urogenital Infections:
Dysuria and urethral discharge
For systemic infections:
Fever, fatigue, and weight loss
Viral Respiratory Infections
Urinary Tract Infections
Bacterial Pneumonia
Bacterial Septic Arthritis
Management based on syndrome, not organism, for community-acquired pneumonia determines hospitalization or outpatient care.
The right treatment for pneumonia speeds up recovery, despite continued presence of organisms.
Physicians treat community-acquired pneumonia with empirically covers multiple bacterial agents since microbiologic diagnosis is rarely immediate.
A group of doctors and managed care organizations created management algorithms with decision trees for diagnostics and antimicrobial treatment.
Patient ability to tolerate oral medication, signs of hypoxia/toxicity, immunosuppression these factors assessed for potential bacteremia pneumonia.
Infectious Disease
Proper indoor humidity and ventilation should maintain to reduce the chances of airborne pathogens.
Use HEPA air purifiers in high-risk areas for immunocompromised individuals. Good hygiene practices should follow to reduce risk of infection.
Disinfect/surface cleaning should be done of frequently touched surfaces such as doorhandles and light switches.
Proper education and awareness about mycoplasma should be provided and its related causes, and how to stop it with management strategies.
Appointments with a physician and preventing recurrence of disorder is an ongoing life-long effort.
Infectious Disease
It inhibits bacterial growth to cause RNA-dependent protein synthesis to arrest.
It inhibits protein synthesis in bacterial cells that bind with 50S subunit of bacterial ribosomes.
Infectious Disease
It inhibits protein synthesis and bacterial growth that binds to 30S ribosomal subunits of susceptible bacteria.
Infectious Disease
It inhibits subunits of DNA gyrase in inhibition of bacterial DNA replication and transcription.
Infectious Disease
Bronchoscopy is performed to visualize the airways and collect samples from the lower respiratory tract.
Infectious Disease
In the diagnosis phase, evaluation of medical history, laboratory test and imaging studies to confirm diagnosis.
Pharmacologic therapy is very effective in the treatment phase as it includes use of antibiotic therapy and intervention if required.
In supportive care and management phase, patients should receive required attention such as lifestyle modification and rehabilitation.
The regular follow-up visits with the physician are schedule to check the improvement of patients along with treatment response

Both our subscription plans include Free CME/CPD AMA PRA Category 1 credits.

On course completion, you will receive a full-sized presentation quality digital certificate.
A dynamic medical simulation platform designed to train healthcare professionals and students to effectively run code situations through an immersive hands-on experience in a live, interactive 3D environment.

When you have your licenses, certificates and CMEs in one place, it's easier to track your career growth. You can easily share these with hospitals as well, using your medtigo app.
