Cette vignette a pour but de faire le parallèle entre les macros SAS de description des AE et les fonctions disponibles dans le package grstat.

Elle reprend le document Word des macros SAS et n’existe que pour donner la correspondance entre les deux systèmes.

Pour apprendre comment utiliser grstat pour décrire les AE, utilisez plutôt la vignette dédiée.

Data

On commence par charger la base de données.

Ici j’utilise la fonction grstat_example() pour ne pas dépendre de données réelles privées, mais en pratique on utiliserait plutôt EDCimport::read_trialmaster("path/to/file.zip").

On s’intéresse à deux datasets : - ae qui contient les données d’adverse events - enrolres qui contient tous les patients et leur bras de traitement.

library(grstat)
library(flextable)
library(dplyr)

# tm = EDCimport::read_trialmaster("path/to/file.zip")
tm = grstat_example()
attach(tm)

head(ae)
#> # A tibble: 6 × 7
#>   subjid aesoc                              aeterm      aegr sae    n_ae crfname
#>    <int> <chr>                              <chr>      <int> <fct> <int> <chr>  
#> 1      1 Immune system disorders            Immune sy…     4 No        3 ae     
#> 2      1 Social circumstances               Cultural …     1 No        3 ae     
#> 3      1 Metabolism and nutrition disorders Nutrition…     1 No        3 ae     
#> 4      2 Surgical and medical procedures    Therapeut…     2 No        3 ae     
#> 5      2 Surgical and medical procedures    Therapeut…     2 No        3 ae     
#> 6      2 Infections and infestations        Fungal in…     2 No        3 ae

head(enrolres)
#> # A tibble: 6 × 4
#>   subjid arm       arm3        crfname 
#>    <int> <chr>     <chr>       <chr>   
#> 1      1 Treatment Control     enrolres
#> 2      2 Treatment Treatment A enrolres
#> 3      3 Control   Control     enrolres
#> 4      4 Control   Treatment B enrolres
#> 5      5 Control   Control     enrolres
#> 6      6 Treatment Treatment B enrolres

Macro AE_grades

La macro AE_grades est implémentée dans la fonction ae_table_grade(). Cette fonction retourne des objets de classe crosstable, lesquels ont une méthode as_flextable() qui les transforme en table HTML de classe flextable.

Voir la description du package crosstable pour plus d’informations: documentation.
Voir la description du package flextable pour la liste des modificateurs (comme add_footer_lines()) : documentation.

AE_grades1 : Table des grades maximum par patient

ae_table_grade(df_ae=ae, df_enrol=enrolres, arm=NULL, variant="max") %>% 
  as_flextable(header_show_n=TRUE) %>% 
  add_footer_lines("Percentages reflect the proportion of patients whose maximum AE grade was as indicated.")

label

variable

Treatment arm

All patients (N=50)

Patient maximum AE grade

No declared AE

1 (2%)

Grade 1

4 (8%)

Grade 2

11 (22%)

Grade 3

15 (30%)

Grade 4

17 (34%)

Grade 5

2 (4%)

Percentages reflect the proportion of patients whose maximum AE grade was as indicated.

AE_grades2 : Table des grades maximum par patient stratifié sur le bras

On pourrait retrouver exactement la sortie SAS en mettant total=FALSE.

ae_table_grade(df_ae=ae, df_enrol=enrolres, arm="arm", variant="max") %>% 
  as_flextable(header_show_n=TRUE) %>% 
  add_footer_lines("Percentages reflect the proportion of patients presenting at most one AE of given grade")

label

variable

Treatment arm

Total

Control (N=25)

Treatment (N=25)

Patient maximum AE grade

No declared AE

0 (0%)

1 (4%)

1 (2%)

Grade 1

2 (8%)

2 (8%)

4 (8%)

Grade 2

4 (16%)

7 (28%)

11 (22%)

Grade 3

8 (32%)

7 (28%)

15 (30%)

Grade 4

9 (36%)

8 (32%)

17 (34%)

Grade 5

2 (8%)

0 (0%)

2 (4%)

Percentages reflect the proportion of patients presenting at most one AE of given grade

AE_grades3 : Table de tous les grades pour chaque patient

ae_table_grade(df_ae=ae, df_enrol=enrolres, arm=NULL, variant="eq") %>% 
  as_flextable(header_show_n=TRUE) %>% 
  add_footer_lines("Percentages reflect the proportion of patients presenting at least one AE of given grade")

label

variable

Treatment arm

All patients (N=50)

Patient had at least one AE of grade

No declared AE

1 (2%)

Grade 1

35 (70%)

Grade 2

29 (58%)

Grade 3

22 (44%)

Grade 4

17 (34%)

Grade 5

2 (4%)

Percentages reflect the proportion of patients presenting at least one AE of given grade

AE_grades3bis : Table de tous les grades pour chaque patient, stratifié sur le bras

On pourrait retrouver exactement la sortie SAS en mettant total=FALSE.

ae_table_grade(df_ae=ae, df_enrol=enrolres, arm="arm", variant="eq") %>% 
  as_flextable(header_show_n=TRUE) %>% 
  add_footer_lines("Percentages reflect the proportion of patients presenting at least one AE of given grade")

label

variable

Treatment arm

Total

Control (N=25)

Treatment (N=25)

Patient had at least one AE of grade

No declared AE

0 (0%)

1 (4%)

1 (2%)

Grade 1

18 (72%)

17 (68%)

35 (70%)

Grade 2

16 (64%)

13 (52%)

29 (58%)

Grade 3

13 (52%)

9 (36%)

22 (44%)

Grade 4

9 (36%)

8 (32%)

17 (34%)

Grade 5

2 (8%)

0 (0%)

2 (4%)

Percentages reflect the proportion of patients presenting at least one AE of given grade

AE_grades4 : Table des grades maximum par patient, filtrée sur les SAE

Il suffit de filtrer la table ae en amont et d’indiquer que le label doit être “SAE”.

ae %>% 
  filter(sae=="Yes") %>% 
  ae_table_grade(df_enrol=enrolres, arm=NULL, variant="max", ae_label="SAE") %>% 
  as_flextable(header_show_n=TRUE) %>% 
  add_footer_lines("Percentages reflect the proportion of patients whose maximum SAE grade was as indicated.")

label

variable

Treatment arm

All patients (N=50)

Patient maximum SAE grade

No declared SAE

37 (74%)

Grade 1

1 (2%)

Grade 2

1 (2%)

Grade 3

7 (14%)

Grade 4

2 (4%)

Grade 5

2 (4%)

Percentages reflect the proportion of patients whose maximum SAE grade was as indicated.

Macro AE_SOC

La macro AE_SOC est implémentée dans la fonction ae_table_soc(). Cette fonction retourne des objets de classe ae_table_soc. Ils ont également une méthode as_flextable qui les transforme en table HTML de classe flextable, mais différente de celle de crosstable.

Voir ?as_flextable.ae_table_soc pour plus d’informations: lien.
Voir la description du package flextable pour la liste des modificateurs (comme add_footer_lines()) : documentation.

Astuce: Pour les sorties sur officer, comme ces tables sont très larges, pensez bien à basculer en format paysage en utilisant officer::body_end_section_continuous(), puis officer::body_end_section_landscape() pour revenir au format portrait.

AE_SOC1 : Table des grades par soc

On peut ajouter total=FALSE pour retirer la colonne “Tot”.

ae_table_soc(df_ae=ae, df_enrol=enrolres, arm=NULL, term=NULL, 
             sort_by_count=FALSE) %>% 
  as_flextable() %>% 
  add_footer_lines("In the header, N represents the number of patients.") %>% 
  add_footer_lines("Percentages reflect the proportion of patients whose maximum AE grade was as indicated.")

All patients (N=50)

CTCAE SOC

G1

G2

G3

G4

G5

NA

Tot

Blood and lymphatic system disorders

2 (4%)

2 (4%)

1 (2%)

5 (10%)

Cardiac disorders

3 (6%)

2 (4%)

1 (2%)

6 (12%)

Congenital, familial and genetic disorders

3 (6%)

3 (6%)

1 (2%)

7 (14%)

Ear and labyrinth disorders

1 (2%)

1 (2%)

Endocrine disorders

1 (2%)

3 (6%)

2 (4%)

6 (12%)

Eye disorders

2 (4%)

1 (2%)

3 (6%)

Gastrointestinal disorders

1 (2%)

1 (2%)

1 (2%)

3 (6%)

6 (12%)

General disorders and administration site conditions

4 (8%)

1 (2%)

2 (4%)

1 (2%)

8 (16%)

Hepatobiliary disorders

2 (4%)

1 (2%)

3 (6%)

Immune system disorders

3 (6%)

2 (4%)

3 (6%)

2 (4%)

10 (20%)

Infections and infestations

2 (4%)

4 (8%)

2 (4%)

8 (16%)

Injury, poisoning and procedural complications

1 (2%)

2 (4%)

3 (6%)

Investigations

3 (6%)

4 (8%)

2 (4%)

2 (4%)

1 (2%)

12 (24%)

Metabolism and nutrition disorders

2 (4%)

1 (2%)

1 (2%)

1 (2%)

5 (10%)

Musculoskeletal and connective tissue disorders

2 (4%)

2 (4%)

4 (8%)

Neoplasms benign, malignant, and unspecified

3 (6%)

2 (4%)

5 (10%)

Nervous system disorders

1 (2%)

1 (2%)

1 (2%)

3 (6%)

Pregnancy, puerperium and perinatal conditions

3 (6%)

3 (6%)

1 (2%)

7 (14%)

Psychiatric disorders

2 (4%)

5 (10%)

7 (14%)

Renal and urinary disorders

2 (4%)

1 (2%)

3 (6%)

Reproductive system and breast disorders

5 (10%)

1 (2%)

6 (12%)

Respiratory, thoracic and mediastinal disorders

1 (2%)

2 (4%)

1 (2%)

1 (2%)

5 (10%)

Skin and subcutaneous tissue disorders

2 (4%)

1 (2%)

3 (6%)

Social circumstances

4 (8%)

1 (2%)

2 (4%)

7 (14%)

Surgical and medical procedures

2 (4%)

3 (6%)

5 (10%)

Vascular disorders

1 (2%)

1 (2%)

2 (4%)

No Declared AE

1 (2%)

1 (2%)

In the header, N represents the number of patients.

Percentages reflect the proportion of patients whose maximum AE grade was as indicated.

AE_SOC2 : Table des grades par soc et termes

ae_table_soc(df_ae=ae, df_enrol=enrolres, arm=NULL, term="aeterm", 
             sort_by_count=FALSE) %>% 
  as_flextable() %>% 
  add_footer_lines("In the header, N represents the number of patients.") %>% 
  add_footer_lines("Percentages reflect the proportion of patients whose maximum AE grade was as indicated.")

All patients (N=50)

CTCAE SOC

CTCAE v4.0 Term

G1

G2

G3

G4

G5

NA

Tot

Blood and lymphatic system disorders

Bone marrow disorders

1 (2%)

1 (2%)

Blood and lymphatic system disorders

Coagulation and bleeding analyses

2 (4%)

1 (2%)

3 (6%)

Blood and lymphatic system disorders

Red blood cell disorders

1 (2%)

1 (2%)

Cardiac disorders

Coronary artery disorders

2 (4%)

1 (2%)

3 (6%)

Cardiac disorders

Heart failures

3 (6%)

3 (6%)

Congenital, familial and genetic disorders

Chromosomal abnormalities

1 (2%)

1 (2%)

2 (4%)

Congenital, familial and genetic disorders

Congenital nervous system disorders

1 (2%)

1 (2%)

Congenital, familial and genetic disorders

Familial hematologic disorders

2 (4%)

1 (2%)

3 (6%)

Congenital, familial and genetic disorders

Hereditary connective tissue disorders

1 (2%)

1 (2%)

Ear and labyrinth disorders

Hearing disorders

1 (2%)

1 (2%)

Endocrine disorders

Adrenal gland disorders

1 (2%)

1 (2%)

2 (4%)

Endocrine disorders

Parathyroid gland disorders

2 (4%)

2 (4%)

4 (8%)

Eye disorders

Corneal disorders

1 (2%)

1 (2%)

2 (4%)

Eye disorders

Eyelid disorders

1 (2%)

1 (2%)

Eye disorders

Vision disorders

1 (2%)

1 (2%)

Gastrointestinal disorders

Esophageal disorders

1 (2%)

2 (4%)

3 (6%)

Gastrointestinal disorders

Gastrointestinal motility and defecation conditions

1 (2%)

1 (2%)

Gastrointestinal disorders

Intestinal disorders

1 (2%)

1 (2%)

1 (2%)

3 (6%)

General disorders and administration site conditions

Device issues

1 (2%)

1 (2%)

General disorders and administration site conditions

General physical health deterioration

1 (2%)

2 (4%)

3 (6%)

General disorders and administration site conditions

Injection site reactions

2 (4%)

2 (4%)

General disorders and administration site conditions

Pain and discomfort

1 (2%)

1 (2%)

2 (4%)

Hepatobiliary disorders

Bile duct disorders

1 (2%)

1 (2%)

Hepatobiliary disorders

Gallbladder disorders

1 (2%)

1 (2%)

Hepatobiliary disorders

Hepatic failure

1 (2%)

1 (2%)

Immune system disorders

Alloimmune responses

1 (2%)

1 (2%)

Immune system disorders

Autoimmune disorders

1 (2%)

1 (2%)

Immune system disorders

Hypersensitivity conditions

1 (2%)

1 (2%)

1 (2%)

3 (6%)

Immune system disorders

Immune system analysis disorders

1 (2%)

1 (2%)

Immune system disorders

Immune-mediated adverse events

1 (2%)

2 (4%)

3 (6%)

Immune system disorders

Inflammatory responses

1 (2%)

1 (2%)

Infections and infestations

Bacterial infectious disorders

1 (2%)

1 (2%)

Infections and infestations

Fungal infectious disorders

1 (2%)

1 (2%)

1 (2%)

3 (6%)

Infections and infestations

Parasitic infectious disorders

1 (2%)

1 (2%)

Infections and infestations

Viral infectious disorders

2 (4%)

1 (2%)

3 (6%)

Injury, poisoning and procedural complications

Procedural complications

1 (2%)

1 (2%)

Injury, poisoning and procedural complications

Radiation-related toxicities

1 (2%)

1 (2%)

2 (4%)

Investigations

Blood analyses

2 (4%)

1 (2%)

2 (4%)

5 (10%)

Investigations

Cardiovascular assessments

1 (2%)

1 (2%)

2 (4%)

Investigations

Imaging studies

2 (4%)

1 (2%)

3 (6%)

Investigations

Liver function analyses

1 (2%)

1 (2%)

1 (2%)

3 (6%)

Metabolism and nutrition disorders

Lipid metabolism disorders

1 (2%)

1 (2%)

2 (4%)

Metabolism and nutrition disorders

Nutritional disorders

1 (2%)

1 (2%)

Metabolism and nutrition disorders

Vitamin deficiencies

1 (2%)

1 (2%)

2 (4%)

Musculoskeletal and connective tissue disorders

Arthritis and joint disorders

1 (2%)

1 (2%)

Musculoskeletal and connective tissue disorders

Bone disorders

1 (2%)

1 (2%)

2 (4%)

Musculoskeletal and connective tissue disorders

Muscle disorders

1 (2%)

1 (2%)

Neoplasms benign, malignant, and unspecified

Benign neoplasms

1 (2%)

1 (2%)

Neoplasms benign, malignant, and unspecified

Malignant neoplasms

1 (2%)

1 (2%)

Neoplasms benign, malignant, and unspecified

Neoplasms unspecified

1 (2%)

1 (2%)

Neoplasms benign, malignant, and unspecified

Tumor progression

1 (2%)

1 (2%)

2 (4%)

Nervous system disorders

Seizure disorders

1 (2%)

1 (2%)

1 (2%)

3 (6%)

Pregnancy, puerperium and perinatal conditions

Breastfeeding issues

1 (2%)

1 (2%)

Pregnancy, puerperium and perinatal conditions

Fetal complications

1 (2%)

2 (4%)

3 (6%)

Pregnancy, puerperium and perinatal conditions

Labor and delivery complications

1 (2%)

1 (2%)

Pregnancy, puerperium and perinatal conditions

Pregnancy complications

1 (2%)

1 (2%)

2 (4%)

Psychiatric disorders

Anxiety disorders

1 (2%)

4 (8%)

5 (10%)

Psychiatric disorders

Mood disorders

1 (2%)

1 (2%)

Psychiatric disorders

Substance-related disorders

1 (2%)

1 (2%)

Renal and urinary disorders

Bladder disorders

1 (2%)

1 (2%)

Renal and urinary disorders

Urethral disorders

1 (2%)

1 (2%)

Renal and urinary disorders

Urinary tract disorders

1 (2%)

1 (2%)

Reproductive system and breast disorders

Breast disorders

1 (2%)

1 (2%)

Reproductive system and breast disorders

Female reproductive disorders

2 (4%)

2 (4%)

Reproductive system and breast disorders

Male reproductive disorders

1 (2%)

1 (2%)

2 (4%)

Reproductive system and breast disorders

Menstrual disorders

1 (2%)

1 (2%)

Respiratory, thoracic and mediastinal disorders

Lung function disorders

1 (2%)

1 (2%)

2 (4%)

Respiratory, thoracic and mediastinal disorders

Pleural disorders

1 (2%)

1 (2%)

1 (2%)

3 (6%)

Respiratory, thoracic and mediastinal disorders

Respiratory infections

1 (2%)

1 (2%)

Skin and subcutaneous tissue disorders

Skin infections

1 (2%)

1 (2%)

Skin and subcutaneous tissue disorders

Skin pigmentation disorders

2 (4%)

2 (4%)

Social circumstances

Cultural issues

2 (4%)

1 (2%)

3 (6%)

Social circumstances

Economic conditions affecting care

1 (2%)

1 (2%)

Social circumstances

Family support issues

1 (2%)

1 (2%)

Social circumstances

Social and environmental issues

1 (2%)

1 (2%)

2 (4%)

Surgical and medical procedures

Device implantation procedures

1 (2%)

1 (2%)

Surgical and medical procedures

Diagnostic procedures

1 (2%)

1 (2%)

Surgical and medical procedures

Surgical complications

1 (2%)

1 (2%)

Surgical and medical procedures

Therapeutic procedures

3 (6%)

3 (6%)

Vascular disorders

Hypotension-related conditions

1 (2%)

1 (2%)

Vascular disorders

Vascular hemorrhagic disorders

1 (2%)

1 (2%)

No Declared AE

1 (2%)

1 (2%)

In the header, N represents the number of patients.

Percentages reflect the proportion of patients whose maximum AE grade was as indicated.

AE_SOC3 : Table des grades par termes uniquement, filtrée sur les SAE

Il suffit de filtrer la table AE en amont.

ae %>% 
  filter(sae=="Yes") %>%
  ae_table_soc(df_enrol=enrolres, term=NULL, arm=NULL, sort_by_count=FALSE) %>% 
  as_flextable() %>% 
  add_footer_lines(c("In the header, N represents the number of patients.",
                     "Percentages reflect the proportion of patients whose maximum SAE grade was as indicated."))

All patients (N=50)

CTCAE SOC

G1

G2

G3

G4

G5

NA

Tot

Congenital, familial and genetic disorders

1 (2%)

1 (2%)

Endocrine disorders

1 (2%)

1 (2%)

General disorders and administration site conditions

1 (2%)

1 (2%)

2 (4%)

Immune system disorders

1 (2%)

1 (2%)

2 (4%)

Infections and infestations

1 (2%)

1 (2%)

Investigations

1 (2%)

1 (2%)

Musculoskeletal and connective tissue disorders

1 (2%)

1 (2%)

Pregnancy, puerperium and perinatal conditions

2 (4%)

2 (4%)

Reproductive system and breast disorders

1 (2%)

1 (2%)

Respiratory, thoracic and mediastinal disorders

1 (2%)

1 (2%)

Social circumstances

1 (2%)

1 (2%)

Vascular disorders

1 (2%)

1 (2%)

No Declared AE

37 (74%)

37 (74%)

In the header, N represents the number of patients.

Percentages reflect the proportion of patients whose maximum SAE grade was as indicated.

AE_SOC4/5 : Table des grades stratifiée sur le bras (sans colonne total)

On peut ajouter total=FALSE pour retirer la colonne “Tot” et obtenir la sortie AE_SOC5.

ae_table_soc(df_ae=ae, df_enrol=enrolres, term=NULL, arm="arm", sort_by_count=FALSE) %>% 
  as_flextable() %>% 
  add_footer_lines("In the header, N represents the number of patients.") %>% 
  add_footer_lines("Percentages reflect the proportion of patients whose maximum AE grade was as indicated.")

Control (N=25)

Treatment (N=25)

CTCAE SOC

G1

G2

G3

G4

G5

NA

Tot

G1

G2

G3

G4

G5

NA

Tot

Blood and lymphatic system disorders

2 (8%)

2 (8%)

1 (4%)

5 (20%)

Cardiac disorders

2 (8%)

2 (8%)

1 (4%)

5 (20%)

1 (4%)

1 (4%)

Congenital, familial and genetic disorders

2 (8%)

2 (8%)

1 (4%)

5 (20%)

1 (4%)

1 (4%)

2 (8%)

Ear and labyrinth disorders

1 (4%)

1 (4%)

Endocrine disorders

1 (4%)

2 (8%)

3 (12%)

1 (4%)

2 (8%)

3 (12%)

Eye disorders

1 (4%)

1 (4%)

2 (8%)

2 (8%)

Gastrointestinal disorders

1 (4%)

1 (4%)

1 (4%)

3 (12%)

6 (24%)

General disorders and administration site conditions

2 (8%)

1 (4%)

3 (12%)

2 (8%)

1 (4%)

2 (8%)

5 (20%)

Hepatobiliary disorders

1 (4%)

1 (4%)

2 (8%)

2 (8%)

Immune system disorders

2 (8%)

2 (8%)

4 (16%)

1 (4%)

2 (8%)

1 (4%)

2 (8%)

6 (24%)

Infections and infestations

2 (8%)

2 (8%)

2 (8%)

6 (24%)

2 (8%)

2 (8%)

Injury, poisoning and procedural complications

1 (4%)

1 (4%)

2 (8%)

1 (4%)

1 (4%)

Investigations

2 (8%)

3 (12%)

1 (4%)

2 (8%)

1 (4%)

9 (36%)

1 (4%)

1 (4%)

1 (4%)

3 (12%)

Metabolism and nutrition disorders

1 (4%)

1 (4%)

2 (8%)

1 (4%)

1 (4%)

1 (4%)

3 (12%)

Musculoskeletal and connective tissue disorders

2 (8%)

2 (8%)

2 (8%)

2 (8%)

Neoplasms benign, malignant, and unspecified

3 (12%)

2 (8%)

5 (20%)

Nervous system disorders

1 (4%)

1 (4%)

1 (4%)

1 (4%)

2 (8%)

Pregnancy, puerperium and perinatal conditions

1 (4%)

3 (12%)

1 (4%)

5 (20%)

2 (8%)

2 (8%)

Psychiatric disorders

1 (4%)

2 (8%)

3 (12%)

1 (4%)

3 (12%)

4 (16%)

Renal and urinary disorders

1 (4%)

1 (4%)

1 (4%)

1 (4%)

2 (8%)

Reproductive system and breast disorders

4 (16%)

1 (4%)

5 (20%)

1 (4%)

1 (4%)

Respiratory, thoracic and mediastinal disorders

1 (4%)

1 (4%)

2 (8%)

1 (4%)

1 (4%)

1 (4%)

3 (12%)

Skin and subcutaneous tissue disorders

2 (8%)

1 (4%)

3 (12%)

Social circumstances

2 (8%)

1 (4%)

1 (4%)

4 (16%)

2 (8%)

1 (4%)

3 (12%)

Surgical and medical procedures

1 (4%)

1 (4%)

2 (8%)

2 (8%)

4 (16%)

Vascular disorders

1 (4%)

1 (4%)

2 (8%)

No Declared AE

1 (4%)

1 (4%)

In the header, N represents the number of patients.

Percentages reflect the proportion of patients whose maximum AE grade was as indicated.

AE_SOC6 : Table des soc et termes tous grades confondus stratifiée sur le bras

ae_table_soc(df_ae=ae, df_enrol=enrolres, arm="arm", term="aeterm", 
             sort_by_count=FALSE) %>% 
  as_flextable() %>% 
  add_footer_lines("In the header, N represents the number of patients.") %>% 
  add_footer_lines("Percentages reflect the proportion of patients whose maximum AE grade was as indicated.")

Control (N=25)

Treatment (N=25)

CTCAE SOC

CTCAE v4.0 Term

G1

G2

G3

G4

G5

NA

Tot

G1

G2

G3

G4

G5

NA

Tot

Blood and lymphatic system disorders

Bone marrow disorders

1 (4%)

1 (4%)

Blood and lymphatic system disorders

Coagulation and bleeding analyses

2 (8%)

1 (4%)

3 (12%)

Blood and lymphatic system disorders

Red blood cell disorders

1 (4%)

1 (4%)

Cardiac disorders

Coronary artery disorders

2 (8%)

1 (4%)

3 (12%)

Cardiac disorders

Heart failures

2 (8%)

2 (8%)

1 (4%)

1 (4%)

Congenital, familial and genetic disorders

Chromosomal abnormalities

1 (4%)

1 (4%)

2 (8%)

Congenital, familial and genetic disorders

Congenital nervous system disorders

1 (4%)

1 (4%)

Congenital, familial and genetic disorders

Familial hematologic disorders

2 (8%)

1 (4%)

3 (12%)

Congenital, familial and genetic disorders

Hereditary connective tissue disorders

1 (4%)

1 (4%)

Ear and labyrinth disorders

Hearing disorders

1 (4%)

1 (4%)

Endocrine disorders

Adrenal gland disorders

1 (4%)

1 (4%)

2 (8%)

Endocrine disorders

Parathyroid gland disorders

1 (4%)

1 (4%)

1 (4%)

2 (8%)

3 (12%)

Eye disorders

Corneal disorders

1 (4%)

1 (4%)

1 (4%)

1 (4%)

Eye disorders

Eyelid disorders

1 (4%)

1 (4%)

Eye disorders

Vision disorders

1 (4%)

1 (4%)

Gastrointestinal disorders

Esophageal disorders

1 (4%)

2 (8%)

3 (12%)

Gastrointestinal disorders

Gastrointestinal motility and defecation conditions

1 (4%)

1 (4%)

Gastrointestinal disorders

Intestinal disorders

1 (4%)

1 (4%)

1 (4%)

3 (12%)

General disorders and administration site conditions

Device issues

1 (4%)

1 (4%)

General disorders and administration site conditions

General physical health deterioration

1 (4%)

1 (4%)

2 (8%)

2 (8%)

General disorders and administration site conditions

Injection site reactions

1 (4%)

1 (4%)

1 (4%)

1 (4%)

General disorders and administration site conditions

Pain and discomfort

1 (4%)

1 (4%)

2 (8%)

Hepatobiliary disorders

Bile duct disorders

1 (4%)

1 (4%)

Hepatobiliary disorders

Gallbladder disorders

1 (4%)

1 (4%)

Hepatobiliary disorders

Hepatic failure

1 (4%)

1 (4%)

Immune system disorders

Alloimmune responses

1 (4%)

1 (4%)

Immune system disorders

Autoimmune disorders

1 (4%)

1 (4%)

Immune system disorders

Hypersensitivity conditions

1 (4%)

1 (4%)

1 (4%)

1 (4%)

2 (8%)

Immune system disorders

Immune system analysis disorders

1 (4%)

1 (4%)

Immune system disorders

Immune-mediated adverse events

1 (4%)

1 (4%)

1 (4%)

1 (4%)

2 (8%)

Immune system disorders

Inflammatory responses

1 (4%)

1 (4%)

Infections and infestations

Bacterial infectious disorders

1 (4%)

1 (4%)

Infections and infestations

Fungal infectious disorders

1 (4%)

1 (4%)

2 (8%)

1 (4%)

1 (4%)

Infections and infestations

Parasitic infectious disorders

1 (4%)

1 (4%)

Infections and infestations

Viral infectious disorders

1 (4%)

1 (4%)

2 (8%)

1 (4%)

1 (4%)

Injury, poisoning and procedural complications

Procedural complications

1 (4%)

1 (4%)

Injury, poisoning and procedural complications

Radiation-related toxicities

1 (4%)

1 (4%)

2 (8%)

Investigations

Blood analyses

1 (4%)

1 (4%)

2 (8%)

1 (4%)

1 (4%)

1 (4%)

3 (12%)

Investigations

Cardiovascular assessments

1 (4%)

1 (4%)

2 (8%)

Investigations

Imaging studies

2 (8%)

1 (4%)

3 (12%)

Investigations

Liver function analyses

1 (4%)

1 (4%)

1 (4%)

3 (12%)

Metabolism and nutrition disorders

Lipid metabolism disorders

1 (4%)

1 (4%)

1 (4%)

1 (4%)

Metabolism and nutrition disorders

Nutritional disorders

1 (4%)

1 (4%)

Metabolism and nutrition disorders

Vitamin deficiencies

1 (4%)

1 (4%)

1 (4%)

1 (4%)

Musculoskeletal and connective tissue disorders

Arthritis and joint disorders

1 (4%)

1 (4%)

Musculoskeletal and connective tissue disorders

Bone disorders

1 (4%)

1 (4%)

1 (4%)

1 (4%)

Musculoskeletal and connective tissue disorders

Muscle disorders

1 (4%)

1 (4%)

Neoplasms benign, malignant, and unspecified

Benign neoplasms

1 (4%)

1 (4%)

Neoplasms benign, malignant, and unspecified

Malignant neoplasms

1 (4%)

1 (4%)

Neoplasms benign, malignant, and unspecified

Neoplasms unspecified

1 (4%)

1 (4%)

Neoplasms benign, malignant, and unspecified

Tumor progression

1 (4%)

1 (4%)

2 (8%)

Nervous system disorders

Seizure disorders

1 (4%)

1 (4%)

1 (4%)

1 (4%)

2 (8%)

Pregnancy, puerperium and perinatal conditions

Breastfeeding issues

1 (4%)

1 (4%)

Pregnancy, puerperium and perinatal conditions

Fetal complications

1 (4%)

2 (8%)

3 (12%)

Pregnancy, puerperium and perinatal conditions

Labor and delivery complications

1 (4%)

1 (4%)

Pregnancy, puerperium and perinatal conditions

Pregnancy complications

1 (4%)

1 (4%)

1 (4%)

1 (4%)

Psychiatric disorders

Anxiety disorders

1 (4%)

1 (4%)

2 (8%)

3 (12%)

3 (12%)

Psychiatric disorders

Mood disorders

1 (4%)

1 (4%)

Psychiatric disorders

Substance-related disorders

1 (4%)

1 (4%)

Renal and urinary disorders

Bladder disorders

1 (4%)

1 (4%)

Renal and urinary disorders

Urethral disorders

1 (4%)

1 (4%)

Renal and urinary disorders

Urinary tract disorders

1 (4%)

1 (4%)

Reproductive system and breast disorders

Breast disorders

1 (4%)

1 (4%)

Reproductive system and breast disorders

Female reproductive disorders

1 (4%)

1 (4%)

1 (4%)

1 (4%)

Reproductive system and breast disorders

Male reproductive disorders

1 (4%)

1 (4%)

2 (8%)

Reproductive system and breast disorders

Menstrual disorders

1 (4%)

1 (4%)

Respiratory, thoracic and mediastinal disorders

Lung function disorders

1 (4%)

1 (4%)

1 (4%)

1 (4%)

Respiratory, thoracic and mediastinal disorders

Pleural disorders

1 (4%)

1 (4%)

1 (4%)

1 (4%)

2 (8%)

Respiratory, thoracic and mediastinal disorders

Respiratory infections

1 (4%)

1 (4%)

Skin and subcutaneous tissue disorders

Skin infections

1 (4%)

1 (4%)

Skin and subcutaneous tissue disorders

Skin pigmentation disorders

2 (8%)

2 (8%)

Social circumstances

Cultural issues

1 (4%)

1 (4%)

2 (8%)

2 (8%)

Social circumstances

Economic conditions affecting care

1 (4%)

1 (4%)

Social circumstances

Family support issues

1 (4%)

1 (4%)

Social circumstances

Social and environmental issues

1 (4%)

1 (4%)

1 (4%)

1 (4%)

Surgical and medical procedures

Device implantation procedures

1 (4%)

1 (4%)

Surgical and medical procedures

Diagnostic procedures

1 (4%)

1 (4%)

Surgical and medical procedures

Surgical complications

1 (4%)

1 (4%)

Surgical and medical procedures

Therapeutic procedures

1 (4%)

1 (4%)

2 (8%)

2 (8%)

Vascular disorders

Hypotension-related conditions

1 (4%)

1 (4%)

Vascular disorders

Vascular hemorrhagic disorders

1 (4%)

1 (4%)

No Declared AE

1 (4%)

1 (4%)

In the header, N represents the number of patients.

Percentages reflect the proportion of patients whose maximum AE grade was as indicated.